{
"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",
"import random\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), lower_limit = -2.0, upper_limit= 2.0)\n",
"bplus_1 = zfit.Parameter(\"bplus_1\", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0)\n",
"bplus_2 = zfit.Parameter(\"bplus_2\", ztf.constant(-0.213), 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=-2.5, upper_limit=2.5)"
]
},
{
"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": [],
"source": [
"# total_f_fit.normalization(obs_fit)"
]
},
{
"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",
"\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",
"\n",
"Ctt.set_value(0.5)\n",
"\n",
"calcs_test1 = zfit.run(probs)\n",
"\n",
"# Ctt.set_value(4.9)\n",
"\n",
"# calcs_test2 = 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:14: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n",
" \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": [
"<Figure size 432x288 with 1 Axes>"
]
},
"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 (Ctt = 0.0)')\n",
"plt.plot(test_q, calcs_test1, label = 'pdf (Ctt = 0.5)')\n",
"# plt.plot(test_q, calcs_test2, label = 'pdf (Ctt = 4.9)')\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": [
"param_values_dic = {\n",
" 'jpsi_m': jpsi_mass,\n",
" 'jpsi_s': jpsi_scale,\n",
" 'jpsi_p': jpsi_phase,\n",
" 'jpsi_w': jpsi_width,\n",
" 'psi2s_m': psi2s_mass,\n",
" 'psi2s_s': psi2s_scale,\n",
" 'psi2s_p': psi2s_phase,\n",
" 'psi2s_w': psi2s_width,\n",
" 'p3770_m': p3770_mass,\n",
" 'p3770_s': p3770_scale,\n",
" 'p3770_p': p3770_phase,\n",
" 'p3770_w': p3770_width,\n",
" 'p4040_m': p4040_mass,\n",
" 'p4040_s': p4040_scale,\n",
" 'p4040_p': p4040_phase,\n",
" 'p4040_w': p4040_width,\n",
" 'p4160_m': p4160_mass,\n",
" 'p4160_s': p4160_scale,\n",
" 'p4160_p': p4160_phase,\n",
" 'p4160_w': p4160_width,\n",
" 'p4415_m': p4415_mass,\n",
" 'p4415_s': p4415_scale,\n",
" 'p4415_p': p4415_phase,\n",
" 'p4415_w': p4415_width,\n",
" 'rho_m': rho_mass,\n",
" 'rho_s': rho_scale,\n",
" 'rho_p': rho_phase,\n",
" 'rho_w': rho_width,\n",
" 'omega_m': omega_mass,\n",
" 'omega_s': omega_scale,\n",
" 'omega_p': omega_phase,\n",
" 'omega_w': omega_width,\n",
" 'phi_m': phi_mass,\n",
" 'phi_s': phi_scale,\n",
" 'phi_p': phi_phase,\n",
" 'phi_w': phi_width,\n",
" 'Dstar_m': Dstar_mass,\n",
" 'DDstar_s': 0.0,\n",
" 'DDstar_p': 0.0,\n",
" 'D_m': D_mass,\n",
" 'Dbar_m': Dbar_mass,\n",
" 'Dbar_s': 0.0,\n",
" 'Dbar_p': 0.0,\n",
" 'tau_m': pdg['tau_M'],\n",
" 'Ctt': 0.0,\n",
" 'b0_0': 0.292,\n",
" 'b0_1': 0.281,\n",
" 'b0_2': 0.150,\n",
" 'bplus_0': 0.466,\n",
" 'bplus_1': -0.885,\n",
" 'bplus_2': -0.213,\n",
" 'bT_0': 0.460,\n",
" 'bT_1': -1.089,\n",
" 'bT_2': -1.114}\n",
"\n",
"\n",
"def reset_param_values(variation = 0.05):\n",
" for param in total_f_fit.get_dependents():\n",
" if param.floating:\n",
" param.set_value(param_values_dic[param.name] + random.uniform(-1, 1) * param_values_dic[param.name]* variation)\n",
"# print(param.name)\n",
"# for param in totalf.get_dependents():\n",
"# param.set_value()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Analysis"
]
},
{
"cell_type": "code",
"execution_count": 39,
"metadata": {
"scrolled": false
},
"outputs": [],
"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 = 1\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": [],
"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": [],
"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": [
"# Ctt.floating = False"
]
},
{
"cell_type": "code",
"execution_count": 44,
"metadata": {},
"outputs": [],
"source": [
"# zfit.run(nll.value())"
]
},
{
"cell_type": "code",
"execution_count": 45,
"metadata": {},
"outputs": [],
"source": [
"# result.fmin"
]
},
{
"cell_type": "code",
"execution_count": 46,
"metadata": {},
"outputs": [],
"source": [
"# BR_steps = np.linspace(0.0, 1e-3, 11)\n",
"pull_dic = {}\n",
"\n",
"for param in total_f_fit.get_dependents():\n",
" if param.floating:\n",
" pull_dic[param.name] = []\n",
"\n",
"def save_pulls():\n",
" for param in total_f_fit.get_dependents():\n",
" if param.floating:\n",
" pull_dic[param.name].append((params[param]['value'] - param_values_dic[param.name])/params[param]['minuit_hesse']['error'])\n",
"# pull_dic[param.name][-1].append(params[param.name]['value'])\n",
"# print('worked')\n",
"\n",
"\n",
"# save_pulls(New_step=True)\n",
"# params[Ctt]['value']"
]
},
{
"cell_type": "code",
"execution_count": 47,
"metadata": {},
"outputs": [],
"source": [
"# for param in total_f_fit.get_dependents():\n",
"# if param.floating:\n",
"# print(param.name)\n",
"\n",
"# print(params[Ctt])"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# CLS Code"
]
},
{
"cell_type": "code",
"execution_count": 48,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[0. 0.48795004 0.69006556 0.84515425 0.97590007 1.09108945\n",
" 1.19522861 1.29099445 1.38013112 1.46385011 1.5430335 ]\n",
"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",
"Step: 0/11\n",
"Current Ctt: 0.0\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n",
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1150 (1150 total) |\n",
"| EDM = 4.38E-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: 297273.8709291381\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.57 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.50 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.7 | 1.6 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.43 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.28 | 0.21 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.7 | 0.3 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.79 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.75 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.69 | 0.23 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -0.028 | 1.272 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.32 | 0.16 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.18 | 0.35 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.494 | 0.012 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.879 | 0.022 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.53 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -1.95 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.42 | 0.07 | | | -2 | 2 | |\n",
"| 20| phi_s | 21.2 | 0.9 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.72 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.5 | 1.5 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.26 | 0.29 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.482 -0.439 -0.115 0.302 0.020 0.188 0.385 -0.007 -0.299 0.533 -0.370 0.387 0.229 -0.533 -0.078 -0.158 -0.004 0.419 0.006 -0.032 0.036 0.029 -0.063 |\n",
"| jpsi_p | 0.482 1.000 -0.766 -0.173 0.309 0.013 0.380 0.563 0.017 -0.246 0.754 -0.525 0.684 -0.092 -0.737 -0.088 -0.144 -0.067 0.598 -0.010 -0.004 -0.013 0.016 -0.035 |\n",
"| Dbar_p | -0.439 -0.766 1.000 0.234 -0.140 -0.026 -0.367 -0.577 0.003 0.283 -0.859 0.865 -0.720 0.137 0.906 0.058 0.140 0.022 -0.470 0.030 0.035 -0.049 -0.036 0.072 |\n",
"| DDstar_s | -0.115 -0.173 0.234 1.000 0.019 -0.004 -0.180 -0.177 -0.000 0.119 -0.243 0.287 -0.184 0.063 0.297 -0.023 -0.026 0.019 -0.111 0.053 0.006 -0.012 -0.004 0.005 |\n",
"| p4415_p | 0.302 0.309 -0.140 0.019 1.000 0.010 0.118 0.209 -0.009 -0.221 0.257 -0.011 0.207 -0.045 -0.194 -0.010 -0.056 -0.176 0.468 0.116 -0.033 0.054 0.014 -0.036 |\n",
"| omega_p | 0.020 0.013 -0.026 -0.004 0.010 1.000 0.018 0.022 -0.053 -0.010 0.025 -0.027 0.023 -0.002 -0.032 -0.025 0.007 -0.008 0.019 0.021 0.001 -0.007 0.749 0.065 |\n",
"| Ctt | 0.188 0.380 -0.367 -0.180 0.118 0.018 1.000 0.274 -0.011 0.140 0.279 -0.482 0.458 0.180 -0.520 -0.162 -0.294 0.102 0.028 0.513 -0.033 0.056 0.031 -0.081 |\n",
"| p3770_s | 0.385 0.563 -0.577 -0.177 0.209 0.022 0.274 1.000 -0.005 -0.112 0.494 -0.525 0.417 -0.043 -0.661 -0.076 -0.162 -0.035 0.410 -0.054 -0.031 0.032 0.032 -0.067 |\n",
"| phi_p | -0.007 0.017 0.003 -0.000 -0.009 -0.053 -0.011 -0.005 1.000 -0.006 0.003 0.006 0.002 -0.016 0.000 -0.004 -0.018 0.004 0.002 -0.076 0.521 -0.232 -0.122 0.150 |\n",
"| p4040_s | -0.299 -0.246 0.283 0.119 -0.221 -0.010 0.140 -0.112 -0.006 1.000 -0.318 0.253 -0.211 -0.039 0.290 0.091 0.137 0.180 -0.495 0.055 -0.004 0.022 -0.016 0.029 |\n",
"| p3770_p | 0.533 0.754 -0.859 -0.243 0.257 0.025 0.279 0.494 0.003 -0.318 1.000 -0.706 0.690 -0.116 -0.836 -0.074 -0.165 -0.084 0.594 -0.066 -0.026 0.027 0.034 -0.068 |\n",
"| DDstar_p | -0.370 -0.525 0.865 0.287 -0.011 -0.027 -0.482 -0.525 0.006 0.253 -0.706 1.000 -0.625 0.120 0.922 0.166 0.283 0.037 -0.274 0.010 0.025 -0.013 -0.043 0.087 |\n",
"| psi2s_p | 0.387 0.684 -0.720 -0.184 0.207 0.023 0.458 0.417 0.002 -0.211 0.690 -0.625 1.000 -0.120 -0.782 -0.101 -0.178 -0.038 0.472 -0.057 -0.022 0.018 0.033 -0.065 |\n",
"| p4160_s | 0.229 -0.092 0.137 0.063 -0.045 -0.002 0.180 -0.043 -0.016 -0.039 -0.116 0.120 -0.120 1.000 0.102 0.070 0.066 0.321 -0.136 0.130 -0.029 0.057 -0.003 -0.004 |\n",
"| Dbar_s | -0.533 -0.737 0.906 0.297 -0.194 -0.032 -0.520 -0.661 0.000 0.290 -0.836 0.922 -0.782 0.102 1.000 0.168 0.294 0.066 -0.505 0.027 0.026 -0.016 -0.048 0.094 |\n",
"| bplus_0 | -0.078 -0.088 0.058 -0.023 -0.010 -0.025 -0.162 -0.076 -0.004 0.091 -0.074 0.166 -0.101 0.070 0.168 1.000 -0.548 0.116 -0.072 -0.165 -0.024 0.077 -0.056 0.135 |\n",
"| bplus_1 | -0.158 -0.144 0.140 -0.026 -0.056 0.007 -0.294 -0.162 -0.018 0.137 -0.165 0.283 -0.178 0.066 0.294 -0.548 1.000 0.175 -0.146 -0.161 -0.008 0.028 0.017 -0.035 |\n",
"| p4415_s | -0.004 -0.067 0.022 0.019 -0.176 -0.008 0.102 -0.035 0.004 0.180 -0.084 0.037 -0.038 0.321 0.066 0.116 0.175 1.000 -0.130 -0.141 0.006 0.000 -0.014 0.034 |\n",
"| p4160_p | 0.419 0.598 -0.470 -0.111 0.468 0.019 0.028 0.410 0.002 -0.495 0.594 -0.274 0.472 -0.136 -0.505 -0.072 -0.146 -0.130 1.000 -0.018 -0.023 0.023 0.026 -0.054 |\n",
"| bplus_2 | 0.006 -0.010 0.030 0.053 0.116 0.021 0.513 -0.054 -0.076 0.055 -0.066 0.010 -0.057 0.130 0.027 -0.165 -0.161 -0.141 -0.018 1.000 -0.130 0.243 0.038 -0.123 |\n",
"| phi_s | -0.032 -0.004 0.035 0.006 -0.033 0.001 -0.033 -0.031 0.521 -0.004 -0.026 0.025 -0.022 -0.029 0.026 -0.024 -0.008 0.006 -0.023 -0.130 1.000 -0.155 -0.020 0.032 |\n",
"| rho_p | 0.036 -0.013 -0.049 -0.012 0.054 -0.007 0.056 0.032 -0.232 0.022 0.027 -0.013 0.018 0.057 -0.016 0.077 0.028 0.000 0.023 0.243 -0.155 1.000 0.033 0.070 |\n",
"| omega_s | 0.029 0.016 -0.036 -0.004 0.014 0.749 0.031 0.032 -0.122 -0.016 0.034 -0.043 0.033 -0.003 -0.048 -0.056 0.017 -0.014 0.026 0.038 -0.020 0.033 1.000 -0.293 |\n",
"| rho_s | -0.063 -0.035 0.072 0.005 -0.036 0.065 -0.081 -0.067 0.150 0.029 -0.068 0.087 -0.065 -0.004 0.094 0.135 -0.035 0.034 -0.054 -0.123 0.032 0.070 -0.293 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.28352621263856337}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.05038662024300322}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.5732511685984045}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.3736854789441693}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.15151420098909463}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3440702605356085}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.21319093763028918}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.32186116177258484}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.16187996423558548}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17892619329661458}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.2297087561374258}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.2724933066778785}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.053536825452390246}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16472855866030867}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.34557382690153804}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011799429497272973}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.022403797785435886}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18959662604954086}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.1283678549426388}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07456839710503183}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.917590289385739}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.30382146980058256}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.4942980730275521}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.2874728346943007})])\n",
"Step: 0/11\n",
"Current Ctt: 0.0\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1071 (1071 total) |\n",
"| EDM = 0.000544 (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: 297274.34471378947\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.6 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.49 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 1.4 | 3.5 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.43 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.68 | 0.29 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.79 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.70 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.63 | 0.22 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.27 | 0.16 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.10 | 0.48 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.490 | 0.016 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.85 | 0.03 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.54 | 0.23 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -1.91 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.48 | 0.10 | | | -2 | 2 | |\n",
"| 19| phi_s | 21.2 | 0.9 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.7 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 6.5 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.27 | 0.28 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 -0.520 0.667 -0.410 0.329 0.021 0.417 0.013 -0.402 -0.492 0.064 -0.159 0.293 -0.645 -0.542 -0.592 -0.373 0.327 -0.474 0.094 -0.272 0.059 -0.093 |\n",
"| jpsi_p | -0.520 1.000 -0.888 0.589 -0.052 -0.024 -0.430 -0.016 0.440 0.829 0.491 0.369 0.009 0.893 0.677 0.722 0.537 -0.103 0.738 -0.142 0.375 -0.074 0.100 |\n",
"| Dbar_p | 0.667 -0.888 1.000 -0.658 0.198 0.024 0.574 0.029 -0.511 -0.831 -0.325 -0.255 -0.008 -0.938 -0.780 -0.829 -0.622 0.319 -0.826 0.171 -0.447 0.076 -0.101 |\n",
"| DDstar_s | -0.410 0.589 -0.658 1.000 -0.076 -0.010 -0.365 -0.021 0.381 0.527 0.241 0.228 0.051 0.638 0.444 0.457 0.414 -0.210 0.578 -0.113 0.283 -0.039 0.041 |\n",
"| p4415_p | 0.329 -0.052 0.198 -0.076 1.000 0.013 0.225 -0.002 -0.214 -0.086 0.386 0.092 0.022 -0.211 -0.190 -0.226 -0.249 0.501 -0.067 0.008 -0.055 0.028 -0.057 |\n",
"| omega_p | 0.021 -0.024 0.024 -0.010 0.013 1.000 0.018 -0.044 -0.012 -0.020 0.006 -0.003 0.003 -0.024 -0.029 -0.014 -0.019 0.016 -0.005 0.008 -0.021 0.725 0.081 |\n",
"| p3770_s | 0.417 -0.430 0.574 -0.365 0.225 0.018 1.000 0.011 -0.164 -0.545 0.027 -0.263 0.063 -0.531 -0.441 -0.482 -0.332 0.260 -0.435 0.077 -0.228 0.048 -0.077 |\n",
"| phi_p | 0.013 -0.016 0.029 -0.021 -0.002 -0.044 0.011 1.000 -0.016 -0.023 0.000 -0.005 -0.011 -0.029 -0.029 -0.037 -0.014 0.007 -0.069 0.505 -0.210 -0.110 0.142 |\n",
"| p4040_s | -0.402 0.440 -0.511 0.381 -0.214 -0.012 -0.164 -0.016 1.000 0.400 0.221 0.155 -0.165 0.468 0.428 0.463 0.380 -0.395 0.310 -0.089 0.228 -0.040 0.059 |\n",
"| p3770_p | -0.492 0.829 -0.831 0.527 -0.086 -0.020 -0.545 -0.023 0.400 1.000 0.313 0.297 0.018 0.873 0.675 0.709 0.514 -0.134 0.728 -0.151 0.389 -0.065 0.083 |\n",
"| DDstar_p | 0.064 0.491 -0.325 0.241 0.386 0.006 0.027 0.000 0.221 0.313 1.000 0.451 0.155 0.187 0.139 0.120 0.150 0.367 0.300 -0.052 0.124 -0.003 -0.013 |\n",
"| psi2s_p | -0.159 0.369 -0.255 0.228 0.092 -0.003 -0.263 -0.005 0.155 0.297 0.451 1.000 -0.050 0.289 0.194 0.208 0.161 0.124 0.158 -0.050 0.117 -0.016 0.019 |\n",
"| p4160_s | 0.293 0.009 -0.008 0.051 0.022 0.003 0.063 -0.011 -0.165 0.018 0.155 -0.050 1.000 -0.019 0.037 0.029 0.213 0.022 -0.011 -0.025 0.038 0.003 -0.012 |\n",
"| Dbar_s | -0.645 0.893 -0.938 0.638 -0.211 -0.024 -0.531 -0.029 0.468 0.873 0.187 0.289 -0.019 1.000 0.782 0.833 0.608 -0.289 0.788 -0.170 0.443 -0.075 0.102 |\n",
"| bplus_0 | -0.542 0.677 -0.780 0.444 -0.190 -0.029 -0.441 -0.029 0.428 0.675 0.139 0.194 0.037 0.782 1.000 0.456 0.548 -0.309 0.566 -0.153 0.397 -0.085 0.145 |\n",
"| bplus_1 | -0.592 0.722 -0.829 0.457 -0.226 -0.014 -0.482 -0.037 0.463 0.709 0.120 0.208 0.029 0.833 0.456 1.000 0.599 -0.358 0.637 -0.153 0.394 -0.052 0.059 |\n",
"| p4415_s | -0.373 0.537 -0.622 0.414 -0.249 -0.019 -0.332 -0.014 0.380 0.514 0.150 0.161 0.213 0.608 0.548 0.599 1.000 -0.237 0.368 -0.099 0.269 -0.056 0.088 |\n",
"| p4160_p | 0.327 -0.103 0.319 -0.210 0.501 0.016 0.260 0.007 -0.395 -0.134 0.367 0.124 0.022 -0.289 -0.309 -0.358 -0.237 1.000 -0.096 0.034 -0.117 0.038 -0.073 |\n",
"| bplus_2 | -0.474 0.738 -0.826 0.578 -0.067 -0.005 -0.435 -0.069 0.310 0.728 0.300 0.158 -0.011 0.788 0.566 0.637 0.368 -0.096 1.000 -0.218 0.492 -0.038 0.007 |\n",
"| phi_s | 0.094 -0.142 0.171 -0.113 0.008 0.008 0.077 0.505 -0.089 -0.151 -0.052 -0.050 -0.025 -0.170 -0.153 -0.153 -0.099 0.034 -0.218 1.000 -0.201 -0.002 0.008 |\n",
"| rho_p | -0.272 0.375 -0.447 0.283 -0.055 -0.021 -0.228 -0.210 0.228 0.389 0.124 0.117 0.038 0.443 0.397 0.394 0.269 -0.117 0.492 -0.201 1.000 -0.010 0.110 |\n",
"| omega_s | 0.059 -0.074 0.076 -0.039 0.028 0.725 0.048 -0.110 -0.040 -0.065 -0.003 -0.016 0.003 -0.075 -0.085 -0.052 -0.056 0.038 -0.038 -0.002 -0.010 1.000 -0.288 |\n",
"| rho_s | -0.093 0.100 -0.101 0.041 -0.057 0.081 -0.077 0.142 0.059 0.083 -0.013 0.019 -0.012 0.102 0.145 0.059 0.088 -0.073 0.007 0.008 0.110 -0.288 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.33613720769276334}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.07168486257099982}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 3.4877084075738707}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.3936049625159448}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.15282567704670336}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.32497443812384486}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.28727775868059524}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.158099828940657}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18230469609938865}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.2154444454633726}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.5681341376072901}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03529058938714513}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15611798082374673}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4762314338619739}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.016145594420506004}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.0326255683289467}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.232651737978122}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10775947057104585}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09594059905446628}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9103084721649708}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.3300173858898332}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.4221746835651983}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.28128763525077927})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=79 (79 total) |\n",
"| EDM = 5.72E-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: 297414.33649418864\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.85 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.016 | 2.101 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.14 | 0.20 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.63 | 0.23 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.14 | 0.41 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.44 | 0.16 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.74 | 0.27 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.94 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.14 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.84 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.000E1 | 0.416E1 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.07 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.29 | 0.16 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.21 | 0.12 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.422 | 0.010 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.763 | 0.020 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.12 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.34 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.22 | 0.06 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.1 | 0.9 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.23 | 0.48 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.8 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.502 -0.550 0.584 0.506 -0.050 0.041 0.327 0.041 -0.290 0.133 0.662 0.143 0.258 -0.489 0.283 0.369 -0.179 0.614 -0.159 0.024 -0.046 -0.069 0.095 |\n",
"| jpsi_p | 0.502 1.000 -0.381 0.524 0.458 -0.080 0.130 0.363 0.074 -0.143 0.286 0.606 0.347 -0.006 -0.249 0.268 0.384 -0.204 0.630 -0.147 0.059 -0.130 -0.109 0.087 |\n",
"| Dbar_p | -0.550 -0.381 1.000 -0.887 -0.568 0.086 -0.175 -0.367 -0.075 0.158 0.294 -0.944 -0.069 -0.054 0.689 -0.350 -0.491 0.319 -0.705 0.277 -0.070 0.136 0.116 -0.110 |\n",
"| DDstar_s | 0.584 0.524 -0.887 1.000 0.554 -0.099 0.189 0.410 0.076 -0.209 -0.072 0.920 0.149 0.012 -0.692 0.469 0.633 -0.311 0.757 -0.299 0.064 -0.124 -0.133 0.153 |\n",
"| p4415_p | 0.506 0.458 -0.568 0.554 1.000 -0.046 0.130 0.320 0.036 -0.247 0.038 0.648 0.167 -0.058 -0.452 0.258 0.339 -0.371 0.659 -0.078 0.021 -0.035 -0.064 0.093 |\n",
"| omega_p | -0.050 -0.080 0.086 -0.099 -0.046 1.000 -0.009 -0.033 -0.139 0.013 0.002 -0.090 -0.018 -0.002 0.050 -0.090 -0.032 0.013 -0.068 0.093 -0.025 0.131 0.763 -0.117 |\n",
"| Ctt | 0.041 0.130 -0.175 0.189 0.130 -0.009 1.000 0.036 -0.002 0.248 -0.224 0.148 0.166 0.266 -0.324 -0.002 0.005 0.060 0.001 0.471 -0.008 0.034 -0.011 0.036 |\n",
"| p3770_s | 0.327 0.363 -0.367 0.410 0.320 -0.033 0.036 1.000 0.026 0.011 -0.134 0.450 -0.034 0.054 -0.373 0.216 0.273 -0.130 0.401 -0.140 0.011 -0.024 -0.047 0.070 |\n",
"| phi_p | 0.041 0.074 -0.075 0.076 0.036 -0.139 -0.002 0.026 1.000 -0.018 -0.004 0.080 0.018 -0.012 -0.058 0.030 0.024 -0.015 0.060 -0.124 0.413 -0.330 -0.202 -0.008 |\n",
"| p4040_s | -0.290 -0.143 0.158 -0.209 -0.247 0.013 0.248 0.011 -0.018 1.000 -0.103 -0.189 0.013 -0.022 0.182 -0.038 -0.063 0.201 -0.400 0.074 -0.018 0.034 0.019 -0.009 |\n",
"| p3770_p | 0.133 0.286 0.294 -0.072 0.038 0.002 -0.224 -0.134 -0.004 -0.103 1.000 -0.088 0.147 -0.066 0.216 0.074 0.061 -0.010 0.129 0.005 -0.019 0.033 0.001 0.023 |\n",
"| DDstar_p | 0.662 0.606 -0.944 0.920 0.648 -0.090 0.148 0.450 0.080 -0.189 -0.088 1.000 0.221 0.047 -0.651 0.414 0.566 -0.332 0.832 -0.286 0.067 -0.127 -0.123 0.132 |\n",
"| psi2s_p | 0.143 0.347 -0.069 0.149 0.167 -0.018 0.166 -0.034 0.018 0.013 0.147 0.221 1.000 -0.025 -0.155 0.108 0.146 -0.036 0.236 -0.089 0.008 -0.017 -0.026 0.036 |\n",
"| p4160_s | 0.258 -0.006 -0.054 0.012 -0.058 -0.002 0.266 0.054 -0.012 -0.022 -0.066 0.047 -0.025 1.000 -0.027 0.080 0.077 0.274 -0.066 0.059 -0.021 0.039 -0.003 0.035 |\n",
"| Dbar_s | -0.489 -0.249 0.689 -0.692 -0.452 0.050 -0.324 -0.373 -0.058 0.182 0.216 -0.651 -0.155 -0.027 1.000 -0.152 -0.238 0.285 -0.556 0.254 -0.062 0.119 0.068 -0.036 |\n",
"| bplus_0 | 0.283 0.268 -0.350 0.469 0.258 -0.090 -0.002 0.216 0.030 -0.038 0.074 0.414 0.108 0.080 -0.152 1.000 -0.086 -0.043 0.345 -0.232 0.001 -0.035 -0.123 0.218 |\n",
"| bplus_1 | 0.369 0.384 -0.491 0.633 0.339 -0.032 0.005 0.273 0.024 -0.063 0.061 0.566 0.146 0.077 -0.238 -0.086 1.000 -0.069 0.460 -0.310 0.022 -0.013 -0.044 0.083 |\n",
"| p4415_s | -0.179 -0.204 0.319 -0.311 -0.371 0.013 0.060 -0.130 -0.015 0.201 -0.010 -0.332 -0.036 0.274 0.285 -0.043 -0.069 1.000 -0.303 -0.057 -0.011 0.012 0.019 -0.025 |\n",
"| p4160_p | 0.614 0.630 -0.705 0.757 0.659 -0.068 0.001 0.401 0.060 -0.400 0.129 0.832 0.236 -0.066 -0.556 0.345 0.460 -0.303 1.000 -0.203 0.043 -0.080 -0.093 0.114 |\n",
"| bplus_2 | -0.159 -0.147 0.277 -0.299 -0.078 0.093 0.471 -0.140 -0.124 0.074 0.005 -0.286 -0.089 0.059 0.254 -0.232 -0.310 -0.057 -0.203 1.000 -0.148 0.330 0.122 0.034 |\n",
"| phi_s | 0.024 0.059 -0.070 0.064 0.021 -0.025 -0.008 0.011 0.413 -0.018 -0.019 0.067 0.008 -0.021 -0.062 0.001 0.022 -0.011 0.043 -0.148 1.000 -0.159 -0.045 -0.072 |\n",
"| rho_p | -0.046 -0.130 0.136 -0.124 -0.035 0.131 0.034 -0.024 -0.330 0.034 0.033 -0.127 -0.017 0.039 0.119 -0.035 -0.013 0.012 -0.080 0.330 -0.159 1.000 0.336 0.295 |\n",
"| omega_s | -0.069 -0.109 0.116 -0.133 -0.064 0.763 -0.011 -0.047 -0.202 0.019 0.001 -0.123 -0.026 -0.003 0.068 -0.123 -0.044 0.019 -0.093 0.122 -0.045 0.336 1.000 -0.275 |\n",
"| rho_s | 0.095 0.087 -0.110 0.153 0.093 -0.117 0.036 0.070 -0.008 -0.009 0.023 0.132 0.036 0.035 -0.036 0.218 0.083 -0.025 0.114 0.034 -0.072 0.295 -0.275 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2072488352107431}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04034960253245101}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.1007795388844173}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.19748677627001832}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.22637347342585756}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.4125053845187434}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1627954794323916}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2676380680727024}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.14127373196959336}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.167503605004045}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.12300993017203421}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 4.156360755891731}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03431113520279805}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16338017098667512}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.12182521122221376}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.009649965681801875}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.020279927754531912}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.20167490879077943}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.17632807612354884}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06297570574778988}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.8607039817764175}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4824332093182542}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.4360008623533704}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.32819699081783943})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1022 (1022 total) |\n",
"| EDM = 0.00119 (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 | True | True | False |\n",
"------------------------------------------------------------------\n",
"Function minimum: 297412.68997827766\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.87 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.49 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.24 | 0.90 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.27 | 0.07 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.8 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | -0.24 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.94 | 0.28 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.85 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 1.12 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.72 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.5 | 2.1 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.07 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.14 | 0.18 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.416 | 0.015 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.72 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.25 | 0.23 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.28 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.37 | 0.07 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.6 | 1.0 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.29 | 0.44 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 5.7 | 1.1 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.723 -0.534 -0.120 0.732 0.048 0.377 -0.003 -0.108 0.035 0.802 0.564 0.502 -0.228 -0.182 -0.635 -0.337 0.714 0.581 -0.026 0.074 0.100 -0.221 |\n",
"| jpsi_p | 0.723 1.000 -0.418 -0.043 0.720 0.037 0.441 0.024 -0.076 0.130 0.797 0.686 0.241 -0.279 -0.222 -0.624 -0.414 0.795 0.485 0.014 -0.012 0.080 -0.231 |\n",
"| Dbar_p | -0.534 -0.418 1.000 0.089 -0.627 -0.042 -0.195 -0.003 -0.135 0.518 -0.827 -0.375 -0.355 0.318 0.235 0.666 0.373 -0.539 -0.605 -0.002 -0.027 -0.096 0.239 |\n",
"| DDstar_s | -0.120 -0.043 0.089 1.000 -0.142 -0.017 -0.031 0.005 -0.032 0.157 -0.137 -0.111 -0.083 0.082 0.103 0.295 0.124 -0.087 -0.200 -0.000 -0.008 -0.044 0.111 |\n",
"| p4415_p | 0.732 0.720 -0.627 -0.142 1.000 0.050 0.384 -0.001 -0.092 -0.058 0.849 0.602 0.280 -0.273 -0.199 -0.672 -0.487 0.814 0.608 -0.022 0.069 0.105 -0.236 |\n",
"| omega_p | 0.048 0.037 -0.042 -0.017 0.050 1.000 0.027 -0.051 -0.003 -0.008 0.056 0.039 0.021 -0.018 -0.054 -0.023 -0.034 0.051 0.067 -0.003 0.002 0.501 -0.163 |\n",
"| p3770_s | 0.377 0.441 -0.195 -0.031 0.384 0.027 1.000 -0.007 0.126 -0.133 0.412 0.189 0.208 -0.075 -0.065 -0.312 -0.163 0.381 0.290 -0.028 0.059 0.052 -0.104 |\n",
"| phi_p | -0.003 0.024 -0.003 0.005 -0.001 -0.051 -0.007 1.000 0.005 0.002 0.008 0.009 -0.006 0.001 0.017 -0.026 0.010 -0.000 -0.066 0.547 -0.279 -0.139 0.041 |\n",
"| p4040_s | -0.108 -0.076 -0.135 -0.032 -0.092 -0.003 0.126 0.005 1.000 -0.187 0.038 0.016 -0.091 -0.089 0.007 0.025 0.114 -0.224 -0.169 0.013 -0.027 -0.004 -0.003 |\n",
"| p3770_p | 0.035 0.130 0.518 0.157 -0.058 -0.008 -0.133 0.002 -0.187 1.000 -0.192 0.054 -0.119 0.079 0.091 0.163 0.032 0.062 -0.122 -0.011 0.007 -0.026 0.067 |\n",
"| DDstar_p | 0.802 0.797 -0.827 -0.137 0.849 0.056 0.412 0.008 0.038 -0.192 1.000 0.697 0.390 -0.348 -0.258 -0.801 -0.476 0.839 0.688 -0.006 0.049 0.120 -0.289 |\n",
"| psi2s_p | 0.564 0.686 -0.375 -0.111 0.602 0.039 0.189 0.009 0.016 0.054 0.697 1.000 0.198 -0.204 -0.170 -0.530 -0.312 0.643 0.361 -0.004 0.028 0.082 -0.199 |\n",
"| p4160_s | 0.502 0.241 -0.355 -0.083 0.280 0.021 0.208 -0.006 -0.091 -0.119 0.390 0.198 1.000 -0.164 -0.053 -0.257 0.081 0.241 0.165 -0.018 0.038 0.043 -0.089 |\n",
"| Dbar_s | -0.228 -0.279 0.318 0.082 -0.273 -0.018 -0.075 0.001 -0.089 0.079 -0.348 -0.204 -0.164 1.000 0.072 0.238 0.118 -0.240 -0.302 0.011 -0.034 -0.036 0.077 |\n",
"| bplus_0 | -0.182 -0.222 0.235 0.103 -0.199 -0.054 -0.065 0.017 0.007 0.091 -0.258 -0.170 -0.053 0.072 1.000 -0.274 0.148 -0.204 -0.286 -0.018 -0.066 -0.142 0.323 |\n",
"| bplus_1 | -0.635 -0.624 0.666 0.295 -0.672 -0.023 -0.312 -0.026 0.025 0.163 -0.801 -0.530 -0.257 0.238 -0.274 1.000 0.467 -0.689 -0.610 0.003 0.014 -0.039 0.129 |\n",
"| p4415_s | -0.337 -0.414 0.373 0.124 -0.487 -0.034 -0.163 0.010 0.114 0.032 -0.476 -0.312 0.081 0.118 0.148 0.467 1.000 -0.441 -0.577 0.025 -0.071 -0.073 0.151 |\n",
"| p4160_p | 0.714 0.795 -0.539 -0.087 0.814 0.051 0.381 -0.000 -0.224 0.062 0.839 0.643 0.241 -0.240 -0.204 -0.689 -0.441 1.000 0.670 -0.024 0.074 0.106 -0.238 |\n",
"| bplus_2 | 0.581 0.485 -0.605 -0.200 0.608 0.067 0.290 -0.066 -0.169 -0.122 0.688 0.361 0.165 -0.302 -0.286 -0.610 -0.577 0.670 1.000 -0.106 0.242 0.143 -0.215 |\n",
"| phi_s | -0.026 0.014 -0.002 -0.000 -0.022 -0.003 -0.028 0.547 0.013 -0.011 -0.006 -0.004 -0.018 0.011 -0.018 0.003 0.025 -0.024 -0.106 1.000 -0.154 -0.038 -0.046 |\n",
