diff --git a/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb new file mode 100644 index 0000000..9d6c2d0 --- /dev/null +++ b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb @@ -0,0 +1,2773 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Import" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\util\\execution.py:57: UserWarning: Not running on Linux. Determining available cpus for thread can failand be overestimated. Workaround (only if too many cpus are used):`zfit.run.set_n_cpu(your_cpu_number)`\n", + " warnings.warn(\"Not running on Linux. Determining available cpus for thread can fail\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "WARNING: The TensorFlow contrib module will not be included in TensorFlow 2.0.\n", + "For more information, please see:\n", + " * https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md\n", + " * https://github.com/tensorflow/addons\n", + "If you depend on functionality not listed there, please file an issue.\n", + "\n" + ] + } + ], + "source": [ + "import os\n", + "\n", + "# os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"-1\"\n", + "\n", + "import numpy as np\n", + "from pdg_const import pdg\n", + "import matplotlib\n", + "import matplotlib.pyplot as plt\n", + "import pickle as pkl\n", + "import sys\n", + "import time\n", + "from helperfunctions import display_time, prepare_plot\n", + "import cmath as c\n", + "import scipy.integrate as integrate\n", + "from scipy.optimize import fminbound\n", + "from array import array as arr\n", + "import collections\n", + "from itertools import compress\n", + "import tensorflow as tf\n", + "import zfit\n", + "from zfit import ztf\n", + "# from IPython.display import clear_output\n", + "import os\n", + "import tensorflow_probability as tfp\n", + "tfd = tfp.distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "# chunksize = 10000\n", + "# zfit.run.chunking.active = True\n", + "# zfit.run.chunking.max_n_points = chunksize" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Build model and graphs\n", + "## Create graphs" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "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\n", + " #check if subscript is viable\n", + "\n", + " if subscript != \"0\" and subscript != \"+\" and subscript != \"T\":\n", + " raise ValueError('Wrong subscript entered, choose either 0, + or T')\n", + "\n", + " #get constants\n", + "\n", + " mK = ztf.constant(pdg['Ks_M'])\n", + " mbstar0 = ztf.constant(pdg[\"mbstar0\"])\n", + " mbstar = ztf.constant(pdg[\"mbstar\"])\n", + "\n", + "\n", + " mmu = ztf.constant(pdg['muon_M'])\n", + " mb = ztf.constant(pdg['bquark_M'])\n", + " ms = ztf.constant(pdg['squark_M'])\n", + " mB = ztf.constant(pdg['Bplus_M'])\n", + "\n", + " #N comes from derivation in paper\n", + "\n", + " N = 3\n", + "\n", + " #some helperfunctions\n", + "\n", + " tpos = (mB - mK)**2\n", + " tzero = (mB + mK)*(ztf.sqrt(mB)-ztf.sqrt(mK))**2\n", + "\n", + " z_oben = ztf.sqrt(tpos - q2) - ztf.sqrt(tpos - tzero)\n", + " z_unten = ztf.sqrt(tpos - q2) + ztf.sqrt(tpos - tzero)\n", + " z = tf.divide(z_oben, z_unten)\n", + "\n", + " #calculate f0\n", + "\n", + " if subscript == \"0\":\n", + " prefactor = 1/(1 - q2/(mbstar0**2))\n", + " _sum = 0\n", + " b0 = [b0_0, b0_1, b0_2]\n", + "\n", + " for i in range(N):\n", + " _sum += b0[i]*(tf.pow(z,i))\n", + "\n", + " return ztf.to_complex(prefactor * _sum)\n", + "\n", + " #calculate f+ or fT\n", + "\n", + " else:\n", + " prefactor = 1/(1 - q2/(mbstar**2))\n", + " _sum = 0\n", + "\n", + " if subscript == \"T\":\n", + " bT = [bT_0, bT_1, bT_2]\n", + " for i in range(N):\n", + " _sum += bT[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N))\n", + " else:\n", + " bplus = [bplus_0, bplus_1, bplus_2]\n", + " for i in range(N):\n", + " _sum += bplus[i] * (tf.pow(z, i) - ((-1)**(i-N)) * (i/N) * tf.pow(z, N))\n", + "\n", + " return ztf.to_complex(prefactor * _sum)\n", + "\n", + "def resonance(q, _mass, width, phase, scale):\n", + "\n", + " q2 = tf.pow(q, 2)\n", + "\n", + " mmu = ztf.constant(pdg['muon_M'])\n", + "\n", + " p = 0.5 * ztf.sqrt(q2 - 4*(mmu**2))\n", + "\n", + " p0 = 0.5 * ztf.sqrt(_mass**2 - 4*mmu**2)\n", + "\n", + " gamma_j = tf.divide(p, q) * _mass * width / p0\n", + "\n", + " #Calculate the resonance\n", + "\n", + " _top = tf.complex(_mass * width, ztf.constant(0.0))\n", + "\n", + " _bottom = tf.complex(_mass**2 - q2, -_mass*gamma_j)\n", + "\n", + " com = _top/_bottom\n", + "\n", + " #Rotate by the phase\n", + "\n", + " r = ztf.to_complex(scale*tf.abs(com))\n", + "\n", + " _phase = tf.angle(com)\n", + "\n", + " _phase += phase\n", + "\n", + " com = r * tf.exp(tf.complex(ztf.constant(0.0), _phase))\n", + "\n", + " return com\n", + "\n", + "\n", + "def axiv_nonres(q, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2):\n", + "\n", + " GF = ztf.constant(pdg['GF'])\n", + " alpha_ew = ztf.constant(pdg['alpha_ew'])\n", + " Vtb = ztf.constant(pdg['Vtb'])\n", + " Vts = ztf.constant(pdg['Vts'])\n", + " C10eff = ztf.constant(pdg['C10eff'])\n", + "\n", + " mmu = ztf.constant(pdg['muon_M'])\n", + " mb = ztf.constant(pdg['bquark_M'])\n", + " ms = ztf.constant(pdg['squark_M'])\n", + " mK = ztf.constant(pdg['Ks_M'])\n", + " mB = ztf.constant(pdg['Bplus_M'])\n", + "\n", + " q2 = tf.pow(q, 2)\n", + "\n", + " #Some helperfunctions\n", + "\n", + " beta = 1. - 4. * mmu**2. / q2\n", + "\n", + " 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.)\n", + "\n", + " #prefactor in front of whole bracket\n", + "\n", + " prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2. * kabs * beta / (128. * np.pi**5.)\n", + "\n", + " #left term in bracket\n", + "\n", + " 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)\n", + "\n", + " #middle term in bracket\n", + "\n", + " _top = 4. * mmu**2. * (mB**2. - mK**2.) * (mB**2. - mK**2.)\n", + "\n", + " _under = q2 * mB**2.\n", + "\n", + " 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)\n", + " \n", + " #Note sqrt(q2) comes from derivation as we use q2 and plot q\n", + "\n", + " return prefactor1 * (bracket_left + bracket_middle) * 2 * q\n", + "\n", + "def vec(q, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2):\n", + " \n", + " q2 = tf.pow(q, 2)\n", + "\n", + " GF = ztf.constant(pdg['GF'])\n", + " alpha_ew = ztf.constant(pdg['alpha_ew'])\n", + " Vtb = ztf.constant(pdg['Vtb'])\n", + " Vts = ztf.constant(pdg['Vts'])\n", + " C7eff = ztf.constant(pdg['C7eff'])\n", + "\n", + " mmu = ztf.constant(pdg['muon_M'])\n", + " mb = ztf.constant(pdg['bquark_M'])\n", + " ms = ztf.constant(pdg['squark_M'])\n", + " mK = ztf.constant(pdg['Ks_M'])\n", + " mB = ztf.constant(pdg['Bplus_M'])\n", + "\n", + " #Some helperfunctions\n", + "\n", + " beta = 1. - 4. * mmu**2. / q2\n", + "\n", + " 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)\n", + " \n", + " #prefactor in front of whole bracket\n", + "\n", + " prefactor1 = GF**2. *alpha_ew**2. * (tf.abs(Vtb*Vts))**2 * kabs * beta / (128. * np.pi**5.)\n", + "\n", + " #right term in bracket\n", + "\n", + " prefactor2 = tf.pow(kabs,2) * (1. - 1./3. * beta)\n", + "\n", + " 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)\n", + "\n", + " bracket_right = prefactor2 * abs_bracket\n", + "\n", + " #Note sqrt(q2) comes from derivation as we use q2 and plot q\n", + "\n", + " return prefactor1 * bracket_right * 2 * q\n", + "\n", + "def c9eff(q, funcs):\n", + "\n", + " C9eff_nr = ztf.to_complex(ztf.constant(pdg['C9eff']))\n", + "\n", + " c9 = C9eff_nr + funcs\n", + "\n", + " return c9" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "def G(y):\n", + " \n", + " def inner_rect_bracket(q):\n", + " return tf.log(ztf.to_complex((1+tf.sqrt(q))/(1-tf.sqrt(q)))-tf.complex(ztf.constant(0), -1*ztf.constant(np.pi))) \n", + " \n", + " def inner_right(q):\n", + " return ztf.to_complex(2 * tf.atan(1/tf.sqrt(tf.math.real(-q))))\n", + " \n", + " big_bracket = tf.where(tf.math.real(y) > ztf.constant(0.0), inner_rect_bracket(y), inner_right(y))\n", + " \n", + " return ztf.to_complex(tf.sqrt(tf.abs(y))) * big_bracket\n", + "\n", + "def h_S(m, q):\n", + " \n", + " 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)))\n", + "\n", + "def h_P(m, q):\n", + " \n", + " 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)\n", + "\n", + "def two_p_ccbar(mD, m_D_bar, m_D_star, q):\n", + " \n", + " \n", + " #Load constants\n", + " nu_D_bar = ztf.to_complex(pdg[\"nu_D_bar\"])\n", + " nu_D = ztf.to_complex(pdg[\"nu_D\"])\n", + " nu_D_star = ztf.to_complex(pdg[\"nu_D_star\"])\n", + " \n", + " phase_D_bar = ztf.to_complex(pdg[\"phase_D_bar\"])\n", + " phase_D = ztf.to_complex(pdg[\"phase_D\"])\n", + " phase_D_star = ztf.to_complex(pdg[\"phase_D_star\"])\n", + " \n", + " #Calculation\n", + " left_part = nu_D_bar * tf.exp(tf.complex(ztf.constant(0.0), phase_D_bar)) * h_S(m_D_bar, q) \n", + " \n", + " right_part_D = nu_D * tf.exp(tf.complex(ztf.constant(0.0), phase_D)) * h_P(m_D, q) \n", + " \n", + " right_part_D_star = nu_D_star * tf.exp(tf.complex(ztf.constant(0.0), phase_D_star)) * h_P(m_D_star, q) \n", + "\n", + " return left_part + right_part_D + right_part_D_star" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Build pdf" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "class total_pdf_cut(zfit.pdf.ZPDF):\n", + " _N_OBS = 1 # dimension, can be omitted\n", + " _PARAMS = ['b0_0', 'b0_1', 'b0_2', \n", + " 'bplus_0', 'bplus_1', 'bplus_2', \n", + " 'bT_0', 'bT_1', 'bT_2', \n", + " 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width',\n", + " 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width',\n", + " 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width',\n", + " 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width',\n", + " 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width',\n", + " 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width',\n", + " 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width',\n", + " 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width',\n", + " 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width',\n", + " 'Dbar_mass', 'Dbar_scale', 'Dbar_phase',\n", + " 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass',\n", + " 'tau_mass', 'C_tt']\n", + "# the name of the parameters\n", + "\n", + " def _unnormalized_pdf(self, x):\n", + " \n", + " x = x.unstack_x()\n", + " \n", + " b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']]\n", + " bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']]\n", + " bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']]\n", + " \n", + " def rho_res(q):\n", + " return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'],\n", + " phase = self.params['rho_phase'], width = self.params['rho_width'])\n", + " \n", + " def omega_res(q):\n", + " return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'],\n", + " phase = self.params['omega_phase'], width = self.params['omega_width'])\n", + " \n", + " def phi_res(q):\n", + " return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'],\n", + " phase = self.params['phi_phase'], width = self.params['phi_width'])\n", + "\n", + " def jpsi_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], \n", + " scale = self.params['jpsi_scale'],\n", + " phase = self.params['jpsi_phase'], \n", + " width = self.params['jpsi_width'])\n", + " def psi2s_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], \n", + " scale = self.params['psi2s_scale'],\n", + " phase = self.params['psi2s_phase'], \n", + " width = self.params['psi2s_width'])\n", + " def p3770_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], \n", + " scale = self.params['p3770_scale'],\n", + " phase = self.params['p3770_phase'], \n", + " width = self.params['p3770_width'])\n", + " \n", + " def p4040_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], \n", + " scale = self.params['p4040_scale'],\n", + " phase = self.params['p4040_phase'], \n", + " width = self.params['p4040_width'])\n", + " \n", + " def p4160_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], \n", + " scale = self.params['p4160_scale'],\n", + " phase = self.params['p4160_phase'], \n", + " width = self.params['p4160_width'])\n", + " \n", + " def p4415_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], \n", + " scale = self.params['p4415_scale'],\n", + " phase = self.params['p4415_phase'], \n", + " width = self.params['p4415_width'])\n", + " \n", + " def P2_D(q):\n", + " 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))\n", + " 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)))\n", + " return Dbar_contrib + DDstar_contrib\n", + " \n", + " def ttau_cusp(q):\n", + " 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)))\n", + " \n", + "\n", + " 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)\n", + "\n", + " vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " tot = vec_f + axiv_nr\n", + " \n", + " #Cut out jpsi and psi2s\n", + " \n", + " tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot)\n", + " \n", + " tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot)\n", + " \n", + " return tot\n", + " \n", + "class total_pdf_full(zfit.pdf.ZPDF):\n", + " _N_OBS = 1 # dimension, can be omitted\n", + " _PARAMS = ['b0_0', 'b0_1', 'b0_2', \n", + " 'bplus_0', 'bplus_1', 'bplus_2', \n", + " 'bT_0', 'bT_1', 'bT_2', \n", + " 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width',\n", + " 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width',\n", + " 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width',\n", + " 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width',\n", + " 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width',\n", + " 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width',\n", + " 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width',\n", + " 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width',\n", + " 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width',\n", + " 'Dbar_mass', 'Dbar_scale', 'Dbar_phase',\n", + " 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass',\n", + " 'tau_mass', 'C_tt']\n", + "# the name of the parameters\n", + "\n", + " def _unnormalized_pdf(self, x):\n", + " \n", + " x = x.unstack_x()\n", + " \n", + " b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']]\n", + " bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']]\n", + " bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']]\n", + " \n", + " def rho_res(q):\n", + " return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'],\n", + " phase = self.params['rho_phase'], width = self.params['rho_width'])\n", + " \n", + " def omega_res(q):\n", + " return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'],\n", + " phase = self.params['omega_phase'], width = self.params['omega_width'])\n", + " \n", + " def phi_res(q):\n", + " return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'],\n", + " phase = self.params['phi_phase'], width = self.params['phi_width'])\n", + "\n", + " def jpsi_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], \n", + " scale = self.params['jpsi_scale'],\n", + " phase = self.params['jpsi_phase'], \n", + " width = self.params['jpsi_width'])\n", + " def psi2s_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], \n", + " scale = self.params['psi2s_scale'],\n", + " phase = self.params['psi2s_phase'], \n", + " width = self.params['psi2s_width'])\n", + " def p3770_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], \n", + " scale = self.params['p3770_scale'],\n", + " phase = self.params['p3770_phase'], \n", + " width = self.params['p3770_width'])\n", + " \n", + " def p4040_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], \n", + " scale = self.params['p4040_scale'],\n", + " phase = self.params['p4040_phase'], \n", + " width = self.params['p4040_width'])\n", + " \n", + " def p4160_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], \n", + " scale = self.params['p4160_scale'],\n", + " phase = self.params['p4160_phase'], \n", + " width = self.params['p4160_width'])\n", + " \n", + " def p4415_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], \n", + " scale = self.params['p4415_scale'],\n", + " phase = self.params['p4415_phase'], \n", + " width = self.params['p4415_width'])\n", + " \n", + " def P2_D(q):\n", + " 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))\n", + " 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)))\n", + " return Dbar_contrib + DDstar_contrib\n", + " \n", + " def ttau_cusp(q):\n", + " 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)))\n", + " \n", + "\n", + " 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)\n", + "\n", + " vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " tot = vec_f + axiv_nr\n", + " \n", + " #Cut out jpsi and psi2s\n", + " \n", + "# tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot)\n", + " \n", + "# tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot)\n", + " \n", + " return tot" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:From C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\ops\\resource_variable_ops.py:435: colocate_with (from tensorflow.python.framework.ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Colocations handled automatically by placer.\n" + ] + } + ], + "source": [ + "# formfactors\n", + "\n", + "b0_0 = zfit.Parameter(\"b0_0\", ztf.constant(0.292), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "b0_1 = zfit.Parameter(\"b0_1\", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "b0_2 = zfit.Parameter(\"b0_2\", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "\n", + "bplus_0 = zfit.Parameter(\"bplus_0\", ztf.constant(0.466), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", + "bplus_1 = zfit.Parameter(\"bplus_1\", ztf.constant(-0.885), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", + "bplus_2 = zfit.Parameter(\"bplus_2\", ztf.constant(-0.213), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", + "\n", + "bT_0 = zfit.Parameter(\"bT_0\", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "bT_1 = zfit.Parameter(\"bT_1\", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "bT_2 = zfit.Parameter(\"bT_2\", ztf.constant(-1.114), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", + "\n", + "\n", + "#rho\n", + "\n", + "rho_mass, rho_width, rho_phase, rho_scale = pdg[\"rho\"]\n", + "\n", + "rho_m = zfit.Parameter(\"rho_m\", ztf.constant(rho_mass), floating = False) #lower_limit = rho_mass - rho_width, upper_limit = rho_mass + rho_width)\n", + "rho_w = zfit.Parameter(\"rho_w\", ztf.constant(rho_width), floating = False)\n", + "rho_p = zfit.Parameter(\"rho_p\", ztf.constant(rho_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#omega\n", + "\n", + "omega_mass, omega_width, omega_phase, omega_scale = pdg[\"omega\"]\n", + "\n", + "omega_m = zfit.Parameter(\"omega_m\", ztf.constant(omega_mass), floating = False)\n", + "omega_w = zfit.Parameter(\"omega_w\", ztf.constant(omega_width), floating = False)\n", + "omega_p = zfit.Parameter(\"omega_p\", ztf.constant(omega_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "\n", + "#phi\n", + "\n", + "phi_mass, phi_width, phi_phase, phi_scale = pdg[\"phi\"]\n", + "\n", + "phi_m = zfit.Parameter(\"phi_m\", ztf.constant(phi_mass), floating = False)\n", + "phi_w = zfit.Parameter(\"phi_w\", ztf.constant(phi_width), floating = False)\n", + "phi_p = zfit.Parameter(\"phi_p\", ztf.constant(phi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#jpsi\n", + "\n", + "jpsi_mass, jpsi_width, jpsi_phase, jpsi_scale = pdg[\"jpsi\"]\n", + "\n", + "jpsi_m = zfit.Parameter(\"jpsi_m\", ztf.constant(jpsi_mass), floating = False)\n", + "jpsi_w = zfit.Parameter(\"jpsi_w\", ztf.constant(jpsi_width), floating = False)\n", + "jpsi_p = zfit.Parameter(\"jpsi_p\", ztf.constant(jpsi_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#psi2s\n", + "\n", + "psi2s_mass, psi2s_width, psi2s_phase, psi2s_scale = pdg[\"psi2s\"]\n", + "\n", + "psi2s_m = zfit.Parameter(\"psi2s_m\", ztf.constant(psi2s_mass), floating = False)\n", + "psi2s_w = zfit.Parameter(\"psi2s_w\", ztf.constant(psi2s_width), floating = False)\n", + "psi2s_p = zfit.Parameter(\"psi2s_p\", ztf.constant(psi2s_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#psi(3770)\n", + "\n", + "p3770_mass, p3770_width, p3770_phase, p3770_scale = pdg[\"p3770\"]\n", + "\n", + "p3770_m = zfit.Parameter(\"p3770_m\", ztf.constant(p3770_mass), floating = False)\n", + "p3770_w = zfit.Parameter(\"p3770_w\", ztf.constant(p3770_width), floating = False)\n", + "p3770_p = zfit.Parameter(\"p3770_p\", ztf.constant(p3770_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#psi(4040)\n", + "\n", + "p4040_mass, p4040_width, p4040_phase, p4040_scale = pdg[\"p4040\"]\n", + "\n", + "p4040_m = zfit.Parameter(\"p4040_m\", ztf.constant(p4040_mass), floating = False)\n", + "p4040_w = zfit.Parameter(\"p4040_w\", ztf.constant(p4040_width), floating = False)\n", + "p4040_p = zfit.Parameter(\"p4040_p\", ztf.constant(p4040_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#psi(4160)\n", + "\n", + "p4160_mass, p4160_width, p4160_phase, p4160_scale = pdg[\"p4160\"]\n", + "\n", + "p4160_m = zfit.Parameter(\"p4160_m\", ztf.constant(p4160_mass), floating = False)\n", + "p4160_w = zfit.Parameter(\"p4160_w\", ztf.constant(p4160_width), floating = False)\n", + "p4160_p = zfit.Parameter(\"p4160_p\", ztf.constant(p4160_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))\n", + "\n", + "#psi(4415)\n", + "\n", + "p4415_mass, p4415_width, p4415_phase, p4415_scale = pdg[\"p4415\"]\n", + "\n", + "p4415_m = zfit.Parameter(\"p4415_m\", ztf.constant(p4415_mass), floating = False)\n", + "p4415_w = zfit.Parameter(\"p4415_w\", ztf.constant(p4415_width), floating = False)\n", + "p4415_p = zfit.Parameter(\"p4415_p\", ztf.constant(p4415_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)\n", + "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))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Dynamic generation of 2 particle contribution" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "m_c = 1300\n", + "\n", + "Dbar_phase = 0.0\n", + "DDstar_phase = 0.0\n", + "Dstar_mass = pdg['Dst_M']\n", + "Dbar_mass = pdg['D0_M']\n", + "D_mass = pdg['D0_M']\n", + "\n", + "Dbar_s = zfit.Parameter(\"Dbar_s\", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)\n", + "Dbar_m = zfit.Parameter(\"Dbar_m\", ztf.constant(Dbar_mass), floating = False)\n", + "Dbar_p = zfit.Parameter(\"Dbar_p\", ztf.constant(Dbar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False)\n", + "DDstar_s = zfit.Parameter(\"DDstar_s\", ztf.constant(0.0), lower_limit=-0.3, upper_limit=0.3)#, floating = False)\n", + "Dstar_m = zfit.Parameter(\"Dstar_m\", ztf.constant(Dstar_mass), floating = False)\n", + "D_m = zfit.Parameter(\"D_m\", ztf.constant(D_mass), floating = False)\n", + "DDstar_p = zfit.Parameter(\"DDstar_p\", ztf.constant(DDstar_phase), lower_limit=-2*np.pi, upper_limit=2*np.pi)#, floating = False)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Tau parameters" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "tau_m = zfit.Parameter(\"tau_m\", ztf.constant(pdg['tau_M']), floating = False)\n", + "Ctt = zfit.Parameter(\"Ctt\", ztf.constant(0.0), lower_limit=-1.5, upper_limit=1.5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Load data" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [], + "source": [ + "x_min = 2*pdg['muon_M']\n", + "x_max = (pdg[\"Bplus_M\"]-pdg[\"Ks_M\"]-0.1)\n", + "\n", + "# # Full spectrum\n", + "\n", + "obs_toy = zfit.Space('q', limits = (x_min, x_max))\n", + "\n", + "# Jpsi and Psi2s cut out\n", + "\n", + "obs1 = zfit.Space('q', limits = (x_min, jpsi_mass - 60.))\n", + "obs2 = zfit.Space('q', limits = (jpsi_mass + 70., psi2s_mass - 50.))\n", + "obs3 = zfit.Space('q', limits = (psi2s_mass + 50., x_max))\n", + "\n", + "obs_fit = obs1 + obs2 + obs3\n", + "\n", + "# 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:\n", + "# part_set = pkl.load(input_file)\n", + "\n", + "# x_part = part_set['x_part']\n", + "\n", + "# x_part = x_part.astype('float64')\n", + "\n", + "# data = zfit.data.Data.from_numpy(array=x_part, obs=obs)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Setup pdf" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "total_f = total_pdf_cut(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", + " psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w,\n", + " p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w,\n", + " p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w,\n", + " p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w,\n", + " p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w,\n", + " rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w,\n", + " omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w,\n", + " phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w,\n", + " Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m,\n", + " Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p,\n", + " tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2,\n", + " bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2,\n", + " bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2)\n", + "\n", + "total_f_fit = total_pdf_full(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", + " psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w,\n", + " p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w,\n", + " p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w,\n", + " p4160_mass = p4160_m, p4160_scale = p4160_s, p4160_phase = p4160_p, p4160_width = p4160_w,\n", + " p4415_mass = p4415_m, p4415_scale = p4415_s, p4415_phase = p4415_p, p4415_width = p4415_w,\n", + " rho_mass = rho_m, rho_scale = rho_s, rho_phase = rho_p, rho_width = rho_w,\n", + " omega_mass = omega_m, omega_scale = omega_s, omega_phase = omega_p, omega_width = omega_w,\n", + " phi_mass = phi_m, phi_scale = phi_s, phi_phase = phi_p, phi_width = phi_w,\n", + " Dstar_mass = Dstar_m, DDstar_scale = DDstar_s, DDstar_phase = DDstar_p, D_mass = D_m,\n", + " Dbar_mass = Dbar_m, Dbar_scale = Dbar_s, Dbar_phase = Dbar_p,\n", + " tau_mass = tau_m, C_tt = Ctt, b0_0 = b0_0, b0_1 = b0_1, b0_2 = b0_2,\n", + " bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2,\n", + " bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2)\n", + " \n", + "# print(total_pdf.obs)\n", + "\n", + "# print(calcs_test)\n", + "\n", + "# for param in total_f.get_dependents():\n", + "# print(zfit.run(param))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "total_f_fit.normalization(obs_toy)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Test if graphs actually work and compute values" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [], + "source": [ + "# def total_test_tf(xq):\n", + "\n", + "# def jpsi_res(q):\n", + "# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w)\n", + "\n", + "# def psi2s_res(q):\n", + "# return resonance(q, psi2s_m, psi2s_s, psi2s_p, psi2s_w)\n", + "\n", + "# def cusp(q):\n", + "# return bifur_gauss(q, cusp_m, sig_L, sig_R, cusp_s)\n", + "\n", + "# funcs = jpsi_res(xq) + psi2s_res(xq) + cusp(xq)\n", + "\n", + "# vec_f = vec(xq, funcs)\n", + "\n", + "# axiv_nr = axiv_nonres(xq)\n", + "\n", + "# tot = vec_f + axiv_nr\n", + " \n", + "# return tot\n", + "\n", + "# def jpsi_res(q):\n", + "# return resonance(q, jpsi_m, jpsi_s, jpsi_p, jpsi_w)\n", + "\n", + "# calcs = zfit.run(total_test_tf(x_part))\n", + "\n", + "test_q = np.linspace(x_min, x_max, int(2e6))\n", + "\n", + "probs = total_f_fit.pdf(test_q, norm_range=False)\n", + "\n", + "calcs_test = zfit.run(probs)\n", + "# res_y = zfit.run(jpsi_res(test_q))\n", + "# b0 = [b0_0, b0_1, b0_2]\n", + "# bplus = [bplus_0, bplus_1, bplus_2]\n", + "# bT = [bT_0, bT_1, bT_2]\n", + "# f0_y = zfit.run(tf.math.real(formfactor(test_q,\"0\", b0, bplus, bT)))\n", + "# fplus_y = zfit.run(tf.math.real(formfactor(test_q,\"+\", b0, bplus, bT)))\n", + "# fT_y = zfit.run(tf.math.real(formfactor(test_q,\"T\", b0, bplus, bT)))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\ipykernel_launcher.py:12: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " if sys.path[0] == '':\n", + "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\IPython\\core\\pylabtools.py:128: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n", + " fig.canvas.print_figure(bytes_io, **kw)\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.clf()\n", + "# plt.plot(x_part, calcs, '.')\n", + "plt.plot(test_q, calcs_test, label = 'pdf')\n", + "# plt.plot(test_q, f0_y, label = '0')\n", + "# plt.plot(test_q, fT_y, label = 'T')\n", + "# plt.plot(test_q, fplus_y, label = '+')\n", + "# plt.plot(test_q, res_y, label = 'res')\n", + "plt.legend()\n", + "plt.ylim(0.0, 1.5e-6)\n", + "# plt.yscale('log')\n", + "# plt.xlim(770, 785)\n", + "plt.savefig('test.png')\n", + "# print(jpsi_width)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "\n", + "# probs = mixture.prob(test_q)\n", + "# probs_np = zfit.run(probs)\n", + "# probs_np *= np.max(calcs_test) / np.max(probs_np)\n", + "# plt.figure()\n", + "# plt.semilogy(test_q, probs_np,label=\"importance sampling\")\n", + "# plt.semilogy(test_q, calcs_test, label = 'pdf')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "# 0.213/(0.00133+0.213+0.015)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Adjust scaling of different parts" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None)\n", + "# inte = total_f.integrate(limits = (950., 1050.), norm_range=False)\n", + "# inte_fl = zfit.run(inte)\n", + "# print(inte_fl/4500)\n", + "# print(pdg[\"jpsi_BR\"]/pdg[\"NR_BR\"], inte_fl*pdg[\"psi2s_auc\"]/pdg[\"NR_auc\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "# # print(\"jpsi:\", inte_fl)\n", + "# # print(\"Increase am by factor:\", np.sqrt(pdg[\"jpsi_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "# # print(\"New amp:\", pdg[\"jpsi\"][3]*np.sqrt(pdg[\"jpsi_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "\n", + "# # print(\"psi2s:\", inte_fl)\n", + "# # print(\"Increase am by factor:\", np.sqrt(pdg[\"psi2s_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "# # print(\"New amp:\", pdg[\"psi2s\"][3]*np.sqrt(pdg[\"psi2s_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "\n", + "# name = \"phi\"\n", + "\n", + "# print(name+\":\", inte_fl)\n", + "# print(\"Increase am by factor:\", np.sqrt(pdg[name+\"_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "# print(\"New amp:\", pdg[name][0]*np.sqrt(pdg[name+\"_BR\"]/pdg[\"NR_BR\"]*pdg[\"NR_auc\"]/inte_fl))\n", + "\n", + "\n", + "# print(x_min)\n", + "# print(x_max)\n", + "# # total_f.update_integration_options(draws_per_dim=2000000, mc_sampler=None)\n", + "# total_f.update_integration_options(mc_sampler=lambda dim, num_results,\n", + "# dtype: tf.random_uniform(maxval=1., shape=(num_results, dim), dtype=dtype),\n", + "# draws_per_dim=1000000)\n", + "# # _ = []\n", + "\n", + "# # for i in range(10):\n", + "\n", + "# # inte = total_f.integrate(limits = (x_min, x_max))\n", + "# # inte_fl = zfit.run(inte)\n", + "# # print(inte_fl)\n", + "# # _.append(inte_fl)\n", + "\n", + "# # print(\"mean:\", np.mean(_))\n", + "\n", + "# _ = time.time()\n", + "\n", + "# inte = total_f.integrate(limits = (x_min, x_max))\n", + "# inte_fl = zfit.run(inte)\n", + "# print(inte_fl)\n", + "# print(\"Time taken: {}\".format(display_time(int(time.time() - _))))\n", + "\n", + "# print(pdg['NR_BR']/pdg['NR_auc']*inte_fl)\n", + "# print(0.25**2*4.2/1000)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sampling\n", + "## Mixture distribution for sampling" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [], + "source": [ + "\n", + " \n", + "# print(list_of_borders[:9])\n", + "# print(list_of_borders[-9:])\n", + "\n", + "\n", + "class UniformSampleAndWeights(zfit.util.execution.SessionHolderMixin):\n", + " def __call__(self, limits, dtype, n_to_produce):\n", + " # n_to_produce = tf.cast(n_to_produce, dtype=tf.int32)\n", + " low, high = limits.limit1d\n", + " low = tf.cast(low, dtype=dtype)\n", + " high = tf.cast(high, dtype=dtype)\n", + "# uniform = tfd.Uniform(low=low, high=high)\n", + "# uniformjpsi = tfd.Uniform(low=tf.constant(3080, dtype=dtype), high=tf.constant(3112, dtype=dtype))\n", + "# uniformpsi2s = tfd.Uniform(low=tf.constant(3670, dtype=dtype), high=tf.constant(3702, dtype=dtype))\n", + "\n", + "# list_of_borders = []\n", + "# _p = []\n", + "# splits = 10\n", + "\n", + "# _ = np.linspace(x_min, x_max, splits)\n", + "\n", + "# for i in range(splits):\n", + "# list_of_borders.append(tf.constant(_[i], dtype=dtype))\n", + "# _p.append(tf.constant(1/splits, dtype=dtype))\n", + " \n", + "# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=_p[:(splits-1)]),\n", + "# components_distribution=tfd.Uniform(low=list_of_borders[:(splits-1)], \n", + "# high=list_of_borders[-(splits-1):]))\n", + " mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.05, dtype=dtype),\n", + " tf.constant(0.93, dtype=dtype),\n", + " tf.constant(0.05, dtype=dtype),\n", + " tf.constant(0.065, dtype=dtype),\n", + " tf.constant(0.04, dtype=dtype),\n", + " tf.constant(0.05, dtype=dtype)]),\n", + " components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), \n", + " tf.constant(3090, dtype=dtype),\n", + " tf.constant(3681, dtype=dtype), \n", + " tf.constant(3070, dtype=dtype),\n", + " tf.constant(1000, dtype=dtype),\n", + " tf.constant(3660, dtype=dtype)], \n", + " high=[tf.constant(x_max, dtype=dtype),\n", + " tf.constant(3102, dtype=dtype), \n", + " tf.constant(3691, dtype=dtype),\n", + " tf.constant(3110, dtype=dtype),\n", + " tf.constant(1040, dtype=dtype),\n", + " tf.constant(3710, dtype=dtype)]))\n", + "# dtype = tf.float64\n", + "# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.04, dtype=dtype),\n", + "# tf.constant(0.90, dtype=dtype),\n", + "# tf.constant(0.02, dtype=dtype),\n", + "# tf.constant(0.07, dtype=dtype),\n", + "# tf.constant(0.02, dtype=dtype)]),\n", + "# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), \n", + "# tf.constant(3089, dtype=dtype),\n", + "# tf.constant(3103, dtype=dtype), \n", + "# tf.constant(3681, dtype=dtype),\n", + "# tf.constant(3691, dtype=dtype)], \n", + "# high=[tf.constant(3089, dtype=dtype),\n", + "# tf.constant(3103, dtype=dtype), \n", + "# tf.constant(3681, dtype=dtype),\n", + "# tf.constant(3691, dtype=dtype), \n", + "# tf.constant(x_max, dtype=dtype)]))\n", + "# mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype))\n", + "# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype)\n", + " sample = mixture.sample((n_to_produce, 1))\n", + "# sample = tf.random.uniform((n_to_produce, 1), dtype=dtype)\n", + " weights = mixture.prob(sample)[:,0]\n", + "# weights = tf.broadcast_to(tf.constant(1., dtype=dtype), shape=(n_to_produce,))\n", + " # sample = tf.expand_dims(sample, axis=-1)\n", + "# print(sample, weights)\n", + " \n", + "# weights = tf.ones(shape=(n_to_produce,), dtype=dtype)\n", + " weights_max = None\n", + " thresholds = tf.random_uniform(shape=(n_to_produce,), dtype=dtype)\n", + " return sample, thresholds, weights, weights_max, n_to_produce" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "# total_f._sample_and_weights = UniformSampleAndWeights" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "# 0.00133/(0.00133+0.213+0.015)*(x_max-3750)/(x_max-x_min)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "# zfit.settings.set_verbosity(10)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "# # zfit.run.numeric_checks = False \n", + "\n", + "# nr_of_toys = 1\n", + "# nevents = int(pdg[\"number_of_decays\"])\n", + "# nevents = pdg[\"number_of_decays\"]\n", + "# event_stack = 1000000\n", + "# # zfit.settings.set_verbosity(10)\n", + "# calls = int(nevents/event_stack + 1)\n", + "\n", + "# total_samp = []\n", + "\n", + "# start = time.time()\n", + "\n", + "# sampler = total_f.create_sampler(n=event_stack)\n", + "\n", + "# for toy in range(nr_of_toys):\n", + " \n", + "# dirName = 'data/zfit_toys/toy_{0}'.format(toy)\n", + " \n", + "# if not os.path.exists(dirName):\n", + "# os.mkdir(dirName)\n", + "# print(\"Directory \" , dirName , \" Created \")\n", + "\n", + "# for call in range(calls):\n", + "\n", + "# sampler.resample(n=event_stack)\n", + "# s = sampler.unstack_x()\n", + "# sam = zfit.run(s)\n", + "# # clear_output(wait=True)\n", + "\n", + "# c = call + 1\n", + " \n", + "# print(\"{0}/{1} of Toy {2}/{3}\".format(c, calls, toy+1, nr_of_toys))\n", + "# print(\"Time taken: {}\".format(display_time(int(time.time() - start))))\n", + "# print(\"Projected time left: {}\".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c)))))\n", + "\n", + "# with open(\"data/zfit_toys/toy_{0}/{1}.pkl\".format(toy, call), \"wb\") as f:\n", + "# pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL)" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [], + "source": [ + "# with open(r\"data/zfit_toys/toy_0/0.pkl\", \"rb\") as input_file:\n", + "# sam = pkl.load(input_file)\n", + "# print(sam[:10])\n", + "\n", + "# with open(r\"data/zfit_toys/toy_0/1.pkl\", \"rb\") as input_file:\n", + "# sam2 = pkl.load(input_file)\n", + "# print(sam2[:10])\n", + "\n", + "# print(np.sum(sam-sam2))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "# print(\"Time to generate full toy: {} s\".format(int(time.time()-start)))\n", + "\n", + "# total_samp = []\n", + "\n", + "# for call in range(calls):\n", + "# with open(r\"data/zfit_toys/toy_0/{}.pkl\".format(call), \"rb\") as input_file:\n", + "# sam = pkl.load(input_file)\n", + "# total_samp = np.append(total_samp, sam)\n", + "\n", + "# total_samp = total_samp.astype('float64')\n", + "\n", + "# data2 = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs)\n", + "\n", + "# data3 = zfit.data.Data.from_numpy(array=total_samp, obs=obs)\n", + "\n", + "# print(total_samp[:nevents].shape)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "# plt.clf()\n", + "\n", + "# bins = int((x_max-x_min)/7)\n", + "\n", + "# # calcs = zfit.run(total_test_tf(samp))\n", + "# print(total_samp[:nevents].shape)\n", + "\n", + "# plt.hist(total_samp[:nevents], bins = bins, range = (x_min,x_max), label = 'data')\n", + "# # plt.plot(test_q, calcs_test*nevents , label = 'pdf')\n", + "\n", + "# # plt.plot(sam, calcs, '.')\n", + "# # plt.plot(test_q, calcs_test)\n", + "# # plt.yscale('log')\n", + "# plt.ylim(0, 200)\n", + "# # plt.xlim(3080, 3110)\n", + "\n", + "# plt.legend()\n", + "\n", + "# plt.savefig('test2.png')" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "# sampler = total_f.create_sampler(n=nevents)\n", + "# nll = zfit.loss.UnbinnedNLL(model=total_f, data=sampler, fit_range = (x_min, x_max))\n", + "\n", + "# # for param in pdf.get_dependents():\n", + "# # param.set_value(initial_value)\n", + "\n", + "# sampler.resample(n=nevents)\n", + "\n", + "# # Randomise initial values\n", + "# # for param in pdf.get_dependents():\n", + "# # param.set_value(random value here)\n", + "\n", + "# # Minimise the NLL\n", + "# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 10)\n", + "# minimum = minimizer.minimize(nll)" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "# jpsi_width" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "# plt.hist(sample, weights=1 / prob(sample))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Fitting" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "# start = time.time()\n", + "\n", + "# for param in total_f.get_dependents():\n", + "# param.randomize()\n", + " \n", + "# # for param in total_f.get_dependents():\n", + "# # print(zfit.run(param))\n", + " \n", + "# nll = zfit.loss.UnbinnedNLL(model=total_f, data=data2, fit_range = (x_min, x_max))\n", + "\n", + "# minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5)\n", + "# # minimizer._use_tfgrad = False\n", + "# result = minimizer.minimize(nll)\n", + "\n", + "# # param_errors = result.error()\n", + "\n", + "# # for var, errors in param_errors.items():\n", + "# # print('{}: ^{{+{}}}_{{{}}}'.format(var.name, errors['upper'], errors['lower']))\n", + "\n", + "# print(\"Function minimum:\", result.fmin)\n", + "# # print(\"Results:\", result.params)\n", + "# print(\"Hesse errors:\", result.hesse())" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [], + "source": [ + "# print(\"Time taken for fitting: {}\".format(display_time(int(time.time()-start))))\n", + "\n", + "# # probs = total_f.pdf(test_q)\n", + "\n", + "# calcs_test = zfit.run(probs)\n", + "# res_y = zfit.run(jpsi_res(test_q))" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [], + "source": [ + "# plt.clf()\n", + "# # plt.plot(x_part, calcs, '.')\n", + "# plt.plot(test_q, calcs_test, label = 'pdf')\n", + "# # plt.plot(test_q, res_y, label = 'res')\n", + "# plt.legend()\n", + "# plt.ylim(0.0, 10e-6)\n", + "# # plt.yscale('log')\n", + "# # plt.xlim(3080, 3110)\n", + "# plt.savefig('test3.png')\n", + "# # print(jpsi_width)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "# _tot = 4.37e-7+6.02e-5+4.97e-6\n", + "# _probs = []\n", + "# _probs.append(6.02e-5/_tot)\n", + "# _probs.append(4.97e-6/_tot)\n", + "# _probs.append(4.37e-7/_tot)\n", + "# print(_probs)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "metadata": {}, + "outputs": [], + "source": [ + "# dtype = 'float64'\n", + "# # mixture = tfd.Uniform(tf.constant(x_min, dtype=dtype), tf.constant(x_max, dtype=dtype))\n", + "# mixture = tfd.MixtureSameFamily(mixture_distribution=tfd.Categorical(probs=[tf.constant(0.007, dtype=dtype),\n", + "# tf.constant(0.917, dtype=dtype),\n", + "# tf.constant(0.076, dtype=dtype)]),\n", + "# components_distribution=tfd.Uniform(low=[tf.constant(x_min, dtype=dtype), \n", + "# tf.constant(3080, dtype=dtype),\n", + "# tf.constant(3670, dtype=dtype)], \n", + "# high=[tf.constant(x_max, dtype=dtype),\n", + "# tf.constant(3112, dtype=dtype), \n", + "# tf.constant(3702, dtype=dtype)]))\n", + "# # for i in range(10):\n", + "# # print(zfit.run(mixture.prob(mixture.sample((10, 1)))))" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "metadata": {}, + "outputs": [], + "source": [ + "# print((zfit.run(jpsi_p)%(2*np.pi))/np.pi)\n", + "# print((zfit.run(psi2s_p)%(2*np.pi))/np.pi)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [], + "source": [ + "# def jpsi_res(q):\n", + "# return resonance(q, _mass = jpsi_mass, scale = jpsi_scale,\n", + "# phase = jpsi_phase, width = jpsi_width)\n", + "\n", + "# def psi2s_res(q):\n", + "# return resonance(q, _mass = psi2s_mass, scale = psi2s_scale,\n", + "# phase = psi2s_phase, width = psi2s_width)\n", + " \n", + "# def p3770_res(q):\n", + "# return resonance(q, _mass = p3770_mass, scale = p3770_scale,\n", + "# phase = p3770_phase, width = p3770_width)\n", + " \n", + "# def p4040_res(q):\n", + "# return resonance(q, _mass = p4040_mass, scale = p4040_scale,\n", + "# phase = p4040_phase, width = p4040_width)\n", + " \n", + "# def p4160_res(q):\n", + "# return resonance(q, _mass = p4160_mass, scale = p4160_scale,\n", + "# phase = p4160_phase, width = p4160_width)\n", + " \n", + "# def p4415_res(q):\n", + "# return resonance(q, _mass = p4415_mass, scale = p4415_scale,\n", + "# phase = p4415_phase, width = p4415_width)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "# 0.15**2*4.2/1000\n", + "# result.hesse()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Constraints" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [], + "source": [ + "# 1. Constraint - Real part of sum of Psi contrib and D contribs\n", + "\n", + "sum_list = []\n", + "\n", + "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))))\n", + "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))))\n", + "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))))\n", + "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))))\n", + "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))))\n", + "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))))\n", + "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)))))\n", + "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))))\n", + "\n", + "sum_ru_1 = ztf.to_complex(ztf.constant(0.0))\n", + "\n", + "for part in sum_list:\n", + " sum_ru_1 += part\n", + "\n", + "sum_1 = tf.math.real(sum_ru_1)\n", + "# constraint1 = zfit.constraint.GaussianConstraint(params = sum_1, mu = ztf.constant(1.7*10**-8), \n", + "# sigma = ztf.constant(2.2*10**-8))\n", + "\n", + "constraint1 = tf.pow((sum_1-ztf.constant(1.7*10**-8))/ztf.constant(2.2*10**-8),2)/ztf.constant(2.)\n", + "\n", + "# 2. Constraint - Abs. of sum of Psi contribs and D contribs\n", + "\n", + "sum_2 = tf.abs(sum_ru_1)\n", + "constraint2 = tf.cond(tf.greater_equal(sum_2, 5.0e-8), lambda: 100000., lambda: 0.)\n", + "\n", + "# 3. Constraint - Maximum eta of D contribs\n", + "\n", + "constraint3_0 = tf.cond(tf.greater_equal(tf.abs(Dbar_s), 0.2), lambda: 100000., lambda: 0.)\n", + "\n", + "constraint3_1 = tf.cond(tf.greater_equal(tf.abs(DDstar_s), 0.2), lambda: 100000., lambda: 0.)\n", + "\n", + "# 4. Constraint - Formfactor multivariant gaussian covariance fplus\n", + "\n", + "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)],\n", + " [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)],\n", + " [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)],\n", + " [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)],\n", + " [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)],\n", + " [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)],\n", + " [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)],\n", + " [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)],\n", + " [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.)]]\n", + "\n", + "def triGauss(val1,val2,val3,m = Cov_matrix):\n", + "\n", + " mean1 = ztf.constant(0.466)\n", + " mean2 = ztf.constant(-0.885)\n", + " mean3 = ztf.constant(-0.213)\n", + " sigma1 = ztf.constant(0.014)\n", + " sigma2 = ztf.constant(0.128)\n", + " sigma3 = ztf.constant(0.548)\n", + " x1 = (val1-mean1)/sigma1\n", + " x2 = (val2-mean2)/sigma2\n", + " x3 = (val3-mean3)/sigma3\n", + " rho12 = m[0][1]\n", + " rho13 = m[0][2]\n", + " rho23 = m[1][2]\n", + " 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))\n", + " d = 2*(rho12*rho12+rho13*rho13+rho23*rho23-2*rho12*rho13*rho23-1)\n", + " \n", + " fcn = -w/d\n", + " chisq = -2*fcn\n", + " return chisq\n", + "\n", + "constraint4 = triGauss(bplus_0, bplus_1, bplus_2)\n", + "\n", + "# mean1 = ztf.constant(0.466)\n", + "# mean2 = ztf.constant(-0.885)\n", + "# mean3 = ztf.constant(-0.213)\n", + "# sigma1 = ztf.constant(0.014)\n", + "# sigma2 = ztf.constant(0.128)\n", + "# sigma3 = ztf.constant(0.548)\n", + "# constraint4_0 = tf.pow((bplus_0-mean1)/sigma1,2)/ztf.constant(2.)\n", + "# constraint4_1 = tf.pow((bplus_1-mean2)/sigma2,2)/ztf.constant(2.)\n", + "# constraint4_2 = tf.pow((bplus_2-mean3)/sigma3,2)/ztf.constant(2.)\n", + "\n", + "# 5. Constraint - Abs. of sum of light contribs\n", + "\n", + "sum_list_5 = []\n", + "\n", + "sum_list_5.append(rho_s*rho_w/rho_m)\n", + "sum_list_5.append(omega_s*omega_w/omega_m)\n", + "sum_list_5.append(phi_s*phi_w/phi_m)\n", + "\n", + "\n", + "sum_ru_5 = ztf.constant(0.0)\n", + "\n", + "for part in sum_list_5:\n", + " sum_ru_5 += part\n", + "\n", + "constraint5 = tf.cond(tf.greater_equal(tf.abs(sum_ru_5), ztf.constant(0.02)), lambda: 100000., lambda: 0.)\n", + "\n", + "# 6. Constraint on phases of Jpsi and Psi2s for cut out fit\n", + "\n", + "\n", + "# constraint6_0 = zfit.constraint.GaussianConstraint(params = jpsi_p, mu = ztf.constant(pdg[\"jpsi_phase_unc\"]),\n", + "# sigma = ztf.constant(jpsi_phase))\n", + "# constraint6_1 = zfit.constraint.GaussianConstraint(params = psi2s_p, mu = ztf.constant(pdg[\"psi2s_phase_unc\"]),\n", + "# sigma = ztf.constant(psi2s_phase))\n", + "\n", + "constraint6_0 = tf.pow((jpsi_p-ztf.constant(jpsi_phase))/ztf.constant(pdg[\"jpsi_phase_unc\"]),2)/ztf.constant(2.)\n", + "constraint6_1 = tf.pow((psi2s_p-ztf.constant(psi2s_phase))/ztf.constant(pdg[\"psi2s_phase_unc\"]),2)/ztf.constant(2.)\n", + "\n", + "# 7. Constraint on Ctt with higher limits\n", + "\n", + "constraint7 = tf.cond(tf.greater_equal(Ctt*Ctt, 0.25), lambda: 100000., lambda: 0.)\n", + "\n", + "constraint7dtype = tf.float64\n", + "\n", + "# zfit.run(constraint6_0)\n", + "\n", + "# ztf.convert_to_tensor(constraint6_0)\n", + "\n", + "#List of all constraints\n", + "\n", + "constraints = [constraint1, constraint2, constraint3_0, constraint3_1,# constraint4, #constraint4_0, constraint4_1, constraint4_2,\n", + " constraint6_0, constraint6_1]#, constraint7]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Reset params" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [], + "source": [ + "def reset_param_values(): \n", + " jpsi_m.set_value(jpsi_mass)\n", + " jpsi_s.set_value(jpsi_scale)\n", + " jpsi_p.set_value(jpsi_phase)\n", + " jpsi_w.set_value(jpsi_width)\n", + " psi2s_m.set_value(psi2s_mass)\n", + " psi2s_s.set_value(psi2s_scale)\n", + " psi2s_p.set_value(psi2s_phase)\n", + " psi2s_w.set_value(psi2s_width)\n", + " p3770_m.set_value(p3770_mass)\n", + " p3770_s.set_value(p3770_scale)\n", + " p3770_p.set_value(p3770_phase)\n", + " p3770_w.set_value(p3770_width)\n", + " p4040_m.set_value(p4040_mass)\n", + " p4040_s.set_value(p4040_scale)\n", + " p4040_p.set_value(p4040_phase)\n", + " p4040_w.set_value(p4040_width)\n", + " p4160_m.set_value(p4160_mass)\n", + " p4160_s.set_value(p4160_scale)\n", + " p4160_p.set_value(p4160_phase)\n", + " p4160_w.set_value(p4160_width)\n", + " p4415_m.set_value(p4415_mass)\n", + " p4415_s.set_value(p4415_scale)\n", + " p4415_p.set_value(p4415_phase)\n", + " p4415_w.set_value(p4415_width)\n", + " rho_m.set_value(rho_mass)\n", + " rho_s.set_value(rho_scale)\n", + " rho_p.set_value(rho_phase)\n", + " rho_w.set_value(rho_width)\n", + " omega_m.set_value(omega_mass)\n", + " omega_s.set_value(omega_scale)\n", + " omega_p.set_value(omega_phase)\n", + " omega_w.set_value(omega_width)\n", + " phi_m.set_value(phi_mass)\n", + " phi_s.set_value(phi_scale)\n", + " phi_p.set_value(phi_phase)\n", + " phi_w.set_value(phi_width)\n", + " Dstar_m.set_value(Dstar_mass)\n", + " DDstar_s.set_value(0.0)\n", + " DDstar_p.set_value(0.0)\n", + " D_m.set_value(D_mass)\n", + " Dbar_m.set_value(Dbar_mass)\n", + " Dbar_s.set_value(0.0)\n", + " Dbar_p.set_value(0.0)\n", + " tau_m.set_value(pdg['tau_M'])\n", + " Ctt.set_value(0.0)\n", + " b0_0.set_value(0.292)\n", + " b0_1.set_value(0.281)\n", + " b0_2.set_value(0.150)\n", + " bplus_0.set_value(0.466)\n", + " bplus_1.set_value(-0.885)\n", + " bplus_2.set_value(-0.213)\n", + " bT_0.set_value(0.460)\n", + " bT_1.set_value(-1.089)\n", + " bT_2.set_value(-1.114)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Analysis" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": { + "scrolled": false + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "WARNING:tensorflow:From C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\core\\sample.py:163: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.\n", + "Instructions for updating:\n", + "Use tf.cast instead.\n", + "Toy 0: Generating data...\n", + "Toy 0: Data generation finished\n", + "Toy 0: Loading data...\n", + "Toy 0: Loading data finished\n", + "Toy 0: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.977E+05 | Ncalls=1160 (1160 total) |\n", + "| EDM = 7.03E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297698.8532113871\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -0.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 8.1 | 1.8 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | 0.7 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 18.7 | 1.5 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 1.70 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | 1.711 | 0.023 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | -5.7 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.52 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.20 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | -2.68 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.39 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | 3.28 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -1.40 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | 4.02 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.16 | 0.19 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | -1.19 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.085 0.030 0.181 -0.178 0.033 0.061 -0.248 -0.133 -0.032 0.009 -0.016 -0.001 0.013 0.128 -0.009 -0.004 -0.002 0.007 -0.006 0.030 |\n", + "| omega_s | 0.085 1.000 0.881 0.036 -0.017 -0.003 -0.033 -0.071 0.005 -0.006 -0.004 0.001 -0.000 -0.006 -0.001 -0.005 -0.000 -0.000 -0.007 0.002 0.000 |\n", + "| omega_p | 0.030 0.881 1.000 0.299 0.028 -0.004 -0.033 -0.006 0.007 -0.006 -0.005 0.001 -0.000 -0.007 -0.002 -0.005 -0.000 -0.002 -0.007 0.002 0.000 |\n", + "| rho_s | 0.181 0.036 0.299 1.000 -0.008 -0.004 -0.011 0.017 -0.003 -0.009 -0.004 -0.006 0.001 -0.007 0.010 0.001 0.000 -0.008 -0.002 -0.002 0.009 |\n", + "| phi_s | -0.178 -0.017 0.028 -0.008 1.000 -0.021 -0.076 0.857 0.075 0.008 -0.010 0.009 0.000 -0.015 -0.067 -0.002 0.002 -0.001 -0.013 0.005 -0.015 |\n", + "| p3770_s | 0.033 -0.003 -0.004 -0.004 -0.021 1.000 0.048 -0.016 0.035 -0.383 -0.036 0.054 -0.011 -0.093 0.035 -0.253 -0.008 0.048 -0.137 0.186 0.166 |\n", + "| jpsi_p | 0.061 -0.033 -0.033 -0.011 -0.076 0.048 1.000 -0.059 -0.399 0.012 -0.023 -0.096 -0.053 -0.036 0.224 -0.005 -0.046 -0.111 0.070 -0.047 -0.145 |\n", + "| phi_p | -0.248 -0.071 -0.006 0.017 0.857 -0.016 -0.059 1.000 0.057 0.007 -0.008 0.008 -0.000 -0.011 -0.052 -0.003 0.001 0.001 -0.010 0.005 -0.014 |\n", + "| Ctt | -0.133 0.005 0.007 -0.003 0.075 0.035 -0.399 0.057 1.000 -0.297 -0.071 0.336 0.006 -0.124 -0.137 0.305 -0.004 0.291 -0.437 0.418 0.439 |\n", + "| p3770_p | -0.032 -0.006 -0.006 -0.009 0.008 -0.383 0.012 0.007 -0.297 1.000 0.043 -0.127 -0.024 0.103 -0.061 -0.213 -0.035 -0.095 0.195 -0.150 -0.165 |\n", + "| p4415_p | 0.009 -0.004 -0.005 -0.004 -0.010 -0.036 -0.023 -0.008 -0.071 0.043 1.000 -0.196 -0.034 0.067 0.067 -0.098 -0.016 -0.106 0.262 -0.204 0.071 |\n", + "| p4415_s | -0.016 0.001 0.001 -0.006 0.009 0.054 -0.096 0.008 0.336 -0.127 -0.196 1.000 0.014 0.082 0.252 0.076 0.006 0.372 -0.145 0.189 0.004 |\n", + "| DDstar_s | -0.001 -0.000 -0.000 0.001 0.000 -0.011 -0.053 -0.000 0.006 -0.024 -0.034 0.014 1.000 -0.034 0.022 -0.023 -0.002 0.003 -0.053 0.013 -0.011 |\n", + "| p4040_p | 0.013 -0.006 -0.007 -0.007 -0.015 -0.093 -0.036 -0.011 -0.124 0.103 0.067 0.082 -0.034 1.000 0.011 -0.226 -0.024 0.328 -0.045 -0.219 0.111 |\n", + "| DDstar_p | 0.128 -0.001 -0.002 0.010 -0.067 0.035 0.224 -0.052 -0.137 -0.061 0.067 0.252 0.022 0.011 1.000 0.072 -0.011 0.237 -0.210 0.238 -0.665 |\n", + "| psi2s_p | -0.009 -0.005 -0.005 0.001 -0.002 -0.253 -0.005 -0.003 0.305 -0.213 -0.098 0.076 -0.023 -0.226 0.072 1.000 -0.024 -0.030 -0.184 0.145 0.054 |\n", + "| Dbar_s | -0.004 -0.000 -0.000 0.000 0.002 -0.008 -0.046 0.001 -0.004 -0.035 -0.016 0.006 -0.002 -0.024 -0.011 -0.024 1.000 0.005 -0.032 0.012 0.015 |\n", + "| p4160_s | -0.002 -0.000 -0.002 -0.008 -0.001 0.048 -0.111 0.001 0.291 -0.095 -0.106 0.372 0.003 0.328 0.237 -0.030 0.005 1.000 -0.245 -0.049 0.121 |\n", + "| p4160_p | 0.007 -0.007 -0.007 -0.002 -0.013 -0.137 0.070 -0.010 -0.437 0.195 0.262 -0.145 -0.053 -0.045 -0.210 -0.184 -0.032 -0.245 1.000 -0.530 0.000 |\n", + "| p4040_s | -0.006 0.002 0.002 -0.002 0.005 0.186 -0.047 0.005 0.418 -0.150 -0.204 0.189 0.013 -0.219 0.238 0.145 0.012 -0.049 -0.530 1.000 0.029 |\n", + "| Dbar_p | 0.030 0.000 0.000 0.009 -0.015 0.166 -0.145 -0.014 0.439 -0.165 0.071 0.004 -0.011 0.111 -0.665 0.054 0.015 0.121 0.000 0.029 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.4837472298559913}), (, {'error': 1.8230423175976291}), (, {'error': 0.452729301427385}), (, {'error': 0.31705121493663646}), (, {'error': 1.4871082055111255}), (, {'error': 0.2631626205737271}), (, {'error': 0.023395072427270236}), (, {'error': 0.34291663689305096}), (, {'error': 0.1382524227983245}), (, {'error': 0.15454495067808272}), (, {'error': 0.14765622133701495}), (, {'error': 0.19125316798637082}), (, {'error': 0.02194924057582351}), (, {'error': 0.14881866482336825}), (, {'error': 0.2284167183553456}), (, {'error': 0.0322565248156339}), (, {'error': 0.017151566032725857}), (, {'error': 0.17088081601709282}), (, {'error': 0.10376333863688103}), (, {'error': 0.18592794223223952}), (, {'error': 0.2744720989913345})])\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\ipykernel_launcher.py:196: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 1/10\n", + "Time taken: 1 min, 56 s\n", + "Projected time left: 17 min, 24 s\n", + "Toy 1: Generating data...\n", + "Toy 1: Data generation finished\n", + "Toy 1: Loading data...\n", + "Toy 1: Loading data finished\n", + "Toy 1: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1005 (1005 total) |\n", + "| EDM = 6.22E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297771.1911008895\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 9.1 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | 1.19 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.06 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | -4.579 | 0.024 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | -0.29 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.64 | 0.13 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.41 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | 3.53 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.30 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -3.20 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.49 | 0.24 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | 3.94 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.46 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 2.05 | 0.30 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 -0.014 -0.044 0.036 0.035 0.005 0.008 0.025 -0.025 -0.006 0.001 -0.002 -0.000 0.001 0.024 -0.002 -0.001 0.001 -0.001 -0.001 0.003 |\n", + "| omega_s | -0.014 1.000 0.444 0.092 -0.002 -0.007 -0.028 -0.024 0.028 0.001 -0.004 0.002 0.000 -0.006 -0.024 -0.001 0.001 -0.002 -0.003 0.002 -0.003 |\n", + "| omega_p | -0.044 0.444 1.000 0.668 0.035 -0.002 -0.016 0.040 0.002 -0.007 -0.003 -0.002 -0.000 -0.006 0.003 -0.001 -0.000 -0.004 -0.004 0.000 0.002 |\n", + "| rho_s | 0.036 0.092 0.668 1.000 0.046 -0.004 -0.019 0.031 0.000 -0.013 -0.005 -0.004 0.001 -0.010 0.007 0.000 0.001 -0.007 -0.005 -0.001 0.009 |\n", + "| phi_s | 0.035 -0.002 0.035 0.046 1.000 -0.012 -0.050 0.692 0.043 -0.003 -0.007 0.001 0.001 -0.012 -0.034 -0.001 0.002 -0.005 -0.007 0.003 -0.001 |\n", + "| p3770_s | 0.005 -0.007 -0.002 -0.004 -0.012 1.000 0.033 -0.001 0.067 -0.354 -0.036 0.059 -0.010 -0.094 0.018 -0.185 -0.006 0.055 -0.149 0.180 0.157 |\n", + "| jpsi_p | 0.008 -0.028 -0.016 -0.019 -0.050 0.033 1.000 -0.020 -0.416 0.042 -0.036 -0.084 -0.060 -0.043 0.254 0.001 -0.058 -0.115 0.063 -0.024 -0.206 |\n", + "| phi_p | 0.025 -0.024 0.040 0.031 0.692 -0.001 -0.020 1.000 -0.004 -0.009 -0.003 -0.001 -0.001 -0.006 0.009 -0.003 -0.001 -0.002 -0.005 0.001 0.002 |\n", + "| Ctt | -0.025 0.028 0.002 0.000 0.043 0.067 -0.416 -0.004 1.000 -0.321 -0.042 0.320 0.004 -0.089 -0.159 0.286 -0.011 0.305 -0.429 0.381 0.447 |\n", + "| p3770_p | -0.006 0.001 -0.007 -0.013 -0.003 -0.354 0.042 -0.009 -0.321 1.000 0.017 -0.117 -0.034 0.068 -0.002 -0.255 -0.053 -0.107 0.171 -0.098 -0.191 |\n", + "| p4415_p | 0.001 -0.004 -0.003 -0.005 -0.007 -0.036 -0.036 -0.003 -0.042 0.017 1.000 -0.171 -0.038 0.031 0.085 -0.093 -0.021 -0.098 0.235 -0.186 0.059 |\n", + "| p4415_s | -0.002 0.002 -0.002 -0.004 0.001 0.059 -0.084 -0.001 0.320 -0.117 -0.171 1.000 0.015 0.099 0.252 0.073 0.007 0.376 -0.142 0.153 -0.016 |\n", + "| DDstar_s | -0.000 0.000 -0.000 0.001 0.001 -0.010 -0.060 -0.001 0.004 -0.034 -0.038 0.015 1.000 -0.046 0.032 -0.027 -0.002 0.003 -0.064 0.015 -0.014 |\n", + "| p4040_p | 0.001 -0.006 -0.006 -0.010 -0.012 -0.094 -0.043 -0.006 -0.089 0.068 0.031 0.099 -0.046 1.000 0.045 -0.218 -0.036 0.311 -0.111 -0.235 0.081 |\n", + "| DDstar_p | 0.024 -0.024 0.003 0.007 -0.034 0.018 0.254 0.009 -0.159 -0.002 0.085 0.252 0.032 0.045 1.000 0.089 -0.009 0.236 -0.193 0.210 -0.720 |\n", + "| psi2s_p | -0.002 -0.001 -0.001 0.000 -0.001 -0.185 0.001 -0.003 0.286 -0.255 -0.093 0.073 -0.027 -0.218 0.089 1.000 -0.032 -0.030 -0.182 0.166 0.015 |\n", + "| Dbar_s | -0.001 0.001 -0.000 0.001 0.002 -0.006 -0.058 -0.001 -0.011 -0.053 -0.021 0.007 -0.002 -0.036 -0.009 -0.032 1.000 0.005 -0.044 0.016 0.022 |\n", + "| p4160_s | 0.001 -0.002 -0.004 -0.007 -0.005 0.055 -0.115 -0.002 0.305 -0.107 -0.098 0.376 0.003 0.311 0.236 -0.030 0.005 1.000 -0.273 -0.090 0.110 |\n", + "| p4160_p | -0.001 -0.003 -0.004 -0.005 -0.007 -0.149 0.063 -0.005 -0.429 0.171 0.235 -0.142 -0.064 -0.111 -0.193 -0.182 -0.044 -0.273 1.000 -0.489 -0.010 |\n", + "| p4040_s | -0.001 0.002 0.000 -0.001 0.003 0.180 -0.024 0.001 0.381 -0.098 -0.186 0.153 0.015 -0.235 0.210 0.166 0.016 -0.090 -0.489 1.000 -0.010 |\n", + "| Dbar_p | 0.003 -0.003 0.002 0.009 -0.001 0.157 -0.206 0.002 0.447 -0.191 0.059 -0.016 -0.014 0.081 -0.720 0.015 0.022 0.110 -0.010 -0.010 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.12714020334238896}), (, {'error': 0.9110103885391752}), (, {'error': 0.2460069060649248}), (, {'error': 0.3563319128397502}), (, {'error': 1.0772374995228464}), (, {'error': 0.25935040803259213}), (, {'error': 0.02373819154920831}), (, {'error': 0.24601393087014545}), (, {'error': 0.1346308082213049}), (, {'error': 0.1232910506439493}), (, {'error': 0.15494883031381956}), (, {'error': 0.19229245139061413}), (, {'error': 0.026888783503803526}), (, {'error': 0.11733959684499085}), (, {'error': 0.24494151750819793}), (, {'error': 0.03223014448246175}), (, {'error': 0.02301682578992814}), (, {'error': 0.17218414806610172}), (, {'error': 0.0965882723114424}), (, {'error': 0.18228913672392133}), (, {'error': 0.3036868434218727})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 2/10\n", + "Time taken: 3 min, 31 s\n", + "Projected time left: 14 min\n", + "Toy 2: Generating data...\n", + "Toy 2: Data generation finished\n", + "Toy 2: Loading data...