"| rho_p | 0.074 -0.012 -0.027 -0.008 0.069 0.002 0.059 -0.279 -0.027 0.007 0.049 0.028 0.038 -0.034 -0.066 0.014 -0.071 0.074 0.242 -0.154 1.000 0.361 0.093 |\n",
"| omega_s | 0.100 0.080 -0.096 -0.044 0.105 0.501 0.052 -0.139 -0.004 -0.026 0.120 0.082 0.043 -0.036 -0.142 -0.039 -0.073 0.106 0.143 -0.038 0.361 1.000 -0.399 |\n",
"| rho_s | -0.221 -0.231 0.239 0.111 -0.236 -0.163 -0.104 0.041 -0.003 0.067 -0.289 -0.199 -0.089 0.077 0.323 0.129 0.151 -0.238 -0.215 -0.046 0.093 -0.399 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.279049290337702}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.05504467438436267}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.8950709743955687}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.07141124025393239}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.3166180434334074}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.29710094586860514}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2792205155580123}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1757076131390325}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17150525281800966}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.12848355699006397}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 2.095131229301209}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04989921051831914}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1843684432990269}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.09243196053888281}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.015044205763056429}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.043281010363327654}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.23153206196379328}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.20266416707429236}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0714449015351929}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9697185238584005}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.44360907664180704}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1150280763222735}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3561598933837779})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1157 (1157 total) |\n",
"| EDM = 0.0017 (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: 297393.01804345736\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.84 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -2.1 | 1.4 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.49 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.026 | 0.305 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.61 | 0.29 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.88 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.29 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.97 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.27 | 1.72 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 1.91 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.28 | 0.08 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.440 | 0.011 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.810 | 0.022 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.37 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.26 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.28 | 0.07 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.4 | 1.6 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.16 | 0.25 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.3 | 1.2 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.50 | 0.32 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.582 0.392 0.335 0.565 0.019 -0.396 0.114 0.005 -0.066 0.472 0.594 0.294 0.363 -0.209 -0.019 -0.108 0.007 0.562 0.145 -0.011 0.055 0.017 -0.010 |\n",
"| jpsi_p | 0.582 1.000 0.742 0.527 0.698 0.004 -0.562 0.084 0.016 0.178 0.499 0.882 0.440 0.183 -0.442 -0.018 -0.058 -0.025 0.710 0.231 0.005 0.006 -0.007 0.004 |\n",
"| Dbar_p | 0.392 0.742 1.000 0.640 0.594 0.009 -0.804 -0.127 0.017 0.261 0.376 0.922 0.221 0.174 -0.444 0.120 0.132 0.066 0.567 0.207 -0.008 0.066 -0.008 0.056 |\n",
"| DDstar_s | 0.335 0.527 0.640 1.000 0.474 0.017 -0.511 -0.037 0.008 0.204 0.215 0.644 0.245 0.179 -0.317 -0.037 -0.129 0.029 0.420 0.215 -0.006 0.051 0.017 -0.012 |\n",
"| p4415_p | 0.565 0.698 0.594 0.474 1.000 0.020 -0.486 0.086 0.008 0.023 0.461 0.744 0.363 0.089 -0.269 0.002 -0.082 -0.118 0.718 0.263 -0.014 0.077 0.016 0.007 |\n",
"| omega_p | 0.019 0.004 0.009 0.017 0.020 1.000 -0.004 0.008 0.009 0.001 0.008 0.017 0.011 0.007 -0.002 -0.036 0.022 -0.009 0.019 0.043 0.031 0.099 0.621 -0.087 |\n",
"| Ctt | -0.396 -0.562 -0.804 -0.511 -0.486 -0.004 1.000 0.050 -0.018 -0.004 -0.427 -0.753 -0.110 0.022 0.419 -0.112 -0.148 0.062 -0.581 0.209 -0.008 -0.001 0.010 -0.029 |\n",
"| p3770_s | 0.114 0.084 -0.127 -0.037 0.086 0.008 0.050 1.000 -0.007 0.087 -0.141 0.020 -0.058 0.058 0.048 -0.027 -0.083 -0.010 0.082 -0.018 -0.010 0.019 0.013 -0.019 |\n",
"| phi_p | 0.005 0.016 0.017 0.008 0.008 0.009 -0.018 -0.007 1.000 0.003 0.011 0.022 0.007 -0.004 -0.011 0.009 -0.024 0.005 0.012 -0.052 0.877 -0.175 -0.096 -0.034 |\n",
"| p4040_s | -0.066 0.178 0.261 0.204 0.023 0.001 -0.004 0.087 0.003 1.000 -0.007 0.226 0.110 0.026 -0.088 0.076 0.102 0.172 -0.159 0.093 -0.008 0.035 -0.006 0.036 |\n",
"| p3770_p | 0.472 0.499 0.376 0.215 0.461 0.008 -0.427 -0.141 0.011 -0.007 1.000 0.503 0.247 0.070 -0.392 0.020 -0.038 -0.082 0.531 0.063 0.000 0.019 0.003 -0.000 |\n",
"| DDstar_p | 0.594 0.882 0.922 0.644 0.744 0.017 -0.753 0.020 0.022 0.226 0.503 1.000 0.418 0.214 -0.400 0.050 0.007 0.013 0.743 0.225 -0.001 0.063 0.005 0.025 |\n",
"| psi2s_p | 0.294 0.440 0.221 0.245 0.363 0.011 -0.110 -0.058 0.007 0.110 0.247 0.418 1.000 0.073 -0.157 -0.049 -0.098 -0.015 0.369 0.075 0.001 0.014 0.010 -0.018 |\n",
"| p4160_s | 0.363 0.183 0.174 0.179 0.089 0.007 0.022 0.058 -0.004 0.026 0.070 0.214 0.073 1.000 -0.041 0.061 0.047 0.315 0.060 0.136 -0.020 0.060 0.003 0.028 |\n",
"| Dbar_s | -0.209 -0.442 -0.444 -0.317 -0.269 -0.002 0.419 0.048 -0.011 -0.088 -0.392 -0.400 -0.157 -0.041 1.000 -0.120 -0.168 -0.047 -0.300 -0.074 0.005 -0.040 0.012 -0.052 |\n",
"| bplus_0 | -0.019 -0.018 0.120 -0.037 0.002 -0.036 -0.112 -0.027 0.009 0.076 0.020 0.050 -0.049 0.061 -0.120 1.000 -0.642 0.105 -0.024 -0.110 -0.007 -0.026 -0.077 0.176 |\n",
"| bplus_1 | -0.108 -0.058 0.132 -0.129 -0.082 0.022 -0.148 -0.083 -0.024 0.102 -0.038 0.007 -0.098 0.047 -0.168 -0.642 1.000 0.183 -0.117 -0.193 -0.019 0.064 0.043 -0.048 |\n",
"| p4415_s | 0.007 -0.025 0.066 0.029 -0.118 -0.009 0.062 -0.010 0.005 0.172 -0.082 0.013 -0.015 0.315 -0.047 0.105 0.183 1.000 -0.064 -0.137 0.004 -0.014 -0.018 0.034 |\n",
"| p4160_p | 0.562 0.710 0.567 0.420 0.718 0.019 -0.581 0.082 0.012 -0.159 0.531 0.743 0.369 0.060 -0.300 -0.024 -0.117 -0.064 1.000 0.191 -0.005 0.053 0.016 -0.009 |\n",
"| bplus_2 | 0.145 0.231 0.207 0.215 0.263 0.043 0.209 -0.018 -0.052 0.093 0.063 0.225 0.075 0.136 -0.074 -0.110 -0.193 -0.137 0.191 1.000 -0.099 0.276 0.057 0.035 |\n",
"| phi_s | -0.011 0.005 -0.008 -0.006 -0.014 0.031 -0.008 -0.010 0.877 -0.008 0.000 -0.001 0.001 -0.020 0.005 -0.007 -0.019 0.004 -0.005 -0.099 1.000 -0.130 -0.051 -0.049 |\n",
"| rho_p | 0.055 0.006 0.066 0.051 0.077 0.099 -0.001 0.019 -0.175 0.035 0.019 0.063 0.014 0.060 -0.040 -0.026 0.064 -0.014 0.053 0.276 -0.130 1.000 0.346 0.222 |\n",
"| omega_s | 0.017 -0.007 -0.008 0.017 0.016 0.621 0.010 0.013 -0.096 -0.006 0.003 0.005 0.010 0.003 0.012 -0.077 0.043 -0.018 0.016 0.057 -0.051 0.346 1.000 -0.304 |\n",
"| rho_s | -0.010 0.004 0.056 -0.012 0.007 -0.087 -0.029 -0.019 -0.034 0.036 -0.000 0.025 -0.018 0.028 -0.052 0.176 -0.048 0.034 -0.009 0.035 -0.049 0.222 -0.304 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.18835934588328995}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.05611533528362367}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.3646930668968382}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4079078914505955}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.23903419738354748}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.30544280625979603}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.2924343447676818}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.25591798534866594}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.4240012344075974}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17930671951554844}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.11689608675688246}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.7183878096415879}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03888014815070484}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17440329271228727}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.07800807075373714}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011427010147518901}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.022303879869980836}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19228401847698462}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.17759254105626399}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07124394237118636}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.6420237271890343}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.2483200921422375}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1767205466816968}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3157606403014447})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1047 (1047 total) |\n",
"| EDM = 0.00117 (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: 297496.1326120764\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.73 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.480 | 0.031 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.7 | 5.2 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.16 | 0.13 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.15 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.81 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.61 | 0.23 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.47 | 0.31 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.87 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.35 | 0.13 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.15 | 0.09 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.006 | 0.942 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 1.86 | 0.13 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.06 | 0.42 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.489 | 0.009 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.984 | 0.018 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.18 | 0.15 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.20 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.16 | 0.07 | | | -2 | 2 | |\n",
"| 20| phi_s | 20.5 | 0.7 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.70 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 8.6 | 0.9 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.23 | 0.23 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 -0.464 -0.732 0.661 0.407 -0.018 0.616 0.535 -0.020 -0.200 0.108 0.512 0.422 0.344 -0.722 -0.601 -0.612 -0.082 0.462 -0.553 0.006 -0.068 0.018 -0.085 |\n",
"| jpsi_p | -0.464 1.000 0.698 -0.667 -0.267 0.015 -0.596 -0.490 0.026 0.143 0.063 -0.745 -0.374 -0.175 0.721 0.555 0.570 0.091 -0.315 0.541 0.005 0.032 -0.020 0.098 |\n",
"| Dbar_p | -0.732 0.698 1.000 -0.929 -0.459 0.026 -0.897 -0.746 0.026 0.182 -0.034 -0.855 -0.608 -0.242 0.980 0.821 0.833 0.158 -0.565 0.776 -0.020 0.110 -0.028 0.106 |\n",
"| DDstar_s | 0.661 -0.667 -0.929 1.000 0.393 -0.023 0.850 0.677 -0.023 -0.217 0.033 0.809 0.519 0.175 -0.929 -0.707 -0.716 -0.188 0.516 -0.719 0.021 -0.103 0.025 -0.088 |\n",
"| p4415_p | 0.407 -0.267 -0.459 0.393 1.000 -0.011 0.402 0.358 -0.014 -0.169 0.085 0.278 0.294 0.008 -0.458 -0.390 -0.399 -0.142 0.418 -0.303 -0.002 -0.032 0.011 -0.059 |\n",
"| omega_p | -0.018 0.015 0.026 -0.023 -0.011 1.000 -0.023 -0.019 0.004 0.006 -0.000 -0.024 -0.016 -0.005 0.026 0.027 0.023 0.005 -0.014 0.023 0.010 0.072 0.540 0.309 |\n",
"| Ctt | 0.616 -0.596 -0.897 0.850 0.402 -0.023 1.000 0.654 -0.021 -0.070 -0.042 0.759 0.578 0.295 -0.894 -0.744 -0.755 -0.060 0.436 -0.587 0.021 -0.100 0.025 -0.094 |\n",
"| p3770_s | 0.535 -0.490 -0.746 0.677 0.358 -0.019 0.654 1.000 -0.021 -0.063 -0.119 0.575 0.386 0.204 -0.740 -0.606 -0.617 -0.106 0.423 -0.581 0.007 -0.071 0.019 -0.085 |\n",
"| phi_p | -0.020 0.026 0.026 -0.023 -0.014 0.004 -0.021 -0.021 1.000 0.003 0.002 -0.026 -0.016 -0.009 0.026 0.013 0.013 0.004 -0.015 -0.002 0.378 -0.158 -0.045 0.102 |\n",
"| p4040_s | -0.200 0.143 0.182 -0.217 -0.169 0.006 -0.070 -0.063 0.003 1.000 0.011 -0.200 -0.082 -0.101 0.176 0.177 0.178 0.082 -0.336 0.133 -0.010 0.032 -0.007 0.017 |\n",
"| p3770_p | 0.108 0.063 -0.034 0.033 0.085 -0.000 -0.042 -0.119 0.002 0.011 1.000 -0.087 -0.027 -0.002 0.006 0.005 0.001 -0.045 0.135 -0.013 -0.004 0.000 -0.001 -0.004 |\n",
"| DDstar_p | 0.512 -0.745 -0.855 0.809 0.278 -0.024 0.759 0.575 -0.026 -0.200 -0.087 1.000 0.395 0.171 -0.826 -0.693 -0.702 -0.125 0.335 -0.653 0.015 -0.097 0.022 -0.086 |\n",
"| psi2s_p | 0.422 -0.374 -0.608 0.519 0.294 -0.016 0.578 0.386 -0.016 -0.082 -0.027 0.395 1.000 0.121 -0.590 -0.497 -0.503 -0.103 0.363 -0.501 0.008 -0.064 0.015 -0.065 |\n",
"| p4160_s | 0.344 -0.175 -0.242 0.175 0.008 -0.005 0.295 0.204 -0.009 -0.101 -0.002 0.171 0.121 1.000 -0.248 -0.168 -0.173 0.132 0.074 -0.176 -0.006 -0.008 0.004 -0.031 |\n",
"| Dbar_s | -0.722 0.721 0.980 -0.929 -0.458 0.026 -0.894 -0.740 0.026 0.176 0.006 -0.826 -0.590 -0.248 1.000 0.826 0.838 0.155 -0.554 0.776 -0.020 0.112 -0.028 0.106 |\n",
"| bplus_0 | -0.601 0.555 0.821 -0.707 -0.390 0.027 -0.744 -0.606 0.013 0.177 0.005 -0.693 -0.497 -0.168 0.826 1.000 0.593 0.184 -0.480 0.585 -0.031 0.131 -0.030 0.115 |\n",
"| bplus_1 | -0.612 0.570 0.833 -0.716 -0.399 0.023 -0.755 -0.617 0.013 0.178 0.001 -0.702 -0.503 -0.173 0.838 0.593 1.000 0.187 -0.490 0.588 -0.029 0.124 -0.026 0.084 |\n",
"| p4415_s | -0.082 0.091 0.158 -0.188 -0.142 0.005 -0.060 -0.106 0.004 0.082 -0.045 -0.125 -0.103 0.132 0.155 0.184 0.187 1.000 -0.033 0.073 -0.004 0.018 -0.005 0.023 |\n",
"| p4160_p | 0.462 -0.315 -0.565 0.516 0.418 -0.014 0.436 0.423 -0.015 -0.336 0.135 0.335 0.363 0.074 -0.554 -0.480 -0.490 -0.033 1.000 -0.404 0.004 -0.051 0.014 -0.068 |\n",
"| bplus_2 | -0.553 0.541 0.776 -0.719 -0.303 0.023 -0.587 -0.581 -0.002 0.133 -0.013 -0.653 -0.501 -0.176 0.776 0.585 0.588 0.073 -0.404 1.000 -0.070 0.198 -0.034 0.041 |\n",
"| phi_s | 0.006 0.005 -0.020 0.021 -0.002 0.010 0.021 0.007 0.378 -0.010 -0.004 0.015 0.008 -0.006 -0.020 -0.031 -0.029 -0.004 0.004 -0.070 1.000 -0.073 0.010 -0.004 |\n",
"| rho_p | -0.068 0.032 0.110 -0.103 -0.032 0.072 -0.100 -0.071 -0.158 0.032 0.000 -0.097 -0.064 -0.008 0.112 0.131 0.124 0.018 -0.051 0.198 -0.073 1.000 -0.030 0.123 |\n",
"| omega_s | 0.018 -0.020 -0.028 0.025 0.011 0.540 0.025 0.019 -0.045 -0.007 -0.001 0.022 0.015 0.004 -0.028 -0.030 -0.026 -0.005 0.014 -0.034 0.010 -0.030 1.000 -0.109 |\n",
"| rho_s | -0.085 0.098 0.106 -0.088 -0.059 0.309 -0.094 -0.085 0.102 0.017 -0.004 -0.086 -0.065 -0.031 0.106 0.115 0.084 0.023 -0.068 0.041 -0.004 0.123 -0.109 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.15898591443375}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.030788705842652586}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 5.194724495539059}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.12993098052364527}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.16479593925088154}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.1751776021295175}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.23298078296308766}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.30500215518750995}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.12241692847944696}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1280857211115678}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.08762022207882048}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.9419147311808489}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03329688391755248}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.12955617782693374}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.41505857634409565}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.008613117538932125}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.01766576744993309}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.14848262173787574}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10748602861654111}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0679086439412313}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.7436308273490191}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.2669084540405917}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.9157096753301248}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.23276316329141383})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1083 (1083 total) |\n",
"| EDM = 0.000111 (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: 297406.6475755318\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.54 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.4 | 1.1 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.29 | 0.06 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.39 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.29 | 0.40 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.20 | 0.23 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.91 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.56 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.92 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.77 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.6 | 1.8 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.00 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.30 | 0.39 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.445 | 0.014 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.81 | 0.04 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.41 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -1.93 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.44 | 0.09 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.4 | 1.3 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -1.1 | 0.8 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.8 | 1.6 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.568 0.406 -0.043 0.619 0.030 -0.319 0.196 -0.011 0.032 0.063 0.618 0.348 0.508 0.264 -0.129 -0.472 -0.099 0.587 0.287 -0.021 -0.048 0.055 -0.126 |\n",
"| jpsi_p | 0.568 1.000 0.408 -0.021 0.660 0.016 -0.101 0.284 0.015 0.200 0.017 0.686 0.548 0.334 0.384 -0.203 -0.544 -0.168 0.651 0.370 0.015 -0.135 0.034 -0.069 |\n",
"| Dbar_p | 0.406 0.408 1.000 -0.066 0.657 0.032 -0.496 -0.028 -0.002 0.364 -0.533 0.904 0.266 0.415 0.569 -0.201 -0.624 -0.131 0.499 0.386 -0.004 -0.105 0.062 -0.130 |\n",
"| DDstar_s | -0.043 -0.021 -0.066 1.000 -0.072 -0.006 0.024 0.000 0.003 -0.059 0.086 -0.081 -0.047 -0.064 -0.062 0.046 0.134 0.015 -0.031 -0.083 0.002 0.022 -0.014 0.029 |\n",
"| p4415_p | 0.619 0.660 0.657 -0.072 1.000 0.038 -0.308 0.195 -0.013 0.178 -0.140 0.824 0.465 0.370 0.414 -0.180 -0.619 -0.245 0.748 0.452 -0.024 -0.060 0.070 -0.161 |\n",
"| omega_p | 0.030 0.016 0.032 -0.006 0.038 1.000 -0.011 0.011 -0.040 0.014 -0.012 0.041 0.022 0.023 0.019 -0.041 -0.008 -0.013 0.034 0.047 0.003 -0.025 0.828 0.020 |\n",
"| Ctt | -0.319 -0.101 -0.496 0.024 -0.308 -0.011 1.000 -0.096 -0.024 0.129 0.094 -0.446 -0.043 0.006 -0.386 0.076 0.237 0.218 -0.441 0.343 -0.039 0.154 -0.022 -0.008 |\n",
"| p3770_s | 0.196 0.284 -0.028 0.000 0.195 0.011 -0.096 1.000 -0.010 0.116 -0.073 0.154 0.014 0.095 -0.004 -0.008 -0.115 -0.027 0.218 0.025 -0.019 0.005 0.018 -0.048 |\n",
"| phi_p | -0.011 0.015 -0.002 0.003 -0.013 -0.040 -0.024 -0.010 1.000 -0.010 0.006 0.000 0.001 -0.022 -0.003 0.018 -0.023 0.007 -0.003 -0.093 0.788 -0.213 -0.115 0.233 |\n",
"| p4040_s | 0.032 0.200 0.364 -0.059 0.178 0.014 0.129 0.116 -0.010 1.000 -0.281 0.357 0.171 0.132 0.202 -0.054 -0.204 0.124 -0.077 0.222 -0.018 0.004 0.025 -0.068 |\n",
"| p3770_p | 0.063 0.017 -0.533 0.086 -0.140 -0.012 0.094 -0.073 0.006 -0.281 1.000 -0.333 0.035 -0.178 -0.149 0.088 0.202 -0.046 0.040 -0.191 0.004 0.022 -0.024 0.052 |\n",
"| DDstar_p | 0.618 0.686 0.904 -0.081 0.824 0.041 -0.446 0.154 0.000 0.357 -0.333 1.000 0.508 0.480 0.568 -0.226 -0.724 -0.174 0.716 0.446 -0.005 -0.116 0.076 -0.158 |\n",
"| psi2s_p | 0.348 0.548 0.266 -0.047 0.465 0.022 -0.043 0.014 0.001 0.171 0.035 0.508 1.000 0.198 0.209 -0.124 -0.373 -0.087 0.459 0.204 -0.003 -0.064 0.040 -0.081 |\n",
"| p4160_s | 0.508 0.334 0.415 -0.064 0.370 0.023 0.006 0.095 -0.022 0.132 -0.178 0.480 0.198 1.000 0.228 -0.072 -0.316 0.212 0.261 0.325 -0.036 0.017 0.041 -0.114 |\n",
"| Dbar_s | 0.264 0.384 0.569 -0.062 0.414 0.019 -0.386 -0.004 -0.003 0.202 -0.149 0.568 0.209 0.228 1.000 -0.090 -0.320 -0.058 0.352 0.223 -0.009 -0.036 0.035 -0.079 |\n",
"| bplus_0 | -0.129 -0.203 -0.201 0.046 -0.180 -0.041 0.076 -0.008 0.018 -0.054 0.088 -0.226 -0.124 -0.072 -0.090 1.000 -0.411 0.080 -0.171 -0.229 -0.004 0.120 -0.095 0.211 |\n",
"| bplus_1 | -0.472 -0.544 -0.624 0.134 -0.619 -0.008 0.237 -0.115 -0.023 -0.204 0.202 -0.724 -0.373 -0.316 -0.320 -0.411 1.000 0.235 -0.573 -0.415 -0.004 0.053 -0.006 0.007 |\n",
"| p4415_s | -0.099 -0.168 -0.131 0.015 -0.245 -0.013 0.218 -0.027 0.007 0.124 -0.046 -0.174 -0.087 0.212 -0.058 0.080 0.235 1.000 -0.231 -0.208 0.009 0.020 -0.025 0.060 |\n",
"| p4160_p | 0.587 0.651 0.499 -0.031 0.748 0.034 -0.441 0.218 -0.003 -0.077 0.040 0.716 0.459 0.261 0.352 -0.171 -0.573 -0.231 1.000 0.325 -0.010 -0.087 0.062 -0.131 |\n",
"| bplus_2 | 0.287 0.370 0.386 -0.083 0.452 0.047 0.343 0.025 -0.093 0.222 -0.191 0.446 0.204 0.325 0.223 -0.229 -0.415 -0.208 0.325 1.000 -0.129 0.189 0.088 -0.298 |\n",
"| phi_s | -0.021 0.015 -0.004 0.002 -0.024 0.003 -0.039 -0.019 0.788 -0.018 0.004 -0.005 -0.003 -0.036 -0.009 -0.004 -0.004 0.009 -0.010 -0.129 1.000 -0.179 -0.043 0.143 |\n",
"| rho_p | -0.048 -0.135 -0.105 0.022 -0.060 -0.025 0.154 0.005 -0.213 0.004 0.022 -0.116 -0.064 0.017 -0.036 0.120 0.053 0.020 -0.087 0.189 -0.179 1.000 -0.022 -0.150 |\n",
"| omega_s | 0.055 0.034 0.062 -0.014 0.070 0.828 -0.022 0.018 -0.115 0.025 -0.024 0.076 0.040 0.041 0.035 -0.095 -0.006 -0.025 0.062 0.088 -0.043 -0.022 1.000 -0.288 |\n",
"| rho_s | -0.126 -0.069 -0.130 0.029 -0.161 0.020 -0.008 -0.048 0.233 -0.068 0.052 -0.158 -0.081 -0.114 -0.079 0.211 0.007 0.060 -0.131 -0.298 0.143 -0.150 -0.288 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.27154531764414735}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.045078762624328306}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.1078974076790153}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.05697121804464195}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.28002719880059335}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.39532869824898587}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.23184448770301436}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.25889066081590895}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.28103322640032236}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.19197289421164465}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1293534979598252}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.8399796508221984}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04329700932836822}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.19148120727810947}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.39163561366350164}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.014285400308887253}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.037738746710640925}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19861054482666574}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.1811659220907793}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08595544547729306}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.3254442320650845}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.7815046491081814}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.6313306029155341}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33109117660781123})])\n",
"Step: 1/11\n",
"Current Ctt: 0.4879500364742666\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1083 (1083 total) |\n",
"| EDM = 9.59E-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: 297407.05473014223\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.52 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.52 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.7 | 1.2 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.39 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.29 | 0.38 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.92 | 0.28 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.56 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.88 | 0.22 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.78 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.8 | 1.4 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 1.97 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.446 | 0.013 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.81 | 0.03 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.38 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -1.90 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.49 | 0.10 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.4 | 1.3 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -1.2 | 0.7 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 7.8 | 1.6 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.168 -0.253 -0.060 0.223 0.008 0.206 -0.006 -0.229 0.284 -0.023 0.115 0.271 -0.187 -0.026 -0.102 -0.046 0.329 -0.029 -0.009 -0.015 0.015 -0.030 |\n",
"| jpsi_p | 0.168 1.000 0.403 0.161 0.495 0.004 -0.055 -0.005 0.292 -0.034 0.619 0.324 0.277 0.571 -0.174 -0.410 0.041 0.291 0.439 -0.014 -0.045 0.015 -0.061 |\n",
"| Dbar_p | -0.253 0.403 1.000 0.376 0.454 0.023 -0.524 -0.050 0.664 -0.588 0.911 0.029 0.484 0.758 -0.157 -0.497 0.265 -0.221 0.812 -0.080 0.106 0.046 -0.203 |\n",
"| DDstar_s | -0.060 0.161 0.376 1.000 0.243 0.017 -0.192 -0.024 0.311 -0.286 0.412 0.086 0.252 0.359 -0.129 -0.365 0.100 -0.085 0.391 -0.034 0.012 0.035 -0.112 |\n",
"| p4415_p | 0.223 0.495 0.454 0.243 1.000 0.026 -0.103 -0.040 0.238 -0.135 0.637 0.243 0.301 0.390 -0.140 -0.461 -0.045 0.381 0.544 -0.064 0.058 0.050 -0.175 |\n",
"| omega_p | 0.008 0.004 0.023 0.017 0.026 1.000 -0.005 -0.034 0.017 -0.013 0.032 0.010 0.018 0.019 -0.035 -0.003 -0.001 0.011 0.042 0.006 -0.031 0.821 0.040 |\n",
"| p3770_s | 0.206 -0.055 -0.524 -0.192 -0.103 -0.005 1.000 0.013 -0.210 0.120 -0.365 -0.097 -0.161 -0.405 0.066 0.160 -0.122 0.201 -0.360 0.020 -0.040 -0.011 0.060 |\n",
"| phi_p | -0.006 -0.005 -0.050 -0.024 -0.040 -0.034 0.013 1.000 -0.034 0.025 -0.046 -0.001 -0.039 -0.046 0.018 0.001 -0.002 -0.004 -0.103 0.782 -0.202 -0.108 0.247 |\n",
"| p4040_s | -0.229 0.292 0.664 0.311 0.238 0.017 -0.210 -0.034 1.000 -0.404 0.646 0.073 0.236 0.535 -0.083 -0.301 0.270 -0.352 0.454 -0.055 0.071 0.032 -0.134 |\n",
"| p3770_p | 0.284 -0.034 -0.588 -0.286 -0.135 -0.013 0.120 0.025 -0.404 1.000 -0.456 0.087 -0.246 -0.231 0.103 0.250 -0.180 0.308 -0.380 0.034 -0.041 -0.027 0.099 |\n",
"| DDstar_p | -0.023 0.619 0.911 0.412 0.637 0.032 -0.365 -0.046 0.646 -0.456 1.000 0.258 0.539 0.746 -0.203 -0.625 0.211 0.036 0.820 -0.076 0.073 0.061 -0.223 |\n",
"| psi2s_p | 0.115 0.324 0.029 0.086 0.243 0.010 -0.097 -0.001 0.073 0.087 0.258 1.000 0.041 0.126 -0.081 -0.193 -0.016 0.256 0.043 -0.003 -0.040 0.019 -0.035 |\n",
"| p4160_s | 0.271 0.277 0.484 0.252 0.301 0.018 -0.161 -0.039 0.236 -0.246 0.539 0.041 1.000 0.377 -0.067 -0.288 0.358 -0.030 0.410 -0.062 0.079 0.034 -0.141 |\n",
"| Dbar_s | -0.187 0.571 0.758 0.359 0.390 0.019 -0.405 -0.046 0.535 -0.231 0.746 0.126 0.377 1.000 -0.077 -0.321 0.260 -0.117 0.695 -0.080 0.137 0.034 -0.177 |\n",
"| bplus_0 | -0.026 -0.174 -0.157 -0.129 -0.140 -0.035 0.066 0.018 -0.083 0.103 -0.203 -0.081 -0.067 -0.077 1.000 -0.455 0.030 -0.070 -0.258 0.001 0.110 -0.083 0.184 |\n",
"| bplus_1 | -0.102 -0.410 -0.497 -0.365 -0.461 -0.003 0.160 0.001 -0.301 0.250 -0.625 -0.193 -0.288 -0.321 -0.455 1.000 0.040 -0.195 -0.515 0.028 -0.040 0.003 0.032 |\n",
"| p4415_s | -0.046 0.041 0.265 0.100 -0.045 -0.001 -0.122 -0.002 0.270 -0.180 0.211 -0.016 0.358 0.260 0.030 0.040 1.000 -0.166 0.013 -0.008 0.022 -0.004 -0.004 |\n",
"| p4160_p | 0.329 0.291 -0.221 -0.085 0.381 0.011 0.201 -0.004 -0.352 0.308 0.036 0.256 -0.030 -0.117 -0.070 -0.195 -0.166 1.000 0.080 -0.006 -0.027 0.020 -0.043 |\n",
"| bplus_2 | -0.029 0.439 0.812 0.391 0.544 0.042 -0.360 -0.103 0.454 -0.380 0.820 0.043 0.410 0.695 -0.258 -0.515 0.013 0.080 1.000 -0.148 0.212 0.081 -0.337 |\n",
"| phi_s | -0.009 -0.014 -0.080 -0.034 -0.064 0.006 0.020 0.782 -0.055 0.034 -0.076 -0.003 -0.062 -0.080 0.001 0.028 -0.008 -0.006 -0.148 1.000 -0.177 -0.040 0.162 |\n",
"| rho_p | -0.015 -0.045 0.106 0.012 0.058 -0.031 -0.040 -0.202 0.071 -0.041 0.073 -0.040 0.079 0.137 0.110 -0.040 0.022 -0.027 0.212 -0.177 1.000 -0.046 -0.198 |\n",
"| omega_s | 0.015 0.015 0.046 0.035 0.050 0.821 -0.011 -0.108 0.032 -0.027 0.061 0.019 0.034 0.034 -0.083 0.003 -0.004 0.020 0.081 -0.040 -0.046 1.000 -0.261 |\n",
"| rho_s | -0.030 -0.061 -0.203 -0.112 -0.175 0.040 0.060 0.247 -0.134 0.099 -0.223 -0.035 -0.141 -0.177 0.184 0.032 -0.004 -0.043 -0.337 0.162 -0.198 -0.261 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.23580770483259084}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03812377113913579}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.1913439472447829}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.42363428434390615}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.21152992542556848}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3833641917250792}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.284685812135415}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2764060795029013}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.22046998201200785}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.13224276343401442}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.4455851976182528}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03814076351177409}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.18948673156013018}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.5831138445426939}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.013054526120598764}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.0317297018381395}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1989122261774492}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.13093479805977548}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.10102543377867634}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.3106638024638713}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.7426734939244666}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.5928999725833517}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33407963396105733})])\n",
"Step: 2/11\n",
"Current Ctt: 0.6900655593423543\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1159 (1159 total) |\n",
"| EDM = 8.7E-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: 297341.4362736029\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.53 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 1.1 | 0.9 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.12 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.61 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.46 | 0.23 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 3.04 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.16 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.29 | 0.16 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.87 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -1.3 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.44 | 0.16 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.24 | 0.49 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.434 | 0.009 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.825 | 0.019 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.43 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.29 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.31 | 0.06 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.9 | 1.1 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | 0.09 | 0.42 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 8.4 | 1.1 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.7 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 -0.234 -0.501 -0.580 0.482 -0.029 0.332 0.318 -0.010 -0.027 -0.323 -0.518 0.052 0.344 -0.508 -0.319 -0.349 -0.131 0.510 -0.262 0.030 -0.013 0.022 -0.134 |\n",
"| jpsi_p | -0.234 1.000 0.679 0.292 -0.279 0.044 -0.511 -0.260 0.012 -0.128 0.716 0.598 0.116 -0.179 0.743 0.489 0.542 0.153 -0.092 0.365 -0.049 -0.005 -0.038 0.195 |\n",
"| Dbar_p | -0.501 0.679 1.000 0.507 -0.505 0.054 -0.768 -0.502 0.023 -0.146 0.745 0.813 -0.088 -0.204 0.868 0.628 0.676 0.245 -0.395 0.465 -0.069 0.048 -0.046 0.262 |\n",
"| DDstar_s | -0.580 0.292 0.507 1.000 -0.639 0.035 -0.545 -0.477 0.009 -0.209 0.551 0.739 -0.217 -0.228 0.757 0.447 0.477 0.221 -0.632 0.372 -0.057 0.040 -0.037 0.193 |\n",
"| p4415_p | 0.482 -0.279 -0.505 -0.639 1.000 -0.032 0.442 0.364 -0.010 0.016 -0.413 -0.541 0.106 0.028 -0.574 -0.379 -0.415 -0.258 0.548 -0.207 0.033 -0.007 0.025 -0.148 |\n",
"| omega_p | -0.029 0.044 0.054 0.035 -0.032 1.000 -0.043 -0.028 0.022 -0.009 0.051 0.042 -0.002 -0.012 0.057 0.065 0.039 0.019 -0.022 0.017 0.025 -0.177 0.632 0.257 |\n",
"| Ctt | 0.332 -0.511 -0.768 -0.545 0.442 -0.043 1.000 0.357 -0.017 0.310 -0.698 -0.728 0.125 0.334 -0.772 -0.541 -0.585 -0.088 0.240 -0.108 0.053 -0.031 0.035 -0.203 |\n",
"| p3770_s | 0.318 -0.260 -0.502 -0.477 0.364 -0.028 0.357 1.000 -0.010 0.196 -0.489 -0.481 -0.085 0.154 -0.488 -0.298 -0.327 -0.136 0.329 -0.280 0.028 -0.012 0.021 -0.129 |\n",
"| phi_p | -0.010 0.012 0.023 0.009 -0.010 0.022 -0.017 -0.010 1.000 -0.004 0.023 0.019 0.000 -0.005 0.025 0.021 0.017 0.006 -0.005 0.013 0.722 -0.044 -0.041 -0.005 |\n",
"| p4040_s | -0.027 -0.128 -0.146 -0.209 0.016 -0.009 0.310 0.196 -0.004 1.000 -0.201 -0.127 0.036 0.126 -0.198 -0.099 -0.108 0.061 -0.207 -0.078 0.007 0.001 0.006 -0.039 |\n",
"| p3770_p | -0.323 0.716 0.745 0.551 -0.413 0.051 -0.698 -0.489 0.023 -0.201 1.000 0.722 0.022 -0.234 0.864 0.601 0.641 0.182 -0.220 0.404 -0.065 0.046 -0.043 0.244 |\n",
"| DDstar_p | -0.518 0.598 0.813 0.739 -0.541 0.042 -0.728 -0.481 0.019 -0.127 0.722 1.000 -0.042 -0.174 0.912 0.504 0.528 0.287 -0.483 0.475 -0.066 0.067 -0.041 0.222 |\n",
"| psi2s_p | 0.052 0.116 -0.088 -0.217 0.106 -0.002 0.125 -0.085 0.000 0.036 0.022 -0.042 1.000 -0.017 -0.024 -0.019 -0.013 -0.028 0.154 -0.090 0.002 -0.005 0.001 -0.012 |\n",
"| p4160_s | 0.344 -0.179 -0.204 -0.228 0.028 -0.012 0.334 0.154 -0.005 0.126 -0.234 -0.174 -0.017 1.000 -0.245 -0.117 -0.133 0.163 -0.010 -0.081 0.007 0.005 0.007 -0.046 |\n",
"| Dbar_s | -0.508 0.743 0.868 0.757 -0.574 0.057 -0.772 -0.488 0.025 -0.198 0.864 0.912 -0.024 -0.245 1.000 0.659 0.706 0.264 -0.431 0.493 -0.074 0.059 -0.048 0.276 |\n",
"| bplus_0 | -0.319 0.489 0.628 0.447 -0.379 0.065 -0.541 -0.298 0.021 -0.099 0.601 0.504 -0.019 -0.117 0.659 1.000 0.260 0.239 -0.265 0.201 -0.062 0.005 -0.047 0.287 |\n",
"| bplus_1 | -0.349 0.542 0.676 0.477 -0.415 0.039 -0.585 -0.327 0.017 -0.108 0.641 0.528 -0.013 -0.133 0.706 0.260 1.000 0.262 -0.291 0.214 -0.057 0.069 -0.037 0.210 |\n",
"| p4415_s | -0.131 0.153 0.245 0.221 -0.258 0.019 -0.088 -0.136 0.006 0.061 0.182 0.287 -0.028 0.163 0.264 0.239 0.262 1.000 -0.127 0.054 -0.021 0.005 -0.015 0.087 |\n",
"| p4160_p | 0.510 -0.092 -0.395 -0.632 0.548 -0.022 0.240 0.329 -0.005 -0.207 -0.220 -0.483 0.154 -0.010 -0.431 -0.265 -0.291 -0.127 1.000 -0.208 0.026 -0.010 0.019 -0.111 |\n",
"| bplus_2 | -0.262 0.365 0.465 0.372 -0.207 0.017 -0.108 -0.280 0.013 -0.078 0.404 0.475 -0.090 -0.081 0.493 0.201 0.214 0.054 -0.208 1.000 -0.094 0.191 -0.046 0.207 |\n",
"| phi_s | 0.030 -0.049 -0.069 -0.057 0.033 0.025 0.053 0.028 0.722 0.007 -0.065 -0.066 0.002 0.007 -0.074 -0.062 -0.057 -0.021 0.026 -0.094 1.000 0.006 0.012 -0.033 |\n",
"| rho_p | -0.013 -0.005 0.048 0.040 -0.007 -0.177 -0.031 -0.012 -0.044 0.001 0.046 0.067 -0.005 0.005 0.059 0.005 0.069 0.005 -0.010 0.191 0.006 1.000 0.089 0.150 |\n",
"| omega_s | 0.022 -0.038 -0.046 -0.037 0.025 0.632 0.035 0.021 -0.041 0.006 -0.043 -0.041 0.001 0.007 -0.048 -0.047 -0.037 -0.015 0.019 -0.046 0.012 0.089 1.000 -0.105 |\n",
"| rho_s | -0.134 0.195 0.262 0.193 -0.148 0.257 -0.203 -0.129 -0.005 -0.039 0.244 0.222 -0.012 -0.046 0.276 0.287 0.210 0.087 -0.111 0.207 -0.033 0.150 -0.105 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.16976107852228806}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.0436341371951694}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.8632531501741667}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5999017122654228}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.18376993444370449}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2716640296091337}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.23037038456963366}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2578658750279481}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.24352322424017903}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1557662568030701}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1844777578586816}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6135965353318018}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03207793987452767}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15526191987971716}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.48785748662319994}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.009121780464896423}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.019105586365501415}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.17695368708118975}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11003019212504528}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.05978039933655821}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0814063481269045}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4241671849072759}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1441736175152277}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.34300003755217656})])\n",
"Step: 2/11\n",
"Current Ctt: 0.6900655593423543\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1022 (1022 total) |\n",
"| EDM = 0.00017 (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: 297342.68940728466\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.56 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.5 | 2.2 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.18 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.6 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 3.0 | 0.3 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.16 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 1.21 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.77 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | -0.8 | 0.7 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.07 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.19 | 0.47 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.434 | 0.014 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.808 | 0.031 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.42 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.29 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.38 | 0.06 | | | -2 | 2 | |\n",
"| 19| phi_s | 19.9 | 1.3 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | 0.06 | 0.48 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 8.4 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.758 0.750 0.377 0.582 0.004 0.535 0.022 -0.415 0.776 0.443 0.644 0.106 -0.805 0.092 -0.094 0.015 0.752 0.080 -0.025 0.097 -0.003 0.028 |\n",
"| jpsi_p | 0.758 1.000 0.910 0.455 0.596 0.007 0.633 0.022 -0.365 0.888 0.533 0.794 -0.143 -0.874 0.076 -0.061 -0.041 0.818 0.017 -0.016 0.057 -0.002 0.011 |\n",
"| Dbar_p | 0.750 0.910 1.000 0.590 0.576 0.004 0.622 0.030 -0.311 0.911 0.760 0.842 -0.085 -0.916 0.091 -0.163 0.016 0.780 0.133 -0.022 0.114 0.002 0.016 |\n",
"| DDstar_s | 0.377 0.455 0.590 1.000 0.232 0.001 0.336 0.015 -0.202 0.507 0.538 0.447 -0.081 -0.592 0.048 -0.095 0.009 0.369 0.036 -0.011 0.059 0.001 0.003 |\n",
"| p4415_p | 0.582 0.596 0.576 0.232 1.000 0.001 0.434 0.015 -0.415 0.606 0.339 0.508 -0.255 -0.627 0.069 -0.107 -0.168 0.673 0.159 -0.027 0.095 -0.005 0.028 |\n",
"| omega_p | 0.004 0.007 0.004 0.001 0.001 1.000 0.003 0.024 -0.001 0.010 -0.022 0.003 0.001 -0.000 0.078 -0.032 0.009 0.007 -0.040 0.038 -0.186 0.730 0.283 |\n",
"| p3770_s | 0.535 0.633 0.622 0.336 0.434 0.003 1.000 0.018 -0.135 0.533 0.384 0.468 -0.030 -0.683 0.085 -0.070 0.007 0.567 0.006 -0.022 0.081 -0.003 0.022 |\n",
"| phi_p | 0.022 0.022 0.030 0.015 0.015 0.024 0.018 1.000 -0.012 0.028 0.015 0.024 -0.006 -0.030 0.012 -0.008 0.001 0.024 -0.020 0.809 -0.051 -0.039 -0.011 |\n",
"| p4040_s | -0.415 -0.365 -0.311 -0.202 -0.415 -0.001 -0.135 -0.012 1.000 -0.360 -0.121 -0.301 0.074 0.360 -0.013 0.093 0.127 -0.556 -0.195 0.006 -0.040 -0.001 -0.002 |\n",
"| p3770_p | 0.776 0.888 0.911 0.507 0.606 0.010 0.533 0.028 -0.360 1.000 0.551 0.794 -0.116 -0.878 0.109 -0.079 -0.027 0.823 0.071 -0.022 0.095 -0.001 0.032 |\n",
"| DDstar_p | 0.443 0.533 0.760 0.538 0.339 -0.022 0.384 0.015 -0.121 0.551 1.000 0.591 0.007 -0.686 -0.010 -0.438 0.039 0.403 0.299 -0.014 0.108 0.007 -0.067 |\n",
"| psi2s_p | 0.644 0.794 0.842 0.447 0.508 0.003 0.468 0.024 -0.301 0.794 0.591 1.000 -0.138 -0.848 0.073 -0.107 -0.017 0.706 -0.047 -0.014 0.079 0.003 0.002 |\n",
"| p4160_s | 0.106 -0.143 -0.085 -0.081 -0.255 0.001 -0.030 -0.006 0.074 -0.116 0.007 -0.138 1.000 0.115 0.032 0.079 0.284 -0.203 -0.145 -0.008 0.000 -0.005 0.021 |\n",
"| Dbar_s | -0.805 -0.874 -0.916 -0.592 -0.627 -0.000 -0.683 -0.030 0.360 -0.878 -0.686 -0.848 0.115 1.000 -0.071 0.207 0.043 -0.830 -0.029 0.012 -0.098 -0.007 0.015 |\n",
"| bplus_0 | 0.092 0.076 0.091 0.048 0.069 0.078 0.085 0.012 -0.013 0.109 -0.010 0.073 0.032 -0.071 1.000 -0.692 0.041 0.094 -0.139 -0.022 -0.111 -0.020 0.235 |\n",
"| bplus_1 | -0.094 -0.061 -0.163 -0.095 -0.107 -0.032 -0.070 -0.008 0.093 -0.079 -0.438 -0.107 0.079 0.207 -0.692 1.000 0.153 -0.085 -0.261 0.007 0.069 0.004 -0.065 |\n",
"| p4415_s | 0.015 -0.041 0.016 0.009 -0.168 0.009 0.007 0.001 0.127 -0.027 0.039 -0.017 0.284 0.043 0.041 0.153 1.000 -0.024 -0.300 0.005 -0.028 0.001 0.016 |\n",
"| p4160_p | 0.752 0.818 0.780 0.369 0.673 0.007 0.567 0.024 -0.556 0.823 0.403 0.706 -0.203 -0.830 0.094 -0.085 -0.024 1.000 0.113 -0.025 0.097 -0.003 0.033 |\n",
"| bplus_2 | 0.080 0.017 0.133 0.036 0.159 -0.040 0.006 -0.020 -0.195 0.071 0.299 -0.047 -0.145 -0.029 -0.139 -0.261 -0.300 0.113 1.000 -0.084 0.252 -0.030 0.052 |\n",
"| phi_s | -0.025 -0.016 -0.022 -0.011 -0.027 0.038 -0.022 0.809 0.006 -0.022 -0.014 -0.014 -0.008 0.012 -0.022 0.007 0.005 -0.025 -0.084 1.000 -0.009 0.009 -0.020 |\n",
"| rho_p | 0.097 0.057 0.114 0.059 0.095 -0.186 0.081 -0.051 -0.040 0.095 0.108 0.079 0.000 -0.098 -0.111 0.069 -0.028 0.097 0.252 -0.009 1.000 0.056 0.132 |\n",
"| omega_s | -0.003 -0.002 0.002 0.001 -0.005 0.730 -0.003 -0.039 -0.001 -0.001 0.007 0.003 -0.005 -0.007 -0.020 0.004 0.001 -0.003 -0.030 0.009 0.056 1.000 -0.051 |\n",
"| rho_s | 0.028 0.011 0.016 0.003 0.028 0.283 0.022 -0.011 -0.002 0.032 -0.067 0.002 0.021 0.015 0.235 -0.065 0.016 0.033 0.052 -0.020 0.132 -0.051 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2610898496942118}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.07448281751558206}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.2237808692143277}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4344372637367423}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.1969300292277556}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3425066942804249}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.3216720275204783}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.303377694159793}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1805397539207868}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.2755851843385406}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.7251539020913786}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.06416140338350562}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16603471092759392}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.47291889477970545}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.014263617580737353}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.031347027076492506}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1901759773275824}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.18676853081543277}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.058059863634335795}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.3377544137502468}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4780217974687604}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.3768880093816591}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.36845576384454537})])\n",
"Step: 3/11\n",
"Current Ctt: 0.8451542547285166\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1085 (1085 total) |\n",
"| EDM = 1.5E-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: 297452.49771651736\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.66 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.49 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.7 | 1.1 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.53 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.40 | 0.27 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.51 | 0.28 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.57 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.21 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.86 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.16 | 1.28 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.18 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.444 | 0.020 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.75 | 0.04 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.52 | 0.21 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.30 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.30 | 0.08 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.4 | 1.2 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.27 | 0.49 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 8.5 | 1.5 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.511 0.087 0.061 0.457 -0.000 -0.118 0.176 0.000 -0.249 0.480 0.364 0.259 0.240 0.021 0.030 -0.095 -0.053 0.518 0.006 -0.018 0.029 -0.001 -0.009 |\n",
"| jpsi_p | 0.511 1.000 -0.102 0.097 0.554 -0.003 -0.101 0.242 0.026 -0.091 0.420 0.630 0.436 -0.006 -0.133 -0.031 -0.065 -0.137 0.641 0.020 0.022 -0.058 -0.005 -0.025 |\n",
"| Dbar_p | 0.087 -0.102 1.000 -0.222 -0.159 -0.012 0.591 0.213 -0.004 -0.185 0.307 -0.755 0.291 -0.098 0.276 -0.019 -0.278 -0.113 -0.076 0.039 0.003 -0.016 0.005 -0.057 |\n",
"| DDstar_s | 0.061 0.097 -0.222 1.000 0.135 -0.002 -0.128 -0.012 0.001 0.050 -0.063 0.227 0.014 0.040 -0.081 -0.002 -0.093 -0.020 0.094 0.057 -0.003 0.004 0.000 -0.013 |\n",
"| p4415_p | 0.457 0.554 -0.159 0.135 1.000 0.004 -0.138 0.157 -0.002 -0.179 0.340 0.545 0.267 -0.066 -0.049 0.037 -0.042 -0.182 0.628 0.111 -0.026 0.053 -0.002 0.012 |\n",
"| omega_p | -0.000 -0.003 -0.012 -0.002 0.004 1.000 -0.008 -0.002 0.002 0.005 -0.002 0.013 -0.002 0.004 -0.008 0.069 -0.054 0.006 0.002 -0.018 0.032 -0.038 0.826 0.353 |\n",
"| Ctt | -0.118 -0.101 0.591 -0.128 -0.138 -0.008 1.000 0.052 -0.023 0.214 -0.097 -0.546 0.196 0.217 0.262 -0.002 -0.240 0.070 -0.296 0.609 -0.037 0.089 -0.004 -0.001 |\n",
"| p3770_s | 0.176 0.242 0.213 -0.012 0.157 -0.002 0.052 1.000 -0.005 0.059 0.048 0.053 0.024 0.031 0.084 0.028 -0.071 -0.020 0.176 -0.016 -0.017 0.024 -0.001 -0.007 |\n",
"| phi_p | 0.000 0.026 -0.004 0.001 -0.002 0.002 -0.023 -0.005 1.000 -0.009 0.012 0.017 0.008 -0.015 -0.001 0.020 -0.029 0.005 0.008 -0.078 0.742 -0.254 -0.060 -0.021 |\n",
"| p4040_s | -0.249 -0.091 -0.185 0.050 -0.179 0.005 0.214 0.059 -0.009 1.000 -0.246 0.048 -0.054 0.125 -0.044 0.021 0.120 0.229 -0.424 0.096 -0.015 0.038 -0.004 0.037 |\n",
"| p3770_p | 0.480 0.420 0.307 -0.063 0.340 -0.002 -0.097 0.048 0.012 -0.246 1.000 0.140 0.287 -0.104 -0.037 0.018 -0.145 -0.187 0.499 -0.111 0.007 -0.027 0.003 -0.033 |\n",
"| DDstar_p | 0.364 0.630 -0.755 0.227 0.545 0.013 -0.546 0.053 0.017 0.048 0.140 1.000 0.157 0.073 -0.230 0.027 0.141 -0.014 0.561 -0.052 0.001 0.010 0.001 0.030 |\n",
"| psi2s_p | 0.259 0.436 0.291 0.014 0.267 -0.002 0.196 0.024 0.008 -0.054 0.287 0.157 1.000 -0.042 0.056 -0.006 -0.107 -0.071 0.329 -0.014 0.000 -0.006 0.001 -0.025 |\n",
"| p4160_s | 0.240 -0.006 -0.098 0.040 -0.066 0.004 0.217 0.031 -0.015 0.125 -0.104 0.073 -0.042 1.000 -0.016 0.047 0.080 0.350 -0.138 0.138 -0.031 0.066 -0.005 0.042 |\n",
"| Dbar_s | 0.021 -0.133 0.276 -0.081 -0.049 -0.008 0.262 0.084 -0.001 -0.044 -0.037 -0.230 0.056 -0.016 1.000 -0.021 -0.170 -0.069 -0.050 0.043 0.006 -0.017 0.002 -0.036 |\n",
"| bplus_0 | 0.030 -0.031 -0.019 -0.002 0.037 0.069 -0.002 0.028 0.020 0.021 0.018 0.027 -0.006 0.047 -0.021 1.000 -0.868 0.013 0.024 -0.039 -0.008 -0.038 -0.009 0.263 |\n",
"| bplus_1 | -0.095 -0.065 -0.278 -0.093 -0.042 -0.054 -0.240 -0.071 -0.029 0.120 -0.145 0.141 -0.107 0.080 -0.170 -0.868 1.000 0.184 -0.099 -0.179 -0.005 0.057 0.006 -0.188 |\n",
"| p4415_s | -0.053 -0.137 -0.113 -0.020 -0.182 0.006 0.070 -0.020 0.005 0.229 -0.187 -0.014 -0.071 0.350 -0.069 0.013 0.184 1.000 -0.147 -0.157 0.010 -0.019 0.000 0.024 |\n",
"| p4160_p | 0.518 0.641 -0.076 0.094 0.628 0.002 -0.296 0.176 0.008 -0.424 0.499 0.561 0.329 -0.138 -0.050 0.024 -0.099 -0.147 1.000 -0.004 -0.010 0.015 0.001 -0.012 |\n",
"| bplus_2 | 0.006 0.020 0.039 0.057 0.111 -0.018 0.609 -0.016 -0.078 0.096 -0.111 -0.052 -0.014 0.138 0.043 -0.039 -0.179 -0.157 -0.004 1.000 -0.131 0.282 -0.017 0.038 |\n",
"| phi_s | -0.018 0.022 0.003 -0.003 -0.026 0.032 -0.037 -0.017 0.742 -0.015 0.007 0.001 0.000 -0.031 0.006 -0.008 -0.005 0.010 -0.010 -0.131 1.000 -0.167 0.004 -0.045 |\n",
"| rho_p | 0.029 -0.058 -0.016 0.004 0.053 -0.038 0.089 0.024 -0.254 0.038 -0.027 0.010 -0.006 0.066 -0.017 -0.038 0.057 -0.019 0.015 0.282 -0.167 1.000 0.058 0.197 |\n",
"| omega_s | -0.001 -0.005 0.005 0.000 -0.002 0.826 -0.004 -0.001 -0.060 -0.004 0.003 0.001 0.001 -0.005 0.002 -0.009 0.006 0.000 0.001 -0.017 0.004 0.058 1.000 0.048 |\n",
"| rho_s | -0.009 -0.025 -0.057 -0.013 0.012 0.353 -0.001 -0.007 -0.021 0.037 -0.033 0.030 -0.025 0.042 -0.036 0.263 -0.188 0.024 -0.012 0.038 -0.045 0.197 0.048 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.19381892433865677}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.044716514883899716}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.06242403708919}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.37243903642576304}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.19092841832304996}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3867286335410238}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.2665357796777583}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.28196039087032876}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2399267835373009}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.19109492997405253}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1455050955437709}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.277843906916213}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04091251837860721}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.18820159980892748}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.37618660037780716}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.02009261504882165}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03577765524595988}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.20766931988295756}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.15368510473930952}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08399779785673678}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.198876880849701}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4873111568351556}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.5457151222934282}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3386459825164503})])\n",
"Step: 3/11\n",
"Current Ctt: 0.8451542547285166\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1013 (1013 total) |\n",
"| EDM = 2.3E-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: 297454.06270613667\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.63 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.50 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.4 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.54 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.54 | 0.27 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.58 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 1.10 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.81 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.4 | 0.9 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.07 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.08 | 0.18 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.444 | 0.020 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.74 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.47 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.25 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.41 | 0.06 | | | -2 | 2 | |\n",
"| 19| phi_s | 19.5 | 1.2 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.4 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 8.5 | 1.5 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.497 0.074 0.082 0.459 -0.006 0.151 -0.010 -0.169 0.360 0.509 0.250 0.359 0.012 0.032 -0.230 -0.047 0.465 0.261 -0.034 0.056 -0.002 -0.027 |\n",
"| jpsi_p | 0.497 1.000 0.131 0.055 0.505 -0.014 0.280 0.021 -0.109 0.392 0.651 0.484 -0.004 -0.063 -0.041 -0.283 -0.198 0.616 0.123 0.019 -0.073 -0.006 -0.059 |\n",
"| Dbar_p | 0.074 0.131 1.000 -0.100 -0.100 0.006 0.113 0.005 -0.220 0.483 -0.484 0.176 -0.156 0.061 0.019 0.146 0.001 0.068 -0.309 0.005 -0.011 0.002 0.016 |\n",
"| DDstar_s | 0.082 0.055 -0.100 1.000 0.119 -0.007 0.031 -0.001 0.038 -0.061 0.166 0.070 0.043 -0.023 -0.007 -0.202 -0.058 0.079 0.132 -0.003 -0.004 0.001 -0.034 |\n",
"| p4415_p | 0.459 0.505 -0.100 0.119 1.000 -0.006 0.188 -0.010 -0.163 0.261 0.622 0.309 -0.022 -0.019 0.029 -0.263 -0.242 0.619 0.306 -0.033 0.057 -0.001 -0.031 |\n",
"| omega_p | -0.006 -0.014 0.006 -0.007 -0.006 1.000 -0.002 0.003 0.002 -0.001 -0.007 -0.005 0.001 -0.002 0.069 -0.053 0.007 -0.007 -0.030 0.031 -0.009 0.825 0.367 |\n",
"| p3770_s | 0.151 0.280 0.113 0.031 0.188 -0.002 1.000 -0.009 0.139 -0.049 0.233 -0.020 0.082 0.027 0.033 -0.084 -0.001 0.175 0.066 -0.025 0.040 -0.002 -0.007 |\n",
"| phi_p | -0.010 0.021 0.005 -0.001 -0.010 0.003 -0.009 1.000 0.000 0.003 0.006 0.006 -0.010 0.002 0.021 -0.033 0.010 -0.006 -0.086 0.739 -0.257 -0.061 0.011 |\n",
"| p4040_s | -0.169 -0.109 -0.220 0.038 -0.163 0.002 0.139 0.000 1.000 -0.157 0.071 -0.033 -0.012 -0.043 0.008 0.086 0.160 -0.367 -0.211 0.004 -0.011 0.000 0.010 |\n",
"| p3770_p | 0.360 0.392 0.483 -0.061 0.261 -0.001 -0.049 0.003 -0.157 1.000 0.122 0.239 -0.030 -0.014 0.032 -0.115 -0.120 0.390 0.050 -0.009 0.007 -0.001 -0.014 |\n",
"| DDstar_p | 0.509 0.651 -0.484 0.166 0.622 -0.007 0.233 0.006 0.071 0.122 1.000 0.449 0.161 -0.065 0.005 -0.399 -0.165 0.606 0.370 -0.012 0.019 0.004 -0.060 |\n",
"| psi2s_p | 0.250 0.484 0.176 0.070 0.309 -0.005 -0.020 0.006 -0.033 0.239 0.449 1.000 -0.039 -0.010 -0.003 -0.150 -0.082 0.381 -0.052 -0.002 -0.012 0.001 -0.034 |\n",
"| p4160_s | 0.359 -0.004 -0.156 0.043 -0.022 0.001 0.082 -0.010 -0.012 -0.030 0.161 -0.039 1.000 -0.030 0.037 0.034 0.292 -0.038 -0.082 -0.018 0.030 -0.002 0.012 |\n",
"| Dbar_s | 0.012 -0.063 0.061 -0.023 -0.019 -0.002 0.027 0.002 -0.043 -0.014 -0.065 -0.010 -0.030 1.000 -0.008 -0.023 -0.029 0.001 -0.073 0.007 -0.018 0.001 -0.009 |\n",
"| bplus_0 | 0.032 -0.041 0.019 -0.007 0.029 0.069 0.033 0.021 0.008 0.032 0.005 -0.003 0.037 -0.008 1.000 -0.847 0.005 0.024 -0.148 -0.008 -0.015 -0.008 0.270 |\n",
"| bplus_1 | -0.230 -0.283 0.146 -0.202 -0.263 -0.053 -0.084 -0.033 0.086 -0.115 -0.399 -0.150 0.034 -0.023 -0.847 1.000 0.218 -0.325 -0.190 -0.004 0.038 0.005 -0.182 |\n",
"| p4415_s | -0.047 -0.198 0.001 -0.058 -0.242 0.007 -0.001 0.010 0.160 -0.120 -0.165 -0.082 0.292 -0.029 0.005 0.218 1.000 -0.165 -0.410 0.022 -0.045 0.002 0.023 |\n",
"| p4160_p | 0.465 0.616 0.068 0.079 0.619 -0.007 0.175 -0.006 -0.367 0.390 0.606 0.381 -0.038 0.001 0.024 -0.325 -0.165 1.000 0.386 -0.031 0.051 -0.001 -0.040 |\n",
"| bplus_2 | 0.261 0.123 -0.309 0.132 0.306 -0.030 0.066 -0.086 -0.211 0.050 0.370 -0.052 -0.082 -0.073 -0.148 -0.190 -0.410 0.386 1.000 -0.135 0.268 -0.012 -0.054 |\n",
"| phi_s | -0.034 0.019 0.005 -0.003 -0.033 0.031 -0.025 0.739 0.004 -0.009 -0.012 -0.002 -0.018 0.007 -0.008 -0.004 0.022 -0.031 -0.135 1.000 -0.170 0.003 -0.023 |\n",
"| rho_p | 0.056 -0.073 -0.011 -0.004 0.057 -0.009 0.040 -0.257 -0.011 0.007 0.019 -0.012 0.030 -0.018 -0.015 0.038 -0.045 0.051 0.268 -0.170 1.000 0.056 0.176 |\n",
"| omega_s | -0.002 -0.006 0.002 0.001 -0.001 0.825 -0.002 -0.061 0.000 -0.001 0.004 0.001 -0.002 0.001 -0.008 0.005 0.002 -0.001 -0.012 0.003 0.056 1.000 0.050 |\n",
"| rho_s | -0.027 -0.059 0.016 -0.034 -0.031 0.367 -0.007 0.011 0.010 -0.014 -0.060 -0.034 0.012 -0.009 0.270 -0.182 0.023 -0.040 -0.054 -0.023 0.176 0.050 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20319640801530103}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04108123143062814}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.5521140807019638}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.0902811474218177}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.19376602332286597}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3821944738036054}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2731252631001799}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.23849631641738167}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17516880274276714}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.13539726143118913}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.8746170838230709}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04013478920408886}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17664199884815424}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.051078091849442786}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.019686348362052186}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.0359253091056444}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.20494067921673487}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.14458676381232594}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06144317934944721}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.196020194527863}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.5114575378554567}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.5410777281661754}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33441898812800264})])\n",
"Step: 4/11\n",
"Current Ctt: 0.9759000729485332\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1150 (1150 total) |\n",
"| EDM = 0.000599 (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: 297465.9905098843\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.48 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.53 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.15 | 1.08 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.28 | 0.40 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.47 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.34 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.70 | 0.13 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.46 | 0.25 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.78 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.89 | 0.16 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.96 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 1.6 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.16 | 0.14 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.468 | 0.006 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.930 | 0.012 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.32 | 0.16 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.15 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.16 | 0.05 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.9 | 0.8 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | 0.014 | 0.246 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.4 | 1.0 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.20 | 0.29 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.723 0.690 0.754 0.700 0.016 -0.473 0.432 0.059 0.351 0.550 0.639 0.571 0.447 0.397 0.288 0.306 -0.106 0.733 0.206 0.033 0.001 0.001 0.044 |\n",
"| jpsi_p | 0.723 1.000 0.871 0.937 0.822 0.011 -0.439 0.572 0.080 0.503 0.622 0.786 0.751 0.333 0.611 0.362 0.396 -0.161 0.880 0.236 0.059 -0.040 -0.008 0.049 |\n",
"| Dbar_p | 0.690 0.871 1.000 0.970 0.820 0.016 -0.523 0.512 0.077 0.517 0.529 0.798 0.705 0.348 0.624 0.398 0.428 -0.151 0.862 0.255 0.050 -0.017 -0.003 0.058 |\n",
"| DDstar_s | 0.754 0.937 0.970 1.000 0.867 0.018 -0.523 0.581 0.081 0.540 0.620 0.827 0.780 0.364 0.629 0.407 0.438 -0.162 0.921 0.254 0.052 -0.014 -0.001 0.059 |\n",
"| p4415_p | 0.700 0.822 0.820 0.867 1.000 0.017 -0.447 0.520 0.068 0.423 0.573 0.702 0.678 0.275 0.508 0.348 0.370 -0.197 0.844 0.261 0.038 0.000 -0.000 0.054 |\n",
"| omega_p | 0.016 0.011 0.016 0.018 0.017 1.000 -0.010 0.013 -0.046 0.011 0.011 0.011 0.015 0.008 0.008 0.003 0.013 -0.005 0.018 0.024 0.009 0.023 0.629 0.078 |\n",
"| Ctt | -0.473 -0.439 -0.523 -0.523 -0.447 -0.010 1.000 -0.329 -0.037 -0.132 -0.385 -0.384 -0.319 -0.056 -0.482 -0.242 -0.258 0.229 -0.545 0.203 -0.024 0.011 -0.002 -0.027 |\n",
"| p3770_s | 0.432 0.572 0.512 0.581 0.520 0.013 -0.329 1.000 0.044 0.383 0.261 0.483 0.386 0.232 0.267 0.246 0.259 -0.085 0.547 0.131 0.019 0.009 0.001 0.037 |\n",
"| phi_p | 0.059 0.080 0.077 0.081 0.068 -0.046 -0.037 0.044 1.000 0.041 0.053 0.071 0.063 0.026 0.054 0.028 0.023 -0.011 0.074 -0.014 0.426 -0.203 -0.093 -0.038 |\n",
"| p4040_s | 0.351 0.503 0.517 0.540 0.423 0.011 -0.132 0.383 0.041 1.000 0.330 0.382 0.413 0.176 0.311 0.259 0.274 0.005 0.386 0.137 0.018 0.006 -0.001 0.039 |\n",
"| p3770_p | 0.550 0.622 0.529 0.620 0.573 0.011 -0.385 0.261 0.053 0.330 1.000 0.562 0.506 0.220 0.414 0.275 0.289 -0.139 0.632 0.156 0.032 -0.009 -0.002 0.037 |\n",
"| DDstar_p | 0.639 0.786 0.798 0.827 0.702 0.011 -0.384 0.483 0.071 0.382 0.562 1.000 0.625 0.240 0.405 0.473 0.509 -0.191 0.783 0.199 0.047 -0.023 -0.009 0.066 |\n",