\n", + "Toy 2: Loading data finished\n", + "Toy 2: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.979E+05 | Ncalls=1132 (1132 total) |\n", + "| EDM = 7.59E-06 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297868.2298033267\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.9 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | 0.15 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 1.15 | 0.29 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 19.7 | 1.0 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 1.97 | 0.27 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | 1.670 | 0.024 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 0.77 | 0.18 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.66 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.47 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | -2.43 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | 3.22 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 4.91 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 2.00 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.18 | 0.18 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.46 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.18 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 1.99 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.140 -0.046 0.153 -0.118 0.028 0.053 -0.244 -0.125 -0.029 0.010 -0.010 -0.001 0.012 0.120 -0.007 -0.005 -0.000 0.001 -0.004 0.030 |\n", + "| omega_s | 0.140 1.000 0.600 -0.369 -0.028 0.006 -0.000 -0.124 -0.027 -0.008 0.001 -0.001 -0.001 0.001 0.026 -0.004 -0.001 0.001 -0.002 0.000 0.005 |\n", + "| omega_p | -0.046 0.600 1.000 0.006 0.006 0.003 -0.002 -0.036 -0.015 -0.005 0.000 -0.001 -0.001 0.000 0.015 -0.003 -0.001 0.000 -0.002 0.000 0.002 |\n", + "| rho_s | 0.153 -0.369 0.006 1.000 0.004 -0.009 -0.023 0.093 0.029 -0.003 -0.005 -0.004 0.001 -0.010 -0.022 0.004 0.002 -0.008 -0.003 -0.001 0.003 |\n", + "| phi_s | -0.118 -0.028 0.006 0.004 1.000 -0.018 -0.062 0.583 0.073 0.006 -0.010 0.003 0.001 -0.015 -0.065 0.000 0.003 -0.003 -0.008 0.003 -0.012 |\n", + "| p3770_s | 0.028 0.006 0.003 -0.009 -0.018 1.000 0.032 -0.012 0.103 -0.353 -0.052 0.064 -0.011 -0.103 0.016 -0.142 -0.002 0.068 -0.155 0.186 0.168 |\n", + "| jpsi_p | 0.053 -0.000 -0.002 -0.023 -0.062 0.032 1.000 -0.037 -0.404 0.036 -0.006 -0.104 -0.088 -0.045 0.240 -0.007 -0.067 -0.109 0.051 -0.035 -0.180 |\n", + "| phi_p | -0.244 -0.124 -0.036 0.093 0.583 -0.012 -0.037 1.000 0.050 0.009 -0.006 0.004 -0.001 -0.008 -0.047 -0.000 0.001 -0.001 -0.004 0.002 -0.014 |\n", + "| Ctt | -0.125 -0.027 -0.015 0.029 0.073 0.103 -0.404 0.050 1.000 -0.308 -0.118 0.327 0.008 -0.090 -0.191 0.301 -0.006 0.318 -0.388 0.390 0.462 |\n", + "| p3770_p | -0.029 -0.008 -0.005 -0.003 0.006 -0.353 0.036 0.009 -0.308 1.000 0.050 -0.122 -0.052 0.064 -0.022 -0.276 -0.062 -0.104 0.156 -0.097 -0.150 |\n", + "| p4415_p | 0.010 0.001 0.000 -0.005 -0.010 -0.052 -0.006 -0.006 -0.118 0.050 1.000 -0.140 -0.059 0.037 0.000 -0.103 -0.024 -0.207 0.258 -0.224 0.076 |\n", + "| p4415_s | -0.010 -0.001 -0.001 -0.004 0.003 0.064 -0.104 0.004 0.327 -0.122 -0.140 1.000 0.021 0.101 0.276 0.057 0.008 0.333 -0.054 0.137 0.008 |\n", + "| DDstar_s | -0.001 -0.001 -0.001 0.001 0.001 -0.011 -0.088 -0.001 0.008 -0.052 -0.059 0.021 1.000 -0.058 0.042 -0.038 -0.004 0.007 -0.093 0.022 -0.019 |\n", + "| p4040_p | 0.012 0.001 0.000 -0.010 -0.015 -0.103 -0.045 -0.008 -0.090 0.064 0.037 0.101 -0.058 1.000 0.004 -0.218 -0.034 0.348 -0.032 -0.220 0.126 |\n", + "| DDstar_p | 0.120 0.026 0.015 -0.022 -0.065 0.016 0.240 -0.047 -0.191 -0.022 0.000 0.276 0.042 0.004 1.000 0.067 -0.016 0.235 -0.187 0.228 -0.724 |\n", + "| psi2s_p | -0.007 -0.004 -0.003 0.004 0.000 -0.142 -0.007 -0.000 0.301 -0.276 -0.103 0.057 -0.038 -0.218 0.067 1.000 -0.034 -0.007 -0.188 0.155 0.045 |\n", + "| Dbar_s | -0.005 -0.001 -0.001 0.002 0.003 -0.002 -0.067 0.001 -0.006 -0.062 -0.024 0.008 -0.004 -0.034 -0.016 -0.034 1.000 0.008 -0.049 0.019 0.027 |\n", + "| p4160_s | -0.000 0.001 0.000 -0.008 -0.003 0.068 -0.109 -0.001 0.318 -0.104 -0.207 0.333 0.007 0.348 0.235 -0.007 0.008 1.000 -0.272 -0.004 0.099 |\n", + "| p4160_p | 0.001 -0.002 -0.002 -0.003 -0.008 -0.155 0.051 -0.004 -0.388 0.156 0.258 -0.054 -0.093 -0.032 -0.187 -0.188 -0.049 -0.272 1.000 -0.533 0.031 |\n", + "| p4040_s | -0.004 0.000 0.000 -0.001 0.003 0.186 -0.035 0.002 0.390 -0.097 -0.224 0.137 0.022 -0.220 0.228 0.155 0.019 -0.004 -0.533 1.000 -0.006 |\n", + "| Dbar_p | 0.030 0.005 0.002 0.003 -0.012 0.168 -0.180 -0.014 0.462 -0.150 0.076 0.008 -0.019 0.126 -0.724 0.045 0.027 0.099 0.031 -0.006 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.3192089338950037}), (, {'error': 1.137685506959543}), (, {'error': 0.2846998997007937}), (, {'error': 0.29214974737534866}), (, {'error': 0.9819225623644812}), (, {'error': 0.2690738235920809}), (, {'error': 0.023671555100508446}), (, {'error': 0.17813011578819848}), (, {'error': 0.13852949875331488}), (, {'error': 0.12504677307460277}), (, {'error': 0.16104954289529805}), (, {'error': 0.18758340988883737}), (, {'error': 0.0380684391866056}), (, {'error': 0.14737125993810363}), (, {'error': 0.25487217509592686}), (, {'error': 0.03241349374817748}), (, {'error': 0.026694730912351528}), (, {'error': 0.1757761529731341}), (, {'error': 0.09900060329444083}), (, {'error': 0.18453556087558376}), (, {'error': 0.31499935605380003})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 3/10\n", + "Time taken: 5 min, 14 s\n", + "Projected time left: 12 min, 8 s\n", + "Toy 3: Generating data...\n", + "Toy 3: Data generation finished\n", + "Toy 3: Loading data...\n", + "Toy 3: Loading data finished\n", + "Toy 3: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1108 (1108 total) |\n", + "| EDM = 5.81E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297821.0954135446\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.1 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | -0.14 | 0.30 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 16.0 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.06 | 0.27 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | -4.565 | 0.024 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 6.08 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.44 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.50 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | -2.49 | 0.18 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.12 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | 0.300 | 0.028 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -2.74 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.52 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.35 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.29 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | -1.06 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 -0.095 0.016 -0.203 -0.063 -0.011 -0.022 -0.044 0.054 0.012 -0.004 0.004 0.000 -0.004 -0.051 0.003 0.002 0.000 -0.002 -0.000 -0.006 |\n", + "| omega_s | -0.095 1.000 0.622 -0.321 -0.000 -0.005 -0.023 -0.029 0.022 0.001 -0.003 0.002 -0.000 -0.005 -0.019 -0.001 0.001 0.000 -0.004 0.001 -0.002 |\n", + "| omega_p | 0.016 0.622 1.000 -0.135 0.040 0.002 -0.003 0.023 -0.013 -0.005 0.000 -0.001 -0.000 -0.001 0.014 -0.002 -0.001 0.000 -0.001 0.001 -0.000 |\n", + "| rho_s | -0.203 -0.321 -0.135 1.000 0.069 0.008 0.018 0.060 -0.047 -0.018 0.002 -0.009 0.001 -0.001 0.050 0.001 -0.001 -0.006 0.002 -0.003 0.014 |\n", + "| phi_s | -0.063 -0.000 0.040 0.069 1.000 -0.009 -0.047 0.686 0.038 -0.005 -0.007 0.001 0.000 -0.011 -0.029 -0.002 0.001 -0.004 -0.008 -0.000 0.002 |\n", + "| p3770_s | -0.011 -0.005 0.002 0.008 -0.009 1.000 0.026 0.001 0.098 -0.381 -0.054 0.070 -0.008 -0.168 0.031 -0.140 -0.003 0.065 -0.165 0.179 0.155 |\n", + "| jpsi_p | -0.022 -0.023 -0.003 0.018 -0.047 0.026 1.000 -0.016 -0.433 0.066 -0.006 -0.104 -0.061 -0.005 0.283 -0.003 -0.058 -0.118 0.075 -0.073 -0.244 |\n", + "| phi_p | -0.044 -0.029 0.023 0.060 0.686 0.001 -0.016 1.000 -0.009 -0.009 -0.002 -0.002 -0.000 -0.004 0.013 -0.003 -0.001 -0.002 -0.004 0.000 0.002 |\n", + "| Ctt | 0.054 0.022 -0.013 -0.047 0.038 0.098 -0.433 -0.009 1.000 -0.345 -0.124 0.348 0.003 -0.272 -0.147 0.292 -0.012 0.318 -0.448 0.437 0.440 |\n", + "| p3770_p | 0.012 0.001 -0.005 -0.018 -0.005 -0.381 0.066 -0.009 -0.345 1.000 0.044 -0.134 -0.037 0.108 0.018 -0.267 -0.056 -0.120 0.174 -0.122 -0.219 |\n", + "| p4415_p | -0.004 -0.003 0.000 0.002 -0.007 -0.054 -0.006 -0.002 -0.124 0.044 1.000 -0.166 -0.038 0.100 0.034 -0.105 -0.020 -0.183 0.261 -0.213 0.047 |\n", + "| p4415_s | 0.004 0.002 -0.001 -0.009 0.001 0.070 -0.104 -0.002 0.348 -0.134 -0.166 1.000 0.017 0.012 0.278 0.073 0.007 0.362 -0.101 0.222 0.005 |\n", + "| DDstar_s | 0.000 -0.000 -0.000 0.001 0.000 -0.008 -0.061 -0.000 0.003 -0.037 -0.038 0.017 1.000 -0.047 0.033 -0.027 -0.003 0.006 -0.063 0.013 -0.019 |\n", + "| p4040_p | -0.004 -0.005 -0.001 -0.001 -0.011 -0.168 -0.005 -0.004 -0.272 0.108 0.100 0.012 -0.047 1.000 -0.042 -0.255 -0.038 0.278 0.133 -0.285 0.047 |\n", + "| DDstar_p | -0.051 -0.019 0.014 0.050 -0.029 0.031 0.283 0.013 -0.147 0.018 0.034 0.278 0.033 -0.042 1.000 0.104 -0.006 0.243 -0.171 0.244 -0.721 |\n", + "| psi2s_p | 0.003 -0.001 -0.002 0.001 -0.002 -0.140 -0.003 -0.003 0.292 -0.267 -0.105 0.073 -0.027 -0.255 0.104 1.000 -0.033 -0.009 -0.196 0.111 0.016 |\n", + "| Dbar_s | 0.002 0.001 -0.001 -0.001 0.001 -0.003 -0.058 -0.001 -0.012 -0.056 -0.020 0.007 -0.003 -0.038 -0.006 -0.033 1.000 0.006 -0.042 0.015 0.021 |\n", + "| p4160_s | 0.000 0.000 0.000 -0.006 -0.004 0.065 -0.118 -0.002 0.318 -0.120 -0.183 0.362 0.006 0.278 0.243 -0.009 0.006 1.000 -0.279 0.112 0.101 |\n", + "| p4160_p | -0.002 -0.004 -0.001 0.002 -0.008 -0.165 0.075 -0.004 -0.448 0.174 0.261 -0.101 -0.063 0.133 -0.171 -0.196 -0.042 -0.279 1.000 -0.579 -0.022 |\n", + "| p4040_s | -0.000 0.001 0.001 -0.003 -0.000 0.179 -0.073 0.000 0.437 -0.122 -0.213 0.222 0.013 -0.285 0.244 0.111 0.015 0.112 -0.579 1.000 0.066 |\n", + "| Dbar_p | -0.006 -0.002 -0.000 0.014 0.002 0.155 -0.244 0.002 0.440 -0.219 0.047 0.005 -0.019 0.047 -0.721 0.016 0.021 0.101 -0.022 0.066 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.5253488076410386}), (, {'error': 1.0743625512789028}), (, {'error': 0.29737019163662826}), (, {'error': 0.32988167051897904}), (, {'error': 1.054141274608022}), (, {'error': 0.2699310999673744}), (, {'error': 0.024080721050292464}), (, {'error': 0.2515079933112867}), (, {'error': 0.14067675303626526}), (, {'error': 0.12281932100448989}), (, {'error': 0.1812502673680072}), (, {'error': 0.19350066864116627}), (, {'error': 0.027745812242241708}), (, {'error': 0.1400363699842424}), (, {'error': 0.24980753440385461}), (, {'error': 0.03262849021570613}), (, {'error': 0.022641162303397938}), (, {'error': 0.1743659152126219}), (, {'error': 0.10974552439331475}), (, {'error': 0.18158799997476216}), (, {'error': 0.30785393602108835})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 4/10\n", + "Time taken: 7 min, 3 s\n", + "Projected time left: 10 min, 30 s\n", + "Toy 4: Generating data...\n", + "Toy 4: Data generation finished\n", + "Toy 4: Loading data...\n", + "Toy 4: Loading data finished\n", + "Toy 4: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=651 (651 total) |\n", + "| EDM = 0.000236 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297789.2074864934\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | -0.007 | 0.272 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 18.6 | 2.7 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.10 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | 1.697 | 0.024 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 0.29 | 0.75 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.46 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.24 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | 3.51 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.64 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -3.13 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 1.75 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.09 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | 3.87 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.48 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 1.94 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.079 0.021 0.006 0.003 0.004 0.007 -0.001 -0.018 -0.005 0.001 -0.002 -0.000 0.001 0.017 -0.001 -0.000 0.000 0.001 -0.001 0.003 |\n", + "| omega_s | 0.079 1.000 0.538 -0.369 -0.059 -0.006 -0.020 -0.071 0.025 0.005 -0.002 0.004 0.000 -0.003 -0.023 -0.001 0.001 0.001 -0.003 0.002 -0.005 |\n", + "| omega_p | 0.021 0.538 1.000 -0.050 0.109 0.000 -0.017 0.102 -0.006 -0.007 -0.003 -0.000 -0.000 -0.004 0.008 -0.004 -0.001 -0.000 -0.004 0.001 0.001 |\n", + "| rho_s | 0.006 -0.369 -0.050 1.000 0.026 -0.003 -0.010 0.035 -0.007 -0.011 -0.005 -0.006 0.001 -0.009 0.015 0.002 0.000 -0.008 -0.003 -0.002 0.010 |\n", + "| phi_s | 0.003 -0.059 0.109 0.026 1.000 -0.019 -0.115 0.963 0.061 -0.006 -0.015 0.008 -0.000 -0.023 -0.046 -0.012 0.000 -0.000 -0.022 0.009 -0.010 |\n", + "| p3770_s | 0.004 -0.006 0.000 -0.003 -0.019 1.000 0.054 -0.015 0.030 -0.430 -0.036 0.051 -0.010 -0.093 0.031 -0.234 -0.007 0.058 -0.130 0.182 0.161 |\n", + "| jpsi_p | 0.007 -0.020 -0.017 -0.010 -0.115 0.054 1.000 -0.105 -0.393 0.007 -0.029 -0.089 -0.050 -0.037 0.218 -0.003 -0.040 -0.108 0.054 -0.032 -0.134 |\n", + "| phi_p | -0.001 -0.071 0.102 0.035 0.963 -0.015 -0.105 1.000 0.045 -0.009 -0.014 0.007 -0.001 -0.020 -0.032 -0.013 -0.000 0.000 -0.020 0.008 -0.008 |\n", + "| Ctt | -0.018 0.025 -0.006 -0.007 0.061 0.030 -0.393 0.045 1.000 -0.289 -0.057 0.327 0.004 -0.113 -0.135 0.305 -0.005 0.319 -0.405 0.398 0.443 |\n", + "| p3770_p | -0.005 0.005 -0.007 -0.011 -0.006 -0.430 0.007 -0.009 -0.289 1.000 0.034 -0.122 -0.025 0.090 -0.052 -0.190 -0.034 -0.114 0.178 -0.141 -0.177 |\n", + "| p4415_p | 0.001 -0.002 -0.003 -0.005 -0.015 -0.036 -0.029 -0.014 -0.057 0.034 1.000 -0.206 -0.036 0.056 0.083 -0.097 -0.017 -0.119 0.255 -0.203 0.070 |\n", + "| p4415_s | -0.002 0.004 -0.000 -0.006 0.008 0.051 -0.089 0.007 0.327 -0.122 -0.206 1.000 0.012 0.083 0.242 0.078 0.005 0.367 -0.109 0.166 0.001 |\n", + "| DDstar_s | -0.000 0.000 -0.000 0.001 -0.000 -0.010 -0.050 -0.001 0.004 -0.025 -0.036 0.012 1.000 -0.037 0.021 -0.021 -0.001 0.004 -0.049 0.012 -0.010 |\n", + "| p4040_p | 0.001 -0.003 -0.004 -0.009 -0.023 -0.093 -0.037 -0.020 -0.113 0.090 0.056 0.083 -0.037 1.000 0.027 -0.220 -0.025 0.316 -0.055 -0.249 0.099 |\n", + "| DDstar_p | 0.017 -0.023 0.008 0.015 -0.046 0.031 0.218 -0.032 -0.135 -0.052 0.083 0.242 0.021 0.027 1.000 0.070 -0.010 0.255 -0.184 0.220 -0.670 |\n", + "| psi2s_p | -0.001 -0.001 -0.004 0.002 -0.012 -0.234 -0.003 -0.013 0.305 -0.190 -0.097 0.078 -0.021 -0.220 0.070 1.000 -0.021 -0.010 -0.187 0.163 0.064 |\n", + "| Dbar_s | -0.000 0.001 -0.001 0.000 0.000 -0.007 -0.040 -0.000 -0.005 -0.034 -0.017 0.005 -0.001 -0.025 -0.010 -0.021 1.000 0.005 -0.028 0.011 0.013 |\n", + "| p4160_s | 0.000 0.001 -0.000 -0.008 -0.000 0.058 -0.108 0.000 0.319 -0.114 -0.119 0.367 0.004 0.316 0.255 -0.010 0.005 1.000 -0.264 -0.033 0.111 |\n", + "| p4160_p | 0.001 -0.003 -0.004 -0.003 -0.022 -0.130 0.054 -0.020 -0.405 0.178 0.255 -0.109 -0.049 -0.055 -0.184 -0.187 -0.028 -0.264 1.000 -0.515 0.014 |\n", + "| p4040_s | -0.001 0.002 0.001 -0.002 0.009 0.182 -0.032 0.008 0.398 -0.141 -0.203 0.166 0.012 -0.249 0.220 0.163 0.011 -0.033 -0.515 1.000 0.012 |\n", + "| Dbar_p | 0.003 -0.005 0.001 0.010 -0.010 0.161 -0.134 -0.008 0.443 -0.177 0.070 0.001 -0.010 0.099 -0.670 0.064 0.013 0.111 0.014 0.012 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.08357517721798491}), (, {'error': 1.0049914177996428}), (, {'error': 0.272458798760685}), (, {'error': 0.3221960515757538}), (, {'error': 2.6581437103506875}), (, {'error': 0.26397137630208367}), (, {'error': 0.02352616682248776}), (, {'error': 0.7542794669888098}), (, {'error': 0.13617660096433504}), (, {'error': 0.12818736712297785}), (, {'error': 0.12518448663435056}), (, {'error': 0.18745411898244746}), (, {'error': 0.022828856062053482}), (, {'error': 0.1178426450685306}), (, {'error': 0.223088729599501}), (, {'error': 0.032541087430189464}), (, {'error': 0.01663222847958673}), (, {'error': 0.17373213442903246}), (, {'error': 0.1021550034529426}), (, {'error': 0.18281533830420027}), (, {'error': 0.2690546277375332})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 5/10\n", + "Time taken: 8 min, 38 s\n", + "Projected time left: 8 min, 35 s\n", + "Toy 5: Generating data...\n", + "Toy 5: Data generation finished\n", + "Toy 5: Loading data...\n", + "Toy 5: Loading data finished\n", + "Toy 5: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.98E+05 | Ncalls=1050 (1050 total) |\n", + "| EDM = 1.38E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297999.1346405293\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -6.3 | 0.8 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | -0.11 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 18.2 | 1.5 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 1.89 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | -4.598 | 0.023 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | -0.05 | 0.39 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.62 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -3.54 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | 3.76 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.41 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | 0.300 | 0.030 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | 3.30 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 2.04 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.99 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.300 | 0.027 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.12 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | 3.94 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.23 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 2.01 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.349 0.070 0.003 0.124 0.019 0.020 0.096 -0.082 -0.021 -0.001 -0.006 -0.004 0.002 0.069 -0.013 -0.004 0.002 -0.006 -0.002 0.024 |\n", + "| omega_s | 0.349 1.000 0.623 -0.325 0.023 0.002 -0.013 -0.006 -0.007 -0.005 -0.002 0.000 -0.001 -0.002 0.006 -0.004 -0.001 0.001 -0.003 0.001 0.002 |\n", + "| omega_p | 0.070 0.623 1.000 -0.118 0.079 0.004 -0.007 0.065 -0.019 -0.008 -0.002 -0.002 -0.001 -0.002 0.017 -0.005 -0.001 -0.000 -0.004 0.000 0.006 |\n", + "| rho_s | 0.003 -0.325 -0.118 1.000 0.063 0.004 -0.000 0.065 -0.027 -0.017 -0.004 -0.008 -0.000 -0.006 0.030 -0.001 -0.000 -0.007 -0.004 -0.003 0.018 |\n", + "| phi_s | 0.124 0.023 0.079 0.063 1.000 -0.004 -0.052 0.860 0.015 -0.013 -0.007 0.000 0.000 -0.011 -0.005 -0.005 0.000 -0.003 -0.010 0.002 0.002 |\n", + "| p3770_s | 0.019 0.002 0.004 0.004 -0.004 1.000 0.024 0.002 0.114 -0.328 -0.056 0.064 -0.008 -0.130 0.004 -0.125 -0.000 0.055 -0.156 0.180 0.181 |\n", + "| jpsi_p | 0.020 -0.013 -0.007 -0.000 -0.052 0.024 1.000 -0.036 -0.397 0.043 -0.024 -0.147 -0.081 -0.043 0.100 -0.021 -0.070 -0.156 0.083 -0.080 -0.097 |\n", + "| phi_p | 0.096 -0.006 0.065 0.065 0.860 0.002 -0.036 1.000 -0.014 -0.016 -0.006 -0.002 -0.001 -0.008 0.017 -0.009 -0.001 -0.002 -0.009 0.001 0.008 |\n", + "| Ctt | -0.082 -0.007 -0.019 -0.027 0.015 0.114 -0.397 -0.014 1.000 -0.309 -0.100 0.346 0.013 -0.140 -0.142 0.304 -0.006 0.313 -0.405 0.413 0.452 |\n", + "| p3770_p | -0.021 -0.005 -0.008 -0.017 -0.013 -0.328 0.043 -0.016 -0.309 1.000 0.051 -0.143 -0.044 0.080 -0.087 -0.296 -0.064 -0.115 0.176 -0.105 -0.110 |\n", + "| p4415_p | -0.001 -0.002 -0.002 -0.004 -0.007 -0.056 -0.024 -0.006 -0.100 0.051 1.000 -0.198 -0.052 0.078 -0.078 -0.110 -0.026 -0.182 0.288 -0.245 0.133 |\n", + "| p4415_s | -0.006 0.000 -0.002 -0.008 0.000 0.064 -0.147 -0.002 0.346 -0.143 -0.198 1.000 0.011 0.045 0.279 0.047 0.008 0.360 -0.134 0.173 0.016 |\n", + "| DDstar_s | -0.004 -0.001 -0.001 -0.000 0.000 -0.008 -0.081 -0.001 0.013 -0.044 -0.052 0.011 1.000 -0.051 0.050 -0.034 -0.003 -0.002 -0.068 0.011 0.005 |\n", + "| p4040_p | 0.002 -0.002 -0.002 -0.006 -0.011 -0.130 -0.043 -0.008 -0.140 0.080 0.078 0.045 -0.051 1.000 -0.111 -0.237 -0.038 0.307 0.037 -0.286 0.168 |\n", + "| DDstar_p | 0.069 0.006 0.017 0.030 -0.005 0.004 0.100 0.017 -0.142 -0.087 -0.078 0.279 0.050 -0.111 1.000 0.020 -0.018 0.208 -0.305 0.239 -0.703 |\n", + "| psi2s_p | -0.013 -0.004 -0.005 -0.001 -0.005 -0.125 -0.021 -0.009 0.304 -0.296 -0.110 0.047 -0.034 -0.237 0.020 1.000 -0.036 -0.044 -0.172 0.129 0.075 |\n", + "| Dbar_s | -0.004 -0.001 -0.001 -0.000 0.000 -0.000 -0.070 -0.001 -0.006 -0.064 -0.026 0.008 -0.003 -0.038 -0.018 -0.036 1.000 0.007 -0.047 0.018 0.031 |\n", + "| p4160_s | 0.002 0.001 -0.000 -0.007 -0.003 0.055 -0.156 -0.002 0.313 -0.115 -0.182 0.360 -0.002 0.307 0.208 -0.044 0.007 1.000 -0.270 -0.027 0.143 |\n", + "| p4160_p | -0.006 -0.003 -0.004 -0.004 -0.010 -0.156 0.083 -0.009 -0.405 0.176 0.288 -0.134 -0.068 0.037 -0.305 -0.172 -0.047 -0.270 1.000 -0.549 0.072 |\n", + "| p4040_s | -0.002 0.001 0.000 -0.003 0.002 0.180 -0.080 0.001 0.413 -0.105 -0.245 0.173 0.011 -0.286 0.239 0.129 0.018 -0.027 -0.549 1.000 0.024 |\n", + "| Dbar_p | 0.024 0.002 0.006 0.018 0.002 0.181 -0.097 0.008 0.452 -0.110 0.133 0.016 0.005 0.168 -0.703 0.075 0.031 0.143 0.072 0.024 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.7893690770980153}), (, {'error': 1.1073110371129964}), (, {'error': 0.290718274952539}), (, {'error': 0.321432655811662}), (, {'error': 1.485231427003166}), (, {'error': 0.2644285099582999}), (, {'error': 0.023233029264642546}), (, {'error': 0.38829348564946553}), (, {'error': 0.13948410995367289}), (, {'error': 0.12958098981086663}), (, {'error': 0.14774882746787377}), (, {'error': 0.19040016665362336}), (, {'error': 0.030256002147912242}), (, {'error': 0.1439617180047632}), (, {'error': 0.25651487234416503}), (, {'error': 0.03218187655946547}), (, {'error': 0.026782207558354476}), (, {'error': 0.1732156419373394}), (, {'error': 0.10677934543795686}), (, {'error': 0.1843266721357142}), (, {'error': 0.3074504844036339})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 6/10\n", + "Time taken: 10 min, 45 s\n", + "Projected time left: 7 min, 8 s\n", + "Toy 6: Generating data...\n", + "Toy 6: Data generation finished\n", + "Toy 6: Loading data...\n", + "Toy 6: Loading data finished\n", + "Toy 6: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.977E+05 | Ncalls=1180 (1180 total) |\n", + "| EDM = 0.00808 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| False | True | True | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | False | False | True |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297738.4083025212\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | 6.16 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 8.3 | 1.4 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 1.20 | 0.30 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 19.7 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.4 | 0.5 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | 4.81 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | -5.53 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.19 | 0.43 | | | -1 | 1 | |\n", + "| 9 | p3770_p | 3.51 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | 4.11 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.23 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | 0.21 | 0.51 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -2.76 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -3.9 | 0.7 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 2.08 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | -0.11 | 0.39 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.15 | 0.18 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.28 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.40 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 4 | 4 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.183 0.112 0.249 -0.137 0.306 -0.029 -0.230 0.307 0.203 0.198 0.093 -0.317 0.287 -0.060 0.286 0.349 0.167 0.222 -0.063 0.351 |\n", + "| omega_s | 0.183 1.000 0.809 -0.118 -0.013 0.037 -0.011 -0.119 0.039 0.026 0.027 0.011 -0.035 0.036 -0.017 0.035 0.042 0.020 0.030 -0.008 0.043 |\n", + "| omega_p | 0.112 0.809 1.000 0.148 -0.015 0.070 -0.009 -0.090 0.072 0.049 0.048 0.020 -0.068 0.068 -0.024 0.066 0.080 0.038 0.055 -0.015 0.080 |\n", + "| rho_s | 0.249 -0.118 0.148 1.000 -0.063 0.081 -0.001 -0.035 0.090 0.049 0.049 0.025 -0.096 0.074 -0.006 0.079 0.100 0.043 0.054 -0.018 0.099 |\n", + "| phi_s | -0.137 -0.013 -0.015 -0.063 1.000 -0.189 0.015 0.517 -0.186 -0.124 -0.120 -0.060 0.198 -0.176 0.027 -0.176 -0.213 -0.105 -0.134 0.037 -0.215 |\n", + "| p3770_s | 0.306 0.037 0.070 0.081 -0.189 1.000 0.226 -0.091 0.800 0.473 0.552 0.215 -0.683 0.742 -0.397 0.661 0.850 0.419 0.626 -0.092 0.840 |\n", + "| jpsi_p | -0.029 -0.011 -0.009 -0.001 0.015 0.226 1.000 0.019 0.154 0.349 0.365 -0.123 0.197 0.336 -0.657 0.294 0.127 -0.007 0.476 -0.110 0.122 |\n", + "| phi_p | -0.230 -0.119 -0.090 -0.035 0.517 -0.091 0.019 1.000 -0.094 -0.054 -0.052 -0.033 0.109 -0.082 -0.003 -0.084 -0.108 -0.053 -0.056 0.017 -0.109 |\n", + "| Ctt | 0.307 0.039 0.072 0.090 -0.186 0.800 0.154 -0.094 1.000 0.539 0.527 0.357 -0.846 0.760 -0.323 0.811 0.951 0.538 0.565 -0.049 0.944 |\n", + "| p3770_p | 0.203 0.026 0.049 0.049 -0.124 0.473 0.349 -0.054 0.539 1.000 0.508 0.045 -0.432 0.653 -0.430 0.562 0.586 0.220 0.634 -0.227 0.630 |\n", + "| p4415_p | 0.198 0.027 0.048 0.049 -0.120 0.552 0.365 -0.052 0.527 0.508 1.000 0.014 -0.318 0.623 -0.524 0.550 0.595 0.136 0.672 -0.265 0.549 |\n", + "| p4415_s | 0.093 0.011 0.020 0.025 -0.060 0.215 -0.123 -0.033 0.357 0.045 0.014 1.000 -0.319 0.197 0.162 0.186 0.271 0.359 0.095 0.063 0.291 |\n", + "| DDstar_s | -0.317 -0.035 -0.068 -0.096 0.198 -0.683 0.197 0.109 -0.846 -0.432 -0.318 -0.319 1.000 -0.578 -0.085 -0.610 -0.838 -0.432 -0.343 0.113 -0.907 |\n", + "| p4040_p | 0.287 0.036 0.068 0.074 -0.176 0.742 0.336 -0.082 0.760 0.653 0.623 0.197 -0.578 1.000 -0.530 0.713 0.825 0.501 0.717 -0.270 0.803 |\n", + "| DDstar_p | -0.060 -0.017 -0.024 -0.006 0.027 -0.397 -0.657 -0.003 -0.323 -0.430 -0.524 0.162 -0.085 -0.530 1.000 -0.449 -0.427 -0.042 -0.673 0.206 -0.248 |\n", + "| psi2s_p | 0.286 0.035 0.066 0.079 -0.176 0.661 0.294 -0.084 0.811 0.562 0.550 0.186 -0.610 0.713 -0.449 1.000 0.808 0.364 0.638 -0.125 0.811 |\n", + "| Dbar_s | 0.349 0.042 0.080 0.100 -0.213 0.850 0.127 -0.108 0.951 0.586 0.595 0.271 -0.838 0.825 -0.427 0.808 1.000 0.488 0.666 -0.155 0.948 |\n", + "| p4160_s | 0.167 0.020 0.038 0.043 -0.105 0.419 -0.007 -0.053 0.538 0.220 0.136 0.359 -0.432 0.501 -0.042 0.364 0.488 1.000 0.185 -0.074 0.479 |\n", + "| p4160_p | 0.222 0.030 0.055 0.054 -0.134 0.626 0.476 -0.056 0.565 0.634 0.672 0.095 -0.343 0.717 -0.673 0.638 0.666 0.185 1.000 -0.417 0.625 |\n", + "| p4040_s | -0.063 -0.008 -0.015 -0.018 0.037 -0.092 -0.110 0.017 -0.049 -0.227 -0.265 0.063 0.113 -0.270 0.206 -0.125 -0.155 -0.074 -0.417 1.000 -0.158 |\n", + "| Dbar_p | 0.351 0.043 0.080 0.099 -0.215 0.840 0.122 -0.109 0.944 0.630 0.549 0.291 -0.907 0.803 -0.248 0.811 0.948 0.479 0.625 -0.158 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.27771994822257895}), (, {'error': 1.3959468507042243}), (, {'error': 0.3691553864967809}), (, {'error': 0.3006300727134063}), (, {'error': 0.9091835835554605}), (, {'error': 0.46126289546140464}), (, {'error': 0.03629362081781995}), (, {'error': 0.16053174956105432}), (, {'error': 0.4254592501236948}), (, {'error': 0.16063717375062758}), (, {'error': 0.22220018497165217}), (, {'error': 0.18442248665248195}), (, {'error': 0.5121605805414826}), (, {'error': 0.2576226743388321}), (, {'error': 0.6602293730335576}), (, {'error': 0.059082172929771914}), (, {'error': 0.39460513178279527}), (, {'error': 0.1812535589055404}), (, {'error': 0.16685474673584277}), (, {'error': 0.1655797281434641}), (, {'error': 4.083121106609253})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 7/10\n", + "Time taken: 13 min, 8 s\n", + "Projected time left: 5 min, 36 s\n", + "Toy 7: Generating data...\n", + "Toy 7: Data generation finished\n", + "Toy 7: Loading data...\n", + "Toy 7: Loading data finished\n", + "Toy 7: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.98E+05 | Ncalls=1207 (1207 total) |\n", + "| EDM = 4.17E-06 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | True | True | False |\n", + "------------------------------------------------------------------\n", + "Function minimum: 298029.8179642496\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -0.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 0.96 | 0.30 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 16.6 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 1.94 | 0.27 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | -4.566 | 0.024 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.28 | 0.14 | | | -1 | 1 | |\n", + "| 9 | p3770_p | 2.91 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | -2.75 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.47 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -2.69 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -1.34 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 2.26 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.36 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 0.92 | 0.19 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | -1.13 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.391 0.013 0.127 0.115 0.033 0.057 -0.002 -0.144 -0.033 0.005 -0.020 -0.002 0.016 0.132 -0.009 -0.004 -0.007 0.010 -0.005 0.027 |\n", + "| omega_s | 0.391 1.000 0.126 -0.388 0.065 0.008 0.002 0.007 -0.032 -0.009 0.000 -0.004 -0.000 0.003 0.030 -0.005 -0.001 -0.000 -0.000 0.000 0.005 |\n", + "| omega_p | 0.013 0.126 1.000 -0.019 0.009 0.001 0.001 0.000 -0.006 -0.002 0.000 -0.001 -0.000 0.000 0.005 -0.001 -0.000 -0.000 0.000 -0.000 0.001 |\n", + "| rho_s | 0.127 -0.388 -0.019 1.000 -0.009 -0.003 -0.006 -0.004 -0.002 -0.009 -0.004 -0.005 0.001 -0.005 0.008 0.003 0.001 -0.008 -0.001 -0.003 0.009 |\n", + "| phi_s | 0.115 0.065 0.009 -0.009 1.000 -0.013 -0.044 -0.141 0.047 0.001 -0.006 0.005 0.001 -0.010 -0.038 0.000 0.002 -0.001 -0.009 0.001 -0.003 |\n", + "| p3770_s | 0.033 0.008 0.001 -0.003 -0.013 1.000 0.041 0.000 0.059 -0.411 -0.047 0.063 -0.007 -0.153 0.051 -0.185 -0.005 0.058 -0.161 0.179 0.158 |\n", + "| jpsi_p | 0.057 0.002 0.001 -0.006 -0.044 0.041 1.000 0.003 -0.417 0.034 -0.035 -0.108 -0.048 -0.013 0.216 -0.008 -0.042 -0.129 0.083 -0.089 -0.162 |\n", + "| phi_p | -0.002 0.007 0.000 -0.004 -0.141 0.000 0.003 1.000 0.000 0.001 0.001 0.000 0.000 0.001 -0.001 0.001 0.000 0.000 0.001 -0.000 -0.000 |\n", + "| Ctt | -0.144 -0.032 -0.006 -0.002 0.047 0.059 -0.417 0.000 1.000 -0.319 -0.068 0.347 0.006 -0.265 -0.106 0.295 -0.006 0.317 -0.472 0.451 0.415 |\n", + "| p3770_p | -0.033 -0.009 -0.002 -0.009 0.001 -0.411 0.034 0.001 -0.319 1.000 0.032 -0.135 -0.026 0.119 -0.051 -0.243 -0.037 -0.121 0.203 -0.153 -0.194 |\n", + "| p4415_p | 0.005 0.000 0.000 -0.004 -0.006 -0.047 -0.035 0.001 -0.068 0.032 1.000 -0.185 -0.032 0.135 0.080 -0.106 -0.017 -0.113 0.265 -0.193 0.067 |\n", + "| p4415_s | -0.020 -0.004 -0.001 -0.005 0.005 0.063 -0.108 0.000 0.347 -0.135 -0.185 1.000 0.012 0.003 0.242 0.081 0.005 0.366 -0.153 0.246 0.013 |\n", + "| DDstar_s | -0.002 -0.000 -0.000 0.001 0.001 -0.007 -0.048 0.000 0.006 -0.026 -0.032 0.012 1.000 -0.029 0.022 -0.021 -0.001 0.003 -0.049 0.010 -0.009 |\n", + "| p4040_p | 0.016 0.003 0.000 -0.005 -0.010 -0.153 -0.013 0.001 -0.265 0.119 0.135 0.003 -0.029 1.000 -0.062 -0.257 -0.023 0.300 0.163 -0.277 0.079 |\n", + "| DDstar_p | 0.132 0.030 0.005 0.008 -0.038 0.051 0.216 -0.001 -0.106 -0.051 0.080 0.242 0.022 -0.062 1.000 0.086 -0.007 0.244 -0.205 0.258 -0.646 |\n", + "| psi2s_p | -0.009 -0.005 -0.001 0.003 0.000 -0.185 -0.008 0.001 0.295 -0.243 -0.106 0.081 -0.021 -0.257 0.086 1.000 -0.023 -0.015 -0.204 0.106 0.048 |\n", + "| Dbar_s | -0.004 -0.001 -0.000 0.001 0.002 -0.005 -0.042 0.000 -0.006 -0.037 -0.017 0.005 -0.001 -0.023 -0.007 -0.023 1.000 0.004 -0.032 0.011 0.013 |\n", + "| p4160_s | -0.007 -0.000 -0.000 -0.008 -0.001 0.058 -0.129 0.000 0.317 -0.121 -0.113 0.366 0.003 0.300 0.244 -0.015 0.004 1.000 -0.291 0.113 0.123 |\n", + "| p4160_p | 0.010 -0.000 0.000 -0.001 -0.009 -0.161 0.083 0.001 -0.472 0.203 0.265 -0.153 -0.049 0.163 -0.205 -0.204 -0.032 -0.291 1.000 -0.596 -0.020 |\n", + "| p4040_s | -0.005 0.000 -0.000 -0.003 0.001 0.179 -0.089 -0.000 0.451 -0.153 -0.193 0.246 0.010 -0.277 0.258 0.106 0.011 0.113 -0.596 1.000 0.091 |\n", + "| Dbar_p | 0.027 0.005 0.001 0.009 -0.003 0.158 -0.162 -0.000 0.415 -0.194 0.067 0.013 -0.009 0.079 -0.646 0.048 0.013 0.123 -0.020 0.091 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.36398836101189147}), (, {'error': 0.9573655938922179}), (, {'error': 0.1161196521304051}), (, {'error': 0.30100333318176625}), (, {'error': 0.7880287454443637}), (, {'error': 0.268531326789599}), (, {'error': 0.02377233463435191}), (, {'error': 0.09280934619497128}), (, {'error': 0.1426871546019346}), (, {'error': 0.13564354111121535}), (, {'error': 0.1406477225445224}), (, {'error': 0.1890333499607768}), (, {'error': 0.019919995842848176}), (, {'error': 0.19843285731605675}), (, {'error': 0.22233334722540876}), (, {'error': 0.03243402725807609}), (, {'error': 0.015898744089318018}), (, {'error': 0.17238201397747432}), (, {'error': 0.1024453058239232}), (, {'error': 0.18940950203249995}), (, {'error': 0.26492991575374436})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 8/10\n", + "Time taken: 15 min, 32 s\n", + "Projected time left: 3 min, 52 s\n", + "Toy 8: Generating data...\n", + "Toy 8: Data generation finished\n", + "Toy 8: Loading data...\n", + "Toy 8: Loading data finished\n", + "Toy 8: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.979E+05 | Ncalls=1817 (1817 total) |\n", + "| EDM = 1.18E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | False | False | True |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297909.4708085202\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | -0.60 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 8.2 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | -5.71 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 1.48 | 0.22 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 18.0 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.5 | 0.4 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | -1.48 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 0.24 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | 0.27 | 0.09 | | | -1 | 1 | |\n", + "| 9 | p3770_p | 3.33 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.17 | 0.22 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | -2.78 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.0 | 0.7 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 2.08 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.28 | 0.47 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 1.91 | 0.29 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.23 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.22 | 0.29 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 2.80 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.092 0.120 -0.064 -0.090 0.636 0.633 0.078 -0.230 0.526 0.660 0.542 0.703 0.660 0.673 0.673 -0.663 0.638 0.644 0.640 0.220 |\n", + "| omega_s | 0.092 1.000 0.591 -0.166 -0.006 0.069 0.067 -0.024 -0.020 0.058 0.072 0.060 0.077 0.072 0.075 0.073 -0.073 0.070 0.070 0.070 0.019 |\n", + "| omega_p | 0.120 0.591 1.000 0.161 -0.007 0.139 0.137 0.029 -0.046 0.116 0.144 0.119 0.154 0.144 0.148 0.147 -0.145 0.140 0.141 0.140 0.044 |\n", + "| rho_s | -0.064 -0.166 0.161 1.000 0.029 -0.199 -0.189 -0.006 0.075 -0.165 -0.205 -0.169 -0.217 -0.205 -0.208 -0.207 0.204 -0.199 -0.199 -0.199 -0.061 |\n", + "| phi_s | -0.090 -0.006 -0.007 0.029 1.000 -0.157 -0.156 0.556 0.066 -0.129 -0.162 -0.133 -0.172 -0.162 -0.163 -0.165 0.161 -0.157 -0.158 -0.157 -0.059 |\n", + "| p3770_s | 0.636 0.069 0.139 -0.199 -0.157 1.000 0.845 0.122 -0.252 0.633 0.851 0.705 0.905 0.844 0.881 0.841 -0.849 0.826 0.827 0.840 0.235 |\n", + "| jpsi_p | 0.633 0.067 0.137 -0.189 -0.156 0.845 1.000 0.119 -0.161 0.730 0.873 0.714 0.925 0.874 0.917 0.887 -0.880 0.838 0.859 0.841 0.136 |\n", + "| phi_p | 0.078 -0.024 0.029 -0.006 0.556 0.122 0.119 1.000 -0.036 0.102 0.127 0.105 0.135 0.127 0.131 0.129 -0.128 0.123 0.124 0.123 0.033 |\n", + "| Ctt | -0.230 -0.020 -0.046 0.075 0.066 -0.252 -0.161 -0.036 1.000 -0.268 -0.219 -0.057 -0.229 -0.267 -0.217 -0.190 0.266 -0.147 -0.297 -0.128 0.040 |\n", + "| p3770_p | 0.526 0.058 0.116 -0.165 -0.129 0.633 0.730 0.102 -0.268 1.000 0.722 0.572 0.761 0.736 0.750 0.722 -0.711 0.684 0.728 0.689 0.046 |\n", + "| p4415_p | 0.660 0.072 0.144 -0.205 -0.162 0.851 0.873 0.127 -0.219 0.722 1.000 0.714 0.943 0.892 0.916 0.896 -0.894 0.845 0.884 0.845 0.270 |\n", + "| p4415_s | 0.542 0.060 0.119 -0.169 -0.133 0.705 0.714 0.105 -0.057 0.572 0.714 1.000 0.780 0.742 0.741 0.742 -0.746 0.754 0.727 0.724 0.231 |\n", + "| DDstar_s | 0.703 0.077 0.154 -0.217 -0.172 0.905 0.925 0.135 -0.229 0.761 0.943 0.780 1.000 0.941 0.977 0.956 -0.959 0.914 0.918 0.914 0.287 |\n", + "| p4040_p | 0.660 0.072 0.144 -0.205 -0.162 0.844 0.874 0.127 -0.267 0.736 0.892 0.742 0.941 1.000 0.920 0.889 -0.886 0.887 0.862 0.841 0.243 |\n", + "| DDstar_p | 0.673 0.075 0.148 -0.208 -0.163 0.881 0.917 0.131 -0.217 0.750 0.916 0.741 0.977 0.920 1.000 0.931 -0.927 0.878 0.907 0.881 0.362 |\n", + "| psi2s_p | 0.673 0.073 0.147 -0.207 -0.165 0.841 0.887 0.129 -0.190 0.722 0.896 0.742 0.956 0.889 0.931 1.000 -0.904 0.864 0.875 0.872 0.227 |\n", + "| Dbar_s | -0.663 -0.073 -0.145 0.204 0.161 -0.849 -0.880 -0.128 0.266 -0.711 -0.894 -0.746 -0.959 -0.886 -0.927 -0.904 1.000 -0.868 -0.866 -0.871 -0.299 |\n", + "| p4160_s | 0.638 0.070 0.140 -0.199 -0.157 0.826 0.838 0.123 -0.147 0.684 0.845 0.754 0.914 0.887 0.878 0.864 -0.868 1.000 0.820 0.816 0.283 |\n", + "| p4160_p | 0.644 0.070 0.141 -0.199 -0.158 0.827 0.859 0.124 -0.297 0.728 0.884 0.727 0.918 0.862 0.907 0.875 -0.866 0.820 1.000 0.789 0.225 |\n", + "| p4040_s | 0.640 0.070 0.140 -0.199 -0.157 0.840 0.841 0.123 -0.128 0.689 0.845 0.724 0.914 0.841 0.881 0.872 -0.871 0.816 0.789 1.000 0.272 |\n", + "| Dbar_p | 0.220 0.019 0.044 -0.061 -0.059 0.235 0.136 0.033 0.040 0.046 0.270 0.231 0.287 0.243 0.362 0.227 -0.299 0.283 0.225 0.272 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.27098401251561155}), (, {'error': 0.8795791692660551}), (, {'error': 0.19878574130391025}), (, {'error': 0.21983936971915485}), (, {'error': 0.8158249500568697}), (, {'error': 0.42953933743718586}), (, {'error': 0.052411148720699074}), (, {'error': 0.19152864374454648}), (, {'error': 0.0904984667150246}), (, {'error': 0.1320625793194541}), (, {'error': 0.3996206195703933}), (, {'error': 0.21730905065700917}), (, {'error': 0.579088304244729}), (, {'error': 0.3140623670807241}), (, {'error': 0.7361126186488691}), (, {'error': 0.08357871654532634}), (, {'error': 0.4744964424913635}), (, {'error': 0.2853466413895025}), (, {'error': 0.19303201083625843}), (, {'error': 0.28818036516479095}), (, {'error': 0.2313335191639263})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 9/10\n", + "Time taken: 18 min, 33 s\n", + "Projected time left: 2 min, 3 s\n", + "Toy 9: Generating data...\n", + "Toy 9: Data generation finished\n", + "Toy 9: Loading data...\n", + "Toy 9: Loading data finished\n", + "Toy 9: Fitting pdf...\n", + "------------------------------------------------------------------\n", + "| FCN = 2.98E+05 | Ncalls=1130 (1130 total) |\n", + "| EDM = 5.08E-05 (Goal: 5E-06) | up = 0.5 |\n", + "------------------------------------------------------------------\n", + "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", + "------------------------------------------------------------------\n", + "| True | True | False | False |\n", + "------------------------------------------------------------------\n", + "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", + "------------------------------------------------------------------\n", + "| False | True | False | False | True |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297973.98281601147\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | rho_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 1 | omega_s | 6.7 | 1.2 | | | 4.19232 | 9.40768 | |\n", + "| 2 | omega_p | 0.05 | 0.32 | | |-6.28319 | 6.28319 | |\n", + "| 3 | rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 4 | phi_s | 19.3 | 1.0 | | | 14.8182 | 23.5818 | |\n", + "| 5 | p3770_s | 2.0 | 0.3 | | |0.918861 | 4.08114 | |\n", + "| 6 | jpsi_p | 4.75 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 7 | phi_p | 0.54 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 8 | Ctt | -0.03 | 0.18 | | | -1 | 1 | |\n", + "| 9 | p3770_p | -2.87 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 10| p4415_p | 3.57 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4415_s | 1.22 | 0.28 | | |0.126447 | 2.35355 | |\n", + "| 12| DDstar_s | -0.11 | 0.34 | | | -0.3 | 0.3 | |\n", + "| 13| p4040_p | 3.33 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -1.6 | 2.4 | | |-6.28319 | 6.28319 | |\n", + "| 15| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 16| Dbar_s | 0.30 | 0.52 | | | -0.3 | 0.3 | |\n", + "| 17| p4160_s | 1.98 | 0.19 | | | 0.71676 | 3.68324 | |\n", + "| 18| p4160_p | -2.32 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 19| p4040_s | 1.50 | 0.21 | | |0.00501244| 2.01499 | |\n", + "| 20| Dbar_p | 5.2 | 1.2 | | |-6.28319 | 6.28319 | |\n", + "----------------------------------------------------------------------------------------------\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | rho_p omega_s omega_p rho_s phi_s p3770_s jpsi_p phi_p Ctt p3770_p p4415_p p4415_s DDstar_s p4040_p DDstar_p psi2s_p Dbar_s p4160_s p4160_p p4040_s Dbar_p |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| rho_p | 1.000 0.420 0.074 0.031 -0.088 -0.145 -0.250 -0.177 -0.216 -0.144 -0.156 0.185 0.239 -0.199 0.246 -0.146 0.204 0.150 -0.219 0.155 0.227 |\n", + "| omega_s | 0.420 1.000 0.670 -0.124 -0.019 -0.023 -0.045 -0.090 -0.035 -0.023 -0.025 0.029 0.037 -0.031 0.039 -0.024 0.034 0.024 -0.034 0.024 0.035 |\n", + "| omega_p | 0.074 0.670 1.000 -0.041 -0.000 -0.028 -0.052 -0.041 -0.044 -0.029 -0.031 0.036 0.047 -0.039 0.049 -0.029 0.042 0.029 -0.043 0.030 0.044 |\n", + "| rho_s | 0.031 -0.124 -0.041 1.000 -0.137 -0.188 -0.289 -0.146 -0.254 -0.187 -0.199 0.226 0.296 -0.252 0.302 -0.178 0.243 0.177 -0.274 0.189 0.277 |\n", + "| phi_s | -0.088 -0.019 -0.000 -0.137 1.000 0.141 0.222 0.689 0.199 0.139 0.151 -0.177 -0.230 0.192 -0.233 0.137 -0.188 -0.142 0.211 -0.148 -0.216 |\n", + "| p3770_s | -0.145 -0.023 -0.028 -0.188 0.141 1.000 0.635 0.100 0.434 0.289 0.482 -0.531 -0.678 0.600 -0.651 0.308 -0.469 -0.392 0.638 -0.382 -0.670 |\n", + "| jpsi_p | -0.250 -0.045 -0.052 -0.289 0.222 0.635 1.000 0.148 0.666 0.602 0.640 -0.726 -0.919 0.813 -0.884 0.614 -0.661 -0.574 0.875 -0.608 -0.848 |\n", + "| phi_p | -0.177 -0.090 -0.041 -0.146 0.689 0.100 0.148 1.000 0.129 0.097 0.105 -0.121 -0.157 0.134 -0.158 0.095 -0.125 -0.096 0.145 -0.101 -0.147 |\n", + "| Ctt | -0.216 -0.035 -0.044 -0.254 0.199 0.434 0.666 0.129 1.000 0.284 0.481 -0.429 -0.687 0.561 -0.711 0.538 -0.509 -0.272 0.572 -0.290 -0.743 |\n", + "| p3770_p | -0.144 -0.023 -0.029 -0.187 0.139 0.289 0.602 0.097 0.284 1.000 0.442 -0.514 -0.592 0.591 -0.570 0.375 -0.324 -0.413 0.619 -0.458 -0.522 |\n", + "| p4415_p | -0.156 -0.025 -0.031 -0.199 0.151 0.482 0.640 0.105 0.481 0.442 1.000 -0.598 -0.689 0.637 -0.638 0.434 -0.505 -0.460 0.705 -0.528 -0.668 |\n", + "| p4415_s | 0.185 0.029 0.036 0.226 -0.177 -0.531 -0.726 -0.121 -0.429 -0.514 -0.598 1.000 0.788 -0.671 0.794 -0.489 0.628 0.629 -0.748 0.581 0.764 |\n", + "| DDstar_s | 0.239 0.037 0.047 0.296 -0.230 -0.678 -0.919 -0.157 -0.687 -0.592 -0.689 0.788 1.000 -0.872 0.967 -0.636 0.821 0.608 -0.938 0.657 0.966 |\n", + "| p4040_p | -0.199 -0.031 -0.039 -0.252 0.192 0.600 0.813 0.134 0.561 0.591 0.637 -0.671 -0.872 1.000 -0.834 0.530 -0.627 -0.426 0.826 -0.651 -0.841 |\n", + "| DDstar_p | 0.246 0.039 0.049 0.302 -0.233 -0.651 -0.884 -0.158 -0.711 -0.570 -0.638 0.794 0.967 -0.834 1.000 -0.589 0.781 0.634 -0.912 0.674 0.980 |\n", + "| psi2s_p | -0.146 -0.024 -0.029 -0.178 0.137 0.308 0.614 0.095 0.538 0.375 0.434 -0.489 -0.636 0.530 -0.589 1.000 -0.381 -0.412 0.594 -0.383 -0.595 |\n", + "| Dbar_s | 0.204 0.034 0.042 0.243 -0.188 -0.469 -0.661 -0.125 -0.509 -0.324 -0.505 0.628 0.821 -0.627 0.781 -0.381 1.000 0.485 -0.706 0.502 0.808 |\n", + "| p4160_s | 0.150 0.024 0.029 0.177 -0.142 -0.392 -0.574 -0.096 -0.272 -0.413 -0.460 0.629 0.608 -0.426 0.634 -0.412 0.485 1.000 -0.623 0.373 0.571 |\n", + "| p4160_p | -0.219 -0.034 -0.043 -0.274 0.211 0.638 0.875 0.145 0.572 0.619 0.705 -0.748 -0.938 0.826 -0.912 0.594 -0.706 -0.623 1.000 -0.731 -0.900 |\n", + "| p4040_s | 0.155 0.024 0.030 0.189 -0.148 -0.382 -0.608 -0.101 -0.290 -0.458 -0.528 0.581 0.657 -0.651 0.674 -0.383 0.502 0.373 -0.731 1.000 0.636 |\n", + "| Dbar_p | 0.227 0.035 0.044 0.277 -0.216 -0.670 -0.848 -0.147 -0.743 -0.522 -0.668 0.764 0.966 -0.841 0.980 -0.595 0.808 0.571 -0.900 0.636 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.47787650322626485}), (, {'error': 1.1671499758739108}), (, {'error': 0.31811570335196127}), (, {'error': 0.33925542819480203}), (, {'error': 1.049285588071493}), (, {'error': 0.3162497785112547}), (, {'error': 0.06749011340636546}), (, {'error': 0.21307465209402388}), (, {'error': 0.18115444600402852}), (, {'error': 0.1657557614253573}), (, {'error': 0.21323294268173676}), (, {'error': 0.2815031802879736}), (, {'error': 0.3353260528941947}), (, {'error': 0.23124270849511852}), (, {'error': 2.396064403517207}), (, {'error': 0.040594121775672676}), (, {'error': 0.5200050109920695}), (, {'error': 0.19415791959034012}), (, {'error': 0.2822154575659217}), (, {'error': 0.20817892177171948}), (, {'error': 1.166833707438908})])\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Toy 10/10\n", + "Time taken: 20 min, 56 s\n", + "Projected time left: \n" + ] + }, + { + "data": { + "image/png": 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cYY1VYI0d0QeAiOwCfgHcICKVIjJZREqA7+Kv7vtIRNaJyBcTf4sURQnF6/Px63mLImZKHdV33/teipV1cuj2bwLdp++8Pnt1KdFxxTYBY8wrwCsh1+4Ket0KXB3h2XuBe+MZ07q+A391Xuj1aD5KI0iP0MNYUZRjweMzfPW9xcBlYe939L77wQ9smyor+uVPIW1et+o7t826lOhoRwdFURLG4zM8P/OiiPfTnFY7n5tuimiTbGqu+Teg+z4lj826lOhoUFIUJWE8XsO5O9ZEvO8KtPN59dUUqurKoKVvAqEl4Q7/tKKNupToaFBSFCVhvD4f20eMi3jfFVhTmjYthaq60jTJ3yQmeN0rzSn+UnUbdSnR0aCkKErCuH2GgtbGiPfTnA7cPh/U1KRQVVechw8DXafvOk7EtVGXEh0NSoqiJIzXa8jweSPe79in1N6eQlUhuP2+g6fv/Edq2KxLiYoGJUVREsbjM1QNHR7xvsvp36Rqxo5NoaqutIzw788PbTPk8fqgtNQmVUosNCgpipIwHp+P6Xs3RbyfZq3jeJe/lypJ3cj96EMAgs8hdAbaDL1nny4lOhqUFEVJGI/P8O6McyLeT3P5P1raP/vZFCnqTtWCy4GubYbSAm2Grg675VHpA2hQUhQlYbxew5Xvh3Yb6yRwIq3jd79LlaRujHzSf9JN8PRdoNDBPPSQXbKUGGhQUiLy8vr9nHT367R5Ii9oK8cnHp+PxRd/IeL9NGvOrOlb30mVpG5s//IdQNc2Q4Gu5p7/p22G+ioalJSI/PDlzTS2eTh8VCuVlK54fIbr3ng84v3AibQZP+7WYSxllD70c6D7IX+ANmTtw2hQUhQlYbw+w18X/HvE+2lW9/D6r34jVZK6sf2LtwHdq+8AWr/5LVs0KbHRoKRERLSdrRIBt9fH5958MuL9QKaUc//PUyWpG2WP/gaA4NM1AkHJ9dOf2iFJiQMNSkpEop9WpRzPeH2GFaddHPF+YJqs4aprUiWpG3su+xwQfvqu+ZprbdGkxEaDkhITzZiUUDw+w7StkRuyBvYppf3z7RQp6k7BB8uB0I4OVlXgsqW2aFJio0FJUZSE8XgNh0aVRryfbu1Tah5XniJF3WksGw+EVt/5dbWOn8gHOw4z+a7XONjQaoc8JQIalBRFSRi318egtuaI9zNcTgB89Q2pktQNZ+MRoGumFAiW3vp6Hluxk+Z2L2t219miTwmPBiUlIgZdVFLC0+71keNpi3g/8OHvazyaKkndcDS3+P8bHJScnbpyMvwHbze1e1IvTomIBiUlJqKnyishtHt81I+M3Gw1wwpKDaNLU6SoO0cs38FrooFgeXTsuI5KPK9Pv3z1JTQoKTHRjEkJxe31MXFL5EKHjDT/R8tgq9jADopW+5uuBh/yFwhKWSvexWnVire5tWNJXyKuoCQiC0Rkq4hUiMi3w9zPEJGnrfsrRaQ06N6d1vWtInJRrDFFpMwaY5s1Zno0HyJSICLLROSoiPwmRNcsEdlgPfOAiNaRKUpv4PYaNp59WcT7gWmynRdemSpJ3dh5kd938PRdIIM7cMlnOrqHN2tQ6lPEDEoi4gQeBC4GJgPXisjkELObgDpjzATgfuA+69nJwCJgCrAAeEhEnDHGvA+43xhTDtRZY0f0AbQC3wPCbR3/LXAzUG7934JYv6/SHZ2+U0Jxe3yc/vriiPcz0vyFDmMWP5YqSd2Y8GygIWvntXSnX9ewPz3a8Xfd0q5BqS8RT6Y0B6gwxuwwxrQDi4GFITYLgSes188B51lZyUJgsTGmzRizE6iwxgs7pvXMfGsMrDGvjObDGNNkjFmOPzh1ICIjgMHGmPeNMQb4Y9BYiqIcA21eH+9fd0vE+4GMZO0N/5UqSd1Y/wV/myEJU3239Utfo93jA6BZg1KfIp6gNArYG/RzpXUtrI0xxgM0AAVRno10vQCot8YI9RXJRzTdlTF0AyAiN4vIahFZXV1dHWVIRVGMMbi9Ps5+6rcRbQJBacojv0qVrG5MffQBoOuaUmDzbNlDP+/ofq9BqW8RT1AKN3cTuvIdyaa3rserIx5N3S8a87AxZrYxZnZRUVGUIY8vtM2QEg6vz2AMrL32SxFtAhnJh//yxVTJ6sb6f7sZCJm+s3RtvO4/aff6M6UWLQnvU8QTlCqB0UE/lwD7I9mIiAvIA2qjPBvpeg0wxBoj1FckH9F0l8TQrShKggQ+zGe98HhEm0Chw9Rn/i8VksIy+Wm/73DTd+P+8oeO6bsWLXToU8QTlFYB5VZVXDr+woXQIyeXANdbr68CllrrOEuARVblXBn+YoMPI41pPbPMGgNrzJdi+AiLMeYA0Cgip1prVf8eNJaiKD3E7fH/s9t9/uURbUSEDJeDDWfYV1u0/dxLga6ZUoZV6LDtnEtp0zWlPknMoGSt39wKvA5sBp4xxmwUkXtE5ArL7FGgQEQqgDuAb1vPbgSeATYBrwG3GGO8kca0xvoWcIc1VoE1dkQfACKyC/gFcIOIVAZV8n0ZeAR/gcV24NVE3hxFUboTyJRKPlkd1S7d5WDEx6tSISksxZbvcPuUCtd+2BGUtPqub+GKbQLGmFeAV0Ku3RX0uhW4OsKz9wLdjp8MN6Z1fQf+6rzQ69F8lEa4vhqYGu6eEj+6eVYJJhCUWsdE7ugA/v53h4pLotokk4YRY2Bf+N53h4eVdAYlnb7rU2hHByUmWvCgBOO2PszT3e1R7TJcDkxz5KatycbR5u99F7xl3ukQf+bU0ty5pqSZUp9Cg5KiKAnhtjKl7KYjUe0y0hykN9rXJTz9iN+3I6SRS7rTgfNIA+1WSbhmSn0LDUpKTDRRUoLpmPaaOCmqXbrTwe7hZamQFJbqsRMAcIYGJZeDA6PGaaFDH0WDkqIoCRHIlIZ98G5Uu4w0JxPXf5AKSWEpWb0Ch4DD0TUopTkdjP3ovZSXhFc1tvIff1zN1oONKfHXX9GgpMQkSuW9chzi9vr/Hg5fdW1UuwyXg6Vz7SsJX3/eQlyO7h9xGS4H7595WUem1O7xpeT4ilc3HOQfmw7x6PIdSffVn9GgpMREY5ISTCBTKvnjH6LaZbgcXPCPp1MhKSwnv/jHLuXgATLTHMx7+S8dmRJAcwq6Omza71+D21VjX/FHf0CDkqIoCRH4MK++41tR7TJcDv544Q0pUBSet6/5SsdBfsFkp7t49rIbafN4GZKdBqRmCu9wk/+k3r11GpSioUFJUZSECOxTGvmrn0S1y0xz8i9/t6/N0JlPPojT2T0oZaU7ufj5h/EZGJJlBaUUFDvUN7sBOHiktaMZrNIdDUqKoiREIFNqvPWrUe1y0l08dvrnUiEpLP9ceH3YTCkn3ckT8/ydzIZkpwOpyZTqW/xByRioOtKWdH/9FQ1KSkx0TUkJJvABXvjHR6LaZaU7WbjixVRICsucVxaHXVPKTndx0T+fB+iYvktFWXh9s5uReZkAVDVqUIqEBiUlJtpmSAmmzQpK3oXRz8zMTnfy9/Gn2la9+fEp53bbowT+YPlS6VwgddN3xhgaWtqZMGwQANWNrTGeOH7RoKQoSkK0uv3Td1lrozdkzU53ctK+LR1rUKmm5NMNYdeUArogaPouyUGpud2L22uYWJwLaKYUDQ1KSkx0+k4JptXKlNJLozdkzU53cWBwkW295Wrzi8PuUwroAsizMqXmJK8pBdaTxhXl4hCo1qAUEQ1KSkw0JinBtHq8OB2CK8ZfRna6E6fPR5NNQcl4vRHWlPy6oHNNqTXJGuub/c1rh+akU5CboYUOUdCgpChKQrS6fWS6HHDoUFS7rHQnhU11th03nlN/OMI+Jb8uCC50SK7GBqscfEh2GsWDMqg+qkEpEhqUlJhomyElmFa3l8w0J8ycGdUuJ93FxmHjbWt4umv0xLCZUla6k43DxgMwJCtQEp7cda/A9N2Q7DSKBmVQpYUOEdGgpChKQrS6ff6g9Pe/R7XLTndy7vZVNLXZE5SmrlseYZ+Si3O3+0+lHZzlQoSkZ3MNVlDKy0pj2KBMnb6LggYlJSaaJynBtHq8ZKQ54D/+I6pdVrqTxdMvosVtz/Td0jOvCJspDc5ysXj6RYD/dNzsNGfS170C3RyGZKUzbHAGNUfb8NhUldjX0aCkxERn75RgWtu9ZLqccP/9Ue1yMlzctPol26bvLnz9qbDVd0NzMrhp9UsADMp0kZeV1pHJJIv6lnbSXQ4y0xwUD87EZ+BwU/STe49XNCgpipIQrR4vmWkOuOuuqHZZaU4emHctzTZN3z17yY1hM6WCnHQemOc/diM3w8XgFASlhmY3Q7LSEBGGDfZ3dTh0RNeVwhFXUBKRBSKyVUQqROTbYe5niMjT1v2VIlIadO9O6/pWEbko1pgiUmaNsc0aM/0YfHxNRDaKyCci8pSIZCb29ih+NFVSOulYU/r+96PaZac7uX35kyk5FiIcn/3bI7jCbJ4dmpPO7cufBCA308WQ7LSO6rhkUd/s7qj0GzY4A4BDuq4UlphBSUScwIPAxcBk4FoRmRxidhNQZ4yZANwP3Gc9OxlYBEwBFgAPiYgzxpj3AfcbY8qBOmvsnvgYBdwGzDbGTAWclp2iKMdAR/Xd178e1S4nw8Uf5nzGtn1KL8y/BkeYNkPZ6U7+MOczgH9NaUhWekqm7wKVfsOtTOmgZkphiSdTmgNUGGN2GGPagcXAwhCbhcAT1uvngPNERKzri40xbcaYnUCFNV7YMa1n5ltjYI15ZQ99ALiALBFxAdnA/jh+XyUEXVNSgml1e8lKc8Lvfx/VLsPl4PPrX+Nomz2Z0gXvvhS2+k5E+G7lO0wZORjwV8TVtyR3fae+2U2elSkV5GbgEKjSoBSWeILSKGBv0M+V1rWwNsYYD9AAFER5NtL1AqDeGiPUV0I+jDH7gJ8Be4ADQIMx5o1wv6CI3Cwiq0VkdXV1dcQ34nhFY5ISTKvb56++u/zyqHYiwodT5nEkyVlIJN6ffHrYNSWAz971nzzzpdMA/96h+iRP3zW0uDuavzodQtGgDF1TikA8QSnc/6qhn1ORbHrresI+RCQffxZVBowEckTkujC2GGMeNsbMNsbMLioqCmeiKIpFx/TdRx/FtJ15eGfSp8YiMW7v1rBrSgBZn6wnJ8MFwOCsNNo8vo6efsmgvtnd0WcPYNjgTF1TikA8QakSGB30cwndp8E6bKypsjygNsqzka7XAEOsMUJ9JerjfGCnMabaGOMG/gqcHsfvq4Sg03dKMEfbPORmuGD48Ji2bQVFHGm1Z/quOic/bEk40EV7oAAhWcGz1e2lxe0lPye945o/KGmmFI54gtIqoNyqikvHXyywJMRmCXC99foqYKnx96ZZAiyyKufKgHLgw0hjWs8ss8bAGvOlHvrYA5wqItnW2tN5wOb43hZFUcLh8fpo8/jISXdBpA/8ILIy02ybvms3QrorgsYg7fnW8RW1Sdo3VB/U9y7AsME6fRcJVywDY4xHRG4FXsdfwfZ/xpiNInIPsNoYswR4FPiTiFTgz14WWc9uFJFngE2AB7jFGOMFCDem5fJbwGIR+SGw1hqbHvhYKSLPAR9Z19cCD/f0jTqe0UP+lACBSrqcDCfsrYxpP+roYZa22hOU8mur8DkjBKXKTu2BEu2qxjZOHNH7OgJFFIHqO4BhgzKpa3Z3ToUqHcQMSgDGmFeAV0Ku3RX0uhW4OsKz9wL3xjOmdX0HndVzwdd74uNu4O5wzyjxo9N3SoAmq5IuJ8MFc7r9M+3G4ckzOFJnz/TdxyPKmR0pUwrSXjwouZtZ65r8QTk/KFMqGZoFwL76FsYX5SbFb39FOzooihI3XYLSCy/EtD/5o2UcaXHb0mn+7E0rSItQ6BCsvTiwmbUhOUEpcJZS4JRbgDFDswHYc7g5KT77MxqUlJhopqQECOw5ys1wwi23xLSvuPp62q11qFTzxMxLSIs0fRekPcPlJD87jUPHcJzEsi1V3Pj4KvbXt3S7V2etKeXndGZKowNBqVaDUigalBRFiZtAc9WcdBf87Gcx7ec+/xhAyosdfD7DjR/8NXKhQ4j2Yy3RvnvJRpZuqeI3yyq63Qu3plSUm0FWmpPdmil1Q4OSEhMtdFACHA2evovRkBVg91W4PawAACAASURBVK3fAJJXbh2Jdq+PB+ZdGzlTCtFefAwl2lWNrR0Zz6sbDuD1df33Unu0ncw0B1npnQUNIsKYodmaKYVBg5ISE52+UwJ0WVO6556Y9tP/7wEg9cc0tHt93LbiKTIiZUoh2kfnZ/U4QGw92AjA508dS12zm4/21HW5f6ixraMzeBefQ7PZU9vUI58DGQ1KiqLETWdQcsLtt8e0b7PWbmqOprZ7gdvj47HZV0TOlEK0lxbkUN/s7ihKSITAtN81p4zG5RCWbqnqer+hNWxQGlvgz5R8Pv3WF4wGJUVR4uaodTZSboYLHnsspv3IF54G4PDR1GdKV69/M/KaUoj20sIcAHbWJJ65BKb9xhflMrs0n2WhQamxtaMzeDATinNpdfuorOteHHE8o0FJiYlO3ykBmto8iPgP8OOii2LaZ112CQ6xI1My/LPs5MiZUoj2skJ/Ndyuw4kHperGNgZluMhKdzJ/UjFbDjZ2VOEZYzjY0NqxQTeYE4YPAmDrocaEfQ5kNCgpihI3DS3+xqIiAhs2xLR3bvyEoTkZKQ9K7V4vk6p3Rc6UQrSPHpqNQ2BndeJBqaqxlSIr6Jx7QjEAb2/1nzZQ3dhGm8dHSX52t+cmDrOC0sEjCfscyGhQUmKi1XdKgOAjGCgoiP1AQQGFuelUN6Z4+s5jqMsaRHqkzbMh2jNcTsoKc9h0IPGspepIG8WD/EFpQnEuJflZHetKFdVHO66HkpvhoiQ/i62HjibscyCjQUlRlLipbwk6giGj+5RUNzIyKMy1I1Py0e5Ki5wphdF+0qg8PtnXkLCvqsa2jlZFIsK5JxSzoqKGVreXiip/wBlXlBP22ROGDdJMKQQNSkpMdE1JCdDQ3E5eoF3Ozp2xH9i5k8Lc9JQHpTa3l9H1h0h3Rmh2Gkb71FF5HDzSSnVj/FqNMVQ1tnZkSgAXThlGi9vLa58cZPWuOooHZYQtdAA4ccRgtlc30WLTkfF9EQ1KSkw0JikBukzfzZsX+4F58xg2OJOqI20pLX1ucXtZXTK5y4bVUF2hTB2VB5BQttTY5qHV7evonwcwb3whE4pz+dkbW3lj00HmTSj0r8GFYcboIXh9hg09yNAGKhqUFEWJmy7Td88+G/uBZ59lVH4W7V5fSrOllnYvl25ZTnakoBRG+7SSPFwOYeXO2rj9VFl7lALTdwAOh/CdSyZRWddCu8fH508bG/H5GWOGALA2ZMPt8UxcR1coxzd2dHhW+h4+n/FnSoEjGOLYPMvttzNqpz8LqKxvoTjCNFZv09zu5bHZV7Ao0llFYbRnp7uYOWYI722vidtPldXENXj6DmD+pGEsudWfjU0rGRLx+cLcDMYWZLN2T33cPgc6mikpihIXjW0ejKEzU/rJT2I/9JOfdJRD70vhJtEWt5cvrXw+cqYUQfvp4wvZsK+Bhub4evUF1p+Kw+xDmlYyJGpACjBz9BA+2lOnX/4sNCgpMdF/KgrQ8UHdEZTiaMjKXXcxKt9/oF0qOxe0tHt5YN61kdeUImg/s7wQY+Ddiuq4/AS6ORQN6nkGOGtsPlWNbdqc1UKDkhIT/QKnABxu8mcFBblW9V0cDVm55x5yM1wMyU5jX33qPnSb273ctuIpf+eJCLrCMXNMPoW5Gbyy4UBcfqqOtJHhcjA4s+crIfMmFAKwvCL+acOBjAYlRVHiomOqKpAV/Nd/xX7IsinJz0rp2UEtbi9PnnIFrkhthiJodzqEi6cOZ+mWKprbYx/jXtXYRvHgjIjVdfFQVpjDyLxMlm+LHpSe+nAPN/9xNa3ugV0+rkFJiQNNlRSotqrnigKL+n/+c+yHLJsJRbkdG0lTQUu7h89tfjuyQRTtl04bQavbxxsbD8X049+jdGzFGyLCvAmFvLf9cLezmAJ4fYY7/7qBNzYd4o1NsXX1Z+IKSiKyQES2ikiFiHw7zP0MEXnaur9SREqD7t1pXd8qIhfFGlNEyqwxtlljph+DjyEi8pyIbBGRzSJyWmJvj6IoAaob2xCBoTnW9N38+bEfsmzKhw3iQEMrja2pOeyvxe1l/cRZMXWFY07pUMYWZPOXlbtj+qk60hZxY2winFFeSEOLO+IeqeBj1t8b4NN8MYOSiDiBB4GLgcnAtSIyOcTsJqDOGDMBuB+4z3p2MrAImAIsAB4SEWeMMe8D7jfGlAN11tgJ+7Ce+RXwmjFmEjAd2BzvG6N0omtKCvinqoZmp3d23t6yJfZDlk2g+ei2FGVLR9s8nFBfGdkginaHQ7hu7lhW7apjS4wWQIeOtIatvEuUM8uLcAi8tTl8FrS3zj/1mZnm4MNd8e+j6o/EkynNASqMMTuMMe3AYmBhiM1C4Anr9XPAeeKfZF0ILDbGtBljdgIV1nhhx7SemW+NgTXmlT3xISKDgbOARwGMMe3GGN0M0AM0Jingz5SKgvfjDBoU+yHLZuIwf0PSbSk6pqGhxY0MHhzZIIb2q2aVkOFy8NjyXRFtGlvdNLV7eyVTGpqTzimlQ3k9wpThXqsy78oZo9hR3RR3yXp/JJ6gNArYG/RzpXUtrI0xxgM0AAVRno10vQCot8YI9ZWoj3FANfCYiKwVkUdEJGxXRBG5WURWi8jq6ur4SkEV5XjjWILS6PxsstOdbNyfmuajDS1unMcQlPJz0ll0ymie/6iyIyCEEjhxdnhe72wIvnDKcLYeamRXmIMG99Q243QIC6YOB2D9voH7/TqeoBSurCT0y3Mkm9663hMfLuBk4LfGmJlAE9BtPQzAGPOwMWa2MWZ2UVFROJPjGp2+U8Caqgpe1N+6NfZDlo3DIcywNommgiMtHspqo0zfxaH9P88Zj0OE3/5ze9j7VUcC3Rx6KShNHgbAG5sOdru3t7aFkUMymTkmH4CP9x7fQakSGB30cwmwP5KNiLiAPKA2yrORrtcAQ6wxQn31xEelMWaldf05/EFKSRDdaa60e3wcPNJKibURFoBzz439YJDNyWPy2XygMa5S62OlocXNwZOj1DXFoX1EXhZXzy7h2dV72R3mRNpKq/hgRC9lSqOHZjN5xOCwU3h7apsZMzSbvKw0xhXlsG7vwG3gGk9QWgWUW1Vx6fiLCpaE2CwBrrdeXwUsNf5PsiXAIqtyrgwoBz6MNKb1zDJrDKwxX+qJD2PMQWCviJxgPXMesCmO31dRlBAONLRgDF2D0l/+EvvBIJuTx/o7Yn+c5A9Un89wpNXNnPdejUtXNG47r5w0p4Mfv9K9MGJXTRMuh3R9T46Ri6cOZ83uOirruk4ZVtY1M9pq1zSjZAjr9tYP2C+LMYOStX5zK/A6/uq1Z4wxG0XkHhG5wjJ7FCgQkQrgDqxpMmPMRuAZ/MHgNeAWY4w30pjWWN8C7rDGKrDGTtiH9cx/AX8RkfXADOBHib5BihY6KJ0tgroc6/3Nb8Z+MMhm1tihOB3C8jhb+PSUQI++rZ//z7h0RWPY4Ey+cs54Xtt4kPe3H+5yb2dNE2OGZkfeoNsDFs7wL6Ev+bhzMqqpzUPN0XZGD7WC0pgh1Bxt40BDa6/57UvE9W4aY14xxkw0xow3xtxrXbvLGLPEet1qjLnaGDPBGDPHGLMj6Nl7redOMMa8Gm1M6/oOa4wJ1phtx+BjnbVWNM0Yc6UxRvvDK0oPCCz2jx4alBX8+MexHwyyyctKY/bYfN7aXNXb8roQ6Dwx79k/xKUrFl88cxyjhmTx/b9txO31dVyvqDpKWWH4E2V7ypiCbGaNzefFtfs6MqFAOfgYKyhNt5q8DtR1Je3ooMRkgM4SKAlQWdeC0yFdy5/jbMgazHknFrPlYGO36aneJFCAUP+NO+PWFY3MNCd3XT6ZLQcbeWiZv+jhSKubiuqjTB8duwt4olw5YySfHjrK5gP+8vk9h7sGpUkjBpHudLCuUoOScpxidALvuGdnTRMl+Vldp6ribMgazIIpIwB4ce2+3pTXhUPWGUcnPHx/3LpicdGU4SycMZJfL93G+sp63qs4jDEwe2z+sUgNy6XTRuJyCC+u879Hge7hYwv8QSnD5eTEkYNZN0DPYNKgpChKTD491Eh5ccjenq98JfaDITZjCrI5bVwBT6/em7Tj0Q82+KfvMm67NW5d8fA/l09h2OBMbnhsFT95fQuFuRnMKRvaU5kRGZqTzrmTinl+TSWtbi87apoYnOnqPDIEmFGSx4Z9DRF75fVnNCgpsRl4f/dKArR7fOysaeroytDB00/HfjiMzbVzx7C3tiVpjUUr65rJy0oj58XnE9IVi/ycdP500xzys9PYV9fCPQun9GqRQzBfOL2Uw03tLPl4PxsqG5g6Kq9LJ/Lpo4fQ3O5NaZPbVKHHoSuKEpXdh5vw+ExH/7oOzjwz9sNhbC6ZOpxfFuZw/z8+5cLJw3A4en7sQzi2Vx9lfFEOnBFFXzzawzCuKJc37zgbt9eQ7kred/rTxhcwafggfvjyJo60eviv+RO63J8xurPY4YThcXTW6EdopqTERBOl45utVr+6CcUhmdL28J0OYtm4nA7uuHAiWw818th7u3pBYVd2VDcxvig3ur54tEdARJIakAI+vnfZZI60enA5pKNUPEBpQQ6DM10DsthBMyUlJlp9d3zz8d560l2O7plSVhybRiPYXHrSCF6YtI+fvLaFuWVDmToqrxeU+s83qmps82ttjqIvHu02M29CIX+79QxEun8hcDiE6aOHDMiycM2UFEWJyrq99UwdObh7dpAfR+VZBBsR4cefO4mCnHS+8PgqdlT3ztrIml3+rYizS/Oj64tHex/gpJK8iAF7eskQthxsHHAn0WpQUmKiJeHHL26vj/WVDcwYHeZD/JNPYg8QxaZ4UCaP3zgHr8/w2d++x7Ktx76p9p+fVpOd7mTKyLzo+uLR3seZPtrftmnj/oHVB0+DkhIRDUXKxv1HaPP4mDkmzCbRCy+MPUAMm4nDBvHiV+ZRPCiDLzy2ilv+8lHMg/Ui0dTm4ZUNB7hoynB/VhfNdzza+zjTR/szqLUDbL+SBiUlIoG1JF1TOn5559NqROD08QXdbz7+eOwB4rAZU5DN3/7rDG4/r5xlW6tY8Mt3+exDK3jk3R1sOXgk7v1MDy6r4Eirh8+fNja273i093GKB2UyZmg2H+wYWCfRaqGDEgUT9P+V45F/flrNSaPyKMgNc+T3d74Te4B4bPB3KfjaBRP5wrxSnvpwL3/7eD8//PtmAAZlujhpVB4TinOZUJxLWWEORYMyKMzNIDvdSW1TO396fze/f2cHV88q4WTrzKGovuPU1dc5o7yQJev24/b6Oo+p7+doUFIiohnS8U1dUzvr9tbz5bPHhze4997YPeTisQliSHY6Xz5nPF8+Zzx7a5v5cGctq3fXsenAEf760T6OtkU+i+lfZpdwz8Kp8flOUFdf5cwJhTy5cg8f761ndmnvd5ewAw1KSkQCMWmgntuiROflDQfw+gyXnDQivEEPGrImwuih2Ywems3nZpUA/r/DqsY2dtU0UXO0nZqjbTS3e8nJcHLGhELGFYXso4rmewAEJIDTxxfiEHh3W82ACUoDI99TkoIGo+ObF9fuY+KwXE4cEaFjQA8ash4LIsKwwZnMHVfApdNGcP3ppXz5nPH8+2ml3QNSLN+9qMtO8rLTOKlkCMsrauyW0mtoUFIiYkL+qxw/bD3YyJrddXxmZkmXnmtd+NKXYg8Uj02yiObbTl29zJkTClm3t54jrW67pfQKGpSUiBiNSsctf3h3B5lpDhadMjqy0QsvxB4oHptkEc23nbp6mTPKC/H6TLeTcfsrGpSUiOj03fHJ3tpmXlq3j6tnjSY/Jz2y4dy5sQeLxyZZRPNtp65e5uQx+WSnO1m+bWBM4WlQUiLSmShpcDqeuO+1LTgdwlfOjVB1F2Dv3tiDxWOTLKL5tlNXL5PucnDquALe3VZtt5ReQYOSEhndPHvcsXxbDS+vP8DNZ41nRF6MpqVOZ+wB47FJFtF826krCZxZXsiuw80dR6f3Z+IKSiKyQES2ikiFiHw7zP0MEXnaur9SREqD7t1pXd8qIhfFGlNEyqwxtlljpvfUh3XPKSJrReTl+N8WBXQp6XijodnNN579mHFFOZH3JgUzbFjv2CSLaL7t1JUEzppYBMA7AyBbihmURMQJPAhcDEwGrhWRySFmNwF1xpgJwP3Afdazk4FFwBRgAfCQFSSijXkfcL8xphyos8ZO2EeQttuBzfG9HUowgTUlzZQGPm6vj1uf+oiao2386pqZZKXHkUmsXds7Nskimm87dSWBcYU5jBqSxTufHgdBCZgDVBhjdhhj2oHFwMIQm4XAE9br54DzxF9HuhBYbIxpM8bsBCqs8cKOaT0z3xoDa8wre+gDESkBLgUeie/tUILRWHR84PMZvvfiJ7y7rYYfXjmVk0riPNvo0kt7xyZZRPNtp64kICKcNbGQ97cfxu312S3nmIgnKI0CglcFK61rYW2MMR6gASiI8myk6wVAvTVGqK9EfQD8EvhvIOr/SiJys4isFpHV1dX9/5tGb9HRkNVeGUoS8foMd/51A4tX7eWWc8ezaM6Y+B9+JI7vevHYJItovu3UlSTOKi+isc3Dun5+8F88QSnczrnQz6lINr11PWEfInIZUGWMWRPmfldjYx42xsw2xswuKiqKZX7cEKi609LwgUljq5sv/3kNT6/ey23nlfONC09IbIAktxk6Zo6DNkPBBFoO9fcpvHiCUiUQvIOuBNgfyUZEXEAeUBvl2UjXa4Ah1hihvhL1MQ+4QkR24Z8enC8if47j91UsNBYNXD491MjCB1fw1pYq7r58MndcMDFy54ZIfP/7vWOTLKL5tlNXksjLTmPG6CG808/3K8UTlFYB5VZVXDr+ooIlITZLgOut11cBS43/6/USYJFVOVcGlAMfRhrTemaZNQbWmC/1xIcx5k5jTIkxptQaf6kx5ro43xcFbTM0EHF7fTy4rILLHljOkRY3f/niXL4wr6xng919d+/YJItovu3UlUTOLC9ifWU9dU3tdkvpMTGDkrV+cyvwOv4qtmeMMRtF5B4RucIyexQoEJEK4A7g29azG4FngE3Aa8AtxhhvpDGtsb4F3GGNVWCNnbCPnr4hShAajQYUq3bVcuWDK/jp61u5YMowXvvqWZw6LszhffGS4oasCXMcNGQN5ayJRRgDK7b332xJdL2gK7NnzzarV6+2W0afYMJ3XsHjM/zuulksmDrcbjlKD9lV08T/vrqF1zYeZPjgTP7nisksmBrhOIpE2L8fRo48dptkEc23nbqSiMfrY+YP/sHFU4fzk6ump9S3iKwxxsw+1nG0o4MSB/rFpT+y53Azd/51Axfc/0/e2VbNHRdMZNk3zumdgATw97/3jk2yiObbTl1JxOV0cMaEQt7dVtNvC5T0kD8lIv3zT1qpqDrKQ29X8NK6/ThFuOaU0dw2v5ziwZm962jmzN6xSRbRfNupK8mcNbGIVz85SEXVUcqHRTgLqw+jQUmJiE87OvQbjDG8v+Mwj6/YxT82HyLD5eCG00u5+axxDOvtYBTg0KHesUkW0XzbqSvJnFleCMA722o0KCkDCw1GfZ+Wdi8vrtvH4yt2sfVQI/nZaXzlnPHcOK+MgtyM5Dr3xlFPFI9Nsojm205dSaYkP5txRTm882k1N53Rw8pKG9GgpMREY1PfY1dNE099uIfFq/bS0OLmxBGD+clV07hi+kgy01LUAXt0lAMAE7FJFtF826krBZxVXsTiVXtodXtT9/fQS2hQUmKiGVPfoNXt5bVPDrJ41R4+2FGLQ2DB1OHccHoZp5TmJ7759VhZuTL22kw8Nskimm87daWAsyYW8vh7u1i9q44zrOm8/oIGJUXp42zaf4SnV+3hhbX7ONLqYczQbL550Ql87uQShuclab0oHj7zmd6xSRbRfNupKwXMLSsgzSm8s6263wUlLQlXYqInz6aehmY3f/5gN1f8ZjmXPPAuT324l3NOKObJL87l7W+cwy3nTrA3IAH8/ve9Y5Msovm2U1cKyMlwMXvs0H7ZB08zJUXpI7R5vCzbUs0LaytZtqWadq+PScMHcfflk7lyxijyc9LtltgVbcjapzlzYiE/eW0rVUdae387QBLRTEmJia4pJQ9jDKt31fKdFzYw5963+M8/r2HN7jquO3Usf7v1DF69/Uy+MK+s7wUk0DZDfZyzyv0nHrzbzxq0aqakxERjUu+zo/ooL67dxwvr9rG3toXMNAcXTRnOZ2aO4owJhbic/eD74ne/2zs2ySKabzt1pYjJIwZTmJvOO9uq+dysErvlxE0/+MtXlIHBwYZWHl2+k4UPrmD+z//Jr5dVMHZoDj+/ejqr/98F/GrRTM45obh/BCSAH/2od2ySRTTfdupKEQ6HMG9CISsq+lfLIc2UlJj0pz/ovkZ1YxuvfnKAlz8+wKrdtRgDJ44YzHcumcQV00fZX6xwLNxwQ+/YJItovu3UlUJOG1fAS+v2s726iQnFuXbLiQsNSorSy9Q2tfPaJwd5ef1+PthxGJ+B8uJcvnreRC6bPoLxRf3jwyEmb7wBN9107DbJIppvO3WlkLnW0SQf7DisQUlRjicamt28vukgL68/wIqKGrw+Q1lhDrecO4HLpo3khOH9rwdZTKZO7R2bZBHNt526UkhpQTbFgzJYubOW604da7ecuNCgpMREZ+/CU9/czpubq3h1wwHe2VaN22sYPTSLm88ax6UnjWDKyMGp77KQSurqescmWUTzbaeuFCIizB1XwModhzHG9Iu/Rw1KSlh8Po1E4ag60srrmw7x+icHeX/HYbw+w8i8TG44vZTLpo1kWklev/iH3yu0tPSOTbKI5ttOXSlmbtlQ/vbxfnYdbqasMMduOTHRoKSExRMUlI73jg57a5t5feNBXv3kIB/tqcMYKCvM4eazxrFgyvDjKxAFM35879gki2i+7dSVYgJH3q/ccViDktJ/cXt9Ha+Pt+k7YwwVVUd57ZODvLbxIBv3HwH8+z6+dv5EFkwdTnlx7vEZiIJ5912YNu3YbZJFNN926kox44tyKMzN4IMdh1k0Z4zdcmKiQWmA8/M3tjK9ZAjnTx6W0HOt7oF73kw4fD7Dhn0NvL7RH4h2VDcBMGtsPt+95EQumjKcMQXZNqvsY1xzTe/YJItovu3UlWJEhLllQ1m5s7ZfrCvFtUtPRBaIyFYRqRCRb4e5nyEiT1v3V4pIadC9O63rW0XkolhjikiZNcY2a8z0nvgQkdEiskxENovIRhG5PfG3p//z66UVfPGPqxN+rtUz8DOlxlY3r244wDef/Zg5P3qLhQ+u4Pfv7GBkXhY/uHIqK79zHs9/+XT+46xxGpDC8dBDvWOTLKL5tlOXDcwdN5QDDa3sre37a2kxMyURcQIPAhcAlcAqEVlijNkUZHYTUGeMmSAii4D7gGtEZDKwCJgCjATeFJGJ1jORxrwPuN8Ys1hEfmeN/dse+PAAXzfGfCQig4A1IvKPEN1KBFraB2amtLOmiaVbqli65RAf7qzF7TUMznRx9gnFzJ9UxDkTi/tmn7m+iDZk7TcE1pU+2Hm4z3/BiidTmgNUGGN2GGPagcXAwhCbhcAT1uvngPPEnyMuBBYbY9qMMTuBCmu8sGNaz8y3xsAa88qe+DDGHDDGfARgjGkENgOj4ntbBgaeoHWhRAmevuvPiVK7x8d7FTX84OVNzP/Z25z7s7f5wcubqDrSxo1nlPH0zafy0fcu4NfXzuQzM0s0ICWCNmTtN5QX5zI0J52VO2rtlhKTeNaURgF7g36uBOZGsjHGeESkASiwrn8Q8mwgMIQbswCoN8Z4wtj3xAcA1lTfTGBluF9QRG4GbgYYM6bvLwTGS8sxrAt1CUr9bP6u5mgby7ZUsWxrFe98WsPRNg/pTgenjS/g+tNLmT+pmNFD+/a3xX7BnXf2jk2yiObbTl02ICKcPCafNbsHRlAKtyoW+ikVySbS9XAZWjT7nvjwPySSCzwPfNUYcySMLcaYh4GHAWbPnt2/PoGjcCxTcMcS0FKNMYaN+4+wdEsVb22pYn1lPcbAsMEZXD59BPMnDWPehAKy07Wup1f56U/hO985dptkEc23nbpsYnZpPm9uPkR1YxtFgzLslhOReP6VVgKjg34uAfZHsKkUEReQB9TGeDbc9RpgiIi4rGwp2D5hHyKShj8g/cUY89c4ftcBRfMxBKWGFnfH674YpZvaPKyoqGGplREdOtKGCEwvGcLXzp/I/EnFA7+jgt3827/1jk2yiObbTl02MXtsPgAf7anjoinDbVYTmXiC0iqgXETKgH34iwr+NcRmCXA98D5wFbDUGGNEZAnwpIj8An8RQjnwIf7sptuY1jPLrDEWW2O+1BMf1nrTo8BmY8wvEn1jBgLHEpTqmt2xjVLMnsPNLN1yiKVbq/lg+2HavT4GZbg4c2Ih8ycN45wTiijM7bvfAAccy5bF7rYdj02yiObbTl02MXVUHulOB2t29/OgZK3f3Aq8DjiB/zPGbBSRe4DVxpgl+D/8/yQiFfizl0XWsxtF5BlgE/5quFuMMV6AcGNaLr8FLBaRHwJrrbFJ1IeInAF8HtggIuusMb5jjHmlZ29V/6Op3RPbKAL1Te2dP9iUKrm9PtbsrmOZNS1XUXUUgHGFOfz7aWOZP6mY2aVDSXf1k/OHBhonnNA7Nskimm87ddlEZpqTk0ryWL2rb68rxTXJbn2QvxJy7a6g163A1RGevRe4N54xres78FfnhV5PyIcxZjnh15uOG4629Two1TZ3BqVUthmqbWrnn59W8dbmKt75tJojrR7SnMLcsgKunTOG+ZOK+0WrlOOCxsbesUkW0XzbqctGZo/N57EVu2h1e8lMc9otJyy68juAaW7zT985HYnH5r21LQzKdNHY2vPAFg/GGLYcbLT2DlV19JYrzM3goinDOe/EYs4oLyI3Q/9U+xwalPods8bm8/t3ustWSAAADThJREFUdrBhXwOnlA61W05Y9F/6AKbJypTSe3C89p7aJkoLctiwr6HXOzq0tHt5b3tNRyA60NAKwEmj8rhtfjnzJxVz0qg8HD0IpkoKmTSpd2ySRTTfduqykVlWscPqXXUalJTUc6TVX6yQmZZYUGpp97Kjuokrpo/0B6Ve0HKgoYU3N1exdPMh3tt+mDaPj+x0J2eWF/LV88s594Riigf346PBj0eWLoUpU47dJllE822nLhspyM1gXGGOtV+pb3ZK16A0gKk+2gaQ8P6cNbvr8PgMp5QN5a9r9/XIt89n+GR/A29uruKtzYc6Om2PGZrNtXPGcN6JxcwpG0qGq2/OaytxcN11vWOTLKL5tlOXzcwa69+v1Febs2pQGsBUH/EHJXeC7YZeWLuPnHQnc8v86X2803dur4/lFTW8sfEQS7cc4tCRNhwCJ4/J51sLJnHB5GLGF+mRDwOGX/86dg+5eGySRTTfduqymdml+Ty7ppLt1U1MKM61W043NCgNYCrr/B2BPQmcIrvl4BFeXLeP6+aOISeO4gKP18cHO2p5ef1+Xtt4kPpmNznpTs6aWMT5Jw7j3EnFDNV+cgMTbcjaL5k11v9lc83u2j4ZlHSDxwDFGMPmg/4ps3gzpb21zXzxidXkZ6dx+/kTCSQ03jCp0oGGFu7/x6fMu28p1z26kr99vJ9zJhbxyL/P5qO7LuC3183ic7NKNCANZLQha79kfFEO+dlprN5VZ7eUsGimNED5uLKBxlYPhbnpNLVF7+zg8xn+tn4//7NkI16f4U83zWVoTnpHq6H2oLOV9te38Oul23hmdSU+Yzh7YhH/c/lozp1U3Gf3PShJ4r//u3dskkU033bqshkRYdbYfNbs7ptBSTOlAYjXZ/jVm5+Sne7kwinD8fgiZ0ordxzmMw+t4PbF6xg5JIslt57B9NFDAMiwOiW0efxB7bk1lVzwi3/y/Br/9N473zyXx78wh4tPGqEB6XjkV7/qHZtkEc23nbr6ALPGDmVHTROHrWKovoRmSgMEYwzbq4/y1uYqXli7jy0HG/n+FVM4fLQNt9d0q7TZUX2U/311C29sOsTwwZn87OrpfGbmqC4bbQP7m9rcPh5+Zzs/emULp44byk+vmq5HPyhwddgGK4nbJItovu3U1QeYU2btV+qDffA0KPVj2jxePtxZy1ub/ZtQ99Q2AzB5xGB+868zuWzaSB54axvgL3ZIcwr1ze388s1t/PmD3WSmOfnmRSdw47wystK7ZzoOh5DudPDutmrW7q3n0pNG8KtFM3D1YDOuMgBZsQLGjTt2m2QRzbeduvoAJ40aQobLwYc7azUoKcdGdWMby7ZWsXRzFe9uq6ap3UuGy8EZEwr50tnjOPeEYkYOyeqwdzn9mY/Ha3hvezVff2YdtU3tLJozhjsumBizq3a6y8FHe+opyc/ip1dP04CkdFJW1js2ySKabzt19QHSXQ5mjhnCqj7YnFWDUh8n9AC7j/fWAzAiL5MrZ47ivBOLOW1cYdhMBzqn4J77qJK7X/qE8uJB/PHGuUweOTgu/4Gmrl86e7wekqd0pS2O9Yh4bJJFNN926uojzCkdym+WVXC0zdOnekv2HSVKBy3tXlZU1PDWliqWbani4JFWRGDG6CF848KJzJ80jBNHDIprE2qaFZS+9+InnDpuKP93wykJBZepowbzyb4jXHVySY9/H2WAcvhw79gki2i+7dTVR5hTVoBvaQUf7a7jrIlFdsvpQINSH2FffYu/QWlQb7jcDBdnHeMBdsMGdz7zwLUzE852Hvn3U2j3+CJmYspxzEkn9Y5Nsojm205dfYSZY4bgdAgf7qzVoKT49watq6znrc2HeGtzFVsO+lvpjxmazb/OHcN5k4Yxp+zYD7CbNXYoE4pz+co54ykelHjD0+F52iRVicDrr8OJJx67TbKI5ttOXX2EnAwXU0fl8eHOvrWuJKa3zyXo58yePdusXr06KWO3uv1HNryx8RBvbq6i5mgbTodwSmk+8ycVM3/SMMYX5WhvOKV/0NAAeXnHbpMsovm2U1cf4t6/b+KJ93ez/u4Lj3mvoYisMcbMPlZNWkqVZHw+w4qKGr729DpO/sE/uPHx1by8/gCnjhvKrxbN4KP/dwGLbz6Nm88az4RibVaq9CN082y/Z05ZAe0eH+srG+yW0oFmSiH0VqbU3O5h8Yd7eXT5TvbV+09xvWzaSBZMHc6p4/TIBkVR7Ke+uZ2ZP/gHt80v52sXTDymsTRT6qP4fIZnV+/lzPuWcc/Lmxg1JIvf/OtMVn33fH782ZM4e2KRBiRlYKANWfs9Q7LTmTUmn7e2HLJbSgdxBSURWSAiW0WkQkS+HeZ+hog8bd1fKSKlQffutK5vFZGLYo0pImXWGNusMdN720eyaGhxc9MTq/jmc+spLczh+S+fxjP/eRqXTRupveGUgcc3vtE7Nskimm87dfUxzp88jE/2HeFAQ4vdUoA4gpKIOIEHgYuBycC1IjI5xOwmoM4YMwG4H7jPenYysAiYAiwAHhIRZ4wx7wPuN8aUA3XW2L3to9epb27nX373Pu9uq+H7V0zh2S+d1nFuiaIMSB58sHdskkU033bq6mOcf+IwAF7++IDNSvzEkynNASqMMTuMMe3AYmBhiM1C4Anr9XPAeeJfsV8ILDbGtBljdgIV1nhhx7SemW+NgTXmlb3pI763JTHaPT5ueGwV/7+9swuxqori+O+f+REpOaMZMkoq+ZAPUVIpGSIRRhaB0MNA0GCB0AcUPZQhFEUE9RDRQ4ikQdGXUdEghA2l9KSm+TlZOpaQjDSYadlT1uphr+EexntnrtOZuefes35wOHuv2R9n/5l99tn77LPuz6f/4u01t9B12zwuuyw2LAQtzurV+aQZK4aru5HXVTCumzWVJfPbeXNHH/1nGz9bquc7pQ7gl0z8JLCkVhozuyDpHDDD7TuH5O3wcLUyZwBnzexClfR51XERktYCaz16XtJvwOlqaUdi+cujyVVYZjJKHVqQ0KJCaJFoOR06nh911pnAtXlcQz2DUrVH/qFb9mqlqWWvNkMbLn2edVxsNNsIbByMS9qTxy6SZid0qBBaVAgtEqFDBddiXh5l1bN8dxKYm4nPAfprpZF0OXAVcGaYvLXsp4HpXsbQuvKqIwiCICgo9QxK3wILfVfcJNKmgu4habqBLg/fD3xt6QOobqDTd87NBxYCu2uV6Xm2exl4mZ/nWUd9sgRBEASNYMTlO39/8ziwDZgAbDazXkkvAnvMrBvYBLwrqY80e+n0vL2StgDfAxeAx8zsH4BqZXqVzwAfSnoJ2Odlk3MdI7Fx5CSlIHSoEFpUCC0SoUOF3LQIjw5BEARBYQiPDkEQBEFhiEEpCIIgKAwxKGUYb7dEjUDSZkkDkg5nbO2Sety1U4+kNrdL0huux0FJizN5ujz9MUld1eoqMpLmStou6YikXklPuL2MWkyRtFvSAdfiBbfn5vKrmXCPMPskbfV4WXU4IemQpP2S9rht7PuHmcWR3qtNAI4DC4BJwAFgUaOvawzauRxYDBzO2F4F1nl4HfCKh1cBX5C+BVsK7HJ7O/CTn9s83Nbotl2iDrOBxR6eBhwluaMqoxYCpnp4IrDL27gF6HT7BuARDz8KbPBwJ/CRhxd5v5kMzPf+NKHR7RuFHk8B7wNbPV5WHU4AM4fYxrx/xEypwri5JWokZvYNafdilqwLp6Gund6xxE7SN2SzgbuAHjM7Y2a/Az0kv4NNg5mdMrPvPPwncITkCaSMWpiZnffoRD+M/Fx+NQ2S5gD3AG95PE/XZ63AmPePGJQqVHOn1FEjbatxjZmdgnSzBma5vZYmLaWVL7vcRJohlFILX7LaDwyQbhzHqdPlF5B1+dXsWrwOPA386/G6XZ/RWjpAejD5UtJeJVdsMA79ox43Q2WhHndKZeNSXTs1HZKmAp8AT5rZH6r9y78trYWlb/tulDQd+Ay4vloyP7ekFpLuBQbMbK+kFYPmKklbWocMy8ysX9IsoEfSD8OkzU2LmClVKLNbol99qo2fB9ze0i6cJE0kDUjvmdmnbi6lFoOY2VlgB+m9QF4uv5qFZcB9kk6Qlu/vIM2cyqYDAGbW7+cB0oPKrYxD/4hBqUKZ3RJlXTgNde30oO+sWQqc8yn7NmClpDbffbPSbU2Dr/1vAo6Y2WuZP5VRi6t9hoSkK4A7Se/Y8nL51RSY2bNmNseSY9FOUrseoGQ6AEi6UtK0wTDp//ow49E/Gr3Do0gHaQfJUdJ6+vpGX88YtfED4BTwN+kp5mHSOvhXwDE/t3takX4o8ThwCLg5U85DpBe4fcCaRrdrFDrcTlpGOAjs92NVSbW4geTS66DfeJ5z+wLSzbQP+BiY7PYpHu/zvy/IlLXeNfoRuLvRbfsfmqygsvuudDp4mw/40Tt4PxyP/hFuhoIgCILCEMt3QRAEQWGIQSkIgiAoDDEoBUEQBIUhBqUgCIKgMMSgFARBEBSGGJSCIAiCwhCDUhAEQVAY/gPmeVDqnLxQNAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# zfit.run.numeric_checks = False \n", + "\n", + "fitting_range = 'cut'\n", + "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\n", + "cut_BR = 1.0 - (6.02e-5 + 4.97e-6)/total_BR\n", + "\n", + "Ctt_list = []\n", + "Ctt_error_list = []\n", + "\n", + "nr_of_toys = 10\n", + "if fitting_range == 'cut':\n", + " nevents = int(pdg[\"number_of_decays\"]*cut_BR)\n", + "else:\n", + " nevents = int(pdg[\"number_of_decays\"])\n", + "# nevents = pdg[\"number_of_decays\"]\n", + "event_stack = 1000000\n", + "nevents *= 41\n", + "# zfit.settings.set_verbosity(10)\n", + "calls = int(nevents/event_stack + 1)\n", + "\n", + "total_samp = []\n", + "\n", + "start = time.time()\n", + "\n", + "sampler = total_f.create_sampler(n=event_stack)\n", + "\n", + "for toy in range(nr_of_toys):\n", + " \n", + " ### Generate data\n", + " \n", + "# clear_output(wait=True)\n", + " \n", + " print(\"Toy {}: Generating data...\".format(toy))\n", + " \n", + " dirName = 'data/zfit_toys/toy_{0}'.format(toy)\n", + " \n", + " if not os.path.exists(dirName):\n", + " os.mkdir(dirName)\n", + " print(\"Directory \" , dirName , \" Created \")\n", + " \n", + " reset_param_values()\n", + " \n", + " if fitting_range == 'cut':\n", + " \n", + " sampler.resample(n=nevents)\n", + " s = sampler.unstack_x()\n", + " sam = zfit.run(s)\n", + " calls = 0\n", + " c = 1\n", + " \n", + " else: \n", + " for call in range(calls):\n", + "\n", + " sampler.resample(n=event_stack)\n", + " s = sampler.unstack_x()\n", + " sam = zfit.run(s)\n", + "\n", + " c = call + 1\n", + "\n", + " with open(\"data/zfit_toys/toy_{0}/{1}.pkl\".format(toy, call), \"wb\") as f:\n", + " pkl.dump(sam, f, pkl.HIGHEST_PROTOCOL)\n", + " \n", + " print(\"Toy {}: Data generation finished\".format(toy))\n", + " \n", + " ### Load data\n", + " \n", + " print(\"Toy {}: Loading data...\".format(toy))\n", + " \n", + " if fitting_range == 'cut':\n", + " \n", + " total_samp = sam\n", + " \n", + " else:\n", + " \n", + " for call in range(calls):\n", + " with open(r\"data/zfit_toys/toy_0/{}.pkl\".format(call), \"rb\") as input_file:\n", + " sam = pkl.load(input_file)\n", + " total_samp = np.append(total_samp, sam)\n", + "\n", + " total_samp = total_samp.astype('float64')\n", + " \n", + " if fitting_range == 'full':\n", + "\n", + " data = zfit.data.Data.from_numpy(array=total_samp[:int(nevents)], obs=obs)\n", + " \n", + " print(\"Toy {}: Loading data finished\".format(toy))\n", + "\n", + " ### Fit data\n", + "\n", + " print(\"Toy {}: Fitting pdf...\".format(toy))\n", + "\n", + " for param in total_f.get_dependents():\n", + " param.randomize()\n", + "\n", + " nll = zfit.loss.UnbinnedNLL(model=total_f, data=data, fit_range = (x_min, x_max), constraints = constraints)\n", + "\n", + " minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5)\n", + " # minimizer._use_tfgrad = False\n", + " result = minimizer.minimize(nll)\n", + "\n", + " print(\"Toy {}: Fitting finished\".format(toy))\n", + "\n", + " print(\"Function minimum:\", result.fmin)\n", + " print(\"Hesse errors:\", result.hesse())\n", + "\n", + " params = result.params\n", + " Ctt_list.append(params[Ctt]['value'])\n", + " Ctt_error_list.append(params[Ctt]['minuit_hesse']['error'])\n", + "\n", + " #plotting the result\n", + "\n", + " plotdirName = 'data/plots'.format(toy)\n", + "\n", + " if not os.path.exists(plotdirName):\n", + " os.mkdir(plotdirName)\n", + "# print(\"Directory \" , dirName , \" Created \")\n", + " \n", + " probs = total_f.pdf(test_q, norm_range=False)\n", + " calcs_test = zfit.run(probs)\n", + " plt.clf()\n", + " plt.plot(test_q, calcs_test, label = 'pdf')\n", + " plt.legend()\n", + " plt.ylim(0.0, 6e-6)\n", + " plt.savefig(plotdirName + '/toy_fit_full_range{}.png'.format(toy))\n", + "\n", + " print(\"Toy {0}/{1}\".format(toy+1, nr_of_toys))\n", + " print(\"Time taken: {}\".format(display_time(int(time.time() - start))))\n", + " print(\"Projected time left: {}\".format(display_time(int((time.time() - start)/(c+calls*(toy))*((nr_of_toys-toy)*calls-c)))))\n", + " \n", + " if fitting_range == 'cut':\n", + " \n", + " _1 = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 60.)))\n", + " \n", + " tot_sam_1 = total_samp[_1]\n", + " \n", + " _2 = np.where((total_samp >= (jpsi_mass + 70.)) & (total_samp <= (psi2s_mass - 50.)))\n", + " \n", + " tot_sam_2 = total_samp[_2]\n", + "\n", + " _3 = np.where((total_samp >= (psi2s_mass + 50.)) & (total_samp <= x_max))\n", + " \n", + " tot_sam_3 = total_samp[_3]\n", + "\n", + " tot_sam = np.append(tot_sam_1, tot_sam_2)\n", + " tot_sam = np.append(tot_sam, tot_sam_3)\n", + " \n", + " data = zfit.data.Data.from_numpy(array=tot_sam[:int(nevents)], obs=obs_fit)\n", + " \n", + " print(\"Toy {}: Loading data finished\".format(toy))\n", + " \n", + " ### Fit data\n", + "\n", + " print(\"Toy {}: Fitting pdf...\".format(toy))\n", + "\n", + " for param in total_f_fit.get_dependents():\n", + " param.randomize()\n", + "\n", + " nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints)\n", + "\n", + " minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5)\n", + " # minimizer._use_tfgrad = False\n", + " result = minimizer.minimize(nll)\n", + "\n", + " print(\"Function minimum:\", result.fmin)\n", + " print(\"Hesse errors:\", result.hesse())\n", + "\n", + " params = result.params\n", + " \n", + " if result.converged:\n", + " Ctt_list.append(params[Ctt]['value'])\n", + " Ctt_error_list.append(params[Ctt]['minuit_hesse']['error'])\n", + "\n", + " #plotting the result\n", + "\n", + " plotdirName = 'data/plots'.format(toy)\n", + "\n", + " if not os.path.exists(plotdirName):\n", + " os.mkdir(plotdirName)\n", + " # print(\"Directory \" , dirName , \" Created \")\n", + " \n", + " plt.clf()\n", + " plt.hist(tot_sam, bins = int((x_max-x_min)/7.), label = 'toy data')\n", + " plt.savefig(plotdirName + '/toy_histo_cut_region{}.png'.format(toy))\n", + "\n", + " \n", + " probs = total_f_fit.pdf(test_q, norm_range=False)\n", + " calcs_test = zfit.run(probs)\n", + " plt.clf()\n", + " plt.plot(test_q, calcs_test, label = 'pdf')\n", + " plt.axvline(x=jpsi_mass-60.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=jpsi_mass+70.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=psi2s_mass-50.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=psi2s_mass+50.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.legend()\n", + " plt.ylim(0.0, 1.5e-6)\n", + " plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy))\n", + " \n", + " print(\"Toy {0}/{1}\".format(toy+1, nr_of_toys))\n", + " print(\"Time taken: {}\".format(display_time(int(time.time() - start))))\n", + " print(\"Projected time left: {}\".format(display_time(int((time.time() - start)/(toy+1))*((nr_of_toys-toy-1)))))\n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [], + "source": [ + "with open(\"data/results/Ctt_list.pkl\", \"wb\") as f:\n", + " pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL)\n", + "with open(\"data/results/Ctt_error_list.pkl\", \"wb\") as f:\n", + " pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "9/10 fits converged\n", + "Mean Ctt value = 0.4273973892545019\n", + "Mean Ctt error = 0.13801002900535617\n", + "95 Sensitivy = 0.0003199857041817954\n" + ] + } + ], + "source": [ + "print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys))\n", + "print('Mean Ctt value = {}'.format(np.mean(Ctt_list)))\n", + "print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list)))\n", + "print('95 Sensitivy = {}'.format(((2*np.mean(Ctt_error_list))**2)*4.2/1000))" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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eQd0AkKTH60QYeABYktoZWxgkuTjJ3Un2J9k+rveRJLU3ljBIcgLwj8AlwHnAVUnOG8d7DeKWgCStz7i2DC4A9lfVfVX1v8DHgCvG9F6SNJOmacV1XF86OwP4Tt/9g8Cv9s+QZBuwrbn7gyQPAt8bUz2z5lTsi1X2Rc9j/ZC/mXAla9iE+jr1f6Jlfz1nRGWMLQwyoK0ed6dqB7DjsScky1W1NKZ6Zop9cYR90WM/HGFfHJFkeVSvNa7dRAeBs/runwncP6b3kiS1NK4w+A/g3CRnJ3kycCVw05jeS5LU0lh2E1XVI0neCHwOOAG4tqruXONpO9Z4fJ7YF0fYFz32wxH2xREj64tU1dpzSZI6rRPfQJYktWMYSJKmIwy6fumKJNcmOZxkX1/bKUl2Jbmnud3StCfJ3zd9sTfJ+X3PubqZ/54kV09iWdpKclaSLya5K8mdSd7UtM9dfyR5SpKvJrm96Yu/bNrPTvKVZrluaE7CIMlJzf39zeOLfa/1tqb97iQvn8wStZPkhCRfT/LZ5v689sOBJHck2bN66uimfD6qaqJ/9A4w3wucAzwZuB04b9J1jXgZXwScD+zra3snsL2Z3g78TTN9KfAv9L6r8XzgK037KcB9ze2WZnrLpJdtA31xOnB+M/104Jv0Llkyd/3RLNPTmuknAV9plvHjwJVN+/uBP2qmXw+8v5m+ErihmT6v+dycBJzdfJ5OmPTybaA/3gp8FPhsc39e++EAcOpRbWP/fEzDlkHnL11RVbcCDx3VfAVwXTN9HfDKvvYPV89twMlJTgdeDuyqqoeq6r+AXcDF469+tKrqUFV9rZn+H+Auet9Yn7v+aJbpB83dJzV/BbwE+GTTfnRfrPbRJ4GXJknT/rGq+nFVfQvYT+9zNTOSnAlcBvxzcz/MYT8cx9g/H9MQBoMuXXHGhGrZTM+sqkPQGyCB05r2Y/VH5/qp2bx/Hr014rnsj2bXyB7gML0P7L3A96vqkWaW/uV6bJmbxx8GnkE3+uLvgD8BftLcfwbz2Q/QWyH4fJLd6V22Bzbh8zGuy1Gsx5qXrpgzx+qPTvVTkqcBNwJvrqr/7q3YDZ51QFtn+qOqHgW2JjkZ+DTwC4Nma2472RdJXgEcrqrdSS5cbR4wa6f7oc8Lqur+JKcBu5J84zjzjqwvpmHLYF4vXfFAszlHc3u4aT9Wf3Smn5I8iV4QfKSqPtU0z21/AFTV94F/o7ff9+Qkqytq/cv12DI3j/8cvd2Ps94XLwAuT3KA3m7il9DbUpi3fgCgqu5vbg/TW0G4gE34fExDGMzrpStuAlaP8F8NfKav/dXNWQLPBx5uNgs/B7wsyZbmTIKXNW0zpdm3+0Hgrqp6T99Dc9cfSRaaLQKS/DTw6/SOoXwR+M1mtqP7YrWPfhP4QvWOFt4EXNmcZXM2cC7w1c1Zivaq6m1VdWZVLdL7/H+hqn6HOesHgCRPTfL01Wl6/6/3sRmfj0kfOe87Iv5NevtL3z7pesawfNcDh4D/o5fYr6W3j/MW4J7m9pRm3tD7YaB7gTuApb7XeQ29g2L7gd+f9HJtsC9+jd7m6l5gT/N36Tz2B/Bc4OtNX+wD3tG0n0NvENsPfAI4qWl/SnN/f/P4OX2v9famj+4GLpn0srXokws5cjbR3PVDs8y3N393ro6Hm/H58HIUkqSp2E0kSZoww0CSZBhIkgwDSRKGgSQJw0CShGEgSQL+HwvJLWyYw7gGAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "(36668,)" + ] + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "plt.hist(tot_sam, bins = int((x_max-x_min)/7.))\n", + "\n", + "plt.show()\n", + "\n", + "# _ = np.where((total_samp >= x_min) & (total_samp <= (jpsi_mass - 50.)))\n", + "\n", + "tot_sam.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "# sample from original values" + ] + } + ], + "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, + 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a/data/results/Ctt_list.pkl +++ b/data/results/Ctt_list.pkl Binary files differ diff --git a/pdg_const.py b/pdg_const.py index 6fa2347..c5cbc72 100644 --- a/pdg_const.py +++ b/pdg_const.py @@ -92,30 +92,102 @@ # "p4415": (4421.0, 62.0, -2.52, 1.0), - # after scaling + # after scaling (Phase combination --) - "rho": (743.2, 149.0, -0.22, 1.05), +# "rho": (743.2, 149.0, -0.22, 1.05), - "omega": (782.7, 8.5, 0.38, 6.8), +# "omega": (782.7, 8.5, 0.38, 6.8), - "phi": (1013.5, 4.25, 0.62, 19.2), +# "phi": (1013.5, 4.25, 0.62, 19.2), - "jpsi": (3096.1, 0.09, 1.63, 9897.0), +# "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), + + # Phase combination of paper ++ + +# "rho": (743.2, 149.0, -0.35, 1.05), + +# "omega": (782.7, 8.5, 0.26, 6.8), + +# "phi": (1013.5, 4.25, 0.47, 19.2), + +# "jpsi": (3096.1, 0.09, -1.66, 9897.0), +# "jpsi_auc": 0.2126825758464027, +# "jpsi_phase_unc": 0.05, + +# "psi2s": (3686.0, 0.3, -1.93, 1396.0), +# "psi2s_auc": 0.0151332263, +# "psi2s_phase_unc": 0.1, + +# "p3770": (3773.0, 27.2, -2.13, 2.5), + +# "p4040": (4039.0, 80.0, -2.52, 1.01), + +# "p4160": (4191.0, 70.0, -1.90, 2.2), + +# "p4415": (4421.0, 62.0, -2.52, 1.24), + + # Phase combination of paper +- + + "rho": (743.2, 149.0, -0.26, 1.05), + + "omega": (782.7, 8.5, 0.35, 6.8), + + "phi": (1013.5, 4.25, 0.58, 19.2), + + "jpsi": (3096.1, 0.09, 1.47, 9897.0), "jpsi_auc": 0.2126825758464027, "jpsi_phase_unc": 0.05, - "psi2s": (3686.0, 0.3, 1.8, 1396.0), + "psi2s": (3686.0, 0.3, -2.21, 1396.0), "psi2s_auc": 0.0151332263, "psi2s_phase_unc": 0.1, - "p3770": (3773.0, 27.2, -2.95, 2.5), + "p3770": (3773.0, 27.2, -2.140, 2.5), - "p4040": (4039.0, 80.0, -2.75, 1.01), + "p4040": (4039.0, 80.0, -2.64, 1.01), - "p4160": (4191.0, 70.0, -2.28, 2.2), + "p4160": (4191.0, 70.0, -2.11, 2.2), - "p4415": (4421.0, 62.0, -2.31, 1.24), + "p4415": (4421.0, 62.0, -2.42, 1.24), + + # Phase combination of paper -+ + +# "rho": (743.2, 149.0, -0.30, 1.05), + +# "omega": (782.7, 8.5, 0.30, 6.8), + +# "phi": (1013.5, 4.25, 0.51, 19.2), + +# "jpsi": (3096.1, 0.09, -1.5, 9897.0), +# "jpsi_auc": 0.2126825758464027, +# "jpsi_phase_unc": 0.05, + +# "psi2s": (3686.0, 0.3, 2.08, 1396.0), +# "psi2s_auc": 0.0151332263, +# "psi2s_phase_unc": 0.1, + +# "p3770": (3773.0, 27.2, -2.89, 2.5), + +# "p4040": (4039.0, 80.0, -2.69, 1.01), + +# "p4160": (4191.0, 70.0, -2.13, 2.2), + +# "p4415": (4421.0, 62.0, -2.43, 1.24), # zeroing resonances diff --git a/raremodel-nb.ipynb b/raremodel-nb.ipynb index 4935d98..71989b2 100644 --- a/raremodel-nb.ipynb +++ b/raremodel-nb.ipynb @@ -337,7 +337,7 @@ "metadata": {}, "outputs": [], "source": [ - "class total_pdf(zfit.pdf.ZPDF):\n", + "class total_pdf_cut(zfit.pdf.ZPDF):\n", " _N_OBS = 1 # dimension, can be omitted\n", " _PARAMS = ['b0_0', 'b0_1', 'b0_2', \n", " 'bplus_0', 'bplus_1', 'bplus_2', \n", @@ -433,6 +433,104 @@ " \n", " tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot)\n", " \n", + " return tot\n", + " \n", + "class total_pdf_full(zfit.pdf.ZPDF):\n", + " _N_OBS = 1 # dimension, can be omitted\n", + " _PARAMS = ['b0_0', 'b0_1', 'b0_2', \n", + " 'bplus_0', 'bplus_1', 'bplus_2', \n", + " 'bT_0', 'bT_1', 'bT_2', \n", + " 'rho_mass', 'rho_scale', 'rho_phase', 'rho_width',\n", + " 'jpsi_mass', 'jpsi_scale', 'jpsi_phase', 'jpsi_width',\n", + " 'psi2s_mass', 'psi2s_scale', 'psi2s_phase', 'psi2s_width',\n", + " 'p3770_mass', 'p3770_scale', 'p3770_phase', 'p3770_width',\n", + " 'p4040_mass', 'p4040_scale', 'p4040_phase', 'p4040_width',\n", + " 'p4160_mass', 'p4160_scale', 'p4160_phase', 'p4160_width',\n", + " 'p4415_mass', 'p4415_scale', 'p4415_phase', 'p4415_width',\n", + " 'omega_mass', 'omega_scale', 'omega_phase', 'omega_width',\n", + " 'phi_mass', 'phi_scale', 'phi_phase', 'phi_width',\n", + " 'Dbar_mass', 'Dbar_scale', 'Dbar_phase',\n", + " 'Dstar_mass', 'DDstar_scale', 'DDstar_phase', 'D_mass',\n", + " 'tau_mass', 'C_tt']\n", + "# the name of the parameters\n", + "\n", + " def _unnormalized_pdf(self, x):\n", + " \n", + " x = x.unstack_x()\n", + " \n", + " b0 = [self.params['b0_0'], self.params['b0_1'], self.params['b0_2']]\n", + " bplus = [self.params['bplus_0'], self.params['bplus_1'], self.params['bplus_2']]\n", + " bT = [self.params['bT_0'], self.params['bT_1'], self.params['bT_2']]\n", + " \n", + " def rho_res(q):\n", + " return resonance(q, _mass = self.params['rho_mass'], scale = self.params['rho_scale'],\n", + " phase = self.params['rho_phase'], width = self.params['rho_width'])\n", + " \n", + " def omega_res(q):\n", + " return resonance(q, _mass = self.params['omega_mass'], scale = self.params['omega_scale'],\n", + " phase = self.params['omega_phase'], width = self.params['omega_width'])\n", + " \n", + " def phi_res(q):\n", + " return resonance(q, _mass = self.params['phi_mass'], scale = self.params['phi_scale'],\n", + " phase = self.params['phi_phase'], width = self.params['phi_width'])\n", + "\n", + " def jpsi_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['jpsi_mass'], 2)) * resonance(q, _mass = self.params['jpsi_mass'], \n", + " scale = self.params['jpsi_scale'],\n", + " phase = self.params['jpsi_phase'], \n", + " width = self.params['jpsi_width'])\n", + " def psi2s_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['psi2s_mass'], 2)) * resonance(q, _mass = self.params['psi2s_mass'], \n", + " scale = self.params['psi2s_scale'],\n", + " phase = self.params['psi2s_phase'], \n", + " width = self.params['psi2s_width'])\n", + " def p3770_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p3770_mass'], 2)) * resonance(q, _mass = self.params['p3770_mass'], \n", + " scale = self.params['p3770_scale'],\n", + " phase = self.params['p3770_phase'], \n", + " width = self.params['p3770_width'])\n", + " \n", + " def p4040_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4040_mass'], 2)) * resonance(q, _mass = self.params['p4040_mass'], \n", + " scale = self.params['p4040_scale'],\n", + " phase = self.params['p4040_phase'], \n", + " width = self.params['p4040_width'])\n", + " \n", + " def p4160_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4160_mass'], 2)) * resonance(q, _mass = self.params['p4160_mass'], \n", + " scale = self.params['p4160_scale'],\n", + " phase = self.params['p4160_phase'], \n", + " width = self.params['p4160_width'])\n", + " \n", + " def p4415_res(q):\n", + " return ztf.to_complex(tf.pow(q, 2) / tf.pow(self.params['p4415_mass'], 2)) * resonance(q, _mass = self.params['p4415_mass'], \n", + " scale = self.params['p4415_scale'],\n", + " phase = self.params['p4415_phase'], \n", + " width = self.params['p4415_width'])\n", + " \n", + " def P2_D(q):\n", + " 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))\n", + " 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)))\n", + " return Dbar_contrib + DDstar_contrib\n", + " \n", + " def ttau_cusp(q):\n", + " 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)))\n", + " \n", + "\n", + " 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)\n", + "\n", + " vec_f = vec(x, funcs, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " axiv_nr = axiv_nonres(x, b0_0, b0_1, b0_2, bplus_0, bplus_1, bplus_2, bT_0, bT_1, bT_2)\n", + "\n", + " tot = vec_f + axiv_nr\n", + " \n", + " #Cut out jpsi and psi2s\n", + " \n", + "# tot = tf.where(tf.math.logical_or(x < ztf.constant(jpsi_mass-60.), x > ztf.constant(jpsi_mass+70.)), tot, 0.0*tot)\n", + " \n", + "# tot = tf.where(tf.math.logical_or(x < ztf.constant(psi2s_mass-50.), x > ztf.constant(psi2s_mass+50.)), tot, 0.0*tot)\n", + " \n", " return tot" ] }, @@ -655,7 +753,7 @@ "metadata": {}, "outputs": [], "source": [ - "total_f = total_pdf(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", + "total_f = total_pdf_cut(obs=obs_toy, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", " psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w,\n", " p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w,\n", " p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w,\n", @@ -670,7 +768,7 @@ " bplus_0 = bplus_0, bplus_1 = bplus_1, bplus_2 = bplus_2,\n", " bT_0 = bT_0, bT_1 = bT_1, bT_2 = bT_2)\n", "\n", - "total_f_fit = total_pdf(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", + "total_f_fit = total_pdf_full(obs=obs_fit, jpsi_mass = jpsi_m, jpsi_scale = jpsi_s, jpsi_phase = jpsi_p, jpsi_width = jpsi_w,\n", " psi2s_mass = psi2s_m, psi2s_scale = psi2s_s, psi2s_phase = psi2s_p, psi2s_width = psi2s_w,\n", " p3770_mass = p3770_m, p3770_scale = p3770_s, p3770_phase = p3770_p, p3770_width = p3770_w,\n", " p4040_mass = p4040_m, p4040_scale = p4040_s, p4040_phase = p4040_p, p4040_width = p4040_w,\n", @@ -754,7 +852,7 @@ "\n", "test_q = np.linspace(x_min, x_max, int(2e6))\n", "\n", - "probs = total_f.pdf(test_q, norm_range=False)\n", + "probs = total_f_fit.pdf(test_q, norm_range=False)\n", "\n", "calcs_test = zfit.run(probs)\n", "# res_y = zfit.run(jpsi_res(test_q))\n", @@ -783,7 +881,7 @@ }, { "data": { - "image/png": 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\n", 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\n", 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" ] @@ -803,7 +901,7 @@ "# plt.plot(test_q, fplus_y, label = '+')\n", "# plt.plot(test_q, res_y, label = 'res')\n", "plt.legend()\n", - "# plt.ylim(0.0, 1.5e-6)\n", + "plt.ylim(0.0, 1.5e-6)\n", "# plt.yscale('log')\n", "# plt.xlim(770, 785)\n", "plt.savefig('test.png')\n", @@ -1568,183 +1666,171 @@ "Toy 0: Loading data finished\n", "Toy 0: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=339 (339 total) |\n", - "| EDM = 4.18E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1266 (1266 total) |\n", + "| EDM = 0.00226 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| True | True | False | False |\n", + "| False | True | True | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", + "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297282.7780193165\n", + "Function minimum: 297802.6007923239\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.75 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.29 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -1.03 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.3 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 19.1 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 1.99 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.715 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.05 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.62 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.65 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 0.46 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.7 | 1.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.006 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.010 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.00 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.25 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.481 | 0.019 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.96 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 2.134 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.12 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.0 | 0.4 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -0.43 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 5.0 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.33 | 0.28 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 0.45 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -2.10 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.77 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 5.75 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -2.7 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -4.76 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 15.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | 3.02 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.021 | 0.636 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.54 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.228 -0.003 0.005 0.016 -0.013 -0.135 0.017 0.029 -0.178 -0.084 0.346 0.128 0.022 0.001 -0.001 0.001 -0.495 0.001 0.000 -0.005 0.018 0.048 0.094 |\n", - "| p4415_p | -0.228 1.000 -0.037 0.002 0.046 -0.031 -0.115 -0.020 0.210 0.078 -0.086 -0.027 -0.109 0.015 -0.000 0.003 0.015 0.298 0.000 -0.001 0.002 0.022 -0.097 -0.109 |\n", - "| Dbar_p | -0.003 -0.037 1.000 0.006 -0.002 -0.008 -0.065 0.214 -0.064 -0.072 -0.029 -0.218 0.022 0.035 -0.001 0.002 0.003 0.036 -0.001 -0.003 0.008 0.036 0.129 0.064 |\n", - "| omega_p | 0.005 0.002 0.006 1.000 -0.097 0.102 0.007 -0.046 0.026 0.000 0.005 0.005 0.003 0.109 0.904 0.000 0.000 -0.004 0.060 0.000 -0.000 0.030 -0.017 -0.008 |\n", - "| rho_p | 0.016 0.046 -0.002 -0.097 1.000 0.050 0.044 -0.076 0.197 0.029 -0.030 0.079 -0.004 0.088 0.046 0.000 -0.000 0.008 0.035 0.000 -0.001 -0.093 0.073 -0.005 |\n", - "| phi_s | -0.013 -0.031 -0.008 0.102 0.050 1.000 -0.033 0.024 -0.121 -0.023 0.007 -0.050 -0.003 -0.008 0.112 0.000 0.000 -0.009 0.362 0.000 0.000 -0.032 0.031 -0.007 |\n", - "| p4160_s | -0.135 -0.115 -0.065 0.007 0.044 -0.033 1.000 -0.048 0.117 0.381 -0.088 0.197 0.325 0.033 0.001 0.001 0.005 -0.107 0.001 0.000 -0.001 0.040 0.002 -0.114 |\n", - "| jpsi_p | 0.017 -0.020 0.214 -0.046 -0.076 0.024 -0.048 1.000 0.114 -0.098 0.013 0.242 -0.033 -0.026 -0.045 0.007 0.028 -0.035 -0.015 0.002 0.002 -0.063 -0.001 -0.068 |\n", - "| bplus_2 | 0.029 0.210 -0.064 0.026 0.197 -0.121 0.117 0.114 1.000 0.052 -0.255 0.649 -0.125 0.085 0.013 0.001 0.004 0.049 0.005 0.004 -0.000 0.075 -0.361 -0.063 |\n", - "| p4040_p | -0.178 0.078 -0.072 0.000 0.029 -0.023 0.381 -0.098 0.052 1.000 -0.038 -0.151 0.101 0.012 -0.002 0.003 0.012 -0.036 -0.000 -0.002 0.003 0.026 -0.035 -0.252 |\n", - "| DDstar_p | -0.084 -0.086 -0.029 0.005 -0.030 0.007 -0.088 0.013 -0.255 -0.038 1.000 -0.114 -0.016 0.056 -0.006 0.001 0.010 0.073 -0.001 -0.002 0.005 0.036 0.314 -0.021 |\n", - "| Ctt | 0.346 -0.027 -0.218 0.005 0.079 -0.050 0.197 0.242 0.649 -0.151 -0.114 1.000 0.179 0.035 -0.001 0.003 0.002 -0.333 0.000 0.009 -0.002 -0.005 -0.129 0.085 |\n", - "| p4415_s | 0.128 -0.109 0.022 0.003 -0.004 -0.003 0.325 -0.033 -0.125 0.101 -0.016 0.179 1.000 0.023 -0.001 -0.000 0.000 -0.057 0.000 0.001 -0.002 0.024 0.123 0.015 |\n", - "| rho_s | 0.022 0.015 0.035 0.109 0.088 -0.008 0.033 -0.026 0.085 0.012 0.056 0.035 0.023 1.000 -0.067 -0.000 0.000 -0.003 0.013 -0.000 0.000 0.225 -0.155 0.011 |\n", - "| omega_s | 0.001 -0.000 -0.001 0.904 0.046 0.112 0.001 -0.045 0.013 -0.002 -0.006 -0.001 -0.001 -0.067 1.000 0.000 0.000 -0.004 0.052 0.000 -0.000 -0.016 0.017 -0.010 |\n", - "| Dbar_s | -0.001 0.003 0.002 0.000 0.000 0.000 0.001 0.007 0.001 0.003 0.001 0.003 -0.000 -0.000 0.000 1.000 -0.000 0.004 0.000 -0.000 0.000 -0.000 -0.001 0.007 |\n", - "| DDstar_s | 0.001 0.015 0.003 0.000 -0.000 0.000 0.005 0.028 0.004 0.012 0.010 0.002 0.000 0.000 0.000 -0.000 1.000 0.018 -0.000 -0.000 0.000 0.000 -0.001 0.020 |\n", - "| p4160_p | -0.495 0.298 0.036 -0.004 0.008 -0.009 -0.107 -0.035 0.049 -0.036 0.073 -0.333 -0.057 -0.003 -0.004 0.004 0.018 1.000 -0.001 -0.003 0.005 0.012 -0.068 -0.126 |\n", - "| phi_p | 0.001 0.000 -0.001 0.060 0.035 0.362 0.001 -0.015 0.005 -0.000 -0.001 0.000 0.000 0.013 0.052 0.000 -0.000 -0.001 1.000 0.000 -0.000 -0.001 0.002 -0.003 |\n", - "| p3770_p | 0.000 -0.001 -0.003 0.000 0.000 0.000 0.000 0.002 0.004 -0.002 -0.002 0.009 0.001 -0.000 0.000 -0.000 -0.000 -0.003 0.000 1.000 -0.002 -0.001 -0.001 0.010 |\n", - "| p3770_s | -0.005 0.002 0.008 -0.000 -0.001 0.000 -0.001 0.002 -0.000 0.003 0.005 -0.002 -0.002 0.000 -0.000 0.000 0.000 0.005 -0.000 -0.002 1.000 0.001 0.001 0.009 |\n", - "| bplus_0 | 0.018 0.022 0.036 0.030 -0.093 -0.032 0.040 -0.063 0.075 0.026 0.036 -0.005 0.024 0.225 -0.016 -0.000 0.000 0.012 -0.001 -0.001 0.001 1.000 -0.864 0.014 |\n", - "| bplus_1 | 0.048 -0.097 0.129 -0.017 0.073 0.031 0.002 -0.001 -0.361 -0.035 0.314 -0.129 0.123 -0.155 0.017 -0.001 -0.001 -0.068 0.002 -0.001 0.001 -0.864 1.000 0.045 |\n", - "| psi2s_p | 0.094 -0.109 0.064 -0.008 -0.005 -0.007 -0.114 -0.068 -0.063 -0.252 -0.021 0.085 0.015 0.011 -0.010 0.007 0.020 -0.126 -0.003 0.010 0.009 0.014 0.045 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16877995169658805}), (, {'error': 0.16247575338851927}), (, {'error': 0.19900862069874625}), (, {'error': 0.6302811561454438}), (, {'error': 0.5560679937032589}), (, {'error': 0.8671990427693697}), (, {'error': 0.16496803693122974}), (, {'error': 0.024434319412766747}), (, {'error': 0.0841109589093274}), (, {'error': 0.2370609077068293}), (, {'error': 0.23311179146915606}), (, {'error': 0.16864527033373622}), (, {'error': 0.18786151660850048}), (, {'error': 0.3419797835741468}), (, {'error': 1.9142083292666605}), (, {'error': 0.0060831596924605935}), (, {'error': 0.009548447406650562}), (, {'error': 0.10728797898379927}), (, {'error': 0.1200583686731651}), (, {'error': 0.011778400234528252}), (, {'error': 0.01118141747481266}), (, {'error': 0.019460341380867163}), (, {'error': 0.04123529565958395}), (, {'error': 0.026229198841033252})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.287 -0.239 0.026 0.199 -0.002 -0.001 0.011 -0.032 0.176 0.246 0.054 0.015 0.060 -0.237 0.292 -0.014 0.260 0.285 -0.062 -0.300 |\n", + "| psi2s_p | 0.287 1.000 -0.725 0.076 0.792 -0.007 -0.004 0.031 -0.097 0.461 0.840 0.059 0.053 0.151 -0.646 0.937 -0.039 0.864 0.918 -0.174 -0.952 |\n", + "| p3770_s | -0.239 -0.725 1.000 -0.060 -0.622 0.006 0.002 -0.022 0.072 -0.381 -0.705 -0.039 -0.042 -0.105 0.533 -0.776 0.025 -0.657 -0.786 0.174 0.781 |\n", + "| phi_p | 0.026 0.076 -0.060 1.000 0.084 -0.001 -0.000 -0.011 0.002 0.035 0.070 0.000 0.005 0.111 -0.042 0.079 0.497 0.077 0.075 -0.011 -0.081 |\n", + "| Dbar_p | 0.199 0.792 -0.622 0.084 1.000 -0.008 -0.006 0.036 -0.093 0.499 0.723 0.100 0.046 0.214 -0.731 0.872 -0.050 0.822 0.897 -0.117 -0.901 |\n", + "| omega_p | -0.002 -0.007 0.006 -0.001 -0.008 1.000 0.000 -0.122 0.028 -0.004 -0.007 -0.000 -0.000 0.020 0.005 -0.008 -0.003 -0.007 -0.007 0.001 0.008 |\n", + "| p4160_p | -0.001 -0.004 0.002 -0.000 -0.006 0.000 1.000 -0.000 0.001 -0.007 -0.004 0.008 -0.002 -0.001 0.000 -0.004 0.000 -0.005 -0.004 0.002 0.004 |\n", + "| omega_s | 0.011 0.031 -0.022 -0.011 0.036 -0.122 -0.000 1.000 -0.439 0.014 0.029 -0.002 0.002 0.171 -0.017 0.032 0.027 0.033 0.029 -0.003 -0.033 |\n", + "| rho_s | -0.032 -0.097 0.072 0.002 -0.093 0.028 0.001 -0.439 1.000 -0.052 -0.088 -0.007 -0.006 0.147 0.065 -0.104 0.020 -0.096 -0.095 0.015 0.102 |\n", + "| p4415_s | 0.176 0.461 -0.381 0.035 0.499 -0.004 -0.007 0.014 -0.052 1.000 0.395 0.085 0.030 0.057 -0.243 0.496 -0.018 0.510 0.550 -0.117 -0.502 |\n", + "| p3770_p | 0.246 0.840 -0.705 0.070 0.723 -0.007 -0.004 0.029 -0.088 0.395 1.000 0.013 0.047 0.147 -0.611 0.823 -0.037 0.789 0.796 -0.131 -0.842 |\n", + "| p4040_s | 0.054 0.059 -0.039 0.000 0.100 -0.000 0.008 -0.002 -0.007 0.085 0.013 1.000 0.000 -0.023 0.009 0.104 0.003 -0.022 0.169 -0.159 -0.097 |\n", + "| p4160_s | 0.015 0.053 -0.042 0.005 0.046 -0.000 -0.002 0.002 -0.006 0.030 0.047 0.000 1.000 0.011 -0.034 0.053 -0.003 0.045 0.049 -0.003 -0.052 |\n", + "| rho_p | 0.060 0.151 -0.105 0.111 0.214 0.020 -0.001 0.171 0.147 0.057 0.147 -0.023 0.011 1.000 -0.055 0.172 0.127 0.175 0.139 -0.007 -0.163 |\n", + "| DDstar_p | -0.237 -0.646 0.533 -0.042 -0.731 0.005 0.000 -0.017 0.065 -0.243 -0.611 0.009 -0.034 -0.055 1.000 -0.628 0.016 -0.536 -0.705 0.202 0.743 |\n", + "| jpsi_p | 0.292 0.937 -0.776 0.079 0.872 -0.008 -0.004 0.032 -0.104 0.496 0.823 0.104 0.053 0.172 -0.628 1.000 -0.048 0.876 0.954 -0.184 -0.974 |\n", + "| phi_s | -0.014 -0.039 0.025 0.497 -0.050 -0.003 0.000 0.027 0.020 -0.018 -0.037 0.003 -0.003 0.127 0.016 -0.048 1.000 -0.045 -0.034 0.001 0.040 |\n", + "| p4040_p | 0.260 0.864 -0.657 0.077 0.822 -0.007 -0.005 0.033 -0.096 0.510 0.789 -0.022 0.045 0.175 -0.536 0.876 -0.045 1.000 0.856 -0.151 -0.881 |\n", + "| Ctt | 0.285 0.918 -0.786 0.075 0.897 -0.007 -0.004 0.029 -0.095 0.550 0.796 0.169 0.049 0.139 -0.705 0.954 -0.034 0.856 1.000 -0.205 -0.982 |\n", + "| p4415_p | -0.062 -0.174 0.174 -0.011 -0.117 0.001 0.002 -0.003 0.015 -0.117 -0.131 -0.159 -0.003 -0.007 0.202 -0.184 0.001 -0.151 -0.205 1.000 0.197 |\n", + "| Dbar_s | -0.300 -0.952 0.781 -0.081 -0.901 0.008 0.004 -0.033 0.102 -0.502 -0.842 -0.097 -0.052 -0.163 0.743 -0.974 0.040 -0.881 -0.982 0.197 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.026438535718194017}), (, {'error': 0.10588983666642804}), (, {'error': 0.36086317466917783}), (, {'error': 0.19079655937529916}), (, {'error': 0.41574684528752126}), (, {'error': 0.1355520007630746}), (, {'error': 0.00974483767324763}), (, {'error': 0.8613276945009707}), (, {'error': 0.28158617876977865}), (, {'error': 0.1915630526465161}), (, {'error': 0.2235655443212885}), (, {'error': 0.15287528678279771}), (, {'error': 0.01199094350809532}), (, {'error': 0.2488236198489755}), (, {'error': 0.5201072657958499}), (, {'error': 0.11857038746341875}), (, {'error': 0.8693077060488239}), (, {'error': 0.18924469739929783}), (, {'error': 0.6358539317359582}), (, {'error': 0.40875048069118236}), (, {'error': 0.5430910159955151})])\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\ipykernel_launcher.py:192: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n" + "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\ipykernel_launcher.py:196: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 1/50\n", - "Time taken: 1 min, 26 s\n", - "Projected time left: 1 h, 10 min\n", + "Toy 1/15\n", + "Time taken: 2 min, 3 s\n", + "Projected time left: 28 min, 42 s\n", "Toy 1: Generating data...\n", "Toy 1: Data generation finished\n", "Toy 1: Loading data...\n", "Toy 1: Loading data finished\n", "Toy 1: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1506 (1506 total) |\n", - "| EDM = 0.00454 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.977E+05 | Ncalls=1118 (1118 total) |\n", + "| EDM = 0.000159 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| False | True | True | False |\n", + "| True | True | False | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297305.2836194889\n", + "Function minimum: 297712.9015097967\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.005 | 0.026 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.29 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 1.0 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.44 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.6 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.21 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.62 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.36 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -6 | 9 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.53 | 0.22 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.99 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.32 | 0.32 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.9 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.03 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 5.92 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.71 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.74 | 0.26 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.464 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.06 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 1.97 | 0.23 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -5.07 | 0.30 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | -6.0 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.12 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 5.1 | 3.0 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.53 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -2.00 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.55 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 6.16 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 4.89 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 4.527 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 16.5 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.34 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.30 | 0.16 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | 3.95 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.020 0.021 -0.000 -0.002 0.000 0.014 0.019 -0.004 -0.259 -0.011 -0.008 -0.009 -0.002 0.001 0.003 -0.005 0.034 0.000 0.014 0.009 -0.000 -0.010 0.004 |\n", - "| p4415_p | 0.020 1.000 0.309 -0.000 0.050 -0.019 -0.175 0.150 0.214 -0.017 -0.095 0.237 -0.186 -0.022 0.009 0.127 0.017 0.372 0.008 0.063 0.190 0.013 -0.173 0.139 |\n", - "| Dbar_p | 0.021 0.309 1.000 -0.001 -0.083 0.022 -0.061 0.348 0.017 -0.037 0.255 0.577 -0.187 -0.089 0.027 0.301 -0.087 0.419 -0.002 -0.102 0.453 -0.055 -0.398 0.504 |\n", - "| omega_p | -0.000 -0.000 -0.001 1.000 0.009 -0.002 0.000 0.000 -0.001 0.000 -0.000 -0.001 0.000 0.016 -0.071 -0.000 -0.000 -0.000 -0.001 0.000 -0.000 0.003 -0.002 -0.000 |\n", - "| rho_p | -0.002 0.050 -0.083 0.009 1.000 0.107 0.085 -0.027 0.282 -0.000 -0.015 0.061 0.013 0.231 0.171 -0.045 -0.004 -0.015 0.125 -0.009 -0.016 0.026 0.032 -0.018 |\n", - "| phi_s | 0.000 -0.019 0.022 -0.002 0.107 1.000 -0.028 -0.008 -0.085 0.000 0.000 -0.025 -0.003 0.022 0.029 0.011 -0.002 0.001 0.539 -0.002 -0.000 -0.023 0.014 0.002 |\n", - "| p4160_s | 0.014 -0.175 -0.061 0.000 0.085 -0.028 1.000 -0.140 0.183 -0.023 0.029 0.272 0.349 0.026 -0.006 0.024 0.033 -0.189 0.007 -0.074 -0.011 0.049 0.048 -0.010 |\n", - "| jpsi_p | 0.019 0.150 0.348 0.000 -0.027 -0.008 -0.140 1.000 -0.282 -0.021 -0.401 -0.146 -0.120 -0.015 -0.003 -0.069 -0.071 0.404 -0.003 0.138 0.353 0.023 -0.029 0.289 |\n", - "| bplus_2 | -0.004 0.214 0.017 -0.001 0.282 -0.085 0.183 -0.282 1.000 -0.002 0.155 0.625 -0.102 -0.024 0.024 0.071 0.090 -0.016 0.027 -0.057 -0.082 -0.064 -0.167 0.033 |\n", - "| p4040_p | -0.259 -0.017 -0.037 0.000 -0.000 0.000 -0.023 -0.021 -0.002 1.000 0.009 -0.013 -0.000 0.003 -0.001 -0.011 0.003 -0.017 -0.000 -0.010 -0.020 -0.000 0.014 -0.009 |\n", - "| DDstar_p | -0.011 -0.095 0.255 -0.000 -0.015 0.000 0.029 -0.401 0.155 0.009 1.000 0.278 -0.001 -0.030 0.011 0.017 0.089 -0.306 -0.008 -0.273 -0.114 -0.018 -0.187 -0.081 |\n", - "| Ctt | -0.008 0.237 0.577 -0.001 0.061 -0.025 0.272 -0.146 0.625 -0.013 0.278 1.000 0.039 -0.046 0.017 0.269 -0.022 0.032 0.003 -0.168 0.078 -0.022 -0.343 0.419 |\n", - "| p4415_s | -0.009 -0.186 -0.187 0.000 0.013 -0.003 0.349 -0.120 -0.102 -0.000 -0.001 0.039 1.000 0.034 -0.011 -0.078 0.005 -0.111 0.000 -0.058 -0.089 0.023 0.184 -0.044 |\n", - "| rho_s | -0.002 -0.022 -0.089 0.016 0.231 0.022 0.026 -0.015 -0.024 0.003 -0.030 -0.046 0.034 1.000 -0.448 -0.043 -0.021 -0.034 0.031 0.017 -0.031 0.257 -0.156 -0.034 |\n", - "| omega_s | 0.001 0.009 0.027 -0.071 0.171 0.029 -0.006 -0.003 0.024 -0.001 0.011 0.017 -0.011 -0.448 1.000 0.013 0.007 0.009 -0.016 -0.010 0.008 -0.101 0.070 0.009 |\n", - "| Dbar_s | 0.003 0.127 0.301 -0.000 -0.045 0.011 0.024 -0.069 0.071 -0.011 0.017 0.269 -0.078 -0.043 0.013 1.000 -0.057 0.075 -0.006 -0.270 0.071 -0.035 -0.212 0.105 |\n", - "| DDstar_s | -0.005 0.017 -0.087 -0.000 -0.004 -0.002 0.033 -0.071 0.090 0.003 0.089 -0.022 0.005 -0.021 0.007 -0.057 1.000 -0.072 -0.002 -0.102 -0.094 -0.007 -0.127 -0.041 |\n", - "| p4160_p | 0.034 0.372 0.419 -0.000 -0.015 0.001 -0.189 0.404 -0.016 -0.017 -0.306 0.032 -0.111 -0.034 0.009 0.075 -0.072 1.000 0.003 0.192 0.313 0.000 -0.175 0.192 |\n", - "| phi_p | 0.000 0.008 -0.002 -0.001 0.125 0.539 0.007 -0.003 0.027 -0.000 -0.008 0.003 0.000 0.031 -0.016 -0.006 -0.002 0.003 1.000 -0.003 0.003 0.008 0.003 0.001 |\n", - "| p3770_p | 0.014 0.063 -0.102 0.000 -0.009 -0.002 -0.074 0.138 -0.057 -0.010 -0.273 -0.168 -0.058 0.017 -0.010 -0.270 -0.102 0.192 -0.003 1.000 -0.165 0.033 0.051 0.046 |\n", - "| p3770_s | 0.009 0.190 0.453 -0.000 -0.016 -0.000 -0.011 0.353 -0.082 -0.020 -0.114 0.078 -0.089 -0.031 0.008 0.071 -0.094 0.313 0.003 -0.165 1.000 0.017 -0.149 -0.050 |\n", - "| bplus_0 | -0.000 0.013 -0.055 0.003 0.026 -0.023 0.049 0.023 -0.064 -0.000 -0.018 -0.022 0.023 0.257 -0.101 -0.035 -0.007 0.000 0.008 0.033 0.017 1.000 -0.815 -0.014 |\n", - "| bplus_1 | -0.010 -0.173 -0.398 -0.002 0.032 0.014 0.048 -0.029 -0.167 0.014 -0.187 -0.343 0.184 -0.156 0.070 -0.212 -0.127 -0.175 0.003 0.051 -0.149 -0.815 1.000 -0.164 |\n", - "| psi2s_p | 0.004 0.139 0.504 -0.000 -0.018 0.002 -0.010 0.289 0.033 -0.009 -0.081 0.419 -0.044 -0.034 0.009 0.105 -0.041 0.192 0.001 0.046 -0.050 -0.014 -0.164 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.02600198160051127}), (, {'error': 0.22221188417996385}), (, {'error': 0.6525556274797397}), (, {'error': 0.06986411382518565}), (, {'error': 0.2775081252414173}), (, {'error': 0.940294195295797}), (, {'error': 0.15961532203253914}), (, {'error': 0.03201855904157025}), (, {'error': 0.08503229822984038}), (, {'error': 9.4147240874848}), (, {'error': 0.6767700985929404}), (, {'error': 0.2244578861034544}), (, {'error': 0.19809232196474302}), (, {'error': 0.31531792876082804}), (, {'error': 0.9019371501407454}), (, {'error': 0.38530322192902755}), (, {'error': 0.3873307162905222}), (, {'error': 0.10805733844064447}), (, {'error': 0.20490634997133217}), (, {'error': 0.11269531746078454}), (, {'error': 0.26478588588206375}), (, {'error': 0.020218897195892982}), (, {'error': 0.0394445884026593}), (, {'error': 0.03661552626823461})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.026 -0.011 -0.000 -0.010 -0.001 0.034 -0.001 -0.000 0.004 0.009 0.007 0.003 -0.003 0.028 0.062 0.001 0.010 0.024 0.026 -0.001 |\n", + "| psi2s_p | 0.026 1.000 0.250 -0.004 0.142 -0.005 0.286 -0.005 0.000 -0.186 0.259 -0.202 -0.111 -0.003 0.165 -0.073 -0.005 0.224 -0.461 0.117 0.028 |\n", + "| p3770_s | -0.011 0.250 1.000 0.003 -0.122 0.012 -0.003 0.013 -0.006 0.060 -0.148 0.183 0.093 0.031 -0.064 -0.083 -0.009 0.016 -0.056 0.035 -0.016 |\n", + "| phi_p | -0.000 -0.004 0.003 1.000 -0.003 0.025 0.001 0.010 0.032 -0.003 0.000 -0.002 -0.002 0.084 -0.009 -0.027 0.664 0.002 -0.011 0.000 0.000 |\n", + "| Dbar_p | -0.010 0.142 -0.122 -0.003 1.000 -0.005 -0.211 -0.004 -0.010 -0.036 -0.019 -0.069 -0.090 -0.025 -0.634 -0.206 0.006 -0.173 -0.521 -0.174 0.005 |\n", + "| omega_p | -0.001 -0.005 0.012 0.025 -0.005 1.000 0.006 0.872 -0.232 -0.004 0.002 -0.001 0.001 0.118 -0.025 -0.064 0.082 0.010 -0.035 0.005 -0.000 |\n", + "| p4160_p | 0.034 0.286 -0.003 0.001 -0.211 0.006 1.000 0.006 0.004 -0.017 0.247 -0.494 -0.160 0.029 0.286 -0.036 -0.010 0.226 -0.302 0.309 0.004 |\n", + "| omega_s | -0.001 -0.005 0.013 0.010 -0.004 0.872 0.006 1.000 -0.399 -0.003 0.002 -0.001 0.001 0.245 -0.024 -0.067 0.082 0.009 -0.035 0.004 -0.000 |\n", + "| rho_s | -0.000 0.000 -0.006 0.032 -0.010 -0.232 0.004 -0.399 1.000 -0.008 0.000 -0.005 -0.010 0.149 -0.021 0.009 0.020 -0.000 -0.010 0.001 -0.001 |\n", + "| p4415_s | 0.004 -0.186 0.060 -0.003 -0.036 -0.004 -0.017 -0.003 -0.008 1.000 -0.113 0.160 0.317 -0.014 -0.260 0.010 -0.000 0.064 0.281 -0.134 0.006 |\n", + "| p3770_p | 0.009 0.259 -0.148 0.000 -0.019 0.002 0.247 0.002 0.000 -0.113 1.000 -0.116 -0.030 0.008 0.184 -0.033 -0.003 0.244 -0.289 0.122 0.006 |\n", + "| p4040_s | 0.007 -0.202 0.183 -0.002 -0.069 -0.001 -0.494 -0.001 -0.005 0.160 -0.116 1.000 0.060 -0.003 -0.248 0.001 -0.003 -0.186 0.326 -0.193 0.006 |\n", + "| p4160_s | 0.003 -0.111 0.093 -0.002 -0.090 0.001 -0.160 0.001 -0.010 0.317 -0.030 0.060 1.000 -0.002 -0.244 -0.019 -0.004 0.361 0.212 -0.150 0.000 |\n", + "| rho_p | -0.003 -0.003 0.031 0.084 -0.025 0.118 0.029 0.245 0.149 -0.014 0.008 -0.003 -0.002 1.000 -0.107 -0.145 0.137 0.034 -0.118 0.021 -0.002 |\n", + "| DDstar_p | 0.028 0.165 -0.064 -0.009 -0.634 -0.025 0.286 -0.024 -0.021 -0.260 0.184 -0.248 -0.244 -0.107 1.000 0.408 0.027 0.092 0.227 0.042 -0.031 |\n", + "| jpsi_p | 0.062 -0.073 -0.083 -0.027 -0.206 -0.064 -0.036 -0.067 0.009 0.010 -0.033 0.001 -0.019 -0.145 0.408 1.000 0.016 -0.080 0.452 -0.026 0.035 |\n", + "| phi_s | 0.001 -0.005 -0.009 0.664 0.006 0.082 -0.010 0.082 0.020 -0.000 -0.003 -0.003 -0.004 0.137 0.027 0.016 1.000 -0.011 0.028 -0.008 0.001 |\n", + "| p4040_p | 0.010 0.224 0.016 0.002 -0.173 0.010 0.226 0.009 -0.000 0.064 0.244 -0.186 0.361 0.034 0.092 -0.080 -0.011 1.000 -0.225 0.173 -0.004 |\n", + "| Ctt | 0.024 -0.461 -0.056 -0.011 -0.521 -0.035 -0.302 -0.035 -0.010 0.281 -0.289 0.326 0.212 -0.118 0.227 0.452 0.028 -0.225 1.000 -0.089 0.004 |\n", + "| p4415_p | 0.026 0.117 0.035 0.000 -0.174 0.005 0.309 0.004 0.001 -0.134 0.122 -0.193 -0.150 0.021 0.042 -0.026 -0.008 0.173 -0.089 1.000 0.002 |\n", + "| Dbar_s | -0.001 0.028 -0.016 0.000 0.005 -0.000 0.004 -0.000 -0.001 0.006 0.006 0.006 0.000 -0.002 -0.031 0.035 0.001 -0.004 0.004 0.002 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.02215974098551443}), (, {'error': 0.0321947897928192}), (, {'error': 0.22720056394069743}), (, {'error': 0.26154840400711254}), (, {'error': 0.30060561154625143}), (, {'error': 0.5931485753481085}), (, {'error': 0.08739229819390726}), (, {'error': 3.0061071278032503}), (, {'error': 0.3259333401663742}), (, {'error': 0.1802244607762047}), (, {'error': 0.13140700738119193}), (, {'error': 0.16797069161014594}), (, {'error': 0.1626269650701777}), (, {'error': 0.2218389047264795}), (, {'error': 0.21726966084368993}), (, {'error': 0.025613247486178103}), (, {'error': 1.0532597652043885}), (, {'error': 0.17297013054059907}), (, {'error': 0.15724705228223068}), (, {'error': 0.1366323222455872}), (, {'error': 0.014237440675381602})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 2/50\n", - "Time taken: 3 min, 41 s\n", - "Projected time left: 1 h, 28 min\n", + "Toy 2/15\n", + "Time taken: 3 min, 44 s\n", + "Projected time left: 24 min, 16 s\n", "Toy 2: Generating data...\n", "Toy 2: Data generation finished\n", "Toy 2: Loading data...\n", "Toy 2: Loading data finished\n", "Toy 2: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.975E+05 | Ncalls=1341 (1341 total) |\n", - "| EDM = 5.28E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.977E+05 | Ncalls=1017 (1017 total) |\n", + "| EDM = 1.43E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1754,165 +1840,153 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297510.2742995519\n", + "Function minimum: 297696.73191606125\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.12 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 5.2 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 0.7 | 0.8 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.005 | 0.302 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 6.0 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 15.6 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.011 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.71 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.42 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -3.32 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.1 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.15 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.65 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.1 | 1.2 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.015 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.00 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 4.04 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.76 | 0.30 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.404 | 0.031 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.71 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.84 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.12 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 0.919 | 0.016 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.15 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 8.5 | 1.4 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.23 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -6.283 | 0.023 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.13 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -0.18 | 0.45 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -1.709 | 0.025 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.61 | 0.18 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.40 | 0.16 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.39 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.212 -0.365 -0.002 0.028 -0.015 -0.010 -0.305 -0.200 -0.296 0.074 0.138 0.019 0.016 -0.006 -0.091 0.037 0.014 -0.003 -0.289 -0.223 0.028 -0.058 -0.074 |\n", - "| p4415_p | -0.212 1.000 0.121 0.006 0.028 -0.009 0.007 0.165 -0.166 0.075 0.161 -0.011 -0.008 -0.020 0.012 0.048 0.014 0.002 0.003 0.086 0.098 -0.029 0.170 0.055 |\n", - "| Dbar_p | -0.365 0.121 1.000 0.006 0.003 -0.001 0.012 0.593 0.213 0.424 -0.367 0.526 -0.062 0.006 0.000 0.297 -0.012 -0.007 0.012 0.377 0.640 -0.060 0.030 0.530 |\n", - "| omega_p | -0.002 0.006 0.006 1.000 -0.073 0.031 0.000 0.000 -0.032 0.008 0.016 0.005 0.002 -0.090 0.518 0.001 0.003 -0.000 0.012 0.001 0.005 0.064 -0.052 0.006 |\n", - "| rho_p | 0.028 0.028 0.003 -0.073 1.000 0.111 -0.000 -0.013 -0.245 0.032 -0.012 0.086 0.047 0.102 0.233 -0.012 -0.004 -0.001 0.090 -0.015 0.014 0.122 -0.123 0.015 |\n", - "| phi_s | -0.015 -0.009 -0.001 0.031 0.111 1.000 0.000 -0.013 0.059 -0.015 0.029 -0.045 -0.025 -0.019 0.060 0.008 0.008 0.000 0.624 0.007 -0.008 0.096 -0.079 -0.008 |\n", - "| p4160_s | -0.010 0.007 0.012 0.000 -0.000 0.000 1.000 0.011 0.003 -0.001 -0.001 -0.001 0.004 -0.001 0.000 0.002 -0.002 -0.002 0.000 0.008 0.009 -0.000 0.002 0.005 |\n", - "| jpsi_p | -0.305 0.165 0.593 0.000 -0.013 -0.013 0.011 1.000 0.291 0.394 0.158 0.025 -0.049 0.007 -0.008 0.030 -0.048 -0.008 0.003 0.190 0.442 -0.141 0.210 0.396 |\n", - "| bplus_2 | -0.200 -0.166 0.213 -0.032 -0.245 0.059 0.003 0.291 1.000 -0.027 -0.194 -0.487 -0.188 0.096 -0.073 0.035 -0.072 0.003 -0.001 0.128 0.190 -0.276 0.076 0.004 |\n", - "| p4040_p | -0.296 0.075 0.424 0.008 0.032 -0.015 -0.001 0.394 -0.027 1.000 0.213 0.199 0.125 -0.015 0.010 0.112 0.001 -0.010 0.007 0.165 0.347 -0.072 0.193 0.187 |\n", - "| DDstar_p | 0.074 0.161 -0.367 0.016 -0.012 0.029 -0.001 0.158 -0.194 0.213 1.000 -0.257 0.172 -0.123 0.055 -0.232 0.115 -0.010 -0.005 -0.260 -0.204 0.053 0.313 0.020 |\n", - "| Ctt | 0.138 -0.011 0.526 0.005 0.086 -0.045 -0.001 0.025 -0.487 0.199 -0.257 1.000 0.181 0.022 -0.005 0.269 0.009 -0.005 0.005 0.102 0.171 -0.007 0.043 0.459 |\n", - "| p4415_s | 0.019 -0.008 -0.062 0.002 0.047 -0.025 0.004 -0.049 -0.188 0.125 0.172 0.181 1.000 0.014 -0.003 -0.005 0.044 -0.005 0.002 -0.078 -0.040 -0.031 0.066 0.015 |\n", - "| rho_s | 0.016 -0.020 0.006 -0.090 0.102 -0.019 -0.001 0.007 0.096 -0.015 -0.123 0.022 0.014 1.000 -0.408 -0.012 -0.033 0.000 0.042 -0.013 -0.000 -0.438 0.341 -0.010 |\n", - "| omega_s | -0.006 0.012 0.000 0.518 0.233 0.060 0.000 -0.008 -0.073 0.010 0.055 -0.005 -0.003 -0.408 1.000 0.005 0.014 -0.000 -0.008 0.004 0.002 0.226 -0.185 0.006 |\n", - "| Dbar_s | -0.091 0.048 0.297 0.001 -0.012 0.008 0.002 0.030 0.035 0.112 -0.232 0.269 -0.005 -0.012 0.005 1.000 -0.041 -0.002 -0.000 -0.036 0.159 0.010 0.004 0.123 |\n", - "| DDstar_s | 0.037 0.014 -0.012 0.003 -0.004 0.008 -0.002 -0.048 -0.072 0.001 0.115 0.009 0.044 -0.033 0.014 -0.041 1.000 -0.002 -0.003 -0.089 -0.061 0.020 0.076 -0.011 |\n", - "| p4160_p | 0.014 0.002 -0.007 -0.000 -0.001 0.000 -0.002 -0.008 0.003 -0.010 -0.010 -0.005 -0.005 0.000 -0.000 -0.002 -0.002 1.000 -0.000 -0.002 -0.005 0.002 -0.007 -0.004 |\n", - "| phi_p | -0.003 0.003 0.012 0.012 0.090 0.624 0.000 0.003 -0.001 0.007 -0.005 0.005 0.002 0.042 -0.008 -0.000 -0.003 -0.000 1.000 -0.001 0.007 -0.023 0.016 0.006 |\n", - "| p3770_p | -0.289 0.086 0.377 0.001 -0.015 0.007 0.008 0.190 0.128 0.165 -0.260 0.102 -0.078 -0.013 0.004 -0.036 -0.089 -0.002 -0.001 1.000 0.148 0.036 -0.092 0.241 |\n", - "| p3770_s | -0.223 0.098 0.640 0.005 0.014 -0.008 0.009 0.442 0.190 0.347 -0.204 0.171 -0.040 -0.000 0.002 0.159 -0.061 -0.005 0.007 0.148 1.000 -0.040 0.010 0.028 |\n", - "| bplus_0 | 0.028 -0.029 -0.060 0.064 0.122 0.096 -0.000 -0.141 -0.276 -0.072 0.053 -0.007 -0.031 -0.438 0.226 0.010 0.020 0.002 -0.023 0.036 -0.040 1.000 -0.901 -0.040 |\n", - "| bplus_1 | -0.058 0.170 0.030 -0.052 -0.123 -0.079 0.002 0.210 0.076 0.193 0.313 0.043 0.066 0.341 -0.185 0.004 0.076 -0.007 0.016 -0.092 0.010 -0.901 1.000 0.102 |\n", - "| psi2s_p | -0.074 0.055 0.530 0.006 0.015 -0.008 0.005 0.396 0.004 0.187 0.020 0.459 0.015 -0.010 0.006 0.123 -0.011 -0.004 0.006 0.241 0.028 -0.040 0.102 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.18784495516146726}), (, {'error': 0.3216396549555798}), (, {'error': 0.7920343831732986}), (, {'error': 0.3024323575761372}), (, {'error': 0.36194112193100914}), (, {'error': 1.098900840924954}), (, {'error': 0.011479235061617132}), (, {'error': 0.03436494894789366}), (, {'error': 0.0809092022971376}), (, {'error': 0.16199665702029065}), (, {'error': 0.6017789912723575}), (, {'error': 0.21354349063544442}), (, {'error': 0.19204719517973326}), (, {'error': 0.3663548018980488}), (, {'error': 1.1990437711944817}), (, {'error': 0.3773399440049379}), (, {'error': 0.07033365227262722}), (, {'error': 0.015207842523130566}), (, {'error': 0.22352207484717823}), (, {'error': 0.12062697653855992}), (, {'error': 0.2980962060003467}), (, {'error': 0.030700680858113505}), (, {'error': 0.057466426751071165}), (, {'error': 0.03776233479955149})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.057 0.001 0.015 -0.078 0.006 0.106 -0.000 0.000 -0.003 -0.000 0.011 0.010 -0.008 0.142 0.160 0.015 0.056 0.078 0.076 -0.013 |\n", + "| psi2s_p | 0.057 1.000 0.005 -0.034 0.355 -0.012 0.174 0.001 -0.005 -0.150 -0.009 -0.189 -0.127 -0.008 -0.115 -0.002 -0.033 0.064 -0.529 0.039 0.099 |\n", + "| p3770_s | 0.001 0.005 1.000 0.000 -0.001 0.000 0.006 0.000 -0.000 -0.003 -0.001 -0.005 -0.001 -0.000 0.004 0.001 0.000 0.006 -0.006 0.003 0.000 |\n", + "| phi_p | 0.015 -0.034 0.000 1.000 0.033 0.302 -0.036 -0.108 0.027 -0.003 0.001 -0.006 -0.015 -0.161 0.059 -0.121 0.997 -0.047 0.060 -0.033 0.011 |\n", + "| Dbar_p | -0.078 0.355 -0.001 0.033 1.000 0.010 -0.314 -0.000 -0.014 0.123 0.010 0.153 -0.004 -0.016 -0.851 -0.108 0.033 -0.254 -0.600 -0.197 0.035 |\n", + "| omega_p | 0.006 -0.012 0.000 0.302 0.010 1.000 -0.013 0.674 0.320 -0.003 0.001 -0.003 -0.008 -0.143 0.025 -0.037 0.303 -0.019 0.027 -0.013 0.004 |\n", + "| p4160_p | 0.106 0.174 0.006 -0.036 -0.314 -0.013 1.000 -0.000 0.006 -0.064 -0.006 -0.515 -0.160 0.024 0.370 0.010 -0.037 0.095 -0.150 0.303 0.019 |\n", + "| omega_s | -0.000 0.001 0.000 -0.108 -0.000 0.674 -0.000 1.000 -0.019 0.000 0.000 0.000 0.000 0.070 0.001 0.006 -0.103 -0.000 0.002 -0.000 -0.000 |\n", + "| rho_s | 0.000 -0.005 -0.000 0.027 -0.014 0.320 0.006 -0.019 1.000 -0.010 -0.000 -0.008 -0.008 0.216 -0.023 -0.033 0.028 0.006 -0.030 0.003 -0.000 |\n", + "| p4415_s | -0.003 -0.150 -0.003 -0.003 0.123 -0.003 -0.064 0.000 -0.010 1.000 0.001 0.132 0.326 -0.010 -0.291 -0.035 -0.003 0.076 0.175 -0.156 0.026 |\n", + "| p3770_p | -0.000 -0.009 -0.001 0.001 0.010 0.001 -0.006 0.000 -0.000 0.001 1.000 -0.001 -0.003 -0.002 -0.007 0.004 0.001 -0.008 0.004 -0.004 0.001 |\n", + "| p4040_s | 0.011 -0.189 -0.005 -0.006 0.153 -0.003 -0.515 0.000 -0.008 0.132 -0.001 1.000 -0.083 -0.013 -0.281 -0.003 -0.006 -0.232 0.229 -0.234 0.037 |\n", + "| p4160_s | 0.010 -0.127 -0.001 -0.015 -0.004 -0.008 -0.160 0.000 -0.008 0.326 -0.003 -0.083 1.000 0.007 -0.204 -0.063 -0.016 0.366 0.162 -0.155 0.014 |\n", + "| rho_p | -0.008 -0.008 -0.000 -0.161 -0.016 -0.143 0.024 0.070 0.216 -0.010 -0.002 -0.013 0.007 1.000 -0.099 -0.146 -0.152 0.041 -0.138 0.022 -0.001 |\n", + "| DDstar_p | 0.142 -0.115 0.004 0.059 -0.851 0.025 0.370 0.001 -0.023 -0.291 -0.007 -0.281 -0.204 -0.099 1.000 0.296 0.061 0.147 0.456 0.115 -0.058 |\n", + "| jpsi_p | 0.160 -0.002 0.001 -0.121 -0.108 -0.037 0.010 0.006 -0.033 -0.035 0.004 -0.003 -0.063 -0.146 0.296 1.000 -0.117 -0.074 0.354 -0.020 0.107 |\n", + "| phi_s | 0.015 -0.033 0.000 0.997 0.033 0.303 -0.037 -0.103 0.028 -0.003 0.001 -0.006 -0.016 -0.152 0.061 -0.117 1.000 -0.048 0.063 -0.033 0.011 |\n", + "| p4040_p | 0.056 0.064 0.006 -0.047 -0.254 -0.019 0.095 -0.000 0.006 0.076 -0.008 -0.232 0.366 0.041 0.147 -0.074 -0.048 1.000 -0.042 0.120 0.011 |\n", + "| Ctt | 0.078 -0.529 -0.006 0.060 -0.600 0.027 -0.150 0.002 -0.030 0.175 0.004 0.229 0.162 -0.138 0.456 0.354 0.063 -0.042 1.000 -0.016 0.020 |\n", + "| p4415_p | 0.076 0.039 0.003 -0.033 -0.197 -0.013 0.303 -0.000 0.003 -0.156 -0.004 -0.234 -0.155 0.022 0.115 -0.020 -0.033 0.120 -0.016 1.000 0.016 |\n", + "| Dbar_s | -0.013 0.099 0.000 0.011 0.035 0.004 0.019 -0.000 -0.000 0.026 0.001 0.037 0.014 -0.001 -0.058 0.107 0.011 0.011 0.020 0.016 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.058875377015676786}), (, {'error': 0.033521499395147814}), (, {'error': 0.016184203328837576}), (, {'error': 8.37432462843211}), (, {'error': 0.42560897291060407}), (, {'error': 0.34790325392731125}), (, {'error': 0.10193439480943578}), (, {'error': 1.3772448323544637}), (, {'error': 0.33342944119029977}), (, {'error': 0.18280504617565851}), (, {'error': 0.022860061316435143}), (, {'error': 0.16920777712131063}), (, {'error': 0.164649848922645}), (, {'error': 0.45380181319300217}), (, {'error': 0.3425344799465915}), (, {'error': 0.02521702369783352}), (, {'error': 5.467375909610385}), (, {'error': 0.184064395689175}), (, {'error': 0.1556835475337608}), (, {'error': 0.16856690415841125}), (, {'error': 0.049215801838525364})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 3/50\n", - "Time taken: 5 min, 49 s\n", - "Projected time left: 1 h, 30 min\n", + "Toy 3/15\n", + "Time taken: 5 min, 21 s\n", + "Projected time left: 21 min, 24 s\n", "Toy 3: Generating data...\n", "Toy 3: Data generation finished\n", "Toy 3: Loading data...\n", "Toy 3: Loading data finished\n", "Toy 3: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.972E+05 | Ncalls=1907 (1907 total) |\n", - "| EDM = 7.93E-06 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.976E+05 | Ncalls=1133 (1133 total) |\n", + "| EDM = 0.00433 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| True | True | False | False |\n", + "| False | True | True | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297167.49690604093\n", + "Function minimum: 297609.29390604334\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.13 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.87 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -1.34 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.27 | 0.38 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.1 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20 | 6 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.12 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.614 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.31 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.37 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 4.75 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.76 | 0.20 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.24 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.1 | 1.7 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.10 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.0 | 1.0 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.45 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.413 | 0.031 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.76 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.909 | 0.032 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.11 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.32 | 0.23 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -6.0 | 2.