"| psi2s_p | 0.571 0.751 0.705 0.780 0.678 0.015 -0.319 0.386 0.063 0.413 0.506 0.625 1.000 0.254 0.435 0.311 0.336 -0.125 0.728 0.155 0.039 -0.010 -0.001 0.046 |\n",
"| p4160_s | 0.447 0.333 0.348 0.364 0.275 0.008 -0.056 0.232 0.026 0.176 0.220 0.240 0.254 1.000 0.188 0.196 0.203 0.154 0.302 0.127 0.006 0.014 -0.001 0.031 |\n",
"| Dbar_s | 0.397 0.611 0.624 0.629 0.508 0.008 -0.482 0.267 0.054 0.311 0.414 0.405 0.435 0.188 1.000 0.382 0.408 -0.077 0.546 0.255 0.029 -0.008 -0.009 0.057 |\n",
"| bplus_0 | 0.288 0.362 0.398 0.407 0.348 0.003 -0.242 0.246 0.028 0.259 0.275 0.473 0.311 0.196 0.382 1.000 -0.090 0.029 0.357 -0.029 -0.000 0.002 -0.023 0.108 |\n",
"| bplus_1 | 0.306 0.396 0.428 0.438 0.370 0.013 -0.258 0.259 0.023 0.274 0.289 0.509 0.336 0.203 0.408 -0.090 1.000 0.030 0.381 -0.044 0.004 0.037 0.003 0.050 |\n",
"| p4415_s | -0.106 -0.161 -0.151 -0.162 -0.197 -0.005 0.229 -0.085 -0.011 0.005 -0.139 -0.191 -0.125 0.154 -0.077 0.029 0.030 1.000 -0.148 -0.140 -0.007 -0.007 -0.004 -0.003 |\n",
"| p4160_p | 0.733 0.880 0.862 0.921 0.844 0.018 -0.545 0.547 0.074 0.386 0.632 0.783 0.728 0.302 0.546 0.357 0.381 -0.148 1.000 0.252 0.045 -0.007 0.000 0.053 |\n",
"| bplus_2 | 0.206 0.236 0.255 0.254 0.261 0.024 0.203 0.131 -0.014 0.137 0.156 0.199 0.155 0.127 0.255 -0.029 -0.044 -0.140 0.252 1.000 -0.074 0.171 0.010 0.072 |\n",
"| phi_s | 0.033 0.059 0.050 0.052 0.038 0.009 -0.024 0.019 0.426 0.018 0.032 0.047 0.039 0.006 0.029 -0.000 0.004 -0.007 0.045 -0.074 1.000 -0.053 0.002 -0.043 |\n",
"| rho_p | 0.001 -0.040 -0.017 -0.014 0.000 0.023 0.011 0.009 -0.203 0.006 -0.009 -0.023 -0.010 0.014 -0.008 0.002 0.037 -0.007 -0.007 0.171 -0.053 1.000 0.253 0.236 |\n",
"| omega_s | 0.001 -0.008 -0.003 -0.001 -0.000 0.629 -0.002 0.001 -0.093 -0.001 -0.002 -0.009 -0.001 -0.001 -0.009 -0.023 0.003 -0.004 0.000 0.010 0.002 0.253 1.000 -0.156 |\n",
"| rho_s | 0.044 0.049 0.058 0.059 0.054 0.078 -0.027 0.037 -0.038 0.039 0.037 0.066 0.046 0.031 0.057 0.108 0.050 -0.003 0.053 0.072 -0.043 0.236 -0.156 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2563136005916751}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.06468456242018839}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.0845540498691717}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.39744383221019536}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.2712617139930886}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2752845160517321}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1328981593856231}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2508575271033746}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.13422135988071604}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1572259471722336}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.12465836268003438}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.349680365070526}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04532464196539987}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.13823567123387148}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4120963495715207}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.005813212584894645}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.01162619111580454}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1557729908745693}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.21270924417506465}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.046298699603652516}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.7914403898162945}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.24629386475800885}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.0257113774058269}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.28538142922115356})])\n",
"Step: 4/11\n",
"Current Ctt: 0.9759000729485332\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1477 (1477 total) |\n",
"| EDM = 0.000217 (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: 297468.27737061726\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.36 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.49 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.85 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.32 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.34 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.4 | 0.3 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.79 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.82 | 0.24 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.84 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | -0.88 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.11 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.54 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.465 | 0.008 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.896 | 0.016 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.31 | 0.15 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -1.97 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.27 | 0.04 | | | -2 | 2 | |\n",
"| 19| phi_s | 20.0 | 0.7 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.021 | 0.236 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 7.4 | 0.9 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.19 | 0.26 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.783 0.235 -0.828 0.773 0.070 0.676 0.012 0.702 0.477 -0.680 0.756 0.751 -0.715 -0.687 -0.710 0.347 0.758 -0.135 -0.037 0.200 0.093 -0.111 |\n",
"| jpsi_p | 0.783 1.000 0.398 -0.941 0.852 0.074 0.802 0.016 0.811 0.528 -0.766 0.879 0.732 -0.831 -0.782 -0.803 0.348 0.865 -0.241 -0.029 0.198 0.101 -0.129 |\n",
"| Dbar_p | 0.235 0.398 1.000 -0.328 0.280 0.028 0.255 0.013 0.278 0.319 -0.110 0.324 0.240 -0.270 -0.181 -0.193 0.164 0.287 0.090 -0.014 0.081 0.032 -0.029 |\n",
"| DDstar_s | -0.828 -0.941 -0.328 1.000 -0.908 -0.085 -0.846 -0.016 -0.875 -0.535 0.782 -0.938 -0.794 0.907 0.830 0.856 -0.389 -0.908 0.237 0.040 -0.236 -0.114 0.136 |\n",
"| p4415_p | 0.773 0.852 0.280 -0.908 1.000 0.077 0.767 0.013 0.771 0.499 -0.707 0.842 0.698 -0.809 -0.746 -0.771 0.309 0.855 -0.183 -0.040 0.221 0.102 -0.121 |\n",
"| omega_p | 0.070 0.074 0.028 -0.085 0.077 1.000 0.072 -0.029 0.074 0.044 -0.065 0.079 0.068 -0.075 -0.070 -0.069 0.032 0.077 -0.001 0.006 0.009 0.558 0.077 |\n",
"| p3770_s | 0.676 0.802 0.255 -0.846 0.767 0.072 1.000 0.012 0.762 0.352 -0.677 0.753 0.677 -0.732 -0.688 -0.712 0.337 0.759 -0.181 -0.040 0.207 0.095 -0.112 |\n",
"| phi_p | 0.012 0.016 0.013 -0.016 0.013 -0.029 0.012 1.000 0.012 0.012 -0.017 0.013 0.010 -0.014 -0.016 -0.019 0.006 0.014 -0.032 0.379 -0.164 -0.071 -0.027 |\n",
"| p4040_s | 0.702 0.811 0.278 -0.875 0.771 0.074 0.762 0.012 1.000 0.469 -0.651 0.808 0.667 -0.790 -0.707 -0.730 0.366 0.733 -0.242 -0.040 0.213 0.099 -0.115 |\n",
"| p3770_p | 0.477 0.528 0.319 -0.535 0.499 0.044 0.352 0.012 0.469 1.000 -0.483 0.492 0.423 -0.429 -0.418 -0.435 0.188 0.520 -0.070 -0.021 0.122 0.057 -0.071 |\n",
"| DDstar_p | -0.680 -0.766 -0.110 0.782 -0.707 -0.065 -0.677 -0.017 -0.651 -0.483 1.000 -0.731 -0.581 0.720 0.569 0.588 -0.237 -0.755 0.206 0.027 -0.176 -0.084 0.095 |\n",
"| psi2s_p | 0.756 0.879 0.324 -0.938 0.842 0.079 0.753 0.013 0.808 0.492 -0.731 1.000 0.723 -0.825 -0.770 -0.793 0.357 0.848 -0.256 -0.040 0.222 0.105 -0.125 |\n",
"| p4160_s | 0.751 0.732 0.240 -0.794 0.698 0.068 0.677 0.010 0.667 0.423 -0.581 0.723 1.000 -0.718 -0.635 -0.657 0.407 0.703 -0.201 -0.039 0.197 0.089 -0.103 |\n",
"| Dbar_s | -0.715 -0.831 -0.270 0.907 -0.809 -0.075 -0.732 -0.014 -0.790 -0.429 0.720 -0.825 -0.718 1.000 0.743 0.766 -0.363 -0.793 0.177 0.034 -0.208 -0.100 0.121 |\n",
"| bplus_0 | -0.687 -0.782 -0.181 0.830 -0.746 -0.070 -0.688 -0.016 -0.707 -0.418 0.569 -0.770 -0.635 0.743 1.000 0.623 -0.271 -0.757 0.111 0.018 -0.183 -0.104 0.156 |\n",
"| bplus_1 | -0.710 -0.803 -0.193 0.856 -0.771 -0.069 -0.712 -0.019 -0.730 -0.435 0.588 -0.793 -0.657 0.766 0.623 1.000 -0.279 -0.782 0.120 0.022 -0.176 -0.096 0.129 |\n",
"| p4415_s | 0.347 0.348 0.164 -0.389 0.309 0.032 0.337 0.006 0.366 0.188 -0.237 0.357 0.407 -0.363 -0.271 -0.279 1.000 0.370 -0.247 -0.015 0.085 0.042 -0.049 |\n",
"| p4160_p | 0.758 0.865 0.287 -0.908 0.855 0.077 0.759 0.014 0.733 0.520 -0.755 0.848 0.703 -0.793 -0.757 -0.782 0.370 1.000 -0.151 -0.038 0.217 0.102 -0.123 |\n",
"| bplus_2 | -0.135 -0.241 0.090 0.237 -0.183 -0.001 -0.181 -0.032 -0.242 -0.070 0.206 -0.256 -0.201 0.177 0.111 0.120 -0.247 -0.151 1.000 -0.076 0.109 -0.021 0.076 |\n",
"| phi_s | -0.037 -0.029 -0.014 0.040 -0.040 0.006 -0.040 0.379 -0.040 -0.021 0.027 -0.040 -0.039 0.034 0.018 0.022 -0.015 -0.038 -0.076 1.000 -0.042 0.001 -0.030 |\n",
"| rho_p | 0.200 0.198 0.081 -0.236 0.221 0.009 0.207 -0.164 0.213 0.122 -0.176 0.222 0.197 -0.208 -0.183 -0.176 0.085 0.217 0.109 -0.042 1.000 0.239 0.166 |\n",
"| omega_s | 0.093 0.101 0.032 -0.114 0.102 0.558 0.095 -0.071 0.099 0.057 -0.084 0.105 0.089 -0.100 -0.104 -0.096 0.042 0.102 -0.021 0.001 0.239 1.000 -0.175 |\n",
"| rho_s | -0.111 -0.129 -0.029 0.136 -0.121 0.077 -0.112 -0.027 -0.115 -0.071 0.095 -0.125 -0.103 0.121 0.156 0.129 -0.049 -0.123 0.076 -0.030 0.166 -0.175 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2864972537053547}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.058335041762505924}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.20032692008418174}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5990294855458971}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.29609656355606173}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2404562989157517}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.33746192109377526}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.12321225905544475}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.2435692671170147}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.10511890176531113}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.26324160155428267}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.07039088110238634}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.19150406181877078}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.5398415444552368}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.007885416127223266}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.016257243020678325}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.15365905034940253}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.17490102588052947}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.03629403773410034}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.7334540519818162}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.23570279753004453}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.901558721931857}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.2649712646684871})])\n",
"Step: 5/11\n",
"Current Ctt: 1.0910894511799618\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1212 (1212 total) |\n",
"| EDM = 0.000518 (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: 297512.29330659437\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.48 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.51 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -1.1 | 0.8 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.58 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.49 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.5 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.48 | 0.20 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.50 | 0.25 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.75 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.10 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.05 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.9 | 1.2 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.31 | 0.18 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.30 | 0.39 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.514 | 0.018 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.58 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.18 | 0.10 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.27 | 0.09 | | | -2 | 2 | |\n",
"| 20| phi_s | 20.8 | 0.9 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.15 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.0 | 1.7 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.32 | 0.32 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.201 0.152 0.161 0.321 0.030 -0.256 -0.039 -0.013 -0.055 0.146 0.297 0.052 0.362 0.056 -0.187 -0.231 0.002 0.300 0.147 -0.026 0.038 0.040 -0.068 |\n",
"| jpsi_p | 0.201 1.000 0.703 0.527 0.468 0.032 -0.288 0.048 0.006 0.296 0.154 0.695 0.433 0.209 0.095 -0.423 -0.489 0.024 0.312 0.381 -0.003 -0.016 0.051 -0.152 |\n",
"| Dbar_p | 0.152 0.703 1.000 0.813 0.491 0.076 -0.563 -0.027 -0.020 0.386 0.181 0.830 0.489 0.274 0.037 -0.467 -0.575 0.108 0.236 0.461 -0.047 0.086 0.101 -0.168 |\n",
"| DDstar_s | 0.161 0.527 0.813 1.000 0.541 0.093 -0.444 0.019 -0.024 0.473 -0.095 0.901 0.510 0.342 -0.007 -0.663 -0.791 0.064 0.159 0.529 -0.040 0.067 0.129 -0.241 |\n",
"| p4415_p | 0.321 0.468 0.491 0.541 1.000 0.068 -0.264 0.062 -0.024 0.200 0.060 0.666 0.374 0.164 0.013 -0.438 -0.535 -0.106 0.445 0.430 -0.045 0.079 0.092 -0.155 |\n",
"| omega_p | 0.030 0.032 0.076 0.093 0.068 1.000 -0.035 0.011 -0.118 0.049 -0.010 0.097 0.053 0.040 -0.001 -0.089 -0.065 -0.005 0.032 0.096 -0.017 0.198 0.839 0.001 |\n",
"| Ctt | -0.256 -0.288 -0.563 -0.444 -0.264 -0.035 1.000 -0.010 -0.001 0.038 -0.276 -0.467 -0.149 0.065 0.014 0.249 0.286 0.097 -0.363 0.188 -0.001 0.021 -0.049 0.108 |\n",
"| p3770_s | -0.039 0.048 -0.027 0.019 0.062 0.011 -0.010 1.000 -0.010 0.152 -0.272 0.086 -0.131 0.065 0.029 -0.041 -0.059 0.027 -0.010 0.022 -0.018 0.025 0.013 -0.016 |\n",
"| phi_p | -0.013 0.006 -0.020 -0.024 -0.024 -0.118 -0.001 -0.010 1.000 -0.018 0.002 -0.020 -0.012 -0.022 0.002 0.013 0.006 0.003 -0.010 -0.077 0.563 -0.284 -0.166 -0.016 |\n",
"| p4040_s | -0.055 0.296 0.386 0.473 0.200 0.049 0.038 0.152 -0.018 1.000 -0.086 0.480 0.309 0.233 -0.032 -0.300 -0.369 0.188 -0.254 0.304 -0.034 0.061 0.066 -0.107 |\n",
"| p3770_p | 0.146 0.154 0.181 -0.095 0.060 -0.010 -0.276 -0.272 0.002 -0.086 1.000 0.016 -0.091 -0.056 0.146 0.101 0.096 -0.037 0.219 -0.060 -0.008 0.008 -0.016 0.031 |\n",
"| DDstar_p | 0.297 0.695 0.830 0.901 0.666 0.097 -0.467 0.086 -0.020 0.480 0.016 1.000 0.617 0.362 -0.033 -0.676 -0.808 0.038 0.348 0.531 -0.038 0.068 0.133 -0.247 |\n",
"| psi2s_p | 0.052 0.433 0.489 0.510 0.374 0.053 -0.149 -0.131 -0.012 0.309 -0.091 0.617 1.000 0.183 0.059 -0.397 -0.469 0.051 0.155 0.302 -0.024 0.036 0.074 -0.143 |\n",
"| p4160_s | 0.362 0.209 0.274 0.342 0.164 0.040 0.065 0.065 -0.022 0.233 -0.056 0.362 0.183 1.000 -0.019 -0.202 -0.265 0.314 -0.040 0.272 -0.040 0.072 0.052 -0.071 |\n",
"| Dbar_s | 0.056 0.095 0.037 -0.007 0.013 -0.001 0.014 0.029 0.002 -0.032 0.146 -0.033 0.059 -0.019 1.000 0.030 0.032 -0.002 0.072 -0.018 -0.001 0.004 -0.003 0.010 |\n",
"| bplus_0 | -0.187 -0.423 -0.467 -0.663 -0.438 -0.089 0.249 -0.041 0.013 -0.300 0.101 -0.676 -0.397 -0.202 0.030 1.000 0.309 0.058 -0.213 -0.443 0.009 -0.036 -0.131 0.270 |\n",
"| bplus_1 | -0.231 -0.489 -0.575 -0.791 -0.535 -0.065 0.286 -0.059 0.006 -0.369 0.096 -0.808 -0.469 -0.265 0.032 0.309 1.000 0.062 -0.262 -0.529 0.023 -0.022 -0.091 0.191 |\n",
"| p4415_s | 0.002 0.024 0.108 0.064 -0.106 -0.005 0.097 0.027 0.003 0.188 -0.037 0.038 0.051 0.314 -0.002 0.058 0.062 1.000 -0.075 -0.096 0.002 -0.005 -0.007 0.014 |\n",
"| p4160_p | 0.300 0.312 0.236 0.159 0.445 0.032 -0.363 -0.010 -0.010 -0.254 0.219 0.348 0.155 -0.040 0.072 -0.213 -0.262 -0.075 1.000 0.180 -0.022 0.034 0.043 -0.077 |\n",
"| bplus_2 | 0.147 0.381 0.461 0.529 0.430 0.096 0.188 0.022 -0.077 0.304 -0.060 0.531 0.302 0.272 -0.018 -0.443 -0.529 -0.096 0.180 1.000 -0.130 0.258 0.119 -0.105 |\n",
"| phi_s | -0.026 -0.003 -0.047 -0.040 -0.045 -0.017 -0.001 -0.018 0.563 -0.034 -0.008 -0.038 -0.024 -0.040 -0.001 0.009 0.023 0.002 -0.022 -0.130 1.000 -0.144 -0.032 -0.051 |\n",
"| rho_p | 0.038 -0.016 0.086 0.067 0.079 0.198 0.021 0.025 -0.284 0.061 0.008 0.068 0.036 0.072 0.004 -0.036 -0.022 -0.005 0.034 0.258 -0.144 1.000 0.307 0.235 |\n",
"| omega_s | 0.040 0.051 0.101 0.129 0.092 0.839 -0.049 0.013 -0.166 0.066 -0.016 0.133 0.074 0.052 -0.003 -0.131 -0.091 -0.007 0.043 0.119 -0.032 0.307 1.000 -0.224 |\n",
"| rho_s | -0.068 -0.152 -0.168 -0.241 -0.155 0.001 0.108 -0.016 -0.016 -0.107 0.031 -0.247 -0.143 -0.071 0.010 0.270 0.191 0.014 -0.077 -0.105 -0.051 0.235 -0.224 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.1744727549182905}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03702656144849126}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.815851964140085}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5816322998358264}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.18045731567262324}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.4169880995984361}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20180480212754848}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.25458626176741816}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1705605148687117}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1939751993710367}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.11505705399024646}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.2135138835327868}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03941241466633816}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.18171558582380665}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.39148851617079383}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.018408573357097335}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.04230238923766749}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19473647224791235}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10488872701693008}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09379078830404441}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9253460360421162}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.27758401142755806}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.7147721225267887}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.31534913235528406})])\n",
"Step: 5/11\n",
"Current Ctt: 1.0910894511799618\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1015 (1015 total) |\n",
"| EDM = 0.000103 (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: 297514.3215290939\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.4 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.50 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.31 | 0.54 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.25 | 0.13 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.5 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.5 | 0.3 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.75 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.96 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.89 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.9 | 2.9 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.19 | 0.20 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.510 | 0.025 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.87 | 0.12 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.56 | 0.28 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.12 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.40 | 0.13 | | | -2 | 2 | |\n",
"| 19| phi_s | 20.9 | 1.0 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.19 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 6.9 | 1.9 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.789 -0.240 -0.571 0.856 0.138 0.536 0.013 0.353 0.019 0.879 0.744 0.629 -0.400 -0.256 -0.816 -0.575 0.836 0.806 -0.020 -0.024 0.180 -0.360 |\n",
"| jpsi_p | 0.789 1.000 0.021 -0.532 0.830 0.111 0.585 0.036 0.378 0.158 0.862 0.814 0.429 -0.410 -0.267 -0.772 -0.579 0.849 0.732 0.009 -0.084 0.150 -0.352 |\n",
"| Dbar_p | -0.240 0.021 1.000 0.083 -0.276 -0.043 -0.191 -0.017 -0.193 0.580 -0.343 -0.130 -0.178 0.243 0.162 0.359 0.301 -0.218 -0.237 -0.032 0.092 -0.066 0.179 |\n",
"| DDstar_s | -0.571 -0.532 0.083 1.000 -0.634 -0.116 -0.411 -0.012 -0.390 0.163 -0.692 -0.597 -0.383 0.352 0.239 0.715 0.488 -0.574 -0.672 0.006 0.044 -0.155 0.322 |\n",
"| p4415_p | 0.856 0.830 -0.276 -0.634 1.000 0.147 0.610 0.017 0.400 -0.028 0.940 0.819 0.472 -0.463 -0.279 -0.872 -0.680 0.909 0.837 -0.015 -0.036 0.192 -0.387 |\n",
"| omega_p | 0.138 0.111 -0.043 -0.116 0.147 1.000 0.102 -0.147 0.075 -0.015 0.153 0.131 0.085 -0.077 -0.122 -0.115 -0.113 0.142 0.174 -0.028 0.226 0.873 -0.093 |\n",
"| p3770_s | 0.536 0.585 -0.191 -0.411 0.610 0.102 1.000 0.007 0.434 -0.210 0.652 0.482 0.381 -0.283 -0.178 -0.593 -0.403 0.574 0.558 -0.020 -0.011 0.133 -0.261 |\n",
"| phi_p | 0.013 0.036 -0.017 -0.012 0.017 -0.147 0.007 1.000 0.011 -0.007 0.026 0.024 0.002 -0.009 0.010 -0.036 -0.009 0.017 -0.033 0.582 -0.316 -0.190 -0.016 |\n",
"| p4040_s | 0.353 0.378 -0.193 -0.390 0.400 0.075 0.434 0.011 1.000 -0.097 0.497 0.421 0.241 -0.302 -0.143 -0.437 -0.227 0.285 0.313 -0.002 -0.035 0.098 -0.203 |\n",
"| p3770_p | 0.019 0.158 0.580 0.163 -0.028 -0.015 -0.210 -0.007 -0.097 1.000 -0.094 -0.008 -0.038 0.138 0.093 0.125 0.083 0.037 -0.021 -0.027 0.058 -0.026 0.075 |\n",
"| DDstar_p | 0.879 0.862 -0.343 -0.692 0.940 0.153 0.652 0.026 0.497 -0.094 1.000 0.878 0.535 -0.521 -0.310 -0.932 -0.681 0.916 0.860 -0.001 -0.064 0.202 -0.421 |\n",
"| psi2s_p | 0.744 0.814 -0.130 -0.597 0.819 0.131 0.482 0.024 0.421 -0.008 0.878 1.000 0.426 -0.410 -0.267 -0.794 -0.572 0.810 0.712 -0.004 -0.055 0.172 -0.361 |\n",
"| p4160_s | 0.629 0.429 -0.178 -0.383 0.472 0.085 0.381 0.002 0.241 -0.038 0.535 0.426 1.000 -0.295 -0.132 -0.475 -0.165 0.451 0.410 -0.021 -0.003 0.110 -0.208 |\n",
"| Dbar_s | -0.400 -0.410 0.243 0.352 -0.463 -0.077 -0.283 -0.009 -0.302 0.138 -0.521 -0.410 -0.295 1.000 0.153 0.470 0.321 -0.422 -0.476 0.006 0.021 -0.102 0.208 |\n",
"| bplus_0 | -0.256 -0.267 0.162 0.239 -0.279 -0.122 -0.178 0.010 -0.143 0.093 -0.310 -0.267 -0.132 0.153 1.000 -0.009 0.227 -0.269 -0.339 -0.019 -0.005 -0.170 0.318 |\n",
"| bplus_1 | -0.816 -0.772 0.359 0.715 -0.872 -0.115 -0.593 -0.036 -0.437 0.125 -0.932 -0.794 -0.475 0.470 -0.009 1.000 0.680 -0.852 -0.817 -0.000 0.086 -0.152 0.344 |\n",
"| p4415_s | -0.575 -0.579 0.301 0.488 -0.680 -0.113 -0.403 -0.009 -0.227 0.083 -0.681 -0.572 -0.165 0.321 0.227 0.680 1.000 -0.634 -0.729 0.013 0.020 -0.148 0.297 |\n",
"| p4160_p | 0.836 0.849 -0.218 -0.574 0.909 0.142 0.574 0.017 0.285 0.037 0.916 0.810 0.451 -0.422 -0.269 -0.852 -0.634 1.000 0.851 -0.017 -0.030 0.186 -0.376 |\n",
"| bplus_2 | 0.806 0.732 -0.237 -0.672 0.837 0.174 0.558 -0.033 0.313 -0.021 0.860 0.712 0.410 -0.476 -0.339 -0.817 -0.729 0.851 1.000 -0.079 0.094 0.221 -0.361 |\n",
"| phi_s | -0.020 0.009 -0.032 0.006 -0.015 -0.028 -0.020 0.582 -0.002 -0.027 -0.001 -0.004 -0.021 0.006 -0.019 -0.000 0.013 -0.017 -0.079 1.000 -0.169 -0.042 -0.056 |\n",
"| rho_p | -0.024 -0.084 0.092 0.044 -0.036 0.226 -0.011 -0.316 -0.035 0.058 -0.064 -0.055 -0.003 0.021 -0.005 0.086 0.020 -0.030 0.094 -0.169 1.000 0.309 0.249 |\n",
"| omega_s | 0.180 0.150 -0.066 -0.155 0.192 0.873 0.133 -0.190 0.098 -0.026 0.202 0.172 0.110 -0.102 -0.170 -0.152 -0.148 0.186 0.221 -0.042 0.309 1.000 -0.299 |\n",
"| rho_s | -0.360 -0.352 0.179 0.322 -0.387 -0.093 -0.261 -0.016 -0.203 0.075 -0.421 -0.361 -0.208 0.208 0.318 0.344 0.297 -0.376 -0.361 -0.056 0.249 -0.299 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.3995046091458472}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.0671841984662791}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.5356642700757326}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.13115942036379472}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.4091831942247861}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.47682408344483695}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.33755673607870773}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.17889778921007604}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.19432767519016458}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.13830343030704695}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 2.8803856465756175}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.0713522898186234}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.20115305778657422}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.12027333279358249}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.025217827721295993}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.11770131756998259}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.2752639220826112}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.2584972601687714}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.13095991092032566}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9656248807357404}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.30063675259157874}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.946281191325316}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3526070558715461})])\n",
"Step: 6/11\n",
"Current Ctt: 1.1952286093343936\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.976E+05 | Ncalls=1120 (1120 total) |\n",
"| EDM = 0.00274 (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: 297570.1874880278\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.75 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.469 | 0.025 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.12 | 0.31 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.08 | 0.23 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | -0.07 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.55 | 0.11 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.25 | 0.24 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.62 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.17 | 0.21 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.93 | 0.09 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -0.49 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.40 | 0.20 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.24 | 0.11 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.460 | 0.011 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.902 | 0.022 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.13 | 0.08 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.05 | 0.04 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.9 | 0.7 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.023 | 0.220 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.3 | 0.7 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.11 | 0.25 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.532 -0.386 -0.772 0.636 0.058 -0.526 0.513 -0.020 0.620 -0.150 -0.445 0.647 0.710 0.687 -0.717 -0.721 0.578 0.529 -0.374 -0.073 0.247 0.074 -0.135 |\n",
"| jpsi_p | 0.532 1.000 -0.202 -0.661 0.540 0.041 -0.338 0.480 -0.020 0.554 -0.121 -0.455 0.589 0.536 0.619 -0.627 -0.627 0.461 0.499 -0.361 -0.047 0.167 0.059 -0.118 |\n",
"| Dbar_p | -0.386 -0.202 1.000 0.578 -0.453 -0.039 0.369 -0.336 0.022 -0.491 0.355 0.498 -0.421 -0.490 -0.552 0.564 0.566 -0.430 -0.302 0.318 0.050 -0.170 -0.055 0.104 |\n",
"| DDstar_s | -0.772 -0.661 0.578 1.000 -0.803 -0.074 0.629 -0.683 0.026 -0.849 0.278 0.512 -0.868 -0.833 -0.936 0.941 0.946 -0.731 -0.674 0.515 0.088 -0.312 -0.097 0.177 |\n",
"| p4415_p | 0.636 0.540 -0.453 -0.803 1.000 0.060 -0.502 0.549 -0.021 0.647 -0.197 -0.434 0.688 0.626 0.732 -0.750 -0.754 0.559 0.600 -0.368 -0.075 0.257 0.077 -0.140 |\n",
"| omega_p | 0.058 0.041 -0.039 -0.074 0.060 1.000 -0.049 0.052 -0.009 0.063 -0.020 -0.036 0.064 0.062 0.067 -0.069 -0.067 0.053 0.051 -0.023 0.006 -0.030 0.336 -0.027 |\n",
"| Ctt | -0.526 -0.338 0.369 0.629 -0.502 -0.049 1.000 -0.456 0.021 -0.459 0.103 0.283 -0.502 -0.455 -0.631 0.584 0.589 -0.374 -0.509 0.546 0.065 -0.209 -0.063 0.110 |\n",
"| p3770_s | 0.513 0.480 -0.336 -0.683 0.549 0.052 -0.456 1.000 -0.018 0.611 -0.304 -0.380 0.536 0.574 0.602 -0.630 -0.634 0.499 0.462 -0.345 -0.067 0.222 0.065 -0.119 |\n",
"| phi_p | -0.020 -0.020 0.022 0.026 -0.021 -0.009 0.021 -0.018 1.000 -0.022 0.010 0.006 -0.023 -0.022 -0.023 0.024 0.023 -0.019 -0.017 0.009 0.450 -0.116 -0.044 -0.003 |\n",
"| p4040_s | 0.620 0.554 -0.491 -0.849 0.647 0.063 -0.459 0.611 -0.022 1.000 -0.233 -0.422 0.735 0.674 0.792 -0.784 -0.789 0.628 0.471 -0.442 -0.077 0.266 0.081 -0.147 |\n",
"| p3770_p | -0.150 -0.121 0.355 0.278 -0.197 -0.020 0.103 -0.304 0.010 -0.233 1.000 0.075 -0.259 -0.235 -0.276 0.274 0.274 -0.227 -0.096 0.154 0.023 -0.087 -0.028 0.048 |\n",
"| DDstar_p | -0.445 -0.455 0.498 0.512 -0.434 -0.036 0.283 -0.380 0.006 -0.422 0.075 1.000 -0.466 -0.405 -0.470 0.426 0.429 -0.317 -0.463 0.249 0.038 -0.147 -0.046 0.082 |\n",
"| psi2s_p | 0.647 0.589 -0.421 -0.868 0.688 0.064 -0.502 0.536 -0.023 0.735 -0.259 -0.466 1.000 0.705 0.788 -0.807 -0.811 0.624 0.588 -0.468 -0.079 0.272 0.083 -0.151 |\n",
"| p4160_s | 0.710 0.536 -0.490 -0.833 0.626 0.062 -0.455 0.574 -0.022 0.674 -0.235 -0.405 0.705 1.000 0.771 -0.766 -0.771 0.657 0.522 -0.415 -0.077 0.263 0.079 -0.144 |\n",
"| Dbar_s | 0.687 0.619 -0.552 -0.936 0.732 0.067 -0.631 0.602 -0.023 0.792 -0.276 -0.470 0.788 0.771 1.000 -0.861 -0.865 0.684 0.598 -0.440 -0.081 0.286 0.088 -0.162 |\n",
"| bplus_0 | -0.717 -0.627 0.564 0.941 -0.750 -0.069 0.584 -0.630 0.024 -0.784 0.274 0.426 -0.807 -0.766 -0.861 1.000 0.857 -0.664 -0.631 0.445 0.076 -0.287 -0.095 0.190 |\n",
"| bplus_1 | -0.721 -0.627 0.566 0.946 -0.754 -0.067 0.589 -0.634 0.023 -0.789 0.274 0.429 -0.811 -0.771 -0.865 0.857 1.000 -0.668 -0.635 0.441 0.077 -0.279 -0.091 0.175 |\n",
"| p4415_s | 0.578 0.461 -0.430 -0.731 0.559 0.053 -0.374 0.499 -0.019 0.628 -0.227 -0.317 0.624 0.657 0.684 -0.664 -0.668 1.000 0.517 -0.416 -0.064 0.224 0.069 -0.126 |\n",
"| p4160_p | 0.529 0.499 -0.302 -0.674 0.600 0.051 -0.509 0.462 -0.017 0.471 -0.096 -0.463 0.588 0.522 0.598 -0.631 -0.635 0.517 1.000 -0.304 -0.064 0.217 0.064 -0.118 |\n",
"| bplus_2 | -0.374 -0.361 0.318 0.515 -0.368 -0.023 0.546 -0.345 0.009 -0.442 0.154 0.249 -0.468 -0.415 -0.440 0.445 0.441 -0.416 -0.304 1.000 -0.008 -0.050 -0.052 0.123 |\n",
"| phi_s | -0.073 -0.047 0.050 0.088 -0.075 0.006 0.065 -0.067 0.450 -0.077 0.023 0.038 -0.079 -0.077 -0.081 0.076 0.077 -0.064 -0.064 -0.008 1.000 -0.043 -0.005 -0.011 |\n",
"| rho_p | 0.247 0.167 -0.170 -0.312 0.257 -0.030 -0.209 0.222 -0.116 0.266 -0.087 -0.147 0.272 0.263 0.286 -0.287 -0.279 0.224 0.217 -0.050 -0.043 1.000 0.266 0.088 |\n",
"| omega_s | 0.074 0.059 -0.055 -0.097 0.077 0.336 -0.063 0.065 -0.044 0.081 -0.028 -0.046 0.083 0.079 0.088 -0.095 -0.091 0.069 0.064 -0.052 -0.005 0.266 1.000 -0.193 |\n",
"| rho_s | -0.135 -0.118 0.104 0.177 -0.140 -0.027 0.110 -0.119 -0.003 -0.147 0.048 0.082 -0.151 -0.144 -0.162 0.190 0.175 -0.126 -0.118 0.123 -0.011 0.088 -0.193 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.17064958638226546}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.02488736300891814}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.30869681234444313}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.40726210271818475}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.23322620276300077}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2056274041596735}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.10963856276000139}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.24396366197728692}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.13757095214658532}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.21115979064109158}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09262694192316379}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.2076500006808244}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04596783419448336}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.19701617421770634}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.11369932056421767}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011345956685171021}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.02218546170197011}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19400245866403176}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.08347868420352134}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.03990404298001182}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.6954578551995603}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.21962948623528744}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.7037712409266375}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.25259906297298773})])\n",