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -5.2 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.6 | 1.9 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -2.06 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 7.4 | 3.1 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 0.78 | 0.31 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.35 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | 4.07 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.32 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.57 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 5.6 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.51 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -1.745 | 0.027 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 19 | 6 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.76 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.68 | 0.17 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.68 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.155 -0.068 0.006 0.040 -0.029 0.094 0.009 -0.116 -0.216 -0.135 0.358 0.208 0.047 0.007 -0.004 -0.002 -0.529 -0.023 -0.160 0.103 -0.033 0.021 0.025 |\n", - "| p4415_p | -0.155 1.000 -0.109 0.010 0.064 -0.044 -0.103 -0.020 -0.218 0.143 -0.129 0.057 -0.173 0.038 0.021 0.010 0.021 0.272 -0.039 0.014 -0.003 -0.028 0.099 -0.073 |\n", - "| Dbar_p | -0.068 -0.109 1.000 -0.007 -0.017 -0.011 -0.068 0.160 0.068 -0.109 -0.153 -0.326 0.068 0.054 -0.025 0.023 0.002 -0.053 -0.005 0.272 -0.078 -0.042 -0.092 -0.065 |\n", - "| omega_p | 0.006 0.010 -0.007 1.000 0.151 0.021 0.009 -0.040 -0.073 -0.001 -0.024 0.022 -0.006 0.000 0.751 0.001 0.000 -0.000 0.006 -0.006 0.001 0.100 -0.090 -0.006 |\n", - "| rho_p | 0.040 0.064 -0.017 0.151 1.000 -0.276 0.058 -0.061 -0.366 0.015 -0.084 0.121 -0.025 0.092 0.529 0.001 -0.002 0.015 -0.309 -0.012 0.026 0.406 -0.366 -0.001 |\n", - "| phi_s | -0.029 -0.044 -0.011 0.021 -0.276 1.000 -0.039 -0.056 0.152 -0.027 0.009 -0.044 0.005 -0.152 -0.173 0.001 0.002 -0.022 0.983 -0.003 -0.034 -0.035 0.040 -0.022 |\n", - "| p4160_s | 0.094 -0.103 -0.068 0.009 0.058 -0.039 1.000 -0.012 -0.145 0.295 -0.086 0.278 0.333 0.057 0.013 -0.001 0.002 -0.154 -0.033 -0.071 0.023 -0.027 0.009 -0.039 |\n", - "| jpsi_p | 0.009 -0.020 0.160 -0.040 -0.061 -0.056 -0.012 1.000 -0.166 -0.104 0.023 0.260 -0.006 -0.049 -0.031 0.045 0.053 -0.064 -0.061 0.015 -0.066 0.088 -0.053 -0.016 |\n", - "| bplus_2 | -0.116 -0.218 0.068 -0.073 -0.366 0.152 -0.145 -0.166 1.000 0.006 0.255 -0.665 0.139 -0.095 -0.161 0.001 0.006 -0.019 0.142 0.067 0.057 -0.207 0.000 -0.044 |\n", - "| p4040_p | -0.216 0.143 -0.109 -0.001 0.015 -0.027 0.295 -0.104 0.006 1.000 0.024 -0.233 -0.016 0.010 0.005 0.020 0.028 0.195 -0.025 0.141 -0.029 -0.024 0.046 -0.218 |\n", - "| DDstar_p | -0.135 -0.129 -0.153 -0.024 -0.084 0.009 -0.086 0.023 0.255 0.024 1.000 -0.056 0.014 0.062 -0.061 0.002 0.035 0.053 0.013 0.172 0.109 -0.065 -0.185 -0.065 |\n", - "| Ctt | 0.358 0.057 -0.326 0.022 0.121 -0.044 0.278 0.260 -0.665 -0.233 -0.056 1.000 0.160 0.054 0.041 -0.002 -0.007 -0.304 -0.037 -0.213 -0.141 0.043 0.073 0.246 |\n", - "| p4415_s | 0.208 -0.173 0.068 -0.006 -0.025 0.005 0.333 -0.006 0.139 -0.016 0.014 0.160 1.000 0.018 -0.018 -0.000 -0.002 -0.105 0.007 -0.064 0.015 -0.014 -0.093 0.044 |\n", - "| rho_s | 0.047 0.038 0.054 0.000 0.092 -0.152 0.057 -0.049 -0.095 0.010 0.062 0.054 0.018 1.000 -0.154 0.001 0.001 -0.005 -0.139 -0.012 0.020 -0.308 0.255 0.013 |\n", - "| omega_s | 0.007 0.021 -0.025 0.751 0.529 -0.173 0.013 -0.031 -0.161 0.005 -0.061 0.041 -0.018 -0.154 1.000 0.000 -0.001 0.008 -0.204 -0.005 0.007 0.300 -0.268 -0.006 |\n", - "| Dbar_s | -0.004 0.010 0.023 0.001 0.001 0.001 -0.001 0.045 0.001 0.020 0.002 -0.002 -0.000 0.001 0.000 1.000 -0.001 0.024 0.001 0.034 0.026 0.001 -0.004 0.023 |\n", - "| DDstar_s | -0.002 0.021 0.002 0.000 -0.002 0.002 0.002 0.053 0.006 0.028 0.035 -0.007 -0.002 0.001 -0.001 -0.001 1.000 0.039 0.002 0.026 0.027 0.001 -0.009 0.021 |\n", - "| p4160_p | -0.529 0.272 -0.053 -0.000 0.015 -0.022 -0.154 -0.064 -0.019 0.195 0.053 -0.304 -0.105 -0.005 0.008 0.024 0.039 1.000 -0.022 0.158 -0.011 -0.000 0.044 -0.152 |\n", - "| phi_p | -0.023 -0.039 -0.005 0.006 -0.309 0.983 -0.033 -0.061 0.142 -0.025 0.013 -0.037 0.007 -0.139 -0.204 0.001 0.002 -0.022 1.000 -0.004 -0.031 -0.074 0.075 -0.021 |\n", - "| p3770_p | -0.160 0.014 0.272 -0.006 -0.012 -0.003 -0.071 0.015 0.067 0.141 0.172 -0.213 -0.064 -0.012 -0.005 0.034 0.026 0.158 -0.004 1.000 -0.221 0.047 -0.112 0.026 |\n", - "| p3770_s | 0.103 -0.003 -0.078 0.001 0.026 -0.034 0.023 -0.066 0.057 -0.029 0.109 -0.141 0.015 0.020 0.007 0.026 0.027 -0.011 -0.031 -0.221 1.000 -0.005 -0.039 -0.459 |\n", - "| bplus_0 | -0.033 -0.028 -0.042 0.100 0.406 -0.035 -0.027 0.088 -0.207 -0.024 -0.065 0.043 -0.014 -0.308 0.300 0.001 0.001 -0.000 -0.074 0.047 -0.005 1.000 -0.931 -0.018 |\n", - "| bplus_1 | 0.021 0.099 -0.092 -0.090 -0.366 0.040 0.009 -0.053 0.000 0.046 -0.185 0.073 -0.093 0.255 -0.268 -0.004 -0.009 0.044 0.075 -0.112 -0.039 -0.931 1.000 0.027 |\n", - "| psi2s_p | 0.025 -0.073 -0.065 -0.006 -0.001 -0.022 -0.039 -0.016 -0.044 -0.218 -0.065 0.246 0.044 0.013 -0.006 0.023 0.021 -0.152 -0.021 0.026 -0.459 -0.018 0.027 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17417568289302676}), (, {'error': 0.16908334192890617}), (, {'error': 0.3074920048408196}), (, {'error': 0.37501281429650923}), (, {'error': 0.5537657408440326}), (, {'error': 6.470649966017251}), (, {'error': 0.17332332696245523}), (, {'error': 0.024064646982150606}), (, {'error': 0.08426360845111258}), (, {'error': 0.16262987722092714}), (, {'error': 0.3051698005430117}), (, {'error': 0.20378713434788331}), (, {'error': 0.19907787783153152}), (, {'error': 0.382781694507778}), (, {'error': 1.7112257377054618}), (, {'error': 0.018400967404992696}), (, {'error': 0.023212675780537817}), (, {'error': 0.10105436989181982}), (, {'error': 1.0129061480323798}), (, {'error': 0.09799093979609608}), (, {'error': 0.22805914049042508}), (, {'error': 0.031218781573369547}), (, {'error': 0.05879529396685945}), (, {'error': 0.031524468127126504})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.057 -0.020 0.018 -0.024 -0.012 0.084 -0.012 0.009 0.004 0.026 0.015 0.003 -0.017 0.076 0.134 0.018 0.041 0.050 0.056 -0.005 |\n", + "| psi2s_p | 0.057 1.000 0.218 -0.014 0.086 -0.010 0.280 -0.009 -0.001 -0.182 0.291 -0.226 -0.092 -0.000 0.159 -0.052 -0.015 0.163 -0.403 0.058 0.040 |\n", + "| p3770_s | -0.020 0.218 1.000 -0.034 -0.125 0.038 -0.032 0.040 -0.030 0.065 -0.180 0.172 0.084 0.047 -0.060 -0.060 -0.034 0.049 0.007 0.042 -0.022 |\n", + "| phi_p | 0.018 -0.014 -0.034 1.000 0.021 -0.534 -0.038 -0.575 0.295 0.011 -0.018 0.008 -0.009 -0.580 0.193 0.100 0.993 -0.059 0.167 -0.037 0.006 |\n", + "| Dbar_p | -0.024 0.086 -0.125 0.021 1.000 -0.017 -0.321 -0.017 0.005 0.020 -0.109 0.006 -0.073 -0.029 -0.704 -0.335 0.021 -0.278 -0.591 -0.218 0.018 |\n", + "| omega_p | -0.012 -0.010 0.038 -0.534 -0.017 1.000 0.023 0.993 -0.177 -0.013 0.011 -0.014 0.008 0.519 -0.146 -0.195 -0.499 0.042 -0.148 0.023 -0.003 |\n", + "| p4160_p | 0.084 0.280 -0.032 -0.038 -0.321 0.023 1.000 0.024 -0.017 -0.116 0.273 -0.458 -0.145 0.040 0.374 0.060 -0.039 0.083 -0.176 0.310 -0.001 |\n", + "| omega_s | -0.012 -0.009 0.040 -0.575 -0.017 0.993 0.024 1.000 -0.245 -0.013 0.011 -0.014 0.008 0.536 -0.153 -0.197 -0.541 0.044 -0.154 0.024 -0.003 |\n", + "| rho_s | 0.009 -0.001 -0.030 0.295 0.005 -0.177 -0.017 -0.245 1.000 0.003 -0.010 0.005 -0.014 -0.132 0.095 0.109 0.284 -0.034 0.099 -0.021 0.002 |\n", + "| p4415_s | 0.004 -0.182 0.065 0.011 0.020 -0.013 -0.116 -0.013 0.003 1.000 -0.127 0.140 0.347 -0.018 -0.211 -0.003 0.010 0.079 0.232 -0.157 0.012 |\n", + "| p3770_p | 0.026 0.291 -0.180 -0.018 -0.109 0.011 0.273 0.011 -0.010 -0.127 1.000 -0.162 -0.012 0.018 0.217 -0.003 -0.019 0.237 -0.234 0.104 0.007 |\n", + "| p4040_s | 0.015 -0.226 0.172 0.008 0.006 -0.014 -0.458 -0.014 0.005 0.140 -0.162 1.000 -0.138 -0.016 -0.195 0.021 0.007 -0.208 0.310 -0.185 0.014 |\n", + "| p4160_s | 0.003 -0.092 0.084 -0.009 -0.073 0.008 -0.145 0.008 -0.014 0.347 -0.012 -0.138 1.000 0.009 -0.219 -0.032 -0.010 0.352 0.176 -0.031 -0.000 |\n", + "| rho_p | -0.017 -0.000 0.047 -0.580 -0.029 0.519 0.040 0.536 -0.132 -0.018 0.018 -0.016 0.009 1.000 -0.215 -0.205 -0.560 0.063 -0.203 0.037 -0.006 |\n", + "| DDstar_p | 0.076 0.159 -0.060 0.193 -0.704 -0.146 0.374 -0.153 0.095 -0.211 0.217 -0.195 -0.219 -0.215 1.000 0.511 0.195 0.092 0.377 0.009 -0.056 |\n", + "| jpsi_p | 0.134 -0.052 -0.060 0.100 -0.335 -0.195 0.060 -0.197 0.109 -0.003 -0.003 0.021 -0.032 -0.205 0.511 1.000 0.098 -0.024 0.517 0.011 0.038 |\n", + "| phi_s | 0.018 -0.015 -0.034 0.993 0.021 -0.499 -0.039 -0.541 0.284 0.010 -0.019 0.007 -0.010 -0.560 0.195 0.098 1.000 -0.060 0.168 -0.038 0.006 |\n", + "| p4040_p | 0.041 0.163 0.049 -0.059 -0.278 0.042 0.083 0.044 -0.034 0.079 0.237 -0.208 0.352 0.063 0.092 -0.024 -0.060 1.000 -0.046 0.156 -0.004 |\n", + "| Ctt | 0.050 -0.403 0.007 0.167 -0.591 -0.148 -0.176 -0.154 0.099 0.232 -0.234 0.310 0.176 -0.203 0.377 0.517 0.168 -0.046 1.000 0.041 -0.008 |\n", + "| p4415_p | 0.056 0.058 0.042 -0.037 -0.218 0.023 0.310 0.024 -0.021 -0.157 0.104 -0.185 -0.031 0.037 0.009 0.011 -0.038 0.156 0.041 1.000 0.002 |\n", + "| Dbar_s | -0.005 0.040 -0.022 0.006 0.018 -0.003 -0.001 -0.003 0.002 0.012 0.007 0.014 -0.000 -0.006 -0.056 0.038 0.006 -0.004 -0.008 0.002 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.03524416571678421}), (, {'error': 0.03192586753092641}), (, {'error': 0.23078604668528513}), (, {'error': 2.3034720157616433}), (, {'error': 0.38400607179445245}), (, {'error': 1.9476455591121122}), (, {'error': 0.08929096342456022}), (, {'error': 3.0827282684748614}), (, {'error': 0.3083021366687284}), (, {'error': 0.18482338032297452}), (, {'error': 0.11321675656139174}), (, {'error': 0.16824203498940749}), (, {'error': 0.1610182945570724}), (, {'error': 0.5790348685907372}), (, {'error': 0.260347443531447}), (, {'error': 0.027273035239154808}), (, {'error': 6.2273177854787285}), (, {'error': 0.1391734951545407}), (, {'error': 0.16546627766698574}), (, {'error': 0.15748540864362015}), (, {'error': 0.021117800010118787})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 4/50\n", - "Time taken: 8 min, 29 s\n", - "Projected time left: 1 h, 37 min\n", + "Toy 4/15\n", + "Time taken: 7 min, 10 s\n", + "Projected time left: 19 min, 37 s\n", "Toy 4: Generating data...\n", "Toy 4: Data generation finished\n", "Toy 4: Loading data...\n", "Toy 4: Loading data finished\n", "Toy 4: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1281 (1281 total) |\n", - "| EDM = 0.000728 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.979E+05 | Ncalls=982 (982 total) |\n", + "| EDM = 6.3E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1920,83 +1994,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297105.7453460888\n", + "Function minimum: 297861.7701022822\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.005 | 0.019 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 4.19 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 4.9 | 0.8 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 5.59 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.0 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.62 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.37 | 0.07 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 2.7 | 1.2 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.26 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.14 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.62 | 0.26 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.23 | 0.55 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.30 | 0.09 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -1.97 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.32 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.68 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.3 | 0.4 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.453 | 0.009 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.835 | 0.018 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.81 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.19 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 0.919 | 0.021 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -5.58 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 1.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.20 | 0.40 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -2.00 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 6.9 | 1.3 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.38 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.90 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 1.568 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.72 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.33 | 0.19 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | 4.08 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.012 -0.033 0.001 0.004 -0.000 -0.005 0.040 -0.015 -0.153 -0.033 -0.003 -0.005 -0.002 0.001 -0.040 -0.006 0.041 0.002 0.040 0.034 0.004 0.004 0.031 |\n", - "| p4415_p | 0.012 1.000 0.088 0.000 0.039 -0.014 -0.167 0.047 0.153 -0.007 0.099 0.019 -0.120 -0.017 0.004 0.011 0.072 0.245 0.005 0.029 0.054 -0.017 -0.054 0.010 |\n", - "| Dbar_p | -0.033 0.088 1.000 -0.007 -0.125 0.022 0.425 -0.778 0.276 0.029 0.817 -0.060 0.040 0.011 -0.011 0.849 0.053 -0.489 -0.048 -0.838 -0.691 -0.210 -0.268 -0.638 |\n", - "| omega_p | 0.001 0.000 -0.007 1.000 -0.209 0.011 -0.007 0.010 -0.007 -0.001 -0.011 0.003 -0.003 0.003 0.123 -0.012 0.001 0.008 0.016 0.010 0.010 -0.009 0.004 0.010 |\n", - "| rho_p | 0.004 0.039 -0.125 -0.209 1.000 0.114 0.003 0.105 0.185 -0.006 -0.092 0.071 0.012 0.196 0.104 -0.101 -0.023 0.074 0.137 0.095 0.097 0.087 0.050 0.089 |\n", - "| phi_s | -0.000 -0.014 0.022 0.011 0.114 1.000 -0.012 -0.021 -0.064 0.001 0.013 -0.022 -0.005 0.011 0.022 0.012 0.004 -0.011 0.569 -0.013 -0.015 -0.016 0.000 -0.013 |\n", - "| p4160_s | -0.005 -0.167 0.425 -0.007 0.003 -0.012 1.000 -0.447 0.259 0.002 0.424 0.126 0.285 0.015 -0.005 0.460 0.096 -0.361 -0.021 -0.437 -0.371 0.004 -0.016 -0.374 |\n", - "| jpsi_p | 0.040 0.047 -0.778 0.010 0.105 -0.021 -0.447 1.000 -0.386 -0.044 -0.779 0.136 -0.098 -0.030 0.012 -0.910 -0.076 0.677 0.048 0.847 0.827 0.155 0.187 0.778 |\n", - "| bplus_2 | -0.015 0.153 0.276 -0.007 0.185 -0.064 0.259 -0.386 1.000 0.014 0.279 0.428 -0.026 -0.074 0.016 0.341 0.080 -0.221 0.005 -0.313 -0.319 -0.193 -0.220 -0.278 |\n", - "| p4040_p | -0.153 -0.007 0.029 -0.001 -0.006 0.001 0.002 -0.044 0.014 1.000 0.034 -0.010 -0.002 0.002 -0.001 0.043 0.002 -0.029 -0.003 -0.043 -0.041 -0.006 -0.006 -0.032 |\n", - "| DDstar_p | -0.033 0.099 0.817 -0.011 -0.092 0.013 0.424 -0.779 0.279 0.034 1.000 -0.286 0.036 0.052 -0.016 0.944 0.154 -0.447 -0.048 -0.803 -0.743 -0.056 -0.048 -0.694 |\n", - "| Ctt | -0.003 0.019 -0.060 0.003 0.071 -0.022 0.126 0.136 0.428 -0.010 -0.286 1.000 0.173 -0.047 0.009 -0.287 -0.105 0.026 0.014 0.181 0.166 -0.088 -0.154 0.358 |\n", - "| p4415_s | -0.005 -0.120 0.040 -0.003 0.012 -0.005 0.285 -0.098 -0.026 -0.002 0.036 0.173 1.000 0.019 -0.003 0.067 0.028 -0.053 -0.003 -0.085 -0.068 0.082 0.112 -0.048 |\n", - "| rho_s | -0.002 -0.017 0.011 0.003 0.196 0.011 0.015 -0.030 -0.074 0.002 0.052 -0.047 0.019 1.000 -0.214 0.042 -0.015 -0.025 0.005 -0.025 -0.035 0.128 -0.048 -0.029 |\n", - "| omega_s | 0.001 0.004 -0.011 0.123 0.104 0.022 -0.005 0.012 0.016 -0.001 -0.016 0.009 -0.003 -0.214 1.000 -0.016 0.001 0.010 0.009 0.012 0.013 -0.013 0.013 0.012 |\n", - "| Dbar_s | -0.040 0.011 0.849 -0.012 -0.101 0.012 0.460 -0.910 0.341 0.043 0.944 -0.287 0.067 0.042 -0.016 1.000 0.144 -0.624 -0.054 -0.896 -0.851 -0.104 -0.121 -0.804 |\n", - "| DDstar_s | -0.006 0.072 0.053 0.001 -0.023 0.004 0.096 -0.076 0.080 0.002 0.154 -0.105 0.028 -0.015 0.001 0.144 1.000 -0.035 -0.005 -0.125 -0.116 -0.087 -0.125 -0.077 |\n", - "| p4160_p | 0.041 0.245 -0.489 0.008 0.074 -0.011 -0.361 0.677 -0.221 -0.029 -0.447 0.026 -0.053 -0.025 0.010 -0.624 -0.035 1.000 0.037 0.638 0.613 0.088 0.096 0.533 |\n", - "| phi_p | 0.002 0.005 -0.048 0.016 0.137 0.569 -0.021 0.048 0.005 -0.003 -0.048 0.014 -0.003 0.005 0.009 -0.054 -0.005 0.037 1.000 0.048 0.048 0.017 0.018 0.044 |\n", - "| p3770_p | 0.040 0.029 -0.838 0.010 0.095 -0.013 -0.437 0.847 -0.313 -0.043 -0.803 0.181 -0.085 -0.025 0.012 -0.896 -0.125 0.638 0.048 1.000 0.735 0.142 0.170 0.747 |\n", - "| p3770_s | 0.034 0.054 -0.691 0.010 0.097 -0.015 -0.371 0.827 -0.319 -0.041 -0.743 0.166 -0.068 -0.035 0.013 -0.851 -0.116 0.613 0.048 0.735 1.000 0.121 0.132 0.601 |\n", - "| bplus_0 | 0.004 -0.017 -0.210 -0.009 0.087 -0.016 0.004 0.155 -0.193 -0.006 -0.056 -0.088 0.082 0.128 -0.013 -0.104 -0.087 0.088 0.017 0.142 0.121 1.000 -0.547 0.107 |\n", - "| bplus_1 | 0.004 -0.054 -0.268 0.004 0.050 0.000 -0.016 0.187 -0.220 -0.006 -0.048 -0.154 0.112 -0.048 0.013 -0.121 -0.125 0.096 0.018 0.170 0.132 -0.547 1.000 0.128 |\n", - "| psi2s_p | 0.031 0.010 -0.638 0.010 0.089 -0.013 -0.374 0.778 -0.278 -0.032 -0.694 0.358 -0.048 -0.029 0.012 -0.804 -0.077 0.533 0.044 0.747 0.601 0.107 0.128 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.0186044342218853}), (, {'error': 0.17809678788041072}), (, {'error': 0.8221946138300158}), (, {'error': 0.3199903141401923}), (, {'error': 0.23338694380061042}), (, {'error': 0.9600195489142367}), (, {'error': 0.162425771001949}), (, {'error': 0.067568396189289}), (, {'error': 0.06748002752178828}), (, {'error': 10.047310373561096}), (, {'error': 1.2271685745714267}), (, {'error': 0.15731726269167456}), (, {'error': 0.17758743779859998}), (, {'error': 0.2620691451041094}), (, {'error': 3.295626735250695}), (, {'error': 0.5479330319699134}), (, {'error': 0.09083230787212436}), (, {'error': 0.12686398822408762}), (, {'error': 0.2098930760636022}), (, {'error': 0.29040086480755534}), (, {'error': 0.4219046959451469}), (, {'error': 0.009425967536176305}), (, {'error': 0.01823597007119404}), (, {'error': 0.052040799272147886})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 -0.093 -0.002 -0.002 -0.093 -0.003 -0.125 0.000 0.002 0.004 -0.000 -0.012 -0.013 -0.002 0.119 -0.204 0.004 -0.071 -0.105 -0.106 -0.024 |\n", + "| psi2s_p | -0.093 1.000 0.009 -0.001 -0.160 -0.006 0.230 -0.002 -0.002 -0.201 -0.008 -0.252 -0.149 -0.003 -0.057 -0.047 0.003 0.068 -0.394 0.076 -0.107 |\n", + "| p3770_s | -0.002 0.009 1.000 -0.000 0.005 0.000 0.010 -0.000 -0.000 -0.005 -0.002 -0.008 -0.001 0.000 -0.009 0.004 -0.000 0.008 -0.005 0.006 -0.001 |\n", + "| phi_p | -0.002 -0.001 -0.000 1.000 -0.004 -0.059 -0.006 -0.068 0.017 0.003 0.000 0.004 0.000 -0.037 -0.015 -0.021 0.665 -0.006 0.016 -0.005 -0.001 |\n", + "| Dbar_p | -0.093 -0.160 0.005 -0.004 1.000 0.004 0.435 -0.007 0.008 -0.098 -0.006 -0.155 0.027 0.007 -0.866 0.484 -0.023 0.316 0.726 0.315 0.024 |\n", + "| omega_p | -0.003 -0.006 0.000 -0.059 0.004 1.000 0.004 0.790 -0.115 -0.004 -0.000 -0.005 -0.001 0.029 0.002 -0.011 0.004 0.004 -0.010 0.003 -0.002 |\n", + "| p4160_p | -0.125 0.230 0.010 -0.006 0.435 0.004 1.000 -0.007 0.006 -0.072 -0.005 -0.489 -0.146 0.007 -0.463 0.273 -0.024 0.100 0.019 0.378 0.010 |\n", + "| omega_s | 0.000 -0.002 -0.000 -0.068 -0.007 0.790 -0.007 1.000 -0.364 0.003 0.000 0.002 0.001 0.068 -0.005 -0.023 -0.000 -0.005 0.006 -0.005 -0.000 |\n", + "| rho_s | 0.002 -0.002 -0.000 0.017 0.008 -0.115 0.006 -0.364 1.000 -0.009 -0.000 -0.005 -0.008 -0.010 0.012 -0.009 -0.030 0.001 -0.009 0.002 0.002 |\n", + "| p4415_s | 0.004 -0.201 -0.005 0.003 -0.098 -0.004 -0.072 0.003 -0.009 1.000 0.001 0.090 0.325 -0.004 0.265 -0.160 0.010 0.086 0.149 -0.156 -0.028 |\n", + "| p3770_p | -0.000 -0.008 -0.002 0.000 -0.006 -0.000 -0.005 0.000 -0.000 0.001 1.000 0.000 -0.002 -0.000 0.004 -0.001 0.001 -0.007 0.002 -0.004 -0.001 |\n", + "| p4040_s | -0.012 -0.252 -0.008 0.004 -0.155 -0.005 -0.489 0.002 -0.005 0.090 0.000 1.000 -0.171 -0.006 0.245 -0.116 0.014 -0.280 0.192 -0.261 -0.040 |\n", + "| p4160_s | -0.013 -0.149 -0.001 0.000 0.027 -0.001 -0.146 0.001 -0.008 0.325 -0.002 -0.171 1.000 -0.001 0.174 -0.102 -0.000 0.360 0.152 -0.140 -0.007 |\n", + "| rho_p | -0.002 -0.003 0.000 -0.037 0.007 0.029 0.007 0.068 -0.010 -0.004 -0.000 -0.006 -0.001 1.000 0.007 0.007 -0.015 0.007 -0.013 0.005 -0.001 |\n", + "| DDstar_p | 0.119 -0.057 -0.009 -0.015 -0.866 0.002 -0.463 -0.005 0.012 0.265 0.004 0.245 0.174 0.007 1.000 -0.375 -0.022 -0.187 -0.583 -0.226 -0.125 |\n", + "| jpsi_p | -0.204 -0.047 0.004 -0.021 0.484 -0.011 0.273 -0.023 -0.009 -0.160 -0.001 -0.116 -0.102 0.007 -0.375 1.000 -0.051 0.101 0.157 0.155 -0.072 |\n", + "| phi_s | 0.004 0.003 -0.000 0.665 -0.023 0.004 -0.024 -0.000 -0.030 0.010 0.001 0.014 -0.000 -0.015 -0.022 -0.051 1.000 -0.023 0.038 -0.018 0.003 |\n", + "| p4040_p | -0.071 0.068 0.008 -0.006 0.316 0.004 0.100 -0.005 0.001 0.086 -0.007 -0.280 0.360 0.007 -0.187 0.101 -0.023 1.000 0.085 0.151 0.006 |\n", + "| Ctt | -0.105 -0.394 -0.005 0.016 0.726 -0.010 0.019 0.006 -0.009 0.149 0.002 0.192 0.152 -0.013 -0.583 0.157 0.038 0.085 1.000 0.099 0.012 |\n", + "| p4415_p | -0.106 0.076 0.006 -0.005 0.315 0.003 0.378 -0.005 0.002 -0.156 -0.004 -0.261 -0.140 0.005 -0.226 0.155 -0.018 0.151 0.099 1.000 0.004 |\n", + "| Dbar_s | -0.024 -0.107 -0.001 -0.001 0.024 -0.002 0.010 -0.000 0.002 -0.028 -0.001 -0.040 -0.007 -0.001 -0.125 -0.072 0.003 0.006 0.012 0.004 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.07250574713180283}), (, {'error': 0.03279041312803477}), (, {'error': 0.020719833031209278}), (, {'error': 0.21175256962140443}), (, {'error': 0.5390515014418154}), (, {'error': 0.40002243029553286}), (, {'error': 0.1151446388573687}), (, {'error': 1.3429633705852222}), (, {'error': 0.3253633071849332}), (, {'error': 0.18278371576538566}), (, {'error': 0.01612767486210931}), (, {'error': 0.17727931046353868}), (, {'error': 0.16648879605894396}), (, {'error': 0.09259387220435267}), (, {'error': 0.32315355867066486}), (, {'error': 0.026430330865767182}), (, {'error': 1.0669074106060332}), (, {'error': 0.20395627218059165}), (, {'error': 0.1888635165891296}), (, {'error': 0.15778078698680265}), (, {'error': 0.0485814882950763})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 5/50\n", - "Time taken: 10 min, 46 s\n", - "Projected time left: 1 h, 36 min\n", + "Toy 5/15\n", + "Time taken: 8 min, 54 s\n", + "Projected time left: 17 min, 40 s\n", "Toy 5: Generating data...\n", "Toy 5: Data generation finished\n", "Toy 5: Loading data...\n", "Toy 5: Loading data finished\n", "Toy 5: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.975E+05 | Ncalls=1725 (1725 total) |\n", - "| EDM = 4.95E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1105 (1105 total) |\n", + "| EDM = 0.000113 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2004,83 +2072,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297458.2481980056\n", + "Function minimum: 297792.7390274959\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.69 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.73 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 3.1 | 3.0 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.28 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.9 | 1.2 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.31 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.69 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.11 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.4 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -5.7 | 0.9 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.12 | 0.23 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.34 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.09 | 0.30 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.2 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.14 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.30 | 0.12 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.32 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.06 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.90 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.7 | 0.4 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.471 | 0.009 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.887 | 0.016 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.81 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.10 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 0.919 | 0.016 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -0.07 | 0.43 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -5.1 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 6.14 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.26 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.06 | 0.30 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 0.126 | 0.019 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -6.283 | 0.015 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 1.46 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -0.19 | 0.40 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -1.68 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 15.9 | 1.6 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -3.06 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.43 | 0.16 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.312 -0.549 0.001 0.011 -0.034 0.065 -0.416 -0.354 -0.482 -0.555 -0.336 0.326 0.031 -0.026 -0.527 -0.231 -0.622 -0.009 -0.450 -0.400 -0.076 -0.071 -0.373 |\n", - "| p4415_p | -0.312 1.000 0.402 -0.003 0.006 0.014 -0.161 0.390 0.172 0.386 0.267 0.312 -0.257 -0.028 0.011 0.387 0.115 0.481 0.010 0.341 0.358 0.119 0.132 0.305 |\n", - "| Dbar_p | -0.549 0.402 1.000 -0.003 -0.012 0.053 -0.231 0.822 0.654 0.768 0.909 0.815 -0.432 -0.045 0.037 0.944 0.292 0.819 0.022 0.770 0.848 0.076 0.079 0.751 |\n", - "| omega_p | 0.001 -0.003 -0.003 1.000 0.001 -0.010 0.000 -0.003 0.002 -0.003 -0.002 -0.003 0.002 0.047 -0.187 -0.003 0.000 -0.003 -0.006 -0.002 -0.003 -0.004 0.001 -0.003 |\n", - "| rho_p | 0.011 0.006 -0.012 0.001 1.000 0.033 0.013 -0.005 -0.059 -0.004 -0.014 -0.005 0.002 0.021 0.124 -0.012 -0.010 -0.006 0.028 -0.011 -0.006 0.007 -0.014 -0.008 |\n", - "| phi_s | -0.034 0.014 0.053 -0.010 0.033 1.000 -0.024 0.030 0.082 0.037 0.044 0.036 -0.025 0.027 -0.025 0.054 0.014 0.042 0.752 0.037 0.040 0.020 0.010 0.038 |\n", - "| p4160_s | 0.065 -0.161 -0.231 0.000 0.013 -0.024 1.000 -0.181 -0.194 0.033 -0.254 -0.087 0.336 0.020 -0.020 -0.209 -0.110 -0.223 -0.001 -0.179 -0.168 -0.060 -0.053 -0.183 |\n", - "| jpsi_p | -0.416 0.390 0.822 -0.003 -0.005 0.030 -0.181 1.000 0.563 0.651 0.634 0.580 -0.357 -0.044 0.026 0.752 0.238 0.719 0.011 0.634 0.726 0.092 0.111 0.668 |\n", - "| bplus_2 | -0.354 0.172 0.654 0.002 -0.059 0.082 -0.194 0.563 1.000 0.478 0.614 0.344 -0.204 -0.056 0.069 0.647 0.239 0.497 0.004 0.470 0.552 -0.068 -0.087 0.484 |\n", - "| p4040_p | -0.482 0.386 0.768 -0.003 -0.004 0.037 0.033 0.651 0.478 1.000 0.662 0.594 -0.293 -0.043 0.028 0.755 0.253 0.650 0.016 0.622 0.644 0.109 0.118 0.528 |\n", - "| DDstar_p | -0.555 0.267 0.909 -0.002 -0.014 0.044 -0.254 0.634 0.614 0.662 1.000 0.791 -0.414 -0.023 0.028 0.914 0.346 0.687 0.019 0.680 0.753 -0.038 -0.036 0.624 |\n", - "| Ctt | -0.336 0.312 0.815 -0.003 -0.005 0.036 -0.087 0.580 0.344 0.594 0.791 1.000 -0.269 -0.035 0.024 0.844 0.277 0.585 0.017 0.573 0.688 0.092 0.099 0.694 |\n", - "| p4415_s | 0.326 -0.257 -0.432 0.002 0.002 -0.025 0.336 -0.357 -0.204 -0.293 -0.414 -0.269 1.000 0.034 -0.021 -0.426 -0.179 -0.354 -0.007 -0.352 -0.353 -0.144 -0.150 -0.302 |\n", - "| rho_s | 0.031 -0.028 -0.045 0.047 0.021 0.027 0.020 -0.044 -0.056 -0.043 -0.023 -0.035 0.034 1.000 -0.363 -0.054 0.016 -0.049 0.047 -0.033 -0.041 -0.125 -0.015 -0.039 |\n", - "| omega_s | -0.026 0.011 0.037 -0.187 0.124 -0.025 -0.020 0.026 0.069 0.028 0.028 0.024 -0.021 -0.363 1.000 0.041 0.003 0.032 -0.057 0.027 0.029 0.044 0.011 0.028 |\n", - "| Dbar_s | -0.527 0.387 0.944 -0.003 -0.012 0.054 -0.209 0.752 0.647 0.755 0.914 0.844 -0.426 -0.054 0.041 1.000 0.339 0.774 0.019 0.679 0.825 0.127 0.129 0.714 |\n", - "| DDstar_s | -0.231 0.115 0.292 0.000 -0.010 0.014 -0.110 0.238 0.239 0.253 0.346 0.277 -0.179 0.016 0.003 0.339 1.000 0.303 0.009 0.284 0.288 -0.150 -0.152 0.227 |\n", - "| p4160_p | -0.622 0.481 0.819 -0.003 -0.006 0.042 -0.223 0.719 0.497 0.650 0.687 0.585 -0.354 -0.049 0.032 0.774 0.303 1.000 0.016 0.672 0.689 0.141 0.143 0.601 |\n", - "| phi_p | -0.009 0.010 0.022 -0.006 0.028 0.752 -0.001 0.011 0.004 0.016 0.019 0.017 -0.007 0.047 -0.057 0.019 0.009 0.016 1.000 0.015 0.018 -0.018 0.001 0.015 |\n", - "| p3770_p | -0.450 0.341 0.770 -0.002 -0.011 0.037 -0.179 0.634 0.470 0.622 0.680 0.573 -0.352 -0.033 0.027 0.679 0.284 0.672 0.015 1.000 0.561 0.045 0.034 0.574 |\n", - "| p3770_s | -0.400 0.358 0.848 -0.003 -0.006 0.040 -0.168 0.726 0.552 0.644 0.753 0.688 -0.353 -0.041 0.029 0.825 0.288 0.689 0.018 0.561 1.000 0.075 0.076 0.540 |\n", - "| bplus_0 | -0.076 0.119 0.076 -0.004 0.007 0.020 -0.060 0.092 -0.068 0.109 -0.038 0.092 -0.144 -0.125 0.044 0.127 -0.150 0.141 -0.018 0.045 0.075 1.000 -0.379 0.087 |\n", - "| bplus_1 | -0.071 0.132 0.079 0.001 -0.014 0.010 -0.053 0.111 -0.087 0.118 -0.036 0.099 -0.150 -0.015 0.011 0.129 -0.152 0.143 0.001 0.034 0.076 -0.379 1.000 0.089 |\n", - "| psi2s_p | -0.373 0.305 0.751 -0.003 -0.008 0.038 -0.183 0.668 0.484 0.528 0.624 0.694 -0.302 -0.039 0.028 0.714 0.227 0.601 0.015 0.574 0.540 0.087 0.089 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.18691701445403286}), (, {'error': 0.16207314910792192}), (, {'error': 3.0060338464277603}), (, {'error': 0.18651861421814964}), (, {'error': 0.19504938123503957}), (, {'error': 1.152329750066114}), (, {'error': 0.15542281015834614}), (, {'error': 0.04100588133473915}), (, {'error': 0.07882773088593731}), (, {'error': 0.3624004744022242}), (, {'error': 0.8627684468682166}), (, {'error': 0.23290919128190612}), (, {'error': 0.19270748625241585}), (, {'error': 0.3001020560913536}), (, {'error': 0.8545877494776208}), (, {'error': 0.37870158165849777}), (, {'error': 0.11952190428524963}), (, {'error': 0.14801544237807085}), (, {'error': 0.2608836683933591}), (, {'error': 0.15201742130568174}), (, {'error': 0.4041894695298822}), (, {'error': 0.008719317543364635}), (, {'error': 0.016332924634111512}), (, {'error': 0.04383898191125368})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.039 -0.000 0.001 0.184 0.001 -0.030 0.001 -0.001 -0.001 0.001 0.032 0.007 0.004 0.020 -0.017 0.000 -0.012 -0.094 -0.000 0.009 |\n", + "| psi2s_p | 0.039 1.000 0.008 -0.008 0.100 -0.003 0.298 -0.006 0.005 0.010 -0.008 -0.209 -0.077 -0.016 0.268 0.134 -0.007 0.076 -0.280 0.001 0.097 |\n", + "| p3770_s | -0.000 0.008 1.000 0.000 -0.000 0.000 0.006 0.000 -0.000 0.000 -0.002 -0.005 0.001 0.000 0.005 0.002 -0.000 0.005 -0.005 -0.000 0.001 |\n", + "| phi_p | 0.001 -0.008 0.000 1.000 -0.040 0.062 0.013 0.025 0.025 0.000 -0.000 -0.010 0.002 0.202 0.005 -0.034 0.884 0.011 -0.003 -0.000 -0.001 |\n", + "| Dbar_p | 0.184 0.100 -0.000 -0.040 1.000 -0.024 -0.241 -0.033 0.002 -0.014 0.005 -0.047 -0.365 -0.171 -0.594 -0.370 -0.011 -0.521 -0.699 0.015 -0.077 |\n", + "| omega_p | 0.001 -0.003 0.000 0.062 -0.024 1.000 0.009 0.435 -0.082 0.000 -0.000 -0.006 0.003 -0.008 0.002 -0.015 0.069 0.009 -0.003 -0.000 -0.001 |\n", + "| p4160_p | -0.030 0.298 0.006 0.013 -0.241 0.009 1.000 0.011 -0.003 0.014 -0.002 -0.237 -0.049 0.057 0.384 0.193 0.002 -0.052 -0.056 -0.010 -0.005 |\n", + "| omega_s | 0.001 -0.006 0.000 0.025 -0.033 0.435 0.011 1.000 -0.436 0.000 -0.000 -0.011 0.004 0.244 -0.003 -0.031 0.053 0.011 -0.011 -0.000 -0.001 |\n", + "| rho_s | -0.001 0.005 -0.000 0.025 0.002 -0.082 -0.003 -0.436 1.000 -0.000 0.000 0.007 -0.006 0.130 0.006 0.037 0.011 -0.007 0.020 0.000 -0.001 |\n", + "| p4415_s | -0.001 0.010 0.000 0.000 -0.014 0.000 0.014 0.000 -0.000 1.000 -0.000 -0.004 -0.006 0.002 0.017 0.010 0.000 0.005 0.004 -0.011 -0.001 |\n", + "| p3770_p | 0.001 -0.008 -0.002 -0.000 0.005 -0.000 -0.002 -0.000 0.000 -0.000 1.000 -0.000 -0.004 -0.002 -0.000 0.002 -0.000 -0.006 0.003 0.000 0.001 |\n", + "| p4040_s | 0.032 -0.209 -0.005 -0.010 -0.047 -0.006 -0.237 -0.011 0.007 -0.004 -0.000 1.000 -0.355 -0.046 0.040 0.112 -0.003 -0.194 0.316 0.004 0.029 |\n", + "| p4160_s | 0.007 -0.077 0.001 0.002 -0.365 0.003 -0.049 0.004 -0.006 -0.006 -0.004 -0.355 1.000 0.017 0.091 0.092 -0.003 0.366 0.307 -0.006 -0.016 |\n", + "| rho_p | 0.004 -0.016 0.000 0.202 -0.171 -0.008 0.057 0.244 0.130 0.002 -0.002 -0.046 0.017 1.000 -0.008 -0.081 0.229 0.058 -0.030 -0.001 -0.009 |\n", + "| DDstar_p | 0.020 0.268 0.005 0.005 -0.594 0.002 0.384 -0.003 0.006 0.017 -0.000 0.040 0.091 -0.008 1.000 0.712 0.004 0.331 0.541 -0.008 -0.097 |\n", + "| jpsi_p | -0.017 0.134 0.002 -0.034 -0.370 -0.015 0.193 -0.031 0.037 0.010 0.002 0.112 0.092 -0.081 0.712 1.000 -0.021 0.207 0.565 -0.007 0.075 |\n", + "| phi_s | 0.000 -0.007 -0.000 0.884 -0.011 0.069 0.002 0.053 0.011 0.000 -0.000 -0.003 -0.003 0.229 0.004 -0.021 1.000 -0.001 0.002 0.000 0.000 |\n", + "| p4040_p | -0.012 0.076 0.005 0.011 -0.521 0.009 -0.052 0.011 -0.007 0.005 -0.006 -0.194 0.366 0.058 0.331 0.207 -0.001 1.000 0.311 -0.008 -0.003 |\n", + "| Ctt | -0.094 -0.280 -0.005 -0.003 -0.699 -0.003 -0.056 -0.011 0.020 0.004 0.003 0.316 0.307 -0.030 0.541 0.565 0.002 0.311 1.000 -0.012 0.019 |\n", + "| p4415_p | -0.000 0.001 -0.000 -0.000 0.015 -0.000 -0.010 -0.000 0.000 -0.011 0.000 0.004 -0.006 -0.001 -0.008 -0.007 0.000 -0.008 -0.012 1.000 -0.000 |\n", + "| Dbar_s | 0.009 0.097 0.001 -0.001 -0.077 -0.001 -0.005 -0.001 -0.001 -0.001 0.001 0.029 -0.016 -0.009 -0.097 0.075 0.000 -0.003 0.019 -0.000 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.03611647284244096}), (, {'error': 0.03361463855214586}), (, {'error': 0.016189965772745674}), (, {'error': 0.43060182206921915}), (, {'error': 0.37411696369559655}), (, {'error': 0.25300874115736693}), (, {'error': 0.1375721295162542}), (, {'error': 1.0455409341279083}), (, {'error': 0.3044715720220663}), (, {'error': 0.019118551309253037}), (, {'error': 0.014952751370907347}), (, {'error': 0.1711715112588067}), (, {'error': 0.16401303752038732}), (, {'error': 0.3275399678824087}), (, {'error': 0.4048736766079224}), (, {'error': 0.031929473072436654}), (, {'error': 1.6281233502938468}), (, {'error': 0.19778506090355275}), (, {'error': 0.16399723635012453}), (, {'error': 0.10329236710642187}), (, {'error': 0.05637441538376442})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 6/50\n", - "Time taken: 13 min, 39 s\n", - "Projected time left: 1 h, 39 min\n", + "Toy 6/15\n", + "Time taken: 10 min, 50 s\n", + "Projected time left: 16 min, 12 s\n", "Toy 6: Generating data...\n", "Toy 6: Data generation finished\n", "Toy 6: Loading data...\n", "Toy 6: Loading data finished\n", "Toy 6: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1227 (1227 total) |\n", - "| EDM = 8.72E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1624 (1624 total) |\n", + "| EDM = 9.17E-06 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2090,81 +2152,75 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297302.29941507813\n", + "Function minimum: 297821.96716519614\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.04 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.02 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.0 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.26 | 0.43 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 15.8 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.52 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.659 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.09 | 0.10 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.20 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.8 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.30 | 0.22 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.22 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.16 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 5.88 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.74 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.16 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.488 | 0.022 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.93 | 0.05 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.878 | 0.032 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.11 | 0.44 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.14 | 0.24 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 2.7 | 1.9 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -1.98 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 6.3 | 0.8 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.07 | 0.30 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.4 | 0.4 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -1.89 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.88 | 0.31 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.16 | 0.25 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -0.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 6 | 12 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 1.49 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17.8 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.79 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.22 | 0.17 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.26 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.23 | 0.14 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.225 -0.129 0.013 0.062 -0.020 0.169 -0.053 0.141 -0.227 -0.150 0.340 0.182 0.012 0.013 -0.001 0.006 -0.549 0.002 -0.160 0.079 0.020 -0.027 -0.049 |\n", - "| p4415_p | -0.225 1.000 -0.082 0.012 0.051 -0.018 -0.230 -0.026 0.194 0.171 -0.020 -0.059 -0.160 -0.002 0.014 0.022 0.042 0.290 -0.000 0.058 -0.022 0.009 -0.112 -0.105 |\n", - "| Dbar_p | -0.129 -0.082 1.000 -0.011 0.011 -0.005 -0.078 0.252 -0.089 -0.019 -0.121 -0.342 0.011 0.048 -0.018 0.032 0.004 0.056 0.005 0.371 -0.028 0.037 0.188 -0.011 |\n", - "| omega_p | 0.013 0.012 -0.011 1.000 0.224 0.043 0.012 -0.071 0.068 -0.006 -0.032 0.025 -0.000 0.019 0.909 0.001 -0.000 -0.012 -0.046 -0.024 -0.006 -0.086 0.059 -0.009 |\n", - "| rho_p | 0.062 0.051 0.011 0.224 1.000 0.124 0.073 -0.112 0.276 -0.006 -0.035 0.117 0.022 0.177 0.327 0.001 -0.001 -0.016 0.088 -0.026 0.015 -0.065 0.053 -0.004 |\n", - "| phi_s | -0.020 -0.018 -0.005 0.043 0.124 1.000 -0.025 0.002 -0.081 -0.002 0.010 -0.041 -0.008 0.046 0.050 0.000 0.001 -0.000 0.611 0.000 -0.011 -0.019 0.024 -0.004 |\n", - "| p4160_s | 0.169 -0.230 -0.078 0.012 0.073 -0.025 1.000 -0.037 0.158 0.245 -0.070 0.286 0.311 0.025 0.011 0.002 0.009 -0.202 0.003 -0.076 0.012 0.039 -0.004 -0.068 |\n", - "| jpsi_p | -0.053 -0.026 0.252 -0.071 -0.112 0.002 -0.037 1.000 0.090 -0.071 0.157 0.190 -0.019 0.015 -0.079 0.063 0.078 -0.013 -0.022 0.102 -0.029 -0.034 0.072 -0.016 |\n", - "| bplus_2 | 0.141 0.194 -0.089 0.068 0.276 -0.081 0.158 0.090 1.000 -0.083 -0.289 0.695 -0.025 0.029 0.073 0.002 -0.000 -0.094 0.008 -0.125 -0.103 0.036 -0.356 0.004 |\n", - "| p4040_p | -0.227 0.171 -0.019 -0.006 -0.006 -0.002 0.245 -0.071 -0.083 1.000 0.149 -0.329 -0.018 0.004 -0.007 0.033 0.043 0.325 -0.000 0.194 -0.062 0.016 0.016 -0.214 |\n", - "| DDstar_p | -0.150 -0.020 -0.121 -0.032 -0.035 0.010 -0.070 0.157 -0.289 0.149 1.000 -0.091 -0.051 0.077 -0.045 0.002 0.049 0.236 0.005 0.281 0.164 0.035 0.389 -0.015 |\n", - "| Ctt | 0.340 -0.059 -0.342 0.025 0.117 -0.041 0.286 0.190 0.695 -0.329 -0.091 1.000 0.219 0.009 0.027 0.001 -0.009 -0.406 -0.004 -0.256 -0.158 -0.008 -0.187 0.188 |\n", - "| p4415_s | 0.182 -0.160 0.011 -0.000 0.022 -0.008 0.311 -0.019 -0.025 -0.018 -0.051 0.219 1.000 0.024 -0.003 -0.001 -0.002 -0.058 0.002 -0.067 0.011 0.026 0.086 0.013 |\n", - "| rho_s | 0.012 -0.002 0.048 0.019 0.177 0.046 0.025 0.015 0.029 0.004 0.077 0.009 0.024 1.000 -0.168 0.000 0.001 0.009 0.054 0.039 0.024 0.245 -0.141 0.007 |\n", - "| omega_s | 0.013 0.014 -0.018 0.909 0.327 0.050 0.011 -0.079 0.073 -0.007 -0.045 0.027 -0.003 -0.168 1.000 0.001 -0.000 -0.014 -0.055 -0.031 -0.010 -0.131 0.088 -0.010 |\n", - "| Dbar_s | -0.001 0.022 0.032 0.001 0.001 0.000 0.002 0.063 0.002 0.033 0.002 0.001 -0.001 0.000 0.001 1.000 -0.003 0.044 0.001 0.047 0.036 0.001 -0.000 0.037 |\n", - "| DDstar_s | 0.006 0.042 0.004 -0.000 -0.001 0.001 0.009 0.078 -0.000 0.043 0.049 -0.009 -0.002 0.001 -0.000 -0.003 1.000 0.070 0.001 0.038 0.036 0.001 0.004 0.036 |\n", - "| p4160_p | -0.549 0.290 0.056 -0.012 -0.016 -0.000 -0.202 -0.013 -0.094 0.325 0.236 -0.406 -0.058 0.009 -0.014 0.044 0.070 1.000 -0.001 0.249 -0.002 0.019 0.031 -0.149 |\n", - "| phi_p | 0.002 -0.000 0.005 -0.046 0.088 0.611 0.003 -0.022 0.008 -0.000 0.005 -0.004 0.002 0.054 -0.055 0.001 0.001 -0.001 1.000 -0.000 0.002 0.016 -0.003 -0.002 |\n", - "| p3770_p | -0.160 0.058 0.371 -0.024 -0.026 0.000 -0.076 0.102 -0.125 0.194 0.281 -0.256 -0.067 0.039 -0.031 0.047 0.038 0.249 -0.000 1.000 -0.219 0.047 0.154 0.001 |\n", - "| p3770_s | 0.079 -0.022 -0.028 -0.006 0.015 -0.011 0.012 -0.029 -0.103 -0.062 0.164 -0.158 0.011 0.024 -0.010 0.036 0.036 -0.002 0.002 -0.219 1.000 0.046 0.075 -0.415 |\n", - "| bplus_0 | 0.020 0.009 0.037 -0.086 -0.065 -0.019 0.039 -0.034 0.036 0.016 0.035 -0.008 0.026 0.245 -0.131 0.001 0.001 0.019 0.016 0.047 0.046 1.000 -0.811 -0.003 |\n", - "| bplus_1 | -0.027 -0.112 0.188 0.059 0.053 0.024 -0.004 0.072 -0.356 0.016 0.389 -0.187 0.086 -0.141 0.088 -0.000 0.004 0.031 -0.003 0.154 0.075 -0.811 1.000 0.024 |\n", - "| psi2s_p | -0.049 -0.105 -0.011 -0.009 -0.004 -0.004 -0.068 -0.016 0.004 -0.214 -0.015 0.188 0.013 0.007 -0.010 0.037 0.036 -0.149 -0.002 0.001 -0.415 -0.003 0.024 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17009839871939636}), (, {'error': 0.17373117412559047}), (, {'error': 0.3495825049815977}), (, {'error': 0.5763887886614456}), (, {'error': 0.42584833668507205}), (, {'error': 0.9926336449574586}), (, {'error': 0.16751102097706294}), (, {'error': 0.026610884806773427}), (, {'error': 0.09591308976424606}), (, {'error': 0.18355496529292248}), (, {'error': 0.36691696032717225}), (, {'error': 0.22150073063918235}), (, {'error': 0.1897037495635756}), (, {'error': 0.32510528482708784}), (, {'error': 3.881971977357772}), (, {'error': 0.022996947892311492}), (, {'error': 0.029192897575606752}), (, {'error': 0.09346107099784984}), (, {'error': 0.21614255021235795}), (, {'error': 0.1057554102971543}), (, {'error': 0.23237804417338515}), (, {'error': 0.021544774678438516}), (, {'error': 0.04626912896692492}), (, {'error': 0.0315490347994416})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.305 0.350 0.044 0.969 0.001 0.896 -0.044 -0.094 -0.904 0.607 -0.866 -0.809 -0.612 -0.973 -0.426 0.227 0.215 0.222 0.529 0.679 |\n", + "| psi2s_p | 0.305 1.000 0.180 0.013 0.187 0.000 0.421 -0.015 -0.033 -0.319 0.421 -0.314 -0.287 -0.194 -0.322 0.154 0.068 0.220 0.053 0.306 0.427 |\n", + "| p3770_s | 0.350 0.180 1.000 0.015 0.393 0.000 0.309 -0.012 -0.038 -0.309 0.083 -0.266 -0.225 -0.191 -0.343 -0.307 0.069 0.181 -0.169 0.214 0.168 |\n", + "| phi_p | 0.044 0.013 0.015 1.000 0.044 0.001 0.038 0.013 -0.016 -0.038 0.025 -0.037 -0.034 -0.053 -0.043 -0.016 -0.386 0.007 0.014 0.022 0.023 |\n", + "| Dbar_p | 0.969 0.187 0.393 0.044 1.000 0.001 0.859 -0.044 -0.090 -0.882 0.538 -0.850 -0.774 -0.598 -0.973 -0.517 0.222 0.208 0.137 0.514 0.544 |\n", + "| omega_p | 0.001 0.000 0.000 0.001 0.001 1.000 0.001 -0.054 0.010 -0.001 0.000 -0.001 -0.001 0.007 -0.001 -0.000 -0.002 0.000 0.000 0.000 0.000 |\n", + "| p4160_p | 0.896 0.421 0.309 0.038 0.859 0.001 1.000 -0.038 -0.082 -0.814 0.638 -0.856 -0.749 -0.531 -0.906 -0.268 0.196 0.217 0.125 0.611 0.688 |\n", + "| omega_s | -0.044 -0.015 -0.012 0.013 -0.044 -0.054 -0.038 1.000 -0.390 0.039 -0.026 0.037 0.036 0.207 0.044 0.016 0.024 -0.007 -0.017 -0.022 -0.026 |\n", + "| rho_s | -0.094 -0.033 -0.038 -0.016 -0.090 0.010 -0.082 -0.390 1.000 0.080 -0.055 0.077 0.069 0.210 0.092 0.028 -0.022 -0.024 -0.027 -0.051 -0.057 |\n", + "| p4415_s | -0.904 -0.319 -0.309 -0.038 -0.882 -0.001 -0.814 0.039 0.080 1.000 -0.571 0.790 0.796 0.539 0.898 0.351 -0.201 -0.160 -0.088 -0.532 -0.574 |\n", + "| p3770_p | 0.607 0.421 0.083 0.025 0.538 0.000 0.638 -0.026 -0.055 -0.571 1.000 -0.571 -0.491 -0.360 -0.609 -0.091 0.133 0.284 0.088 0.426 0.531 |\n", + "| p4040_s | -0.866 -0.314 -0.266 -0.037 -0.850 -0.001 -0.856 0.037 0.077 0.790 -0.571 1.000 0.623 0.516 0.858 0.371 -0.193 -0.294 -0.023 -0.550 -0.539 |\n", + "| p4160_s | -0.809 -0.287 -0.225 -0.034 -0.774 -0.001 -0.749 0.036 0.069 0.796 -0.491 0.623 1.000 0.485 0.799 0.278 -0.182 0.017 -0.125 -0.495 -0.511 |\n", + "| rho_p | -0.612 -0.194 -0.191 -0.053 -0.598 0.007 -0.531 0.207 0.210 0.539 -0.360 0.516 0.485 1.000 0.606 0.278 -0.060 -0.105 -0.212 -0.311 -0.360 |\n", + "| DDstar_p | -0.973 -0.322 -0.343 -0.043 -0.973 -0.001 -0.906 0.044 0.092 0.898 -0.609 0.858 0.799 0.606 1.000 0.386 -0.224 -0.231 -0.225 -0.555 -0.658 |\n", + "| jpsi_p | -0.426 0.154 -0.307 -0.016 -0.517 -0.000 -0.268 0.016 0.028 0.351 -0.091 0.371 0.278 0.278 0.386 1.000 -0.123 -0.049 0.129 -0.124 0.151 |\n", + "| phi_s | 0.227 0.068 0.069 -0.386 0.222 -0.002 0.196 0.024 -0.022 -0.201 0.133 -0.193 -0.182 -0.060 -0.224 -0.123 1.000 0.035 0.079 0.113 0.133 |\n", + "| p4040_p | 0.215 0.220 0.181 0.007 0.208 0.000 0.217 -0.007 -0.024 -0.160 0.284 -0.294 0.017 -0.105 -0.231 -0.049 0.035 1.000 -0.064 0.218 0.284 |\n", + "| Ctt | 0.222 0.053 -0.169 0.014 0.137 0.000 0.125 -0.017 -0.027 -0.088 0.088 -0.023 -0.125 -0.212 -0.225 0.129 0.079 -0.064 1.000 0.082 0.578 |\n", + "| p4415_p | 0.529 0.306 0.214 0.022 0.514 0.000 0.611 -0.022 -0.051 -0.532 0.426 -0.550 -0.495 -0.311 -0.555 -0.124 0.113 0.218 0.082 1.000 0.486 |\n", + "| Dbar_s | 0.679 0.427 0.168 0.023 0.544 0.000 0.688 -0.026 -0.057 -0.574 0.531 -0.539 -0.511 -0.360 -0.658 0.151 0.133 0.284 0.578 0.486 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.44432734035601773}), (, {'error': 0.036878739372118385}), (, {'error': 0.24163170716043492}), (, {'error': 0.26685061243518327}), (, {'error': 1.8938003749931651}), (, {'error': 0.054040277888346644}), (, {'error': 0.22973618802672702}), (, {'error': 0.829485303113572}), (, {'error': 0.2989728525092007}), (, {'error': 0.38666282968402443}), (, {'error': 0.15417732883821156}), (, {'error': 0.31470454090350336}), (, {'error': 0.25436916099940765}), (, {'error': 0.3612520088186706}), (, {'error': 12.198321041217582}), (, {'error': 0.0341789794736318}), (, {'error': 0.8446426355961574}), (, {'error': 0.20400260325872943}), (, {'error': 0.1702500087999711}), (, {'error': 0.17438998662216543}), (, {'error': 0.14016386934785113})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 7/50\n", - "Time taken: 16 min, 7 s\n", - "Projected time left: 1 h, 38 min\n", + "Toy 7/15\n", + "Time taken: 13 min, 21 s\n", + "Projected time left: 15 min, 12 s\n", "Toy 7: Generating data...\n", "Toy 7: Data generation finished\n", "Toy 7: Loading data...\n", "Toy 7: Loading data finished\n", "Toy 7: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=917 (917 total) |\n", - "| EDM = 0.000373 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=639 (639 total) |\n", + "| EDM = 0.000874 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2172,83 +2228,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297368.8341067544\n", + "Function minimum: 297772.108219668\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.94 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.26 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -4.43 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.93 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.012 | 0.373 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 19.7 | 2.2 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.19 | 0.18 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.696 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.22 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -1.97 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -6.28 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.73 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.08 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9.0 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.10 | 0.14 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.39 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.27 | 0.51 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.40 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.60 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.399 | 0.031 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.927 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.06 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.59 | 0.22 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -5.21 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -2.13 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 8.4 | 1.6 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.33 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.14 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -4.80 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 4.483 | 0.025 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17.0 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.48 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.31 | 0.16 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.26 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.072 -0.076 0.004 0.051 -0.024 0.173 -0.011 -0.190 -0.214 0.063 0.348 0.215 0.030 -0.008 -0.004 -0.245 -0.494 -0.011 -0.186 0.069 -0.053 0.107 -0.010 |\n", - "| p4415_p | -0.072 1.000 -0.072 -0.006 0.055 -0.025 -0.064 0.006 -0.276 0.158 0.076 0.079 -0.157 0.015 -0.010 0.005 -0.246 0.277 -0.013 -0.027 -0.024 -0.049 0.178 -0.038 |\n", - "| Dbar_p | -0.076 -0.072 1.000 0.015 0.015 -0.012 -0.048 0.186 0.003 -0.084 0.060 -0.293 0.060 0.035 -0.002 0.019 -0.227 -0.044 -0.004 0.242 -0.085 -0.021 -0.055 -0.030 |\n", - "| omega_p | 0.004 -0.006 0.015 1.000 -0.198 0.074 0.005 -0.029 0.041 -0.002 -0.014 -0.005 0.011 0.528 0.622 0.001 0.059 -0.008 0.097 -0.001 0.003 -0.254 0.203 -0.002 |\n", - "| rho_p | 0.051 0.055 0.015 -0.198 1.000 -0.057 0.059 -0.067 -0.260 -0.003 0.014 0.097 -0.008 0.166 -0.029 0.001 -0.055 -0.002 -0.098 -0.020 0.017 0.208 -0.175 0.002 |\n", - "| phi_s | -0.024 -0.025 -0.012 0.074 -0.057 1.000 -0.027 -0.018 0.078 -0.007 0.002 -0.029 -0.001 -0.054 0.007 0.000 -0.007 -0.006 0.929 0.000 -0.019 0.056 -0.044 -0.012 |\n", - "| p4160_s | 0.173 -0.064 -0.048 0.005 0.059 -0.027 1.000 -0.010 -0.186 0.260 0.035 0.281 0.330 0.038 -0.009 -0.002 -0.129 -0.160 -0.012 -0.091 0.010 -0.036 0.049 -0.037 |\n", - "| jpsi_p | -0.011 0.006 0.186 -0.029 -0.067 -0.018 -0.010 1.000 -0.175 -0.085 0.063 0.235 -0.018 -0.064 -0.006 0.041 -0.070 -0.050 -0.035 -0.009 -0.077 0.106 -0.035 -0.022 |\n", - "| bplus_2 | -0.190 -0.276 0.003 0.041 -0.260 0.078 -0.186 -0.175 1.000 0.042 -0.085 -0.676 0.121 -0.044 0.041 0.002 0.352 -0.002 0.043 0.138 0.080 -0.070 -0.195 -0.070 |\n", - "| p4040_p | -0.214 0.158 -0.084 -0.002 -0.003 -0.007 0.260 -0.085 0.042 1.000 0.007 -0.305 -0.067 -0.002 -0.002 0.014 0.046 0.290 -0.007 0.178 -0.048 -0.021 0.038 -0.196 |\n", - "| DDstar_p | 0.063 0.076 0.060 -0.014 0.014 0.002 0.035 0.063 -0.085 0.007 1.000 0.020 -0.004 -0.023 -0.003 -0.002 -0.244 0.027 0.001 -0.039 -0.012 0.011 0.078 0.058 |\n", - "| Ctt | 0.348 0.079 -0.293 -0.005 0.097 -0.029 0.281 0.235 -0.676 -0.305 0.020 1.000 0.169 0.030 -0.014 -0.000 -0.090 -0.333 -0.011 -0.266 -0.146 0.018 0.116 0.225 |\n", - "| p4415_s | 0.215 -0.157 0.060 0.011 -0.008 -0.001 0.330 -0.018 0.121 -0.067 -0.004 0.169 1.000 0.018 0.002 0.000 0.011 -0.137 0.001 -0.074 0.016 -0.000 -0.100 0.036 |\n", - "| rho_s | 0.030 0.015 0.035 0.528 0.166 -0.054 0.038 -0.064 -0.044 -0.002 -0.023 0.030 0.018 1.000 0.103 0.001 0.093 -0.012 -0.031 -0.006 0.018 -0.374 0.287 0.002 |\n", - "| omega_s | -0.008 -0.010 -0.002 0.622 -0.029 0.007 -0.009 -0.006 0.041 -0.002 -0.003 -0.014 0.002 0.103 1.000 0.000 0.011 -0.003 -0.005 0.001 -0.005 -0.038 0.031 -0.004 |\n", - "| Dbar_s | -0.004 0.005 0.019 0.001 0.001 0.000 -0.002 0.041 0.002 0.014 -0.002 -0.000 0.000 0.001 0.000 1.000 0.006 0.019 0.001 0.033 0.022 0.001 -0.006 0.021 |\n", - "| DDstar_s | -0.245 -0.246 -0.227 0.059 -0.055 -0.007 -0.129 -0.070 0.352 0.046 -0.244 -0.090 0.011 0.093 0.011 0.006 1.000 0.014 -0.000 0.242 0.128 -0.035 -0.336 -0.151 |\n", - "| p4160_p | -0.494 0.277 -0.044 -0.008 -0.002 -0.006 -0.160 -0.050 -0.002 0.290 0.027 -0.333 -0.137 -0.012 -0.003 0.019 0.014 1.000 -0.008 0.169 -0.015 -0.010 0.061 -0.134 |\n", - "| phi_p | -0.011 -0.013 -0.004 0.097 -0.098 0.929 -0.012 -0.035 0.043 -0.007 0.001 -0.011 0.001 -0.031 -0.005 0.001 -0.000 -0.008 1.000 -0.004 -0.013 -0.011 0.013 -0.010 |\n", - "| p3770_p | -0.186 -0.027 0.242 -0.001 -0.020 0.000 -0.091 -0.009 0.138 0.178 -0.039 -0.266 -0.074 -0.006 0.001 0.033 0.242 0.169 -0.004 1.000 -0.187 0.056 -0.166 -0.020 |\n", - "| p3770_s | 0.069 -0.024 -0.085 0.003 0.017 -0.019 0.010 -0.077 0.080 -0.048 -0.012 -0.146 0.016 0.018 -0.005 0.022 0.128 -0.015 -0.013 -0.187 1.000 -0.011 -0.055 -0.468 |\n", - "| bplus_0 | -0.053 -0.049 -0.021 -0.254 0.208 0.056 -0.036 0.106 -0.070 -0.021 0.011 0.018 -0.000 -0.374 -0.038 0.001 -0.035 -0.010 -0.011 0.056 -0.011 1.000 -0.894 -0.023 |\n", - "| bplus_1 | 0.107 0.178 -0.055 0.203 -0.175 -0.044 0.049 -0.035 -0.195 0.038 0.078 0.116 -0.100 0.287 0.031 -0.006 -0.336 0.061 0.013 -0.166 -0.055 -0.894 1.000 0.069 |\n", - "| psi2s_p | -0.010 -0.038 -0.030 -0.002 0.002 -0.012 -0.037 -0.022 -0.070 -0.196 0.058 0.225 0.036 0.002 -0.004 0.021 -0.151 -0.134 -0.010 -0.020 -0.468 -0.023 0.069 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17794972810283088}), (, {'error': 0.20207921664866024}), (, {'error': 0.3026210433595331}), (, {'error': 0.2863804593356356}), (, {'error': 0.37283074010859085}), (, {'error': 2.246152612185968}), (, {'error': 0.17701594559690714}), (, {'error': 0.023817419650067784}), (, {'error': 0.08335512714575422}), (, {'error': 0.20421188286746617}), (, {'error': 0.2154690327210682}), (, {'error': 0.2067437391768709}), (, {'error': 0.201141349212906}), (, {'error': 0.4035128804397898}), (, {'error': 1.1309520826515551}), (, {'error': 0.015809100536609832}), (, {'error': 0.13817957820142593}), (, {'error': 0.10137391695977538}), (, {'error': 0.5096116212691331}), (, {'error': 0.09396498157006361}), (, {'error': 0.229654805497566}), (, {'error': 0.030843396141875923}), (, {'error': 0.06041659791219112}), (, {'error': 0.031213061882957582})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.028 -0.013 -0.000 -0.013 0.001 0.031 0.002 -0.001 -0.001 0.015 0.004 -0.002 -0.003 0.003 0.066 0.002 0.014 0.024 0.021 -0.002 |\n", + "| psi2s_p | 0.028 1.000 0.259 0.002 0.088 -0.006 0.280 -0.007 -0.003 -0.180 0.290 -0.217 -0.104 0.000 0.202 -0.097 -0.005 0.225 -0.450 0.125 0.026 |\n", + "| p3770_s | -0.013 0.259 1.000 -0.001 -0.084 -0.001 -0.030 -0.003 -0.005 0.066 -0.186 0.182 0.088 0.012 -0.099 -0.063 -0.013 0.013 -0.044 0.015 -0.015 |\n", + "| phi_p | -0.000 0.002 -0.001 1.000 0.001 -0.007 0.000 0.007 -0.007 0.001 0.000 0.001 0.001 -0.019 0.001 0.011 -0.457 0.000 0.003 0.000 -0.000 |\n", + "| Dbar_p | -0.013 0.088 -0.084 0.001 1.000 -0.001 -0.171 0.002 -0.006 -0.024 -0.061 -0.035 -0.058 -0.005 -0.593 -0.244 0.005 -0.171 -0.496 -0.127 0.006 |\n", + "| omega_p | 0.001 -0.006 -0.001 -0.007 -0.001 1.000 -0.004 0.860 0.456 -0.002 -0.003 -0.003 -0.003 -0.018 0.010 -0.018 0.060 -0.005 0.006 -0.004 0.001 |\n", + "| p4160_p | 0.031 0.280 -0.030 0.000 -0.171 -0.004 1.000 -0.009 0.004 0.013 0.253 -0.497 -0.150 0.015 0.225 -0.060 -0.016 0.158 -0.322 0.289 0.001 |\n", + "| omega_s | 0.002 -0.007 -0.003 0.007 0.002 0.860 -0.009 1.000 0.183 -0.001 -0.005 -0.002 -0.003 0.027 0.030 -0.004 0.059 -0.010 0.022 -0.008 0.001 |\n", + "| rho_s | -0.001 -0.003 -0.005 -0.007 -0.006 0.456 0.004 0.183 1.000 -0.007 0.000 -0.004 -0.008 0.112 -0.028 -0.015 0.036 0.000 -0.017 0.002 -0.000 |\n", + "| p4415_s | -0.001 -0.180 0.066 0.001 -0.024 -0.002 0.013 -0.001 -0.007 1.000 -0.124 0.144 0.324 -0.003 -0.314 0.025 -0.000 0.082 0.290 -0.106 0.006 |\n", + "| p3770_p | 0.015 0.290 -0.186 0.000 -0.061 -0.003 0.253 -0.005 0.000 -0.124 1.000 -0.152 -0.042 0.006 0.220 -0.052 -0.007 0.249 -0.312 0.126 0.007 |\n", + "| p4040_s | 0.004 -0.217 0.182 0.001 -0.035 -0.003 -0.497 -0.002 -0.004 0.144 -0.152 1.000 0.015 -0.001 -0.284 0.033 -0.002 -0.213 0.355 -0.195 0.007 |\n", + "| p4160_s | -0.002 -0.104 0.088 0.001 -0.058 -0.003 -0.150 -0.003 -0.008 0.324 -0.042 0.015 1.000 0.002 -0.306 -0.005 -0.006 0.356 0.213 -0.154 0.001 |\n", + "| rho_p | -0.003 0.000 0.012 -0.019 -0.005 -0.018 0.015 0.027 0.112 -0.003 0.006 -0.001 0.002 1.000 -0.060 -0.068 0.053 0.017 -0.058 0.012 -0.001 |\n", + "| DDstar_p | 0.003 0.202 -0.099 0.001 -0.593 0.010 0.225 0.030 -0.028 -0.314 0.220 -0.284 -0.306 -0.060 1.000 0.364 0.056 0.041 0.137 -0.017 -0.034 |\n", + "| jpsi_p | 0.066 -0.097 -0.063 0.011 -0.244 -0.018 -0.060 -0.004 -0.015 0.025 -0.052 0.033 -0.005 -0.068 0.364 1.000 0.046 -0.083 0.467 -0.033 0.031 |\n", + "| phi_s | 0.002 -0.005 -0.013 -0.457 0.005 0.060 -0.016 0.059 0.036 -0.000 -0.007 -0.002 -0.006 0.053 0.056 0.046 1.000 -0.020 0.053 -0.014 0.001 |\n", + "| p4040_p | 0.014 0.225 0.013 0.000 -0.171 -0.005 0.158 -0.010 0.000 0.082 0.249 -0.213 0.356 0.017 0.041 -0.083 -0.020 1.000 -0.212 0.140 -0.002 |\n", + "| Ctt | 0.024 -0.450 -0.044 0.003 -0.496 0.006 -0.322 0.022 -0.017 0.290 -0.312 0.355 0.213 -0.058 0.137 0.467 0.053 -0.212 1.000 -0.113 0.000 |\n", + "| p4415_p | 0.021 0.125 0.015 0.000 -0.127 -0.004 0.289 -0.008 0.002 -0.106 0.126 -0.195 -0.154 0.012 -0.017 -0.033 -0.014 0.140 -0.113 1.000 0.001 |\n", + "| Dbar_s | -0.002 0.026 -0.015 -0.000 0.006 0.001 0.001 0.001 -0.000 0.006 0.007 0.007 0.001 -0.001 -0.034 0.031 0.001 -0.002 0.000 0.001 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.02099265254406224}), (, {'error': 0.031985686677148184}), (, {'error': 0.22422202104896494}), (, {'error': 0.629860846787544}), (, {'error': 0.2897974450867711}), (, {'error': 0.4533501907734814}), (, {'error': 0.0995713895967607}), (, {'error': 1.617330652551181}), (, {'error': 0.344499363289316}), (, {'error': 0.18359678355700648}), (, {'error': 0.10372422017612504}), (, {'error': 0.16911810203173783}), (, {'error': 0.16635223490472117}), (, {'error': 0.27793624202621325}), (, {'error': 0.21326674855152516}), (, {'error': 0.02491082064701633}), (, {'error': 0.8710227308396323}), (, {'error': 0.13813721431423853}), (, {'error': 0.15508536610717105}), (, {'error': 0.156953300068557}), (, {'error': 0.012042467227299236})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 8/50\n", - "Time taken: 18 min, 23 s\n", - "Projected time left: 1 h, 35 min\n", + "Toy 8/15\n", + "Time taken: 15 min, 6 s\n", + "Projected time left: 13 min, 11 s\n", "Toy 8: Generating data...\n", "Toy 8: Data generation finished\n", "Toy 8: Loading data...\n", "Toy 8: Loading data finished\n", "Toy 8: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=323 (323 total) |\n", - "| EDM = 2.07E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.976E+05 | Ncalls=1062 (1062 total) |\n", + "| EDM = 6.61E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2258,249 +2308,231 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297068.25248967746\n", + "Function minimum: 297565.8770833331\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.14 | 0.05 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.94 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 0.78 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.10 | 0.08 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -5 | 12 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 19.0 | 0.3 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.28 | 0.05 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.644 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.382 | 0.017 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.63 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 4.12 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.11 | 0.04 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.32 | 0.06 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.05 | 1.45 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.2 | 0.4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.077 | 0.024 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.217 | 0.022 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.221 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -5.73 | 0.08 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.23 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.78 | 0.07 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.416 | 0.002 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.763 | 0.003 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.785 | 0.010 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.05 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 1.97 | 0.23 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -1.87 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | -5.57 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.24 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.29 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -1.04 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -1.729 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.92 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.44 | 0.15 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.54 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.017 0.001 0.028 0.062 -0.010 -0.026 0.003 -0.037 -0.004 0.021 0.044 0.009 -0.062 -0.040 -0.006 -0.007 -0.054 0.028 0.016 0.015 -0.010 -0.008 -0.021 |\n", - "| p4415_p | -0.017 1.000 0.013 0.036 0.080 -0.012 -0.026 0.001 -0.043 0.024 0.003 0.036 -0.009 -0.081 -0.052 0.006 -0.015 0.031 0.036 0.014 0.007 -0.029 -0.028 -0.012 |\n", - "| Dbar_p | 0.001 0.013 1.000 0.195 0.441 -0.062 0.020 -0.003 -0.283 -0.010 -0.118 0.122 0.028 -0.441 -0.282 0.204 -0.140 -0.009 0.195 0.027 -0.004 -0.221 -0.211 -0.031 |\n", - "| omega_p | 0.028 0.036 0.195 1.000 0.449 -0.065 0.035 0.051 -0.329 0.035 -0.183 0.180 0.024 -0.450 -0.241 0.177 -0.119 0.032 0.201 0.045 0.049 -0.269 -0.259 0.007 |\n", - "| rho_p | 0.062 0.080 0.441 0.449 1.000 -0.151 0.078 0.115 -0.745 0.079 -0.415 0.408 0.054 -0.999 -0.641 0.401 -0.270 0.073 0.449 0.102 0.111 -0.608 -0.586 0.015 |\n", - "| phi_s | -0.010 -0.012 -0.062 -0.065 -0.151 1.000 -0.012 -0.020 0.101 -0.012 0.058 -0.055 -0.008 0.152 0.097 -0.054 0.035 -0.011 0.049 -0.015 -0.017 0.084 0.081 -0.003 |\n", - "| p4160_s | -0.026 -0.026 0.020 0.035 0.078 -0.012 1.000 -0.000 -0.047 0.059 0.009 0.057 0.023 -0.078 -0.050 -0.004 0.009 -0.010 0.035 0.010 0.010 -0.017 -0.015 -0.018 |\n", - "| jpsi_p | 0.003 0.001 -0.003 0.051 0.115 -0.020 -0.000 1.000 -0.068 0.002 -0.002 0.007 -0.001 -0.115 -0.075 0.049 -0.054 0.006 0.051 0.011 0.016 -0.043 -0.041 0.014 |\n", - "| bplus_2 | -0.037 -0.043 -0.283 -0.329 -0.745 0.101 -0.047 -0.068 1.000 -0.042 0.281 -0.250 -0.052 0.746 0.475 -0.272 0.202 -0.034 -0.327 -0.069 -0.067 0.422 0.406 -0.011 |\n", - "| p4040_p | -0.004 0.024 -0.010 0.035 0.079 -0.012 0.059 0.002 -0.042 1.000 -0.025 -0.012 0.016 -0.079 -0.051 0.039 -0.068 -0.001 0.035 0.018 -0.015 -0.046 -0.046 -0.019 |\n", - "| DDstar_p | 0.021 0.003 -0.118 -0.183 -0.415 0.058 0.009 -0.002 0.281 -0.025 1.000 -0.162 0.004 0.415 0.265 -0.107 0.090 -0.016 -0.183 -0.048 -0.025 0.189 0.176 0.028 |\n", - "| Ctt | 0.044 0.036 0.122 0.180 0.408 -0.055 0.057 0.007 -0.250 -0.012 -0.162 1.000 0.059 -0.409 -0.260 0.151 -0.144 -0.010 0.180 0.032 0.025 -0.237 -0.231 0.032 |\n", - "| p4415_s | 0.009 -0.009 0.028 0.024 0.054 -0.008 0.023 -0.001 -0.052 0.016 0.004 0.059 1.000 -0.054 -0.035 0.004 0.029 0.032 0.024 0.002 0.007 -0.007 -0.003 -0.007 |\n", - "| rho_s | -0.062 -0.081 -0.441 -0.450 -0.999 0.152 -0.078 -0.115 0.746 -0.079 0.415 -0.409 -0.054 1.000 0.643 -0.402 0.270 -0.073 -0.449 -0.102 -0.111 0.609 0.587 -0.015 |\n", - "| omega_s | -0.040 -0.052 -0.282 -0.241 -0.641 0.097 -0.050 -0.075 0.475 -0.051 0.265 -0.260 -0.035 0.643 1.000 -0.256 0.171 -0.047 -0.290 -0.065 -0.072 0.390 0.375 -0.010 |\n", - "| Dbar_s | -0.006 0.006 0.204 0.177 0.401 -0.054 -0.004 0.049 -0.272 0.039 -0.107 0.151 0.004 -0.402 -0.256 1.000 -0.019 0.037 0.178 0.094 0.055 -0.189 -0.177 0.009 |\n", - "| DDstar_s | -0.007 -0.015 -0.140 -0.119 -0.270 0.035 0.009 -0.054 0.202 -0.068 0.090 -0.144 0.029 0.270 0.171 -0.019 1.000 -0.078 -0.120 -0.067 -0.066 0.120 0.108 -0.021 |\n", - "| p4160_p | -0.054 0.031 -0.009 0.032 0.073 -0.011 -0.010 0.006 -0.034 -0.001 -0.016 -0.010 0.032 -0.073 -0.047 0.037 -0.078 1.000 0.032 0.021 0.000 -0.043 -0.044 -0.009 |\n", - "| phi_p | 0.028 0.036 0.195 0.201 0.449 0.049 0.035 0.051 -0.327 0.035 -0.183 0.180 0.024 -0.449 -0.290 0.178 -0.120 0.032 1.000 0.045 0.050 -0.268 -0.259 0.007 |\n", - "| p3770_p | 0.016 0.014 0.027 0.045 0.102 -0.015 0.010 0.011 -0.069 0.018 -0.048 0.032 0.002 -0.102 -0.065 0.094 -0.067 0.021 0.045 1.000 -0.038 -0.057 -0.056 -0.007 |\n", - "| p3770_s | 0.015 0.007 -0.004 0.049 0.111 -0.017 0.010 0.016 -0.067 -0.015 -0.025 0.025 0.007 -0.111 -0.072 0.055 -0.066 0.000 0.050 -0.038 1.000 -0.049 -0.048 -0.052 |\n", - "| bplus_0 | -0.010 -0.029 -0.221 -0.269 -0.608 0.084 -0.017 -0.043 0.422 -0.046 0.189 -0.237 -0.007 0.609 0.390 -0.189 0.120 -0.043 -0.268 -0.057 -0.049 1.000 0.294 0.008 |\n", - "| bplus_1 | -0.008 -0.028 -0.211 -0.259 -0.586 0.081 -0.015 -0.041 0.406 -0.046 0.176 -0.231 -0.003 0.587 0.375 -0.177 0.108 -0.044 -0.259 -0.056 -0.048 0.294 1.000 0.009 |\n", - "| psi2s_p | -0.021 -0.012 -0.031 0.007 0.015 -0.003 -0.018 0.014 -0.011 -0.019 0.028 0.032 -0.007 -0.015 -0.010 0.009 -0.021 -0.009 0.007 -0.007 -0.052 0.008 0.009 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.0479704104558798}), (, {'error': 0.05395993038768587}), (, {'error': 0.24038866387933178}), (, {'error': 0.08294365336143183}), (, {'error': 12.04764294050246}), (, {'error': 0.31812102984616786}), (, {'error': 0.04808881015497546}), (, {'error': 0.00804478543633369}), (, {'error': 0.017386020836641314}), (, {'error': 0.049632692689270064}), (, {'error': 0.07182058437290184}), (, {'error': 0.035247593138535094}), (, {'error': 0.05968874357886078}), (, {'error': 1.4469412619787445}), (, {'error': 0.4238986980101096}), (, {'error': 0.023909737783067972}), (, {'error': 0.021849482035909168}), (, {'error': 0.027678748093707295}), (, {'error': 0.07790876749729847}), (, {'error': 0.03592720157337492}), (, {'error': 0.0724288272048208}), (, {'error': 0.0015507711479296749}), (, {'error': 0.0027682108456380528}), (, {'error': 0.010278634677455045})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.019 -0.007 -0.000 0.004 0.000 0.022 -0.000 0.000 0.008 0.003 0.012 0.007 -0.000 0.047 0.048 0.000 0.017 0.018 0.021 -0.001 |\n", + "| psi2s_p | 0.019 1.000 0.209 0.004 0.140 -0.004 0.277 0.003 -0.004 -0.187 0.298 -0.228 -0.103 -0.000 0.182 -0.032 -0.003 0.132 -0.446 0.076 0.024 |\n", + "| p3770_s | -0.007 0.209 1.000 -0.001 -0.127 0.005 -0.046 0.001 0.001 0.067 -0.151 0.153 0.088 0.004 -0.081 -0.084 -0.012 0.071 -0.017 0.024 -0.013 |\n", + "| phi_p | -0.000 0.004 -0.001 1.000 0.002 -0.051 0.000 0.000 -0.032 0.002 0.000 0.002 0.002 -0.006 0.002 0.020 -0.716 0.002 0.005 0.001 -0.000 |\n", + "| Dbar_p | 0.004 0.140 -0.127 0.002 1.000 -0.014 -0.203 0.000 -0.020 -0.041 -0.031 -0.017 -0.118 -0.003 -0.622 -0.228 0.010 -0.245 -0.540 -0.194 0.003 |\n", + "| omega_p | 0.000 -0.004 0.005 -0.051 -0.014 1.000 0.006 -0.641 0.634 -0.009 0.003 -0.008 -0.006 -0.070 -0.031 -0.043 0.059 0.004 -0.033 0.001 -0.000 |\n", + "| p4160_p | 0.022 0.277 -0.046 0.000 -0.203 0.006 1.000 0.001 0.006 -0.060 0.232 -0.423 -0.152 0.002 0.313 0.024 -0.009 -0.037 -0.264 0.296 0.002 |\n", + "| omega_s | -0.000 0.003 0.001 0.000 0.000 -0.641 0.001 1.000 -0.194 0.001 0.001 0.001 0.002 0.013 -0.003 0.008 -0.025 0.003 -0.002 0.002 -0.000 |\n", + "| rho_s | 0.000 -0.004 0.001 -0.032 -0.020 0.634 0.006 -0.194 1.000 -0.013 0.002 -0.010 -0.012 -0.060 -0.041 -0.031 0.038 0.001 -0.035 -0.001 -0.001 |\n", + "| p4415_s | 0.008 -0.187 0.067 0.002 -0.041 -0.009 -0.060 0.001 -0.013 1.000 -0.104 0.065 0.330 -0.001 -0.215 -0.011 0.002 0.111 0.268 -0.131 0.006 |\n", + "| p3770_p | 0.003 0.298 -0.151 0.000 -0.031 0.003 0.232 0.001 0.002 -0.104 1.000 -0.162 0.001 0.002 0.166 -0.025 -0.006 0.213 -0.294 0.107 0.004 |\n", + "| p4040_s | 0.012 -0.228 0.153 0.002 -0.017 -0.008 -0.423 0.001 -0.010 0.065 -0.162 1.000 -0.220 -0.002 -0.140 0.039 0.006 -0.232 0.337 -0.211 0.009 |\n", + "| p4160_s | 0.007 -0.103 0.088 0.002 -0.118 -0.006 -0.152 0.002 -0.012 0.330 0.001 -0.220 1.000 0.001 -0.220 -0.050 -0.004 0.342 0.190 -0.098 -0.001 |\n", + "| rho_p | -0.000 -0.000 0.004 -0.006 -0.003 -0.070 0.002 0.013 -0.060 -0.001 0.002 -0.002 0.001 1.000 -0.011 -0.017 0.012 0.004 -0.013 0.002 -0.000 |\n", + "| DDstar_p | 0.047 0.182 -0.081 0.002 -0.622 -0.031 0.313 -0.003 -0.041 -0.215 0.166 -0.140 -0.220 -0.011 1.000 0.482 0.035 0.034 0.266 0.025 -0.029 |\n", + "| jpsi_p | 0.048 -0.032 -0.084 0.020 -0.228 -0.043 0.024 0.008 -0.031 -0.011 -0.025 0.039 -0.050 -0.017 0.482 1.000 0.030 -0.059 0.441 -0.007 0.030 |\n", + "| phi_s | 0.000 -0.003 -0.012 -0.716 0.010 0.059 -0.009 -0.025 0.038 0.002 -0.006 0.006 -0.004 0.012 0.035 0.030 1.000 -0.014 0.039 -0.007 0.001 |\n", + "| p4040_p | 0.017 0.132 0.071 0.002 -0.245 0.004 -0.037 0.003 0.001 0.111 0.213 -0.232 0.342 0.004 0.034 -0.059 -0.014 1.000 -0.057 0.084 0.001 |\n", + "| Ctt | 0.018 -0.446 -0.017 0.005 -0.540 -0.033 -0.264 -0.002 -0.035 0.268 -0.294 0.337 0.190 -0.013 0.266 0.441 0.039 -0.057 1.000 -0.020 0.004 |\n", + "| p4415_p | 0.021 0.076 0.024 0.001 -0.194 0.001 0.296 0.002 -0.001 -0.131 0.107 -0.211 -0.098 0.002 0.025 -0.007 -0.007 0.084 -0.020 1.000 0.001 |\n", + "| Dbar_s | -0.001 0.024 -0.013 -0.000 0.003 -0.000 0.002 -0.000 -0.001 0.006 0.004 0.009 -0.001 -0.000 -0.029 0.030 0.001 0.001 0.004 0.001 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.0196453830464568}), (, {'error': 0.03230487708659302}), (, {'error': 0.23404874264246}), (, {'error': 0.7067191467603697}), (, {'error': 0.28341234260322423}), (, {'error': 0.3088682394090321}), (, {'error': 0.09801873202794731}), (, {'error': 3.910501005534545}), (, {'error': 0.3960136927170923}), (, {'error': 0.180877756504227}), (, {'error': 0.13009166875793632}), (, {'error': 0.16996293376167626}), (, {'error': 0.16444745642292513}), (, {'error': 0.14323434555829495}), (, {'error': 0.2246140163504724}), (, {'error': 0.02588339558115038}), (, {'error': 1.1110094800179695}), (, {'error': 0.13729111230658964}), (, {'error': 0.15034744218220908}), (, {'error': 0.1643743026523572}), (, {'error': 0.01437065786054098})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 9/50\n", - "Time taken: 20 min, 12 s\n", - "Projected time left: 1 h, 31 min\n", + "Toy 9/15\n", + "Time taken: 17 min, 18 s\n", + "Projected time left: 11 min, 30 s\n", "Toy 9: Generating data...\n", "Toy 9: Data generation finished\n", "Toy 9: Loading data...\n", "Toy 9: Loading data finished\n", "Toy 9: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1440 (1440 total) |\n", - "| EDM = 3.5E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.977E+05 | Ncalls=1118 (1118 total) |\n", + "| EDM = 0.00108 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| True | True | False | False |\n", + "| False | True | True | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297303.8266156527\n", + "Function minimum: 297715.0895674021\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.23 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 4.91 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 4.25 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.28 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18 | 5 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.010 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.544 | 0.030 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.45 | 0.07 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -3.04 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 0.71 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.02 | 0.20 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.74 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6 | 7 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.81 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.00 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.452 | 0.013 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.822 | 0.025 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.83 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.66 | 0.22 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -6.02 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -3.4 | 1.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.62 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.09 | 0.24 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 6.9 | 1.5 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.24 | 0.26 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.14 | 0.25 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -2.44 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.24 | 0.19 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -0.84 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -5.21 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -4.84 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 17.8 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | 3.19 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | -0.19 | 0.25 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.86 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.230 -0.090 -0.000 0.002 0.001 -0.012 -0.160 0.185 -0.306 -0.063 0.401 0.089 0.036 -0.027 0.013 0.010 0.007 0.004 -0.150 0.003 0.050 0.056 0.066 |\n", - "| p4415_p | -0.230 1.000 0.131 0.000 0.006 -0.036 0.009 0.117 0.195 0.132 0.182 -0.031 -0.023 -0.031 0.006 0.007 0.002 0.001 -0.034 0.099 0.083 -0.043 -0.170 -0.003 |\n", - "| Dbar_p | -0.090 0.131 1.000 -0.001 0.002 0.010 0.007 0.219 -0.019 0.290 -0.104 0.276 0.009 -0.048 0.016 0.017 -0.007 -0.004 0.009 -0.016 0.277 -0.072 -0.167 0.248 |\n", - "| omega_p | -0.000 0.000 -0.001 1.000 -0.001 -0.032 0.000 0.007 0.001 0.001 -0.001 -0.001 0.000 0.012 -0.083 0.000 0.000 -0.000 -0.031 0.001 0.001 0.002 -0.001 0.001 |\n", - "| rho_p | 0.002 0.006 0.002 -0.001 1.000 -0.012 0.000 0.004 0.021 0.005 0.004 0.006 0.002 -0.022 0.051 -0.000 0.000 -0.000 -0.013 -0.001 0.003 -0.015 0.012 0.002 |\n", - "| phi_s | 0.001 -0.036 0.010 -0.032 -0.012 1.000 -0.001 -0.203 -0.111 -0.055 -0.007 0.007 -0.013 0.207 -0.376 -0.002 -0.002 0.001 0.995 -0.031 -0.052 0.037 -0.057 -0.037 |\n", - "| p4160_s | -0.012 0.009 0.007 0.000 0.000 -0.001 1.000 0.010 -0.003 0.004 0.011 -0.010 0.001 -0.002 0.001 -0.001 -0.001 -0.001 -0.001 0.005 0.005 -0.002 -0.005 0.001 |\n", - "| jpsi_p | -0.160 0.117 0.219 0.007 0.004 -0.203 0.010 1.000 -0.252 0.268 0.445 -0.368 -0.073 -0.074 0.080 -0.035 -0.013 -0.002 -0.202 0.037 0.244 -0.003 -0.045 0.153 |\n", - "| bplus_2 | 0.185 0.195 -0.019 0.001 0.021 -0.111 -0.003 -0.252 1.000 -0.020 -0.011 0.713 0.103 -0.011 -0.034 0.011 0.013 -0.001 -0.100 -0.011 -0.113 -0.138 -0.173 0.054 |\n", - "| p4040_p | -0.306 0.132 0.290 0.001 0.005 -0.055 0.004 0.268 -0.020 1.000 0.335 -0.153 0.078 -0.044 0.023 -0.007 -0.009 -0.006 -0.054 0.150 0.203 -0.029 -0.130 -0.051 |\n", - "| DDstar_p | -0.063 0.182 -0.104 -0.001 0.004 -0.007 0.011 0.445 -0.011 0.335 1.000 -0.160 0.039 -0.062 0.020 -0.009 0.006 -0.005 -0.006 0.065 0.142 -0.079 -0.218 0.192 |\n", - "| Ctt | 0.401 -0.031 0.276 -0.001 0.006 0.007 -0.010 -0.368 0.713 -0.153 -0.160 1.000 0.251 0.016 -0.037 0.021 0.001 -0.001 0.011 -0.094 -0.195 -0.034 -0.171 0.242 |\n", - "| p4415_s | 0.089 -0.023 0.009 0.000 0.002 -0.013 0.001 -0.073 0.103 0.078 0.039 0.251 1.000 0.023 -0.016 0.004 0.006 -0.003 -0.011 -0.034 -0.006 0.045 0.044 0.026 |\n", - "| rho_s | 0.036 -0.031 -0.048 0.012 -0.022 0.207 -0.002 -0.074 -0.011 -0.044 -0.062 0.016 0.023 1.000 -0.463 -0.006 -0.006 0.000 0.213 -0.021 -0.030 0.213 -0.133 -0.022 |\n", - "| omega_s | -0.027 0.006 0.016 -0.083 0.051 -0.376 0.001 0.080 -0.034 0.023 0.020 -0.037 -0.016 -0.463 1.000 0.004 0.003 -0.000 -0.382 0.021 0.021 -0.079 0.060 0.013 |\n", - "| Dbar_s | 0.013 0.007 0.017 0.000 -0.000 -0.002 -0.001 -0.035 0.011 -0.007 -0.009 0.021 0.004 -0.006 0.004 1.000 -0.002 -0.000 -0.002 -0.054 -0.016 -0.012 -0.022 -0.007 |\n", - "| DDstar_s | 0.010 0.002 -0.007 0.000 0.000 -0.002 -0.001 -0.013 0.013 -0.009 0.006 0.001 0.006 -0.006 0.003 -0.002 1.000 -0.000 -0.002 -0.022 -0.014 -0.010 -0.023 -0.003 |\n", - "| p4160_p | 0.007 0.001 -0.004 -0.000 -0.000 0.001 -0.001 -0.002 -0.001 -0.006 -0.005 -0.001 -0.003 0.000 -0.000 -0.000 -0.000 1.000 0.001 -0.001 -0.002 0.000 0.002 0.000 |\n", - "| phi_p | 0.004 -0.034 0.009 -0.031 -0.013 0.995 -0.001 -0.202 -0.100 -0.054 -0.006 0.011 -0.011 0.213 -0.382 -0.002 -0.002 0.001 1.000 -0.032 -0.051 0.040 -0.059 -0.036 |\n", - "| p3770_p | -0.150 0.099 -0.016 0.001 -0.001 -0.031 0.005 0.037 -0.011 0.150 0.065 -0.094 -0.034 -0.021 0.021 -0.054 -0.022 -0.001 -0.032 1.000 -0.185 -0.008 -0.052 0.090 |\n", - "| p3770_s | 0.003 0.083 0.277 0.001 0.003 -0.052 0.005 0.244 -0.113 0.203 0.142 -0.195 -0.006 -0.030 0.021 -0.016 -0.014 -0.002 -0.051 -0.185 1.000 0.010 -0.057 -0.326 |\n", - "| bplus_0 | 0.050 -0.043 -0.072 0.002 -0.015 0.037 -0.002 -0.003 -0.138 -0.029 -0.079 -0.034 0.045 0.213 -0.079 -0.012 -0.010 0.000 0.040 -0.008 0.010 1.000 -0.807 -0.023 |\n", - "| bplus_1 | 0.056 -0.170 -0.167 -0.001 0.012 -0.057 -0.005 -0.045 -0.173 -0.130 -0.218 -0.171 0.044 -0.133 0.060 -0.022 -0.023 0.002 -0.059 -0.052 -0.057 -0.807 1.000 -0.071 |\n", - "| psi2s_p | 0.066 -0.003 0.248 0.001 0.002 -0.037 0.001 0.153 0.054 -0.051 0.192 0.242 0.026 -0.022 0.013 -0.007 -0.003 0.000 -0.036 0.090 -0.326 -0.023 -0.071 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.1673755359206177}), (, {'error': 0.26582090619781074}), (, {'error': 0.31223197573286754}), (, {'error': 0.1106798456153415}), (, {'error': 0.05230988934799097}), (, {'error': 5.352081375379628}), (, {'error': 0.009891406948438153}), (, {'error': 0.030237277780523097}), (, {'error': 0.07413376022397844}), (, {'error': 0.13919321480780344}), (, {'error': 0.3111806675548232}), (, {'error': 0.1967557402892534}), (, {'error': 0.17868171965573415}), (, {'error': 0.35609141536112326}), (, {'error': 0.9156641055930654}), (, {'error': 0.019497595036453236}), (, {'error': 0.013741629101232833}), (, {'error': 0.008340764099371345}), (, {'error': 6.992999336038222}), (, {'error': 0.0979294888382265}), (, {'error': 0.2267589168638171}), (, {'error': 0.01310241497502318}), (, {'error': 0.024675248640991798}), (, {'error': 0.03285146216094059})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.700 -0.182 0.051 -0.977 -0.042 0.936 -0.047 0.275 -0.743 0.640 -0.562 -0.652 -0.494 0.717 0.817 0.158 0.479 0.803 0.473 0.946 |\n", + "| psi2s_p | 0.700 1.000 -0.055 0.036 -0.613 -0.032 0.709 -0.036 0.202 -0.545 0.591 -0.425 -0.476 -0.364 0.492 0.643 0.113 0.401 0.529 0.370 0.647 |\n", + "| p3770_s | -0.182 -0.055 1.000 -0.009 0.148 0.011 -0.176 0.013 -0.069 0.139 -0.235 0.171 0.166 0.110 -0.105 -0.206 -0.035 -0.032 -0.225 -0.063 -0.138 |\n", + "| phi_p | 0.051 0.036 -0.009 1.000 -0.047 -0.001 0.048 -0.053 0.068 -0.037 0.033 -0.028 -0.033 -0.034 0.036 0.034 0.805 0.024 0.043 0.024 0.048 |\n", + "| Dbar_p | -0.977 -0.613 0.148 -0.047 1.000 0.042 -0.897 0.048 -0.270 0.732 -0.586 0.563 0.634 0.488 -0.708 -0.728 -0.153 -0.446 -0.742 -0.443 -0.900 |\n", + "| omega_p | -0.042 -0.032 0.011 -0.001 0.042 1.000 -0.037 0.777 0.130 0.030 -0.026 0.023 0.027 0.040 -0.037 -0.035 0.016 -0.016 -0.039 -0.017 -0.037 |\n", + "| p4160_p | 0.936 0.709 -0.176 0.048 -0.897 -0.037 1.000 -0.043 0.251 -0.706 0.654 -0.619 -0.629 -0.450 0.703 0.791 0.145 0.435 0.704 0.517 0.904 |\n", + "| omega_s | -0.047 -0.036 0.013 -0.053 0.048 0.777 -0.043 1.000 -0.182 0.034 -0.030 0.026 0.032 0.014 -0.041 -0.042 -0.015 -0.019 -0.045 -0.020 -0.043 |\n", + "| rho_s | 0.275 0.202 -0.069 0.068 -0.270 0.130 0.251 -0.182 1.000 -0.201 0.173 -0.153 -0.185 -0.074 0.222 0.208 0.052 0.113 0.250 0.118 0.253 |\n", + "| p4415_s | -0.743 -0.545 0.139 -0.037 0.732 0.030 -0.706 0.034 -0.201 1.000 -0.513 0.477 0.628 0.357 -0.635 -0.596 -0.116 -0.303 -0.501 -0.431 -0.708 |\n", + "| p3770_p | 0.640 0.591 -0.235 0.033 -0.586 -0.026 0.654 -0.030 0.173 -0.513 1.000 -0.412 -0.409 -0.311 0.522 0.557 0.099 0.427 0.442 0.353 0.627 |\n", + "| p4040_s | -0.562 -0.425 0.171 -0.028 0.563 0.023 -0.619 0.026 -0.153 0.477 -0.412 1.000 0.233 0.272 -0.543 -0.414 -0.088 -0.371 -0.305 -0.355 -0.537 |\n", + "| p4160_s | -0.652 -0.476 0.166 -0.033 0.634 0.027 -0.629 0.032 -0.185 0.628 -0.409 0.233 1.000 0.322 -0.577 -0.542 -0.105 -0.122 -0.471 -0.317 -0.603 |\n", + "| rho_p | -0.494 -0.364 0.110 -0.034 0.488 0.040 -0.450 0.014 -0.074 0.357 -0.311 0.272 0.322 1.000 -0.413 -0.384 -0.054 -0.210 -0.446 -0.217 -0.452 |\n", + "| DDstar_p | 0.717 0.492 -0.105 0.036 -0.708 -0.037 0.703 -0.041 0.222 -0.635 0.522 -0.543 -0.577 -0.413 1.000 0.508 0.125 0.313 0.624 0.250 0.813 |\n", + "| jpsi_p | 0.817 0.643 -0.206 0.034 -0.728 -0.035 0.791 -0.042 0.208 -0.596 0.557 -0.414 -0.542 -0.384 0.508 1.000 0.111 0.413 0.700 0.419 0.820 |\n", + "| phi_s | 0.158 0.113 -0.035 0.805 -0.153 0.016 0.145 -0.015 0.052 -0.116 0.099 -0.088 -0.105 -0.054 0.125 0.111 1.000 0.067 0.140 0.069 0.146 |\n", + "| p4040_p | 0.479 0.401 -0.032 0.024 -0.446 -0.016 0.435 -0.019 0.113 -0.303 0.427 -0.371 -0.122 -0.210 0.313 0.413 0.067 1.000 0.342 0.303 0.501 |\n", + "| Ctt | 0.803 0.529 -0.225 0.043 -0.742 -0.039 0.704 -0.045 0.250 -0.501 0.442 -0.305 -0.471 -0.446 0.624 0.700 0.140 0.342 1.000 0.385 0.855 |\n", + "| p4415_p | 0.473 0.370 -0.063 0.024 -0.443 -0.017 0.517 -0.020 0.118 -0.431 0.353 -0.355 -0.317 -0.217 0.250 0.419 0.069 0.303 0.385 1.000 0.476 |\n", + "| Dbar_s | 0.946 0.647 -0.138 0.048 -0.900 -0.037 0.904 -0.043 0.253 -0.708 0.627 -0.537 -0.603 -0.452 0.813 0.820 0.146 0.501 0.855 0.476 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.5821715334008924}), (, {'error': 0.04131640537273462}), (, {'error': 0.21984161750024045}), (, {'error': 0.28365082285628107}), (, {'error': 1.3684345206099042}), (, {'error': 0.31132304587782933}), (, {'error': 0.23649579119102704}), (, {'error': 1.46496914321241}), (, {'error': 0.26326614530101033}), (, {'error': 0.2529375597528801}), (, {'error': 0.11866854842053187}), (, {'error': 0.17949338688015137}), (, {'error': 0.1854967201844855}), (, {'error': 0.310067244364181}), (, {'error': 0.3064972492246345}), (, {'error': 0.04636879091167945}), (, {'error': 1.238688047530701}), (, {'error': 0.18812051585423983}), (, {'error': 0.24667793938365867}), (, {'error': 0.1850483940597778}), (, {'error': 0.4686880034091037})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 10/50\n", - "Time taken: 23 min, 16 s\n", - "Projected time left: 1 h, 32 min\n", + "Toy 10/15\n", + "Time taken: 19 min, 40 s\n", + "Projected time left: 9 min, 50 s\n", "Toy 10: Generating data...\n", "Toy 10: Data generation finished\n", "Toy 10: Loading data...\n", "Toy 10: Loading data finished\n", "Toy 10: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1371 (1371 total) |\n", - "| EDM = 0.00126 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.979E+05 | Ncalls=1418 (1418 total) |\n", + "| EDM = 4.91E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| False | True | True | False |\n", + "| True | True | False | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297149.28627628565\n", + "Function minimum: 297904.0635656783\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 4.09 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -2.6 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.1 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.03 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.60 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.17 | 0.06 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.85 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 2.3 | 3.8 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 0.23 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.27 | 0.17 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.59 | 0.31 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 7.2 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.08 | 0.46 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.35 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.03 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -3.31 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.67 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.490 | 0.008 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.982 | 0.015 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.01 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 0.919 | 0.022 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 4.93 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 0.52 | 0.17 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -6.283 | 0.018 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 1.32 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 6.21 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 3.3 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -1.663 | 0.028 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 16.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | 2.99 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | -0.05 | 0.12 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.185 0.334 -0.002 0.008 -0.000 0.088 0.309 0.006 0.162 -0.340 -0.015 0.066 0.014 -0.005 0.005 0.369 0.106 0.010 0.174 0.262 0.061 0.076 0.218 |\n", - "| p4415_p | 0.185 1.000 0.680 -0.004 -0.011 0.018 0.195 0.746 0.068 0.694 -0.813 -0.496 -0.104 -0.010 0.005 0.066 0.815 0.796 0.019 0.526 0.408 -0.060 -0.047 0.492 |\n", - "| Dbar_p | 0.334 0.680 1.000 -0.002 -0.023 0.020 0.309 0.690 0.051 0.589 -0.887 -0.601 -0.022 0.012 -0.003 0.154 0.898 0.696 0.016 0.409 0.303 0.029 0.061 0.437 |\n", - "| omega_p | -0.002 -0.004 -0.002 1.000 0.013 -0.011 -0.003 -0.003 -0.010 -0.003 0.003 0.001 0.000 0.024 -0.230 -0.000 -0.004 -0.003 -0.006 -0.002 -0.003 0.002 -0.003 -0.002 |\n", - "| rho_p | 0.008 -0.011 -0.023 0.013 1.000 0.072 0.018 -0.021 0.184 -0.015 0.031 0.046 0.009 0.114 0.234 0.002 -0.029 -0.024 0.063 -0.021 0.000 0.006 0.038 -0.020 |\n", - "| phi_s | -0.000 0.018 0.020 -0.011 0.072 1.000 -0.005 0.014 -0.079 0.018 -0.029 -0.032 -0.008 0.027 0.012 -0.002 0.030 0.025 0.574 0.014 0.005 -0.013 -0.003 0.018 |\n", - "| p4160_s | 0.088 0.195 0.309 -0.003 0.018 -0.005 1.000 0.305 0.048 0.451 -0.344 -0.062 0.205 0.014 -0.006 -0.007 0.370 0.257 0.011 0.208 0.194 0.058 0.065 0.181 |\n", - "| jpsi_p | 0.309 0.746 0.690 -0.003 -0.021 0.014 0.305 1.000 -0.069 0.726 -0.865 -0.554 -0.067 -0.006 0.000 0.105 0.869 0.801 0.016 0.546 0.502 -0.014 0.007 0.591 |\n", - "| bplus_2 | 0.006 0.068 0.051 -0.010 0.184 -0.079 0.048 -0.069 1.000 -0.004 0.012 0.402 -0.059 0.020 -0.015 0.020 0.007 0.007 0.017 0.013 -0.035 -0.157 -0.223 -0.027 |\n", - "| p4040_p | 0.162 0.694 0.589 -0.003 -0.015 0.018 0.451 0.726 -0.004 1.000 -0.773 -0.492 -0.012 -0.009 0.004 0.067 0.762 0.733 0.017 0.546 0.373 -0.034 -0.022 0.444 |\n", - "| DDstar_p | -0.340 -0.813 -0.887 0.003 0.031 -0.029 -0.344 -0.865 0.012 -0.773 1.000 0.567 0.058 -0.004 -0.001 -0.087 -0.968 -0.865 -0.021 -0.585 -0.473 -0.006 -0.046 -0.595 |\n", - "| Ctt | -0.015 -0.496 -0.601 0.001 0.046 -0.032 -0.062 -0.554 0.402 -0.492 0.567 1.000 0.191 0.011 -0.009 -0.162 -0.574 -0.571 -0.012 -0.302 -0.262 -0.021 -0.050 -0.165 |\n", - "| p4415_s | 0.066 -0.104 -0.022 0.000 0.009 -0.008 0.205 -0.067 -0.059 -0.012 0.058 0.191 1.000 0.023 -0.009 -0.015 -0.032 -0.031 0.000 -0.059 -0.012 0.116 0.129 -0.030 |\n", - "| rho_s | 0.014 -0.010 0.012 0.024 0.114 0.027 0.014 -0.006 0.020 -0.009 -0.004 0.011 0.023 1.000 -0.383 0.024 -0.011 -0.012 0.044 -0.003 -0.003 0.132 -0.011 -0.004 |\n", - "| omega_s | -0.005 0.005 -0.003 -0.230 0.234 0.012 -0.006 0.000 -0.015 0.004 -0.001 -0.009 -0.009 -0.383 1.000 -0.009 0.007 0.006 -0.034 0.001 0.001 -0.047 0.008 0.003 |\n", - "| Dbar_s | 0.005 0.066 0.154 -0.000 0.002 -0.002 -0.007 0.105 0.020 0.067 -0.087 -0.162 -0.015 0.024 -0.009 1.000 0.113 0.093 0.003 0.169 0.015 0.093 0.111 0.052 |\n", - "| DDstar_s | 0.369 0.815 0.898 -0.004 -0.029 0.030 0.370 0.869 0.007 0.762 -0.968 -0.574 -0.032 -0.011 0.007 0.113 1.000 0.851 0.021 0.548 0.465 -0.054 -0.027 0.600 |\n", - "| p4160_p | 0.106 0.796 0.696 -0.003 -0.024 0.025 0.257 0.801 0.007 0.733 -0.865 -0.571 -0.031 -0.012 0.006 0.093 0.851 1.000 0.018 0.577 0.427 -0.058 -0.041 0.527 |\n", - "| phi_p | 0.010 0.019 0.016 -0.006 0.063 0.574 0.011 0.016 0.017 0.017 -0.021 -0.012 0.000 0.044 -0.034 0.003 0.021 0.018 1.000 0.010 0.013 0.009 0.006 0.013 |\n", - "| p3770_p | 0.174 0.526 0.409 -0.002 -0.021 0.014 0.208 0.546 0.013 0.546 -0.585 -0.302 -0.059 -0.003 0.001 0.169 0.548 0.577 0.010 1.000 0.130 -0.000 0.004 0.388 |\n", - "| p3770_s | 0.262 0.408 0.303 -0.003 0.000 0.005 0.194 0.502 -0.035 0.373 -0.473 -0.262 -0.012 -0.003 0.001 0.015 0.465 0.427 0.013 0.130 1.000 0.010 0.013 0.183 |\n", - "| bplus_0 | 0.061 -0.060 0.029 0.002 0.006 -0.013 0.058 -0.014 -0.157 -0.034 -0.006 -0.021 0.116 0.132 -0.047 0.093 -0.054 -0.058 0.009 -0.000 0.010 1.000 -0.520 -0.021 |\n", - "| bplus_1 | 0.076 -0.047 0.061 -0.003 0.038 -0.003 0.065 0.007 -0.223 -0.022 -0.046 -0.050 0.129 -0.011 0.008 0.111 -0.027 -0.041 0.006 0.004 0.013 -0.520 1.000 -0.002 |\n", - "| psi2s_p | 0.218 0.492 0.437 -0.002 -0.020 0.018 0.181 0.591 -0.027 0.444 -0.595 -0.165 -0.030 -0.004 0.003 0.052 0.600 0.527 0.013 0.388 0.183 -0.021 -0.002 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.15874136572248876}), (, {'error': 0.2721579880285043}), (, {'error': 0.6866638836069607}), (, {'error': 0.2066925417117007}), (, {'error': 0.49178476085275324}), (, {'error': 0.9209335012978936}), (, {'error': 0.15674299616871723}), (, {'error': 0.051267526416218345}), (, {'error': 0.05954046199503504}), (, {'error': 0.22408478164603474}), (, {'error': 3.7673889941069056}), (, {'error': 0.16815982438487032}), (, {'error': 0.16791730966942675}), (, {'error': 0.3056230591210599}), (, {'error': 0.8615501034228297}), (, {'error': 0.3799869355788419}), (, {'error': 0.45869191460180214}), (, {'error': 0.19999081131887553}), (, {'error': 0.20338587555158938}), (, {'error': 0.11656741339827104}), (, {'error': 0.25338705480956913}), (, {'error': 0.007626023447713015}), (, {'error': 0.015375881485445109}), (, {'error': 0.03867233450365504})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.018 -0.000 0.000 0.112 -0.000 -0.000 -0.000 0.002 0.021 0.000 0.018 -0.001 0.004 -0.006 -0.009 -0.002 0.003 -0.040 -0.007 0.003 |\n", + "| psi2s_p | 0.018 1.000 0.010 -0.002 0.420 0.001 0.001 -0.000 -0.006 -0.152 -0.007 -0.187 0.013 -0.016 0.239 0.177 0.003 0.071 -0.409 0.080 0.083 |\n", + "| p3770_s | -0.000 0.010 1.000 -0.000 0.006 -0.000 -0.000 -0.000 -0.000 -0.002 -0.002 -0.007 0.000 0.000 0.002 0.000 -0.000 0.006 -0.012 0.003 0.001 |\n", + "| phi_p | 0.000 -0.002 -0.000 1.000 -0.004 -0.007 0.000 -0.008 0.018 -0.002 -0.000 -0.002 0.000 0.038 0.000 -0.010 0.424 -0.001 -0.003 0.001 -0.000 |\n", + "| Dbar_p | 0.112 0.420 0.006 -0.004 1.000 0.006 0.006 0.022 -0.079 -0.290 0.008 0.015 -0.001 -0.141 -0.107 0.289 0.070 -0.354 -0.357 -0.127 -0.068 |\n", + "| omega_p | -0.000 0.001 -0.000 -0.007 0.006 1.000 0.000 -0.238 0.054 0.001 0.000 0.002 -0.000 0.005 -0.002 0.007 -0.016 -0.001 0.004 -0.001 -0.000 |\n", + "| p4160_p | -0.000 0.001 -0.000 0.000 0.006 0.000 1.000 0.000 -0.000 -0.005 0.000 0.008 -0.002 -0.000 -0.002 0.000 0.000 -0.002 -0.003 0.003 -0.000 |\n", + "| omega_s | -0.000 -0.000 -0.000 -0.008 0.022 -0.238 0.000 1.000 -0.355 0.002 0.000 0.004 -0.000 0.272 -0.004 -0.004 0.029 -0.005 0.004 -0.003 0.001 |\n", + "| rho_s | 0.002 -0.006 -0.000 0.018 -0.079 0.054 -0.000 -0.355 1.000 -0.013 -0.000 -0.017 0.001 0.137 0.008 -0.009 0.017 0.009 -0.013 0.009 -0.003 |\n", + "| p4415_s | 0.021 -0.152 -0.002 -0.002 -0.290 0.001 -0.005 0.002 -0.013 1.000 -0.001 -0.053 0.008 -0.022 0.148 0.097 0.008 0.180 0.388 -0.005 0.021 |\n", + "| p3770_p | 0.000 -0.007 -0.002 -0.000 0.008 0.000 0.000 0.000 -0.000 -0.001 1.000 0.000 -0.000 -0.002 0.002 0.006 0.001 -0.007 0.006 -0.002 0.001 |\n", + "| p4040_s | 0.018 -0.187 -0.007 -0.002 0.015 0.002 0.008 0.004 -0.017 -0.053 0.000 1.000 -0.007 -0.040 0.030 0.117 0.020 -0.208 0.367 -0.151 0.015 |\n", + "| p4160_s | -0.001 0.013 0.000 0.000 -0.001 -0.000 -0.002 -0.000 0.001 0.008 -0.000 -0.007 1.000 0.002 0.016 0.004 -0.001 -0.005 -0.012 0.009 0.002 |\n", + "| rho_p | 0.004 -0.016 0.000 0.038 -0.141 0.005 -0.000 0.272 0.137 -0.022 -0.002 -0.040 0.002 1.000 0.020 -0.084 0.088 0.028 -0.066 0.023 -0.003 |\n", + "| DDstar_p | -0.006 0.239 0.002 0.000 -0.107 -0.002 -0.002 -0.004 0.008 0.148 0.002 0.030 0.016 0.020 1.000 0.493 -0.014 0.361 0.263 0.077 -0.018 |\n", + "| jpsi_p | -0.009 0.177 0.000 -0.010 0.289 0.007 0.000 -0.004 -0.009 0.097 0.006 0.117 0.004 -0.084 0.493 1.000 0.030 0.089 0.331 -0.014 0.124 |\n", + "| phi_s | -0.002 0.003 -0.000 0.424 0.070 -0.016 0.000 0.029 0.017 0.008 0.001 0.020 -0.001 0.088 -0.014 0.030 1.000 -0.020 0.034 -0.012 0.000 |\n", + "| p4040_p | 0.003 0.071 0.006 -0.001 -0.354 -0.001 -0.002 -0.005 0.009 0.180 -0.007 -0.208 -0.005 0.028 0.361 0.089 -0.020 1.000 0.135 -0.017 0.050 |\n", + "| Ctt | -0.040 -0.409 -0.012 -0.003 -0.357 0.004 -0.003 0.004 -0.013 0.388 0.006 0.367 -0.012 -0.066 0.263 0.331 0.034 0.135 1.000 -0.099 0.100 |\n", + "| p4415_p | -0.007 0.080 0.003 0.001 -0.127 -0.001 0.003 -0.003 0.009 -0.005 -0.002 -0.151 0.009 0.023 0.077 -0.014 -0.012 -0.017 -0.099 1.000 -0.006 |\n", + "| Dbar_s | 0.003 0.083 0.001 -0.000 -0.068 -0.000 -0.000 0.001 -0.003 0.021 0.001 0.015 0.002 -0.003 -0.018 0.124 0.000 0.050 0.100 -0.006 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.015469631748245116}), (, {'error': 0.034695428084363655}), (, {'error': 0.022194210202051645}), (, {'error': 0.2780672627857754}), (, {'error': 0.19976666949371236}), (, {'error': 0.2671937212382529}), (, {'error': 0.008580998223017389}), (, {'error': 0.9308826751044559}), (, {'error': 0.3211034332540267}), (, {'error': 0.1749638492204419}), (, {'error': 0.018367254946825007}), (, {'error': 0.15837229358404126}), (, {'error': 0.016571663411109938}), (, {'error': 0.2805341149071232}), (, {'error': 0.3200735521877265}), (, {'error': 0.027568144333935507}), (, {'error': 0.8688869085260684}), (, {'error': 0.11813129607659967}), (, {'error': 0.12382067380795514}), (, {'error': 0.3551574054217759}), (, {'error': 0.05842372924645711})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 11/50\n", - "Time taken: 26 min, 19 s\n", - "Projected time left: 1 h, 32 min\n", + "Toy 11/15\n", + "Time taken: 22 min, 21 s\n", + "Projected time left: 8 min, 4 s\n", "Toy 11: Generating data...\n", "Toy 11: Data generation finished\n", "Toy 11: Loading data...\n", "Toy 11: Loading data finished\n", "Toy 11: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1343 (1343 total) |\n", - "| EDM = 1.47E-06 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.979E+05 | Ncalls=982 (982 total) |\n", + "| EDM = 3.91E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2508,83 +2540,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297250.9149104503\n", + "Function minimum: 297919.27944936405\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.92 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.01 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.04 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.13 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.3 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.21 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.616 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.24 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.63 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.95 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.34 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.4 | 1.0 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.01 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.27 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.75 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.16 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.471 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.87 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.929 | 0.032 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.10 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 0.919 | 0.020 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 0.73 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.05 | 0.33 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -2.08 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 6.5 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 1.93 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 2.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 4.566 | 0.028 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 20.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | 3.63 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.34 | 0.17 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.71 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.256 -0.051 -0.001 0.040 -0.011 -0.073 -0.000 0.091 -0.223 -0.112 0.359 0.123 0.021 0.001 -0.002 0.002 -0.533 0.003 -0.156 0.111 0.017 0.026 0.043 |\n", - "| p4415_p | -0.256 1.000 -0.058 -0.004 0.050 -0.015 -0.190 -0.017 0.185 0.088 0.007 -0.074 -0.127 0.009 0.006 0.016 0.028 0.307 0.002 0.080 -0.020 0.017 -0.096 -0.113 |\n", - "| Dbar_p | -0.051 -0.058 1.000 0.004 0.009 -0.004 -0.089 0.254 -0.091 -0.056 -0.069 -0.291 0.004 0.039 -0.013 0.016 0.004 0.063 0.002 0.339 -0.004 0.030 0.186 0.012 |\n", - "| omega_p | -0.001 -0.004 0.004 1.000 -0.045 -0.034 -0.003 0.022 -0.023 -0.001 0.010 -0.005 0.001 0.093 -0.431 -0.000 -0.000 0.002 -0.022 0.007 0.001 0.038 -0.029 0.003 |\n", - "| rho_p | 0.040 0.050 0.009 -0.045 1.000 0.161 0.068 -0.108 0.266 0.021 -0.027 0.103 0.021 0.272 0.363 0.001 0.000 -0.010 0.154 -0.025 0.019 -0.063 0.061 -0.005 |\n", - "| phi_s | -0.011 -0.015 -0.004 -0.034 0.161 1.000 -0.020 -0.012 -0.061 -0.009 0.005 -0.033 -0.007 0.067 0.046 0.000 0.000 -0.002 0.722 -0.002 -0.010 -0.022 0.026 -0.004 |\n", - "| p4160_s | -0.073 -0.190 -0.089 -0.003 0.068 -0.020 1.000 -0.052 0.149 0.328 -0.076 0.241 0.308 0.030 0.003 0.004 0.008 -0.147 0.005 -0.063 0.003 0.037 -0.001 -0.099 |\n", - "| jpsi_p | -0.000 -0.017 0.254 0.022 -0.108 -0.012 -0.052 1.000 0.093 -0.096 0.186 0.205 -0.024 -0.008 -0.039 0.038 0.046 -0.008 -0.041 0.080 -0.021 -0.050 0.072 -0.014 |\n", - "| bplus_2 | 0.091 0.185 -0.091 -0.023 0.266 -0.061 0.149 0.093 1.000 -0.026 -0.258 0.691 -0.036 0.049 0.042 0.004 0.007 -0.065 0.020 -0.119 -0.092 -0.025 -0.281 -0.012 |\n", - "| p4040_p | -0.223 0.088 -0.056 -0.001 0.021 -0.009 0.328 -0.096 -0.026 1.000 0.074 -0.219 0.063 0.009 0.000 0.020 0.025 0.075 0.000 0.135 -0.045 0.023 0.001 -0.245 |\n", - "| DDstar_p | -0.112 0.007 -0.069 0.010 -0.027 0.005 -0.076 0.186 -0.258 0.074 1.000 -0.115 -0.044 0.052 -0.025 0.003 0.025 0.215 -0.002 0.263 0.146 0.019 0.349 0.007 |\n", - "| Ctt | 0.359 -0.074 -0.291 -0.005 0.103 -0.033 0.241 0.205 0.691 -0.219 -0.115 1.000 0.215 0.023 0.010 0.007 -0.001 -0.398 -0.002 -0.254 -0.162 -0.009 -0.166 0.182 |\n", - "| p4415_s | 0.123 -0.127 0.004 0.001 0.021 -0.007 0.308 -0.024 -0.036 0.063 -0.044 0.215 1.000 0.025 -0.005 0.000 0.001 -0.047 0.002 -0.069 0.015 0.024 0.101 0.005 |\n", - "| rho_s | 0.021 0.009 0.039 0.093 0.272 0.067 0.030 -0.008 0.049 0.009 0.052 0.023 0.025 1.000 -0.294 0.000 -0.000 0.001 0.071 0.020 0.021 0.216 -0.137 0.007 |\n", - "| omega_s | 0.001 0.006 -0.013 -0.431 0.363 0.046 0.003 -0.039 0.042 0.000 -0.025 0.010 -0.005 -0.294 1.000 0.000 0.000 -0.004 0.003 -0.016 -0.005 -0.105 0.079 -0.006 |\n", - "| Dbar_s | -0.002 0.016 0.016 -0.000 0.001 0.000 0.004 0.038 0.004 0.020 0.003 0.007 0.000 0.000 0.000 1.000 -0.001 0.024 0.000 0.027 0.021 0.001 -0.003 0.023 |\n", - "| DDstar_s | 0.002 0.028 0.004 -0.000 0.000 0.000 0.008 0.046 0.007 0.025 0.025 -0.001 0.001 -0.000 0.000 -0.001 1.000 0.034 0.000 0.019 0.018 0.000 -0.005 0.022 |\n", - "| p4160_p | -0.533 0.307 0.063 0.002 -0.010 -0.002 -0.147 -0.008 -0.065 0.075 0.215 -0.398 -0.047 0.001 -0.004 0.024 0.034 1.000 -0.003 0.234 -0.015 0.015 0.002 -0.136 |\n", - "| phi_p | 0.003 0.002 0.002 -0.022 0.154 0.722 0.005 -0.041 0.020 0.000 -0.002 -0.002 0.002 0.071 0.003 0.000 0.000 -0.003 1.000 -0.006 0.001 0.000 0.009 -0.005 |\n", - "| p3770_p | -0.156 0.080 0.339 0.007 -0.025 -0.002 -0.063 0.080 -0.119 0.135 0.263 -0.254 -0.069 0.020 -0.016 0.027 0.019 0.234 -0.006 1.000 -0.230 0.036 0.116 0.000 |\n", - "| p3770_s | 0.111 -0.020 -0.004 0.001 0.019 -0.010 0.003 -0.021 -0.092 -0.045 0.146 -0.162 0.015 0.021 -0.005 0.021 0.018 -0.015 0.001 -0.230 1.000 0.045 0.067 -0.403 |\n", - "| bplus_0 | 0.017 0.017 0.030 0.038 -0.063 -0.022 0.037 -0.050 -0.025 0.023 0.019 -0.009 0.024 0.216 -0.105 0.001 0.000 0.015 0.000 0.036 0.045 1.000 -0.839 -0.005 |\n", - "| bplus_1 | 0.026 -0.096 0.186 -0.029 0.061 0.026 -0.001 0.072 -0.281 0.001 0.349 -0.166 0.101 -0.137 0.079 -0.003 -0.005 0.002 0.009 0.116 0.067 -0.839 1.000 0.045 |\n", - "| psi2s_p | 0.043 -0.113 0.012 0.003 -0.005 -0.004 -0.099 -0.014 -0.012 -0.245 0.007 0.182 0.005 0.007 -0.006 0.023 0.022 -0.136 -0.005 0.000 -0.403 -0.005 0.045 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.1750263085157091}), (, {'error': 0.1541480195260423}), (, {'error': 0.2841838249359592}), (, {'error': 0.4732356739315682}), (, {'error': 0.2421638439743128}), (, {'error': 1.1346453700203014}), (, {'error': 0.16748252240231665}), (, {'error': 0.026425175365989872}), (, {'error': 0.08711086147616842}), (, {'error': 0.19304066991221425}), (, {'error': 0.29740881640735894}), (, {'error': 0.2097221537465469}), (, {'error': 0.18951476715130067}), (, {'error': 0.32681767264266715}), (, {'error': 1.0229021813759736}), (, {'error': 0.014003246940213265}), (, {'error': 0.01676908888306225}), (, {'error': 0.10184399756955731}), (, {'error': 0.2747820571114312}), (, {'error': 0.09933845905553462}), (, {'error': 0.23291303566288546}), (, {'error': 0.0200692450868849}), (, {'error': 0.04065917547054554}), (, {'error': 0.03155685496589822})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.062 0.000 0.002 0.021 0.001 0.044 -0.000 0.002 0.021 0.001 0.035 0.025 0.000 0.093 0.098 -0.000 0.030 0.020 0.047 -0.005 |\n", + "| psi2s_p | 0.062 1.000 0.009 -0.000 0.195 -0.005 0.241 -0.000 -0.002 -0.196 -0.008 -0.257 -0.158 -0.001 0.083 0.018 0.005 0.081 -0.432 0.002 0.088 |\n", + "| p3770_s | 0.000 0.009 1.000 0.000 -0.002 -0.000 0.009 -0.000 -0.000 -0.004 -0.002 -0.006 -0.001 -0.000 0.007 0.002 0.000 0.007 -0.007 0.003 0.001 |\n", + "| phi_p | 0.002 -0.000 0.000 1.000 0.002 -0.060 -0.001 -0.048 0.014 0.002 0.000 0.002 0.000 -0.020 0.018 0.006 0.539 -0.004 0.015 -0.001 0.002 |\n", + "| Dbar_p | 0.021 0.195 -0.002 0.002 1.000 -0.007 -0.364 0.011 -0.028 0.038 0.005 0.018 -0.126 -0.001 -0.816 -0.349 0.021 -0.327 -0.678 -0.279 0.025 |\n", + "| omega_p | 0.001 -0.005 -0.000 -0.060 -0.007 1.000 0.004 0.640 -0.054 -0.005 -0.000 -0.006 -0.001 0.009 -0.009 -0.032 0.001 0.005 -0.018 0.001 0.000 |\n", + "| p4160_p | 0.044 0.241 0.009 -0.001 -0.364 0.004 1.000 -0.006 0.011 -0.112 -0.003 -0.458 -0.131 0.001 0.436 0.144 -0.014 0.082 -0.054 0.324 -0.004 |\n", + "| omega_s | -0.000 -0.000 -0.000 -0.048 0.011 0.640 -0.006 1.000 -0.344 0.004 0.000 0.004 0.001 0.052 0.009 0.007 0.010 -0.006 0.013 -0.003 0.001 |\n", + "| rho_s | 0.002 -0.002 -0.000 0.014 -0.028 -0.054 0.011 -0.344 1.000 -0.012 -0.000 -0.010 -0.009 -0.055 -0.010 -0.008 -0.038 0.006 -0.014 0.001 -0.002 |\n", + "| p4415_s | 0.021 -0.196 -0.004 0.002 0.038 -0.005 -0.112 0.004 -0.012 1.000 0.000 0.133 0.325 -0.001 -0.163 -0.030 0.011 0.072 0.196 -0.184 0.023 |\n", + "| p3770_p | 0.001 -0.008 -0.002 0.000 0.005 -0.000 -0.003 0.000 -0.000 0.000 1.000 -0.002 -0.003 -0.000 -0.002 0.002 0.001 -0.005 0.003 -0.003 0.001 |\n", + "| p4040_s | 0.035 -0.257 -0.006 0.002 0.018 -0.006 -0.458 0.004 -0.010 0.133 -0.002 1.000 -0.151 -0.002 -0.140 0.005 0.012 -0.216 0.287 -0.205 0.031 |\n", + "| p4160_s | 0.025 -0.158 -0.001 0.000 -0.126 -0.001 -0.131 0.001 -0.009 0.325 -0.003 -0.151 1.000 0.000 -0.098 -0.039 -0.002 0.383 0.212 -0.057 0.006 |\n", + "| rho_p | 0.000 -0.001 -0.000 -0.020 -0.001 0.009 0.001 0.052 -0.055 -0.001 -0.000 -0.002 0.000 1.000 -0.004 -0.011 -0.004 0.002 -0.007 0.001 -0.000 |\n", + "| DDstar_p | 0.093 0.083 0.007 0.018 -0.816 -0.009 0.436 0.009 -0.010 -0.163 -0.002 -0.140 -0.098 -0.004 1.000 0.560 0.038 0.205 0.518 0.146 -0.081 |\n", + "| jpsi_p | 0.098 0.018 0.002 0.006 -0.349 -0.032 0.144 0.007 -0.008 -0.030 0.002 0.005 -0.039 -0.011 0.560 1.000 0.058 0.023 0.489 0.053 0.068 |\n", + "| phi_s | -0.000 0.005 0.000 0.539 0.021 0.001 -0.014 0.010 -0.038 0.011 0.001 0.012 -0.002 -0.004 0.038 0.058 1.000 -0.020 0.055 -0.008 0.002 |\n", + "| p4040_p | 0.030 0.081 0.007 -0.004 -0.327 0.005 0.082 -0.006 0.006 0.072 -0.005 -0.216 0.383 0.002 0.205 0.023 -0.020 1.000 0.058 0.153 -0.004 |\n", + "| Ctt | 0.020 -0.432 -0.007 0.015 -0.678 -0.018 -0.054 0.013 -0.014 0.196 0.003 0.287 0.212 -0.007 0.518 0.489 0.055 0.058 1.000 0.125 -0.000 |\n", + "| p4415_p | 0.047 0.002 0.003 -0.001 -0.279 0.001 0.324 -0.003 0.001 -0.184 -0.003 -0.205 -0.057 0.001 0.146 0.053 -0.008 0.153 0.125 1.000 0.002 |\n", + "| Dbar_s | -0.005 0.088 0.001 0.002 0.025 0.000 -0.004 0.001 -0.002 0.023 0.001 0.031 0.006 -0.000 -0.081 0.068 0.002 -0.004 -0.000 0.002 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.04269675798502981}), (, {'error': 0.03295027318935739}), (, {'error': 0.019589913888333033}), (, {'error': 0.15776014718292242}), (, {'error': 0.41003776802528913}), (, {'error': 0.32998494255338917}), (, {'error': 0.1152429073373713}), (, {'error': 1.11942191194206}), (, {'error': 0.3522002172587729}), (, {'error': 0.18623974523802644}), (, {'error': 0.015596842409330236}), (, {'error': 0.16661550354684507}), (, {'error': 0.16454055772411424}), (, {'error': 0.06541999076036031}), (, {'error': 0.35128954875854923}), (, {'error': 0.02793445015393825}), (, {'error': 0.9393211426628945}), (, {'error': 0.20192246953664483}), (, {'error': 0.16512026872995733}), (, {'error': 0.21350743532878758}), (, {'error': 0.04423388950774243})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 12/50\n", - "Time taken: 29 min, 27 s\n", - "Projected time left: 1 h, 33 min\n", + "Toy 12/15\n", + "Time taken: 24 min, 48 s\n", + "Projected time left: 6 min, 12 s\n", "Toy 12: Generating data...\n", "Toy 12: Data generation finished\n", "Toy 12: Loading data...\n", "Toy 12: Loading data finished\n", "Toy 12: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.972E+05 | Ncalls=1309 (1309 total) |\n", - "| EDM = 5.49E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.974E+05 | Ncalls=1032 (1032 total) |\n", + "| EDM = 1.69E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2592,83 +2618,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297176.50038908026\n", + "Function minimum: 297448.96448540484\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.01 | 0.15 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -0.46 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -0.07 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 5.8 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 19.2 | 1.2 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.018 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.72 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.47 | 0.05 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.37 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -0.15 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.50 | 0.06 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.20 | 0.21 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.5 | 1.2 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.013 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.63 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.29 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.56 | 0.22 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.465 | 0.019 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.86 | 0.03 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.015 | 0.457 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 1.93 | 0.24 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 4.3 | 1.3 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 0.58 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | -1.95 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 9.3 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.7 | 0.4 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | 4.44 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.9 | 0.4 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.8 | 0.4 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6 | 7 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | 4.56 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 19.0 | 1.6 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.37 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | 0.55 | 0.22 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.077 -0.015 -0.002 -0.011 0.004 -0.019 -0.142 -0.288 -0.250 -0.144 0.046 -0.310 0.010 -0.003 -0.021 -0.001 0.008 0.001 -0.169 0.115 0.011 0.096 0.017 |\n", - "| p4415_p | 0.077 1.000 0.017 -0.002 -0.020 0.011 -0.005 -0.015 -0.087 -0.034 -0.041 -0.003 -0.249 0.000 -0.002 -0.005 -0.005 -0.001 0.006 -0.022 -0.018 -0.005 0.017 0.030 |\n", - "| Dbar_p | -0.015 0.017 1.000 0.004 0.063 -0.026 0.004 0.467 0.138 0.003 -0.137 -0.010 -0.072 0.037 -0.008 0.018 0.003 0.002 -0.005 0.469 0.141 0.045 0.130 0.155 |\n", - "| omega_p | -0.002 -0.002 0.004 1.000 -0.016 0.002 0.000 -0.019 0.049 0.006 0.003 0.001 0.010 -0.117 0.610 0.001 0.001 -0.000 -0.034 -0.001 0.004 -0.045 0.048 -0.002 |\n", - "| rho_p | -0.011 -0.020 0.063 -0.016 1.000 -0.167 0.003 -0.055 0.280 0.065 0.025 0.009 0.080 0.080 0.213 -0.001 0.001 -0.001 -0.229 0.024 0.059 -0.012 0.050 0.006 |\n", - "| phi_s | 0.004 0.011 -0.026 0.002 -0.167 1.000 -0.002 0.014 -0.143 -0.038 -0.010 -0.003 -0.044 -0.006 -0.040 -0.000 -0.001 0.000 0.728 -0.012 -0.035 -0.018 -0.001 -0.008 |\n", - "| p4160_s | -0.019 -0.005 0.004 0.000 0.003 -0.002 1.000 0.015 0.020 -0.002 0.021 -0.002 0.018 0.000 0.000 0.002 0.001 -0.002 -0.001 0.014 0.004 0.001 -0.004 0.001 |\n", - "| jpsi_p | -0.142 -0.015 0.467 -0.019 -0.055 0.014 0.015 1.000 0.029 0.162 0.414 0.027 0.070 0.037 -0.033 0.021 0.011 0.001 0.009 0.335 0.220 -0.022 0.088 0.109 |\n", - "| bplus_2 | -0.288 -0.087 0.138 0.049 0.280 -0.143 0.020 0.029 1.000 0.258 0.028 0.127 0.387 -0.081 0.076 -0.007 0.026 -0.001 -0.090 0.128 0.182 -0.192 0.048 -0.168 |\n", - "| p4040_p | -0.250 -0.034 0.003 0.006 0.065 -0.038 -0.002 0.162 0.258 1.000 0.324 -0.027 0.120 0.007 0.003 0.039 0.019 -0.003 -0.019 0.189 0.105 0.019 -0.014 -0.149 |\n", - "| DDstar_p | -0.144 -0.041 -0.137 0.003 0.025 -0.010 0.021 0.414 0.028 0.324 1.000 0.005 0.171 0.014 -0.002 -0.005 0.010 -0.001 0.002 0.215 0.257 0.022 0.049 0.180 |\n", - "| Ctt | 0.046 -0.003 -0.010 0.001 0.009 -0.003 -0.002 0.027 0.127 -0.027 0.005 1.000 0.009 0.000 0.000 0.004 0.001 -0.000 -0.001 -0.018 -0.039 -0.004 -0.021 0.008 |\n", - "| p4415_s | -0.310 -0.249 -0.072 0.010 0.080 -0.044 0.018 0.070 0.387 0.120 0.171 0.009 1.000 -0.003 0.011 0.020 0.020 0.003 -0.024 0.094 0.067 0.020 -0.092 -0.115 |\n", - "| rho_s | 0.010 0.000 0.037 -0.117 0.080 -0.006 0.000 0.037 -0.081 0.007 0.014 0.000 -0.003 1.000 -0.444 -0.003 -0.004 -0.000 0.081 0.024 0.016 0.299 -0.264 0.018 |\n", - "| omega_s | -0.003 -0.002 -0.008 0.610 0.213 -0.040 0.000 -0.033 0.076 0.003 -0.002 0.000 0.011 -0.444 1.000 0.001 0.002 -0.000 -0.116 -0.010 -0.002 -0.130 0.125 -0.007 |\n", - "| Dbar_s | -0.021 -0.005 0.018 0.001 -0.001 -0.000 0.002 0.021 -0.007 0.039 -0.005 0.004 0.020 -0.003 0.001 1.000 -0.001 -0.000 0.000 0.017 0.038 0.002 -0.014 0.026 |\n", - "| DDstar_s | -0.001 -0.005 0.003 0.001 0.001 -0.001 0.001 0.011 0.026 0.019 0.010 0.001 0.020 -0.004 0.002 -0.001 1.000 -0.000 -0.000 -0.001 0.006 0.001 -0.026 0.012 |\n", - "| p4160_p | 0.008 -0.001 0.002 -0.000 -0.001 0.000 -0.002 0.001 -0.001 -0.003 -0.001 -0.000 0.003 -0.000 -0.000 -0.000 -0.000 1.000 0.000 0.000 -0.000 -0.000 -0.000 0.003 |\n", - "| phi_p | 0.001 0.006 -0.005 -0.034 -0.229 0.728 -0.001 0.009 -0.090 -0.019 0.002 -0.001 -0.024 0.081 -0.116 0.000 -0.000 0.000 1.000 0.000 -0.015 0.019 -0.029 -0.005 |\n", - "| p3770_p | -0.169 -0.022 0.469 -0.001 0.024 -0.012 0.014 0.335 0.128 0.189 0.215 -0.018 0.094 0.024 -0.010 0.017 -0.001 0.000 0.000 1.000 -0.078 0.037 0.035 0.212 |\n", - "| p3770_s | 0.115 -0.018 0.141 0.004 0.059 -0.035 0.004 0.220 0.182 0.105 0.257 -0.039 0.067 0.016 -0.002 0.038 0.006 -0.000 -0.015 -0.078 1.000 0.043 0.012 -0.364 |\n", - "| bplus_0 | 0.011 -0.005 0.045 -0.045 -0.012 -0.018 0.001 -0.022 -0.192 0.019 0.022 -0.004 0.020 0.299 -0.130 0.002 0.001 -0.000 0.019 0.037 0.043 1.000 -0.937 0.004 |\n", - "| bplus_1 | 0.096 0.017 0.130 0.048 0.050 -0.001 -0.004 0.088 0.048 -0.014 0.049 -0.021 -0.092 -0.264 0.125 -0.014 -0.026 -0.000 -0.029 0.035 0.012 -0.937 1.000 0.112 |\n", - "| psi2s_p | 0.017 0.030 0.155 -0.002 0.006 -0.008 0.001 0.109 -0.168 -0.149 0.180 0.008 -0.115 0.018 -0.007 0.026 0.012 0.003 -0.005 0.212 -0.364 0.004 0.112 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.1542616119380873}), (, {'error': 0.11891544763304429}), (, {'error': 0.2992968354924965}), (, {'error': 0.30370920675339796}), (, {'error': 0.56025404703718}), (, {'error': 1.1738783258318044}), (, {'error': 0.017639202290997913}), (, {'error': 0.0322039419706277}), (, {'error': 0.05414725706101098}), (, {'error': 0.1530310000676609}), (, {'error': 0.28202588514197746}), (, {'error': 0.05867448075110493}), (, {'error': 0.20556623657775164}), (, {'error': 0.33812288280520314}), (, {'error': 1.2053808124878094}), (, {'error': 0.019888824633566338}), (, {'error': 0.012921337483607298}), (, {'error': 0.009294734407658378}), (, {'error': 0.24477435423867977}), (, {'error': 0.10286578083697817}), (, {'error': 0.22026123367833916}), (, {'error': 0.018557114755179516}), (, {'error': 0.033964563391971625}), (, {'error': 0.032519115256608444})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 0.694 -0.377 0.198 -0.982 0.361 0.820 0.020 -0.425 -0.908 0.797 -0.906 -0.906 -0.785 -0.989 0.922 0.292 -0.034 0.778 -0.556 -0.301 |\n", + "| psi2s_p | 0.694 1.000 -0.069 0.129 -0.652 0.244 0.668 0.012 -0.288 -0.666 0.635 -0.674 -0.637 -0.532 -0.683 0.600 0.192 0.115 0.324 -0.321 -0.182 |\n", + "| p3770_s | -0.377 -0.069 1.000 -0.075 0.335 -0.148 -0.294 -0.007 0.157 0.356 -0.363 0.405 0.367 0.314 0.370 -0.362 -0.113 0.051 -0.325 0.243 0.091 |\n", + "| phi_p | 0.198 0.129 -0.075 1.000 -0.190 0.167 0.153 -0.017 -0.101 -0.177 0.154 -0.178 -0.177 -0.227 -0.196 0.174 0.866 -0.014 0.162 -0.115 -0.057 |\n", + "| Dbar_p | -0.982 -0.652 0.335 -0.190 1.000 -0.345 -0.819 -0.019 0.406 0.875 -0.774 0.873 0.867 0.750 0.970 -0.901 -0.280 -0.007 -0.818 0.508 0.291 |\n", + "| omega_p | 0.361 0.244 -0.148 0.167 -0.345 1.000 0.280 0.364 0.186 -0.322 0.281 -0.323 -0.324 -0.585 -0.357 0.350 0.161 -0.030 0.307 -0.210 -0.105 |\n", + "| p4160_p | 0.820 0.668 -0.294 0.153 -0.819 0.280 1.000 0.015 -0.332 -0.731 0.718 -0.844 -0.758 -0.611 -0.806 0.726 0.226 0.047 0.512 -0.302 -0.238 |\n", + "| omega_s | 0.020 0.012 -0.007 -0.017 -0.019 0.364 0.015 1.000 0.011 -0.018 0.015 -0.018 -0.018 -0.005 -0.020 0.015 -0.000 -0.001 0.015 -0.012 -0.006 |\n", + "| rho_s | -0.425 -0.288 0.157 -0.101 0.406 0.186 -0.332 0.011 1.000 0.375 -0.332 0.378 0.374 0.356 0.420 -0.395 -0.128 0.023 -0.349 0.241 0.124 |\n", + "| p4415_s | -0.908 -0.666 0.356 -0.177 0.875 -0.322 -0.731 -0.018 0.375 1.000 -0.737 0.833 0.868 0.698 0.898 -0.817 -0.261 0.074 -0.619 0.459 0.271 |\n", + "| p3770_p | 0.797 0.635 -0.363 0.154 -0.774 0.281 0.718 0.015 -0.332 -0.737 1.000 -0.743 -0.712 -0.612 -0.787 0.713 0.227 0.099 0.506 -0.389 -0.230 |\n", + "| p4040_s | -0.906 -0.674 0.405 -0.178 0.873 -0.323 -0.844 -0.018 0.378 0.833 -0.743 1.000 0.798 0.701 0.896 -0.818 -0.262 -0.039 -0.604 0.438 0.271 |\n", + "| p4160_s | -0.906 -0.637 0.367 -0.177 0.867 -0.324 -0.758 -0.018 0.374 0.868 -0.712 0.798 1.000 0.701 0.896 -0.819 -0.261 0.200 -0.639 0.465 0.266 |\n", + "| rho_p | -0.785 -0.532 0.314 -0.227 0.750 -0.585 -0.611 -0.005 0.356 0.698 -0.612 0.701 0.701 1.000 0.776 -0.757 -0.243 0.060 -0.663 0.453 0.229 |\n", + "| DDstar_p | -0.989 -0.683 0.370 -0.196 0.970 -0.357 -0.806 -0.020 0.420 0.898 -0.787 0.896 0.896 0.776 1.000 -0.906 -0.289 0.036 -0.765 0.554 0.297 |\n", + "| jpsi_p | 0.922 0.600 -0.362 0.174 -0.901 0.350 0.726 0.015 -0.395 -0.817 0.713 -0.818 -0.819 -0.757 -0.906 1.000 0.264 -0.059 0.809 -0.514 -0.253 |\n", + "| phi_s | 0.292 0.192 -0.113 0.866 -0.280 0.161 0.226 -0.000 -0.128 -0.261 0.227 -0.262 -0.261 -0.243 -0.289 0.264 1.000 -0.022 0.241 -0.170 -0.085 |\n", + "| p4040_p | -0.034 0.115 0.051 -0.014 -0.007 -0.030 0.047 -0.001 0.023 0.074 0.099 -0.039 0.200 0.060 0.036 -0.059 -0.022 1.000 -0.137 0.145 0.004 |\n", + "| Ctt | 0.778 0.324 -0.325 0.162 -0.818 0.307 0.512 0.015 -0.349 -0.619 0.506 -0.604 -0.639 -0.663 -0.765 0.809 0.241 -0.137 1.000 -0.459 -0.226 |\n", + "| p4415_p | -0.556 -0.321 0.243 -0.115 0.508 -0.210 -0.302 -0.012 0.241 0.459 -0.389 0.438 0.465 0.453 0.554 -0.514 -0.170 0.145 -0.459 1.000 0.167 |\n", + "| Dbar_s | -0.301 -0.182 0.091 -0.057 0.291 -0.105 -0.238 -0.006 0.124 0.271 -0.230 0.271 0.266 0.229 0.297 -0.253 -0.085 0.004 -0.226 0.167 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.4570813567467453}), (, {'error': 0.04276468242962217}), (, {'error': 0.23535527190975092}), (, {'error': 0.33903875113051374}), (, {'error': 1.2553712896283908}), (, {'error': 0.28903345127045776}), (, {'error': 0.13344387479478304}), (, {'error': 1.0671033307425422}), (, {'error': 0.36959565819129037}), (, {'error': 0.39399942891736994}), (, {'error': 0.21066787774312523}), (, {'error': 0.3676230434786605}), (, {'error': 0.3504468146871518}), (, {'error': 7.372019677146743}), (, {'error': 7.600345377502435}), (, {'error': 0.057372644196525435}), (, {'error': 1.5675168407012787}), (, {'error': 0.1868822492484279}), (, {'error': 0.218952990206583}), (, {'error': 0.1520251297285382}), (, {'error': 0.01769015278674363})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 13/50\n", - "Time taken: 32 min, 42 s\n", - "Projected time left: 1 h, 32 min\n", + "Toy 13/15\n", + "Time taken: 27 min, 25 s\n", + "Projected time left: 4 min, 12 s\n", "Toy 13: Generating data...\n", "Toy 13: Data generation finished\n", "Toy 13: Loading data...\n", "Toy 13: Loading data finished\n", "Toy 13: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.97E+05 | Ncalls=1584 (1584 total) |\n", - "| EDM = 3.74E-06 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1177 (1177 total) |\n", + "| EDM = 4.07E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2676,83 +2696,77 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", + "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297001.5010079119\n", + "Function minimum: 297823.64034128044\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.93 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -1.85 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.18 | 0.40 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18.2 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.09 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.674 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.15 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.13 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -1.