"Step: 6/11\n",
"Current Ctt: 1.1952286093343936\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1176 (1176 total) |\n",
"| EDM = 3.88E-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: 297411.6105963497\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -3.03 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.581 | 0.027 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 1.0 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.55 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.21 | 0.33 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.98 | 0.18 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.52 | 0.25 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.28 | 1.83 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.29 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.30 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.09 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.04 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.498 | 0.013 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.971 | 0.028 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.43 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.16 | 0.08 | | | -2 | 2 | |\n",
"| 20| phi_s | 16 | 7 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.57 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.25 | 0.28 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.133 -0.389 0.185 0.180 -0.006 0.050 0.028 -0.025 -0.245 0.260 0.118 0.008 0.309 -0.040 -0.011 -0.044 0.033 0.190 0.014 -0.025 0.010 0.003 -0.014 |\n",
"| jpsi_p | 0.133 1.000 -0.233 0.305 0.124 -0.011 0.280 0.092 -0.075 -0.024 0.153 0.099 0.130 -0.008 0.168 -0.077 -0.053 -0.058 0.176 0.089 -0.071 -0.108 -0.013 0.008 |\n",
"| Dbar_p | -0.389 -0.233 1.000 0.063 -0.224 -0.019 -0.412 -0.245 -0.059 0.179 -0.320 -0.429 -0.328 -0.006 0.328 0.079 0.090 0.119 -0.366 0.074 -0.061 0.043 -0.002 0.014 |\n",
"| DDstar_s | 0.185 0.305 0.063 1.000 0.151 0.004 -0.078 0.046 0.013 -0.054 0.239 0.247 0.091 -0.027 -0.048 0.100 0.159 -0.041 0.289 -0.065 0.013 0.011 -0.008 0.043 |\n",
"| p4415_p | 0.180 0.124 -0.224 0.151 1.000 -0.010 0.062 0.034 -0.031 -0.221 0.146 -0.031 0.047 -0.147 -0.023 -0.056 -0.116 -0.191 0.349 0.166 -0.032 0.028 0.007 -0.029 |\n",
"| omega_p | -0.006 -0.011 -0.019 0.004 -0.010 1.000 -0.012 -0.004 0.237 -0.006 -0.001 0.001 0.001 -0.012 -0.005 -0.009 -0.005 -0.000 -0.002 -0.058 0.236 -0.166 0.220 0.206 |\n",
"| Ctt | 0.050 0.280 -0.412 -0.078 0.062 -0.012 1.000 0.092 -0.023 0.231 -0.052 0.141 0.314 0.245 -0.228 -0.060 -0.104 0.139 -0.110 0.528 -0.026 0.070 0.006 -0.022 |\n",
"| p3770_s | 0.028 0.092 -0.245 0.046 0.034 -0.004 0.092 1.000 -0.015 0.113 -0.180 0.056 -0.076 0.049 -0.082 0.000 -0.017 0.023 0.010 -0.011 -0.015 0.011 0.002 -0.009 |\n",
"| phi_p | -0.025 -0.075 -0.059 0.013 -0.031 0.237 -0.023 -0.015 1.000 -0.015 -0.011 0.003 -0.005 -0.034 -0.016 -0.033 -0.008 -0.001 -0.012 -0.160 0.994 0.097 -0.007 0.085 |\n",
"| p4040_s | -0.245 -0.024 0.179 -0.054 -0.221 -0.006 0.231 0.113 -0.015 1.000 -0.129 -0.187 0.055 -0.025 0.044 0.025 0.022 0.156 -0.493 0.052 -0.016 0.026 0.001 0.001 |\n",
"| p3770_p | 0.260 0.153 -0.320 0.239 0.146 -0.001 -0.052 -0.180 -0.011 -0.129 1.000 0.345 -0.021 -0.051 0.117 0.077 0.092 -0.101 0.314 -0.099 -0.011 -0.008 -0.006 0.023 |\n",
"| DDstar_p | 0.118 0.099 -0.429 0.247 -0.031 0.001 0.141 0.056 0.003 -0.187 0.345 1.000 0.000 -0.153 -0.215 0.279 0.440 -0.092 0.235 -0.265 0.004 0.023 -0.020 0.106 |\n",
"| psi2s_p | 0.008 0.130 -0.328 0.091 0.047 0.001 0.314 -0.076 -0.005 0.055 -0.021 0.000 1.000 -0.008 -0.008 -0.058 -0.070 0.003 0.047 0.010 -0.004 -0.022 0.001 -0.014 |\n",
"| p4160_s | 0.309 -0.008 -0.006 -0.027 -0.147 -0.012 0.245 0.049 -0.034 -0.025 -0.051 -0.153 -0.008 1.000 -0.014 0.018 -0.008 0.324 -0.179 0.096 -0.036 0.045 0.004 -0.010 |\n",
"| Dbar_s | -0.040 0.168 0.328 -0.048 -0.023 -0.005 -0.228 -0.082 -0.016 0.044 0.117 -0.215 -0.008 -0.014 1.000 0.051 0.063 0.045 -0.006 0.033 -0.017 0.027 -0.002 0.013 |\n",
"| bplus_0 | -0.011 -0.077 0.079 0.100 -0.056 -0.009 -0.060 0.000 -0.033 0.025 0.077 0.279 -0.058 0.018 0.051 1.000 -0.467 0.078 -0.013 -0.155 -0.034 0.059 -0.031 0.172 |\n",
"| bplus_1 | -0.044 -0.053 0.090 0.159 -0.116 -0.005 -0.104 -0.017 -0.008 0.022 0.092 0.440 -0.070 -0.008 0.063 -0.467 1.000 0.115 -0.037 -0.310 -0.008 0.030 0.006 -0.009 |\n",
"| p4415_s | 0.033 -0.058 0.119 -0.041 -0.191 -0.000 0.139 0.023 -0.001 0.156 -0.101 -0.092 0.003 0.324 0.045 0.078 0.115 1.000 -0.090 -0.118 -0.001 0.005 -0.004 0.022 |\n",
"| p4160_p | 0.190 0.176 -0.366 0.289 0.349 -0.002 -0.110 0.010 -0.012 -0.493 0.314 0.235 0.047 -0.179 -0.006 -0.013 -0.037 -0.090 1.000 0.008 -0.012 -0.004 0.001 -0.006 |\n",
"| bplus_2 | 0.014 0.089 0.074 -0.065 0.166 -0.058 0.528 -0.011 -0.160 0.052 -0.099 -0.265 0.010 0.096 0.033 -0.155 -0.310 -0.118 0.008 1.000 -0.168 0.230 0.028 -0.089 |\n",
"| phi_s | -0.025 -0.071 -0.061 0.013 -0.032 0.236 -0.026 -0.015 0.994 -0.016 -0.011 0.004 -0.004 -0.036 -0.017 -0.034 -0.008 -0.001 -0.012 -0.168 1.000 0.100 -0.003 0.080 |\n",
"| rho_p | 0.010 -0.108 0.043 0.011 0.028 -0.166 0.070 0.011 0.097 0.026 -0.008 0.023 -0.022 0.045 0.027 0.059 0.030 0.005 -0.004 0.230 0.100 1.000 0.045 0.226 |\n",
"| omega_s | 0.003 -0.013 -0.002 -0.008 0.007 0.220 0.006 0.002 -0.007 0.001 -0.006 -0.020 0.001 0.004 -0.002 -0.031 0.006 -0.004 0.001 0.028 -0.003 0.045 1.000 -0.221 |\n",
"| rho_s | -0.014 0.008 0.014 0.043 -0.029 0.206 -0.022 -0.009 0.085 0.001 0.023 0.106 -0.014 -0.010 0.013 0.172 -0.009 0.022 -0.006 -0.089 0.080 0.226 -0.221 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.14804163249421554}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026685961429175897}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.4597378450369298}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4208647898627953}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.185965641149634}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3324456728092664}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.18450855682864287}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2492609713809717}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 1.8327732960632073}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1713967089441626}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1111551710906582}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.44972006265331865}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03439811449617469}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16788386680868117}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.3834897497558554}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.013137909443109441}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.028435918119748216}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19149136167932002}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11419893719135654}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08159068505189204}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 7.368820886093933}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.29608924542346493}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.5495486372408327}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.2828184090052011})])\n",
"Step: 6/11\n",
"Current Ctt: 1.1952286093343936\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1047 (1047 total) |\n",
"| EDM = 0.000244 (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: 297418.67049471976\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.9 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.55 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.6 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.11 | 0.22 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.5 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.23 | 0.32 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.5 | 0.3 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.29 | 0.62 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 1.10 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -3.05 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.12 | 3.94 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 1.86 | 0.21 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.488 | 0.016 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.90 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.11 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.20 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.40 | 0.07 | | | -2 | 2 | |\n",
"| 19| phi_s | 15.8 | 2.2 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.67 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 4 | 3 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.27 | 0.28 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.819 -0.129 -0.852 0.805 0.023 0.616 0.071 0.280 0.462 -0.897 0.775 0.734 -0.392 -0.706 -0.779 0.074 0.774 0.579 0.065 -0.116 0.061 -0.275 |\n",
"| jpsi_p | 0.819 1.000 0.053 -0.853 0.807 0.026 0.651 0.065 0.334 0.518 -0.909 0.828 0.604 -0.406 -0.718 -0.778 0.008 0.828 0.539 0.065 -0.167 0.054 -0.257 |\n",
"| Dbar_p | -0.129 0.053 1.000 0.091 -0.141 -0.007 -0.138 -0.014 -0.020 0.276 0.194 -0.059 -0.119 0.121 0.214 0.220 0.069 -0.109 0.030 -0.020 0.086 -0.013 0.067 |\n",
"| DDstar_s | -0.852 -0.853 0.091 1.000 -0.850 -0.027 -0.675 -0.084 -0.403 -0.404 0.929 -0.867 -0.689 0.459 0.810 0.888 -0.047 -0.818 -0.614 -0.080 0.152 -0.068 0.309 |\n",
"| p4415_p | 0.805 0.807 -0.141 -0.850 1.000 0.023 0.623 0.072 0.265 0.437 -0.884 0.782 0.571 -0.403 -0.708 -0.781 -0.049 0.836 0.592 0.066 -0.114 0.061 -0.275 |\n",
"| omega_p | 0.023 0.026 -0.007 -0.027 0.023 1.000 0.018 0.080 0.011 0.010 -0.028 0.025 0.017 -0.012 -0.024 -0.026 0.002 0.022 0.001 0.076 -0.175 0.237 0.195 |\n",
"| p3770_s | 0.616 0.651 -0.138 -0.675 0.623 0.018 1.000 0.055 0.384 0.159 -0.712 0.568 0.515 -0.303 -0.554 -0.612 0.051 0.597 0.435 0.050 -0.088 0.048 -0.219 |\n",
"| phi_p | 0.071 0.065 -0.014 -0.084 0.072 0.080 0.055 1.000 0.035 0.032 -0.087 0.074 0.055 -0.038 -0.075 -0.078 0.005 0.071 0.022 0.949 0.018 -0.002 0.011 |\n",
"| p4040_s | 0.280 0.334 -0.020 -0.403 0.265 0.011 0.384 0.035 1.000 0.172 -0.380 0.372 0.149 -0.219 -0.283 -0.309 0.075 0.178 0.076 0.034 -0.063 0.025 -0.111 |\n",
"| p3770_p | 0.462 0.518 0.276 -0.404 0.437 0.010 0.159 0.032 0.172 1.000 -0.472 0.407 0.320 -0.149 -0.311 -0.356 0.005 0.473 0.365 0.027 -0.039 0.027 -0.127 |\n",
"| DDstar_p | -0.897 -0.909 0.194 0.929 -0.884 -0.028 -0.712 -0.087 -0.380 -0.472 1.000 -0.897 -0.688 0.476 0.791 0.865 -0.021 -0.886 -0.587 -0.083 0.151 -0.066 0.300 |\n",
"| psi2s_p | 0.775 0.828 -0.059 -0.867 0.782 0.025 0.568 0.074 0.372 0.407 -0.897 1.000 0.592 -0.396 -0.710 -0.775 0.031 0.783 0.493 0.070 -0.137 0.059 -0.269 |\n",
"| p4160_s | 0.734 0.604 -0.119 -0.689 0.571 0.017 0.515 0.055 0.149 0.320 -0.688 0.592 1.000 -0.334 -0.530 -0.586 0.216 0.570 0.365 0.050 -0.085 0.047 -0.212 |\n",
"| Dbar_s | -0.392 -0.406 0.121 0.459 -0.403 -0.012 -0.303 -0.038 -0.219 -0.149 0.476 -0.396 -0.334 1.000 0.372 0.407 -0.033 -0.379 -0.316 -0.036 0.066 -0.031 0.141 |\n",
"| bplus_0 | -0.706 -0.718 0.214 0.810 -0.708 -0.024 -0.554 -0.075 -0.283 -0.311 0.791 -0.710 -0.530 0.372 1.000 0.561 0.041 -0.703 -0.582 -0.075 0.170 -0.066 0.313 |\n",
"| bplus_1 | -0.779 -0.778 0.220 0.888 -0.781 -0.026 -0.612 -0.078 -0.309 -0.356 0.865 -0.775 -0.586 0.407 0.561 1.000 0.049 -0.776 -0.603 -0.075 0.155 -0.055 0.256 |\n",
"| p4415_s | 0.074 0.008 0.069 -0.047 -0.049 0.002 0.051 0.005 0.075 0.005 -0.021 0.031 0.216 -0.033 0.041 0.049 1.000 0.027 -0.227 0.007 -0.018 -0.003 0.014 |\n",
"| p4160_p | 0.774 0.828 -0.109 -0.818 0.836 0.022 0.597 0.071 0.178 0.473 -0.886 0.783 0.570 -0.379 -0.703 -0.776 0.027 1.000 0.630 0.065 -0.114 0.059 -0.271 |\n",
"| bplus_2 | 0.579 0.539 0.030 -0.614 0.592 0.001 0.435 0.022 0.076 0.365 -0.587 0.493 0.365 -0.316 -0.582 -0.603 -0.227 0.630 1.000 0.000 0.098 0.061 -0.253 |\n",
"| phi_s | 0.065 0.065 -0.020 -0.080 0.066 0.076 0.050 0.949 0.034 0.027 -0.083 0.070 0.050 -0.036 -0.075 -0.075 0.007 0.065 0.000 1.000 0.029 0.008 -0.004 |\n",
"| rho_p | -0.116 -0.167 0.086 0.152 -0.114 -0.175 -0.088 0.018 -0.063 -0.039 0.151 -0.137 -0.085 0.066 0.170 0.155 -0.018 -0.114 0.098 0.029 1.000 0.016 0.215 |\n",
"| omega_s | 0.061 0.054 -0.013 -0.068 0.061 0.237 0.048 -0.002 0.025 0.027 -0.066 0.059 0.047 -0.031 -0.066 -0.055 -0.003 0.059 0.061 0.008 0.016 1.000 -0.241 |\n",
"| rho_s | -0.275 -0.257 0.067 0.309 -0.275 0.195 -0.219 0.011 -0.111 -0.127 0.300 -0.269 -0.212 0.141 0.313 0.256 0.014 -0.271 -0.253 -0.004 0.215 -0.241 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.33159005529772445}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.06373463248974565}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.34149913010450916}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.22252751179581648}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.3822600913096923}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.31609838966425174}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.3241302708544189}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.6172865019963285}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16619744032013212}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.12259581772464379}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 3.9385176084843216}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.06986656371927946}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.2126031836491824}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.06673808578034102}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.01558148915869273}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03747296438882808}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18086671852889147}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.21421359964253517}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0672782050661942}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 2.1692819461442703}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.29048525250809965}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.4856157956953027}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.28310136917180595})])\n",
"Step: 7/11\n",
"Current Ctt: 1.2909944487358056\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1646 (1646 total) |\n",
"| EDM = 0.00144 (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 | True | True | False |\n",
"------------------------------------------------------------------\n",
"Function minimum: 297324.5340565852\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.21 | 0.25 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.471 | 0.030 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.8 | 2.5 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.45 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.22 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.47 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.16 | 0.21 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.60 | 0.31 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.24 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.88 | 0.14 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.56 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.07 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.31 | 0.13 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.16 | 0.36 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.607 | 0.012 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -1.166 | 0.023 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.29 | 0.14 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -1.81 | 0.10 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.35 | 0.09 | | | -2 | 2 | |\n",
"| 20| phi_s | 17.8 | 0.8 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.63 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.99 | 0.21 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 -0.629 -0.820 0.555 0.590 0.013 0.697 0.685 -0.007 0.449 -0.503 -0.757 0.586 0.553 -0.813 -0.744 -0.747 -0.181 0.630 -0.701 -0.004 0.013 0.029 -0.049 |\n",
"| jpsi_p | -0.629 1.000 0.778 -0.692 -0.515 -0.018 -0.676 -0.650 -0.002 -0.469 0.540 0.690 -0.581 -0.433 0.793 0.699 0.703 0.167 -0.541 0.672 0.006 -0.045 -0.034 0.063 |\n",
"| Dbar_p | -0.820 0.778 1.000 -0.748 -0.672 -0.016 -0.904 -0.853 0.008 -0.592 0.659 0.912 -0.756 -0.537 0.987 0.906 0.908 0.234 -0.737 0.870 0.002 -0.009 -0.035 0.057 |\n",
"| DDstar_s | 0.555 -0.692 -0.748 1.000 0.435 0.009 0.659 0.579 -0.012 0.390 -0.537 -0.658 0.472 0.373 -0.728 -0.676 -0.677 -0.163 0.442 -0.638 -0.001 -0.002 0.024 -0.036 |\n",
"| p4415_p | 0.590 -0.515 -0.672 0.435 1.000 0.011 0.617 0.580 -0.005 0.358 -0.428 -0.596 0.494 0.325 -0.671 -0.603 -0.605 -0.218 0.581 -0.560 -0.006 0.018 0.024 -0.042 |\n",
"| omega_p | 0.013 -0.018 -0.016 0.009 0.011 1.000 0.013 0.014 0.005 0.010 -0.011 -0.013 0.012 0.009 -0.015 -0.013 -0.012 -0.004 0.012 -0.007 0.015 -0.011 0.552 0.126 |\n",
"| Ctt | 0.697 -0.676 -0.904 0.659 0.617 0.013 1.000 0.744 -0.008 0.590 -0.630 -0.842 0.703 0.536 -0.900 -0.821 -0.825 -0.147 0.607 -0.715 0.002 -0.000 0.031 -0.049 |\n",
"| p3770_s | 0.685 -0.650 -0.853 0.579 0.580 0.014 0.744 1.000 -0.007 0.536 -0.631 -0.780 0.567 0.463 -0.844 -0.763 -0.765 -0.200 0.633 -0.739 -0.006 0.016 0.029 -0.052 |\n",
"| phi_p | -0.007 -0.002 0.008 -0.012 -0.005 0.005 -0.008 -0.007 1.000 -0.004 0.005 0.008 -0.007 -0.004 0.009 0.009 0.009 0.001 -0.006 0.013 0.536 -0.030 -0.035 0.028 |\n",
"| p4040_s | 0.449 -0.469 -0.592 0.390 0.358 0.010 0.590 0.536 -0.004 1.000 -0.400 -0.505 0.425 0.279 -0.592 -0.518 -0.519 -0.080 0.297 -0.515 -0.006 0.017 0.020 -0.037 |\n",
"| p3770_p | -0.503 0.540 0.659 -0.537 -0.428 -0.011 -0.630 -0.631 0.005 -0.400 1.000 0.578 -0.501 -0.363 0.674 0.612 0.613 0.127 -0.432 0.583 0.001 -0.010 -0.025 0.038 |\n",
"| DDstar_p | -0.757 0.690 0.912 -0.658 -0.596 -0.013 -0.842 -0.780 0.008 -0.505 0.578 1.000 -0.675 -0.457 0.916 0.787 0.787 0.250 -0.694 0.789 -0.000 -0.004 -0.031 0.047 |\n",
"| psi2s_p | 0.586 -0.581 -0.756 0.472 0.494 0.012 0.703 0.567 -0.007 0.425 -0.501 -0.675 1.000 0.370 -0.744 -0.676 -0.676 -0.182 0.555 -0.674 -0.005 0.011 0.025 -0.042 |\n",
"| p4160_s | 0.553 -0.433 -0.537 0.373 0.325 0.009 0.536 0.463 -0.004 0.279 -0.363 -0.457 0.370 1.000 -0.538 -0.465 -0.466 0.019 0.357 -0.451 -0.006 0.018 0.019 -0.035 |\n",
"| Dbar_s | -0.813 0.793 0.987 -0.728 -0.671 -0.015 -0.900 -0.844 0.009 -0.592 0.674 0.916 -0.744 -0.538 1.000 0.907 0.909 0.234 -0.729 0.869 0.002 -0.007 -0.035 0.056 |\n",
"| bplus_0 | -0.744 0.699 0.906 -0.676 -0.603 -0.013 -0.821 -0.763 0.009 -0.518 0.612 0.787 -0.676 -0.465 0.907 1.000 0.775 0.248 -0.675 0.756 -0.005 0.022 -0.034 0.061 |\n",
"| bplus_1 | -0.747 0.703 0.908 -0.677 -0.605 -0.012 -0.825 -0.765 0.009 -0.519 0.613 0.787 -0.676 -0.466 0.909 0.775 1.000 0.252 -0.678 0.758 -0.004 0.019 -0.031 0.048 |\n",
"| p4415_s | -0.181 0.167 0.234 -0.163 -0.218 -0.004 -0.147 -0.200 0.001 -0.080 0.127 0.250 -0.182 0.019 0.234 0.248 0.252 1.000 -0.162 0.161 0.001 -0.007 -0.009 0.017 |\n",
"| p4160_p | 0.630 -0.541 -0.737 0.442 0.581 0.012 0.607 0.633 -0.006 0.297 -0.432 -0.694 0.555 0.357 -0.729 -0.675 -0.678 -0.162 1.000 -0.620 -0.004 0.013 0.026 -0.045 |\n",
"| bplus_2 | -0.701 0.672 0.870 -0.638 -0.560 -0.007 -0.715 -0.739 0.013 -0.515 0.583 0.789 -0.674 -0.451 0.869 0.756 0.758 0.161 -0.620 1.000 -0.020 0.074 -0.028 0.024 |\n",
"| phi_s | -0.004 0.006 0.002 -0.001 -0.006 0.015 0.002 -0.006 0.536 -0.006 0.001 -0.000 -0.005 -0.006 0.002 -0.005 -0.004 0.001 -0.004 -0.020 1.000 0.022 0.008 -0.012 |\n",
"| rho_p | 0.013 -0.045 -0.009 -0.002 0.018 -0.011 -0.000 0.016 -0.030 0.017 -0.010 -0.004 0.011 0.018 -0.007 0.022 0.019 -0.007 0.013 0.074 0.022 1.000 0.044 0.086 |\n",
"| omega_s | 0.029 -0.034 -0.035 0.024 0.024 0.552 0.031 0.029 -0.035 0.020 -0.025 -0.031 0.025 0.019 -0.035 -0.034 -0.031 -0.009 0.026 -0.028 0.008 0.044 1.000 -0.219 |\n",
"| rho_s | -0.049 0.063 0.057 -0.036 -0.042 0.126 -0.049 -0.052 0.028 -0.037 0.038 0.047 -0.042 -0.035 0.056 0.061 0.048 0.017 -0.045 0.024 -0.012 0.086 -0.219 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.25413815204323664}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.030146333135334213}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.4797553533363854}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.44946348844906137}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.164868058299394}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.19360536688209118}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20893667987762599}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.30839271779820554}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.16483134592178494}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.14063993618530696}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.11439697894756184}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3248023566787901}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03509404199862409}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.13040299468130456}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.36345941985291186}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011798537232704964}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.023059089639136943}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.13762448993373544}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.09668276707163326}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08982883560993249}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.7534672258491355}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.27983244947534835}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.8826275344643997}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.20859020268382145})])\n",
"Step: 7/11\n",
"Current Ctt: 1.2909944487358056\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1089 (1089 total) |\n",
"| EDM = 0.00287 (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: 297493.97059337836\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -3.08 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.598 | 0.030 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.9 | 2.0 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.16 | 0.52 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.34 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.74 | 0.22 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.29 | 0.14 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.36 | 0.23 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.64 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.91 | 0.15 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.08 | 0.13 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -1.5 | 1.5 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.34 | 0.15 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.14 | 0.45 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.469 | 0.008 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.868 | 0.017 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.34 | 0.17 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.19 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.28 | 0.06 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.4 | 1.0 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.90 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 9.0 | 1.0 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.24 | 0.26 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.225 -0.228 -0.310 0.224 0.009 -0.002 0.080 0.006 -0.167 0.118 0.271 -0.045 0.269 0.171 0.172 0.188 0.001 0.223 -0.015 -0.002 0.028 -0.004 0.024 |\n",
"| jpsi_p | 0.225 1.000 -0.059 -0.291 0.249 -0.001 0.136 0.160 0.025 -0.052 0.261 0.271 0.200 -0.013 0.063 0.153 0.194 -0.103 0.397 -0.014 0.036 -0.048 -0.009 0.084 |\n",
"| Dbar_p | -0.228 -0.059 1.000 0.929 -0.428 -0.008 -0.144 -0.138 -0.032 0.071 0.444 -0.915 0.255 -0.052 -0.939 -0.403 -0.480 0.259 -0.526 0.172 -0.051 0.027 0.009 -0.131 |\n",
"| DDstar_s | -0.310 -0.291 0.929 1.000 -0.505 -0.014 -0.091 -0.180 -0.038 0.081 0.284 -0.956 0.145 -0.048 -0.930 -0.487 -0.571 0.274 -0.665 0.161 -0.052 0.011 0.009 -0.140 |\n",
"| p4415_p | 0.224 0.249 -0.428 -0.505 1.000 0.011 0.036 0.113 0.013 -0.191 -0.014 0.461 -0.040 -0.085 0.395 0.237 0.266 -0.233 0.520 0.032 0.010 0.026 -0.005 0.049 |\n",
"| omega_p | 0.009 -0.001 -0.008 -0.014 0.011 1.000 0.006 0.006 0.009 0.001 0.002 0.016 0.000 0.006 0.011 0.028 0.012 -0.002 0.013 0.020 0.014 0.163 0.644 0.349 |\n",
"| Ctt | -0.002 0.136 -0.144 -0.091 0.036 0.006 1.000 -0.014 0.006 0.248 -0.180 0.117 0.111 0.218 0.066 0.014 0.007 0.157 -0.115 0.469 0.001 0.025 -0.001 0.001 |\n",
"| p3770_s | 0.080 0.160 -0.138 -0.180 0.113 0.006 -0.014 1.000 0.002 0.097 -0.155 0.161 -0.128 0.034 0.083 0.114 0.122 -0.027 0.140 -0.041 -0.005 0.022 -0.002 0.011 |\n",
"| phi_p | 0.006 0.025 -0.032 -0.038 0.013 0.009 0.006 0.002 1.000 -0.004 -0.006 0.038 -0.004 -0.006 0.032 0.013 0.011 -0.009 0.025 -0.053 0.623 -0.155 -0.040 0.130 |\n",
"| p4040_s | -0.167 -0.052 0.071 0.081 -0.191 0.001 0.248 0.097 -0.004 1.000 -0.053 -0.104 0.062 -0.182 -0.044 0.003 -0.002 0.082 -0.315 0.004 -0.006 0.008 0.000 -0.008 |\n",
"| p3770_p | 0.118 0.261 0.444 0.284 -0.014 0.002 -0.180 -0.155 -0.006 -0.053 1.000 -0.261 0.175 -0.032 -0.455 -0.062 -0.091 0.030 0.063 0.037 -0.019 0.021 0.002 -0.040 |\n",
"| DDstar_p | 0.271 0.271 -0.915 -0.956 0.461 0.016 0.117 0.161 0.038 -0.104 -0.261 1.000 -0.175 0.014 0.892 0.538 0.628 -0.288 0.644 -0.170 0.051 -0.005 -0.010 0.148 |\n",
"| psi2s_p | -0.045 0.200 0.255 0.145 -0.040 0.000 0.111 -0.128 -0.004 0.062 0.175 -0.175 1.000 -0.063 -0.302 -0.051 -0.058 0.044 -0.002 -0.020 -0.012 0.010 0.001 -0.021 |\n",
"| p4160_s | 0.269 -0.013 -0.052 -0.048 -0.085 0.006 0.218 0.034 -0.006 -0.182 -0.032 0.014 -0.063 1.000 0.039 0.077 0.071 0.241 -0.062 0.060 -0.016 0.036 -0.002 -0.009 |\n",
"| Dbar_s | 0.171 0.063 -0.939 -0.930 0.395 0.011 0.066 0.083 0.032 -0.044 -0.455 0.892 -0.302 0.039 1.000 0.445 0.525 -0.246 0.491 -0.140 0.048 -0.016 -0.010 0.134 |\n",
"| bplus_0 | 0.172 0.153 -0.403 -0.487 0.237 0.028 0.014 0.114 0.013 0.003 -0.062 0.538 -0.051 0.077 0.445 1.000 0.016 -0.047 0.329 -0.217 0.006 0.075 -0.013 0.127 |\n",
"| bplus_1 | 0.188 0.194 -0.480 -0.571 0.266 0.012 0.007 0.122 0.011 -0.002 -0.091 0.628 -0.058 0.071 0.525 0.016 1.000 -0.061 0.376 -0.242 0.015 0.037 -0.005 0.060 |\n",
"| p4415_s | 0.001 -0.103 0.259 0.274 -0.233 -0.002 0.157 -0.027 -0.009 0.082 0.030 -0.288 0.044 0.241 -0.246 -0.047 -0.061 1.000 -0.191 -0.050 -0.014 0.007 0.001 -0.026 |\n",
"| p4160_p | 0.223 0.397 -0.526 -0.665 0.520 0.013 -0.115 0.140 0.025 -0.315 0.063 0.644 -0.002 -0.062 0.491 0.329 0.376 -0.191 1.000 -0.068 0.027 0.009 -0.006 0.083 |\n",
"| bplus_2 | -0.015 -0.014 0.172 0.161 0.032 0.020 0.469 -0.041 -0.053 0.004 0.037 -0.170 -0.020 0.060 -0.140 -0.217 -0.242 -0.050 -0.068 1.000 -0.104 0.203 -0.001 -0.153 |\n",
"| phi_s | -0.002 0.036 -0.051 -0.052 0.010 0.014 0.001 -0.005 0.623 -0.006 -0.019 0.051 -0.012 -0.016 0.048 0.006 0.015 -0.014 0.027 -0.104 1.000 -0.092 0.000 0.049 |\n",
"| rho_p | 0.028 -0.048 0.027 0.011 0.026 0.163 0.025 0.022 -0.155 0.008 0.021 -0.005 0.010 0.036 -0.016 0.075 0.037 0.007 0.009 0.203 -0.092 1.000 0.010 0.024 |\n",
"| omega_s | -0.004 -0.009 0.009 0.009 -0.005 0.644 -0.001 -0.002 -0.040 0.000 0.002 -0.010 0.001 -0.002 -0.010 -0.013 -0.005 0.001 -0.006 -0.001 0.000 0.010 1.000 -0.015 |\n",
"| rho_s | 0.024 0.084 -0.131 -0.140 0.049 0.349 0.001 0.011 0.130 -0.008 -0.040 0.148 -0.021 -0.009 0.134 0.127 0.060 -0.026 0.083 -0.153 0.049 0.024 -0.015 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.18420223251006806}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03011706870786446}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.015566800061664}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5154734249264106}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.16883398307884234}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2154017243437818}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.13523645186624034}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.23274870472162457}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1812233507684291}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.15360101743574495}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.12772588835465593}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.5154777929209993}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.032221304729694644}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.14573697003459385}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.44952802781218987}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.008247807358770842}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.01656260270683596}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1743975870736063}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11814770361460591}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.05504886066699266}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9592249267277904}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.2904586973562382}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.9692668094013612}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.25719982520174545})])\n",
"Step: 7/11\n",
"Current Ctt: 1.2909944487358056\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1137 (1137 total) |\n",
"| EDM = 0.00263 (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 | True | True | False |\n",
"------------------------------------------------------------------\n",
"Function minimum: 297393.1205949178\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.8 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.56 | 0.06 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 1.8 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.15 | 0.48 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.48 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.70 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.45 | 0.17 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 1.87 | 0.29 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.76 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.72 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.09 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -3.8 | 2.3 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.56 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.467 | 0.009 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.902 | 0.018 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.29 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.21 | 0.23 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.22 | 0.06 | | | -2 | 2 | |\n",