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.33 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.23 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.2 | 1.5 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.39 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.09 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.68 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.97 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.477 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.94 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.89 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.20 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.53 | 0.24 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | 0.56 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | -3.8 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | 1.27 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.32 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 9.4 | 0.7 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 1.36 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.005 | 0.019 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.28 | 0.15 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -4.93 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 19.6 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | 3.87 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.219 -0.138 -0.006 0.057 -0.027 0.062 -0.048 0.128 -0.214 -0.173 0.314 0.147 0.014 -0.009 -0.000 0.005 -0.529 -0.009 -0.151 0.084 0.021 -0.039 -0.054 |\n", - "| p4415_p | -0.219 1.000 -0.103 -0.011 0.043 -0.021 -0.180 -0.021 0.203 0.186 -0.044 -0.079 -0.096 -0.006 -0.009 0.016 0.031 0.320 -0.008 0.059 -0.013 0.009 -0.138 -0.092 |\n", - "| Dbar_p | -0.138 -0.103 1.000 0.010 0.014 -0.006 -0.114 0.159 -0.094 -0.059 -0.133 -0.352 -0.020 0.047 -0.003 0.027 0.005 -0.002 0.001 0.294 -0.077 0.031 0.179 -0.072 |\n", - "| omega_p | -0.006 -0.011 0.010 1.000 -0.084 0.016 -0.006 -0.010 -0.031 -0.003 0.023 -0.012 0.001 0.370 0.792 0.001 0.001 -0.002 -0.019 0.008 -0.001 0.075 -0.047 -0.004 |\n", - "| rho_p | 0.057 0.043 0.014 -0.084 1.000 -0.042 0.067 -0.098 0.260 -0.006 -0.027 0.107 0.032 0.211 0.020 0.001 -0.000 -0.017 -0.119 -0.021 0.016 -0.045 0.038 -0.002 |\n", - "| phi_s | -0.027 -0.021 -0.006 0.016 -0.042 1.000 -0.031 0.017 -0.106 -0.003 0.014 -0.042 -0.015 -0.024 0.007 0.000 0.001 0.002 0.655 0.005 -0.014 -0.015 0.017 -0.004 |\n", - "| p4160_s | 0.062 -0.180 -0.114 -0.006 0.067 -0.031 1.000 -0.051 0.161 0.306 -0.111 0.218 0.283 0.021 -0.011 0.002 0.007 -0.111 -0.010 -0.061 0.001 0.033 -0.044 -0.090 |\n", - "| jpsi_p | -0.048 -0.021 0.159 -0.010 -0.098 0.017 -0.051 1.000 0.116 -0.088 0.088 0.231 -0.029 -0.014 -0.015 0.057 0.066 -0.042 -0.005 0.023 -0.058 -0.058 0.033 -0.037 |\n", - "| bplus_2 | 0.128 0.203 -0.094 -0.031 0.260 -0.106 0.161 0.116 1.000 -0.062 -0.319 0.673 0.016 0.043 -0.036 0.003 -0.001 -0.062 -0.034 -0.115 -0.099 0.020 -0.361 0.016 |\n", - "| p4040_p | -0.214 0.186 -0.059 -0.003 -0.006 -0.003 0.306 -0.088 -0.062 1.000 0.123 -0.323 0.004 -0.004 -0.003 0.023 0.030 0.285 -0.002 0.180 -0.062 0.012 -0.010 -0.202 |\n", - "| DDstar_p | -0.173 -0.044 -0.133 0.023 -0.027 0.014 -0.111 0.088 -0.319 0.123 1.000 -0.102 -0.093 0.073 0.002 0.002 0.041 0.181 0.006 0.253 0.140 0.025 0.395 -0.046 |\n", - "| Ctt | 0.314 -0.079 -0.352 -0.012 0.107 -0.042 0.218 0.231 0.673 -0.323 -0.102 1.000 0.221 0.018 -0.015 0.001 -0.005 -0.386 -0.013 -0.233 -0.158 -0.010 -0.187 0.213 |\n", - "| p4415_s | 0.147 -0.096 -0.020 0.001 0.032 -0.015 0.283 -0.029 0.016 0.004 -0.093 0.221 1.000 0.023 -0.005 0.000 -0.000 -0.030 -0.004 -0.074 -0.000 0.023 0.049 -0.003 |\n", - "| rho_s | 0.014 -0.006 0.047 0.370 0.211 -0.024 0.021 -0.014 0.043 -0.004 0.073 0.018 0.023 1.000 0.041 0.002 0.002 -0.006 -0.011 0.028 0.019 0.245 -0.143 -0.001 |\n", - "| omega_s | -0.009 -0.009 -0.003 0.792 0.020 0.007 -0.011 -0.015 -0.036 -0.003 0.002 -0.015 -0.005 0.041 1.000 0.000 0.000 -0.002 -0.067 -0.001 -0.007 -0.002 0.002 -0.005 |\n", - "| Dbar_s | -0.000 0.016 0.027 0.001 0.001 0.000 0.002 0.057 0.003 0.023 0.002 0.001 0.000 0.002 0.000 1.000 -0.002 0.030 0.001 0.040 0.029 0.001 0.003 0.029 |\n", - "| DDstar_s | 0.005 0.031 0.005 0.001 -0.000 0.001 0.007 0.066 -0.001 0.030 0.041 -0.005 -0.000 0.002 0.000 -0.002 1.000 0.047 0.001 0.031 0.030 0.001 0.008 0.027 |\n", - "| p4160_p | -0.529 0.320 -0.002 -0.002 -0.017 0.002 -0.111 -0.042 -0.062 0.285 0.181 -0.386 -0.030 -0.006 -0.002 0.030 0.047 1.000 -0.001 0.203 -0.010 0.008 -0.013 -0.132 |\n", - "| phi_p | -0.009 -0.008 0.001 -0.019 -0.119 0.655 -0.010 -0.005 -0.034 -0.002 0.006 -0.013 -0.004 -0.011 -0.067 0.001 0.001 -0.001 1.000 0.002 -0.005 0.012 -0.007 -0.004 |\n", - "| p3770_p | -0.151 0.059 0.294 0.008 -0.021 0.005 -0.061 0.023 -0.115 0.180 0.253 -0.233 -0.074 0.028 -0.001 0.040 0.031 0.203 0.002 1.000 -0.256 0.035 0.125 -0.004 |\n", - "| p3770_s | 0.084 -0.013 -0.077 -0.001 0.016 -0.014 0.001 -0.058 -0.099 -0.062 0.140 -0.158 -0.000 0.019 -0.007 0.029 0.030 -0.010 -0.005 -0.256 1.000 0.044 0.053 -0.429 |\n", - "| bplus_0 | 0.021 0.009 0.031 0.075 -0.045 -0.015 0.033 -0.058 0.020 0.012 0.025 -0.010 0.023 0.245 -0.002 0.001 0.001 0.008 0.012 0.035 0.044 1.000 -0.815 -0.007 |\n", - "| bplus_1 | -0.039 -0.138 0.179 -0.047 0.038 0.017 -0.044 0.033 -0.361 -0.010 0.395 -0.187 0.049 -0.143 0.002 0.003 0.008 -0.013 -0.007 0.125 0.053 -0.815 1.000 -0.001 |\n", - "| psi2s_p | -0.054 -0.092 -0.072 -0.004 -0.002 -0.004 -0.090 -0.037 0.016 -0.202 -0.046 0.213 -0.003 -0.001 -0.005 0.029 0.027 -0.132 -0.004 -0.004 -0.429 -0.007 -0.001 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16670473297774496}), (, {'error': 0.17455966391124234}), (, {'error': 0.3199828006622023}), (, {'error': 0.3610935105435722}), (, {'error': 0.40381690482070276}), (, {'error': 1.0558686826261567}), (, {'error': 0.16215537921415568}), (, {'error': 0.02536852625972852}), (, {'error': 0.0890820072463715}), (, {'error': 0.20342921971294703}), (, {'error': 0.3458830217711011}), (, {'error': 0.2101089739186368}), (, {'error': 0.1829409110683209}), (, {'error': 0.34797751532638177}), (, {'error': 1.4982037468324707}), (, {'error': 0.018842723777357684}), (, {'error': 0.023752029623448134}), (, {'error': 0.10805442127073928}), (, {'error': 0.18487092912458003}), (, {'error': 0.10592024826967394}), (, {'error': 0.2277031571942929}), (, {'error': 0.01988274009894897}), (, {'error': 0.04426076790259237}), (, {'error': 0.0317855276780179})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 -0.032 0.036 0.008 -0.480 -0.000 0.228 -0.003 0.001 -0.083 -0.003 0.005 -0.023 -0.008 0.443 0.079 0.019 -0.005 0.080 0.163 -0.071 |\n", + "| psi2s_p | -0.032 1.000 0.002 0.007 0.599 0.004 0.307 -0.000 0.002 -0.001 0.400 0.006 -0.033 -0.001 -0.151 0.438 0.003 -0.010 0.045 0.151 0.287 |\n", + "| p3770_s | 0.036 0.002 1.000 -0.005 -0.272 -0.005 0.061 0.002 -0.009 -0.082 -0.183 0.002 0.033 0.006 0.141 -0.239 -0.014 -0.008 -0.278 0.051 -0.107 |\n", + "| phi_p | 0.008 0.007 -0.005 1.000 -0.002 0.075 -0.004 0.000 0.007 0.004 0.002 -0.000 0.001 -0.050 0.022 -0.010 0.711 0.000 0.026 -0.003 0.007 |\n", + "| Dbar_p | -0.480 0.599 -0.272 -0.002 1.000 0.013 0.045 0.005 0.010 0.198 0.298 -0.007 0.086 0.020 -0.705 0.517 -0.030 -0.002 0.007 0.025 0.218 |\n", + "| omega_p | -0.000 0.004 -0.005 0.075 0.013 1.000 0.006 -0.183 0.715 -0.001 0.004 0.000 -0.003 -0.035 -0.011 0.002 0.041 -0.000 -0.001 0.003 0.011 |\n", + "| p4160_p | 0.228 0.307 0.061 -0.004 0.045 0.006 1.000 0.003 0.003 -0.051 0.311 0.019 -0.121 0.010 0.251 0.260 -0.020 -0.001 -0.107 0.344 0.289 |\n", + "| omega_s | -0.003 -0.000 0.002 0.000 0.005 -0.183 0.003 1.000 -0.048 -0.001 0.001 0.000 0.001 0.003 -0.010 0.007 -0.006 -0.000 -0.010 0.002 0.000 |\n", + "| rho_s | 0.001 0.002 -0.009 0.007 0.010 0.715 0.003 -0.048 1.000 -0.004 0.003 -0.000 -0.008 0.039 -0.010 -0.010 -0.018 0.000 0.003 0.000 0.011 |\n", + "| p4415_s | -0.083 -0.001 -0.082 0.004 0.198 -0.001 -0.051 -0.001 -0.004 1.000 -0.076 -0.006 0.373 -0.002 -0.313 0.081 0.004 -0.007 0.283 -0.102 0.080 |\n", + "| p3770_p | -0.003 0.400 -0.183 0.002 0.298 0.004 0.311 0.001 0.003 -0.076 1.000 0.010 -0.047 0.003 0.038 0.272 -0.004 -0.015 -0.039 0.154 0.233 |\n", + "| p4040_s | 0.005 0.006 0.002 -0.000 -0.007 0.000 0.019 0.000 -0.000 -0.006 0.010 1.000 0.015 0.000 0.013 -0.002 -0.001 -0.158 -0.015 0.012 0.001 |\n", + "| p4160_s | -0.023 -0.033 0.033 0.001 0.086 -0.003 -0.121 0.001 -0.008 0.373 -0.047 0.015 1.000 0.001 -0.242 0.026 -0.003 -0.021 0.201 -0.152 0.069 |\n", + "| rho_p | -0.008 -0.001 0.006 -0.050 0.020 -0.035 0.010 0.003 0.039 -0.002 0.003 0.000 0.001 1.000 -0.030 0.011 -0.023 -0.001 -0.028 0.007 0.005 |\n", + "| DDstar_p | 0.443 -0.151 0.141 0.022 -0.705 -0.011 0.251 -0.010 -0.010 -0.313 0.038 0.013 -0.242 -0.030 1.000 -0.115 0.063 -0.001 0.298 0.057 0.359 |\n", + "| jpsi_p | 0.079 0.438 -0.239 -0.010 0.517 0.002 0.260 0.007 -0.010 0.081 0.272 -0.002 0.026 0.011 -0.115 1.000 -0.040 -0.005 0.297 0.155 0.595 |\n", + "| phi_s | 0.019 0.003 -0.014 0.711 -0.030 0.041 -0.020 -0.006 -0.018 0.004 -0.004 -0.001 -0.003 -0.023 0.063 -0.040 1.000 0.002 0.063 -0.015 -0.002 |\n", + "| p4040_p | -0.005 -0.010 -0.008 0.000 -0.002 -0.000 -0.001 -0.000 0.000 -0.007 -0.015 -0.158 -0.021 -0.001 -0.001 -0.005 0.002 1.000 0.006 -0.008 -0.012 |\n", + "| Ctt | 0.080 0.045 -0.278 0.026 0.007 -0.001 -0.107 -0.010 0.003 0.283 -0.039 -0.015 0.201 -0.028 0.298 0.297 0.063 0.006 1.000 -0.005 0.699 |\n", + "| p4415_p | 0.163 0.151 0.051 -0.003 0.025 0.003 0.344 0.002 0.000 -0.102 0.154 0.012 -0.152 0.007 0.057 0.155 -0.015 -0.008 -0.005 1.000 0.181 |\n", + "| Dbar_s | -0.071 0.287 -0.107 0.007 0.218 0.011 0.289 0.000 0.011 0.080 0.233 0.001 0.069 0.005 0.359 0.595 -0.002 -0.012 0.699 0.181 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.4351676537588786}), (, {'error': 0.04090041910625741}), (, {'error': 0.24208435639383685}), (, {'error': 0.22941688567627283}), (, {'error': 0.49040939423149}), (, {'error': 0.22580633660172378}), (, {'error': 0.09702051595701366}), (, {'error': 0.6741268669711005}), (, {'error': 0.3625062390111441}), (, {'error': 0.1836061867717459}), (, {'error': 0.11416570357170674}), (, {'error': 0.01883356472198352}), (, {'error': 0.14777467234880293}), (, {'error': 0.128121692024874}), (, {'error': 0.35043613437600696}), (, {'error': 0.03797613150837309}), (, {'error': 1.1098995970140706}), (, {'error': 10.022366753195268}), (, {'error': 0.2133309989282856}), (, {'error': 0.15649631119914353}), (, {'error': 0.5783453513291319})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 14/50\n", - "Time taken: 36 min, 24 s\n", - "Projected time left: 1 h, 33 min\n", + "Toy 14/15\n", + "Time taken: 30 min, 20 s\n", + "Projected time left: 2 min, 10 s\n", "Toy 14: Generating data...\n", "Toy 14: Data generation finished\n", "Toy 14: Loading data...\n", "Toy 14: Loading data finished\n", "Toy 14: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 3.01E+05 | Ncalls=499 (510 total) |\n", - "| EDM = 3.62E+08 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1079 (1079 total) |\n", + "| EDM = 0.0142 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2762,2040 +2776,72 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 300954.49119041505\n", + "Function minimum: 297806.12169336\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.722E-1 | 0.003E-1 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 0.442E1 | 0.000E1 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -0.242 | 0.013 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 1.003 | 0.003 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 2.837 | 0.003 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 2.249E1 | 0.000E1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.353E1 | 0.000E1 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -0.5 | 7.5 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 1.636 | 0.001 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 2.806 | 0.003 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 2.097 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.428 | 0.001 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.900 | 0.000 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.450 | 0.000 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 0.444E1 | 0.000E1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 1.940E-1 | 0.001E-1 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.871E-1 | 0.001E-1 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -5.310 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.473E1 | 0.000E1 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -3.962 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.226 | 0.001 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.610 | 0.011 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -1.459 | 0.005 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 0.852 | 0.007 | | |-6.28319 | 6.28319 | |\n", + "| 0 | DDstar_s | 0.29 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 2 | p3770_s | 2.55 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 3 | phi_p | -5.55 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 4 | Dbar_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 5 | omega_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p4160_p | 4.28 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 7 | omega_s | 4.7 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 8 | rho_s | 1.59 | 0.31 | | |0.0253049| 2.0747 | |\n", + "| 9 | p4415_s | 0.126 | 0.016 | | |0.126447 | 2.35355 | |\n", + "| 10| p3770_p | 4.41 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 11| p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 12| p4160_s | 2.04 | 0.16 | | | 0.71676 | 3.68324 | |\n", + "| 13| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 14| DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 15| jpsi_p | -4.830 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 16| phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | |\n", + "| 17| p4040_p | -2.50 | 0.24 | | |-6.28319 | 6.28319 | |\n", + "| 18| Ctt | -0.12 | 0.16 | | | -1.5 | 1.5 | |\n", + "| 19| p4415_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 20| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | |\n", "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.068 -0.147 -0.005 -0.038 -0.002 0.002 0.150 -0.135 0.045 -0.125 -0.003 0.030 -0.006 0.001 -0.014 -0.074 0.138 -0.035 -0.135 0.052 -0.150 -0.149 -0.142 |\n", - "| p4415_p | -0.068 1.000 0.444 0.016 0.114 0.005 -0.005 -0.455 0.409 -0.137 0.379 0.010 -0.090 0.019 -0.003 0.043 0.223 -0.419 0.107 0.409 -0.156 0.454 0.452 0.429 |\n", - "| Dbar_p | -0.147 0.444 1.000 0.035 0.244 0.011 -0.011 -0.976 0.879 -0.293 0.814 0.022 -0.194 0.042 -0.005 0.091 0.479 -0.899 0.230 0.877 -0.335 0.975 0.970 0.920 |\n", - "| omega_p | -0.005 0.016 0.035 1.000 0.009 0.000 -0.000 -0.035 0.032 -0.011 0.030 0.001 -0.007 0.002 -0.000 0.003 0.017 -0.033 0.008 0.032 -0.012 0.035 0.035 0.033 |\n", - "| rho_p | -0.038 0.114 0.244 0.009 1.000 0.003 -0.003 -0.250 0.225 -0.075 0.208 0.006 -0.050 0.011 -0.001 0.023 0.123 -0.230 0.059 0.224 -0.086 0.249 0.248 0.235 |\n", - "| phi_s | -0.002 0.005 0.011 0.000 0.003 1.000 -0.000 -0.011 0.010 -0.003 0.009 0.000 -0.002 0.000 -0.000 0.001 0.006 -0.010 0.003 0.010 -0.004 0.011 0.011 0.011 |\n", - "| p4160_s | 0.002 -0.005 -0.011 -0.000 -0.003 -0.000 1.000 0.011 -0.010 0.003 -0.009 -0.000 0.002 -0.000 0.000 -0.001 -0.005 0.010 -0.003 -0.010 0.004 -0.011 -0.011 -0.011 |\n", - "| jpsi_p | 0.150 -0.455 -0.976 -0.035 -0.250 -0.011 0.011 1.000 -0.900 0.300 -0.833 -0.022 0.199 -0.043 0.005 -0.094 -0.491 0.921 -0.236 -0.898 0.343 -0.999 -0.994 -0.943 |\n", - "| bplus_2 | -0.135 0.409 0.879 0.032 0.225 0.010 -0.010 -0.900 1.000 -0.270 0.750 0.020 -0.179 0.038 -0.005 0.084 0.442 -0.829 0.212 0.809 -0.309 0.899 0.894 0.848 |\n", - "| p4040_p | 0.045 -0.137 -0.293 -0.011 -0.075 -0.003 0.003 0.300 -0.270 1.000 -0.250 -0.007 0.060 -0.013 0.002 -0.028 -0.147 0.277 -0.071 -0.270 0.103 -0.300 -0.299 -0.283 |\n", - "| DDstar_p | -0.125 0.379 0.814 0.030 0.208 0.009 -0.009 -0.833 0.750 -0.250 1.000 0.019 -0.166 0.036 -0.005 0.078 0.409 -0.767 0.197 0.749 -0.286 0.832 0.828 0.786 |\n", - "| Ctt | -0.003 0.010 0.022 0.001 0.006 0.000 -0.000 -0.022 0.020 -0.007 0.019 1.000 -0.004 0.001 -0.000 0.002 0.011 -0.021 0.005 0.020 -0.008 0.022 0.022 0.021 |\n", - "| p4415_s | 0.030 -0.090 -0.194 -0.007 -0.050 -0.002 0.002 0.199 -0.179 0.060 -0.166 -0.004 1.000 -0.008 0.001 -0.019 -0.097 0.183 -0.047 -0.179 0.068 -0.198 -0.197 -0.187 |\n", - "| rho_s | -0.006 0.019 0.042 0.002 0.011 0.000 -0.000 -0.043 0.038 -0.013 0.036 0.001 -0.008 1.000 -0.000 0.004 0.021 -0.039 0.010 0.038 -0.015 0.043 0.042 0.040 |\n", - "| omega_s | 0.001 -0.003 -0.005 -0.000 -0.001 -0.000 0.000 0.005 -0.005 0.002 -0.005 -0.000 0.001 -0.000 1.000 -0.001 -0.003 0.005 -0.001 -0.005 0.002 -0.005 -0.005 -0.005 |\n", - "| Dbar_s | -0.014 0.043 0.091 0.003 0.023 0.001 -0.001 -0.094 0.084 -0.028 0.078 0.002 -0.019 0.004 -0.001 1.000 0.046 -0.086 0.022 0.084 -0.032 0.094 0.093 0.088 |\n", - "| DDstar_s | -0.074 0.223 0.479 0.017 0.123 0.006 -0.005 -0.491 0.442 -0.147 0.409 0.011 -0.097 0.021 -0.003 0.046 1.000 -0.452 0.116 0.441 -0.168 0.490 0.488 0.462 |\n", - "| p4160_p | 0.138 -0.419 -0.899 -0.033 -0.230 -0.010 0.010 0.921 -0.829 0.277 -0.767 -0.021 0.183 -0.039 0.005 -0.086 -0.452 1.000 -0.217 -0.827 0.316 -0.919 -0.915 -0.868 |\n", - "| phi_p | -0.035 0.107 0.230 0.008 0.059 0.003 -0.003 -0.236 0.212 -0.071 0.197 0.005 -0.047 0.010 -0.001 0.022 0.116 -0.217 1.000 0.212 -0.081 0.236 0.234 0.222 |\n", - "| p3770_p | -0.135 0.409 0.877 0.032 0.224 0.010 -0.010 -0.898 0.809 -0.270 0.749 0.020 -0.179 0.038 -0.005 0.084 0.441 -0.827 0.212 1.000 -0.308 0.897 0.893 0.847 |\n", - "| p3770_s | 0.052 -0.156 -0.335 -0.012 -0.086 -0.004 0.004 0.343 -0.309 0.103 -0.286 -0.008 0.068 -0.015 0.002 -0.032 -0.168 0.316 -0.081 -0.308 1.000 -0.343 -0.341 -0.324 |\n", - "| bplus_0 | -0.150 0.454 0.975 0.035 0.249 0.011 -0.011 -0.999 0.899 -0.300 0.832 0.022 -0.198 0.043 -0.005 0.094 0.490 -0.919 0.236 0.897 -0.343 1.000 0.992 0.941 |\n", - "| bplus_1 | -0.149 0.452 0.970 0.035 0.248 0.011 -0.011 -0.994 0.894 -0.299 0.828 0.022 -0.197 0.042 -0.005 0.093 0.488 -0.915 0.234 0.893 -0.341 0.992 1.000 0.937 |\n", - "| psi2s_p | -0.142 0.429 0.920 0.033 0.235 0.011 -0.011 -0.943 0.848 -0.283 0.786 0.021 -0.187 0.040 -0.005 0.088 0.462 -0.868 0.222 0.847 -0.324 0.941 0.937 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.00025396092600836473}), (, {'error': 0.0022557356633452486}), (, {'error': 0.012770953276444619}), (, {'error': 0.0027712181507384415}), (, {'error': 0.0026373703798707737}), (, {'error': 0.001311294542750474}), (, {'error': 0.0002979940234086875}), (, {'error': 7.538393399094717}), (, {'error': 0.0012079570905043635}), (, {'error': 0.002675039946889335}), (, {'error': 0.004824521728701292}), (, {'error': 0.0006510696697651364}), (, {'error': 0.00041411560956838844}), (, {'error': 0.0003761572802092883}), (, {'error': 0.0005063587021458815}), (, {'error': 0.00010396802913359426}), (, {'error': 0.00014910903414590282}), (, {'error': 0.00395180929732053}), (, {'error': 0.0018710285267511395}), (, {'error': 0.004920171551435315}), (, {'error': 0.0007512038763748397}), (, {'error': 0.010527672228451967}), (, {'error': 0.004615384950292234}), (, {'error': 0.007250100741283294})])\n" + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| DDstar_s | 1.000 -0.403 0.325 -0.019 -0.737 0.000 0.132 -0.011 0.014 0.006 -0.170 -0.109 0.138 -0.012 -0.290 -0.353 -0.026 0.233 0.009 0.000 -0.699 |\n", + "| psi2s_p | -0.403 1.000 -0.102 0.031 0.663 -0.001 0.209 0.028 -0.029 0.001 0.387 -0.173 -0.208 0.034 0.157 0.216 0.057 -0.027 -0.268 0.005 0.593 |\n", + "| p3770_s | 0.325 -0.102 1.000 -0.027 -0.459 0.001 0.079 -0.028 0.014 0.004 -0.208 0.130 0.234 -0.033 -0.140 -0.237 -0.060 0.254 -0.273 -0.006 -0.386 |\n", + "| phi_p | -0.019 0.031 -0.027 1.000 0.049 -0.004 -0.016 -0.024 0.019 -0.001 0.012 0.005 -0.013 0.075 0.015 0.000 0.646 -0.025 0.032 0.000 0.044 |\n", + "| Dbar_p | -0.737 0.663 -0.459 0.049 1.000 -0.001 -0.015 0.043 -0.039 -0.005 0.361 -0.089 -0.347 0.047 0.454 0.339 0.090 -0.296 -0.029 0.009 0.741 |\n", + "| omega_p | 0.000 -0.001 0.001 -0.004 -0.001 1.000 0.001 0.070 -0.019 0.000 -0.000 -0.000 0.000 -0.003 -0.001 -0.001 0.001 0.001 -0.002 -0.000 -0.001 |\n", + "| p4160_p | 0.132 0.209 0.079 -0.016 -0.015 0.001 1.000 -0.021 0.013 0.010 0.219 -0.462 -0.037 -0.023 -0.151 0.103 -0.041 0.156 -0.501 -0.009 -0.001 |\n", + "| omega_s | -0.011 0.028 -0.028 -0.024 0.043 0.070 -0.021 1.000 -0.406 -0.001 0.009 0.008 -0.012 -0.154 0.019 0.003 0.002 -0.027 0.044 0.000 0.040 |\n", + "| rho_s | 0.014 -0.029 0.014 0.019 -0.039 -0.019 0.013 -0.406 1.000 0.000 -0.010 -0.009 0.003 -0.073 -0.016 -0.034 -0.027 0.014 -0.019 0.000 -0.035 |\n", + "| p4415_s | 0.006 0.001 0.004 -0.001 -0.005 0.000 0.010 -0.001 0.000 1.000 0.003 -0.007 -0.005 -0.001 -0.005 0.001 -0.001 0.005 -0.011 -0.010 -0.004 |\n", + "| p3770_p | -0.170 0.387 -0.208 0.012 0.361 -0.000 0.219 0.009 -0.010 0.003 1.000 -0.160 -0.074 0.011 0.074 0.152 0.020 0.115 -0.280 0.002 0.321 |\n", + "| p4040_s | -0.109 -0.173 0.130 0.005 -0.089 -0.000 -0.462 0.008 -0.009 -0.007 -0.160 1.000 -0.167 0.010 -0.052 -0.094 0.013 -0.217 0.359 0.003 -0.130 |\n", + "| p4160_s | 0.138 -0.208 0.234 -0.013 -0.347 0.000 -0.037 -0.012 0.003 -0.005 -0.074 -0.167 1.000 -0.013 -0.143 -0.208 -0.028 0.469 0.005 -0.009 -0.323 |\n", + "| rho_p | -0.012 0.034 -0.033 0.075 0.047 -0.003 -0.023 -0.154 -0.073 -0.001 0.011 0.010 -0.013 1.000 0.019 0.015 0.036 -0.031 0.054 0.000 0.043 |\n", + "| DDstar_p | -0.290 0.157 -0.140 0.015 0.454 -0.001 -0.151 0.019 -0.016 -0.005 0.074 -0.052 -0.143 0.019 1.000 -0.119 0.035 -0.162 -0.129 0.007 0.393 |\n", + "| jpsi_p | -0.353 0.216 -0.237 0.000 0.339 -0.001 0.103 0.003 -0.034 0.001 0.152 -0.094 -0.208 0.015 -0.119 1.000 -0.007 -0.128 -0.141 0.006 0.193 |\n", + "| phi_s | -0.026 0.057 -0.060 0.646 0.090 0.001 -0.041 0.002 -0.027 -0.001 0.020 0.013 -0.028 0.036 0.035 -0.007 1.000 -0.056 0.089 0.001 0.082 |\n", + "| p4040_p | 0.233 -0.027 0.254 -0.025 -0.296 0.001 0.156 -0.027 0.014 0.005 0.115 -0.217 0.469 -0.031 -0.162 -0.128 -0.056 1.000 -0.399 -0.009 -0.251 |\n", + "| Ctt | 0.009 -0.268 -0.273 0.032 -0.029 -0.002 -0.501 0.044 -0.019 -0.011 -0.280 0.359 0.005 0.054 -0.129 -0.141 0.089 -0.399 1.000 -0.003 -0.199 |\n", + "| p4415_p | 0.000 0.005 -0.006 0.000 0.009 -0.000 -0.009 0.000 0.000 -0.010 0.002 0.003 -0.009 0.000 0.007 0.006 0.001 -0.009 -0.003 1.000 0.010 |\n", + "| Dbar_s | -0.699 0.593 -0.386 0.044 0.741 -0.001 -0.001 0.040 -0.035 -0.004 0.321 -0.130 -0.323 0.043 0.393 0.193 0.082 -0.251 -0.199 0.010 1.000 |\n", + "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.06688722453938811}), (, {'error': 0.04149382929381229}), (, {'error': 0.2550664889635734}), (, {'error': 0.19013215462474609}), (, {'error': 0.1885248342997956}), (, {'error': 0.10232506987486989}), (, {'error': 0.10563918790834137}), (, {'error': 0.9152925069710411}), (, {'error': 0.3127593208064462}), (, {'error': 0.015928954497738665}), (, {'error': 0.11425790661196267}), (, {'error': 0.16621689464617262}), (, {'error': 0.1612227852060888}), (, {'error': 0.446496431419928}), (, {'error': 0.6144703705613441}), (, {'error': 0.025977194618548083}), (, {'error': 1.005919398835962}), (, {'error': 0.24279549889988083}), (, {'error': 0.15727258201923489}), (, {'error': 0.15182849144352994}), (, {'error': 0.4291193487086542})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 15/50\n", - "Time taken: 39 min, 9 s\n", - "Projected time left: 1 h, 31 min\n", - "Toy 15: Generating data...\n", - "Directory data/zfit_toys/toy_15 Created \n", - "Toy 15: Data generation finished\n", - "Toy 15: Loading data...\n", - "Toy 15: Loading data finished\n", - "Toy 15: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1373 (1373 total) |\n", - "| EDM = 8.68E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297056.5471332131\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.36 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.08 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 1.83 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.11 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.44 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.58 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.653 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.24 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.08 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.32 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.30 | 0.32 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.9 | 1.2 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.08 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.78 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.63 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.66 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.498 | 0.022 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.94 | 0.05 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.195 -0.135 0.004 0.065 -0.039 0.201 -0.050 0.121 -0.209 -0.141 0.306 0.195 -0.004 0.010 0.001 0.007 -0.524 -0.022 -0.123 0.083 0.025 -0.018 -0.072 |\n", - "| p4415_p | -0.195 1.000 -0.108 0.005 0.052 -0.033 -0.205 -0.027 0.211 0.189 -0.049 -0.039 -0.158 -0.018 0.013 0.014 0.029 0.298 -0.019 0.053 -0.014 0.010 -0.123 -0.098 |\n", - "| Dbar_p | -0.135 -0.108 1.000 -0.004 0.026 -0.007 -0.077 0.164 -0.091 -0.023 -0.114 -0.331 0.016 0.039 -0.012 0.023 0.005 -0.003 -0.002 0.272 -0.070 0.033 0.179 -0.056 |\n", - "| omega_p | 0.004 0.005 -0.004 1.000 -0.027 0.002 0.003 -0.022 0.024 -0.002 -0.012 0.005 -0.001 -0.033 0.525 0.000 0.000 -0.002 -0.039 -0.007 -0.001 -0.038 0.029 -0.002 |\n", - "| rho_p | 0.065 0.052 0.026 -0.027 1.000 -0.171 0.077 -0.098 0.275 -0.009 -0.006 0.110 0.022 0.141 0.232 0.001 0.000 -0.010 -0.282 -0.015 0.022 0.012 0.010 0.000 |\n", - "| phi_s | -0.039 -0.033 -0.007 0.002 -0.171 1.000 -0.043 0.042 -0.147 -0.001 0.018 -0.052 -0.011 -0.019 -0.038 -0.000 0.001 -0.000 0.529 0.010 -0.019 -0.017 0.012 -0.003 |\n", - "| p4160_s | 0.201 -0.205 -0.077 0.003 0.077 -0.043 1.000 -0.034 0.138 0.212 -0.077 0.269 0.318 0.004 0.009 0.002 0.007 -0.193 -0.024 -0.063 0.014 0.040 0.001 -0.066 |\n", - "| jpsi_p | -0.050 -0.027 0.164 -0.022 -0.098 0.042 -0.034 1.000 0.110 -0.078 0.129 0.234 -0.023 0.030 -0.043 0.049 0.061 -0.045 0.026 0.029 -0.054 -0.046 0.037 -0.027 |\n", - "| bplus_2 | 0.121 0.211 -0.091 0.024 0.275 -0.147 0.138 0.110 1.000 -0.089 -0.289 0.671 -0.063 -0.062 0.065 0.003 0.002 -0.058 -0.087 -0.101 -0.100 -0.028 -0.294 0.013 |\n", - "| p4040_p | -0.209 0.189 -0.023 -0.002 -0.009 -0.001 0.212 -0.078 -0.089 1.000 0.171 -0.368 -0.052 0.004 -0.004 0.026 0.035 0.371 -0.001 0.213 -0.054 0.015 0.008 -0.200 |\n", - "| DDstar_p | -0.141 -0.049 -0.114 -0.012 -0.006 0.018 -0.077 0.129 -0.289 0.171 1.000 -0.100 -0.051 0.074 -0.029 0.001 0.035 0.202 0.011 0.238 0.142 0.031 0.366 -0.023 |\n", - "| Ctt | 0.306 -0.039 -0.331 0.005 0.110 -0.052 0.269 0.234 0.671 -0.368 -0.100 1.000 0.206 -0.021 0.019 0.002 -0.004 -0.391 -0.027 -0.222 -0.166 -0.006 -0.174 0.218 |\n", - "| p4415_s | 0.195 -0.158 0.016 -0.001 0.022 -0.011 0.318 -0.023 -0.063 -0.052 -0.051 0.206 1.000 0.017 -0.004 -0.000 -0.001 -0.074 -0.006 -0.070 0.007 0.023 0.098 0.017 |\n", - "| rho_s | -0.004 -0.018 0.039 -0.033 0.141 -0.019 0.004 0.030 -0.062 0.004 0.074 -0.021 0.017 1.000 -0.402 0.001 0.001 0.003 0.074 0.030 0.012 0.245 -0.154 0.004 |\n", - "| omega_s | 0.010 0.013 -0.012 0.525 0.232 -0.038 0.009 -0.043 0.065 -0.004 -0.029 0.019 -0.004 -0.402 1.000 0.000 -0.000 -0.004 -0.143 -0.016 -0.003 -0.104 0.076 -0.004 |\n", - "| Dbar_s | 0.001 0.014 0.023 0.000 0.001 -0.000 0.002 0.049 0.003 0.026 0.001 0.002 -0.000 0.001 0.000 1.000 -0.001 0.031 0.001 0.032 0.027 0.001 0.001 0.026 |\n", - "| DDstar_s | 0.007 0.029 0.005 0.000 0.000 0.001 0.007 0.061 0.002 0.035 0.035 -0.004 -0.001 0.001 -0.000 -0.001 1.000 0.051 0.001 0.025 0.027 0.001 0.003 0.026 |\n", - "| p4160_p | -0.524 0.298 -0.003 -0.002 -0.010 -0.000 -0.193 -0.045 -0.058 0.371 0.202 -0.391 -0.074 0.003 -0.004 0.031 0.051 1.000 -0.000 0.213 -0.001 0.014 -0.009 -0.151 |\n", - "| phi_p | -0.022 -0.019 -0.002 -0.039 -0.282 0.529 -0.024 0.026 -0.087 -0.001 0.011 -0.027 -0.006 0.074 -0.143 0.001 0.001 -0.000 1.000 0.008 -0.009 0.016 -0.019 -0.003 |\n", - "| p3770_p | -0.123 0.053 0.272 -0.007 -0.015 0.010 -0.063 0.029 -0.101 0.213 0.238 -0.222 -0.070 0.030 -0.016 0.032 0.025 0.213 0.008 1.000 -0.231 0.033 0.102 -0.002 |\n", - "| p3770_s | 0.083 -0.014 -0.070 -0.001 0.022 -0.019 0.014 -0.054 -0.100 -0.054 0.142 -0.166 0.007 0.012 -0.003 0.027 0.027 -0.001 -0.009 -0.231 1.000 0.042 0.053 -0.433 |\n", - "| bplus_0 | 0.025 0.010 0.033 -0.038 0.012 -0.017 0.040 -0.046 -0.028 0.015 0.031 -0.006 0.023 0.245 -0.104 0.001 0.001 0.014 0.016 0.033 0.042 1.000 -0.829 -0.005 |\n", - "| bplus_1 | -0.018 -0.123 0.179 0.029 0.010 0.012 0.001 0.037 -0.294 0.008 0.366 -0.174 0.098 -0.154 0.076 0.001 0.003 -0.009 -0.019 0.102 0.053 -0.829 1.000 0.012 |\n", - "| psi2s_p | -0.072 -0.098 -0.056 -0.002 0.000 -0.003 -0.066 -0.027 0.013 -0.200 -0.023 0.218 0.017 0.004 -0.004 0.026 0.026 -0.151 -0.003 -0.002 -0.433 -0.005 0.012 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16318456767014933}), (, {'error': 0.1822643273836846}), (, {'error': 0.3070211990571754}), (, {'error': 0.2913176329978828}), (, {'error': 0.29599905439618723}), (, {'error': 0.9471997999073114}), (, {'error': 0.16317245763222132}), (, {'error': 0.02560832085393905}), (, {'error': 0.0924763541918232}), (, {'error': 0.14357093685400013}), (, {'error': 0.32862109251096694}), (, {'error': 0.20959508579513447}), (, {'error': 0.190668060825124}), (, {'error': 0.3158592813488633}), (, {'error': 1.1658279811327534}), (, {'error': 0.017062263557001744}), (, {'error': 0.021779927305698582}), (, {'error': 0.0910998023890568}), (, {'error': 0.17019129306428482}), (, {'error': 0.11426046930408873}), (, {'error': 0.23022120441475646}), (, {'error': 0.02167037239063907}), (, {'error': 0.04559109834192554}), (, {'error': 0.03190066934689373})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 16/50\n", - "Time taken: 42 min, 55 s\n", - "Projected time left: 1 h, 30 min\n", - "Toy 16: Generating data...\n", - "Directory data/zfit_toys/toy_16 Created \n", - "Toy 16: Data generation finished\n", - "Toy 16: Loading data...\n", - "Toy 16: Loading data finished\n", - "Toy 16: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.972E+05 | Ncalls=1487 (1487 total) |\n", - "| EDM = 0.000197 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297238.96546407253\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.11 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.33 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.9 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.87 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20.9 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.664 | 0.030 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.20 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.76 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 0.05 | 0.18 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.36 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.031 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.30 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.90 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.36 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.09 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.48 | 0.04 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.98 | 0.07 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.78 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.276 0.210 0.011 0.041 -0.030 0.038 -0.153 -0.059 -0.283 -0.015 0.364 0.176 0.014 0.003 0.008 -0.016 -0.545 -0.014 -0.200 0.056 -0.036 0.001 -0.004 |\n", - "| p4415_p | -0.276 1.000 -0.193 0.009 0.053 -0.038 -0.215 0.143 -0.112 0.193 -0.146 -0.112 -0.185 0.004 0.005 -0.050 -0.020 0.377 -0.014 0.209 0.067 -0.040 0.047 -0.020 |\n", - "| Dbar_p | 0.210 -0.193 1.000 -0.030 -0.011 0.015 0.126 -0.625 -0.244 -0.368 -0.129 0.222 0.059 -0.052 0.001 0.042 0.016 -0.472 -0.009 -0.622 -0.373 0.094 0.029 -0.302 |\n", - "| omega_p | 0.011 0.009 -0.030 1.000 0.079 -0.017 0.013 0.031 0.018 0.012 0.003 0.003 0.013 0.565 -0.482 0.005 0.006 0.004 0.041 0.003 0.012 -0.188 0.178 0.014 |\n", - "| rho_p | 0.041 0.053 -0.011 0.079 1.000 -0.160 0.066 0.007 -0.276 0.027 0.007 0.128 0.010 0.136 -0.007 0.008 0.003 0.004 -0.268 -0.001 0.030 -0.030 0.022 0.016 |\n", - "| phi_s | -0.030 -0.038 0.015 -0.017 -0.160 1.000 -0.047 -0.040 0.145 -0.026 -0.007 -0.071 -0.012 -0.053 -0.010 -0.006 -0.003 -0.007 0.418 -0.000 -0.028 0.137 -0.131 -0.016 |\n", - "| p4160_s | 0.038 -0.215 0.126 0.013 0.066 -0.047 1.000 -0.129 -0.093 0.254 -0.030 0.268 0.330 0.012 0.005 -0.008 -0.013 -0.219 -0.021 -0.083 -0.012 -0.046 0.003 -0.072 |\n", - "| jpsi_p | -0.153 0.143 -0.625 0.031 0.007 -0.040 -0.129 1.000 0.325 0.257 -0.131 -0.406 -0.074 0.063 0.008 -0.052 -0.016 0.363 -0.003 0.372 0.310 -0.152 0.034 0.212 |\n", - "| bplus_2 | -0.059 -0.112 -0.244 0.018 -0.276 0.145 -0.093 0.325 1.000 0.069 -0.004 -0.668 0.106 0.096 -0.020 0.002 0.034 0.071 0.084 0.083 0.124 -0.104 -0.055 0.042 |\n", - "| p4040_p | -0.283 0.193 -0.368 0.012 0.027 -0.026 0.254 0.257 0.069 1.000 -0.110 -0.267 0.022 0.015 0.003 -0.064 -0.004 0.281 -0.005 0.338 0.082 -0.049 0.007 -0.069 |\n", - "| DDstar_p | -0.015 -0.146 -0.129 0.003 0.007 -0.007 -0.030 -0.131 -0.004 -0.110 1.000 0.030 0.018 0.006 0.001 -0.020 0.015 -0.148 -0.005 -0.008 -0.057 -0.009 -0.009 -0.064 |\n", - "| Ctt | 0.364 -0.112 0.222 0.003 0.128 -0.071 0.268 -0.406 -0.668 -0.267 0.030 1.000 0.226 -0.029 0.009 -0.060 -0.005 -0.388 -0.033 -0.153 -0.179 0.026 0.042 0.184 |\n", - "| p4415_s | 0.176 -0.185 0.059 0.013 0.010 -0.012 0.330 -0.074 0.106 0.022 0.018 0.226 1.000 0.024 0.001 0.016 -0.001 -0.083 -0.003 -0.084 0.011 -0.034 -0.049 0.025 |\n", - "| rho_s | 0.014 0.004 -0.052 0.565 0.136 -0.053 0.012 0.063 0.096 0.015 0.006 -0.029 0.024 1.000 -0.025 0.009 0.013 0.004 0.083 -0.000 0.016 -0.361 0.339 0.023 |\n", - "| omega_s | 0.003 0.005 0.001 -0.482 -0.007 -0.010 0.005 0.008 -0.020 0.003 0.001 0.009 0.001 -0.025 1.000 0.001 0.000 0.001 0.027 0.000 0.003 -0.006 0.006 0.002 |\n", - "| Dbar_s | 0.008 -0.050 0.042 0.005 0.008 -0.006 -0.008 -0.052 0.002 -0.064 -0.020 -0.060 0.016 0.009 0.001 1.000 -0.004 -0.057 -0.003 -0.004 -0.060 -0.010 -0.016 -0.051 |\n", - "| DDstar_s | -0.016 -0.020 0.016 0.006 0.003 -0.003 -0.013 -0.016 0.034 -0.004 0.015 -0.005 -0.001 0.013 0.000 -0.004 1.000 0.001 -0.001 0.020 0.004 -0.014 -0.021 -0.013 |\n", - "| p4160_p | -0.545 0.377 -0.472 0.004 0.004 -0.007 -0.219 0.363 0.071 0.281 -0.148 -0.388 -0.083 0.004 0.001 -0.057 0.001 1.000 0.003 0.405 0.138 -0.019 0.005 0.032 |\n", - "| phi_p | -0.014 -0.014 -0.009 0.041 -0.268 0.418 -0.021 -0.003 0.084 -0.005 -0.005 -0.033 -0.003 0.083 0.027 -0.003 -0.001 0.003 1.000 0.008 -0.006 0.002 0.001 -0.001 |\n", - "| p3770_p | -0.200 0.209 -0.622 0.003 -0.001 -0.000 -0.083 0.372 0.083 0.338 -0.008 -0.153 -0.084 -0.000 0.000 -0.004 0.020 0.405 0.008 1.000 -0.004 0.015 -0.068 0.229 |\n", - "| p3770_s | 0.056 0.067 -0.373 0.012 0.030 -0.028 -0.012 0.310 0.124 0.082 -0.057 -0.179 0.011 0.016 0.003 -0.060 0.004 0.138 -0.006 -0.004 1.000 -0.045 -0.029 -0.210 |\n", - "| bplus_0 | -0.036 -0.040 0.094 -0.188 -0.030 0.137 -0.046 -0.152 -0.104 -0.049 -0.009 0.026 -0.034 -0.361 -0.006 -0.010 -0.014 -0.019 0.002 0.015 -0.045 1.000 -0.970 -0.040 |\n", - "| bplus_1 | 0.001 0.047 0.029 0.178 0.022 -0.131 0.003 0.034 -0.055 0.007 -0.009 0.042 -0.049 0.339 0.006 -0.016 -0.021 0.005 0.001 -0.068 -0.029 -0.970 1.000 -0.013 |\n", - "| psi2s_p | -0.004 -0.020 -0.302 0.014 0.016 -0.016 -0.072 0.212 0.042 -0.069 -0.064 0.184 0.025 0.023 0.002 -0.051 -0.013 0.032 -0.001 0.229 -0.210 -0.040 -0.013 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17430820803006797}), (, {'error': 0.15731301943835851}), (, {'error': 0.43951684155582615}), (, {'error': 0.20926871426704352}), (, {'error': 0.39944685019919834}), (, {'error': 0.9461245894719816}), (, {'error': 0.1670845935115738}), (, {'error': 0.030455117149485122}), (, {'error': 0.08975199058885597}), (, {'error': 0.1758794775612309}), (, {'error': 0.38283657380449654}), (, {'error': 0.17637216637869146}), (, {'error': 0.18691649633417118}), (, {'error': 0.3344355797558454}), (, {'error': 4.128708351746706}), (, {'error': 0.04765942709239651}), (, {'error': 0.03132781754942093}), (, {'error': 0.11757275432382297}), (, {'error': 0.13596704650602476}), (, {'error': 0.1186323530299731}), (, {'error': 0.2405529677953937}), (, {'error': 0.03515880268056426}), (, {'error': 0.07078527051706063}), (, {'error': 0.033081770055762405})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 17/50\n", - "Time taken: 47 min, 2 s\n", - "Projected time left: 1 h, 31 min\n", - "Toy 17: Generating data...\n", - "Directory data/zfit_toys/toy_17 Created \n", - "Toy 17: Data generation finished\n", - "Toy 17: Loading data...\n", - "Toy 17: Loading data finished\n", - "Toy 17: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=1271 (1271 total) |\n", - "| EDM = 2.68E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297354.44215484225\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.83 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -0.51 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.11 | 0.34 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.9 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.536 | 0.030 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.45 | 0.06 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -3.13 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 6.00 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.5 | 0.3 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.29 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 7.4 | 1.5 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.012 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.010 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 5.86 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.44 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.38 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.434 | 0.017 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.812 | 0.031 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.97 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.029 0.004 -0.001 -0.001 0.003 -0.010 -0.063 -0.119 -0.214 -0.099 0.227 -0.226 0.010 -0.003 -0.010 -0.001 0.008 0.001 -0.152 0.099 0.006 0.071 0.080 |\n", - "| p4415_p | 0.029 1.000 0.010 -0.002 -0.012 0.003 -0.001 0.007 -0.030 -0.010 0.001 -0.018 -0.134 0.004 -0.002 -0.001 -0.002 -0.000 -0.001 0.001 -0.002 -0.002 0.001 0.020 |\n", - "| Dbar_p | 0.004 0.010 1.000 0.006 0.069 -0.018 0.004 0.437 0.080 -0.014 -0.066 -0.054 -0.084 0.009 -0.002 0.011 0.003 0.001 0.010 0.427 0.110 0.029 0.139 0.129 |\n", - "| omega_p | -0.001 -0.002 0.006 1.000 0.043 0.042 0.000 -0.035 0.064 0.008 0.001 0.004 0.013 -0.088 0.750 0.000 0.001 -0.000 0.007 -0.005 0.004 -0.058 0.062 -0.003 |\n", - "| rho_p | -0.001 -0.012 0.069 0.043 1.000 0.122 0.001 -0.085 0.282 0.065 0.022 0.048 0.077 -0.041 0.117 -0.000 0.000 -0.001 0.126 0.013 0.053 0.048 -0.002 0.006 |\n", - "| phi_s | 0.003 0.003 -0.018 0.042 0.122 1.000 -0.001 0.003 -0.063 -0.020 -0.005 -0.016 -0.021 -0.046 0.061 -0.000 -0.000 0.000 0.565 -0.009 -0.019 -0.031 0.029 -0.002 |\n", - "| p4160_s | -0.010 -0.001 0.004 0.000 0.001 -0.001 1.000 0.007 0.007 -0.007 0.011 -0.007 0.009 -0.001 0.000 0.001 0.000 -0.002 0.000 0.009 0.002 0.000 -0.002 -0.001 |\n", - "| jpsi_p | -0.063 0.007 0.437 -0.035 -0.085 0.003 0.007 1.000 0.026 0.038 0.355 0.129 -0.009 0.072 -0.051 0.016 0.011 0.001 -0.023 0.242 0.119 -0.048 0.084 0.050 |\n", - "| bplus_2 | -0.119 -0.030 0.080 0.064 0.282 -0.063 0.007 0.026 1.000 0.114 -0.033 0.524 0.311 -0.188 0.095 0.002 0.017 -0.001 0.030 0.017 0.033 -0.187 0.001 -0.137 |\n", - "| p4040_p | -0.214 -0.010 -0.014 0.008 0.065 -0.020 -0.007 0.038 0.114 1.000 0.193 -0.103 -0.002 -0.017 0.008 0.021 0.015 -0.002 0.006 0.122 0.084 0.014 0.018 -0.204 |\n", - "| DDstar_p | -0.099 0.001 -0.066 0.001 0.022 -0.005 0.011 0.355 -0.033 0.193 1.000 0.008 0.019 0.014 -0.005 -0.001 0.006 -0.001 0.005 0.210 0.192 0.013 0.102 0.138 |\n", - "| Ctt | 0.227 -0.018 -0.054 0.004 0.048 -0.016 -0.007 0.129 0.524 -0.103 0.008 1.000 0.050 -0.019 0.005 0.012 0.004 0.000 -0.001 -0.114 -0.191 -0.032 -0.087 0.041 |\n", - "| p4415_s | -0.226 -0.134 -0.084 0.013 0.077 -0.021 0.009 -0.009 0.311 -0.002 0.019 0.050 1.000 -0.036 0.017 0.008 0.011 0.003 0.007 0.029 0.006 0.011 -0.091 -0.129 |\n", - "| rho_s | 0.010 0.004 0.009 -0.088 -0.041 -0.046 -0.001 0.072 -0.188 -0.017 0.014 -0.019 -0.036 1.000 -0.443 -0.002 -0.003 0.000 -0.012 0.019 -0.005 0.311 -0.290 0.015 |\n", - "| omega_s | -0.003 -0.002 -0.002 0.750 0.117 0.061 0.000 -0.051 0.095 0.008 -0.005 0.005 0.017 -0.443 1.000 0.001 0.001 -0.000 -0.003 -0.012 0.001 -0.140 0.138 -0.007 |\n", - "| Dbar_s | -0.010 -0.001 0.011 0.000 -0.000 -0.000 0.001 0.016 0.002 0.021 -0.001 0.012 0.008 -0.002 0.001 1.000 -0.001 -0.000 0.000 0.012 0.021 0.002 -0.010 0.017 |\n", - "| DDstar_s | -0.001 -0.002 0.003 0.001 0.000 -0.000 0.000 0.011 0.017 0.015 0.006 0.004 0.011 -0.003 0.001 -0.001 1.000 -0.000 0.000 0.000 0.004 0.001 -0.020 0.011 |\n", - "| p4160_p | 0.008 -0.000 0.001 -0.000 -0.001 0.000 -0.002 0.001 -0.001 -0.002 -0.001 0.000 0.003 0.000 -0.000 -0.000 -0.000 1.000 -0.000 -0.001 -0.000 -0.000 -0.000 0.003 |\n", - "| phi_p | 0.001 -0.001 0.010 0.007 0.126 0.565 0.000 -0.023 0.030 0.006 0.005 -0.001 0.007 -0.012 -0.003 0.000 0.000 -0.000 1.000 -0.000 0.005 0.010 0.002 0.001 |\n", - "| p3770_p | -0.152 0.001 0.427 -0.005 0.013 -0.009 0.009 0.242 0.017 0.122 0.210 -0.114 0.029 0.019 -0.012 0.012 0.000 -0.001 -0.000 1.000 -0.153 0.028 0.049 0.140 |\n", - "| p3770_s | 0.099 -0.002 0.110 0.004 0.053 -0.019 0.002 0.119 0.033 0.084 0.192 -0.191 0.006 -0.005 0.001 0.021 0.004 -0.000 0.005 -0.153 1.000 0.038 0.035 -0.397 |\n", - "| bplus_0 | 0.006 -0.002 0.029 -0.058 0.048 -0.031 0.000 -0.048 -0.187 0.014 0.013 -0.032 0.011 0.311 -0.140 0.002 0.001 -0.000 0.010 0.028 0.038 1.000 -0.929 -0.004 |\n", - "| bplus_1 | 0.071 0.001 0.139 0.062 -0.002 0.029 -0.002 0.084 0.001 0.018 0.102 -0.087 -0.091 -0.290 0.138 -0.010 -0.020 -0.000 0.002 0.049 0.035 -0.929 1.000 0.108 |\n", - "| psi2s_p | 0.080 0.020 0.129 -0.003 0.006 -0.002 -0.001 0.050 -0.137 -0.204 0.138 0.041 -0.129 0.015 -0.007 0.017 0.011 0.003 0.001 0.140 -0.397 -0.004 0.108 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.15806685694249056}), (, {'error': 0.17118665495538865}), (, {'error': 0.25325885557375605}), (, {'error': 0.33725779600927286}), (, {'error': 0.6033445707091709}), (, {'error': 0.9940272611261509}), (, {'error': 0.012946672651428126}), (, {'error': 0.030480066915408166}), (, {'error': 0.05854416017804431}), (, {'error': 0.17539009383843385}), (, {'error': 0.22682453945096626}), (, {'error': 0.3246551915820227}), (, {'error': 0.19170396814698937}), (, {'error': 0.335146380930466}), (, {'error': 1.4698024989053584}), (, {'error': 0.012073266877985822}), (, {'error': 0.009733584847225196}), (, {'error': 0.009024268583097239}), (, {'error': 0.20995873916598828}), (, {'error': 0.09979100053255152}), (, {'error': 0.22535027094648497}), (, {'error': 0.016892541771285075}), (, {'error': 0.03148137751423363}), (, {'error': 0.032267329614538376})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 18/50\n", - "Time taken: 51 min, 3 s\n", - "Projected time left: 1 h, 30 min\n", - "Toy 18: Generating data...\n", - "Directory data/zfit_toys/toy_18 Created \n", - "Toy 18: Data generation finished\n", - "Toy 18: Loading data...\n", - "Toy 18: Loading data finished\n", - "Toy 18: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.972E+05 | Ncalls=1354 (1354 total) |\n", - "| EDM = 0.00136 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297161.31125962397\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.14 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 5.07 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.2 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.45 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.577 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.17 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.88 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.85 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.12 | 0.20 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.1 | 1.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.19 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.68 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.87 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.466 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.93 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.239 -0.078 -0.002 0.053 -0.021 0.063 -0.022 0.096 -0.233 -0.123 0.338 0.172 0.015 -0.006 -0.000 0.004 -0.554 -0.001 -0.142 0.105 0.023 0.016 -0.008 |\n", - "| p4415_p | -0.239 1.000 -0.073 -0.009 0.052 -0.023 -0.193 -0.029 0.193 0.148 -0.021 -0.057 -0.150 -0.001 -0.010 0.015 0.029 0.305 -0.000 0.071 -0.011 0.020 -0.103 -0.109 |\n", - "| Dbar_p | -0.078 -0.073 1.000 0.008 0.019 -0.007 -0.069 0.198 -0.082 -0.038 -0.084 -0.298 0.021 0.039 -0.000 0.017 0.004 0.034 -0.000 0.283 -0.023 0.024 0.181 -0.015 |\n", - "| omega_p | -0.002 -0.009 0.008 1.000 0.054 0.056 -0.002 -0.021 -0.023 -0.005 0.017 -0.008 0.004 0.422 0.878 0.000 0.001 -0.004 -0.003 0.004 -0.002 0.067 -0.044 -0.004 |\n", - "| rho_p | 0.053 0.052 0.019 0.054 1.000 0.076 0.072 -0.103 0.267 0.009 -0.011 0.110 0.019 0.258 0.080 0.001 -0.000 -0.007 -0.032 -0.017 0.023 0.001 0.015 0.000 |\n", - "| phi_s | -0.021 -0.023 -0.007 0.056 0.076 1.000 -0.029 0.019 -0.098 -0.008 0.009 -0.041 -0.007 0.007 0.073 -0.000 -0.000 -0.002 -0.361 0.003 -0.015 -0.028 0.026 -0.003 |\n", - "| p4160_s | 0.063 -0.193 -0.069 -0.002 0.072 -0.029 1.000 -0.041 0.134 0.288 -0.070 0.255 0.317 0.021 -0.008 0.002 0.007 -0.172 -0.001 -0.056 0.017 0.040 0.010 -0.071 |\n", - "| jpsi_p | -0.022 -0.029 0.198 -0.021 -0.103 0.019 -0.041 1.000 0.098 -0.091 0.133 0.221 -0.023 -0.004 -0.025 0.040 0.050 -0.035 0.012 0.038 -0.046 -0.063 0.055 -0.024 |\n", - "| bplus_2 | 0.096 0.193 -0.082 -0.023 0.267 -0.098 0.134 0.098 1.000 -0.043 -0.270 0.678 -0.073 0.013 -0.029 0.003 0.004 -0.048 -0.005 -0.089 -0.093 0.013 -0.319 0.009 |\n", - "| p4040_p | -0.233 0.148 -0.038 -0.005 0.009 -0.008 0.288 -0.091 -0.043 1.000 0.110 -0.288 0.010 0.002 -0.006 0.021 0.026 0.224 0.001 0.176 -0.041 0.022 -0.004 -0.224 |\n", - "| DDstar_p | -0.123 -0.021 -0.084 0.017 -0.011 0.009 -0.070 0.133 -0.270 0.110 1.000 -0.111 -0.030 0.063 0.004 0.002 0.027 0.202 0.001 0.231 0.150 0.013 0.372 -0.010 |\n", - "| Ctt | 0.338 -0.057 -0.298 -0.008 0.110 -0.041 0.255 0.221 0.678 -0.288 -0.111 1.000 0.202 0.007 -0.011 0.005 -0.002 -0.390 -0.001 -0.213 -0.178 -0.009 -0.161 0.212 |\n", - "| p4415_s | 0.172 -0.150 0.021 0.004 0.019 -0.007 0.317 -0.023 -0.073 0.010 -0.030 0.202 1.000 0.023 -0.001 -0.001 -0.000 -0.066 -0.000 -0.065 0.017 0.021 0.116 0.021 |\n", - "| rho_s | 0.015 -0.001 0.039 0.422 0.258 0.007 0.021 -0.004 0.013 0.002 0.063 0.007 0.023 1.000 0.162 0.000 0.000 0.001 -0.005 0.021 0.018 0.240 -0.152 0.005 |\n", - "| omega_s | -0.006 -0.010 -0.000 0.878 0.080 0.073 -0.008 -0.025 -0.029 -0.006 0.004 -0.011 -0.001 0.162 1.000 0.000 0.000 -0.005 0.005 -0.001 -0.007 0.011 -0.007 -0.006 |\n", - "| Dbar_s | -0.000 0.015 0.017 0.000 0.001 -0.000 0.002 0.040 0.003 0.021 0.002 0.005 -0.001 0.000 0.000 1.000 -0.001 0.026 -0.000 0.025 0.023 0.001 -0.001 0.022 |\n", - "| DDstar_s | 0.004 0.029 0.004 0.001 -0.000 -0.000 0.007 0.050 0.004 0.026 0.027 -0.002 -0.000 0.000 0.000 -0.001 1.000 0.040 -0.000 0.018 0.022 0.000 -0.001 0.022 |\n", - "| p4160_p | -0.554 0.305 0.034 -0.004 -0.007 -0.002 -0.172 -0.035 -0.048 0.224 0.202 -0.390 -0.066 0.001 -0.005 0.026 0.040 1.000 0.001 0.218 -0.003 0.018 -0.009 -0.149 |\n", - "| phi_p | -0.001 -0.000 -0.000 -0.003 -0.032 -0.361 -0.001 0.012 -0.005 0.001 0.001 -0.001 -0.000 -0.005 0.005 -0.000 -0.000 0.001 1.000 0.002 0.001 0.001 -0.002 0.002 |\n", - "| p3770_p | -0.142 0.071 0.283 0.004 -0.017 0.003 -0.056 0.038 -0.089 0.176 0.231 -0.213 -0.065 0.021 -0.001 0.025 0.018 0.218 0.002 1.000 -0.211 0.026 0.097 0.028 |\n", - "| p3770_s | 0.105 -0.011 -0.023 -0.002 0.023 -0.015 0.017 -0.046 -0.093 -0.041 0.150 -0.178 0.017 0.018 -0.007 0.023 0.022 -0.003 0.001 -0.211 1.000 0.047 0.063 -0.440 |\n", - "| bplus_0 | 0.023 0.020 0.024 0.067 0.001 -0.028 0.040 -0.063 0.013 0.022 0.013 -0.009 0.021 0.240 0.011 0.001 0.000 0.018 0.001 0.026 0.047 1.000 -0.834 -0.004 |\n", - "| bplus_1 | 0.016 -0.103 0.181 -0.044 0.015 0.026 0.010 0.055 -0.319 -0.004 0.372 -0.161 0.116 -0.152 -0.007 -0.001 -0.001 -0.009 -0.002 0.097 0.063 -0.834 1.000 0.029 |\n", - "| psi2s_p | -0.008 -0.109 -0.015 -0.004 0.000 -0.003 -0.071 -0.024 0.009 -0.224 -0.010 0.212 0.021 0.005 -0.006 0.022 0.022 -0.149 0.002 0.028 -0.440 -0.004 0.029 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17111091336461137}), (, {'error': 0.15204650363736683}), (, {'error': 0.2797532159163332}), (, {'error': 0.4645165119698529}), (, {'error': 0.3632875414988437}), (, {'error': 0.8521581558293079}), (, {'error': 0.16522507104400064}), (, {'error': 0.025535831860558744}), (, {'error': 0.08603425473932125}), (, {'error': 0.16305832732585746}), (, {'error': 0.30544728915279906}), (, {'error': 0.20428352972994634}), (, {'error': 0.18729706331578377}), (, {'error': 0.34226861717862594}), (, {'error': 1.860146500732768}), (, {'error': 0.014613063609172083}), (, {'error': 0.018174394872927158}), (, {'error': 0.09340911314056566}), (, {'error': 0.4692473225313849}), (, {'error': 0.10620391480689051}), (, {'error': 0.22901040893948466}), (, {'error': 0.019539336572540478}), (, {'error': 0.04106629561058517}), (, {'error': 0.03171084419079051})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 19/50\n", - "Time taken: 55 min, 18 s\n", - "Projected time left: 1 h, 29 min\n", - "Toy 19: Generating data...\n", - "Directory data/zfit_toys/toy_19 Created \n", - "Toy 19: Data generation finished\n", - "Toy 19: Loading data...\n", - "Toy 19: Loading data finished\n", - "Toy 19: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.97E+05 | Ncalls=1271 (1271 total) |\n", - "| EDM = 9.2E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 296964.9611040995\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.32 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -1.54 | 0.32 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.63 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.28 | 0.08 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 21.8 | 1.3 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.17 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.638 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.29 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 4.09 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -5.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.60 | 0.20 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.15 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.019 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.27 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.46 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.78 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.49 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.46 | 0.03 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.88 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.126 -0.082 0.017 0.006 -0.026 0.118 0.043 -0.111 -0.173 -0.178 0.318 0.210 0.015 0.004 -0.006 -0.008 -0.480 -0.001 -0.118 0.121 -0.048 0.055 0.011 |\n", - "| p4415_p | -0.126 1.000 -0.105 0.003 0.007 -0.019 -0.096 0.050 -0.242 0.183 -0.226 0.030 -0.168 -0.016 0.003 0.006 0.009 0.315 -0.002 0.023 0.002 -0.009 0.123 -0.029 |\n", - "| Dbar_p | -0.082 -0.105 1.000 0.022 -0.000 -0.021 -0.069 0.100 0.059 -0.123 -0.238 -0.344 0.057 0.042 0.004 0.026 -0.005 -0.071 -0.002 0.201 -0.141 -0.059 -0.052 -0.104 |\n", - "| omega_p | 0.017 0.003 0.022 1.000 -0.025 0.006 0.019 -0.047 -0.023 -0.008 0.032 0.020 0.012 0.493 -0.527 0.002 0.003 -0.016 0.027 -0.009 0.002 -0.154 0.133 -0.005 |\n", - "| rho_p | 0.006 0.007 -0.000 -0.025 1.000 -0.013 0.007 -0.007 -0.038 0.001 -0.008 0.013 -0.002 0.006 -0.014 0.000 -0.000 0.001 -0.024 -0.001 0.003 0.027 -0.024 0.000 |\n", - "| phi_s | -0.026 -0.019 -0.021 0.006 -0.013 1.000 -0.031 0.019 0.072 -0.003 -0.022 -0.031 -0.009 -0.068 -0.008 -0.001 -0.001 0.004 0.751 0.003 -0.016 0.125 -0.107 -0.004 |\n", - "| p4160_s | 0.118 -0.096 -0.069 0.019 0.007 -0.031 1.000 0.020 -0.130 0.297 -0.117 0.249 0.332 0.016 0.005 -0.003 -0.003 -0.129 -0.002 -0.057 0.034 -0.045 0.041 -0.034 |\n", - "| jpsi_p | 0.043 0.050 0.100 -0.047 -0.007 0.019 0.020 1.000 -0.274 -0.078 -0.233 0.294 -0.017 -0.061 0.006 0.047 0.042 -0.039 -0.018 -0.066 -0.045 0.141 -0.018 0.017 |\n", - "| bplus_2 | -0.111 -0.242 0.059 -0.023 -0.038 0.072 -0.130 -0.274 1.000 -0.008 0.300 -0.642 0.129 0.056 -0.014 0.004 0.020 -0.057 -0.002 0.050 0.030 -0.136 -0.105 -0.069 |\n", - "| p4040_p | -0.173 0.183 -0.123 -0.008 0.001 -0.003 0.297 -0.078 -0.008 1.000 -0.047 -0.255 -0.039 -0.017 0.001 0.017 0.024 0.250 -0.005 0.126 -0.079 0.005 0.051 -0.178 |\n", - "| DDstar_p | -0.178 -0.226 -0.238 0.032 -0.008 -0.022 -0.117 -0.233 0.300 -0.047 1.000 -0.009 -0.010 0.090 0.004 0.006 0.043 -0.086 -0.010 0.093 0.005 -0.111 -0.159 -0.181 |\n", - "| Ctt | 0.318 0.030 -0.344 0.020 0.013 -0.031 0.249 0.294 -0.642 -0.255 -0.009 1.000 0.179 -0.006 0.006 -0.007 -0.006 -0.307 0.008 -0.203 -0.067 0.016 0.095 0.244 |\n", - "| p4415_s | 0.210 -0.168 0.057 0.012 -0.002 -0.009 0.332 -0.017 0.129 -0.039 -0.010 0.179 1.000 0.027 0.001 0.000 -0.003 -0.117 -0.001 -0.073 0.025 -0.034 -0.067 0.033 |\n", - "| rho_s | 0.015 -0.016 0.042 0.493 0.006 -0.068 0.016 -0.061 0.056 -0.017 0.090 -0.006 0.027 1.000 -0.015 0.002 0.006 -0.032 -0.015 -0.012 -0.003 -0.345 0.288 -0.010 |\n", - "| omega_s | 0.004 0.003 0.004 -0.527 -0.014 -0.008 0.005 0.006 -0.014 0.001 0.004 0.006 0.001 -0.015 1.000 0.000 0.000 0.000 0.018 0.001 0.003 -0.011 0.009 0.002 |\n", - "| Dbar_s | -0.006 0.006 0.026 0.002 0.000 -0.001 -0.003 0.047 0.004 0.017 0.006 -0.007 0.000 0.002 0.000 1.000 -0.001 0.023 0.001 0.049 0.019 -0.002 -0.006 0.021 |\n", - "| DDstar_s | -0.008 0.009 -0.005 0.003 -0.000 -0.001 -0.003 0.042 0.020 0.024 0.043 -0.006 -0.003 0.006 0.000 -0.001 1.000 0.035 0.000 0.039 0.023 -0.006 -0.015 0.013 |\n", - "| p4160_p | -0.480 0.315 -0.071 -0.016 0.001 0.004 -0.129 -0.039 -0.057 0.250 -0.086 -0.307 -0.117 -0.032 0.000 0.023 0.035 1.000 -0.003 0.132 -0.046 0.035 0.058 -0.107 |\n", - "| phi_p | -0.001 -0.002 -0.002 0.027 -0.024 0.751 -0.002 -0.018 -0.002 -0.005 -0.010 0.008 -0.001 -0.015 0.018 0.001 0.000 -0.003 1.000 -0.004 -0.005 0.021 -0.013 -0.004 |\n", - "| p3770_p | -0.118 0.023 0.201 -0.009 -0.001 0.003 -0.057 -0.066 0.050 0.126 0.093 -0.203 -0.073 -0.012 0.001 0.049 0.039 0.132 -0.004 1.000 -0.339 0.047 -0.088 -0.065 |\n", - "| p3770_s | 0.121 0.002 -0.141 0.002 0.003 -0.016 0.034 -0.045 0.030 -0.079 0.005 -0.067 0.025 -0.003 0.003 0.019 0.023 -0.046 -0.005 -0.339 1.000 -0.010 0.002 -0.362 |\n", - "| bplus_0 | -0.048 -0.009 -0.059 -0.154 0.027 0.125 -0.045 0.141 -0.136 0.005 -0.111 0.016 -0.034 -0.345 -0.011 -0.002 -0.006 0.035 0.021 0.047 -0.010 1.000 -0.924 0.002 |\n", - "| bplus_1 | 0.055 0.123 -0.052 0.133 -0.024 -0.107 0.041 -0.018 -0.105 0.051 -0.159 0.095 -0.067 0.288 0.009 -0.006 -0.015 0.058 -0.013 -0.088 0.002 -0.924 1.000 0.051 |\n", - "| psi2s_p | 0.011 -0.029 -0.104 -0.005 0.000 -0.004 -0.034 0.017 -0.069 -0.178 -0.181 0.244 0.033 -0.010 0.002 0.021 0.013 -0.107 -0.004 -0.065 -0.362 0.002 0.051 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16874136314205113}), (, {'error': 0.18737074972684709}), (, {'error': 0.3158365116098829}), (, {'error': 0.26898025551419336}), (, {'error': 0.08206400496874222}), (, {'error': 1.2737645086619445}), (, {'error': 0.16746395694073013}), (, {'error': 0.024014895892006116}), (, {'error': 0.08529514619817813}), (, {'error': 0.17577365004128964}), (, {'error': 0.3463434171952491}), (, {'error': 0.19900334255450314}), (, {'error': 0.1936031487054159}), (, {'error': 0.36641839312524105}), (, {'error': 3.720323650978406}), (, {'error': 0.01946933392434652}), (, {'error': 0.02332027007291007}), (, {'error': 0.10067157559977158}), (, {'error': 0.25865055636073553}), (, {'error': 0.08604456695974894}), (, {'error': 0.2319599019403662}), (, {'error': 0.03303292811712222}), (, {'error': 0.06396754505512359}), (, {'error': 0.03187016023902167})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 20/50\n", - "Time taken: 59 min, 41 s\n", - "Projected time left: 1 h, 29 min\n", - "Toy 20: Generating data...\n", - "Directory data/zfit_toys/toy_20 Created \n", - "Toy 20: Data generation finished\n", - "Toy 20: Loading data...\n", - "Toy 20: Loading data finished\n", - "Toy 20: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=1237 (1237 total) |\n", - "| EDM = 1.47E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297403.19130533433\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.99 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.65 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.3 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.76 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.7 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 1.91 | 0.18 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.521 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.12 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.93 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -2.0 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 0.028 | 0.169 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.18 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.9 | 1.3 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 3.91 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.00 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -6.283 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.392 | 0.030 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.75 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.896 | 0.029 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.179 -0.077 0.008 0.031 -0.012 -0.039 -0.026 -0.049 -0.168 -0.099 0.360 0.158 0.018 -0.003 -0.012 -0.016 -0.484 0.005 0.002 -0.003 -0.028 0.008 0.134 |\n", - "| p4415_p | -0.179 1.000 0.019 0.003 0.062 -0.023 -0.111 0.026 -0.249 0.097 -0.219 0.022 -0.147 0.005 -0.007 0.013 0.020 0.281 0.007 -0.002 0.000 -0.045 0.124 -0.053 |\n", - "| Dbar_p | -0.077 0.019 1.000 0.011 0.005 -0.004 -0.076 0.436 0.114 0.055 -0.094 -0.271 0.016 0.027 -0.001 0.012 -0.008 0.178 0.005 -0.018 0.003 -0.006 -0.095 0.216 |\n", - "| omega_p | 0.008 0.003 0.011 1.000 0.040 -0.008 0.010 0.002 -0.012 0.002 0.023 0.012 0.006 0.449 0.692 -0.000 0.002 -0.007 0.001 0.000 -0.000 -0.154 0.131 -0.001 |\n", - "| rho_p | 0.031 0.062 0.005 0.040 1.000 0.109 0.065 0.006 -0.276 0.043 0.002 0.126 -0.006 0.215 0.021 -0.003 -0.003 0.018 0.104 0.000 -0.000 0.027 -0.035 0.030 |\n", - "| phi_s | -0.012 -0.023 -0.004 -0.008 0.109 1.000 -0.025 -0.031 0.081 -0.019 -0.010 -0.048 0.000 -0.026 0.013 0.001 0.001 -0.007 0.614 0.000 0.000 0.102 -0.094 -0.015 |\n", - "| p4160_s | -0.039 -0.111 -0.076 0.010 0.065 -0.025 1.000 -0.060 -0.121 0.366 -0.089 0.259 0.324 0.023 -0.007 -0.001 -0.003 -0.147 0.009 0.001 -0.001 -0.039 0.018 -0.023 |\n", - "| jpsi_p | -0.026 0.026 0.436 0.002 0.006 -0.031 -0.060 1.000 0.116 0.032 -0.210 -0.347 -0.023 0.027 -0.018 0.030 0.052 0.100 -0.006 -0.007 -0.000 -0.089 0.055 0.125 |\n", - "| bplus_2 | -0.049 -0.249 0.114 -0.012 -0.276 0.081 -0.121 0.116 1.000 -0.098 0.294 -0.648 0.170 -0.018 0.022 0.006 0.031 -0.093 -0.034 -0.004 -0.000 0.056 -0.262 -0.064 |\n", - "| p4040_p | -0.168 0.097 0.055 0.002 0.043 -0.019 0.366 0.032 -0.098 1.000 -0.120 -0.118 0.083 0.006 -0.007 0.023 0.033 -0.009 0.004 -0.005 0.001 -0.032 0.056 -0.185 |\n", - "| DDstar_p | -0.099 -0.219 -0.094 0.023 0.002 -0.010 -0.089 -0.210 0.294 -0.120 1.000 -0.062 0.049 0.075 -0.005 0.014 0.062 -0.055 -0.001 -0.004 0.003 0.007 -0.313 -0.114 |\n", - "| Ctt | 0.360 0.022 -0.271 0.012 0.126 -0.048 0.259 -0.347 -0.648 -0.118 -0.062 1.000 0.172 0.022 -0.011 0.019 -0.021 -0.292 0.011 0.013 0.001 -0.025 0.097 0.200 |\n", - "| p4415_s | 0.158 -0.147 0.016 0.006 -0.006 0.000 0.324 -0.023 0.170 0.083 0.049 0.172 1.000 0.017 0.000 -0.007 -0.005 -0.063 0.001 0.002 -0.001 0.006 -0.112 0.068 |\n", - "| rho_s | 0.018 0.005 0.027 0.449 0.215 -0.026 0.023 0.027 -0.018 0.006 0.075 0.022 0.017 1.000 0.013 -0.001 0.005 -0.016 0.020 0.000 -0.000 -0.413 0.345 0.001 |\n", - "| omega_s | -0.003 -0.007 -0.001 0.692 0.021 0.013 -0.007 -0.018 0.022 -0.007 -0.005 -0.011 0.000 0.013 1.000 0.000 0.000 -0.003 -0.029 0.000 0.000 0.030 -0.026 -0.006 |\n", - "| Dbar_s | -0.012 0.013 0.012 -0.000 -0.003 0.001 -0.001 0.030 0.006 0.023 0.014 0.019 -0.007 -0.001 0.000 1.000 -0.001 0.025 0.000 -0.001 -0.000 0.001 0.002 0.035 |\n", - "| DDstar_s | -0.016 0.020 -0.008 0.002 -0.003 0.001 -0.003 0.052 0.031 0.033 0.062 -0.021 -0.005 0.005 0.000 -0.001 1.000 0.054 0.000 -0.002 0.000 0.004 -0.028 0.036 |\n", - "| p4160_p | -0.484 0.281 0.178 -0.007 0.018 -0.007 -0.147 0.100 -0.093 -0.009 -0.055 -0.292 -0.063 -0.016 -0.003 0.025 0.054 1.000 -0.000 -0.007 0.002 0.013 0.034 -0.111 |\n", - "| phi_p | 0.005 0.007 0.005 0.001 0.104 0.614 0.009 -0.006 -0.034 0.004 -0.001 0.011 0.001 0.020 -0.029 0.000 0.000 -0.000 1.000 0.000 -0.000 -0.021 0.015 0.001 |\n", - "| p3770_p | 0.002 -0.002 -0.018 0.000 0.000 0.000 0.001 -0.007 -0.004 -0.005 -0.004 0.013 0.002 0.000 0.000 -0.001 -0.002 -0.007 0.000 1.000 -0.001 -0.002 0.005 0.007 |\n", - "| p3770_s | -0.003 0.000 0.003 -0.000 -0.000 0.000 -0.001 -0.000 -0.000 0.001 0.003 0.001 -0.001 -0.000 0.000 -0.000 0.000 0.002 -0.000 -0.001 1.000 0.001 -0.002 0.006 |\n", - "| bplus_0 | -0.028 -0.045 -0.006 -0.154 0.027 0.102 -0.039 -0.089 0.056 -0.032 0.007 -0.025 0.006 -0.413 0.030 0.001 0.004 0.013 -0.021 -0.002 0.001 1.000 -0.924 0.010 |\n", - "| bplus_1 | 0.008 0.124 -0.095 0.131 -0.035 -0.094 0.018 0.055 -0.262 0.056 -0.313 0.097 -0.112 0.345 -0.026 0.002 -0.028 0.034 0.015 0.005 -0.002 -0.924 1.000 -0.029 |\n", - "| psi2s_p | 0.134 -0.053 0.216 -0.001 0.030 -0.015 -0.023 0.125 -0.064 -0.185 -0.114 0.200 0.068 0.001 -0.006 0.035 0.036 -0.111 0.001 0.007 0.006 0.010 -0.029 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17523436479984889}), (, {'error': 0.18124664676116442}), (, {'error': 0.32405670937096787}), (, {'error': 0.2810958501344194}), (, {'error': 0.34933911074258717}), (, {'error': 1.096973557794466}), (, {'error': 0.17573226640420614}), (, {'error': 0.025024440630635247}), (, {'error': 0.07684025673174211}), (, {'error': 0.17529316034893117}), (, {'error': 0.37133721731741787}), (, {'error': 0.16936983884637435}), (, {'error': 0.19737440116973054}), (, {'error': 0.3617300121172741}), (, {'error': 1.2638611329940694}), (, {'error': 0.018465892134564843}), (, {'error': 0.03575747529259493}), (, {'error': 0.10998402143754671}), (, {'error': 0.22665219241157608}), (, {'error': 0.027488968700036587}), (, {'error': 0.010377082536154936}), (, {'error': 0.029819516695614112}), (, {'error': 0.06064943105218412}), (, {'error': 0.02870454489118668})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 21/50\n", - "Time taken: 1 h, 4 min\n", - "Projected time left: 1 h, 28 min\n", - "Toy 21: Generating data...\n", - "Directory data/zfit_toys/toy_21 Created \n", - "Toy 21: Data generation finished\n", - "Toy 21: Loading data...\n", - "Toy 21: Loading data finished\n", - "Toy 21: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.976E+05 | Ncalls=1301 (1301 total) |\n", - "| EDM = 8.75E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297559.50015241385\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.03 | 0.15 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -1.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.69 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.61 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -1.2 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 16.1 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.016 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.68 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.39 | 0.06 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.44 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 2.97 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.50 | 0.23 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.40 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.02 | 0.29 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.28 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.24 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.493 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.94 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.225 -0.024 0.005 0.021 -0.003 -0.015 -0.103 -0.138 -0.232 -0.083 0.183 0.028 -0.004 0.001 -0.012 0.005 0.007 0.002 -0.151 0.122 0.019 0.078 -0.011 |\n", - "| p4415_p | -0.225 1.000 -0.089 0.003 0.045 -0.016 0.008 0.021 0.334 0.025 0.054 -0.001 -0.102 -0.049 0.003 0.011 0.012 0.004 0.002 0.044 0.003 0.004 -0.121 -0.091 |\n", - "| Dbar_p | -0.024 -0.089 1.000 0.019 0.083 -0.021 0.005 0.452 0.110 0.028 -0.125 -0.036 0.043 -0.032 0.004 0.018 0.004 0.001 0.002 0.442 0.151 0.053 0.125 0.156 |\n", - "| omega_p | 0.005 0.003 0.019 1.000 0.242 0.018 0.000 -0.002 0.014 0.009 0.009 0.004 0.007 0.379 -0.532 -0.001 -0.001 -0.000 0.032 0.008 0.011 0.077 -0.061 0.005 |\n", - "| rho_p | 0.021 0.045 0.083 0.242 1.000 0.089 0.002 -0.048 0.227 0.058 0.022 0.035 0.029 -0.105 0.018 -0.003 -0.003 -0.001 0.078 0.022 0.059 0.146 -0.087 0.018 |\n", - "| phi_s | -0.003 -0.016 -0.021 0.018 0.089 1.000 -0.001 -0.000 -0.067 -0.021 -0.007 -0.010 -0.005 -0.071 -0.024 0.000 -0.000 0.000 0.558 -0.009 -0.022 -0.021 0.015 -0.006 |\n", - "| p4160_s | -0.015 0.008 0.005 0.000 0.002 -0.001 1.000 0.014 0.010 0.000 0.018 -0.007 0.005 -0.001 0.000 0.001 0.001 -0.002 -0.000 0.012 0.005 0.001 -0.001 0.002 |\n", - "| jpsi_p | -0.103 0.021 0.452 -0.002 -0.048 -0.000 0.014 1.000 0.032 0.157 0.425 0.089 -0.024 0.067 0.005 0.020 0.012 0.001 -0.017 0.308 0.206 -0.024 0.083 0.125 |\n", - "| bplus_2 | -0.138 0.334 0.110 0.014 0.227 -0.067 0.010 0.032 1.000 0.152 -0.031 0.411 -0.140 -0.238 0.012 -0.007 0.023 -0.001 0.015 0.064 0.081 -0.125 -0.058 -0.127 |\n", - "| p4040_p | -0.232 0.025 0.028 0.009 0.058 -0.021 0.000 0.157 0.152 1.000 0.314 -0.107 0.119 -0.039 0.005 0.035 0.020 -0.004 0.000 0.199 0.111 0.022 0.013 -0.135 |\n", - "| DDstar_p | -0.083 0.054 -0.125 0.009 0.022 -0.007 0.018 0.425 -0.031 0.314 1.000 0.004 0.011 -0.001 0.000 -0.008 0.009 -0.001 0.001 0.203 0.258 0.022 0.072 0.201 |\n", - "| Ctt | 0.183 -0.001 -0.036 0.004 0.035 -0.010 -0.007 0.089 0.411 -0.107 0.004 1.000 0.093 -0.029 0.002 0.012 0.003 -0.000 -0.001 -0.074 -0.146 -0.008 -0.065 0.039 |\n", - "| p4415_s | 0.028 -0.102 0.043 0.007 0.029 -0.005 0.005 -0.024 -0.140 0.119 0.011 0.093 1.000 -0.003 0.002 0.000 0.008 -0.003 0.001 -0.011 0.047 0.022 0.114 -0.025 |\n", - "| rho_s | -0.004 -0.049 -0.032 0.379 -0.105 -0.071 -0.001 0.067 -0.238 -0.039 -0.001 -0.029 -0.003 1.000 0.001 -0.000 -0.003 0.000 -0.041 0.000 -0.033 0.153 -0.159 0.004 |\n", - "| omega_s | 0.001 0.003 0.004 -0.532 0.018 -0.024 0.000 0.005 0.012 0.005 0.000 0.002 0.002 0.001 1.000 -0.000 -0.000 -0.000 -0.003 0.002 0.005 0.009 -0.008 0.002 |\n", - "| Dbar_s | -0.012 0.011 0.018 -0.001 -0.003 0.000 0.001 0.020 -0.007 0.035 -0.008 0.012 0.000 -0.000 -0.000 1.000 -0.001 -0.000 0.000 0.013 0.036 0.001 -0.014 0.026 |\n", - "| DDstar_s | 0.005 0.012 0.004 -0.001 -0.003 -0.000 0.001 0.012 0.023 0.020 0.009 0.003 0.008 -0.003 -0.000 -0.001 1.000 -0.000 0.000 -0.004 0.006 -0.001 -0.028 0.016 |\n", - "| p4160_p | 0.007 0.004 0.001 -0.000 -0.001 0.000 -0.002 0.001 -0.001 -0.004 -0.001 -0.000 -0.003 0.000 -0.000 -0.000 -0.000 1.000 -0.000 -0.000 -0.001 -0.000 -0.001 0.002 |\n", - "| phi_p | 0.002 0.002 0.002 0.032 0.078 0.558 -0.000 -0.017 0.015 0.000 0.001 -0.001 0.001 -0.041 -0.003 0.000 0.000 -0.000 1.000 -0.002 -0.000 -0.006 0.010 -0.002 |\n", - "| p3770_p | -0.151 0.044 0.442 0.008 0.022 -0.009 0.012 0.308 0.064 0.199 0.203 -0.074 -0.011 0.000 0.002 0.013 -0.004 -0.000 -0.002 1.000 -0.072 0.034 0.036 0.212 |\n", - "| p3770_s | 0.122 0.003 0.151 0.011 0.059 -0.022 0.005 0.206 0.081 0.111 0.258 -0.146 0.047 -0.033 0.005 0.036 0.006 -0.001 -0.000 -0.072 1.000 0.045 0.035 -0.366 |\n", - "| bplus_0 | 0.019 0.004 0.053 0.077 0.146 -0.021 0.001 -0.024 -0.125 0.022 0.022 -0.008 0.022 0.153 0.009 0.001 -0.001 -0.000 -0.006 0.034 0.045 1.000 -0.924 0.007 |\n", - "| bplus_1 | 0.078 -0.121 0.125 -0.061 -0.087 0.015 -0.001 0.083 -0.058 0.013 0.072 -0.065 0.114 -0.159 -0.008 -0.014 -0.028 -0.001 0.010 0.036 0.035 -0.924 1.000 0.103 |\n", - "| psi2s_p | -0.011 -0.091 0.156 0.005 0.018 -0.006 0.002 0.125 -0.127 -0.135 0.201 0.039 -0.025 0.004 0.002 0.026 0.016 0.002 -0.002 0.212 -0.366 0.007 0.103 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.15183688503122544}), (, {'error': 0.48158237567880136}), (, {'error': 0.2980638092326755}), (, {'error': 0.19517013142154171}), (, {'error': 0.38919288056407497}), (, {'error': 0.9850474411498187}), (, {'error': 0.01588657005254185}), (, {'error': 0.03241111792311102}), (, {'error': 0.0633998807667352}), (, {'error': 0.15421526644876415}), (, {'error': 0.2918265084075333}), (, {'error': 0.2287289194109159}), (, {'error': 0.17957262606743024}), (, {'error': 0.28956186288688635}), (, {'error': 3.7421516709521425}), (, {'error': 0.01931532258576671}), (, {'error': 0.01500545461899383}), (, {'error': 0.008263114654898818}), (, {'error': 0.4092854941671442}), (, {'error': 0.1089678458087886}), (, {'error': 0.22958593465720556}), (, {'error': 0.020415215223263727}), (, {'error': 0.037694124021681485}), (, {'error': 0.03275188674380658})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 22/50\n", - "Time taken: 1 h, 9 min\n", - "Projected time left: 1 h, 27 min\n", - "Toy 22: Generating data...\n", - "Directory data/zfit_toys/toy_22 Created \n", - "Toy 22: Data generation finished\n", - "Toy 22: Loading data...\n", - "Toy 22: Loading data finished\n", - "Toy 22: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1458 (1458 total) |\n", - "| EDM = 0.000732 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297145.9430240814\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.005 | 0.037 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 4.72 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 5.34 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.8 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 6.0 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.6 | 1.4 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.16 | 0.15 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.652 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.31 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 2.16 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.90 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.05 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.5 | 1.7 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -1.70 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.08 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.68 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.43 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.441 | 0.018 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.82 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.915 | 0.031 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.013 0.005 -0.000 -0.001 -0.000 0.024 -0.001 -0.011 -0.437 0.016 -0.034 0.000 0.000 -0.000 0.001 0.001 0.027 -0.000 0.020 -0.000 0.002 0.003 -0.014 |\n", - "| p4415_p | 0.013 1.000 -0.059 -0.009 0.040 -0.020 -0.280 0.012 0.194 -0.002 0.024 -0.049 -0.089 -0.002 -0.011 0.012 0.021 0.222 -0.008 0.064 0.018 0.014 -0.107 -0.096 |\n", - "| Dbar_p | 0.005 -0.059 1.000 0.015 0.020 -0.006 -0.083 0.295 -0.087 0.001 -0.068 -0.272 -0.028 0.045 0.002 0.014 0.004 0.071 0.002 0.398 0.058 0.029 0.187 0.019 |\n", - "| omega_p | -0.000 -0.009 0.015 1.000 -0.008 0.021 -0.001 -0.007 -0.033 0.000 0.024 -0.008 0.002 0.481 0.851 0.000 -0.000 -0.001 -0.003 0.012 0.003 0.113 -0.082 -0.003 |\n", - "| rho_p | -0.001 0.040 0.020 -0.008 1.000 -0.038 0.062 -0.069 0.214 -0.001 -0.009 0.086 0.033 0.159 0.034 0.001 0.000 0.001 -0.080 -0.014 0.010 -0.033 0.036 0.002 |\n", - "| phi_s | -0.000 -0.020 -0.006 0.021 -0.038 1.000 -0.028 -0.002 -0.085 0.001 0.008 -0.034 -0.015 -0.007 -0.003 0.000 0.000 -0.007 0.815 0.001 -0.012 -0.012 0.012 -0.009 |\n", - "| p4160_s | 0.024 -0.280 -0.083 -0.001 0.062 -0.028 1.000 -0.020 0.199 -0.019 -0.082 0.333 0.258 0.023 -0.010 0.004 0.009 -0.160 -0.009 -0.105 -0.004 0.031 -0.009 -0.070 |\n", - "| jpsi_p | -0.001 0.012 0.295 -0.007 -0.069 -0.002 -0.020 1.000 0.120 0.004 0.283 0.218 -0.019 0.017 -0.013 0.035 0.040 0.029 -0.017 0.156 0.010 -0.057 0.105 -0.017 |\n", - "| bplus_2 | -0.011 0.194 -0.087 -0.033 0.214 -0.085 0.199 0.120 1.000 0.005 -0.216 0.745 0.070 -0.005 -0.041 0.007 0.010 -0.089 -0.029 -0.126 -0.152 -0.064 -0.256 -0.045 |\n", - "| p4040_p | -0.437 -0.002 0.001 0.000 -0.001 0.001 -0.019 0.004 0.005 1.000 -0.007 0.017 -0.003 -0.001 0.000 -0.001 -0.001 -0.001 0.000 -0.010 -0.001 -0.002 -0.002 0.015 |\n", - "| DDstar_p | 0.016 0.024 -0.068 0.024 -0.009 0.008 -0.082 0.283 -0.216 -0.007 1.000 -0.076 -0.078 0.061 0.009 0.001 0.020 0.240 0.006 0.282 0.198 0.008 0.332 0.058 |\n", - "| Ctt | -0.034 -0.049 -0.272 -0.008 0.086 -0.034 0.333 0.218 0.745 0.017 -0.076 1.000 0.246 0.008 -0.015 0.015 0.003 -0.352 -0.011 -0.221 -0.287 -0.026 -0.188 0.101 |\n", - "| p4415_s | 0.000 -0.089 -0.028 0.002 0.033 -0.015 0.258 -0.019 0.070 -0.003 -0.078 0.246 1.000 0.020 -0.004 0.002 0.004 0.027 -0.005 -0.078 -0.026 0.017 0.047 -0.020 |\n", - "| rho_s | 0.000 -0.002 0.045 0.481 0.159 -0.007 0.023 0.017 -0.005 -0.001 0.061 0.008 0.020 1.000 0.186 -0.000 -0.001 0.010 0.010 0.033 0.021 0.287 -0.201 0.012 |\n", - "| omega_s | -0.000 -0.011 0.002 0.851 0.034 -0.003 -0.010 -0.013 -0.041 0.000 0.009 -0.015 -0.004 0.186 1.000 0.000 0.000 -0.005 -0.053 0.002 -0.004 0.036 -0.026 -0.007 |\n", - "| Dbar_s | 0.001 0.012 0.014 0.000 0.001 0.000 0.004 0.035 0.007 -0.001 0.001 0.015 0.002 -0.000 0.000 1.000 -0.001 0.023 0.001 0.022 0.021 0.001 -0.006 0.028 |\n", - "| DDstar_s | 0.001 0.021 0.004 -0.000 0.000 0.000 0.009 0.040 0.010 -0.001 0.020 0.003 0.004 -0.001 0.000 -0.001 1.000 0.032 0.001 0.014 0.016 0.001 -0.011 0.026 |\n", - "| p4160_p | 0.027 0.222 0.071 -0.001 0.001 -0.007 -0.160 0.029 -0.089 -0.001 0.240 -0.352 0.027 0.010 -0.005 0.023 0.032 1.000 -0.004 0.230 0.094 0.022 0.038 -0.125 |\n", - "| phi_p | -0.000 -0.008 0.002 -0.003 -0.080 0.815 -0.009 -0.017 -0.029 0.000 0.006 -0.011 -0.005 0.010 -0.053 0.001 0.001 -0.004 1.000 0.001 -0.005 0.008 -0.005 -0.007 |\n", - "| p3770_p | 0.020 0.064 0.398 0.012 -0.014 0.001 -0.105 0.156 -0.126 -0.010 0.282 -0.221 -0.078 0.033 0.002 0.022 0.014 0.230 0.001 1.000 -0.161 0.034 0.139 0.068 |\n", - "| p3770_s | -0.000 0.018 0.058 0.003 0.010 -0.012 -0.004 0.010 -0.152 -0.001 0.198 -0.287 -0.026 0.021 -0.004 0.021 0.016 0.094 -0.005 -0.161 1.000 0.047 0.089 -0.426 |\n", - "| bplus_0 | 0.002 0.014 0.029 0.113 -0.033 -0.012 0.031 -0.057 -0.064 -0.002 0.008 -0.026 0.017 0.287 0.036 0.001 0.001 0.022 0.008 0.034 0.047 1.000 -0.849 -0.005 |\n", - "| bplus_1 | 0.003 -0.107 0.187 -0.082 0.036 0.012 -0.009 0.105 -0.256 -0.002 0.332 -0.188 0.047 -0.201 -0.026 -0.006 -0.011 0.038 -0.005 0.139 0.089 -0.849 1.000 0.074 |\n", - "| psi2s_p | -0.014 -0.096 0.019 -0.003 0.002 -0.009 -0.070 -0.017 -0.045 0.015 0.058 0.101 -0.020 0.012 -0.007 0.028 0.026 -0.125 -0.007 0.068 -0.426 -0.005 0.074 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.03652848340749065}), (, {'error': 0.1962622218870509}), (, {'error': 0.27283861597836}), (, {'error': 0.4226938141665917}), (, {'error': 0.4516108817959257}), (, {'error': 1.3693715386217047}), (, {'error': 0.15065150840872765}), (, {'error': 0.028272893414345912}), (, {'error': 0.08087579095297048}), (, {'error': 8.22922959825789}), (, {'error': 0.2856856890161872}), (, {'error': 0.20628759303792837}), (, {'error': 0.18373324148866876}), (, {'error': 0.35877481635856556}), (, {'error': 1.6534031800519098}), (, {'error': 0.014448585267252012}), (, {'error': 0.015121086335055295}), (, {'error': 0.0923456803219973}), (, {'error': 0.284108874835467}), (, {'error': 0.0972376640164141}), (, {'error': 0.23073343392101053}), (, {'error': 0.017885725349738202}), (, {'error': 0.03603929817167928}), (, {'error': 0.030624552165984475})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 23/50\n", - "Time taken: 1 h, 14 min\n", - "Projected time left: 1 h, 26 min\n", - "Toy 23: Generating data...\n", - "Directory data/zfit_toys/toy_23 Created \n", - "Toy 23: Data generation finished\n", - "Toy 23: Loading data...\n", - "Toy 23: Loading data finished\n", - "Toy 23: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=295 (295 total) |\n", - "| EDM = 4.43E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297440.61502180726\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.50E-2 | 0.10E-2 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 1.0 | 9.1 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -3.69 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.03 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 6.276 | 0.016 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20.12 | 0.19 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 1.91 | 0.21 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.620 | 0.015 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.30 | 0.12 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 0.08 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -0.45 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.28 | 0.04 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.127 | 0.005 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 2.037 | 0.013 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.30 | 0.10 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -3.000E-1 | 0.003E-1 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 3.000E-1 | 0.003E-1 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.82 | 0.08 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 4.00 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.40 | 0.05 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.474 | 0.010 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.869 | 0.018 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.94 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.159 -0.150 -0.003 -0.001 -0.002 -0.154 0.085 0.157 -0.010 -0.102 0.087 0.143 -0.001 -0.002 0.022 0.035 0.158 0.010 0.135 0.016 0.155 0.155 -0.153 |\n", - "| p4415_p | -0.159 1.000 0.943 0.016 0.009 0.016 0.970 -0.532 -0.985 -0.026 0.647 -0.555 -0.899 0.004 0.010 -0.138 -0.221 -0.991 -0.061 -0.847 -0.103 -0.975 -0.974 0.958 |\n", - "| Dbar_p | -0.150 0.943 1.000 0.015 0.008 0.016 0.913 -0.465 -0.924 -0.024 0.581 -0.529 -0.848 0.004 0.010 -0.130 -0.208 -0.934 -0.057 -0.781 -0.092 -0.911 -0.910 0.906 |\n", - "| omega_p | -0.003 0.016 0.015 1.000 -0.001 0.001 0.016 -0.011 -0.015 -0.000 0.010 -0.010 -0.015 0.000 0.016 -0.002 -0.004 -0.016 -0.007 -0.014 -0.002 -0.015 -0.015 0.016 |\n", - "| rho_p | -0.001 0.009 0.008 -0.001 1.000 0.000 0.009 -0.006 -0.008 -0.000 0.006 -0.006 -0.008 0.000 0.002 -0.001 -0.002 -0.009 -0.005 -0.008 -0.001 -0.008 -0.008 0.009 |\n", - "| phi_s | -0.002 0.016 0.016 0.001 0.000 1.000 0.015 -0.006 -0.019 -0.000 0.012 -0.005 -0.014 -0.000 -0.000 -0.002 -0.004 -0.016 0.068 -0.013 -0.002 -0.017 -0.017 0.015 |\n", - "| p4160_s | -0.154 0.970 0.913 0.016 0.009 0.015 1.000 -0.517 -0.955 -0.025 0.623 -0.533 -0.872 0.004 0.010 -0.134 -0.214 -0.961 -0.059 -0.821 -0.098 -0.943 -0.942 0.928 |\n", - "| jpsi_p | 0.085 -0.532 -0.465 -0.011 -0.006 -0.006 -0.517 1.000 0.517 0.014 -0.267 0.331 0.478 -0.002 -0.004 0.074 0.118 0.530 0.026 0.452 0.066 0.509 0.509 -0.510 |\n", - "| bplus_2 | 0.157 -0.985 -0.924 -0.015 -0.008 -0.019 -0.955 0.517 1.000 0.025 -0.633 0.564 0.886 -0.004 -0.011 0.135 0.218 0.977 0.063 0.835 0.107 0.956 0.954 -0.943 |\n", - "| p4040_p | -0.010 -0.026 -0.024 -0.000 -0.000 -0.000 -0.025 0.014 0.025 1.000 -0.017 0.015 0.023 -0.000 -0.000 0.004 0.006 0.026 0.002 0.022 0.003 0.025 0.025 -0.024 |\n", - "| DDstar_p | -0.102 0.647 0.581 0.010 0.006 0.012 0.623 -0.267 -0.633 -0.017 1.000 -0.345 -0.581 0.003 0.007 -0.090 -0.141 -0.632 -0.037 -0.521 -0.041 -0.611 -0.609 0.629 |\n", - "| Ctt | 0.087 -0.555 -0.529 -0.010 -0.006 -0.005 -0.533 0.331 0.564 0.015 -0.345 1.000 0.498 -0.002 -0.005 0.078 0.122 0.541 0.033 0.461 0.031 0.541 0.540 -0.531 |\n", - "| p4415_s | 0.143 -0.899 -0.848 -0.015 -0.008 -0.014 -0.872 0.478 0.886 0.023 -0.581 0.498 1.000 -0.004 -0.009 0.124 0.199 0.890 0.055 0.761 0.092 0.876 0.875 -0.861 |\n", - "| rho_s | -0.001 0.004 0.004 0.000 0.000 -0.000 0.004 -0.002 -0.004 -0.000 0.003 -0.002 -0.004 1.000 -0.002 -0.001 -0.001 -0.004 0.001 -0.004 -0.001 -0.004 -0.004 0.004 |\n", - "| omega_s | -0.002 0.010 0.010 0.016 0.002 -0.000 0.010 -0.004 -0.011 -0.000 0.007 -0.005 -0.009 -0.002 1.000 -0.001 -0.002 -0.010 -0.000 -0.008 -0.001 -0.010 -0.010 0.010 |\n", - "| Dbar_s | 0.022 -0.138 -0.130 -0.002 -0.001 -0.002 -0.134 0.074 0.135 0.004 -0.090 0.078 0.124 -0.001 -0.001 1.000 0.030 0.137 0.009 0.117 0.016 0.134 0.134 -0.131 |\n", - "| DDstar_s | 0.035 -0.221 -0.208 -0.004 -0.002 -0.004 -0.214 0.118 0.218 0.006 -0.141 0.122 0.199 -0.001 -0.002 0.030 1.000 0.219 0.014 0.187 0.024 0.215 0.214 -0.211 |\n", - "| p4160_p | 0.158 -0.991 -0.934 -0.016 -0.009 -0.016 -0.961 0.530 0.977 0.026 -0.632 0.541 0.890 -0.004 -0.010 0.137 0.219 1.000 0.061 0.841 0.100 0.965 0.964 -0.950 |\n", - "| phi_p | 0.010 -0.061 -0.057 -0.007 -0.005 0.068 -0.059 0.026 0.063 0.002 -0.037 0.033 0.055 0.001 -0.000 0.009 0.014 0.061 1.000 0.052 0.007 0.061 0.061 -0.059 |\n", - "| p3770_p | 0.135 -0.847 -0.781 -0.014 -0.008 -0.013 -0.821 0.452 0.835 0.022 -0.521 0.461 0.761 -0.004 -0.008 0.117 0.187 0.841 0.052 1.000 0.071 0.824 0.823 -0.807 |\n", - "| p3770_s | 0.016 -0.103 -0.092 -0.002 -0.001 -0.002 -0.098 0.066 0.107 0.003 -0.041 0.031 0.092 -0.001 -0.001 0.016 0.024 0.100 0.007 0.071 1.000 0.105 0.105 -0.121 |\n", - "| bplus_0 | 0.155 -0.975 -0.911 -0.015 -0.008 -0.017 -0.943 0.509 0.956 0.025 -0.611 0.541 0.876 -0.004 -0.010 0.134 0.215 0.965 0.061 0.824 0.105 1.000 0.937 -0.930 |\n", - "| bplus_1 | 0.155 -0.974 -0.910 -0.015 -0.008 -0.017 -0.942 0.509 0.954 0.025 -0.609 0.540 0.875 -0.004 -0.010 0.134 0.214 0.964 0.061 0.823 0.105 0.937 1.000 -0.929 |\n", - "| psi2s_p | -0.153 0.958 0.906 0.016 0.009 0.015 0.928 -0.510 -0.943 -0.024 0.629 -0.531 -0.861 0.004 0.010 -0.131 -0.211 -0.950 -0.059 -0.807 -0.121 -0.930 -0.929 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.001049103278606597}), (, {'error': 9.065476060221437}), (, {'error': 0.23904771599466135}), (, {'error': 0.06827869627454053}), (, {'error': 0.015827150313900695}), (, {'error': 0.18840957754613008}), (, {'error': 0.20706626321602928}), (, {'error': 0.014992591639167774}), (, {'error': 0.11522056893035726}), (, {'error': 0.3054631491863229}), (, {'error': 0.11161677494538802}), (, {'error': 0.037534628456528774}), (, {'error': 0.005314140534944459}), (, {'error': 0.013320079951504527}), (, {'error': 0.09956034585776763}), (, {'error': 0.0003230717807493344}), (, {'error': 0.0003339314378788538}), (, {'error': 0.3400934008991472}), (, {'error': 0.07627702049046636}), (, {'error': 0.09046847221389331}), (, {'error': 0.0535530277670353}), (, {'error': 0.010133833110520074}), (, {'error': 0.017793780388059344}), (, {'error': 0.051076400378943454})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 24/50\n", - "Time taken: 1 h, 18 min\n", - "Projected time left: 1 h, 24 min\n", - "Toy 24: Generating data...\n", - "Directory data/zfit_toys/toy_24 Created \n", - "Toy 24: Data generation finished\n", - "Toy 24: Loading data...\n", - "Toy 24: Loading data finished\n", - "Toy 24: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1503 (1503 total) |\n", - "| EDM = 0.000162 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297145.20896892704\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.28 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.07 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 5.06 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -5.59 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.3 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.619 | 0.023 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.33 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.12 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.86 | 0.18 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.37 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.17 | 0.12 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.07 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 5.91 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.75 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.65 | 0.21 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.396 | 0.031 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.75 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.901 | 0.029 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.119 -0.041 -0.015 0.052 -0.009 0.162 -0.017 -0.097 -0.172 -0.023 0.262 0.166 -0.030 -0.001 -0.002 -0.207 -0.454 0.005 -0.134 0.076 0.048 -0.029 -0.029 |\n", - "| p4415_p | -0.119 1.000 -0.055 -0.067 0.100 0.006 -0.144 0.027 -0.272 0.134 -0.008 0.060 -0.125 -0.122 -0.001 0.010 -0.229 0.249 0.002 0.010 -0.022 0.210 -0.130 -0.062 |\n", - "| Dbar_p | -0.041 -0.055 1.000 0.029 0.004 -0.020 -0.024 0.186 0.011 -0.067 -0.032 -0.245 0.047 0.048 -0.001 0.016 -0.238 -0.044 0.005 0.221 -0.059 -0.073 0.026 0.003 |\n", - "| omega_p | -0.015 -0.067 0.029 1.000 -0.123 -0.036 -0.008 -0.059 0.223 -0.001 0.029 -0.122 0.048 0.573 0.434 0.002 0.198 -0.026 0.010 0.035 0.031 -0.300 0.266 -0.004 |\n", - "| rho_p | 0.052 0.100 0.004 -0.123 1.000 0.106 0.052 -0.040 -0.363 0.006 -0.024 0.170 -0.036 -0.031 0.017 -0.000 -0.171 0.030 0.068 -0.041 -0.007 0.274 -0.271 -0.002 |\n", - "| phi_s | -0.009 0.006 -0.020 -0.036 0.106 1.000 -0.015 0.030 -0.020 -0.005 -0.010 0.014 -0.019 -0.042 0.005 -0.001 -0.067 0.003 0.510 -0.014 -0.023 0.095 -0.081 0.000 |\n", - "| p4160_s | 0.162 -0.144 -0.024 -0.008 0.052 -0.015 1.000 -0.016 -0.099 0.249 -0.018 0.234 0.273 -0.018 -0.001 -0.002 -0.153 -0.152 0.005 -0.085 0.011 0.033 -0.034 -0.041 |\n", - "| jpsi_p | -0.017 0.027 0.186 -0.059 -0.040 0.030 -0.016 1.000 -0.223 -0.073 0.036 0.271 -0.041 -0.096 -0.006 0.043 -0.105 -0.028 -0.029 -0.003 -0.066 0.217 -0.181 -0.039 |\n", - "| bplus_2 | -0.097 -0.272 0.011 0.223 -0.363 -0.020 -0.099 -0.223 1.000 0.019 0.072 -0.675 0.146 0.411 0.002 0.004 0.499 -0.072 -0.011 0.086 0.097 -0.773 0.630 0.005 |\n", - "| p4040_p | -0.172 0.134 -0.067 -0.001 0.006 -0.005 0.249 -0.073 0.019 1.000 0.033 -0.266 -0.006 0.000 -0.002 0.023 0.031 0.229 0.000 0.148 -0.057 -0.011 0.027 -0.188 |\n", - "| DDstar_p | -0.023 -0.008 -0.032 0.029 -0.024 -0.010 -0.018 0.036 0.072 0.033 1.000 -0.027 -0.004 0.051 -0.000 -0.001 0.138 0.036 0.001 0.051 0.038 -0.083 0.047 0.010 |\n", - "| Ctt | 0.262 0.060 -0.245 -0.122 0.170 0.014 0.234 0.271 -0.675 -0.266 -0.027 1.000 0.121 -0.229 -0.000 0.003 -0.186 -0.238 -0.003 -0.190 -0.169 0.455 -0.389 0.137 |\n", - "| p4415_s | 0.166 -0.125 0.047 0.048 -0.036 -0.019 0.273 -0.041 0.146 -0.006 -0.004 0.121 1.000 0.085 -0.001 -0.001 -0.014 -0.008 0.002 -0.068 0.016 -0.149 0.090 0.024 |\n", - "| rho_s | -0.030 -0.122 0.048 0.573 -0.031 -0.042 -0.018 -0.096 0.411 0.000 0.051 -0.229 0.085 1.000 0.012 0.003 0.357 -0.045 0.011 0.063 0.054 -0.539 0.476 -0.004 |\n", - "| omega_s | -0.001 -0.001 -0.001 0.434 0.017 0.005 -0.001 -0.006 0.002 -0.002 -0.000 -0.000 -0.001 0.012 1.000 0.000 -0.003 -0.001 -0.017 -0.002 -0.003 0.003 -0.002 -0.002 |\n", - "| Dbar_s | -0.002 0.010 0.016 0.002 -0.000 -0.001 -0.002 0.043 0.004 0.023 -0.001 0.003 -0.001 0.003 0.000 1.000 0.006 0.025 0.001 0.037 0.028 -0.006 0.002 0.027 |\n", - "| DDstar_s | -0.207 -0.229 -0.238 0.198 -0.171 -0.067 -0.153 -0.105 0.499 0.031 0.138 -0.186 -0.014 0.357 -0.003 0.006 1.000 -0.018 0.004 0.194 0.093 -0.579 0.334 -0.117 |\n", - "| p4160_p | -0.454 0.249 -0.044 -0.026 0.030 0.003 -0.152 -0.028 -0.072 0.229 0.036 -0.238 -0.008 -0.045 -0.001 0.025 -0.018 1.000 -0.001 0.133 -0.024 0.070 -0.030 -0.125 |\n", - "| phi_p | 0.005 0.002 0.005 0.010 0.068 0.510 0.005 -0.029 -0.011 0.000 0.001 -0.003 0.002 0.011 -0.017 0.001 0.004 -0.001 1.000 -0.004 0.003 -0.012 0.007 -0.002 |\n", - "| p3770_p | -0.134 0.010 0.221 0.035 -0.041 -0.014 -0.085 -0.003 0.086 0.148 0.051 -0.190 -0.068 0.063 -0.002 0.037 0.194 0.133 -0.004 1.000 -0.233 -0.095 0.028 -0.009 |\n", - "| p3770_s | 0.076 -0.022 -0.059 0.031 -0.007 -0.023 0.011 -0.066 0.097 -0.057 0.038 -0.169 0.016 0.054 -0.003 0.028 0.093 -0.024 0.003 -0.233 1.000 -0.104 0.068 -0.413 |\n", - "| bplus_0 | 0.048 0.210 -0.073 -0.300 0.274 0.095 0.033 0.217 -0.773 -0.011 -0.083 0.455 -0.149 -0.539 0.003 -0.006 -0.579 0.070 -0.012 -0.095 -0.104 1.000 -0.932 0.002 |\n", - "| bplus_1 | -0.029 -0.130 0.026 0.266 -0.271 -0.081 -0.034 -0.181 0.630 0.027 0.047 -0.389 0.090 0.476 -0.002 0.002 0.334 -0.030 0.007 0.028 0.068 -0.932 1.000 0.018 |\n", - "| psi2s_p | -0.029 -0.062 0.003 -0.004 -0.002 0.000 -0.041 -0.039 0.005 -0.188 0.010 0.137 0.024 -0.004 -0.002 0.027 -0.117 -0.125 -0.002 -0.009 -0.413 0.002 0.018 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.15666665998709572}), (, {'error': 0.1505344574077654}), (, {'error': 0.2560712866304016}), (, {'error': 0.22854015635690272}), (, {'error': 0.540105650914223}), (, {'error': 0.9844708726916949}), (, {'error': 0.16015258128091991}), (, {'error': 0.023284035162606465}), (, {'error': 0.09226387381246726}), (, {'error': 0.1370126642800309}), (, {'error': 0.13363603224638076}), (, {'error': 0.1828254261099599}), (, {'error': 0.17985816941362487}), (, {'error': 0.3836162257340136}), (, {'error': 3.6037116963844467}), (, {'error': 0.017887380932409935}), (, {'error': 0.11675276942288665}), (, {'error': 0.09183537214652437}), (, {'error': 0.1931174857274387}), (, {'error': 0.08597623093529894}), (, {'error': 0.21127364228533407}), (, {'error': 0.03141219527495642}), (, {'error': 0.0441355341884877}), (, {'error': 0.029313926507510857})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 25/50\n", - "Time taken: 1 h, 24 min\n", - "Projected time left: 1 h, 23 min\n", - "Toy 25: Generating data...\n", - "Directory data/zfit_toys/toy_25 Created \n", - "Toy 25: Data generation finished\n", - "Toy 25: Loading data...\n", - "Toy 25: Loading data finished\n", - "Toy 25: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1308 (1308 total) |\n", - "| EDM = 0.000487 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297054.61647233367\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.25 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.86 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -5.3 | 0.8 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.17 | 0.33 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 0.04 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18.9 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.55 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.09 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.72 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -3.1 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 0.07 | 0.24 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.8 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 7.1 | 1.3 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 3.84 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.27 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -3.03 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.53 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.49 | 0.03 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 1.00 | 0.07 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.166 0.012 0.002 0.028 -0.018 0.101 0.038 -0.010 -0.141 -0.075 0.206 0.175 0.031 -0.005 -0.072 -0.033 -0.357 0.009 -0.040 0.151 -0.062 -0.000 0.047 |\n", - "| p4415_p | -0.166 1.000 -0.049 0.013 0.044 -0.003 -0.141 0.298 -0.171 0.337 -0.326 -0.056 -0.184 -0.009 0.019 -0.036 -0.039 0.492 0.006 0.164 0.136 0.033 0.074 0.092 |\n", - "| Dbar_p | 0.012 -0.049 1.000 -0.017 -0.010 -0.035 -0.011 0.118 0.100 -0.171 -0.655 -0.679 0.095 0.079 -0.043 0.375 -0.109 0.038 0.008 0.228 -0.319 -0.143 -0.138 -0.201 |\n", - "| omega_p | 0.002 0.013 -0.017 1.000 0.166 0.042 0.006 -0.009 -0.052 0.011 0.001 0.023 -0.008 -0.028 0.695 -0.011 -0.004 0.009 0.006 -0.000 0.011 0.067 -0.059 0.005 |\n", - "| rho_p | 0.028 0.044 -0.010 0.166 1.000 0.124 0.045 -0.020 -0.282 0.018 0.008 0.093 -0.010 0.246 0.410 -0.013 -0.009 0.010 0.111 0.006 0.027 0.158 -0.154 0.008 |\n", - "| phi_s | -0.018 -0.003 -0.035 0.042 0.124 1.000 -0.023 -0.013 0.079 0.009 0.002 -0.014 -0.013 0.041 0.058 -0.018 -0.001 0.013 0.633 -0.005 0.004 0.083 -0.071 0.006 |\n", - "| p4160_s | 0.101 -0.141 -0.011 0.006 0.045 -0.023 1.000 0.023 -0.055 0.306 -0.074 0.177 0.309 0.031 0.000 -0.056 -0.021 -0.085 0.010 0.010 0.074 -0.050 -0.002 0.010 |\n", - "| jpsi_p | 0.038 0.298 0.118 -0.009 -0.020 -0.013 0.023 1.000 0.148 0.322 -0.577 -0.324 -0.061 -0.003 -0.016 0.167 -0.056 0.461 -0.004 0.173 0.229 -0.048 0.051 0.213 |\n", - "| bplus_2 | -0.010 -0.171 0.100 -0.052 -0.282 0.079 -0.055 0.148 1.000 -0.048 -0.048 -0.529 0.143 -0.070 -0.061 0.125 0.047 -0.054 -0.032 -0.040 -0.012 -0.044 -0.134 -0.068 |\n", - "| p4040_p | -0.141 0.337 -0.171 0.011 0.018 0.009 0.306 0.322 -0.048 1.000 -0.260 -0.085 -0.031 -0.031 0.020 0.001 0.002 0.432 0.001 0.203 0.127 0.062 0.056 0.044 |\n", - "| DDstar_p | -0.075 -0.326 -0.655 0.001 0.008 0.002 -0.074 -0.577 -0.048 -0.260 1.000 0.520 -0.007 -0.022 0.011 -0.165 0.129 -0.499 -0.010 -0.297 -0.022 0.041 0.039 -0.118 |\n", - "| Ctt | 0.206 -0.056 -0.679 0.023 0.093 -0.014 0.177 -0.324 -0.529 -0.085 0.520 1.000 0.096 -0.019 0.037 -0.330 0.067 -0.276 0.002 -0.210 0.129 0.089 0.118 0.292 |\n", - "| p4415_s | 0.175 -0.184 0.095 -0.008 -0.010 -0.013 0.309 -0.061 0.143 -0.031 -0.007 0.096 1.000 0.032 -0.018 0.027 -0.012 -0.081 0.004 -0.042 -0.012 -0.075 -0.062 0.000 |\n", - "| rho_s | 0.031 -0.009 0.079 -0.028 0.246 0.041 0.031 -0.003 -0.070 -0.031 -0.022 -0.019 0.032 1.000 -0.186 0.048 0.007 -0.032 0.064 -0.006 -0.026 -0.205 0.160 -0.019 |\n", - "| omega_s | -0.005 0.019 -0.043 0.695 0.410 0.058 0.000 -0.016 -0.061 0.020 0.011 0.037 -0.018 -0.186 1.000 -0.027 -0.006 0.017 -0.013 0.000 0.020 0.155 -0.135 0.010 |\n", - "| Dbar_s | -0.072 -0.036 0.375 -0.011 -0.013 -0.018 -0.056 0.167 0.125 0.001 -0.165 -0.330 0.027 0.048 -0.027 1.000 -0.043 0.093 0.007 0.306 -0.061 -0.099 -0.083 -0.023 |\n", - "| DDstar_s | -0.033 -0.039 -0.109 -0.004 -0.009 -0.001 -0.021 -0.056 0.047 0.002 0.129 0.067 -0.012 0.007 -0.006 -0.043 1.000 -0.023 -0.001 0.007 0.030 -0.018 -0.017 -0.005 |\n", - "| p4160_p | -0.357 0.492 0.038 0.009 0.010 0.013 -0.085 0.461 -0.054 0.432 -0.499 -0.276 -0.081 -0.032 0.017 0.093 -0.023 1.000 0.001 0.266 0.130 0.071 0.038 0.104 |\n", - "| phi_p | 0.009 0.006 0.008 0.006 0.111 0.633 0.010 -0.004 -0.032 0.001 -0.010 0.002 0.004 0.064 -0.013 0.007 -0.001 0.001 1.000 -0.003 0.002 -0.028 0.021 -0.000 |\n", - "| p3770_p | -0.040 0.164 0.228 -0.000 0.006 -0.005 0.010 0.173 -0.040 0.203 -0.297 -0.210 -0.042 -0.006 0.000 0.306 0.007 0.266 -0.003 1.000 -0.227 0.043 -0.070 0.047 |\n", - "| p3770_s | 0.151 0.136 -0.319 0.011 0.027 0.004 0.074 0.229 -0.012 0.127 -0.022 0.129 -0.012 -0.026 0.020 -0.061 0.030 0.130 0.002 -0.227 1.000 0.053 0.040 -0.109 |\n", - "| bplus_0 | -0.062 0.033 -0.143 0.067 0.158 0.083 -0.050 -0.048 -0.044 0.062 0.041 0.089 -0.075 -0.205 0.155 -0.099 -0.018 0.071 -0.028 0.043 0.053 1.000 -0.921 0.040 |\n", - "| bplus_1 | -0.000 0.074 -0.138 -0.059 -0.154 -0.071 -0.002 0.051 -0.134 0.056 0.039 0.118 -0.062 0.160 -0.135 -0.083 -0.017 0.038 0.021 -0.070 0.040 -0.921 1.000 0.037 |\n", - "| psi2s_p | 0.047 0.092 -0.201 0.005 0.008 0.006 0.010 0.213 -0.068 0.044 -0.118 0.292 0.000 -0.019 0.010 -0.023 -0.005 0.104 -0.000 0.047 -0.109 0.040 0.037 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16771738142309323}), (, {'error': 0.21999302579139535}), (, {'error': 0.7672931731968915}), (, {'error': 0.32663754373975884}), (, {'error': 0.20917894511480783}), (, {'error': 1.0837203788296392}), (, {'error': 0.1675360023923398}), (, {'error': 0.031780195864382854}), (, {'error': 0.08918044702776995}), (, {'error': 0.16952170077749917}), (, {'error': 0.6793802527947768}), (, {'error': 0.23574487131360178}), (, {'error': 0.19128648201890341}), (, {'error': 0.31822746644232347}), (, {'error': 1.3007859079244644}), (, {'error': 0.3791453540363033}), (, {'error': 0.04940775505280437}), (, {'error': 0.11855960362161255}), (, {'error': 0.22500003191195717}), (, {'error': 0.11527903394876415}), (, {'error': 0.2516484317194796}), (, {'error': 0.033028548537061386}), (, {'error': 0.06646685652717887}), (, {'error': 0.03464938768994408})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 26/50\n", - "Time taken: 1 h, 29 min\n", - "Projected time left: 1 h, 22 min\n", - "Toy 26: Generating data...\n", - "Directory data/zfit_toys/toy_26 Created \n", - "Toy 26: Data generation finished\n", - "Toy 26: Loading data...\n", - "Toy 26: Loading data finished\n", - "Toy 26: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.989E+05 | Ncalls=517 (528 total) |\n", - "| EDM = 4.33E+08 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 298934.9775567229\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 2.864E-1 | 0.005E-1 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -0.197 | 0.009 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 3.76 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 1.022 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 0.060 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 2.229E1 | 0.000E1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 1.979 | 0.001 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.267 | 0.012 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 1.153 | 0.001 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 0.485 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -2.59 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -1.375 | 0.001 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 2.026 | 0.001 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.013 | 0.001 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 0.864E1 | 0.000E1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -3.000E-1 | 0.000E-1 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -2.995E-1 | 0.000E-1 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -0.540 | 0.012 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -0.450 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 5.19 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 0.388E1 | 0.000E1 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -1.130 | 0.005 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 1.995 | 0.000 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 0.6 | 7.9 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.113 0.129 -0.020 -0.031 0.000 0.006 -0.128 0.060 0.047 0.129 -0.112 0.005 0.004 -0.000 -0.002 -0.005 0.122 -0.014 0.130 0.054 0.128 0.047 -0.130 |\n", - "| p4415_p | 0.113 1.000 0.869 -0.136 -0.210 0.002 0.038 -0.858 0.404 0.320 0.868 -0.750 0.035 0.027 -0.003 -0.012 -0.035 0.823 -0.097 0.870 0.361 0.861 0.317 -0.873 |\n", - "| Dbar_p | 0.129 0.869 1.000 -0.156 -0.239 0.002 0.043 -0.980 0.461 0.365 0.990 -0.857 0.040 0.031 -0.003 -0.013 -0.040 0.939 -0.111 0.993 0.412 0.983 0.362 -0.996 |\n", - "| omega_p | -0.020 -0.136 -0.156 1.000 0.037 -0.000 -0.007 0.154 -0.072 -0.057 -0.155 0.134 -0.006 -0.005 0.000 0.002 0.006 -0.147 0.017 -0.156 -0.065 -0.154 -0.057 0.156 |\n", - "| rho_p | -0.031 -0.210 -0.239 0.037 1.000 -0.000 -0.010 0.236 -0.111 -0.088 -0.239 0.207 -0.010 -0.008 0.001 0.003 0.010 -0.227 0.027 -0.240 -0.099 -0.237 -0.087 0.240 |\n", - "| phi_s | 0.000 0.002 0.002 -0.000 -0.000 1.000 0.000 -0.002 0.001 0.001 0.002 -0.002 0.000 0.000 -0.000 -0.000 -0.000 0.002 -0.000 0.002 0.001 0.002 0.001 -0.002 |\n", - "| p4160_s | 0.006 0.038 0.043 -0.007 -0.010 0.000 1.000 -0.043 0.020 0.016 0.043 -0.037 0.002 0.001 -0.000 -0.001 -0.002 0.041 -0.005 0.043 0.018 0.043 0.016 -0.044 |\n", - "| jpsi_p | -0.128 -0.858 -0.980 0.154 0.236 -0.002 -0.043 1.000 -0.455 -0.361 -0.978 0.846 -0.039 -0.031 0.003 0.013 0.040 -0.928 0.109 -0.981 -0.407 -0.971 -0.357 0.984 |\n", - "| bplus_2 | 0.060 0.404 0.461 -0.072 -0.111 0.001 0.020 -0.455 1.000 0.170 0.460 -0.398 0.018 0.015 -0.001 -0.006 -0.019 0.437 -0.052 0.462 0.191 0.457 0.168 -0.463 |\n", - "| p4040_p | 0.047 0.320 0.365 -0.057 -0.088 0.001 0.016 -0.361 0.170 1.000 0.365 -0.315 0.015 0.012 -0.001 -0.005 -0.015 0.346 -0.041 0.366 0.152 0.362 0.133 -0.367 |\n", - "| DDstar_p | 0.129 0.868 0.990 -0.155 -0.239 0.002 0.043 -0.978 0.460 0.365 1.000 -0.855 0.040 0.031 -0.003 -0.013 -0.040 0.938 -0.111 0.992 0.411 0.981 0.361 -0.994 |\n", - "| Ctt | -0.112 -0.750 -0.857 0.134 0.207 -0.002 -0.037 0.846 -0.398 -0.315 -0.855 1.000 -0.034 -0.027 0.003 0.012 0.035 -0.811 0.096 -0.858 -0.356 -0.849 -0.312 0.860 |\n", - "| p4415_s | 0.005 0.035 0.040 -0.006 -0.010 0.000 0.002 -0.039 0.018 0.015 0.040 -0.034 1.000 0.001 -0.000 -0.001 -0.002 0.038 -0.004 0.040 0.017 0.039 0.014 -0.040 |\n", - "| rho_s | 0.004 0.027 0.031 -0.005 -0.008 0.000 0.001 -0.031 0.015 0.012 0.031 -0.027 0.001 1.000 -0.000 -0.000 -0.001 0.030 -0.003 0.031 0.013 0.031 0.011 -0.031 |\n", - "| omega_s | -0.000 -0.003 -0.003 0.000 0.001 -0.000 -0.000 0.003 -0.001 -0.001 -0.003 0.003 -0.000 -0.000 1.000 0.000 0.000 -0.003 0.000 -0.003 -0.001 -0.003 -0.001 0.003 |\n", - "| Dbar_s | -0.002 -0.012 -0.013 0.002 0.003 -0.000 -0.001 0.013 -0.006 -0.005 -0.013 0.012 -0.001 -0.000 0.000 1.000 0.001 -0.013 0.002 -0.013 -0.006 -0.013 -0.005 0.014 |\n", - "| DDstar_s | -0.005 -0.035 -0.040 0.006 0.010 -0.000 -0.002 0.040 -0.019 -0.015 -0.040 0.035 -0.002 -0.001 0.000 0.001 1.000 -0.038 0.004 -0.040 -0.017 -0.040 -0.015 0.040 |\n", - "| p4160_p | 0.122 0.823 0.939 -0.147 -0.227 0.002 0.041 -0.928 0.437 0.346 0.938 -0.811 0.038 0.030 -0.003 -0.013 -0.038 1.000 -0.105 0.941 0.390 0.931 0.343 -0.943 |\n", - "| phi_p | -0.014 -0.097 -0.111 0.017 0.027 -0.000 -0.005 0.109 -0.052 -0.041 -0.111 0.096 -0.004 -0.003 0.000 0.002 0.004 -0.105 1.000 -0.111 -0.046 -0.110 -0.040 0.111 |\n", - "| p3770_p | 0.130 0.870 0.993 -0.156 -0.240 0.002 0.043 -0.981 0.462 0.366 0.992 -0.858 0.040 0.031 -0.003 -0.013 -0.040 0.941 -0.111 1.000 0.413 0.984 0.362 -0.998 |\n", - "| p3770_s | 0.054 0.361 0.412 -0.065 -0.099 0.001 0.018 -0.407 0.191 0.152 0.411 -0.356 0.017 0.013 -0.001 -0.006 -0.017 0.390 -0.046 0.413 1.000 0.408 0.150 -0.414 |\n", - "| bplus_0 | 0.128 0.861 0.983 -0.154 -0.237 0.002 0.043 -0.971 0.457 0.362 0.981 -0.849 0.039 0.031 -0.003 -0.013 -0.040 0.931 -0.110 0.984 0.408 1.000 0.358 -0.987 |\n", - "| bplus_1 | 0.047 0.317 0.362 -0.057 -0.087 0.001 0.016 -0.357 0.168 0.133 0.361 -0.312 0.014 0.011 -0.001 -0.005 -0.015 0.343 -0.040 0.362 0.150 0.358 1.000 -0.363 |\n", - "| psi2s_p | -0.130 -0.873 -0.996 0.156 0.240 -0.002 -0.044 0.984 -0.463 -0.367 -0.994 0.860 -0.040 -0.031 0.003 0.014 0.040 -0.943 0.111 -0.998 -0.414 -0.987 -0.363 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.0004990884235211157}), (, {'error': 0.008555934941964605}), (, {'error': 0.03739827590720424}), (, {'error': 0.004335413852628367}), (, {'error': 0.0044924111693003255}), (, {'error': 0.002205779922098472}), (, {'error': 0.0010403889489063456}), (, {'error': 0.011658089500610203}), (, {'error': 0.0012983039987082279}), (, {'error': 0.004774437241720886}), (, {'error': 0.03590115852662956}), (, {'error': 0.0008308262164724578}), (, {'error': 0.0005602318415793839}), (, {'error': 0.0007270825749594589}), (, {'error': 0.001310550952155154}), (, {'error': 3.713610617406271e-06}), (, {'error': 1.2801710511434194e-05}), (, {'error': 0.011777452964336632}), (, {'error': 0.0043909674640447705}), (, {'error': 0.03477900403789569}), (, {'error': 0.0006012953893113071}), (, {'error': 0.005078134619127983}), (, {'error': 0.00010500183182360345}), (, {'error': 7.8811611225658975})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 27/50\n", - "Time taken: 1 h, 34 min\n", - "Projected time left: 1 h, 20 min\n", - "Toy 27: Generating data...\n", - "Directory data/zfit_toys/toy_27 Created \n", - "Toy 27: Data generation finished\n", - "Toy 27: Loading data...\n", - "Toy 27: Loading data finished\n", - "Toy 27: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1375 (1375 total) |\n", - "| EDM = 1.74E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297065.5755823503\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -1.87 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -1.20 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -5.42 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.9 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.6 | 2.5 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.23 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.663 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.23 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.94 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 5.07 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.39 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.6 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.13 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.26 | 0.62 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.65 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.90 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.478 | 0.020 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.92 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.261 -0.097 -0.004 0.059 -0.022 0.105 -0.032 0.101 -0.232 -0.125 0.341 0.132 -0.021 0.004 0.000 0.006 -0.559 -0.016 -0.148 0.096 0.019 0.015 -0.023 |\n", - "| p4415_p | -0.261 1.000 -0.076 -0.013 0.045 -0.025 -0.255 -0.015 0.192 0.152 0.015 -0.097 -0.129 -0.033 0.007 0.014 0.026 0.300 -0.020 0.086 -0.008 0.012 -0.110 -0.107 |\n", - "| Dbar_p | -0.097 -0.076 1.000 0.018 0.033 -0.006 -0.076 0.212 -0.091 -0.036 -0.079 -0.307 -0.006 0.028 -0.003 0.017 0.005 0.026 -0.003 0.308 -0.023 0.027 0.190 -0.018 |\n", - "| omega_p | -0.004 -0.013 0.018 1.000 0.094 0.147 -0.004 0.012 -0.052 -0.003 0.033 -0.015 0.005 0.633 -0.520 0.000 0.000 -0.001 0.162 0.015 0.003 0.139 -0.101 0.001 |\n", - "| rho_p | 0.059 0.045 0.033 0.094 1.000 -0.087 0.075 -0.086 0.269 0.007 0.005 0.111 0.039 -0.020 -0.022 0.001 0.000 -0.003 -0.105 -0.010 0.027 0.065 -0.029 0.002 |\n", - "| phi_s | -0.022 -0.025 -0.006 0.147 -0.087 1.000 -0.028 -0.025 -0.100 -0.014 0.009 -0.036 -0.012 0.090 -0.015 0.000 0.001 -0.010 0.950 -0.000 -0.020 0.000 -0.002 -0.012 |\n", - "| p4160_s | 0.105 -0.255 -0.076 -0.004 0.075 -0.028 1.000 -0.042 0.129 0.271 -0.074 0.262 0.266 -0.024 0.005 0.003 0.007 -0.177 -0.021 -0.070 0.014 0.034 0.014 -0.072 |\n", - "| jpsi_p | -0.032 -0.015 0.212 0.012 -0.086 -0.025 -0.042 1.000 0.094 -0.080 0.174 0.213 -0.028 0.065 -0.001 0.039 0.046 -0.024 -0.034 0.056 -0.037 -0.053 0.060 -0.021 |\n", - "| bplus_2 | 0.101 0.192 -0.091 -0.052 0.269 -0.100 0.129 0.094 1.000 -0.053 -0.254 0.679 -0.012 -0.165 0.029 0.004 0.007 -0.043 -0.074 -0.105 -0.096 -0.025 -0.275 -0.006 |\n", - "| p4040_p | -0.232 0.152 -0.036 -0.003 0.007 -0.014 0.271 -0.080 -0.053 1.000 0.126 -0.304 0.021 -0.002 0.002 0.019 0.023 0.256 -0.012 0.181 -0.040 0.019 -0.002 -0.221 |\n", - "| DDstar_p | -0.125 0.015 -0.079 0.033 0.005 0.009 -0.074 0.174 -0.254 0.126 1.000 -0.108 -0.056 0.066 -0.009 0.001 0.023 0.204 0.007 0.242 0.152 0.016 0.334 0.006 |\n", - "| Ctt | 0.341 -0.097 -0.307 -0.015 0.111 -0.036 0.262 0.213 0.679 -0.304 -0.108 1.000 0.215 -0.061 0.009 0.006 0.000 -0.379 -0.025 -0.241 -0.180 -0.014 -0.160 0.194 |\n", - "| p4415_s | 0.132 -0.129 -0.006 0.005 0.039 -0.012 0.266 -0.028 -0.012 0.021 -0.056 0.215 1.000 0.001 0.001 0.001 0.002 0.003 -0.009 -0.066 0.005 0.022 0.085 -0.003 |\n", - "| rho_s | -0.021 -0.033 0.028 0.633 -0.020 0.090 -0.024 0.065 -0.165 -0.002 0.066 -0.061 0.001 1.000 -0.129 -0.000 -0.000 0.004 0.115 0.034 0.003 0.250 -0.178 0.007 |\n", - "| omega_s | 0.004 0.007 -0.003 -0.520 -0.022 -0.015 0.005 -0.001 0.029 0.002 -0.009 0.009 0.001 -0.129 1.000 -0.000 -0.000 0.001 -0.009 -0.004 0.002 -0.035 0.026 0.001 |\n", - "| Dbar_s | 0.000 0.014 0.017 0.000 0.001 0.000 0.003 0.039 0.004 0.019 0.001 0.006 0.001 -0.000 -0.000 1.000 -0.001 0.023 0.001 0.026 0.022 0.001 -0.002 0.023 |\n", - "| DDstar_s | 0.006 0.026 0.005 0.000 0.000 0.001 0.007 0.046 0.007 0.023 0.023 0.000 0.002 -0.000 -0.000 -0.001 1.000 0.034 0.001 0.017 0.019 0.000 -0.005 0.022 |\n", - "| p4160_p | -0.559 0.300 0.026 -0.001 -0.003 -0.010 -0.177 -0.024 -0.043 0.256 0.204 -0.379 0.003 0.004 0.001 0.023 0.034 1.000 -0.010 0.219 -0.001 0.017 -0.012 -0.147 |\n", - "| phi_p | -0.016 -0.020 -0.003 0.162 -0.105 0.950 -0.021 -0.034 -0.074 -0.012 0.007 -0.025 -0.009 0.115 -0.009 0.001 0.001 -0.010 1.000 -0.001 -0.016 0.011 -0.011 -0.012 |\n", - "| p3770_p | -0.148 0.086 0.308 0.015 -0.010 -0.000 -0.070 0.056 -0.105 0.181 0.242 -0.241 -0.066 0.034 -0.004 0.026 0.017 0.219 -0.001 1.000 -0.200 0.031 0.100 0.006 |\n", - "| p3770_s | 0.096 -0.008 -0.023 0.003 0.027 -0.020 0.014 -0.037 -0.096 -0.040 0.152 -0.180 0.005 0.003 0.002 0.022 0.019 -0.001 -0.016 -0.200 1.000 0.044 0.061 -0.430 |\n", - "| bplus_0 | 0.019 0.012 0.027 0.139 0.065 0.000 0.034 -0.053 -0.025 0.019 0.016 -0.014 0.022 0.250 -0.035 0.001 0.000 0.017 0.011 0.031 0.044 1.000 -0.847 -0.005 |\n", - "| bplus_1 | 0.015 -0.110 0.190 -0.101 -0.029 -0.002 0.014 0.060 -0.275 -0.002 0.334 -0.160 0.085 -0.178 0.026 -0.002 -0.005 -0.012 -0.011 0.100 0.061 -0.847 1.000 0.037 |\n", - "| psi2s_p | -0.023 -0.107 -0.018 0.001 0.002 -0.012 -0.072 -0.021 -0.006 -0.221 0.006 0.194 -0.003 0.007 0.001 0.023 0.022 -0.147 -0.012 0.006 -0.430 -0.005 0.037 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17143908999781365}), (, {'error': 0.15952294522942223}), (, {'error': 0.28724465704752866}), (, {'error': 0.2457191142890669}), (, {'error': 0.699828350217413}), (, {'error': 2.454440352011132}), (, {'error': 0.16426490463002397}), (, {'error': 0.02623766016603568}), (, {'error': 0.08813502252393368}), (, {'error': 0.17286737531860208}), (, {'error': 0.29142164385909997}), (, {'error': 0.2067798754018264}), (, {'error': 0.18449402590246322}), (, {'error': 0.344168234745306}), (, {'error': 3.6985246776556067}), (, {'error': 0.014278551235697823}), (, {'error': 0.017772857209093662}), (, {'error': 0.10153293769506266}), (, {'error': 0.6215564237802562}), (, {'error': 0.10680239305764005}), (, {'error': 0.2280041742362977}), (, {'error': 0.020274936616705874}), (, {'error': 0.04215468915550835}), (, {'error': 0.031684297381604054})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 28/50\n", - "Time taken: 1 h, 40 min\n", - "Projected time left: 1 h, 19 min\n", - "Toy 28: Generating data...\n", - "Directory data/zfit_toys/toy_28 Created \n", - "Toy 28: Data generation finished\n", - "Toy 28: Loading data...\n", - "Toy 28: Loading data finished\n", - "Toy 28: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.971E+05 | Ncalls=1213 (1213 total) |\n", - "| EDM = 0.00417 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297051.6694682931\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.03 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.56 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -0.16 | 0.88 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.07 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20.3 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.65 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.41 | 0.09 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.37 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 5.7 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.04 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.48 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.88 | 0.30 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.6 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.30 | 0.54 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.29 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.05 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.82 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.24 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.66 | 0.28 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.495 | 0.021 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.91 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.320 0.265 0.000 0.042 -0.025 -0.053 -0.275 0.106 -0.360 0.052 0.326 0.214 0.025 0.002 0.095 -0.042 -0.556 -0.018 -0.286 -0.063 0.025 0.062 -0.092 |\n", - "| p4415_p | -0.320 1.000 -0.208 -0.001 0.041 -0.024 -0.115 0.328 0.033 0.352 0.147 -0.061 -0.209 0.013 0.004 -0.202 -0.051 0.520 -0.007 0.326 0.224 0.027 -0.008 0.137 |\n", - "| Dbar_p | 0.265 -0.208 1.000 0.003 -0.008 0.002 0.083 -0.639 0.074 -0.431 0.683 -0.109 0.103 0.034 -0.012 0.463 -0.116 -0.393 -0.009 -0.614 -0.500 0.023 0.166 -0.471 |\n", - "| omega_p | 0.000 -0.001 0.003 1.000 -0.009 0.000 -0.000 -0.000 -0.005 -0.001 0.002 -0.002 0.001 0.029 -0.126 0.002 0.000 -0.001 0.011 -0.001 -0.001 0.006 -0.005 -0.001 |\n", - "| rho_p | 0.042 0.041 -0.008 -0.009 1.000 -0.161 0.072 -0.012 0.289 0.014 -0.023 0.123 0.005 0.258 0.390 0.009 0.000 -0.016 -0.293 -0.008 0.017 -0.054 0.057 0.007 |\n", - "| phi_s | -0.025 -0.024 0.002 0.000 -0.161 1.000 -0.044 -0.010 -0.152 -0.011 0.018 -0.061 -0.004 -0.067 -0.048 -0.005 -0.000 0.009 0.548 0.005 -0.014 -0.019 0.012 -0.004 |\n", - "| p4160_s | -0.053 -0.115 0.083 -0.000 0.072 -0.044 1.000 -0.117 0.141 0.227 0.026 0.244 0.348 0.028 0.006 -0.055 -0.032 -0.146 -0.025 -0.067 -0.023 0.047 0.019 -0.081 |\n", - "| jpsi_p | -0.275 0.328 -0.639 -0.000 -0.012 -0.010 -0.117 1.000 -0.313 0.487 -0.064 -0.243 -0.131 -0.007 -0.006 -0.300 0.002 0.568 0.006 0.575 0.522 0.015 0.056 0.424 |\n", - "| bplus_2 | 0.106 0.033 0.074 -0.005 0.289 -0.152 0.141 -0.313 1.000 -0.112 -0.162 0.675 -0.093 0.033 0.052 -0.067 -0.037 -0.162 -0.095 -0.125 -0.141 -0.075 -0.196 -0.048 |\n", - "| p4040_p | -0.360 0.352 -0.431 -0.001 0.014 -0.011 0.227 0.487 -0.112 1.000 0.004 -0.145 -0.042 -0.001 0.002 -0.307 0.003 0.440 0.003 0.480 0.305 0.019 -0.011 0.171 |\n", - "| DDstar_p | 0.052 0.147 0.683 0.002 -0.023 0.018 0.026 -0.064 -0.162 0.004 1.000 -0.277 0.017 0.047 -0.018 0.371 -0.119 0.151 0.010 -0.121 -0.123 0.024 0.332 -0.153 |\n", - "| Ctt | 0.326 -0.061 -0.109 -0.002 0.123 -0.061 0.244 -0.243 0.675 -0.145 -0.277 1.000 0.184 0.012 0.019 -0.353 0.034 -0.311 -0.032 -0.091 -0.057 0.013 -0.228 0.241 |\n", - "| p4415_s | 0.214 -0.209 0.103 0.001 0.005 -0.004 0.348 -0.131 -0.093 -0.042 0.017 0.184 1.000 0.020 -0.004 0.104 -0.002 -0.177 -0.004 -0.123 -0.048 0.022 0.139 -0.024 |\n", - "| rho_s | 0.025 0.013 0.034 0.029 0.258 -0.067 0.028 -0.007 0.033 -0.001 0.047 0.012 0.020 1.000 -0.250 0.052 0.004 -0.005 -0.041 -0.005 -0.003 0.175 -0.107 -0.006 |\n", - "| omega_s | 0.002 0.004 -0.012 -0.126 0.390 -0.048 0.006 -0.006 0.052 0.002 -0.018 0.019 -0.004 -0.250 1.000 -0.013 -0.001 -0.003 -0.134 -0.002 0.003 -0.070 0.054 0.002 |\n", - "| Dbar_s | 0.095 -0.202 0.463 0.002 0.009 -0.005 -0.055 -0.300 -0.067 -0.307 0.371 -0.353 0.104 0.052 -0.013 1.000 -0.092 -0.213 -0.009 -0.147 -0.334 0.040 0.290 -0.326 |\n", - "| DDstar_s | -0.042 -0.051 -0.116 0.000 0.000 -0.000 -0.032 0.002 -0.037 0.003 -0.119 0.034 -0.002 0.004 -0.001 -0.092 1.000 -0.007 -0.001 0.062 0.036 0.002 0.037 0.014 |\n", - "| p4160_p | -0.556 0.520 -0.393 -0.001 -0.016 0.009 -0.146 0.568 -0.162 0.440 0.151 -0.311 -0.177 -0.005 -0.003 -0.213 -0.007 1.000 0.015 0.525 0.331 0.007 0.011 0.235 |\n", - "| phi_p | -0.018 -0.007 -0.009 0.011 -0.293 0.548 -0.025 0.006 -0.095 0.003 0.010 -0.032 -0.004 -0.041 -0.134 -0.009 -0.001 0.015 1.000 0.015 0.002 0.009 -0.016 0.005 |\n", - "| p3770_p | -0.286 0.326 -0.614 -0.001 -0.008 0.005 -0.067 0.575 -0.125 0.480 -0.121 -0.091 -0.123 -0.005 -0.002 -0.147 0.062 0.525 0.015 1.000 0.230 0.019 -0.003 0.379 |\n", - "| p3770_s | -0.063 0.224 -0.500 -0.001 0.017 -0.014 -0.023 0.522 -0.141 0.305 -0.123 -0.057 -0.048 -0.003 0.003 -0.334 0.036 0.331 0.002 0.230 1.000 0.025 -0.016 0.085 |\n", - "| bplus_0 | 0.025 0.027 0.023 0.006 -0.054 -0.019 0.047 0.015 -0.075 0.019 0.024 0.013 0.022 0.175 -0.070 0.040 0.002 0.007 0.009 0.019 0.025 1.000 -0.842 -0.004 |\n", - "| bplus_1 | 0.062 -0.008 0.166 -0.005 0.057 0.012 0.019 0.056 -0.196 -0.011 0.332 -0.228 0.139 -0.107 0.054 0.290 0.037 0.011 -0.016 -0.003 -0.016 -0.842 1.000 -0.022 |\n", - "| psi2s_p | -0.092 0.137 -0.471 -0.001 0.007 -0.004 -0.081 0.424 -0.048 0.171 -0.153 0.241 -0.024 -0.006 0.002 -0.326 0.014 0.235 0.005 0.379 0.085 -0.004 -0.022 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.1866692578901183}), (, {'error': 0.16083086418243453}), (, {'error': 0.8820009991741484}), (, {'error': 0.15631645919392767}), (, {'error': 0.2035102349822897}), (, {'error': 0.9527116082743987}), (, {'error': 0.16817431316955578}), (, {'error': 0.04211466463087499}), (, {'error': 0.08860877087337793}), (, {'error': 0.2145203321384015}), (, {'error': 0.7241620164025244}), (, {'error': 0.2063984335401745}), (, {'error': 0.19565210939205868}), (, {'error': 0.3029886367019168}), (, {'error': 0.9143653530619078}), (, {'error': 0.5391342761117316}), (, {'error': 0.05393198354893741}), (, {'error': 0.14587319560178091}), (, {'error': 0.17910167850092806}), (, {'error': 0.15334509000104823}), (, {'error': 0.2814385771193795}), (, {'error': 0.021132598185333418}), (, {'error': 0.042921496646122215}), (, {'error': 0.03850784577007005})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 29/50\n", - "Time taken: 1 h, 47 min\n", - "Projected time left: 1 h, 17 min\n", - "Toy 29: Generating data...\n", - "Directory data/zfit_toys/toy_29 Created \n", - "Toy 29: Data generation finished\n", - "Toy 29: Loading data...\n", - "Toy 29: Loading data finished\n", - "Toy 29: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.972E+05 | Ncalls=1301 (1301 total) |\n", - "| EDM = 2.85E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297165.99245313107\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.80 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -5.0 | 1.1 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 15.2 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 1.78 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -4.58 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.42 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.43 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -5.8 | 1.5 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.69 | 0.31 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.126 | 0.029 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.94 | 0.30 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 8.4 | 1.5 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.08 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 6.13 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -2.61 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.82 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.514 | 0.013 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.922 | 0.025 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.003 -0.001 -0.002 0.041 -0.015 0.025 0.034 0.147 -0.124 0.089 0.173 -0.007 -0.017 -0.003 0.134 0.060 -0.241 0.001 -0.086 0.132 -0.014 -0.055 0.078 |\n", - "| p4415_p | -0.003 1.000 0.011 -0.000 -0.002 0.001 -0.008 -0.015 -0.002 -0.012 -0.017 0.008 -0.019 0.001 0.000 0.005 -0.008 -0.017 -0.000 -0.009 -0.006 0.001 0.003 -0.010 |\n", - "| Dbar_p | -0.001 0.011 1.000 -0.013 -0.125 0.049 0.035 -0.768 -0.046 -0.230 -0.878 0.846 -0.040 0.012 0.002 0.584 -0.431 -0.576 -0.012 -0.731 -0.028 -0.144 -0.112 -0.337 |\n", - "| omega_p | -0.002 -0.000 -0.013 1.000 0.065 0.027 -0.004 0.001 -0.012 -0.004 0.007 -0.012 -0.000 0.380 0.821 -0.016 0.001 0.001 0.005 0.010 -0.005 0.031 -0.009 -0.001 |\n", - "| rho_p | 0.041 -0.002 -0.125 0.065 1.000 0.117 0.050 0.087 0.224 0.024 0.090 -0.061 0.006 0.176 0.038 -0.111 0.040 0.050 0.106 0.086 0.019 0.075 0.046 0.038 |\n", - "| phi_s | -0.015 0.001 0.049 0.027 0.117 1.000 -0.019 -0.049 -0.071 -0.017 -0.040 0.026 -0.003 -0.004 0.030 0.039 -0.019 -0.027 0.711 -0.039 -0.015 -0.022 -0.000 -0.022 |\n", - "| p4160_s | 0.025 -0.008 0.035 -0.004 0.050 -0.019 1.000 0.022 0.196 0.353 0.068 0.133 -0.008 -0.025 -0.004 0.118 0.030 -0.011 0.001 -0.034 0.071 -0.026 -0.091 0.022 |\n", - "| jpsi_p | 0.034 -0.015 -0.768 0.001 0.087 -0.049 0.022 1.000 -0.077 0.442 0.911 -0.782 0.052 -0.054 -0.006 -0.549 0.381 0.736 0.010 0.663 0.278 0.023 -0.068 0.536 |\n", - "| bplus_2 | 0.147 -0.002 -0.046 -0.012 0.224 -0.071 0.196 -0.077 1.000 -0.010 0.027 0.330 0.012 -0.059 -0.019 0.040 0.057 -0.017 0.001 -0.005 -0.065 -0.139 -0.136 0.021 |\n", - "| p4040_p | -0.124 -0.012 -0.230 -0.004 0.024 -0.017 0.353 0.442 -0.010 1.000 0.433 -0.366 0.034 -0.055 0.001 -0.179 0.134 0.465 0.008 0.333 0.183 -0.087 -0.183 0.191 |\n", - "| DDstar_p | 0.089 -0.017 -0.878 0.007 0.090 -0.040 0.068 0.911 0.027 0.433 1.000 -0.788 0.055 -0.059 0.003 -0.465 0.433 0.745 0.017 0.683 0.211 -0.006 -0.111 0.534 |\n", - "| Ctt | 0.173 0.008 0.846 -0.012 -0.061 0.026 0.133 -0.782 0.330 -0.366 -0.788 1.000 -0.042 0.011 -0.002 0.537 -0.374 -0.663 -0.014 -0.678 -0.155 -0.119 -0.117 -0.249 |\n", - "| p4415_s | -0.007 -0.019 -0.040 -0.000 0.006 -0.003 -0.008 0.052 0.012 0.034 0.055 -0.042 1.000 -0.006 0.000 -0.022 0.021 0.054 0.001 0.038 0.018 -0.007 -0.018 0.030 |\n", - "| rho_s | -0.017 0.001 0.012 0.380 0.176 -0.004 -0.025 -0.054 -0.059 -0.055 -0.059 0.011 -0.006 1.000 0.058 -0.019 -0.035 -0.061 -0.005 -0.012 -0.036 0.148 -0.030 -0.047 |\n", - "| omega_s | -0.003 0.000 0.002 0.821 0.038 0.030 -0.004 -0.006 -0.019 0.001 0.003 -0.002 0.000 0.058 1.000 0.002 0.001 0.002 -0.013 -0.002 -0.002 -0.008 -0.003 0.000 |\n", - "| Dbar_s | 0.134 0.005 0.584 -0.016 -0.111 0.039 0.118 -0.549 0.040 -0.179 -0.465 0.537 -0.022 -0.019 0.002 1.000 -0.289 -0.409 -0.009 -0.676 -0.148 -0.206 -0.237 -0.268 |\n", - "| DDstar_s | 0.060 -0.008 -0.431 0.001 0.040 -0.019 0.030 0.381 0.057 0.134 0.433 -0.374 0.021 -0.035 0.001 -0.289 1.000 0.275 0.007 0.285 0.029 -0.031 -0.097 0.205 |\n", - "| p4160_p | -0.241 -0.017 -0.576 0.001 0.050 -0.027 -0.011 0.736 -0.017 0.465 0.745 -0.663 0.054 -0.061 0.002 -0.409 0.275 1.000 0.013 0.572 0.230 -0.059 -0.165 0.398 |\n", - "| phi_p | 0.001 -0.000 -0.012 0.005 0.106 0.711 0.001 0.010 0.001 0.008 0.017 -0.014 0.001 -0.005 -0.013 -0.009 0.007 0.013 1.000 0.008 0.003 -0.001 0.004 0.008 |\n", - "| p3770_p | -0.086 -0.009 -0.731 0.010 0.086 -0.039 -0.034 0.663 -0.005 0.333 0.683 -0.678 0.038 -0.012 -0.002 -0.676 0.285 0.572 0.008 1.000 -0.012 0.117 0.077 0.358 |\n", - "| p3770_s | 0.132 -0.006 -0.028 -0.005 0.019 -0.015 0.071 0.278 -0.065 0.183 0.211 -0.155 0.018 -0.036 -0.002 -0.148 0.029 0.230 0.003 -0.012 1.000 -0.034 -0.104 -0.078 |\n", - "| bplus_0 | -0.014 0.001 -0.144 0.031 0.075 -0.022 -0.026 0.023 -0.139 -0.087 -0.006 -0.119 -0.007 0.148 -0.008 -0.206 -0.031 -0.059 -0.001 0.117 -0.034 1.000 -0.535 -0.055 |\n", - "| bplus_1 | -0.055 0.003 -0.112 -0.009 0.046 -0.000 -0.091 -0.068 -0.136 -0.183 -0.111 -0.117 -0.018 -0.030 -0.003 -0.237 -0.097 -0.165 0.004 0.077 -0.104 -0.535 1.000 -0.136 |\n", - "| psi2s_p | 0.078 -0.010 -0.337 -0.001 0.038 -0.022 0.022 0.536 0.021 0.191 0.534 -0.249 0.030 -0.047 0.000 -0.268 0.205 0.398 0.008 0.358 -0.078 -0.055 -0.136 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16955150192571083}), (, {'error': 0.1225248593823629}), (, {'error': 1.1270048655716773}), (, {'error': 0.35111288616135994}), (, {'error': 0.3934012075132065}), (, {'error': 1.0569429361679585}), (, {'error': 0.16085979513019233}), (, {'error': 0.06544268926106778}), (, {'error': 0.07697155784964838}), (, {'error': 0.2566798180701484}), (, {'error': 1.462777684427443}), (, {'error': 0.31417954801691994}), (, {'error': 0.028877785569089404}), (, {'error': 0.30254456740596}), (, {'error': 1.5208308454815107}), (, {'error': 0.4791774989916301}), (, {'error': 0.0880360792812116}), (, {'error': 0.17489464164945412}), (, {'error': 0.2735154944876932}), (, {'error': 0.1727570095668609}), (, {'error': 0.24081469213222984}), (, {'error': 0.013179258986191433}), (, {'error': 0.02537047228807854}), (, {'error': 0.038403602840014095})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 30/50\n", - "Time taken: 1 h, 53 min\n", - "Projected time left: 1 h, 15 min\n", - "Toy 30: Generating data...\n", - "Directory data/zfit_toys/toy_30 Created \n", - "Toy 30: Data generation finished\n", - "Toy 30: Loading data...\n", - "Toy 30: Loading data finished\n", - "Toy 30: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.976E+05 | Ncalls=1374 (1374 total) |\n", - "| EDM = 5.2E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297577.915254543\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.01 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -1.