"| 20| phi_s | 21.6 | 0.9 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | 0.17 | 0.42 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.4 | 1.2 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.723 -0.067 0.789 0.718 0.015 -0.228 0.450 0.038 -0.149 0.584 -0.789 0.567 0.466 -0.568 -0.009 -0.017 -0.165 0.754 -0.028 0.013 0.011 0.012 -0.008 |\n",
"| jpsi_p | 0.723 1.000 0.167 0.895 0.783 0.025 -0.180 0.532 0.056 -0.053 0.662 -0.895 0.725 0.295 -0.584 0.002 0.025 -0.239 0.862 -0.021 0.041 -0.039 0.014 -0.017 |\n",
"| Dbar_p | -0.067 0.167 1.000 0.067 -0.020 0.017 -0.327 -0.108 0.004 0.018 0.203 0.016 0.023 -0.058 0.160 0.223 0.269 0.058 0.034 0.045 -0.021 0.001 -0.013 0.075 |\n",
"| DDstar_s | 0.789 0.895 0.067 1.000 0.851 0.021 -0.259 0.575 0.052 -0.030 0.635 -0.957 0.766 0.356 -0.783 -0.032 -0.037 -0.244 0.910 -0.036 0.030 -0.000 0.019 -0.021 |\n",
"| p4415_p | 0.718 0.783 -0.020 0.851 1.000 0.016 -0.194 0.500 0.042 -0.140 0.593 -0.842 0.649 0.247 -0.634 -0.013 -0.022 -0.300 0.847 0.020 0.014 0.014 0.012 -0.005 |\n",
"| omega_p | 0.015 0.025 0.017 0.021 0.016 1.000 -0.013 0.010 0.015 0.001 0.019 -0.026 0.018 0.006 -0.014 0.044 -0.010 0.002 0.020 -0.032 0.020 -0.229 0.629 0.226 |\n",
"| Ctt | -0.228 -0.180 -0.327 -0.259 -0.194 -0.013 1.000 -0.143 -0.016 0.297 -0.329 0.231 -0.084 0.141 0.182 -0.097 -0.136 0.215 -0.329 0.538 -0.025 0.044 -0.010 0.017 |\n",
"| p3770_s | 0.450 0.532 -0.108 0.575 0.500 0.010 -0.143 1.000 0.027 0.076 0.262 -0.577 0.353 0.225 -0.414 0.002 -0.004 -0.130 0.528 -0.062 0.007 0.009 0.008 -0.006 |\n",
"| phi_p | 0.038 0.056 0.004 0.052 0.042 0.015 -0.016 0.027 1.000 -0.005 0.038 -0.054 0.042 0.011 -0.038 -0.002 -0.012 -0.011 0.049 -0.048 0.422 -0.247 -0.058 -0.111 |\n",
"| p4040_s | -0.149 -0.053 0.018 -0.030 -0.140 0.001 0.297 0.076 -0.005 1.000 -0.101 0.061 -0.004 -0.093 -0.007 0.046 0.054 0.146 -0.221 0.017 -0.009 0.005 -0.004 0.018 |\n",
"| p3770_p | 0.584 0.662 0.203 0.635 0.593 0.019 -0.329 0.262 0.038 -0.101 1.000 -0.651 0.479 0.195 -0.310 0.071 0.078 -0.209 0.684 -0.069 0.014 -0.007 0.008 0.007 |\n",
"| DDstar_p | -0.789 -0.895 0.016 -0.957 -0.842 -0.026 0.231 -0.577 -0.054 0.061 -0.651 1.000 -0.754 -0.334 0.796 -0.024 -0.039 0.262 -0.920 0.068 -0.032 0.012 -0.018 0.007 |\n",
"| psi2s_p | 0.567 0.725 0.023 0.766 0.649 0.018 -0.084 0.353 0.042 -0.004 0.479 -0.754 1.000 0.229 -0.485 0.003 0.015 -0.184 0.712 -0.069 0.023 -0.009 0.013 -0.010 |\n",
"| p4160_s | 0.466 0.295 -0.058 0.356 0.247 0.006 0.141 0.225 0.011 -0.093 0.195 -0.334 0.229 1.000 -0.289 0.045 0.038 0.189 0.261 0.050 -0.012 0.024 -0.001 0.021 |\n",
"| Dbar_s | -0.568 -0.584 0.160 -0.783 -0.634 -0.014 0.182 -0.414 -0.038 -0.007 -0.310 0.796 -0.485 -0.289 1.000 0.049 0.051 0.196 -0.650 0.040 -0.029 0.010 -0.016 0.025 |\n",
"| bplus_0 | -0.009 0.002 0.223 -0.032 -0.013 0.044 -0.097 0.002 -0.002 0.046 0.071 -0.024 0.003 0.045 0.049 1.000 -0.482 0.106 -0.004 -0.160 -0.027 -0.064 -0.022 0.145 |\n",
"| bplus_1 | -0.017 0.025 0.269 -0.037 -0.022 -0.010 -0.136 -0.004 -0.012 0.054 0.078 -0.039 0.015 0.038 0.051 -0.482 1.000 0.137 -0.007 -0.231 -0.012 0.048 -0.002 0.008 |\n",
"| p4415_s | -0.165 -0.239 0.058 -0.244 -0.300 0.002 0.215 -0.130 -0.011 0.146 -0.209 0.262 -0.184 0.189 0.196 0.106 0.137 1.000 -0.264 -0.116 -0.005 -0.019 -0.006 0.021 |\n",
"| p4160_p | 0.754 0.862 0.034 0.910 0.847 0.020 -0.329 0.528 0.049 -0.221 0.684 -0.920 0.712 0.261 -0.650 -0.004 -0.007 -0.264 1.000 -0.040 0.024 0.000 0.016 -0.011 |\n",
"| bplus_2 | -0.028 -0.021 0.045 -0.036 0.020 -0.032 0.538 -0.062 -0.048 0.017 -0.069 0.068 -0.069 0.050 0.040 -0.160 -0.231 -0.116 -0.040 1.000 -0.122 0.207 -0.034 0.100 |\n",
"| phi_s | 0.013 0.041 -0.021 0.030 0.014 0.020 -0.025 0.007 0.422 -0.009 0.014 -0.032 0.023 -0.012 -0.029 -0.027 -0.012 -0.005 0.024 -0.122 1.000 -0.082 0.021 -0.101 |\n",
"| rho_p | 0.011 -0.039 0.001 -0.000 0.014 -0.229 0.044 0.009 -0.247 0.005 -0.007 0.012 -0.009 0.024 0.010 -0.064 0.048 -0.019 0.000 0.207 -0.082 1.000 0.078 0.148 |\n",
"| omega_s | 0.012 0.014 -0.013 0.019 0.012 0.629 -0.010 0.008 -0.058 -0.004 0.008 -0.018 0.013 -0.001 -0.016 -0.022 -0.002 -0.006 0.016 -0.034 0.021 0.078 1.000 -0.120 |\n",
"| rho_s | -0.008 -0.017 0.075 -0.021 -0.005 0.226 0.017 -0.006 -0.111 0.018 0.007 0.007 -0.010 0.021 0.025 0.145 0.008 0.021 -0.011 0.100 -0.101 0.148 -0.120 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.3864378747315369}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.06403155386515325}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.3736840086097195}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.47959836953839374}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.30469206312711816}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2672674010129663}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1670220064857686}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2934749577200997}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.14310608152405502}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.168560927942067}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1896039512564145}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 2.289960610476901}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04958906902344662}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.165020245916077}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.5812630923620415}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.009100708792099566}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.018215546818721506}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18765163490474635}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.2322216393651424}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06406110380002072}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.8509514048716351}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4182847833248893}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1878315528890937}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33871905253066736})])\n",
"Step: 7/11\n",
"Current Ctt: 1.2909944487358056\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1092 (1092 total) |\n",
"| EDM = 2.06E-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: 297364.1706780725\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.46 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.24 | 0.63 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | 0.30 | 0.42 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.21 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.4 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.67 | 0.21 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.66 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.20 | 0.39 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.53 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.96 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -0.21 | 0.76 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.409 | 0.016 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.78 | 0.03 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.17 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -1.98 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.25 | 0.08 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.4 | 1.6 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.25 | 0.50 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.8 | 0.4 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.263 0.010 0.149 0.277 0.005 -0.185 0.037 -0.001 -0.266 0.282 0.346 0.005 0.355 -0.073 0.025 0.029 0.042 0.310 -0.011 -0.011 0.029 0.001 0.018 |\n",
"| jpsi_p | 0.263 1.000 -0.355 0.143 0.349 -0.024 -0.055 0.206 -0.001 -0.152 0.551 0.493 0.409 -0.030 -0.019 -0.037 0.160 -0.074 0.551 -0.051 0.000 -0.058 -0.034 0.017 |\n",
"| Dbar_p | 0.010 -0.355 1.000 0.030 0.054 -0.008 0.171 -0.013 -0.003 0.106 -0.531 0.468 -0.227 0.115 0.186 -0.026 -0.110 -0.029 -0.099 0.049 0.008 -0.035 -0.001 -0.032 |\n",
"| DDstar_s | 0.149 0.143 0.030 1.000 0.216 0.012 0.024 0.074 0.001 0.056 -0.020 0.102 0.163 0.105 0.101 0.011 -0.315 -0.017 0.131 0.173 0.001 0.009 0.023 -0.056 |\n",
"| p4415_p | 0.277 0.349 0.054 0.216 1.000 0.009 -0.065 0.103 -0.001 -0.262 0.267 0.442 0.147 -0.076 -0.022 0.023 -0.016 -0.176 0.523 0.125 -0.015 0.048 0.004 0.023 |\n",
"| omega_p | 0.005 -0.024 -0.008 0.012 0.009 1.000 0.014 0.002 -0.014 0.003 -0.002 -0.003 -0.002 0.008 -0.005 -0.053 0.044 -0.003 0.001 0.048 0.030 0.125 0.860 0.102 |\n",
"| Ctt | -0.185 -0.055 0.171 0.024 -0.065 0.014 1.000 -0.097 -0.013 0.415 -0.357 -0.077 0.055 0.272 -0.152 -0.014 -0.165 0.204 -0.383 0.702 -0.034 0.114 0.011 0.035 |\n",
"| p3770_s | 0.037 0.206 -0.013 0.074 0.103 0.002 -0.097 1.000 -0.001 0.093 -0.062 0.231 -0.101 0.021 -0.070 0.026 0.068 0.018 0.136 -0.074 -0.009 0.018 -0.002 0.020 |\n",
"| phi_p | -0.001 -0.001 -0.003 0.001 -0.001 -0.014 -0.013 -0.001 1.000 -0.005 0.008 0.014 0.003 -0.008 -0.001 0.013 -0.007 -0.000 0.007 -0.033 0.868 -0.057 -0.063 0.013 |\n",
"| p4040_s | -0.266 -0.152 0.106 0.056 -0.262 0.003 0.415 0.093 -0.005 1.000 -0.246 -0.101 -0.015 -0.063 0.025 0.003 0.007 0.174 -0.492 0.108 -0.010 0.030 0.001 0.016 |\n",
"| p3770_p | 0.282 0.551 -0.531 -0.020 0.267 -0.002 -0.357 -0.062 0.008 -0.246 1.000 0.226 0.267 -0.079 -0.058 0.035 0.174 -0.090 0.521 -0.178 0.000 -0.005 -0.013 0.034 |\n",
"| DDstar_p | 0.346 0.493 0.468 0.102 0.442 -0.003 -0.077 0.231 0.014 -0.101 0.226 1.000 0.292 0.077 0.204 -0.008 0.154 -0.081 0.574 -0.108 0.013 -0.023 -0.011 0.020 |\n",
"| psi2s_p | 0.005 0.409 -0.227 0.163 0.147 -0.002 0.055 -0.101 0.003 -0.015 0.267 0.292 1.000 -0.071 -0.103 -0.005 0.116 -0.002 0.260 -0.072 -0.002 -0.000 -0.008 0.019 |\n",
"| p4160_s | 0.355 -0.030 0.115 0.105 -0.076 0.008 0.272 0.021 -0.008 -0.063 -0.079 0.077 -0.071 1.000 -0.015 0.031 0.007 0.333 -0.100 0.154 -0.023 0.064 0.003 0.035 |\n",
"| Dbar_s | -0.073 -0.019 0.186 0.101 -0.022 -0.005 -0.152 -0.070 -0.001 0.025 -0.058 0.204 -0.103 -0.015 1.000 -0.001 0.118 0.020 -0.017 -0.046 -0.002 -0.000 -0.010 0.024 |\n",
"| bplus_0 | 0.025 -0.037 -0.026 0.011 0.023 -0.053 -0.014 0.026 0.013 0.003 0.035 -0.008 -0.005 0.031 -0.001 1.000 -0.828 0.006 0.018 -0.015 -0.015 -0.085 -0.126 0.288 |\n",
"| bplus_1 | 0.029 0.160 -0.110 -0.315 -0.016 0.044 -0.165 0.068 -0.007 0.007 0.174 0.154 0.116 0.007 0.118 -0.828 1.000 0.133 0.079 -0.298 0.014 0.078 0.095 -0.186 |\n",
"| p4415_s | 0.042 -0.074 -0.029 -0.017 -0.176 -0.003 0.204 0.018 -0.000 0.174 -0.090 -0.081 -0.002 0.333 0.020 0.006 0.133 1.000 -0.129 -0.098 -0.001 -0.001 -0.008 0.023 |\n",
"| p4160_p | 0.310 0.551 -0.099 0.131 0.523 0.001 -0.383 0.136 0.007 -0.492 0.521 0.574 0.260 -0.100 -0.017 0.018 0.079 -0.129 1.000 -0.100 0.001 -0.003 -0.005 0.015 |\n",
"| bplus_2 | -0.011 -0.051 0.049 0.173 0.125 0.048 0.702 -0.074 -0.033 0.108 -0.178 -0.108 -0.072 0.154 -0.046 -0.015 -0.298 -0.098 -0.100 1.000 -0.082 0.276 0.050 0.053 |\n",
"| phi_s | -0.011 0.000 0.008 0.001 -0.015 0.030 -0.034 -0.009 0.868 -0.010 0.000 0.013 -0.002 -0.023 -0.002 -0.015 0.014 -0.001 0.001 -0.082 1.000 -0.016 -0.000 -0.011 |\n",
"| rho_p | 0.029 -0.058 -0.035 0.009 0.048 0.125 0.114 0.018 -0.057 0.030 -0.005 -0.023 -0.000 0.064 -0.000 -0.085 0.078 -0.001 -0.003 0.276 -0.016 1.000 0.256 0.189 |\n",
"| omega_s | 0.001 -0.034 -0.001 0.023 0.004 0.860 0.011 -0.002 -0.063 0.001 -0.013 -0.011 -0.008 0.003 -0.010 -0.126 0.095 -0.008 -0.005 0.050 -0.000 0.256 1.000 -0.136 |\n",
"| rho_s | 0.018 0.017 -0.032 -0.056 0.023 0.102 0.035 0.020 0.013 0.016 0.034 0.020 0.019 0.035 0.024 0.288 -0.186 0.023 0.015 0.053 -0.011 0.189 -0.136 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.36356489990901686}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.042517067417832344}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.6310659708507202}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4223128676695816}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.20778208066997106}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.4874820079327282}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.2149889664393232}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.26394108697338536}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.38784624536914736}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1916163781305515}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.15720876432287234}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.7569381705577642}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03758319529273546}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17368940418477363}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4106842457448191}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.016015779946143116}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03411954657006122}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1975376820200126}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.14837016673307968}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07716919221654628}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.6232101866447692}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.49939574587859603}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.8469068326677696}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.35213076773741725})])\n",
"Step: 7/11\n",
"Current Ctt: 1.2909944487358056\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1118 (1118 total) |\n",
"| EDM = 0.000258 (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: 297367.1211034582\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.6 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.43 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.10 | 1.93 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.15 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.4 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.63 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.21 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.44 | 0.20 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.84 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | -1.9 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.08 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.12 | 0.12 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.408 | 0.013 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.75 | 0.03 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.14 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -1.85 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.35 | 0.05 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.4 | 1.3 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.30 | 0.46 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 8.4 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.187 0.102 -0.065 0.180 0.006 0.101 0.003 -0.237 0.257 -0.044 0.041 0.288 -0.341 0.038 0.030 0.028 0.161 -0.020 -0.011 0.035 0.002 0.013 |\n",
"| jpsi_p | 0.187 1.000 -0.294 -0.687 0.197 -0.034 0.270 0.016 -0.478 0.644 -0.574 0.103 -0.316 -0.171 0.535 0.605 -0.363 0.698 -0.454 -0.005 -0.093 -0.122 0.278 |\n",
"| Dbar_p | 0.102 -0.294 1.000 0.830 -0.001 0.033 0.058 -0.018 0.314 -0.116 0.574 0.414 0.276 -0.462 -0.623 -0.700 0.302 -0.390 0.292 0.010 0.060 0.135 -0.341 |\n",
"| DDstar_s | -0.065 -0.687 0.830 1.000 -0.119 0.032 -0.146 -0.033 0.525 -0.536 0.811 0.179 0.384 -0.145 -0.803 -0.890 0.425 -0.719 0.492 0.011 0.058 0.160 -0.421 |\n",
"| p4415_p | 0.180 0.197 -0.001 -0.119 1.000 0.005 0.100 0.003 -0.238 0.203 -0.010 0.063 -0.105 -0.160 0.059 0.054 -0.168 0.329 0.057 -0.013 0.041 -0.004 0.032 |\n",
"| omega_p | 0.006 -0.034 0.033 0.032 0.005 1.000 0.002 -0.002 0.015 -0.013 0.031 0.010 0.016 -0.011 -0.030 -0.025 0.010 -0.017 0.043 0.030 0.044 0.762 0.111 |\n",
"| p3770_s | 0.101 0.270 0.058 -0.146 0.100 0.002 1.000 0.007 -0.047 0.093 -0.155 -0.036 -0.050 -0.341 0.133 0.134 -0.075 0.219 -0.161 -0.009 0.017 -0.016 0.056 |\n",
"| phi_p | 0.003 0.016 -0.018 -0.033 0.003 -0.002 0.007 1.000 -0.020 0.023 -0.029 -0.004 -0.015 -0.005 0.030 0.027 -0.014 0.026 -0.029 0.796 -0.046 -0.057 0.028 |\n",
"| p4040_s | -0.237 -0.478 0.314 0.525 -0.238 0.015 -0.047 -0.020 1.000 -0.445 0.560 0.017 0.050 0.200 -0.411 -0.455 0.299 -0.634 0.208 0.004 0.028 0.081 -0.217 |\n",
"| p3770_p | 0.257 0.644 -0.116 -0.536 0.203 -0.013 0.093 0.023 -0.445 1.000 -0.578 0.124 -0.242 -0.347 0.474 0.511 -0.308 0.642 -0.362 -0.008 -0.022 -0.086 0.233 |\n",
"| DDstar_p | -0.044 -0.574 0.574 0.811 -0.010 0.031 -0.155 -0.029 0.560 -0.578 1.000 0.169 0.423 0.163 -0.751 -0.832 0.415 -0.634 0.549 0.009 0.061 0.148 -0.388 |\n",
"| psi2s_p | 0.041 0.103 0.414 0.179 0.063 0.010 -0.036 -0.004 0.017 0.124 0.169 1.000 -0.029 -0.406 -0.145 -0.162 0.022 0.055 -0.131 0.003 0.009 0.036 -0.093 |\n",
"| p4160_s | 0.288 -0.316 0.276 0.384 -0.105 0.016 -0.050 -0.015 0.050 -0.242 0.423 -0.029 1.000 0.018 -0.296 -0.341 0.395 -0.321 0.211 -0.008 0.055 0.065 -0.158 |\n",
"| Dbar_s | -0.341 -0.171 -0.462 -0.145 -0.160 -0.011 -0.341 -0.005 0.200 -0.347 0.163 -0.406 0.018 1.000 0.102 0.118 0.090 -0.256 0.275 -0.014 0.007 -0.035 0.082 |\n",
"| bplus_0 | 0.038 0.535 -0.623 -0.803 0.059 -0.030 0.133 0.030 -0.411 0.474 -0.751 -0.145 -0.296 0.102 1.000 0.598 -0.291 0.558 -0.506 -0.018 -0.049 -0.161 0.434 |\n",
"| bplus_1 | 0.030 0.605 -0.700 -0.890 0.054 -0.025 0.134 0.027 -0.455 0.511 -0.832 -0.162 -0.341 0.118 0.598 1.000 -0.324 0.611 -0.527 -0.013 -0.028 -0.136 0.374 |\n",
"| p4415_s | 0.028 -0.363 0.302 0.425 -0.168 0.010 -0.075 -0.014 0.299 -0.308 0.415 0.022 0.395 0.090 -0.291 -0.324 1.000 -0.346 0.053 0.006 0.008 0.059 -0.162 |\n",
"| p4160_p | 0.161 0.698 -0.390 -0.719 0.329 -0.017 0.219 0.026 -0.634 0.642 -0.634 0.055 -0.321 -0.256 0.558 0.611 -0.346 1.000 -0.329 -0.011 -0.020 -0.105 0.288 |\n",
"| bplus_2 | -0.020 -0.454 0.292 0.492 0.057 0.043 -0.161 -0.029 0.208 -0.362 0.549 -0.131 0.211 0.275 -0.506 -0.527 0.053 -0.329 1.000 -0.052 0.238 0.112 -0.204 |\n",
"| phi_s | -0.011 -0.005 0.010 0.011 -0.013 0.030 -0.009 0.796 0.004 -0.008 0.009 0.003 -0.008 -0.014 -0.018 -0.013 0.006 -0.011 -0.052 1.000 0.004 0.006 -0.013 |\n",
"| rho_p | 0.035 -0.093 0.060 0.058 0.041 0.044 0.017 -0.046 0.028 -0.022 0.061 0.009 0.055 0.007 -0.049 -0.028 0.008 -0.020 0.238 0.004 1.000 0.206 0.130 |\n",
"| omega_s | 0.002 -0.122 0.135 0.160 -0.004 0.762 -0.016 -0.057 0.081 -0.086 0.148 0.036 0.065 -0.035 -0.161 -0.136 0.059 -0.105 0.112 0.006 0.206 1.000 -0.207 |\n",
"| rho_s | 0.013 0.278 -0.341 -0.421 0.032 0.111 0.056 0.028 -0.217 0.233 -0.388 -0.093 -0.158 0.082 0.434 0.374 -0.162 0.288 -0.204 -0.013 0.130 -0.207 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.3903410697417289}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04232463719124979}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.9275084623931091}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.41103264150030816}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.18082818799507194}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.35863777405177055}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.25544126924367005}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.3049078741533453}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1965482330081311}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.15922769044119356}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.612341983314008}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03561821137608856}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1673011363969904}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.12161246252703903}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.01258868184221451}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03245323331856853}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19743679237719647}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.16091518666055737}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.05485169891568353}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.2856889264229672}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4617763706149516}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.3951997108153908}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3473176580597601})])\n",
"Step: 8/11\n",
"Current Ctt: 1.3801311186847085\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.977E+05 | Ncalls=1155 (1155 total) |\n",
"| EDM = 0.00255 (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 | True | True | False |\n",
"------------------------------------------------------------------\n",
"Function minimum: 297742.913650034\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.66 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.49 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.6 | 0.8 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.56 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.19 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.3 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.13 | 0.18 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 1.93 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.58 | 0.25 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.77 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.79 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -0.4 | 0.7 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.05 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.24 | 0.44 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.461 | 0.012 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.922 | 0.029 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.23 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.03 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.13 | 0.07 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.9 | 1.2 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.55 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 5.9 | 1.3 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.23 | 0.30 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.455 -0.310 -0.609 0.557 0.037 -0.271 0.264 -0.008 0.092 -0.030 -0.565 0.334 0.538 0.410 -0.349 -0.428 0.094 0.511 0.193 -0.011 -0.013 0.068 -0.155 |\n",
"| jpsi_p | 0.455 1.000 0.004 -0.569 0.524 0.019 -0.080 0.330 0.012 0.183 0.093 -0.543 0.522 0.272 0.322 -0.318 -0.361 0.016 0.571 0.204 0.018 -0.077 0.035 -0.106 |\n",
"| Dbar_p | -0.310 0.004 1.000 0.579 -0.440 -0.031 0.098 -0.163 0.001 -0.278 0.579 0.695 -0.129 -0.359 -0.687 0.430 0.492 -0.017 -0.272 -0.143 -0.019 0.086 -0.064 0.160 |\n",
"| DDstar_s | -0.609 -0.569 0.579 1.000 -0.765 -0.058 0.310 -0.375 0.002 -0.428 0.360 0.788 -0.582 -0.548 -0.850 0.629 0.750 -0.099 -0.629 -0.326 -0.007 0.069 -0.111 0.259 |\n",
"| p4415_p | 0.557 0.524 -0.440 -0.765 1.000 0.046 -0.239 0.325 -0.008 0.188 -0.169 -0.689 0.462 0.340 0.593 -0.466 -0.564 -0.042 0.673 0.320 -0.009 -0.020 0.087 -0.198 |\n",
"| omega_p | 0.037 0.019 -0.031 -0.058 0.046 1.000 -0.015 0.023 -0.019 0.023 -0.022 -0.039 0.032 0.032 0.043 -0.054 -0.034 0.001 0.037 0.042 0.012 -0.015 0.677 -0.018 |\n",
"| Ctt | -0.271 -0.080 0.098 0.310 -0.239 -0.015 1.000 -0.185 -0.006 0.151 -0.066 0.236 -0.083 0.028 -0.347 0.122 0.148 0.161 -0.388 0.435 -0.020 0.080 -0.027 0.062 |\n",
"| p3770_s | 0.264 0.330 -0.163 -0.375 0.325 0.023 -0.185 1.000 -0.007 0.234 -0.212 -0.349 0.112 0.214 0.197 -0.194 -0.244 0.038 0.307 0.061 -0.011 -0.002 0.042 -0.094 |\n",
"| phi_p | -0.008 0.012 0.001 0.002 -0.008 -0.019 -0.006 -0.007 1.000 -0.005 0.005 -0.007 -0.000 -0.012 -0.003 0.006 -0.009 0.002 -0.001 -0.066 0.746 -0.202 -0.099 0.076 |\n",
"| p4040_s | 0.092 0.183 -0.278 -0.428 0.188 0.023 0.151 0.234 -0.005 1.000 -0.278 -0.293 0.245 0.166 0.383 -0.244 -0.293 0.166 -0.062 0.170 -0.004 -0.012 0.045 -0.103 |\n",
"| p3770_p | -0.030 0.093 0.579 0.360 -0.169 -0.022 -0.066 -0.212 0.005 -0.278 1.000 0.260 -0.082 -0.235 -0.463 0.301 0.337 -0.099 0.040 -0.158 -0.008 0.043 -0.047 0.110 |\n",
"| DDstar_p | -0.565 -0.543 0.695 0.788 -0.689 -0.039 0.236 -0.349 -0.007 -0.293 0.260 1.000 -0.470 -0.426 -0.773 0.416 0.493 -0.016 -0.654 -0.188 -0.014 0.057 -0.073 0.168 |\n",
"| psi2s_p | 0.334 0.522 -0.129 -0.582 0.462 0.032 -0.083 0.112 -0.000 0.245 -0.082 -0.470 1.000 0.255 0.323 -0.327 -0.388 0.053 0.448 0.134 0.001 -0.033 0.059 -0.137 |\n",
"| p4160_s | 0.538 0.272 -0.359 -0.548 0.340 0.032 0.028 0.214 -0.012 0.166 -0.235 -0.426 0.255 1.000 0.445 -0.311 -0.383 0.309 0.255 0.246 -0.015 0.003 0.062 -0.138 |\n",
"| Dbar_s | 0.410 0.322 -0.687 -0.850 0.593 0.043 -0.347 0.197 -0.003 0.383 -0.463 -0.773 0.323 0.445 1.000 -0.500 -0.590 0.082 0.431 0.259 0.008 -0.062 0.084 -0.200 |\n",
"| bplus_0 | -0.349 -0.318 0.430 0.629 -0.466 -0.054 0.122 -0.194 0.006 -0.244 0.301 0.416 -0.327 -0.311 -0.500 1.000 0.176 0.007 -0.359 -0.315 -0.015 0.075 -0.114 0.277 |\n",
"| bplus_1 | -0.428 -0.361 0.492 0.750 -0.564 -0.034 0.148 -0.244 -0.009 -0.293 0.337 0.493 -0.388 -0.383 -0.590 0.176 1.000 0.004 -0.438 -0.406 -0.013 0.077 -0.065 0.165 |\n",
"| p4415_s | 0.094 0.016 -0.017 -0.099 -0.042 0.001 0.161 0.038 0.002 0.166 -0.099 -0.016 0.053 0.309 0.082 0.007 0.004 1.000 -0.004 -0.056 0.001 -0.005 0.001 -0.003 |\n",
"| p4160_p | 0.511 0.571 -0.272 -0.629 0.673 0.037 -0.388 0.307 -0.001 -0.062 0.040 -0.654 0.448 0.255 0.431 -0.359 -0.438 -0.004 1.000 0.187 -0.002 -0.026 0.068 -0.155 |\n",
"| bplus_2 | 0.193 0.204 -0.143 -0.326 0.320 0.042 0.435 0.061 -0.066 0.170 -0.158 -0.188 0.134 0.246 0.259 -0.315 -0.406 -0.056 0.187 1.000 -0.105 0.220 0.081 -0.149 |\n",
"| phi_s | -0.011 0.018 -0.019 -0.007 -0.009 0.012 -0.020 -0.011 0.746 -0.004 -0.008 -0.014 0.001 -0.015 0.008 -0.015 -0.013 0.001 -0.002 -0.105 1.000 -0.141 -0.031 0.014 |\n",
"| rho_p | -0.013 -0.077 0.086 0.069 -0.020 -0.015 0.080 -0.002 -0.202 -0.012 0.043 0.057 -0.033 0.003 -0.062 0.075 0.077 -0.005 -0.026 0.220 -0.141 1.000 0.111 0.143 |\n",
"| omega_s | 0.068 0.035 -0.064 -0.111 0.087 0.677 -0.027 0.042 -0.099 0.045 -0.047 -0.073 0.059 0.062 0.084 -0.114 -0.065 0.001 0.068 0.081 -0.031 0.111 1.000 -0.377 |\n",
"| rho_s | -0.155 -0.106 0.160 0.259 -0.198 -0.018 0.062 -0.094 0.076 -0.103 0.110 0.168 -0.137 -0.138 -0.200 0.277 0.165 -0.003 -0.155 -0.149 0.014 0.143 -0.377 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2944322007564817}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04081884365403843}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.7607565703119716}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5626955368211186}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.2688601546448819}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.32392172348393755}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.18264463451657864}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.26029978492755956}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.24897116848447176}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18817286639927855}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.17705456375473494}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.7186437234817515}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04231553870896665}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1882744446660255}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.43507203665122396}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.012163707631472676}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.029411534326438393}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1819240859141379}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.15443583122072324}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07185441351761723}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.1635849800040532}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.304363187581028}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.3414114444915395}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.30135510244600383})])\n",
"Step: 8/11\n",
"Current Ctt: 1.3801311186847085\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1118 (1118 total) |\n",
"| EDM = 1.42E-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: 297459.0873037706\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.64 | 0.27 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.54 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.21 | 1.06 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.5 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.25 | 0.21 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.20 | 0.30 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.20 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.94 | 0.20 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.19 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.4 | 1.6 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.40 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.495 | 0.019 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.95 | 0.06 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.21 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.28 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.21 | 0.11 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.8 | 1.3 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.25 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.519 -0.411 -0.311 0.632 -0.008 -0.136 0.290 0.013 0.072 0.011 -0.666 0.378 0.489 -0.255 -0.217 -0.493 -0.139 0.651 0.354 0.007 -0.019 0.013 -0.130 |\n",
"| jpsi_p | 0.519 1.000 -0.128 -0.239 0.548 -0.018 0.077 0.319 0.010 0.137 0.198 -0.552 0.562 0.218 -0.220 -0.202 -0.382 -0.160 0.640 0.337 0.015 -0.076 -0.002 -0.111 |\n",
"| Dbar_p | -0.411 -0.128 1.000 0.375 -0.611 0.018 -0.156 -0.417 -0.012 -0.408 0.668 0.846 -0.242 -0.425 0.460 0.350 0.703 0.198 -0.398 -0.510 -0.024 0.075 -0.016 0.196 |\n",
"| DDstar_s | -0.311 -0.239 0.375 1.000 -0.405 0.009 -0.057 -0.254 -0.009 -0.231 0.226 0.473 -0.291 -0.253 0.260 0.221 0.476 0.118 -0.307 -0.355 -0.010 0.031 -0.012 0.129 |\n",
"| p4415_p | 0.632 0.548 -0.611 -0.405 1.000 -0.010 0.043 0.414 0.015 0.197 -0.174 -0.821 0.482 0.307 -0.367 -0.286 -0.634 -0.293 0.741 0.524 0.009 -0.018 0.017 -0.164 |\n",
"| omega_p | -0.008 -0.018 0.018 0.009 -0.010 1.000 0.001 -0.007 -0.029 -0.004 0.010 0.013 -0.006 -0.004 0.007 0.027 0.001 0.006 -0.008 -0.005 0.023 0.136 0.903 0.429 |\n",
"| Ctt | -0.136 0.077 -0.156 -0.057 0.043 0.001 1.000 0.009 -0.009 0.386 -0.318 -0.073 0.076 0.301 0.066 -0.042 -0.144 0.161 -0.211 0.616 -0.034 0.112 -0.001 -0.002 |\n",
"| p3770_s | 0.290 0.319 -0.417 -0.254 0.414 -0.007 0.009 1.000 0.008 0.312 -0.305 -0.522 0.185 0.268 -0.206 -0.172 -0.383 -0.080 0.343 0.266 0.005 -0.015 0.010 -0.103 |\n",
"| phi_p | 0.013 0.010 -0.012 -0.009 0.015 -0.029 -0.009 0.008 1.000 0.004 -0.002 -0.022 0.014 0.004 -0.009 -0.005 -0.018 -0.003 0.017 -0.010 0.781 -0.054 -0.062 -0.015 |\n",
"| p4040_s | 0.072 0.137 -0.408 -0.231 0.197 -0.004 0.386 0.312 0.004 1.000 -0.292 -0.392 0.198 0.246 -0.214 -0.129 -0.283 0.086 -0.056 0.283 0.000 0.004 0.007 -0.070 |\n",
"| p3770_p | 0.011 0.198 0.668 0.226 -0.174 0.010 -0.318 -0.305 -0.002 -0.292 1.000 0.365 -0.027 -0.239 0.247 0.196 0.348 0.028 0.074 -0.308 -0.012 0.034 -0.009 0.097 |\n",
"| DDstar_p | -0.666 -0.552 0.846 0.473 -0.821 0.013 -0.073 -0.522 -0.022 -0.392 0.365 1.000 -0.556 -0.469 0.511 0.371 0.775 0.242 -0.725 -0.567 -0.027 0.067 -0.023 0.211 |\n",