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 2.71 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.14 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.1 | 1.5 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.717 | 0.013 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.586 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.14 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -3.12 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -3.76 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.43 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.37 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 6.2 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.300 | 0.005 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.007 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -6.283 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 0.919 | 0.011 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.446 | 0.019 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.88 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 2.192 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.182 -0.041 -0.000 0.025 -0.010 -0.011 0.004 0.106 -0.216 -0.093 0.392 0.011 0.017 -0.001 -0.002 0.000 0.007 -0.007 0.002 -0.003 0.003 0.020 0.077 |\n", - "| p4415_p | -0.182 1.000 -0.041 -0.005 0.053 -0.026 0.006 0.022 0.246 -0.067 -0.007 -0.036 -0.064 0.003 0.011 0.003 0.005 0.004 -0.019 -0.001 0.001 0.008 -0.122 -0.084 |\n", - "| Dbar_p | -0.041 -0.041 1.000 0.002 0.013 -0.008 0.006 0.334 -0.033 0.043 0.030 -0.093 -0.021 0.030 -0.010 0.004 0.002 0.001 -0.001 -0.005 0.005 0.033 0.089 0.225 |\n", - "| omega_p | -0.000 -0.005 0.002 1.000 -0.041 -0.004 0.000 0.018 -0.017 -0.000 0.006 -0.003 -0.000 0.148 -0.483 -0.000 -0.000 0.000 0.020 -0.000 0.000 0.049 -0.045 0.005 |\n", - "| rho_p | 0.025 0.053 0.013 -0.041 1.000 -0.155 -0.000 -0.096 0.260 0.047 -0.016 0.098 0.041 0.169 0.367 -0.000 0.001 -0.001 -0.223 0.000 -0.001 -0.101 0.099 -0.000 |\n", - "| phi_s | -0.010 -0.026 -0.008 -0.004 -0.155 1.000 -0.000 0.018 -0.125 -0.033 0.007 -0.041 -0.023 -0.033 -0.065 0.000 -0.000 0.001 0.851 0.000 0.000 -0.000 -0.004 -0.015 |\n", - "| p4160_s | -0.011 0.006 0.006 0.000 -0.000 -0.000 1.000 0.004 -0.002 -0.006 0.010 -0.012 0.003 0.000 -0.000 0.000 0.000 -0.002 -0.000 -0.000 0.000 0.001 0.000 0.001 |\n", - "| jpsi_p | 0.004 0.022 0.334 0.018 -0.096 0.018 0.004 1.000 0.101 -0.003 0.311 0.255 -0.022 -0.004 -0.034 0.008 0.013 0.001 0.010 -0.001 0.002 -0.057 0.043 0.044 |\n", - "| bplus_2 | 0.106 0.246 -0.033 -0.017 0.260 -0.125 -0.002 0.101 1.000 0.035 -0.139 0.726 0.075 0.067 0.036 0.005 0.011 -0.001 -0.091 0.005 -0.001 0.019 -0.266 -0.140 |\n", - "| p4040_p | -0.216 -0.067 0.043 -0.000 0.047 -0.033 -0.006 -0.003 0.035 1.000 0.137 -0.107 0.101 0.028 -0.001 0.009 0.012 -0.002 -0.024 -0.004 0.002 0.032 0.030 -0.163 |\n", - "| DDstar_p | -0.093 -0.007 0.030 0.006 -0.016 0.007 0.010 0.311 -0.139 0.137 1.000 -0.064 -0.048 0.034 -0.018 0.001 0.007 0.000 0.009 -0.005 0.003 0.015 0.182 0.213 |\n", - "| Ctt | 0.392 -0.036 -0.093 -0.003 0.098 -0.041 -0.012 0.255 0.726 -0.107 -0.064 1.000 0.211 0.029 0.007 0.013 0.006 -0.001 -0.027 0.010 -0.002 -0.032 -0.125 -0.056 |\n", - "| p4415_s | 0.011 -0.064 -0.021 -0.000 0.041 -0.023 0.003 -0.022 0.075 0.101 -0.048 0.211 1.000 0.028 -0.001 0.002 0.005 -0.003 -0.016 0.001 -0.001 0.016 0.048 -0.066 |\n", - "| rho_s | 0.017 0.003 0.030 0.148 0.169 -0.033 0.000 -0.004 0.067 0.028 0.034 0.029 0.028 1.000 -0.372 -0.001 -0.002 -0.000 -0.004 -0.000 0.000 0.266 -0.224 0.023 |\n", - "| omega_s | -0.001 0.011 -0.010 -0.483 0.367 -0.065 -0.000 -0.034 0.036 -0.001 -0.018 0.007 -0.001 -0.372 1.000 0.000 0.001 -0.000 -0.121 0.000 -0.000 -0.141 0.127 -0.011 |\n", - "| Dbar_s | -0.002 0.003 0.004 -0.000 -0.000 0.000 0.000 0.008 0.005 0.009 0.001 0.013 0.002 -0.001 0.000 1.000 -0.000 -0.000 0.000 -0.000 -0.000 -0.000 -0.005 0.014 |\n", - "| DDstar_s | 0.000 0.005 0.002 -0.000 0.001 -0.000 0.000 0.013 0.011 0.012 0.007 0.006 0.005 -0.002 0.001 -0.000 1.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.011 0.014 |\n", - "| p4160_p | 0.007 0.004 0.001 0.000 -0.001 0.001 -0.002 0.001 -0.001 -0.002 0.000 -0.001 -0.003 -0.000 -0.000 -0.000 -0.000 1.000 0.000 0.000 -0.000 -0.000 -0.000 0.003 |\n", - "| phi_p | -0.007 -0.019 -0.001 0.020 -0.223 0.851 -0.000 0.010 -0.091 -0.024 0.009 -0.027 -0.016 -0.004 -0.121 0.000 -0.000 0.000 1.000 0.000 0.000 0.024 -0.027 -0.012 |\n", - "| p3770_p | 0.002 -0.001 -0.005 -0.000 0.000 0.000 -0.000 -0.001 0.005 -0.004 -0.005 0.010 0.001 -0.000 0.000 -0.000 -0.000 0.000 0.000 1.000 -0.001 -0.001 -0.002 0.006 |\n", - "| p3770_s | -0.003 0.001 0.005 0.000 -0.001 0.000 0.000 0.002 -0.001 0.002 0.003 -0.002 -0.001 0.000 -0.000 -0.000 -0.000 -0.000 0.000 -0.001 1.000 0.000 0.000 0.006 |\n", - "| bplus_0 | 0.003 0.008 0.033 0.049 -0.101 -0.000 0.001 -0.057 0.019 0.032 0.015 -0.032 0.016 0.266 -0.141 -0.000 0.000 -0.000 0.024 -0.001 0.000 1.000 -0.920 0.016 |\n", - "| bplus_1 | 0.020 -0.122 0.089 -0.045 0.099 -0.004 0.000 0.043 -0.266 0.030 0.182 -0.125 0.048 -0.224 0.127 -0.005 -0.011 -0.000 -0.027 -0.002 0.000 -0.920 1.000 0.115 |\n", - "| psi2s_p | 0.077 -0.084 0.225 0.005 -0.000 -0.015 0.001 0.044 -0.140 -0.163 0.213 -0.056 -0.066 0.023 -0.011 0.014 0.014 0.003 -0.012 0.006 0.006 0.016 0.115 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.15885730745807447}), (, {'error': 0.5029007102450289}), (, {'error': 0.18886815165610216}), (, {'error': 0.5316891912424664}), (, {'error': 0.31117667237380564}), (, {'error': 1.5257962564978822}), (, {'error': 0.012540689633721958}), (, {'error': 0.02806493079829142}), (, {'error': 0.07649891832373346}), (, {'error': 0.14432806847133506}), (, {'error': 0.20993718511485127}), (, {'error': 0.1659165586467652}), (, {'error': 0.18304587556762797}), (, {'error': 0.34381896924040395}), (, {'error': 1.0873822788078784}), (, {'error': 0.0053368569509354424}), (, {'error': 0.006911643570954473}), (, {'error': 0.008214680734048407}), (, {'error': 0.34383600982412377}), (, {'error': 0.012122394658628188}), (, {'error': 0.010653257125726845}), (, {'error': 0.01852659252635025}), (, {'error': 0.03701633936839521}), (, {'error': 0.026640812373070588})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 31/50\n", - "Time taken: 2 h, 1 min\n", - "Projected time left: 1 h, 14 min\n", - "Toy 31: Generating data...\n", - "Directory data/zfit_toys/toy_31 Created \n", - "Toy 31: Data generation finished\n", - "Toy 31: Loading data...\n", - "Toy 31: Loading data finished\n", - "Toy 31: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=1870 (1870 total) |\n", - "| EDM = 5.59E-07 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297383.727586936\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.81 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -1.52 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 0.99 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 6.09 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 20.9 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.28 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.645 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.22 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.70 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 4.69 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.60 | 0.20 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.16 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.5 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.21 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.68 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.59 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.59 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.43 | 0.03 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.81 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.162 -0.020 0.011 0.035 -0.030 -0.010 0.034 -0.091 -0.218 -0.121 0.348 0.193 0.021 0.001 -0.005 -0.004 -0.517 -0.010 -0.146 0.124 -0.037 0.015 0.067 |\n", - "| p4415_p | -0.162 1.000 -0.130 -0.000 0.046 -0.035 -0.071 -0.008 -0.209 0.128 -0.136 0.071 -0.149 0.003 0.007 0.008 0.020 0.271 -0.015 0.007 -0.005 -0.032 0.104 -0.058 |\n", - "| Dbar_p | -0.020 -0.130 1.000 0.026 0.013 -0.025 -0.070 0.060 0.068 -0.173 -0.179 -0.341 0.074 0.049 -0.003 0.027 0.004 -0.103 -0.005 0.198 -0.140 -0.059 -0.072 -0.129 |\n", - "| omega_p | 0.011 -0.000 0.026 1.000 -0.010 -0.004 0.011 -0.029 0.024 -0.003 0.043 0.000 0.014 0.581 -0.686 0.001 0.002 -0.012 0.028 -0.006 -0.000 -0.212 0.185 -0.000 |\n", - "| rho_p | 0.035 0.046 0.013 -0.010 1.000 -0.116 0.055 -0.076 -0.232 0.015 -0.020 0.087 -0.008 0.193 -0.033 0.001 -0.000 -0.000 -0.216 -0.014 0.021 0.063 -0.064 0.001 |\n", - "| phi_s | -0.030 -0.035 -0.025 -0.004 -0.116 1.000 -0.045 0.040 0.123 -0.017 -0.012 -0.049 -0.004 -0.075 -0.007 -0.001 0.000 -0.000 0.630 0.009 -0.021 0.137 -0.120 -0.007 |\n", - "| p4160_s | -0.010 -0.071 -0.070 0.011 0.055 -0.045 1.000 -0.007 -0.139 0.323 -0.080 0.264 0.338 0.023 0.004 -0.002 0.002 -0.145 -0.017 -0.061 0.029 -0.044 0.025 -0.042 |\n", - "| jpsi_p | 0.034 -0.008 0.060 -0.029 -0.076 0.040 -0.007 1.000 -0.192 -0.100 -0.012 0.296 -0.018 -0.045 0.013 0.048 0.057 -0.067 0.011 -0.040 -0.048 0.117 -0.055 -0.020 |\n", - "| bplus_2 | -0.091 -0.209 0.068 0.024 -0.232 0.123 -0.139 -0.192 1.000 -0.015 0.263 -0.665 0.151 0.026 -0.030 0.002 0.008 -0.017 0.061 0.074 0.040 -0.091 -0.123 -0.048 |\n", - "| p4040_p | -0.218 0.128 -0.173 -0.003 0.015 -0.017 0.323 -0.100 -0.015 1.000 -0.006 -0.159 0.015 -0.001 0.005 0.017 0.029 0.109 -0.009 0.102 -0.042 -0.027 0.059 -0.203 |\n", - "| DDstar_p | -0.121 -0.136 -0.179 0.043 -0.020 -0.012 -0.080 -0.012 0.263 -0.006 1.000 -0.039 0.012 0.079 -0.011 0.000 0.038 0.054 0.002 0.185 0.092 -0.079 -0.175 -0.074 |\n", - "| Ctt | 0.348 0.071 -0.341 0.000 0.087 -0.049 0.264 0.296 -0.665 -0.159 -0.039 1.000 0.153 -0.003 0.008 -0.007 -0.007 -0.294 -0.016 -0.205 -0.069 0.023 0.092 0.261 |\n", - "| p4415_s | 0.193 -0.149 0.074 0.014 -0.008 -0.004 0.338 -0.018 0.151 0.015 0.012 0.153 1.000 0.024 -0.004 0.001 -0.002 -0.126 0.001 -0.067 0.025 -0.021 -0.087 0.041 |\n", - "| rho_s | 0.021 0.003 0.049 0.581 0.193 -0.075 0.023 -0.045 0.026 -0.001 0.079 -0.003 0.024 1.000 -0.172 0.001 0.002 -0.018 -0.004 -0.009 0.003 -0.363 0.309 0.002 |\n", - "| omega_s | 0.001 0.007 -0.003 -0.686 -0.033 -0.007 0.004 0.013 -0.030 0.005 -0.011 0.008 -0.004 -0.172 1.000 -0.000 -0.001 0.005 0.027 0.002 0.005 0.050 -0.044 0.003 |\n", - "| Dbar_s | -0.005 0.008 0.027 0.001 0.001 -0.001 -0.002 0.048 0.002 0.017 0.000 -0.007 0.001 0.001 -0.000 1.000 -0.001 0.025 0.000 0.045 0.020 -0.001 -0.005 0.021 |\n", - "| DDstar_s | -0.004 0.020 0.004 0.002 -0.000 0.000 0.002 0.057 0.008 0.029 0.038 -0.007 -0.002 0.002 -0.001 -0.001 1.000 0.044 0.001 0.036 0.025 0.000 -0.010 0.021 |\n", - "| p4160_p | -0.517 0.271 -0.103 -0.012 -0.000 -0.000 -0.145 -0.067 -0.017 0.109 0.054 -0.294 -0.126 -0.018 0.005 0.025 0.044 1.000 -0.003 0.149 -0.038 0.011 0.041 -0.142 |\n", - "| phi_p | -0.010 -0.015 -0.005 0.028 -0.216 0.630 -0.017 0.011 0.061 -0.009 0.002 -0.016 0.001 -0.004 0.027 0.000 0.001 -0.003 1.000 0.002 -0.010 0.003 0.002 -0.004 |\n", - "| p3770_p | -0.146 0.007 0.198 -0.006 -0.014 0.009 -0.061 -0.040 0.074 0.102 0.185 -0.205 -0.067 -0.009 0.002 0.045 0.036 0.149 0.002 1.000 -0.301 0.047 -0.109 -0.044 |\n", - "| p3770_s | 0.124 -0.005 -0.140 -0.000 0.021 -0.021 0.029 -0.048 0.040 -0.042 0.092 -0.069 0.025 0.003 0.005 0.020 0.025 -0.038 -0.010 -0.301 1.000 -0.011 -0.020 -0.383 |\n", - "| bplus_0 | -0.037 -0.032 -0.059 -0.212 0.063 0.137 -0.044 0.117 -0.091 -0.027 -0.079 0.023 -0.021 -0.363 0.050 -0.001 0.000 0.011 0.003 0.047 -0.011 1.000 -0.930 -0.013 |\n", - "| bplus_1 | 0.015 0.104 -0.072 0.185 -0.064 -0.120 0.025 -0.055 -0.123 0.059 -0.175 0.092 -0.087 0.309 -0.044 -0.005 -0.010 0.041 0.002 -0.109 -0.020 -0.930 1.000 0.036 |\n", - "| psi2s_p | 0.067 -0.058 -0.129 -0.000 0.001 -0.007 -0.042 -0.020 -0.048 -0.203 -0.074 0.261 0.041 0.002 0.003 0.021 0.021 -0.142 -0.004 -0.044 -0.383 -0.013 0.036 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17635114696430482}), (, {'error': 0.1784648772277304}), (, {'error': 0.31255392585180264}), (, {'error': 0.2921967154742098}), (, {'error': 0.25826109564955857}), (, {'error': 1.0921488383459526}), (, {'error': 0.17241473278929753}), (, {'error': 0.023605150907676453}), (, {'error': 0.08442241995306077}), (, {'error': 0.1604014614100695}), (, {'error': 0.31174447318819887}), (, {'error': 0.20193902024586163}), (, {'error': 0.1996345011679339}), (, {'error': 0.36431775437732106}), (, {'error': 4.347803665424106}), (, {'error': 0.019501128680833868}), (, {'error': 0.02481382363376161}), (, {'error': 0.09467731482337527}), (, {'error': 0.1765156758427402}), (, {'error': 0.08805900533627309}), (, {'error': 0.2309005213998816}), (, {'error': 0.033008945798463585}), (, {'error': 0.062401667457582466}), (, {'error': 0.03168791900599999})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 32/50\n", - "Time taken: 2 h, 8 min\n", - "Projected time left: 1 h, 12 min\n", - "Toy 32: Generating data...\n", - "Directory data/zfit_toys/toy_32 Created \n", - "Toy 32: Data generation finished\n", - "Toy 32: Loading data...\n", - "Toy 32: Loading data finished\n", - "Toy 32: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 3.014E+05 | Ncalls=500 (511 total) |\n", - "| EDM = 4.62E+07 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 301388.0685164397\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.780 | 0.001 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -5.338 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -6.049 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 4.424 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 4.676 | 0.004 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 21.129 | 0.004 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.806 | 0.000 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.996 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 1.042 | 0.003 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.93 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -1.160 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.745 | 0.001 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 2.014 | 0.001 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.597 | 0.001 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 0.676E1 | 0.000E1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 2.599E-1 | 0.002E-1 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | 2.586E-1 | 0.002E-1 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 1.786 | 0.006 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.262 | 0.006 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 4.451 | 0.022 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 1.731 | 0.004 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -2.408E-1 | 0.022E-1 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.409 | 0.005 | | | -2 | 2 | |\n", - "| 23| psi2s_p | -0.4 | 8.1 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.313 -0.319 -0.005 0.007 -0.001 -0.105 -0.301 0.315 0.338 0.334 0.070 -0.010 -0.017 -0.003 0.201 0.239 -0.150 0.081 -0.336 0.327 0.340 0.340 0.341 |\n", - "| p4415_p | -0.313 1.000 0.860 0.012 -0.018 0.003 0.282 0.810 -0.848 -0.911 -0.899 -0.189 0.027 0.045 0.009 -0.541 -0.645 0.404 -0.218 0.905 -0.879 -0.915 -0.915 -0.918 |\n", - "| Dbar_p | -0.319 0.860 1.000 0.013 -0.019 0.003 0.288 0.827 -0.865 -0.930 -0.917 -0.193 0.027 0.046 0.009 -0.552 -0.658 0.412 -0.222 0.924 -0.898 -0.934 -0.934 -0.937 |\n", - "| omega_p | -0.005 0.012 0.013 1.000 -0.000 0.000 0.004 0.012 -0.012 -0.013 -0.013 -0.003 0.000 0.001 0.000 -0.008 -0.009 0.006 -0.003 0.013 -0.013 -0.013 -0.013 -0.013 |\n", - "| rho_p | 0.007 -0.018 -0.019 -0.000 1.000 -0.000 -0.006 -0.018 0.019 0.020 0.020 0.004 -0.001 -0.001 -0.000 0.012 0.014 -0.009 0.005 -0.020 0.019 0.020 0.020 0.020 |\n", - "| phi_s | -0.001 0.003 0.003 0.000 -0.000 1.000 0.001 0.003 -0.003 -0.003 -0.003 -0.001 0.000 0.000 0.000 -0.002 -0.002 0.001 -0.001 0.003 -0.003 -0.003 -0.003 -0.003 |\n", - "| p4160_s | -0.105 0.282 0.288 0.004 -0.006 0.001 1.000 0.271 -0.284 -0.305 -0.301 -0.063 0.009 0.015 0.003 -0.181 -0.216 0.135 -0.073 0.303 -0.294 -0.306 -0.306 -0.307 |\n", - "| jpsi_p | -0.301 0.810 0.827 0.012 -0.018 0.003 0.271 1.000 -0.815 -0.876 -0.864 -0.182 0.026 0.043 0.009 -0.520 -0.620 0.388 -0.209 0.870 -0.845 -0.880 -0.880 -0.882 |\n", - "| bplus_2 | 0.315 -0.848 -0.865 -0.012 0.019 -0.003 -0.284 -0.815 1.000 0.917 0.904 0.190 -0.027 -0.045 -0.009 0.544 0.649 -0.406 0.219 -0.911 0.885 0.921 0.921 0.924 |\n", - "| p4040_p | 0.338 -0.911 -0.930 -0.013 0.020 -0.003 -0.305 -0.876 0.917 1.000 0.972 0.205 -0.029 -0.048 -0.010 0.585 0.697 -0.436 0.236 -0.979 0.951 0.990 0.990 0.993 |\n", - "| DDstar_p | 0.334 -0.899 -0.917 -0.013 0.020 -0.003 -0.301 -0.864 0.904 0.972 1.000 0.202 -0.029 -0.048 -0.010 0.577 0.688 -0.431 0.232 -0.966 0.938 0.976 0.976 0.979 |\n", - "| Ctt | 0.070 -0.189 -0.193 -0.003 0.004 -0.001 -0.063 -0.182 0.190 0.205 0.202 1.000 -0.006 -0.010 -0.002 0.122 0.145 -0.091 0.049 -0.204 0.198 0.206 0.206 0.206 |\n", - "| p4415_s | -0.010 0.027 0.027 0.000 -0.001 0.000 0.009 0.026 -0.027 -0.029 -0.029 -0.006 1.000 0.001 0.000 -0.017 -0.021 0.013 -0.007 0.029 -0.028 -0.029 -0.029 -0.029 |\n", - "| rho_s | -0.017 0.045 0.046 0.001 -0.001 0.000 0.015 0.043 -0.045 -0.048 -0.048 -0.010 0.001 1.000 0.000 -0.029 -0.034 0.021 -0.012 0.048 -0.047 -0.049 -0.049 -0.049 |\n", - "| omega_s | -0.003 0.009 0.009 0.000 -0.000 0.000 0.003 0.009 -0.009 -0.010 -0.010 -0.002 0.000 0.000 1.000 -0.006 -0.007 0.004 -0.002 0.010 -0.010 -0.010 -0.010 -0.010 |\n", - "| Dbar_s | 0.201 -0.541 -0.552 -0.008 0.012 -0.002 -0.181 -0.520 0.544 0.585 0.577 0.122 -0.017 -0.029 -0.006 1.000 0.414 -0.259 0.140 -0.581 0.565 0.588 0.588 0.589 |\n", - "| DDstar_s | 0.239 -0.645 -0.658 -0.009 0.014 -0.002 -0.216 -0.620 0.649 0.697 0.688 0.145 -0.021 -0.034 -0.007 0.414 1.000 -0.309 0.167 -0.693 0.673 0.700 0.700 0.702 |\n", - "| p4160_p | -0.150 0.404 0.412 0.006 -0.009 0.001 0.135 0.388 -0.406 -0.436 -0.431 -0.091 0.013 0.021 0.004 -0.259 -0.309 1.000 -0.104 0.434 -0.421 -0.438 -0.438 -0.440 |\n", - "| phi_p | 0.081 -0.218 -0.222 -0.003 0.005 -0.001 -0.073 -0.209 0.219 0.236 0.232 0.049 -0.007 -0.012 -0.002 0.140 0.167 -0.104 1.000 -0.234 0.227 0.237 0.237 0.237 |\n", - "| p3770_p | -0.336 0.905 0.924 0.013 -0.020 0.003 0.303 0.870 -0.911 -0.979 -0.966 -0.204 0.029 0.048 0.010 -0.581 -0.693 0.434 -0.234 1.000 -0.945 -0.983 -0.983 -0.986 |\n", - "| p3770_s | 0.327 -0.879 -0.898 -0.013 0.019 -0.003 -0.294 -0.845 0.885 0.951 0.938 0.198 -0.028 -0.047 -0.010 0.565 0.673 -0.421 0.227 -0.945 1.000 0.955 0.955 0.958 |\n", - "| bplus_0 | 0.340 -0.915 -0.934 -0.013 0.020 -0.003 -0.306 -0.880 0.921 0.990 0.976 0.206 -0.029 -0.049 -0.010 0.588 0.700 -0.438 0.237 -0.983 0.955 1.000 0.994 0.997 |\n", - "| bplus_1 | 0.340 -0.915 -0.934 -0.013 0.020 -0.003 -0.306 -0.880 0.921 0.990 0.976 0.206 -0.029 -0.049 -0.010 0.588 0.700 -0.438 0.237 -0.983 0.955 0.994 1.000 0.997 |\n", - "| psi2s_p | 0.341 -0.918 -0.937 -0.013 0.020 -0.003 -0.307 -0.882 0.924 0.993 0.979 0.206 -0.029 -0.049 -0.010 0.589 0.702 -0.440 0.237 -0.986 0.958 0.997 0.997 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.0006291975394621119}), (, {'error': 0.007985258851270771}), (, {'error': 0.004523853750326712}), (, {'error': 0.004056759697570911}), (, {'error': 0.0038381104421763013}), (, {'error': 0.0036030856963815694}), (, {'error': 0.0004873612970820451}), (, {'error': 0.005060463929967618}), (, {'error': 0.0032458293171402364}), (, {'error': 0.03519708667701682}), (, {'error': 0.026601972806755025}), (, {'error': 0.0011957662440087446}), (, {'error': 0.0007352154181468062}), (, {'error': 0.0008435001980726109}), (, {'error': 0.002389433656862394}), (, {'error': 0.00017012262209065154}), (, {'error': 0.0001958841902288122}), (, {'error': 0.006334925956383408}), (, {'error': 0.005958883796820302}), (, {'error': 0.02236921491316224}), (, {'error': 0.004422469532715745}), (, {'error': 0.0021960129974937237}), (, {'error': 0.0048515734419147805}), (, {'error': 8.139661906205548})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 33/50\n", - "Time taken: 2 h, 15 min\n", - "Projected time left: 1 h, 9 min\n", - "Toy 33: Generating data...\n", - "Directory data/zfit_toys/toy_33 Created \n", - "Toy 33: Data generation finished\n", - "Toy 33: Loading data...\n", - "Toy 33: Loading data finished\n", - "Toy 33: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=1382 (1382 total) |\n", - "| EDM = 0.0108 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297371.7337031406\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.59 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.05 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 5.0 | 2.2 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -6.0 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.19 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.666 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.17 | 0.05 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.65 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | -2.7 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.11 | 0.11 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.19 | 0.21 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.9 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.06 | 0.12 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.30 | 0.36 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -1.99 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | 0.77 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.43 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.58 | 0.21 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.448 | 0.014 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.819 | 0.028 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.799 | 0.029 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.095 -0.591 -0.004 0.284 -0.049 0.250 0.329 0.016 -0.239 0.469 -0.012 0.481 -0.186 0.136 -0.422 0.686 -0.628 -0.055 -0.454 -0.059 -0.608 -0.621 0.229 |\n", - "| p4415_p | -0.095 1.000 0.003 -0.001 0.031 -0.013 -0.094 0.096 0.134 0.115 0.169 -0.059 -0.038 0.003 0.007 -0.039 0.000 0.200 -0.005 0.068 0.048 -0.032 -0.035 0.011 |\n", - "| Dbar_p | -0.591 0.003 1.000 0.006 -0.354 0.056 -0.403 -0.502 -0.036 0.179 -0.506 0.281 -0.571 0.243 -0.173 0.699 -0.900 0.559 0.065 0.430 0.138 0.782 0.797 -0.334 |\n", - "| omega_p | -0.004 -0.001 0.006 1.000 0.004 -0.002 -0.003 -0.003 -0.003 0.001 -0.004 0.002 -0.004 0.024 -0.116 0.005 -0.006 0.004 0.005 0.004 0.001 0.006 0.005 -0.002 |\n", - "| rho_p | 0.284 0.031 -0.354 0.004 1.000 -0.056 0.210 0.213 0.147 -0.060 0.249 -0.101 0.256 -0.129 0.518 -0.282 0.405 -0.255 -0.200 -0.249 -0.057 -0.392 -0.359 0.139 |\n", - "| phi_s | -0.049 -0.013 0.056 -0.002 -0.056 1.000 -0.044 -0.055 -0.085 0.002 -0.032 0.015 -0.043 -0.045 -0.019 0.042 -0.062 0.038 0.500 0.039 -0.002 0.046 0.050 -0.025 |\n", - "| p4160_s | 0.250 -0.094 -0.403 -0.003 0.210 -0.044 1.000 0.217 0.082 0.164 0.352 -0.007 0.454 -0.120 0.095 -0.298 0.480 -0.354 -0.041 -0.292 -0.074 -0.417 -0.430 0.114 |\n", - "| jpsi_p | 0.329 0.096 -0.502 -0.003 0.213 -0.055 0.217 1.000 -0.071 0.004 0.496 -0.269 0.279 -0.129 0.094 -0.542 0.477 -0.165 -0.044 -0.175 0.091 -0.421 -0.433 0.341 |\n", - "| bplus_2 | 0.016 0.134 -0.036 -0.003 0.147 -0.085 0.082 -0.071 1.000 0.035 -0.013 0.419 -0.028 0.095 0.017 0.063 0.013 0.015 -0.036 -0.003 -0.010 -0.068 -0.075 -0.032 |\n", - "| p4040_p | -0.239 0.115 0.179 0.001 -0.060 0.002 0.164 0.004 0.035 1.000 -0.004 -0.086 -0.083 0.059 -0.035 0.020 -0.201 0.198 0.013 0.244 0.046 0.169 0.169 -0.124 |\n", - "| DDstar_p | 0.469 0.169 -0.506 -0.004 0.249 -0.032 0.352 0.496 -0.013 -0.004 1.000 -0.195 0.392 -0.183 0.126 -0.197 0.544 -0.242 -0.041 -0.343 -0.025 -0.570 -0.579 0.326 |\n", - "| Ctt | -0.012 -0.059 0.281 0.002 -0.101 0.015 -0.007 -0.269 0.419 -0.086 -0.195 1.000 -0.030 0.084 -0.056 0.082 -0.250 0.001 0.024 0.109 0.005 0.219 0.223 0.097 |\n", - "| p4415_s | 0.481 -0.038 -0.571 -0.004 0.256 -0.043 0.454 0.279 -0.028 -0.083 0.392 -0.030 1.000 -0.174 0.125 -0.417 0.650 -0.417 -0.050 -0.417 -0.117 -0.555 -0.567 0.211 |\n", - "| rho_s | -0.186 0.003 0.243 0.024 -0.129 -0.045 -0.120 -0.129 0.095 0.059 -0.183 0.084 -0.174 1.000 -0.233 0.194 -0.286 0.183 -0.033 0.172 0.062 0.307 0.276 -0.093 |\n", - "| omega_s | 0.136 0.007 -0.173 -0.116 0.518 -0.019 0.095 0.094 0.017 -0.035 0.126 -0.056 0.125 -0.233 1.000 -0.139 0.201 -0.128 -0.100 -0.124 -0.036 -0.201 -0.183 0.067 |\n", - "| Dbar_s | -0.422 -0.039 0.699 0.005 -0.282 0.042 -0.298 -0.542 0.063 0.020 -0.197 0.082 -0.417 0.194 -0.139 1.000 -0.705 0.333 0.049 0.221 -0.065 0.615 0.625 -0.382 |\n", - "| DDstar_s | 0.686 0.000 -0.900 -0.006 0.405 -0.062 0.480 0.477 0.013 -0.201 0.544 -0.250 0.650 -0.286 0.201 -0.705 1.000 -0.668 -0.077 -0.600 -0.186 -0.912 -0.929 0.334 |\n", - "| p4160_p | -0.628 0.200 0.559 0.004 -0.255 0.038 -0.354 -0.165 0.015 0.198 -0.242 0.001 -0.417 0.183 -0.128 0.333 -0.668 1.000 0.051 0.523 0.182 0.580 0.589 -0.180 |\n", - "| phi_p | -0.055 -0.005 0.065 0.005 -0.200 0.500 -0.041 -0.044 -0.036 0.013 -0.041 0.024 -0.050 -0.033 -0.100 0.049 -0.077 0.051 1.000 0.051 0.013 0.069 0.066 -0.025 |\n", - "| p3770_p | -0.454 0.068 0.430 0.004 -0.249 0.039 -0.292 -0.175 -0.003 0.244 -0.343 0.109 -0.417 0.172 -0.124 0.221 -0.600 0.523 0.051 1.000 0.042 0.561 0.568 -0.125 |\n", - "| p3770_s | -0.059 0.048 0.138 0.001 -0.057 -0.002 -0.074 0.091 -0.010 0.046 -0.025 0.005 -0.117 0.062 -0.036 -0.065 -0.186 0.182 0.013 0.042 1.000 0.187 0.184 -0.225 |\n", - "| bplus_0 | -0.608 -0.032 0.782 0.006 -0.392 0.046 -0.417 -0.421 -0.068 0.169 -0.570 0.219 -0.555 0.307 -0.201 0.615 -0.912 0.580 0.069 0.561 0.187 1.000 0.784 -0.298 |\n", - "| bplus_1 | -0.621 -0.035 0.797 0.005 -0.359 0.050 -0.430 -0.433 -0.075 0.169 -0.579 0.223 -0.567 0.276 -0.183 0.625 -0.929 0.589 0.066 0.568 0.184 0.784 1.000 -0.305 |\n", - "| psi2s_p | 0.229 0.011 -0.334 -0.002 0.139 -0.025 0.114 0.341 -0.032 -0.124 0.326 0.097 0.211 -0.093 0.067 -0.382 0.334 -0.180 -0.025 -0.125 -0.225 -0.298 -0.305 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.194362055188366}), (, {'error': 0.15525370226451418}), (, {'error': 2.2338926674678987}), (, {'error': 0.13224650662168802}), (, {'error': 0.3982730805053083}), (, {'error': 0.8245951461654375}), (, {'error': 0.15619513648347083}), (, {'error': 0.02759958271808749}), (, {'error': 0.046509814166270425}), (, {'error': 0.2620794817920318}), (, {'error': 0.3721816833886171}), (, {'error': 0.11378315603464695}), (, {'error': 0.20659396760230242}), (, {'error': 0.320075917192155}), (, {'error': 0.8545086778656139}), (, {'error': 0.12267510043190742}), (, {'error': 0.35990915744644847}), (, {'error': 0.11457800574995369}), (, {'error': 0.1500696332781133}), (, {'error': 0.13141921649528143}), (, {'error': 0.20699202966105168}), (, {'error': 0.014266279996433262}), (, {'error': 0.028285868391136115}), (, {'error': 0.029328016259754897})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 34/50\n", - "Time taken: 2 h, 23 min\n", - "Projected time left: 1 h, 7 min\n", - "Toy 34: Generating data...\n", - "Directory data/zfit_toys/toy_34 Created \n", - "Toy 34: Data generation finished\n", - "Toy 34: Loading data...\n", - "Toy 34: Loading data finished\n", - "Toy 34: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 3.002E+05 | Ncalls=539 (550 total) |\n", - "| EDM = 2.53E+06 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 300196.9642244317\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 2.003 | 0.000 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 2.72 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -5.347 | 0.013 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -1.288 | 0.006 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -2.441 | 0.005 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18.969 | 0.003 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 0.321E1 | 0.000E1 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | -1.007 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -1.745 | 0.001 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -3.695 | 0.023 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.978 | 0.024 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | 1.367 | 0.000 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 2.112 | 0.001 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 0.785 | 0.001 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 0.497E1 | 0.000E1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -2.126E-1 | 0.002E-1 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -1.964E-1 | 0.003E-1 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -5.102 | 0.030 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -3.783 | 0.008 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 0.326E1 | 0.000E1 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 0.405E1 | 0.000E1 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.9 | 2.5 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 1.574 | 0.003 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.706 | 0.013 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.045 0.044 0.027 -0.011 -0.010 -0.012 -0.045 -0.032 0.045 0.045 0.018 0.010 -0.018 -0.004 0.028 -0.037 0.044 -0.038 -0.004 0.005 -0.045 0.044 0.045 |\n", - "| p4415_p | 0.045 1.000 0.974 0.594 -0.250 -0.231 -0.266 -0.993 -0.701 0.984 0.985 0.392 0.219 -0.392 -0.080 0.615 -0.813 0.982 -0.836 -0.095 0.105 -0.996 0.975 0.987 |\n", - "| Dbar_p | 0.044 0.974 1.000 0.583 -0.245 -0.227 -0.261 -0.974 -0.688 0.966 0.967 0.385 0.215 -0.385 -0.078 0.604 -0.798 0.964 -0.820 -0.093 0.103 -0.978 0.957 0.969 |\n", - "| omega_p | 0.027 0.594 0.583 1.000 -0.150 -0.138 -0.159 -0.594 -0.420 0.589 0.590 0.235 0.131 -0.235 -0.048 0.369 -0.487 0.588 -0.501 -0.057 0.063 -0.596 0.584 0.591 |\n", - "| rho_p | -0.011 -0.250 -0.245 -0.150 1.000 0.058 0.067 0.250 0.177 -0.248 -0.248 -0.099 -0.055 0.099 0.020 -0.155 0.205 -0.247 0.211 0.024 -0.026 0.251 -0.246 -0.249 |\n", - "| phi_s | -0.010 -0.231 -0.227 -0.138 0.058 1.000 0.062 0.231 0.163 -0.229 -0.229 -0.091 -0.051 0.091 0.019 -0.143 0.189 -0.229 0.195 0.022 -0.024 0.232 -0.227 -0.230 |\n", - "| p4160_s | -0.012 -0.266 -0.261 -0.159 0.067 0.062 1.000 0.266 0.188 -0.264 -0.264 -0.105 -0.059 0.105 0.021 -0.165 0.218 -0.263 0.224 0.025 -0.028 0.267 -0.261 -0.264 |\n", - "| jpsi_p | -0.045 -0.993 -0.974 -0.594 0.250 0.231 0.266 1.000 0.701 -0.985 -0.985 -0.392 -0.219 0.393 0.080 -0.616 0.814 -0.982 0.836 0.095 -0.105 0.997 -0.976 -0.988 |\n", - "| bplus_2 | -0.032 -0.701 -0.688 -0.420 0.177 0.163 0.188 0.701 1.000 -0.696 -0.696 -0.277 -0.155 0.277 0.056 -0.435 0.575 -0.694 0.591 0.067 -0.074 0.704 -0.689 -0.698 |\n", - "| p4040_p | 0.045 0.984 0.966 0.589 -0.248 -0.229 -0.264 -0.985 -0.696 1.000 0.977 0.389 0.217 -0.389 -0.079 0.611 -0.807 0.974 -0.829 -0.094 0.104 -0.988 0.968 0.979 |\n", - "| DDstar_p | 0.045 0.985 0.967 0.590 -0.248 -0.229 -0.264 -0.985 -0.696 0.977 1.000 0.389 0.217 -0.389 -0.079 0.611 -0.807 0.974 -0.830 -0.094 0.104 -0.989 0.968 0.980 |\n", - "| Ctt | 0.018 0.392 0.385 0.235 -0.099 -0.091 -0.105 -0.392 -0.277 0.389 0.389 1.000 0.086 -0.155 -0.031 0.243 -0.321 0.388 -0.330 -0.038 0.042 -0.393 0.385 0.390 |\n", - "| p4415_s | 0.010 0.219 0.215 0.131 -0.055 -0.051 -0.059 -0.219 -0.155 0.217 0.217 0.086 1.000 -0.086 -0.018 0.136 -0.179 0.216 -0.184 -0.021 0.023 -0.220 0.215 0.218 |\n", - "| rho_s | -0.018 -0.392 -0.385 -0.235 0.099 0.091 0.105 0.393 0.277 -0.389 -0.389 -0.155 -0.086 1.000 0.031 -0.243 0.322 -0.388 0.331 0.038 -0.042 0.394 -0.386 -0.390 |\n", - "| omega_s | -0.004 -0.080 -0.078 -0.048 0.020 0.019 0.021 0.080 0.056 -0.079 -0.079 -0.031 -0.018 0.031 1.000 -0.049 0.065 -0.079 0.067 0.008 -0.008 0.080 -0.078 -0.079 |\n", - "| Dbar_s | 0.028 0.615 0.604 0.369 -0.155 -0.143 -0.165 -0.616 -0.435 0.611 0.611 0.243 0.136 -0.243 -0.049 1.000 -0.505 0.609 -0.519 -0.059 0.065 -0.618 0.605 0.612 |\n", - "| DDstar_s | -0.037 -0.813 -0.798 -0.487 0.205 0.189 0.218 0.814 0.575 -0.807 -0.807 -0.321 -0.179 0.322 0.065 -0.505 1.000 -0.805 0.685 0.078 -0.086 0.817 -0.800 -0.809 |\n", - "| p4160_p | 0.044 0.982 0.964 0.588 -0.247 -0.229 -0.263 -0.982 -0.694 0.974 0.974 0.388 0.216 -0.388 -0.079 0.609 -0.805 1.000 -0.827 -0.094 0.104 -0.986 0.965 0.977 |\n", - "| phi_p | -0.038 -0.836 -0.820 -0.501 0.211 0.195 0.224 0.836 0.591 -0.829 -0.830 -0.330 -0.184 0.331 0.067 -0.519 0.685 -0.827 1.000 0.080 -0.089 0.839 -0.822 -0.832 |\n", - "| p3770_p | -0.004 -0.095 -0.093 -0.057 0.024 0.022 0.025 0.095 0.067 -0.094 -0.094 -0.038 -0.021 0.038 0.008 -0.059 0.078 -0.094 0.080 1.000 -0.010 0.095 -0.093 -0.094 |\n", - "| p3770_s | 0.005 0.105 0.103 0.063 -0.026 -0.024 -0.028 -0.105 -0.074 0.104 0.104 0.042 0.023 -0.042 -0.008 0.065 -0.086 0.104 -0.089 -0.010 1.000 -0.106 0.103 0.105 |\n", - "| bplus_0 | -0.045 -0.996 -0.978 -0.596 0.251 0.232 0.267 0.997 0.704 -0.988 -0.989 -0.393 -0.220 0.394 0.080 -0.618 0.817 -0.986 0.839 0.095 -0.106 1.000 -0.979 -0.991 |\n", - "| bplus_1 | 0.044 0.975 0.957 0.584 -0.246 -0.227 -0.261 -0.976 -0.689 0.968 0.968 0.385 0.215 -0.386 -0.078 0.605 -0.800 0.965 -0.822 -0.093 0.103 -0.979 1.000 0.970 |\n", - "| psi2s_p | 0.045 0.987 0.969 0.591 -0.249 -0.230 -0.264 -0.988 -0.698 0.979 0.980 0.390 0.218 -0.390 -0.079 0.612 -0.809 0.977 -0.832 -0.094 0.105 -0.991 0.970 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.00011517718760645224}), (, {'error': 0.05329838845179946}), (, {'error': 0.013156807659500114}), (, {'error': 0.005721706540271043}), (, {'error': 0.004804035150877128}), (, {'error': 0.003362700022561782}), (, {'error': 0.0008511282947720744}), (, {'error': 0.025776331253054785}), (, {'error': 0.001063079429582281}), (, {'error': 0.022763812200164102}), (, {'error': 0.023840144772553806}), (, {'error': 0.0004967812915350756}), (, {'error': 0.0005331650353095352}), (, {'error': 0.0008047964069671232}), (, {'error': 0.001396373703605569}), (, {'error': 0.00020265223001721122}), (, {'error': 0.00029204994930495665}), (, {'error': 0.030454145462408988}), (, {'error': 0.007660129764866186}), (, {'error': 0.0027151986189783983}), (, {'error': 0.0002176067539263471}), (, {'error': 2.5396825600399167}), (, {'error': 0.0033866588304749534}), (, {'error': 0.013246052464551905})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 35/50\n", - "Time taken: 2 h, 30 min\n", - "Projected time left: 1 h, 4 min\n", - "Toy 35: Generating data...\n", - "Directory data/zfit_toys/toy_35 Created \n", - "Toy 35: Data generation finished\n", - "Toy 35: Loading data...\n", - "Toy 35: Loading data finished\n", - "Toy 35: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1472 (1472 total) |\n", - "| EDM = 5.47E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297301.28640813346\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 0.92 | 0.12 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 4.12 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -0.10 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 21.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.00 | 0.12 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.64 | 0.08 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.30 | 0.07 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 3.7 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 6.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.49 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.42 | 0.16 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.58 | 0.23 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.9 | 0.8 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.15 | 0.12 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | -2.03 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -5.53 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.42 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 2.8 | 0.6 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.461 | 0.004 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.914 | 0.008 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.130 0.084 -0.002 0.010 -0.018 -0.082 -0.082 -0.068 -0.104 -0.077 -0.005 0.085 -0.001 -0.008 0.037 -0.047 -0.165 -0.006 -0.084 -0.059 -0.095 -0.091 -0.094 |\n", - "| p4415_p | -0.130 1.000 -0.798 0.034 0.063 0.057 -0.215 0.779 0.617 0.767 0.583 0.715 -0.459 -0.018 0.054 -0.748 -0.116 0.790 0.049 0.765 0.771 0.166 0.157 0.742 |\n", - "| Dbar_p | 0.084 -0.798 1.000 -0.042 -0.068 -0.078 0.195 -0.976 -0.815 -0.941 -0.755 -0.909 0.542 0.017 -0.068 0.910 0.137 -0.952 -0.063 -0.951 -0.965 -0.193 -0.175 -0.941 |\n", - "| omega_p | -0.002 0.034 -0.042 1.000 -0.103 0.014 -0.007 0.041 0.026 0.040 0.031 0.037 -0.023 0.008 0.296 -0.039 -0.007 0.040 -0.002 0.039 0.041 0.005 0.002 0.039 |\n", - "| rho_p | 0.010 0.063 -0.068 -0.103 1.000 -0.041 0.004 0.071 -0.036 0.067 0.052 0.057 -0.035 0.127 0.138 -0.064 -0.015 0.066 -0.106 0.061 0.069 -0.044 -0.046 0.065 |\n", - "| phi_s | -0.018 0.057 -0.078 0.014 -0.041 1.000 -0.028 0.070 0.107 0.071 0.057 0.073 -0.047 -0.008 0.006 -0.074 -0.011 0.074 0.457 0.075 0.072 0.055 0.036 0.072 |\n", - "| p4160_s | -0.082 -0.215 0.195 -0.007 0.004 -0.028 1.000 -0.196 -0.183 -0.101 -0.153 -0.127 0.238 -0.000 -0.016 0.138 -0.019 -0.198 -0.012 -0.184 -0.182 -0.109 -0.102 -0.203 |\n", - "| jpsi_p | -0.082 0.779 -0.976 0.041 0.071 0.070 -0.196 1.000 0.797 0.918 0.724 0.872 -0.535 -0.019 0.064 -0.895 -0.140 0.930 0.060 0.927 0.944 0.174 0.159 0.921 |\n", - "| bplus_2 | -0.068 0.617 -0.815 0.026 -0.036 0.107 -0.183 0.797 1.000 0.758 0.610 0.660 -0.414 0.009 0.055 -0.776 -0.113 0.765 0.059 0.766 0.782 0.064 0.053 0.772 |\n", - "| p4040_p | -0.104 0.767 -0.941 0.040 0.067 0.071 -0.101 0.918 0.758 1.000 0.700 0.833 -0.495 -0.019 0.064 -0.871 -0.121 0.896 0.059 0.902 0.902 0.193 0.177 0.873 |\n", - "| DDstar_p | -0.077 0.583 -0.755 0.031 0.052 0.057 -0.153 0.724 0.610 0.700 1.000 0.683 -0.404 -0.014 0.051 -0.693 -0.099 0.704 0.046 0.710 0.720 0.148 0.134 0.699 |\n", - "| Ctt | -0.005 0.715 -0.909 0.037 0.057 0.073 -0.127 0.872 0.660 0.833 0.683 1.000 -0.430 -0.014 0.059 -0.859 -0.107 0.838 0.060 0.857 0.869 0.188 0.175 0.876 |\n", - "| p4415_s | 0.085 -0.459 0.542 -0.023 -0.035 -0.047 0.238 -0.535 -0.414 -0.495 -0.404 -0.430 1.000 0.013 -0.039 0.485 0.027 -0.499 -0.033 -0.520 -0.520 -0.208 -0.204 -0.512 |\n", - "| rho_s | -0.001 -0.018 0.017 0.008 0.127 -0.008 -0.000 -0.019 0.009 -0.019 -0.014 -0.014 0.013 1.000 -0.273 0.023 0.012 -0.018 0.066 -0.016 -0.019 -0.046 0.002 -0.017 |\n", - "| omega_s | -0.008 0.054 -0.068 0.296 0.138 0.006 -0.016 0.064 0.055 0.064 0.051 0.059 -0.039 -0.273 1.000 -0.066 -0.013 0.065 -0.037 0.063 0.065 0.024 0.008 0.063 |\n", - "| Dbar_s | 0.037 -0.748 0.910 -0.039 -0.064 -0.074 0.138 -0.895 -0.776 -0.871 -0.693 -0.859 0.485 0.023 -0.066 1.000 0.078 -0.873 -0.054 -0.846 -0.890 -0.275 -0.260 -0.868 |\n", - "| DDstar_s | -0.047 -0.116 0.137 -0.007 -0.015 -0.011 -0.019 -0.140 -0.113 -0.121 -0.099 -0.107 0.027 0.012 -0.013 0.078 1.000 -0.116 -0.006 -0.115 -0.127 -0.139 -0.142 -0.135 |\n", - "| p4160_p | -0.165 0.790 -0.952 0.040 0.066 0.074 -0.198 0.930 0.765 0.896 0.704 0.838 -0.499 -0.018 0.065 -0.873 -0.116 1.000 0.059 0.911 0.916 0.207 0.191 0.891 |\n", - "| phi_p | -0.006 0.049 -0.063 -0.002 -0.106 0.457 -0.012 0.060 0.059 0.059 0.046 0.060 -0.033 0.066 -0.037 -0.054 -0.006 0.059 1.000 0.060 0.060 0.017 0.021 0.059 |\n", - "| p3770_p | -0.084 0.765 -0.951 0.039 0.061 0.075 -0.184 0.927 0.766 0.902 0.710 0.857 -0.520 -0.016 0.063 -0.846 -0.115 0.911 0.060 1.000 0.900 0.182 0.161 0.896 |\n", - "| p3770_s | -0.059 0.771 -0.965 0.041 0.069 0.072 -0.182 0.944 0.782 0.902 0.720 0.869 -0.520 -0.019 0.065 -0.890 -0.127 0.916 0.060 0.900 1.000 0.181 0.163 0.885 |\n", - "| bplus_0 | -0.095 0.166 -0.193 0.005 -0.044 0.055 -0.109 0.174 0.064 0.193 0.148 0.188 -0.208 -0.046 0.024 -0.275 -0.139 0.207 0.017 0.182 0.181 1.000 -0.303 0.174 |\n", - "| bplus_1 | -0.091 0.157 -0.175 0.002 -0.046 0.036 -0.102 0.159 0.053 0.177 0.134 0.175 -0.204 0.002 0.008 -0.260 -0.142 0.191 0.021 0.161 0.163 -0.303 1.000 0.156 |\n", - "| psi2s_p | -0.094 0.742 -0.941 0.039 0.065 0.072 -0.203 0.921 0.772 0.873 0.699 0.876 -0.512 -0.017 0.063 -0.868 -0.135 0.891 0.059 0.896 0.885 0.174 0.156 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.11641203140108142}), (, {'error': 0.1867534739508141}), (, {'error': 8.154598790509855}), (, {'error': 0.21212517264978148}), (, {'error': 0.17954171977681455}), (, {'error': 0.7723791916134317}), (, {'error': 0.11775513000676385}), (, {'error': 0.08059580243899189}), (, {'error': 0.06525101558640967}), (, {'error': 0.4218170289255463}), (, {'error': 0.5119110618731888}), (, {'error': 0.2124507664150883}), (, {'error': 0.15983342442004111}), (, {'error': 0.23281276666167516}), (, {'error': 0.7645056041894689}), (, {'error': 0.12446502426526682}), (, {'error': 0.04313255017984685}), (, {'error': 0.2412966570622026}), (, {'error': 0.13091795094201286}), (, {'error': 0.26128037761679135}), (, {'error': 0.6107248109592407}), (, {'error': 0.00415108993053348}), (, {'error': 0.008325883144913782}), (, {'error': 0.0691392870125247})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 36/50\n", - "Time taken: 2 h, 40 min\n", - "Projected time left: 1 h, 2 min\n", - "Toy 36: Generating data...\n", - "Directory data/zfit_toys/toy_36 Created \n", - "Toy 36: Data generation finished\n", - "Toy 36: Loading data...\n", - "Toy 36: Loading data finished\n", - "Toy 36: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.973E+05 | Ncalls=1472 (1472 total) |\n", - "| EDM = 1.12E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297336.6865071106\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.19 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | -2.37 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | 5.08 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | -0.16 | 0.35 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 17.5 | 2.9 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.39 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 4.646 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | -0.35 | 0.08 | | | -2 | 2 | |\n", - "| 9 | p4040_p | 4.06 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 1.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.64 | 0.22 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 1.54 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 4.9 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.300 | 0.020 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.0 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | 3.59 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.26 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | 0.442 | 0.018 | | | -2 | 2 | |\n", - "| 22| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 -0.185 -0.118 0.000 0.057 -0.026 0.150 -0.033 0.130 -0.237 -0.157 0.329 0.217 0.000 0.006 0.001 0.006 -0.550 -0.020 -0.160 0.075 0.020 -0.014 -0.050 |\n", - "| p4415_p | -0.185 1.000 -0.072 0.001 0.053 -0.032 -0.140 -0.035 0.175 0.175 -0.051 -0.020 -0.187 -0.009 0.009 0.018 0.036 0.291 -0.027 0.045 -0.014 0.024 -0.092 -0.110 |\n", - "| Dbar_p | -0.118 -0.072 1.000 -0.007 0.018 -0.005 -0.087 0.217 -0.091 -0.009 -0.106 -0.305 0.042 0.041 -0.015 0.018 0.003 0.041 -0.003 0.333 -0.016 0.020 0.186 -0.018 |\n", - "| omega_p | 0.000 0.001 -0.007 1.000 -0.083 0.084 -0.001 -0.026 0.018 -0.002 -0.015 0.001 -0.005 -0.170 0.508 0.000 0.000 -0.003 0.076 -0.010 -0.005 -0.061 0.044 -0.004 |\n", - "| rho_p | 0.057 0.053 0.018 -0.083 1.000 -0.049 0.068 -0.084 0.254 -0.002 -0.013 0.102 0.005 0.099 0.232 0.001 0.000 -0.009 -0.059 -0.016 0.019 -0.012 0.026 -0.003 |\n", - "| phi_s | -0.026 -0.032 -0.005 0.084 -0.049 1.000 -0.030 -0.050 -0.097 -0.014 0.007 -0.035 -0.001 0.065 -0.052 0.001 0.002 -0.012 0.968 -0.004 -0.023 -0.003 0.000 -0.015 |\n", - "| p4160_s | 0.150 -0.140 -0.087 -0.001 0.068 -0.030 1.000 -0.034 0.154 0.237 -0.108 0.276 0.343 0.006 0.005 0.003 0.007 -0.201 -0.023 -0.088 -0.002 0.033 -0.008 -0.077 |\n", - "| jpsi_p | -0.033 -0.035 0.217 -0.026 -0.084 -0.050 -0.034 1.000 0.131 -0.091 0.140 0.239 -0.006 0.032 -0.037 0.044 0.058 -0.044 -0.058 0.061 -0.043 -0.060 0.059 -0.028 |\n", - "| bplus_2 | 0.130 0.175 -0.091 0.018 0.254 -0.097 0.154 0.131 1.000 -0.095 -0.283 0.697 -0.110 -0.070 0.061 0.005 0.004 -0.083 -0.075 -0.113 -0.123 -0.083 -0.252 -0.008 |\n", - "| p4040_p | -0.237 0.175 -0.009 -0.002 -0.002 -0.014 0.237 -0.091 -0.095 1.000 0.130 -0.355 -0.051 0.002 -0.002 0.023 0.031 0.313 -0.014 0.188 -0.046 0.020 0.008 -0.212 |\n", - "| DDstar_p | -0.157 -0.051 -0.106 -0.015 -0.013 0.007 -0.108 0.140 -0.283 0.130 1.000 -0.111 -0.008 0.078 -0.033 0.003 0.034 0.190 0.005 0.259 0.144 0.001 0.398 -0.033 |\n", - "| Ctt | 0.329 -0.020 -0.305 0.001 0.102 -0.035 0.276 0.239 0.697 -0.355 -0.111 1.000 0.187 -0.011 0.011 0.006 -0.001 -0.408 -0.026 -0.221 -0.206 -0.015 -0.173 0.169 |\n", - "| p4415_s | 0.217 -0.187 0.042 -0.005 0.005 -0.001 0.343 -0.006 -0.110 -0.051 -0.008 0.187 1.000 0.025 -0.010 -0.001 -0.001 -0.120 -0.000 -0.063 0.015 0.012 0.141 0.032 |\n", - "| rho_s | 0.000 -0.009 0.041 -0.170 0.099 0.065 0.006 0.032 -0.070 0.002 0.078 -0.011 0.025 1.000 -0.482 0.000 0.001 0.004 0.086 0.038 0.017 0.302 -0.196 0.004 |\n", - "| omega_s | 0.006 0.009 -0.015 0.508 0.232 -0.052 0.005 -0.037 0.061 -0.002 -0.033 0.011 -0.010 -0.482 1.000 -0.000 -0.000 -0.003 -0.073 -0.020 -0.006 -0.139 0.100 -0.003 |\n", - "| Dbar_s | 0.001 0.018 0.018 0.000 0.001 0.001 0.003 0.044 0.005 0.023 0.003 0.006 -0.001 0.000 -0.000 1.000 -0.001 0.028 0.001 0.031 0.026 0.001 -0.001 0.025 |\n", - "| DDstar_s | 0.006 0.036 0.003 0.000 0.000 0.002 0.007 0.058 0.004 0.031 0.034 -0.001 -0.001 0.001 -0.000 -0.001 1.000 0.046 0.002 0.026 0.026 0.001 0.001 0.026 |\n", - "| p4160_p | -0.550 0.291 0.041 -0.003 -0.009 -0.012 -0.201 -0.044 -0.083 0.313 0.190 -0.408 -0.120 0.004 -0.003 0.028 0.046 1.000 -0.013 0.220 0.007 0.019 -0.000 -0.145 |\n", - "| phi_p | -0.020 -0.027 -0.003 0.076 -0.059 0.968 -0.023 -0.058 -0.075 -0.014 0.005 -0.026 -0.000 0.086 -0.073 0.001 0.002 -0.013 1.000 -0.005 -0.019 0.009 -0.009 -0.016 |\n", - "| p3770_p | -0.160 0.045 0.333 -0.010 -0.016 -0.004 -0.088 0.061 -0.113 0.188 0.259 -0.221 -0.063 0.038 -0.020 0.031 0.026 0.220 -0.005 1.000 -0.243 0.030 0.130 0.031 |\n", - "| p3770_s | 0.075 -0.014 -0.016 -0.005 0.019 -0.023 -0.002 -0.043 -0.123 -0.046 0.144 -0.206 0.015 0.017 -0.006 0.026 0.026 0.007 -0.019 -0.243 1.000 0.045 0.072 -0.426 |\n", - "| bplus_0 | 0.020 0.024 0.020 -0.061 -0.012 -0.003 0.033 -0.060 -0.083 0.020 0.001 -0.015 0.012 0.302 -0.139 0.001 0.001 0.019 0.009 0.030 0.045 1.000 -0.822 -0.010 |\n", - "| bplus_1 | -0.014 -0.092 0.186 0.044 0.026 0.000 -0.008 0.059 -0.252 0.008 0.398 -0.173 0.141 -0.196 0.100 -0.001 0.001 -0.000 -0.009 0.130 0.072 -0.822 1.000 0.025 |\n", - "| psi2s_p | -0.050 -0.110 -0.018 -0.004 -0.003 -0.015 -0.077 -0.028 -0.008 -0.212 -0.033 0.169 0.032 0.004 -0.003 0.025 0.026 -0.145 -0.016 0.031 -0.426 -0.010 0.025 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.16676464089657084}), (, {'error': 0.13886154860592148}), (, {'error': 0.2924541465337658}), (, {'error': 0.34598147544694857}), (, {'error': 0.3169671986226952}), (, {'error': 2.860594583910851}), (, {'error': 0.1661375188212133}), (, {'error': 0.026499471202265035}), (, {'error': 0.08167335555107191}), (, {'error': 0.1620350873444245}), (, {'error': 0.3167058465036918}), (, {'error': 0.220790139377665}), (, {'error': 0.19165001333972553}), (, {'error': 0.333871835150295}), (, {'error': 1.090314981635499}), (, {'error': 0.01627500512172697}), (, {'error': 0.02045373727140709}), (, {'error': 0.09653843584394117}), (, {'error': 0.7372497225926429}), (, {'error': 0.09916300144516743}), (, {'error': 0.2278578176560746}), (, {'error': 0.018335865598279044}), (, {'error': 0.03758037807472481}), (, {'error': 0.03203142782763635})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 37/50\n", - "Time taken: 2 h, 49 min\n", - "Projected time left: 59 min, 22 s\n", - "Toy 37: Generating data...\n", - "Directory data/zfit_toys/toy_37 Created \n", - "Toy 37: Data generation finished\n", - "Toy 37: Loading data...\n", - "Toy 37: Loading data finished\n", - "Toy 37: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.97E+05 | Ncalls=1436 (1436 total) |\n", - "| EDM = 3.64E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297031.5503445292\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | p4040_s | 1.06 | 0.20 | | |0.00501244| 2.01499 | |\n", - "| 1 | p4415_p | 3.75 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 2 | Dbar_p | -6.3 | 0.9 | | |-6.28319 | 6.28319 | |\n", - "| 3 | omega_p | 6.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 4 | rho_p | -0.10 | 0.36 | | |-6.28319 | 6.28319 | |\n", - "| 5 | phi_s | 18.9 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 6 | p4160_s | 2.12 | 0.18 | | | 0.71676 | 3.68324 | |\n", - "| 7 | jpsi_p | 1.606 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 8 | bplus_2 | 0.26 | 0.12 | | | -2 | 2 | |\n", - "| 9 | p4040_p | -2.85 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 10| DDstar_p | 0.9 | 1.0 | | |-6.28319 | 6.28319 | |\n", - "| 11| Ctt | -0.28 | 0.19 | | | -1.5 | 1.5 | |\n", - "| 12| p4415_s | 0.89 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 13| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 14| omega_s | 5.1 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 15| Dbar_s | -0.30 | 0.37 | | | -0.3 | 0.3 | |\n", - "| 16| DDstar_s | -0.30 | 0.32 | | | -0.3 | 0.3 | |\n", - "| 17| p4160_p | 3.99 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 18| phi_p | -6.28 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 19| p3770_p | -3.00 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 20| p3770_s | 3.12 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 21| bplus_0 | -0.437 | 0.023 | | | -2 | 2 | |\n", - "| 22| bplus_1 | 0.87 | 0.06 | | | -2 | 2 | |\n", - "| 23| psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | p4040_s p4415_p Dbar_p omega_p rho_p phi_s p4160_s jpsi_p bplus_2 p4040_p DDstar_p Ctt p4415_s rho_s omega_s Dbar_s DDstar_s p4160_p phi_p p3770_p p3770_s bplus_0 bplus_1 psi2s_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| p4040_s | 1.000 0.006 0.004 -0.006 0.142 0.046 0.196 -0.098 -0.431 -0.307 -0.536 0.433 0.248 -0.196 0.121 0.173 -0.520 -0.630 0.004 -0.469 -0.133 0.298 0.393 0.106 |\n", - "| p4415_p | 0.006 1.000 -0.075 -0.004 0.114 0.019 0.016 0.074 -0.338 0.076 -0.356 0.067 -0.092 -0.122 0.080 0.060 -0.226 0.101 0.003 -0.159 -0.093 0.195 0.274 0.026 |\n", - "| Dbar_p | 0.004 -0.075 1.000 0.001 -0.019 -0.014 -0.015 -0.219 0.041 -0.113 0.075 -0.048 0.007 0.042 -0.024 0.016 0.146 -0.075 -0.001 -0.074 -0.102 -0.053 -0.076 -0.138 |\n", - "| omega_p | -0.006 -0.004 0.001 1.000 -0.004 -0.007 -0.005 0.003 0.010 0.003 0.012 -0.004 -0.001 0.037 -0.104 -0.003 0.011 0.006 -0.002 0.009 0.005 -0.012 -0.006 -0.001 |\n", - "| rho_p | 0.142 0.114 -0.019 -0.004 1.000 0.106 0.134 -0.040 -0.346 -0.040 -0.217 0.170 0.028 0.011 0.407 0.073 -0.214 -0.122 0.056 -0.171 -0.073 0.233 0.093 0.031 |\n", - "| phi_s | 0.046 0.019 -0.014 -0.007 0.106 1.000 0.018 -0.036 -0.031 -0.043 -0.123 -0.013 0.013 -0.072 0.082 0.029 -0.114 -0.064 0.465 -0.094 -0.067 0.144 0.043 0.006 |\n", - "| p4160_s | 0.196 0.016 -0.015 -0.005 0.134 0.018 1.000 -0.083 -0.362 0.171 -0.412 0.326 0.373 -0.135 0.091 0.106 -0.376 -0.323 0.004 -0.314 -0.142 0.213 0.294 0.017 |\n", - "| jpsi_p | -0.098 0.074 -0.219 0.003 -0.040 -0.036 -0.083 1.000 0.219 0.227 0.026 -0.337 -0.084 0.060 -0.043 -0.028 0.264 0.312 -0.008 0.186 0.248 -0.131 -0.085 0.134 |\n", - "| bplus_2 | -0.431 -0.338 0.041 0.010 -0.346 -0.031 -0.362 0.219 1.000 0.203 0.755 -0.633 -0.058 0.288 -0.208 -0.241 0.741 0.428 -0.011 0.574 0.349 -0.544 -0.630 -0.109 |\n", - "| p4040_p | -0.307 0.076 -0.113 0.003 -0.040 -0.043 0.171 0.227 0.203 1.000 0.204 -0.273 -0.029 0.109 -0.061 -0.149 0.352 0.331 -0.000 0.343 0.140 -0.167 -0.192 -0.118 |\n", - "| DDstar_p | -0.536 -0.356 0.075 0.012 -0.217 -0.123 -0.412 0.026 0.755 0.204 1.000 -0.298 -0.172 0.409 -0.237 -0.354 0.873 0.493 -0.003 0.733 0.382 -0.613 -0.754 -0.159 |\n", - "| Ctt | 0.433 0.067 -0.048 -0.004 0.170 -0.013 0.326 -0.337 -0.633 -0.273 -0.298 1.000 0.254 -0.096 0.077 -0.046 -0.343 -0.440 0.006 -0.280 -0.221 0.214 0.281 0.265 |\n", - "| p4415_s | 0.248 -0.092 0.007 -0.001 0.028 0.013 0.373 -0.084 -0.058 -0.029 -0.172 0.254 1.000 -0.048 0.028 0.083 -0.193 -0.197 0.001 -0.188 -0.060 0.064 0.081 0.056 |\n", - "| rho_s | -0.196 -0.122 0.042 0.037 0.011 -0.072 -0.135 0.060 0.288 0.109 0.409 -0.096 -0.048 1.000 -0.443 -0.113 0.389 0.214 0.021 0.308 0.181 -0.423 -0.205 -0.041 |\n", - "| omega_s | 0.121 0.080 -0.024 -0.104 0.407 0.082 0.091 -0.043 -0.208 -0.061 -0.237 0.077 0.028 -0.443 1.000 0.068 -0.227 -0.127 -0.003 -0.182 -0.102 0.250 0.109 0.024 |\n", - "| Dbar_s | 0.173 0.060 0.016 -0.003 0.073 0.029 0.106 -0.028 -0.241 -0.149 -0.354 -0.046 0.083 -0.113 0.068 1.000 -0.317 -0.209 0.001 -0.197 -0.196 0.174 0.219 -0.008 |\n", - "| DDstar_s | -0.520 -0.226 0.146 0.011 -0.214 -0.114 -0.376 0.264 0.741 0.352 0.873 -0.343 -0.193 0.389 -0.227 -0.317 1.000 0.651 -0.002 0.778 0.463 -0.585 -0.722 -0.051 |\n", - "| p4160_p | -0.630 0.101 -0.075 0.006 -0.122 -0.064 -0.323 0.312 0.428 0.331 0.493 -0.440 -0.197 0.214 -0.127 -0.209 0.651 1.000 -0.003 0.573 0.290 -0.322 -0.408 -0.067 |\n", - "| phi_p | 0.004 0.003 -0.001 -0.002 0.056 0.465 0.004 -0.008 -0.011 -0.000 -0.003 0.006 0.001 0.021 -0.003 0.001 -0.002 -0.003 1.000 -0.004 -0.001 -0.000 0.002 -0.000 |\n", - "| p3770_p | -0.469 -0.159 -0.074 0.009 -0.171 -0.094 -0.314 0.186 0.574 0.343 0.733 -0.280 -0.188 0.308 -0.182 -0.197 0.778 0.573 -0.004 1.000 0.209 -0.451 -0.601 -0.014 |\n", - "| p3770_s | -0.133 -0.093 -0.102 0.005 -0.073 -0.067 -0.142 0.248 0.349 0.140 0.382 -0.221 -0.060 0.181 -0.102 -0.196 0.463 0.290 -0.001 0.209 1.000 -0.273 -0.341 -0.273 |\n", - "| bplus_0 | 0.298 0.195 -0.053 -0.012 0.233 0.144 0.213 -0.131 -0.544 -0.167 -0.613 0.214 0.064 -0.423 0.250 0.174 -0.585 -0.322 -0.000 -0.451 -0.273 1.000 0.009 0.067 |\n", - "| bplus_1 | 0.393 0.274 -0.076 -0.006 0.093 0.043 0.294 -0.085 -0.630 -0.192 -0.754 0.281 0.081 -0.205 0.109 0.219 -0.722 -0.408 0.002 -0.601 -0.341 0.009 1.000 0.087 |\n", - "| psi2s_p | 0.106 0.026 -0.138 -0.001 0.031 0.006 0.017 0.134 -0.109 -0.118 -0.159 0.265 0.056 -0.041 0.024 -0.008 -0.051 -0.067 -0.000 -0.014 -0.273 0.067 0.087 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.20161665271742785}), (, {'error': 0.24345049017284293}), (, {'error': 0.9368693195945714}), (, {'error': 0.10303897898701742}), (, {'error': 0.3622381631742182}), (, {'error': 0.9701687951765425}), (, {'error': 0.17973966153091714}), (, {'error': 0.02801754047287508}), (, {'error': 0.12013943992943688}), (, {'error': 0.18182201956171018}), (, {'error': 1.0141480225720554}), (, {'error': 0.18520055758929255}), (, {'error': 0.1940353755704624}), (, {'error': 0.3848204229303964}), (, {'error': 1.060365696817707}), (, {'error': 0.37082138951432486}), (, {'error': 0.32233655268044104}), (, {'error': 0.1362268321281226}), (, {'error': 0.3132867721760504}), (, {'error': 0.15309470275296833}), (, {'error': 0.25224661002858983}), (, {'error': 0.02270106399199201}), (, {'error': 0.055068597998329194}), (, {'error': 0.0332259892211173})])\n" - ] - }, - { - "ename": "KeyboardInterrupt", - "evalue": "", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mKeyboardInterrupt\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 185\u001b[0m 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\u001b[0mplt\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mplot\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mtest_q\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mcalcs_test\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mlabel\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'pdf'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\util\\execution.py\u001b[0m in \u001b[0;36m__call__\u001b[1;34m(self, *args, **kwargs)\u001b[0m\n\u001b[0;32m 79\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 80\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m__call__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m---> 81\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msess\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mrun\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;33m**\u001b[0m\u001b[0mkwargs\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 82\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 83\u001b[0m \u001b[1;31m# def close(self):\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\u001b[0m in \u001b[0;36mrun\u001b[1;34m(self, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[0;32m 927\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 928\u001b[0m result = self._run(None, fetches, feed_dict, options_ptr,\n\u001b[1;32m--> 929\u001b[1;33m run_metadata_ptr)\n\u001b[0m\u001b[0;32m 930\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mrun_metadata\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 931\u001b[0m \u001b[0mproto_data\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mtf_session\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mTF_GetBuffer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mrun_metadata_ptr\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\u001b[0m in \u001b[0;36m_run\u001b[1;34m(self, handle, fetches, feed_dict, options, run_metadata)\u001b[0m\n\u001b[0;32m 1150\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mfinal_fetches\u001b[0m \u001b[1;32mor\u001b[0m \u001b[0mfinal_targets\u001b[0m \u001b[1;32mor\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mhandle\u001b[0m \u001b[1;32mand\u001b[0m \u001b[0mfeed_dict_tensor\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1151\u001b[0m results = self._do_run(handle, final_targets, final_fetches,\n\u001b[1;32m-> 1152\u001b[1;33m feed_dict_tensor, options, run_metadata)\n\u001b[0m\u001b[0;32m 1153\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1154\u001b[0m \u001b[0mresults\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\u001b[0m in \u001b[0;36m_do_run\u001b[1;34m(self, handle, target_list, fetch_list, feed_dict, options, run_metadata)\u001b[0m\n\u001b[0;32m 1326\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mhandle\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1327\u001b[0m return self._do_call(_run_fn, feeds, fetches, targets, options,\n\u001b[1;32m-> 1328\u001b[1;33m run_metadata)\n\u001b[0m\u001b[0;32m 1329\u001b[0m \u001b[1;32melse\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1330\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_do_call\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0m_prun_fn\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mhandle\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfeeds\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mfetches\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\framework\\errors_impl.py\u001b[0m in \u001b[0;36m__init__\u001b[1;34m(self, node_def, op, message)\u001b[0m\n\u001b[0;32m 428\u001b[0m \"\"\"\n\u001b[0;32m 429\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 430\u001b[1;33m \u001b[1;32mdef\u001b[0m \u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mnode_def\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mop\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmessage\u001b[0m\u001b[1;33m)\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 431\u001b[0m \u001b[1;34m\"\"\"Creates an `InternalError`.\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 432\u001b[0m \u001b[0msuper\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mInternalError\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m__init__\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnode_def\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mop\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmessage\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mINTERNAL\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mKeyboardInterrupt\u001b[0m: " + "Toy 15/15\n", + "Time taken: 33 min, 14 s\n", + "Projected time left: \n" ] }, { "data": { - "image/png": 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\n", + "image/png": 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\n", 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" ] @@ -4816,14 +2862,14 @@ "Ctt_list = []\n", "Ctt_error_list = []\n", "\n", - "nr_of_toys = 50\n", + "nr_of_toys = 15\n", "if fitting_range == 'cut':\n", " nevents = int(pdg[\"number_of_decays\"]*cut_BR)\n", "else:\n", " nevents = int(pdg[\"number_of_decays\"])\n", "# nevents = pdg[\"number_of_decays\"]\n", "event_stack = 1000000\n", - "nevents *= 41\n", + "# nevents *= 41\n", "# zfit.settings.set_verbosity(10)\n", "calls = int(nevents/event_stack + 1)\n", "\n", @@ -4996,8 +3042,12 @@ " calcs_test = zfit.run(probs)\n", " plt.clf()\n", " plt.plot(test_q, calcs_test, label = 'pdf')\n", + " plt.axvline(x=jpsi_mass-60.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=jpsi_mass+70.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=psi2s_mass-50.,color='red', linewidth=0.7, linestyle = 'dotted')\n", + " plt.axvline(x=psi2s_mass+50.,color='red', linewidth=0.7, linestyle = 'dotted')\n", " plt.legend()\n", - "# plt.ylim(0.0, 1.5e-6)\n", + " plt.ylim(0.0, 1.5e-6)\n", " plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy))\n", " \n", " print(\"Toy {0}/{1}\".format(toy+1, nr_of_toys))\n", @@ -5027,10 +3077,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "29/50 fits converged\n", - "Mean Ctt value = -0.5693435163740882\n", - "Mean Ctt error = 0.1928389410389605\n", - "95 Sensitivy = 0.00031236960032063256\n" + "11/15 fits converged\n", + "Mean Ctt value = 0.23121554511336265\n", + "Mean Ctt error = 0.16933628195612527\n", + "95 Sensitivy = 0.00048173624329696924\n" ] } ], @@ -5038,7 +3088,7 @@ "print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys))\n", "print('Mean Ctt value = {}'.format(np.mean(Ctt_list)))\n", "print('Mean Ctt error = {}'.format(np.mean(Ctt_error_list)))\n", - "print('95 Sensitivy = {}'.format((2*np.mean(Ctt_error_list)**2)*4.2/1000))" + "print('95 Sensitivy = {}'.format(((2*np.mean(Ctt_error_list))**2)*4.2/1000))" ] }, { @@ -5048,7 +3098,7 @@ "outputs": [ { "data": { - "image/png": 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+ "image/png": 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9NbUv74fF/vmqpJttO7U/FhFvRMQPJc2q87pqFNtbJN0p6e/SstXSvihK1eHe6zQFmyuqZdw2RsR5qRN4kq5L7Sv1SXZ9lf6d/oA6e62t6480DHFS0rw6b04vS/pJRLyZVunepre3N13/uqR3K4N+SP5a0p9I+nlafrfa2xeFqDrc+56moIVW6pOs+sr2NZK+JulTEfHTK63aoy2L/oiItyLiBnW+wX2jpPf2Wi1Ns+0H278taT4iTnQ391g1+74oUtXh3ubTFFxIwwtK0/nUvlKfZNNXtq9SJ9i/HBFfT82t7Y+I+Imkf1FnzH2d7cUvF3Zv09vbm67/ZXWG+nLoh5sk/Y7tV9UZmv2wOnvybeyLwlQd7m0+TcERSYtHeOyT9ERX+z3pKJFdkl5PwxTfknSr7fXpSJJbU1ujpLHRhySdiYjPd13Vqv6wPWF7XZr/RUm/pc7nD09J+khabXk/LPbPRyR9OzqfIh6RtDcdQbJN0nZJz41nK4oREfdFxJaImFQnA74dEb+vFvZFoar+RFedoyF+oM5442eqrqekbXxU0nlJ/6fO3sW96owRHpd0Nk03pHWtzg+dvCzpBUlTXffzh+p8SDQr6aNVb9eQffEb6vyrfErSyXS5o239IenXJH0/9cNpSX+W2q9XJ5BmJf2DpKtT+zvT8my6/vqu+/pM6p+XJO2uettG7Jff1NLRMq3ui1EvnH4AADJU9bAMAKAEhDsAZIhwB4AMEe4AkCHCHQAyRLgDQIYIdwDI0P8DpOv046LwAdMAAAAASUVORK5CYII=\n", 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" ] @@ -5087,34 +3137,6 @@ "source": [ "# sample from original values" ] - }, - { - "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": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/test.png b/test.png index 9e4895d..8552b57 100644 --- a/test.png +++ b/test.png Binary files differ