"| psi2s_p | 0.378 0.562 -0.242 -0.291 0.482 -0.006 0.076 0.185 0.014 0.198 -0.027 -0.556 1.000 0.203 -0.189 -0.183 -0.374 -0.109 0.514 0.262 0.012 -0.032 0.010 -0.103 |\n",
"| p4160_s | 0.489 0.218 -0.425 -0.253 0.307 -0.004 0.301 0.268 0.004 0.246 -0.239 -0.469 0.203 1.000 -0.225 -0.137 -0.338 0.187 0.206 0.344 -0.006 0.021 0.008 -0.080 |\n",
"| Dbar_s | -0.255 -0.220 0.460 0.260 -0.367 0.007 0.066 -0.206 -0.009 -0.214 0.247 0.511 -0.189 -0.225 1.000 0.168 0.349 0.091 -0.296 -0.265 -0.011 0.028 -0.009 0.095 |\n",
"| bplus_0 | -0.217 -0.202 0.350 0.221 -0.286 0.027 -0.042 -0.172 -0.005 -0.129 0.196 0.371 -0.183 -0.137 0.168 1.000 -0.210 0.125 -0.242 -0.241 -0.021 0.026 -0.015 0.227 |\n",
"| bplus_1 | -0.493 -0.382 0.703 0.476 -0.634 0.001 -0.144 -0.383 -0.018 -0.283 0.348 0.775 -0.374 -0.338 0.349 -0.210 1.000 0.270 -0.544 -0.574 -0.014 0.063 -0.013 0.097 |\n",
"| p4415_s | -0.139 -0.160 0.198 0.118 -0.293 0.006 0.161 -0.080 -0.003 0.086 0.028 0.242 -0.109 0.187 0.091 0.125 0.270 1.000 -0.238 -0.252 -0.002 0.004 -0.005 0.067 |\n",
"| p4160_p | 0.651 0.640 -0.398 -0.307 0.741 -0.008 -0.211 0.343 0.017 -0.056 0.074 -0.725 0.514 0.206 -0.296 -0.242 -0.544 -0.238 1.000 0.381 0.013 -0.033 0.015 -0.145 |\n",
"| bplus_2 | 0.354 0.337 -0.510 -0.355 0.524 -0.005 0.616 0.266 -0.010 0.283 -0.308 -0.567 0.262 0.344 -0.265 -0.241 -0.574 -0.252 0.381 1.000 -0.058 0.187 0.007 -0.101 |\n",
"| phi_s | 0.007 0.015 -0.024 -0.010 0.009 0.023 -0.034 0.005 0.781 0.000 -0.012 -0.027 0.012 -0.006 -0.011 -0.021 -0.014 -0.002 0.013 -0.058 1.000 -0.005 0.008 -0.006 |\n",
"| rho_p | -0.019 -0.076 0.075 0.031 -0.018 0.136 0.112 -0.015 -0.054 0.004 0.034 0.067 -0.032 0.021 0.028 0.026 0.063 0.004 -0.033 0.187 -0.005 1.000 0.146 0.328 |\n",
"| omega_s | 0.013 -0.002 -0.016 -0.012 0.017 0.903 -0.001 0.010 -0.062 0.007 -0.009 -0.023 0.010 0.008 -0.009 -0.015 -0.013 -0.005 0.015 0.007 0.008 0.146 1.000 0.214 |\n",
"| rho_s | -0.130 -0.111 0.196 0.129 -0.164 0.429 -0.002 -0.103 -0.015 -0.070 0.097 0.211 -0.103 -0.080 0.095 0.227 0.097 0.067 -0.145 -0.101 -0.006 0.328 0.214 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.27204720039515595}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.044471392326163706}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.0597818012828104}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4591641461492597}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.3169399411806042}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.502875461059729}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20682255477930012}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.29687847130765377}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2782932150905366}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.19680160383150047}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1773749471195425}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.5798339248112092}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.0441293378850931}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.19194637100756662}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.40328496082187903}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.018919603928359674}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.05538320039986866}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.20053207098661585}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.16754996406281109}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.10837916393289526}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.250464451161573}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.25766279213016263}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.945852264606978}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3287884879892642})])\n",
"Step: 8/11\n",
"Current Ctt: 1.3801311186847085\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1025 (1025 total) |\n",
"| EDM = 0.000373 (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: 297459.7454270879\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.59 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.540 | 0.031 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.05 | 0.41 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.60 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.53 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.22 | 0.25 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.20 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.86 | 0.21 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -3.13 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.5 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.34 | 0.19 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.494 | 0.019 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.94 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.17 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.24 | 0.10 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.29 | 0.07 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.8 | 1.1 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.29 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 8.4 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.52 | 0.31 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.153 0.147 -0.174 0.282 -0.006 0.022 -0.000 0.049 0.038 -0.317 0.118 0.422 -0.017 -0.179 -0.196 0.122 0.141 0.270 -0.012 0.033 0.006 -0.068 |\n",
"| jpsi_p | 0.153 1.000 0.284 0.324 0.006 -0.002 0.022 -0.005 -0.225 0.432 -0.022 0.043 -0.193 0.082 0.227 0.251 -0.140 0.449 -0.211 0.008 -0.067 -0.022 0.090 |\n",
"| Dbar_p | 0.147 0.284 1.000 -0.243 0.108 0.000 0.082 0.005 0.057 0.252 0.157 0.313 0.064 -0.021 -0.117 -0.130 0.054 0.098 0.120 -0.003 0.022 0.009 -0.048 |\n",
"| DDstar_s | -0.174 0.324 -0.243 1.000 -0.504 0.034 -0.310 0.002 -0.659 0.610 0.653 -0.551 -0.595 0.370 0.875 0.919 -0.277 0.374 -0.660 -0.010 0.041 -0.042 0.335 |\n",
"| p4415_p | 0.282 0.006 0.108 -0.504 1.000 -0.017 0.207 -0.000 0.271 -0.224 -0.579 0.353 0.273 -0.187 -0.473 -0.504 0.027 0.129 0.458 -0.006 0.014 0.021 -0.180 |\n",
"| omega_p | -0.006 -0.002 0.000 0.034 -0.017 1.000 -0.010 -0.009 -0.022 0.022 0.022 -0.019 -0.019 0.012 0.036 0.030 -0.008 0.013 -0.022 0.022 0.079 0.814 0.353 |\n",
"| p3770_s | 0.022 0.022 0.082 -0.310 0.207 -0.010 1.000 -0.001 0.333 -0.322 -0.347 0.103 0.242 -0.080 -0.275 -0.294 0.133 -0.101 0.233 -0.007 0.013 0.012 -0.107 |\n",
"| phi_p | -0.000 -0.005 0.005 0.002 -0.000 -0.009 -0.001 1.000 -0.001 0.003 -0.005 0.001 -0.002 0.001 0.001 -0.000 0.001 0.003 -0.011 0.727 -0.045 -0.051 0.002 |\n",
"| p4040_s | 0.049 -0.225 0.057 -0.659 0.271 -0.022 0.333 -0.001 1.000 -0.407 -0.552 0.381 0.371 -0.277 -0.566 -0.595 0.259 -0.454 0.334 0.006 -0.026 0.028 -0.220 |\n",
"| p3770_p | 0.038 0.432 0.252 0.610 -0.224 0.022 -0.322 0.003 -0.407 1.000 0.413 -0.283 -0.354 0.254 0.552 0.570 -0.187 0.421 -0.348 -0.013 0.043 -0.027 0.208 |\n",
"| DDstar_p | -0.317 -0.022 0.157 0.653 -0.579 0.022 -0.347 -0.005 -0.552 0.413 1.000 -0.560 -0.517 0.332 0.679 0.712 -0.190 -0.008 -0.526 -0.014 0.033 -0.036 0.258 |\n",
"| psi2s_p | 0.118 0.043 0.313 -0.551 0.353 -0.019 0.103 0.001 0.381 -0.283 -0.560 1.000 0.305 -0.188 -0.496 -0.518 0.155 -0.050 0.303 0.006 -0.027 0.023 -0.191 |\n",
"| p4160_s | 0.422 -0.193 0.064 -0.595 0.273 -0.019 0.242 -0.002 0.371 -0.354 -0.517 0.305 1.000 -0.239 -0.505 -0.535 0.369 -0.235 0.351 -0.002 -0.004 0.024 -0.197 |\n",
"| Dbar_s | -0.017 0.082 -0.021 0.370 -0.187 0.012 -0.080 0.001 -0.277 0.254 0.332 -0.188 -0.239 1.000 0.314 0.331 -0.132 0.168 -0.303 -0.001 0.005 -0.014 0.119 |\n",
"| bplus_0 | -0.179 0.227 -0.117 0.875 -0.473 0.036 -0.275 0.001 -0.566 0.552 0.679 -0.496 -0.505 0.314 1.000 0.703 -0.190 0.274 -0.660 -0.016 0.050 -0.043 0.342 |\n",
"| bplus_1 | -0.196 0.251 -0.130 0.919 -0.504 0.030 -0.294 -0.000 -0.595 0.570 0.712 -0.518 -0.535 0.331 0.703 1.000 -0.197 0.278 -0.685 -0.012 0.055 -0.039 0.304 |\n",
"| p4415_s | 0.122 -0.140 0.054 -0.277 0.027 -0.008 0.133 0.001 0.259 -0.187 -0.190 0.155 0.369 -0.132 -0.190 -0.197 1.000 -0.095 -0.047 0.009 -0.035 0.011 -0.080 |\n",
"| p4160_p | 0.141 0.449 0.098 0.374 0.129 0.013 -0.101 0.003 -0.454 0.421 -0.008 -0.050 -0.235 0.168 0.274 0.278 -0.095 1.000 -0.026 -0.015 0.051 -0.015 0.107 |\n",
"| bplus_2 | 0.270 -0.211 0.120 -0.660 0.458 -0.022 0.233 -0.011 0.334 -0.348 -0.526 0.303 0.351 -0.303 -0.660 -0.685 -0.047 -0.026 1.000 -0.050 0.156 0.022 -0.228 |\n",
"| phi_s | -0.012 0.008 -0.003 -0.010 -0.006 0.022 -0.007 0.727 0.006 -0.013 -0.014 0.006 -0.002 -0.001 -0.016 -0.012 0.009 -0.015 -0.050 1.000 0.009 0.006 -0.006 |\n",
"| rho_p | 0.033 -0.067 0.022 0.041 0.014 0.079 0.013 -0.045 -0.026 0.043 0.033 -0.027 -0.004 0.005 0.050 0.055 -0.035 0.051 0.156 0.009 1.000 0.091 0.273 |\n",
"| omega_s | 0.006 -0.022 0.009 -0.042 0.021 0.814 0.012 -0.051 0.028 -0.027 -0.036 0.023 0.024 -0.014 -0.043 -0.039 0.011 -0.015 0.022 0.006 0.091 1.000 0.054 |\n",
"| rho_s | -0.068 0.090 -0.048 0.335 -0.180 0.353 -0.107 0.002 -0.220 0.208 0.258 -0.191 -0.197 0.119 0.342 0.304 -0.080 0.107 -0.228 -0.006 0.273 0.054 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20249249807014635}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.031333510049597724}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.405435455492857}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5997327317203879}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.21247478624903882}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.34419809967596704}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.25435450227517087}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2438696300416736}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.20533180109942378}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1568908418394961}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.587667154439504}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.040471996396218124}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.18733835546289823}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.07006234701442604}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.018658575777977582}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.044671232971096764}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18250894191248607}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10312125510996073}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0714582145667475}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0968532884894646}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.24220534385896153}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.4200148691792895}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.30516763159204463})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1231 (1231 total) |\n",
"| EDM = 3.65E-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: 297332.3541190791\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.86 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.54 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.8 | 2.4 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.59 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.42 | 0.22 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.3 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.63 | 0.20 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.43 | 0.30 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.22 | 0.72 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.00 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -3.11 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 1.4 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.07 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.13 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | -0.14 | 0.37 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.467 | 0.013 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.91 | 0.03 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.28 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.17 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.23 | 0.08 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.6 | 2.6 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.9 | 1.5 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.742 -0.711 -0.448 0.583 0.042 0.100 0.403 0.044 -0.415 0.765 -0.027 0.648 0.208 -0.793 -0.054 -0.143 -0.050 0.687 0.063 0.035 0.058 0.043 -0.047 |\n",
"| jpsi_p | 0.742 1.000 -0.872 -0.498 0.628 0.027 0.205 0.489 0.039 -0.357 0.875 0.004 0.804 -0.013 -0.892 -0.062 -0.119 -0.125 0.804 0.067 0.033 0.010 0.025 -0.038 |\n",
"| Dbar_p | -0.711 -0.872 1.000 0.753 -0.588 -0.055 -0.056 -0.446 -0.060 0.308 -0.863 0.244 -0.810 -0.020 0.886 0.109 0.233 0.076 -0.730 -0.127 -0.050 -0.062 -0.059 0.075 |\n",
"| DDstar_s | -0.448 -0.498 0.753 1.000 -0.352 -0.062 -0.133 -0.308 -0.042 0.121 -0.500 0.551 -0.576 -0.110 0.683 0.285 0.501 0.012 -0.345 -0.279 -0.037 -0.041 -0.087 0.157 |\n",
"| p4415_p | 0.583 0.628 -0.588 -0.352 1.000 0.042 0.114 0.346 0.035 -0.382 0.624 -0.090 0.560 -0.070 -0.643 -0.074 -0.176 -0.205 0.676 0.169 0.025 0.070 0.044 -0.050 |\n",
"| omega_p | 0.042 0.027 -0.055 -0.062 0.042 1.000 0.022 0.029 0.078 -0.009 0.037 -0.051 0.045 0.017 -0.051 -0.056 -0.018 -0.009 0.034 0.074 0.093 0.153 0.781 0.004 |\n",
"| Ctt | 0.100 0.205 -0.056 -0.133 0.114 0.022 1.000 0.109 0.009 0.201 0.065 0.072 0.243 0.249 -0.243 -0.071 -0.130 0.139 -0.003 0.549 -0.000 0.090 0.022 -0.014 |\n",
"| p3770_s | 0.403 0.489 -0.446 -0.308 0.346 0.029 0.109 1.000 0.028 -0.090 0.391 -0.014 0.375 0.038 -0.540 -0.032 -0.094 -0.035 0.415 0.014 0.021 0.041 0.030 -0.033 |\n",
"| phi_p | 0.044 0.039 -0.060 -0.042 0.035 0.078 0.009 0.028 1.000 -0.024 0.056 -0.008 0.051 -0.005 -0.065 -0.008 -0.017 -0.006 0.048 -0.018 0.957 0.025 -0.028 0.034 |\n",
"| p4040_s | -0.415 -0.357 0.308 0.121 -0.382 -0.009 0.201 -0.090 -0.024 1.000 -0.405 -0.195 -0.272 -0.043 0.376 -0.012 -0.014 0.190 -0.570 0.081 -0.022 0.003 -0.005 0.001 |\n",
"| p3770_p | 0.765 0.875 -0.863 -0.500 0.624 0.037 0.065 0.391 0.056 -0.405 1.000 0.083 0.766 -0.035 -0.896 -0.004 -0.064 -0.144 0.831 -0.017 0.046 0.044 0.032 -0.025 |\n",
"| DDstar_p | -0.027 0.004 0.244 0.551 -0.090 -0.051 0.072 -0.014 -0.008 -0.195 0.083 1.000 -0.121 -0.214 0.023 0.383 0.637 -0.087 0.125 -0.409 -0.010 -0.016 -0.090 0.193 |\n",
"| psi2s_p | 0.648 0.804 -0.810 -0.576 0.560 0.045 0.243 0.375 0.051 -0.272 0.766 -0.121 1.000 -0.001 -0.861 -0.103 -0.200 -0.084 0.693 0.077 0.044 0.039 0.048 -0.067 |\n",
"| p4160_s | 0.208 -0.013 -0.020 -0.110 -0.070 0.017 0.249 0.038 -0.005 -0.043 -0.035 -0.214 -0.001 1.000 -0.022 -0.041 -0.106 0.337 -0.104 0.172 -0.011 0.056 0.022 -0.025 |\n",
"| Dbar_s | -0.793 -0.892 0.886 0.683 -0.643 -0.051 -0.243 -0.540 -0.065 0.376 -0.896 0.023 -0.861 -0.022 1.000 0.100 0.207 0.123 -0.808 -0.075 -0.057 -0.045 -0.054 0.070 |\n",
"| bplus_0 | -0.054 -0.062 0.109 0.285 -0.074 -0.056 -0.071 -0.032 -0.008 -0.012 -0.004 0.383 -0.103 -0.041 0.100 1.000 -0.248 0.048 -0.005 -0.256 -0.017 -0.008 -0.107 0.239 |\n",
"| bplus_1 | -0.143 -0.119 0.233 0.501 -0.176 -0.018 -0.130 -0.094 -0.017 -0.014 -0.064 0.637 -0.200 -0.106 0.207 -0.248 1.000 0.077 -0.058 -0.430 -0.013 0.013 -0.027 0.073 |\n",
"| p4415_s | -0.050 -0.125 0.076 0.012 -0.205 -0.009 0.139 -0.035 -0.006 0.190 -0.144 -0.087 -0.084 0.337 0.123 0.048 0.077 1.000 -0.157 -0.095 -0.005 -0.010 -0.012 0.019 |\n",
"| p4160_p | 0.687 0.804 -0.730 -0.345 0.676 0.034 -0.003 0.415 0.048 -0.570 0.831 0.125 0.693 -0.104 -0.808 -0.005 -0.058 -0.157 1.000 -0.004 0.039 0.043 0.029 -0.021 |\n",
"| bplus_2 | 0.063 0.067 -0.127 -0.279 0.169 0.074 0.549 0.014 -0.018 0.081 -0.017 -0.409 0.077 0.172 -0.075 -0.256 -0.430 -0.095 -0.004 1.000 -0.043 0.256 0.091 -0.088 |\n",
"| phi_s | 0.035 0.033 -0.050 -0.037 0.025 0.093 -0.000 0.021 0.957 -0.022 0.046 -0.010 0.044 -0.011 -0.057 -0.017 -0.013 -0.005 0.039 -0.043 1.000 0.039 -0.002 0.021 |\n",
"| rho_p | 0.058 0.010 -0.062 -0.041 0.070 0.153 0.090 0.041 0.025 0.003 0.044 -0.016 0.039 0.056 -0.045 -0.008 0.013 -0.010 0.043 0.256 0.039 1.000 0.244 0.205 |\n",
"| omega_s | 0.043 0.025 -0.059 -0.087 0.044 0.781 0.022 0.030 -0.028 -0.005 0.032 -0.090 0.048 0.022 -0.054 -0.107 -0.027 -0.012 0.029 0.091 -0.002 0.244 1.000 -0.281 |\n",
"| rho_s | -0.047 -0.038 0.075 0.157 -0.050 0.004 -0.014 -0.033 0.034 0.001 -0.025 0.193 -0.067 -0.025 0.070 0.239 0.073 0.019 -0.021 -0.088 0.021 0.205 -0.281 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2935039080582442}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.07233732251108815}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.3933863188301636}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5938608190052963}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.22257796393653684}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.34952672473201885}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1992057407860104}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.29813761843028486}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.7159322052609145}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1902640225249443}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.3032701369921478}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6158333704332519}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.06546162847813974}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16802447936032872}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.36535406785410873}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.013408468332938073}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03339049779555836}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19121065603043474}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.20194823878822765}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08242639419834985}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 2.5579406556080713}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.32625228401532613}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.4611128832126639}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.317936246387851})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=990 (990 total) |\n",
"| EDM = 0.00193 (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: 297334.3246009751\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.82 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.519 | 0.031 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.05 | 0.50 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.27 | 0.54 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.34 | 0.25 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.32 | 0.29 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.39 | 0.27 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.23 | 0.44 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.95 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -3.02 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.005 | 0.776 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.06 | 0.21 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.467 | 0.016 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.89 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.27 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.06 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.32 | 0.06 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.7 | 1.6 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.39 | 0.30 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 7.8 | 1.3 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.17 | 0.31 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.371 -0.300 -0.666 0.592 0.060 0.336 0.017 0.321 -0.214 -0.626 0.494 0.657 -0.291 -0.569 -0.605 0.301 0.301 0.482 0.020 0.010 0.117 -0.258 |\n",
"| jpsi_p | 0.371 1.000 0.069 -0.287 0.364 0.003 0.277 -0.013 0.121 0.117 -0.472 0.382 0.194 -0.177 -0.265 -0.267 0.032 0.454 0.134 0.002 -0.084 0.028 -0.106 |\n",
"| Dbar_p | -0.300 0.069 1.000 0.518 -0.411 -0.037 -0.227 -0.006 -0.386 0.598 0.695 -0.253 -0.425 0.305 0.488 0.506 -0.186 -0.081 -0.344 -0.021 0.042 -0.088 0.210 |\n",
"| DDstar_s | -0.666 -0.287 0.518 1.000 -0.750 -0.082 -0.490 -0.024 -0.618 0.542 0.700 -0.732 -0.729 0.501 0.883 0.929 -0.362 -0.298 -0.632 -0.041 0.034 -0.174 0.396 |\n",
"| p4415_p | 0.592 0.364 -0.411 -0.750 1.000 0.067 0.399 0.020 0.372 -0.313 -0.691 0.581 0.510 -0.359 -0.653 -0.692 0.175 0.477 0.552 0.026 0.004 0.133 -0.294 |\n",
"| omega_p | 0.060 0.003 -0.037 -0.082 0.067 1.000 0.044 0.044 0.049 -0.042 -0.061 0.060 0.062 -0.040 -0.076 -0.070 0.024 0.032 0.087 0.061 0.088 0.710 0.020 |\n",
"| p3770_s | 0.336 0.277 -0.227 -0.490 0.399 0.044 1.000 0.012 0.408 -0.388 -0.446 0.289 0.383 -0.200 -0.409 -0.436 0.206 0.179 0.321 0.013 0.010 0.086 -0.188 |\n",
"| phi_p | 0.017 -0.013 -0.006 -0.024 0.020 0.044 0.012 1.000 0.014 -0.010 -0.025 0.017 0.017 -0.012 -0.020 -0.023 0.008 0.012 0.010 0.889 0.000 -0.031 0.018 |\n",
"| p4040_s | 0.321 0.121 -0.386 -0.618 0.372 0.049 0.408 0.014 1.000 -0.366 -0.458 0.455 0.330 -0.340 -0.514 -0.540 0.254 -0.048 0.253 0.025 -0.026 0.104 -0.235 |\n",
"| p3770_p | -0.214 0.117 0.598 0.542 -0.313 -0.042 -0.388 -0.010 -0.366 1.000 0.339 -0.322 -0.384 0.284 0.496 0.512 -0.221 0.069 -0.296 -0.025 0.035 -0.094 0.216 |\n",
"| DDstar_p | -0.626 -0.472 0.695 0.700 -0.691 -0.061 -0.446 -0.025 -0.458 0.339 1.000 -0.620 -0.567 0.394 0.616 0.647 -0.229 -0.493 -0.453 -0.036 0.023 -0.123 0.276 |\n",
"| psi2s_p | 0.494 0.382 -0.253 -0.732 0.581 0.060 0.289 0.017 0.455 -0.322 -0.620 1.000 0.489 -0.339 -0.625 -0.656 0.247 0.338 0.378 0.028 -0.024 0.124 -0.282 |\n",
"| p4160_s | 0.657 0.194 -0.425 -0.729 0.510 0.062 0.383 0.017 0.330 -0.384 -0.567 0.489 1.000 -0.363 -0.610 -0.645 0.426 0.200 0.421 0.024 -0.004 0.125 -0.278 |\n",
"| Dbar_s | -0.291 -0.177 0.305 0.501 -0.359 -0.040 -0.200 -0.012 -0.340 0.284 0.394 -0.339 -0.363 1.000 0.414 0.437 -0.203 -0.110 -0.368 -0.018 0.006 -0.082 0.184 |\n",
"| bplus_0 | -0.569 -0.265 0.488 0.883 -0.653 -0.076 -0.409 -0.020 -0.514 0.496 0.616 -0.625 -0.610 0.414 1.000 0.702 -0.263 -0.272 -0.632 -0.041 0.045 -0.169 0.397 |\n",
"| bplus_1 | -0.605 -0.267 0.506 0.929 -0.692 -0.070 -0.436 -0.023 -0.540 0.512 0.647 -0.656 -0.645 0.437 0.702 1.000 -0.274 -0.293 -0.649 -0.039 0.050 -0.150 0.353 |\n",
"| p4415_s | 0.301 0.032 -0.186 -0.362 0.175 0.024 0.206 0.008 0.254 -0.221 -0.229 0.247 0.426 -0.203 -0.263 -0.274 1.000 0.107 0.007 0.016 -0.030 0.054 -0.125 |\n",
"| p4160_p | 0.301 0.454 -0.081 -0.298 0.477 0.032 0.179 0.012 -0.048 0.069 -0.493 0.338 0.200 -0.110 -0.272 -0.293 0.107 1.000 0.364 0.008 0.025 0.057 -0.122 |\n",
"| bplus_2 | 0.482 0.134 -0.344 -0.632 0.552 0.087 0.321 0.010 0.253 -0.296 -0.453 0.378 0.421 -0.368 -0.632 -0.649 0.007 0.364 1.000 -0.011 0.173 0.144 -0.266 |\n",
"| phi_s | 0.020 0.002 -0.021 -0.041 0.026 0.061 0.013 0.889 0.025 -0.025 -0.036 0.028 0.024 -0.018 -0.041 -0.039 0.016 0.008 -0.011 1.000 0.024 0.007 -0.008 |\n",
"| rho_p | 0.010 -0.084 0.042 0.034 0.004 0.088 0.010 0.000 -0.026 0.035 0.023 -0.024 -0.004 0.006 0.045 0.050 -0.030 0.025 0.173 0.024 1.000 0.186 0.194 |\n",
"| omega_s | 0.117 0.028 -0.088 -0.174 0.133 0.710 0.086 -0.031 0.104 -0.094 -0.123 0.124 0.125 -0.082 -0.169 -0.150 0.054 0.057 0.144 0.007 0.186 1.000 -0.303 |\n",
"| rho_s | -0.258 -0.106 0.210 0.396 -0.294 0.020 -0.188 0.018 -0.235 0.216 0.276 -0.282 -0.278 0.184 0.397 0.353 -0.125 -0.122 -0.266 -0.008 0.194 -0.303 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2414076699657477}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03146536074400208}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.49694918030396407}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5413711883137897}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.2496601393634963}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.29216667105917393}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2731999859301095}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.43527380448334085}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18983027276132702}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1412300657815675}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.7763178082925606}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04766362286934811}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.21333238776080587}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.373886038211776}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.015881046409125243}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03825904681796288}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18405753473380948}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.1110946306582159}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0623234445680001}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.6201397120050078}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.3028715295991429}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.253973428490279}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.31336806293510205})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1195 (1195 total) |\n",
"| EDM = 0.000801 (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: 297380.38763449667\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.50 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.500 | 0.027 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 1.0 | 0.7 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.26 | 0.47 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.68 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.05 | 0.20 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.39 | 0.23 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.31 | 0.38 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 0.82 | 0.21 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.60 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | 0.6 | 1.0 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.30 | 0.18 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.30 | 0.45 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.488 | 0.014 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.932 | 0.031 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.35 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.03 | 0.10 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.29 | 0.06 | | | -2 | 2 | |\n",
"| 20| phi_s | 18.3 | 1.4 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | 0.04 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 7.7 | 1.4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.63 | 0.31 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.111 0.129 0.046 0.142 0.003 -0.056 0.064 -0.003 -0.118 0.153 -0.032 -0.031 0.239 0.056 0.001 -0.003 0.006 0.178 0.008 -0.010 0.023 0.001 0.004 |\n",
"| jpsi_p | 0.111 1.000 0.197 0.256 0.005 -0.033 0.229 0.146 -0.009 -0.125 0.228 0.028 0.063 -0.114 0.013 0.137 0.155 -0.083 0.282 -0.059 0.001 -0.098 -0.043 0.016 |\n",
"| Dbar_p | 0.129 0.197 1.000 0.867 -0.463 -0.043 0.712 0.267 0.023 -0.619 0.626 0.891 -0.230 -0.512 0.698 0.721 0.751 -0.294 0.393 -0.419 0.018 -0.094 -0.084 0.173 |\n",
"| DDstar_s | 0.046 0.256 0.867 1.000 -0.541 -0.051 0.689 0.180 0.027 -0.680 0.681 0.885 -0.357 -0.586 0.743 0.861 0.895 -0.297 0.393 -0.427 0.018 -0.104 -0.101 0.211 |\n",
"| p4415_p | 0.142 0.005 -0.463 -0.541 1.000 0.033 -0.355 -0.024 -0.016 0.333 -0.318 -0.604 0.260 0.336 -0.401 -0.482 -0.507 0.032 0.048 0.303 -0.018 0.086 0.059 -0.111 |\n",
"| omega_p | 0.003 -0.033 -0.043 -0.051 0.033 1.000 -0.035 -0.005 -0.003 0.036 -0.036 -0.052 0.020 0.032 -0.039 -0.049 -0.044 0.012 -0.014 0.039 0.030 0.111 0.800 0.168 |\n",
"| Ctt | -0.056 0.229 0.712 0.689 -0.355 -0.035 1.000 0.073 0.022 -0.343 0.383 0.680 -0.175 -0.290 0.581 0.567 0.587 -0.120 0.099 0.009 0.014 -0.059 -0.070 0.148 |\n",
"| p3770_s | 0.064 0.146 0.267 0.180 -0.024 -0.005 0.073 1.000 0.001 -0.032 -0.013 0.117 -0.210 -0.066 0.155 0.139 0.140 -0.050 0.155 -0.113 -0.007 0.005 -0.014 0.035 |\n",
"| phi_p | -0.003 -0.009 0.023 0.027 -0.016 -0.003 0.022 0.001 1.000 -0.018 0.017 0.020 -0.013 -0.017 0.016 0.021 0.018 -0.005 0.008 -0.028 0.849 -0.075 -0.063 -0.034 |\n",
"| p4040_s | -0.118 -0.125 -0.619 -0.680 0.333 0.036 -0.343 -0.032 -0.018 1.000 -0.499 -0.666 0.279 0.376 -0.497 -0.565 -0.590 0.312 -0.488 0.304 -0.015 0.082 0.068 -0.135 |\n",
"| p3770_p | 0.153 0.228 0.626 0.681 -0.318 -0.036 0.383 -0.013 0.017 -0.499 1.000 0.589 -0.227 -0.406 0.395 0.578 0.598 -0.249 0.402 -0.307 0.011 -0.073 -0.069 0.137 |\n",
"| DDstar_p | -0.032 0.028 0.891 0.885 -0.604 -0.052 0.680 0.117 0.020 -0.666 0.589 1.000 -0.429 -0.574 0.679 0.797 0.831 -0.283 0.224 -0.419 0.014 -0.106 -0.097 0.193 |\n",
"| psi2s_p | -0.031 0.063 -0.230 -0.357 0.260 0.020 -0.175 -0.210 -0.013 0.279 -0.227 -0.429 1.000 0.195 -0.287 -0.342 -0.352 0.126 -0.046 0.095 -0.011 0.040 0.039 -0.085 |\n",
"| p4160_s | 0.239 -0.114 -0.512 -0.586 0.336 0.032 -0.290 -0.066 -0.017 0.376 -0.406 -0.574 0.195 1.000 -0.413 -0.482 -0.508 0.390 -0.275 0.303 -0.018 0.085 0.059 -0.112 |\n",
"| Dbar_s | 0.056 0.013 0.698 0.743 -0.401 -0.039 0.581 0.155 0.016 -0.497 0.395 0.679 -0.287 -0.413 1.000 0.582 0.610 -0.246 0.256 -0.352 0.015 -0.089 -0.071 0.138 |\n",
"| bplus_0 | 0.001 0.137 0.721 0.861 -0.482 -0.049 0.567 0.139 0.021 -0.565 0.578 0.797 -0.342 -0.482 0.582 1.000 0.660 -0.202 0.271 -0.454 0.008 -0.089 -0.101 0.226 |\n",
"| bplus_1 | -0.003 0.155 0.751 0.895 -0.507 -0.044 0.587 0.140 0.018 -0.590 0.598 0.831 -0.352 -0.508 0.610 0.660 1.000 -0.208 0.278 -0.467 0.009 -0.073 -0.088 0.194 |\n",
"| p4415_s | 0.006 -0.083 -0.294 -0.297 0.032 0.012 -0.120 -0.050 -0.005 0.312 -0.249 -0.283 0.126 0.390 -0.246 -0.202 -0.208 1.000 -0.181 0.000 0.000 0.010 0.025 -0.057 |\n",
"| p4160_p | 0.178 0.282 0.393 0.393 0.048 -0.014 0.099 0.155 0.008 -0.488 0.402 0.224 -0.046 -0.275 0.256 0.271 0.278 -0.181 1.000 -0.119 -0.000 -0.016 -0.031 0.069 |\n",
"| bplus_2 | 0.008 -0.059 -0.419 -0.427 0.303 0.039 0.009 -0.113 -0.028 0.304 -0.307 -0.419 0.095 0.303 -0.352 -0.454 -0.467 0.000 -0.119 1.000 -0.060 0.225 0.055 -0.036 |\n",
"| phi_s | -0.010 0.001 0.018 0.018 -0.018 0.030 0.014 -0.007 0.849 -0.015 0.011 0.014 -0.011 -0.018 0.015 0.008 0.009 0.000 -0.000 -0.060 1.000 -0.021 -0.012 -0.022 |\n",
"| rho_p | 0.023 -0.098 -0.094 -0.104 0.086 0.111 -0.059 0.005 -0.075 0.082 -0.073 -0.106 0.040 0.085 -0.089 -0.089 -0.073 0.010 -0.016 0.225 -0.021 1.000 0.251 0.292 |\n",
"| omega_s | 0.001 -0.043 -0.084 -0.101 0.059 0.800 -0.070 -0.014 -0.063 0.068 -0.069 -0.097 0.039 0.059 -0.071 -0.101 -0.088 0.025 -0.031 0.055 -0.012 0.251 1.000 -0.049 |\n",
"| rho_s | 0.004 0.016 0.173 0.211 -0.111 0.168 0.148 0.035 -0.034 -0.135 0.137 0.193 -0.085 -0.112 0.138 0.226 0.194 -0.057 0.069 -0.036 -0.022 0.292 -0.049 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20006230792151491}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026845447459209915}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.7172588686950649}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.46583291059805393}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.17875052400323654}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.38136777355300255}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20225516707573665}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2256846626346518}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.37613582898212794}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.20566281355698296}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.14934513192689547}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.0126406562945722}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03343550831921416}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17664867666440354}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.44989620261875757}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.013936335796579158}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.030749783834763678}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.17980566476681048}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.09830011877338274}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06211813277690448}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.3994676701738946}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.20669139922927293}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.378348595045951}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3053583202193819})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.974E+05 | Ncalls=1028 (1028 total) |\n",
"| EDM = 0.00528 (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: 297380.40225403453\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.50 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.500 | 0.028 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.9 | 0.7 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.27 | 0.48 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.68 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.6 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.38 | 0.23 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.3 | 0.4 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.82 | 0.23 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.60 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | 0.4 | 1.0 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.30 | 0.20 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.12 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.487 | 0.016 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.93 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.35 | 0.18 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.02 | 0.10 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.30 | 0.07 | | | -2 | 2 | |\n",
"| 19| phi_s | 18.4 | 1.4 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | 0.03 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 7.8 | 1.5 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.62 | 0.31 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.180 0.125 0.006 0.177 0.006 0.067 -0.003 -0.067 0.125 -0.082 0.023 0.260 0.023 -0.027 -0.034 0.032 0.175 0.077 -0.011 0.035 0.006 -0.001 |\n",
"| jpsi_p | 0.180 1.000 0.163 0.234 0.040 -0.034 0.195 -0.006 -0.144 0.235 -0.079 0.080 -0.126 -0.011 0.114 0.133 -0.110 0.383 -0.162 0.004 -0.101 -0.043 0.010 |\n",
"| Dbar_p | 0.125 0.163 1.000 0.824 -0.521 -0.049 0.274 0.022 -0.703 0.732 0.866 -0.300 -0.612 0.252 0.712 0.743 -0.312 0.460 -0.712 0.014 -0.096 -0.092 0.191 |\n",
"| DDstar_s | 0.006 0.234 0.824 1.000 -0.618 -0.062 0.158 0.027 -0.767 0.792 0.846 -0.457 -0.694 0.287 0.882 0.917 -0.305 0.444 -0.723 0.014 -0.107 -0.117 0.245 |\n",
"| p4415_p | 0.177 0.040 -0.521 -0.618 1.000 0.044 -0.014 -0.018 0.442 -0.434 -0.679 0.360 0.447 -0.175 -0.555 -0.584 0.062 0.005 0.507 -0.017 0.097 0.077 -0.147 |\n",
"| omega_p | 0.006 -0.034 -0.049 -0.062 0.044 1.000 -0.005 -0.013 0.048 -0.049 -0.060 0.030 0.045 -0.018 -0.060 -0.054 0.014 -0.019 0.061 0.026 0.133 0.825 0.171 |\n",
"| p3770_s | 0.067 0.195 0.274 0.158 -0.014 -0.005 1.000 0.000 -0.029 0.025 0.088 -0.182 -0.063 0.064 0.129 0.128 -0.036 0.165 -0.114 -0.009 0.011 -0.014 0.038 |\n",
"| phi_p | -0.003 -0.006 0.022 0.027 -0.018 -0.013 0.000 1.000 -0.021 0.021 0.017 -0.015 -0.021 0.006 0.021 0.018 -0.005 0.011 -0.042 0.851 -0.096 -0.070 -0.042 |\n",
"| p4040_s | -0.067 -0.144 -0.703 -0.767 0.442 0.048 -0.029 -0.021 1.000 -0.625 -0.734 0.365 0.493 -0.224 -0.652 -0.680 0.319 -0.500 0.506 -0.014 0.089 0.089 -0.180 |\n",
"| p3770_p | 0.125 0.235 0.732 0.792 -0.434 -0.049 0.025 0.021 -0.625 1.000 0.665 -0.322 -0.538 0.190 0.677 0.702 -0.281 0.465 -0.560 0.010 -0.087 -0.091 0.184 |\n",
"| DDstar_p | -0.082 -0.079 0.866 0.846 -0.679 -0.060 0.088 0.017 -0.734 0.665 1.000 -0.526 -0.663 0.247 0.778 0.813 -0.288 0.228 -0.701 0.010 -0.110 -0.107 0.212 |\n",
"| psi2s_p | 0.023 0.080 -0.300 -0.457 0.360 0.030 -0.182 -0.015 0.365 -0.322 -0.526 1.000 0.292 -0.140 -0.428 -0.442 0.141 -0.052 0.246 -0.010 0.050 0.057 -0.122 |\n",
"| p4160_s | 0.260 -0.126 -0.612 -0.694 0.447 0.045 -0.063 -0.021 0.493 -0.538 -0.663 0.292 1.000 -0.196 -0.585 -0.614 0.398 -0.308 0.493 -0.018 0.096 0.081 -0.158 |\n",
"| Dbar_s | 0.023 -0.011 0.252 0.287 -0.175 -0.018 0.064 0.006 -0.224 0.190 0.247 -0.140 -0.196 1.000 0.229 0.241 -0.106 0.128 -0.237 0.005 -0.038 -0.031 0.061 |\n",
"| bplus_0 | -0.027 0.114 0.712 0.882 -0.555 -0.060 0.129 0.021 -0.652 0.677 0.778 -0.428 -0.585 0.229 1.000 0.695 -0.217 0.324 -0.703 0.005 -0.097 -0.117 0.256 |\n",
"| bplus_1 | -0.034 0.133 0.743 0.917 -0.584 -0.054 0.128 0.018 -0.680 0.702 0.813 -0.442 -0.614 0.241 0.695 1.000 -0.222 0.331 -0.723 0.007 -0.080 -0.103 0.225 |\n",
"| p4415_s | 0.032 -0.110 -0.312 -0.305 0.062 0.014 -0.036 -0.005 0.319 -0.281 -0.288 0.141 0.398 -0.106 -0.217 -0.222 1.000 -0.184 0.052 0.002 0.006 0.029 -0.071 |\n",
"| p4160_p | 0.175 0.383 0.460 0.444 0.005 -0.019 0.165 0.011 -0.500 0.465 0.228 -0.052 -0.308 0.128 0.324 0.331 -0.184 1.000 -0.180 -0.001 -0.015 -0.041 0.096 |\n",
"| bplus_2 | 0.077 -0.162 -0.712 -0.723 0.507 0.061 -0.114 -0.042 0.506 -0.560 -0.701 0.246 0.493 -0.237 -0.703 -0.723 0.052 -0.180 1.000 -0.061 0.232 0.098 -0.132 |\n",
"| phi_s | -0.011 0.004 0.014 0.014 -0.017 0.026 -0.009 0.851 -0.014 0.010 0.010 -0.010 -0.018 0.005 0.005 0.007 0.002 -0.001 -0.061 1.000 -0.037 -0.014 -0.030 |\n",
"| rho_p | 0.035 -0.101 -0.096 -0.107 0.097 0.133 0.011 -0.096 0.089 -0.087 -0.110 0.050 0.096 -0.038 -0.097 -0.080 0.006 -0.015 0.232 -0.037 1.000 0.265 0.295 |\n",
"| omega_s | 0.006 -0.043 -0.092 -0.117 0.077 0.825 -0.014 -0.070 0.089 -0.091 -0.107 0.057 0.081 -0.031 -0.117 -0.103 0.029 -0.041 0.098 -0.014 0.265 1.000 -0.037 |\n",
"| rho_s | -0.001 0.010 0.191 0.245 -0.147 0.171 0.038 -0.042 -0.180 0.184 0.212 -0.122 -0.158 0.061 0.256 0.225 -0.071 0.096 -0.132 -0.030 0.295 -0.037 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20541895105272756}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.027893975516524616}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.6762433248391466}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.48088587136538186}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.19849669491611577}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.41144619894142576}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2305470556209026}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.37623146069422964}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.2335843871097344}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.17943304094640222}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 1.022839430411239}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03628426731243106}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.19922946675635478}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.11913330085392068}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.015778285665105196}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.03589764893598546}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18225751843064142}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10416718215659104}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07404797638850402}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.42469198546919}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.21245943690871227}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.475819141456256}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3135102483163359})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1216 (1216 total) |\n",
"| EDM = 5.95E-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: 297456.0322010645\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.29 | 0.18 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.47 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.6 | 2.8 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.33 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.20 | 0.16 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.31 | 0.28 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.49 | 0.16 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.95 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.52 | 0.25 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.09 | 0.16 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.92 | 0.20 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -1.0 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.35 | 0.16 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.11 | 0.48 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.544 | 0.009 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -1.047 | 0.018 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.34 | 0.17 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.01 | 0.11 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.14 | 0.07 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.3 | 1.1 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.38 | 0.22 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 6.3 | 1.1 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 1.60 | 0.26 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.444 0.427 0.298 0.156 0.009 0.017 0.188 0.001 -0.261 0.487 0.276 0.288 0.145 -0.456 0.102 0.094 0.009 0.425 -0.001 -0.020 0.062 0.008 -0.003 |\n",
"| jpsi_p | 0.444 1.000 0.769 0.563 0.037 0.002 0.377 0.396 0.012 -0.231 0.731 0.519 0.599 -0.184 -0.744 0.168 0.180 -0.012 0.467 -0.006 -0.004 0.024 -0.006 0.016 |\n",
"| Dbar_p | 0.427 0.769 1.000 0.902 -0.131 0.012 0.358 0.399 0.010 -0.319 0.881 0.850 0.662 -0.247 -0.957 0.265 0.264 0.036 0.360 0.001 -0.022 0.100 0.008 0.010 |\n",
"| DDstar_s | 0.298 0.563 0.902 1.000 -0.257 0.008 0.370 0.309 0.005 -0.346 0.765 0.836 0.513 -0.268 -0.923 0.255 0.259 0.031 0.173 -0.010 -0.020 0.085 0.005 0.014 |\n",
"| p4415_p | 0.156 0.037 -0.131 -0.257 1.000 0.004 -0.047 0.016 -0.006 -0.055 -0.038 -0.170 -0.026 -0.052 0.114 -0.063 -0.077 -0.148 0.302 0.117 -0.014 0.026 0.006 -0.012 |\n",
"| omega_p | 0.009 0.002 0.012 0.008 0.004 1.000 0.005 0.008 0.003 -0.002 0.011 0.013 0.009 -0.001 -0.013 -0.008 0.008 -0.003 0.009 0.018 0.024 -0.032 0.615 0.026 |\n",
"| Ctt | 0.017 0.377 0.358 0.370 -0.047 0.005 1.000 0.125 0.006 0.112 0.272 0.291 0.363 0.106 -0.419 0.053 0.038 0.185 -0.055 0.472 -0.012 0.070 0.004 -0.002 |\n",
"| p3770_s | 0.188 0.396 0.399 0.309 0.016 0.008 0.125 1.000 -0.000 -0.028 0.276 0.294 0.179 -0.067 -0.429 0.129 0.123 0.023 0.219 -0.029 -0.021 0.063 0.006 -0.000 |\n",
"| phi_p | 0.001 0.012 0.010 0.005 -0.006 0.003 0.006 -0.000 1.000 -0.007 0.010 0.002 0.006 -0.009 -0.010 -0.002 -0.010 0.002 0.004 -0.044 0.744 -0.156 -0.071 0.029 |\n",
"| p4040_s | -0.261 -0.231 -0.319 -0.346 -0.055 -0.002 0.112 -0.028 -0.007 1.000 -0.304 -0.231 -0.201 0.128 0.317 -0.050 -0.052 0.136 -0.421 0.034 -0.004 -0.006 -0.001 -0.003 |\n",
"| p3770_p | 0.487 0.731 0.881 0.765 -0.038 0.011 0.272 0.276 0.010 -0.304 1.000 0.668 0.598 -0.229 -0.867 0.256 0.252 -0.013 0.455 -0.028 -0.019 0.086 0.006 0.010 |\n",
"| DDstar_p | 0.276 0.519 0.850 0.836 -0.170 0.013 0.291 0.294 0.002 -0.231 0.668 1.000 0.520 -0.178 -0.829 0.063 0.044 0.072 0.150 0.028 -0.021 0.074 0.015 -0.014 |\n",
"| psi2s_p | 0.288 0.599 0.662 0.513 -0.026 0.009 0.363 0.179 0.006 -0.201 0.598 0.520 1.000 -0.188 -0.674 0.161 0.163 0.019 0.328 -0.056 -0.016 0.063 0.006 0.005 |\n",
"| p4160_s | 0.145 -0.184 -0.247 -0.268 -0.052 -0.001 0.106 -0.067 -0.009 0.128 -0.229 -0.178 -0.188 1.000 0.241 -0.014 -0.020 0.267 -0.180 0.072 -0.011 0.014 0.000 -0.003 |\n",
"| Dbar_s | -0.456 -0.744 -0.957 -0.923 0.114 -0.013 -0.419 -0.429 -0.010 0.317 -0.867 -0.829 -0.674 0.241 1.000 -0.228 -0.224 -0.021 -0.377 0.022 0.019 -0.091 -0.010 -0.006 |\n",
"| bplus_0 | 0.102 0.168 0.265 0.255 -0.063 -0.008 0.053 0.129 -0.002 -0.050 0.256 0.063 0.161 -0.014 -0.228 1.000 -0.321 0.107 0.069 -0.169 -0.020 0.065 -0.024 0.089 |\n",
"| bplus_1 | 0.094 0.180 0.264 0.259 -0.077 0.008 0.038 0.123 -0.010 -0.052 0.252 0.044 0.163 -0.020 -0.224 -0.321 1.000 0.119 0.060 -0.221 -0.020 0.070 0.011 0.002 |\n",
"| p4415_s | 0.009 -0.012 0.036 0.031 -0.148 -0.003 0.185 0.023 0.002 0.136 -0.013 0.072 0.019 0.267 -0.021 0.107 0.119 1.000 -0.040 -0.109 0.002 -0.002 -0.005 0.013 |\n",
"| p4160_p | 0.425 0.467 0.360 0.173 0.302 0.009 -0.055 0.219 0.004 -0.421 0.455 0.150 0.328 -0.180 -0.377 0.069 0.060 -0.040 1.000 0.014 -0.015 0.051 0.007 -0.005 |\n",
"| bplus_2 | -0.001 -0.006 0.001 -0.010 0.117 0.018 0.472 -0.029 -0.044 0.034 -0.028 0.028 -0.056 0.072 0.022 -0.169 -0.221 -0.109 0.014 1.000 -0.090 0.227 0.030 -0.035 |\n",
"| phi_s | -0.020 -0.004 -0.022 -0.020 -0.014 0.024 -0.012 -0.021 0.744 -0.004 -0.019 -0.021 -0.016 -0.011 0.019 -0.020 -0.020 0.002 -0.015 -0.090 1.000 -0.096 -0.018 -0.004 |\n",
"| rho_p | 0.062 0.024 0.100 0.085 0.026 -0.032 0.070 0.063 -0.156 -0.006 0.086 0.074 0.063 0.014 -0.091 0.065 0.070 -0.002 0.051 0.227 -0.096 1.000 0.142 0.198 |\n",
"| omega_s | 0.008 -0.006 0.008 0.005 0.006 0.615 0.004 0.006 -0.071 -0.001 0.006 0.015 0.006 0.000 -0.010 -0.024 0.011 -0.005 0.007 0.030 -0.018 0.142 1.000 -0.286 |\n",
"| rho_s | -0.003 0.016 0.010 0.014 -0.012 0.026 -0.002 -0.000 0.029 -0.003 0.010 -0.014 0.005 -0.003 -0.006 0.089 0.002 0.013 -0.005 -0.035 -0.004 0.198 -0.286 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.18330576482980598}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04286032517875604}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.8087960448864786}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.3258271694546498}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.1597803061743126}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2839161012809397}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.15715614754737128}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2558555093274615}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.25358206535076055}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16132643560761567}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.19798845489802885}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.5239864616478789}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.042381269629536256}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15559313952689302}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4754290464007058}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.00949348509911685}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.018445510174864843}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1732520985231396}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10593298777246662}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06806458180161101}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.1127621182856853}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.21533830953090805}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.0725799196185335}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.2637765587897327})])\n",
"Step: 9/11\n",
"Current Ctt: 1.4638501094227998\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.975E+05 | Ncalls=1036 (1036 total) |\n",
"| EDM = 2.45E-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: 297457.6423036284\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.29 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.47 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.11 | 0.60 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.27 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.31 | 0.33 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.92 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 0.97 | 0.17 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.82 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | -0.8 | 0.6 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.06 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.24 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.30 | 0.41 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.538 | 0.024 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -1.01 | 0.05 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.32 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -1.98 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.28 | 0.08 | | | -2 | 2 | |\n",
"| 19| phi_s | 19.3 | 1.4 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.41 | 0.24 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 6.3 | 1.3 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.60 | 0.29 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.364 0.352 -0.085 0.275 0.003 0.026 -0.015 -0.244 0.413 -0.150 0.087 0.324 0.190 0.045 0.047 0.029 0.375 0.113 -0.032 0.073 0.002 0.008 |\n",
"| jpsi_p | 0.364 1.000 0.607 -0.097 0.243 -0.015 0.223 0.013 -0.212 0.596 -0.286 0.364 -0.112 0.056 0.009 0.178 -0.065 0.530 -0.184 0.014 -0.043 -0.028 0.036 |\n",
"| Dbar_p | 0.352 0.607 1.000 0.242 0.234 0.011 0.215 -0.000 -0.113 0.616 0.315 0.507 -0.034 0.089 0.031 -0.061 -0.017 0.414 0.033 -0.015 0.037 0.012 -0.015 |\n",
"| DDstar_s | -0.085 -0.097 0.242 1.000 -0.143 -0.001 -0.045 -0.004 -0.033 0.030 0.247 -0.039 -0.041 0.051 0.002 -0.003 0.023 -0.141 -0.009 -0.003 0.002 0.000 -0.001 |\n",
"| p4415_p | 0.275 0.243 0.234 -0.143 1.000 0.005 0.060 -0.020 -0.265 0.272 -0.069 0.076 -0.155 0.123 0.032 -0.002 -0.216 0.433 0.171 -0.036 0.076 0.007 0.000 |\n",
"| omega_p | 0.003 -0.015 0.011 -0.001 0.005 1.000 0.002 -0.005 -0.000 -0.001 0.016 0.001 0.001 0.003 -0.046 0.031 -0.006 0.002 0.032 0.021 -0.016 0.696 -0.030 |\n",
"| p3770_s | 0.026 0.223 0.215 -0.045 0.060 0.002 1.000 -0.013 0.112 -0.032 -0.089 -0.110 0.035 0.138 0.042 0.068 0.052 0.090 -0.043 -0.024 0.050 0.000 0.010 |\n",
"| phi_p | -0.015 0.013 -0.000 -0.004 -0.020 -0.005 -0.013 1.000 -0.006 0.001 -0.011 0.001 -0.015 0.008 0.013 -0.016 0.010 -0.010 -0.095 0.832 -0.217 -0.095 0.044 |\n",
"| p4040_s | -0.244 -0.212 -0.113 -0.033 -0.265 -0.000 0.112 -0.006 1.000 -0.176 0.136 -0.112 -0.002 -0.073 -0.000 0.025 0.174 -0.497 -0.186 -0.004 -0.008 0.001 0.000 |\n",
"| p3770_p | 0.413 0.596 0.616 0.030 0.272 -0.001 -0.032 0.001 -0.176 1.000 -0.233 0.334 -0.043 0.071 0.073 0.132 -0.045 0.527 -0.058 -0.013 0.048 -0.008 0.027 |\n",
"| DDstar_p | -0.150 -0.286 0.315 0.247 -0.069 0.016 -0.089 -0.011 0.136 -0.233 1.000 0.005 0.056 -0.047 -0.077 -0.457 -0.018 -0.301 0.363 -0.009 -0.033 0.032 -0.086 |\n",
"| psi2s_p | 0.087 0.364 0.507 -0.039 0.076 0.001 -0.110 0.001 -0.112 0.334 0.005 1.000 -0.125 0.121 0.009 0.082 0.003 0.239 -0.208 -0.004 0.001 -0.003 0.009 |\n",
"| p4160_s | 0.324 -0.112 -0.034 -0.041 -0.155 0.001 0.035 -0.015 -0.002 -0.043 0.056 -0.125 1.000 -0.025 0.029 0.042 0.322 -0.135 -0.090 -0.020 0.034 0.002 0.006 |\n",
"| Dbar_s | 0.190 0.056 0.089 0.051 0.123 0.003 0.138 0.008 -0.073 0.071 -0.047 0.121 -0.025 1.000 -0.017 -0.050 -0.083 0.195 -0.115 0.012 -0.034 0.003 -0.012 |\n",
"| bplus_0 | 0.045 0.009 0.031 0.002 0.032 -0.046 0.042 0.013 -0.000 0.073 -0.077 0.009 0.029 -0.017 1.000 -0.778 0.017 0.051 -0.084 -0.005 0.022 -0.090 0.202 |\n",
"| bplus_1 | 0.047 0.178 -0.061 -0.003 -0.002 0.031 0.068 -0.016 0.025 0.132 -0.457 0.082 0.042 -0.050 -0.778 1.000 0.151 0.080 -0.302 -0.005 0.031 0.059 -0.105 |\n",
"| p4415_s | 0.029 -0.065 -0.017 0.023 -0.216 -0.006 0.052 0.010 0.174 -0.045 -0.018 0.003 0.322 -0.083 0.017 0.151 1.000 -0.070 -0.374 0.016 -0.033 -0.011 0.023 |\n",
"| p4160_p | 0.375 0.530 0.414 -0.141 0.433 0.002 0.090 -0.010 -0.497 0.527 -0.301 0.239 -0.135 0.195 0.051 0.080 -0.070 1.000 0.131 -0.027 0.074 -0.002 0.017 |\n",
"| bplus_2 | 0.113 -0.184 0.033 -0.009 0.171 0.032 -0.043 -0.095 -0.186 -0.058 0.363 -0.208 -0.090 -0.115 -0.084 -0.302 -0.374 0.131 1.000 -0.133 0.250 0.062 -0.078 |\n",
"| phi_s | -0.032 0.014 -0.015 -0.003 -0.036 0.021 -0.024 0.832 -0.004 -0.013 -0.009 -0.004 -0.020 0.012 -0.005 -0.005 0.016 -0.027 -0.133 1.000 -0.167 -0.042 0.009 |\n",
"| rho_p | 0.073 -0.043 0.037 0.002 0.076 -0.016 0.050 -0.217 -0.008 0.048 -0.033 0.001 0.034 -0.034 0.022 0.031 -0.033 0.074 0.250 -0.167 1.000 0.143 0.197 |\n",
"| omega_s | 0.002 -0.028 0.012 0.000 0.007 0.696 0.000 -0.095 0.001 -0.008 0.032 -0.003 0.002 0.003 -0.090 0.059 -0.011 -0.002 0.062 -0.042 0.143 1.000 -0.335 |\n",
"| rho_s | 0.008 0.036 -0.015 -0.001 0.000 -0.030 0.010 0.044 0.000 0.027 -0.086 0.009 0.006 -0.012 0.202 -0.105 0.023 0.017 -0.078 0.009 0.197 -0.335 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20783705782462825}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03914885006621249}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.5968894194436953}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.40191882888843516}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.17205180448512203}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3344058812521564}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2581099892648362}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.32490173870384575}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1694407030888253}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.14549783902451585}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.5773062577403518}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.037776228222930364}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16515957083991317}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4080290031732443}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.024298156830146134}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.0516886347436164}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19498630445327036}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.12333552949244364}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07596024028647197}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.4157518710444368}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.24039228513019273}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.2787331950604233}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.29250329774243766})])\n",
"Step: 10/11\n",
"Current Ctt: 1.5430334996209192\n",
"Ctt floating: True\n",
"Toy 0/1 - Fit 0/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=1136 (1136 total) |\n",
"| EDM = 0.000568 (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: 297275.01375575917\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.76 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.53 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | -0.10 | 0.80 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.30 | 0.40 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.46 | 0.21 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.63 | 0.19 | | |-6.28319 | 6.28319 | |\n",
"| 6 | Ctt | 0.15 | 0.21 | | | -2.5 | 2.5 | |\n",
"| 7 | p3770_s | 2.48 | 0.26 | | |0.918861 | 4.08114 | |\n",
"| 8 | phi_p | 0.20 | 0.53 | | |-6.28319 | 6.28319 | |\n",
"| 9 | p4040_s | 1.24 | 0.18 | | |0.00501244| 2.01499 | |\n",
"| 10| p3770_p | -2.99 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 11| DDstar_p | -0.17 | 0.70 | | |-6.28319 | 6.28319 | |\n",
"| 12| psi2s_p | 2.07 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 13| p4160_s | 2.06 | 0.17 | | | 0.71676 | 3.68324 | |\n",
"| 14| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n",
"| 15| bplus_0 | 0.483 | 0.020 | | | -2 | 2 | |\n",
"| 16| bplus_1 | -0.92 | 0.04 | | | -2 | 2 | |\n",
"| 17| p4415_s | 1.13 | 0.20 | | |0.126447 | 2.35355 | |\n",
"| 18| p4160_p | -2.17 | 0.14 | | |-6.28319 | 6.28319 | |\n",
"| 19| bplus_2 | -0.31 | 0.09 | | | -2 | 2 | |\n",
"| 20| phi_s | 19.0 | 2.1 | | | 14.8182 | 23.5818 | |\n",
"| 21| rho_p | -0.5 | 0.5 | | |-6.28319 | 6.28319 | |\n",
"| 22| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n",
"| 23| rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p Ctt p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.393 0.165 -0.099 0.295 0.015 -0.208 0.069 -0.002 -0.293 0.407 -0.327 0.123 0.253 -0.034 0.041 0.097 0.019 0.404 -0.076 -0.011 0.041 -0.000 0.019 |\n",
"| jpsi_p | 0.393 1.000 0.491 -0.032 0.274 0.015 0.075 0.153 -0.017 -0.118 0.548 -0.205 0.434 -0.044 -0.025 -0.006 0.117 -0.043 0.473 0.020 -0.017 -0.023 -0.000 0.028 |\n",
"| Dbar_p | 0.165 0.491 1.000 0.150 -0.039 0.018 -0.042 0.001 0.006 -0.120 0.655 0.619 0.397 -0.101 -0.073 0.058 0.095 0.074 0.145 -0.001 -0.007 0.066 -0.000 0.021 |\n",
"| DDstar_s | -0.099 -0.032 0.150 1.000 -0.167 0.016 -0.028 -0.063 -0.003 -0.044 0.101 0.164 -0.072 -0.084 -0.031 0.018 0.213 0.047 -0.089 -0.123 -0.003 0.017 -0.000 0.038 |\n",
"| p4415_p | 0.295 0.274 -0.039 -0.167 1.000 0.010 -0.011 0.077 -0.004 -0.221 0.189 -0.378 0.090 -0.098 -0.016 0.027 0.021 -0.198 0.467 0.095 -0.014 0.057 -0.000 0.010 |\n",
"| omega_p | 0.015 0.015 0.018 0.016 0.010 1.000 0.006 0.007 0.152 0.003 0.020 -0.006 0.014 0.008 0.002 0.123 -0.095 0.008 0.012 -0.009 0.131 -0.018 0.062 0.594 |\n",
"| Ctt | -0.208 0.075 -0.042 -0.028 -0.011 0.006 1.000 -0.107 -0.010 0.394 -0.245 0.051 0.044 0.302 -0.058 0.008 -0.142 0.178 -0.333 0.715 -0.028 0.130 -0.001 -0.001 |\n",
"| p3770_s | 0.069 0.153 0.001 -0.063 0.077 0.007 -0.107 1.000 -0.004 0.112 -0.093 -0.191 -0.122 0.031 -0.027 0.025 0.068 0.028 0.096 -0.086 -0.009 0.023 -0.000 0.010 |\n",
"| phi_p | -0.002 -0.017 0.006 -0.003 -0.004 0.152 -0.010 -0.004 1.000 -0.003 0.004 -0.009 -0.001 -0.007 -0.001 0.001 0.002 0.002 0.002 -0.029 0.929 -0.015 -0.001 0.038 |\n",
"| p4040_s | -0.293 -0.118 -0.120 -0.044 -0.221 0.003 0.394 0.112 -0.003 1.000 -0.218 0.025 -0.015 0.014 0.014 0.002 0.019 0.184 -0.490 0.086 -0.005 0.025 -0.000 0.006 |\n",
"| p3770_p | 0.407 0.548 0.655 0.101 0.189 0.020 -0.245 -0.093 0.004 -0.218 1.000 0.084 0.323 -0.105 -0.037 0.060 0.123 -0.047 0.452 -0.121 -0.004 0.031 -0.000 0.026 |\n",
"| DDstar_p | -0.327 -0.205 0.619 0.164 -0.378 -0.006 0.051 -0.191 -0.009 0.025 0.084 1.000 -0.070 -0.078 -0.067 0.018 -0.067 0.112 -0.426 0.089 -0.013 0.031 -0.000 -0.010 |\n",
"| psi2s_p | 0.123 0.434 0.397 -0.072 0.090 0.014 0.044 -0.122 -0.001 -0.015 0.323 -0.070 1.000 -0.086 -0.053 0.014 0.132 0.034 0.228 -0.094 -0.006 0.018 -0.000 0.021 |\n",
"| p4160_s | 0.253 -0.044 -0.101 -0.084 -0.098 0.008 0.302 0.031 -0.007 0.014 -0.105 -0.078 -0.086 1.000 -0.004 0.028 0.040 0.348 -0.178 0.105 -0.016 0.061 -0.001 0.013 |\n",
"| Dbar_s | -0.034 -0.025 -0.073 -0.031 -0.016 0.002 -0.058 -0.027 -0.001 0.014 -0.037 -0.067 -0.053 -0.004 1.000 0.001 0.036 0.009 -0.020 -0.021 -0.001 0.001 -0.000 0.007 |\n",
"| bplus_0 | 0.041 -0.006 0.058 0.018 0.027 0.123 0.008 0.025 0.001 0.002 0.060 0.018 0.014 0.028 0.001 1.000 -0.880 0.009 0.029 -0.040 -0.013 0.037 -0.001 0.251 |\n",
"| bplus_1 | 0.097 0.117 0.095 0.213 0.021 -0.095 -0.142 0.068 0.002 0.019 0.123 -0.067 0.132 0.040 0.036 -0.880 1.000 0.134 0.062 -0.237 0.012 -0.012 0.001 -0.192 |\n",
"| p4415_s | 0.019 -0.043 0.074 0.047 -0.198 0.008 0.178 0.028 0.002 0.184 -0.047 0.112 0.034 0.348 0.009 0.009 0.134 1.000 -0.133 -0.150 0.004 -0.010 0.000 0.019 |\n",
"| p4160_p | 0.404 0.473 0.145 -0.089 0.467 0.012 -0.333 0.096 0.002 -0.490 0.452 -0.426 0.228 -0.178 -0.020 0.029 0.062 -0.133 1.000 -0.077 -0.004 0.018 -0.000 0.013 |\n",
"| bplus_2 | -0.076 0.020 -0.001 -0.123 0.095 -0.009 0.715 -0.086 -0.029 0.086 -0.121 0.089 -0.094 0.105 -0.021 -0.040 -0.237 -0.150 -0.077 1.000 -0.067 0.274 -0.002 -0.042 |\n",
"| phi_s | -0.011 -0.017 -0.007 -0.003 -0.014 0.131 -0.028 -0.009 0.929 -0.005 -0.004 -0.013 -0.006 -0.016 -0.001 -0.013 0.012 0.004 -0.004 -0.067 1.000 -0.005 0.001 0.020 |\n",
"| rho_p | 0.041 -0.023 0.066 0.017 0.057 -0.018 0.130 0.023 -0.015 0.025 0.031 0.031 0.018 0.061 0.001 0.037 -0.012 -0.010 0.018 0.274 -0.005 1.000 0.001 0.171 |\n",
"| omega_s | -0.000 -0.000 -0.000 -0.000 -0.000 0.062 -0.001 -0.000 -0.001 -0.000 -0.000 -0.000 -0.000 -0.001 -0.000 -0.001 0.001 0.000 -0.000 -0.002 0.001 0.001 1.000 -0.004 |\n",
"| rho_s | 0.019 0.028 0.021 0.038 0.010 0.594 -0.001 0.010 0.038 0.006 0.026 -0.010 0.021 0.013 0.007 0.251 -0.192 0.019 0.013 -0.042 0.020 0.171 -0.004 1.000 |\n",
"--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.17292263601722757}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04140506666249788}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.8049255640152935}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.3977951920129183}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.2085214200064296}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.19403012426989585}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20938491869415543}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2566029862059618}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.5319953859875173}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18228771679551448}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.16793717500411387}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.7005005273908056}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03837469115739811}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17383964114111372}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.07083950532041916}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.020036672404199818}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.040350358925426044}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.20102264104317275}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.14321309133832316}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08934045485315767}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 2.078704820669831}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.46544720556721275}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.5710782149569265}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.32393016672393987})])\n",
"Step: 10/11\n",
"Current Ctt: 1.5430334996209192\n",
"Ctt floating: False\n",
"Toy 1/1 - Fit -1/1\n"
]
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"------------------------------------------------------------------\n",
"| FCN = 2.973E+05 | Ncalls=82 (82 total) |\n",
"| EDM = 4.98E-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: 297277.40780522936\n",
"----------------------------------------------------------------------------------------------\n",
"| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n",
"----------------------------------------------------------------------------------------------\n",
"| 0 | p4040_p | -2.76 | 0.17 | | |-6.28319 | 6.28319 | |\n",
"| 1 | jpsi_p | -1.54 | 0.03 | | |-6.28319 | 6.28319 | |\n",
"| 2 | Dbar_p | 0.03 | 0.58 | | |-6.28319 | 6.28319 | |\n",
"| 3 | DDstar_s | -0.26 | 0.50 | | | -0.3 | 0.3 | |\n",
"| 4 | p4415_p | -2.51 | 0.26 | | |-6.28319 | 6.28319 | |\n",
"| 5 | omega_p | 0.29 | 0.22 | | |-6.28319 | 6.28319 | |\n",
"| 6 | p3770_s | 2.52 | 0.25 | | |0.918861 | 4.08114 | |\n",
"| 7 | phi_p | 0.18 | 0.39 | | |-6.28319 | 6.28319 | |\n",
"| 8 | p4040_s | 1.18 | 0.19 | | |0.00501244| 2.01499 | |\n",
"| 9 | p3770_p | -2.96 | 0.15 | | |-6.28319 | 6.28319 | |\n",
"| 10| DDstar_p | -0.026 | 0.640 | | |-6.28319 | 6.28319 | |\n",
"| 11| psi2s_p | 2.07 | 0.04 | | |-6.28319 | 6.28319 | |\n",
"| 12| p4160_s | 2.00 | 0.20 | | | 0.71676 | 3.68324 | |\n",
"| 13| Dbar_s | 0.26 | 0.09 | | | -0.3 | 0.3 | |\n",
"| 14| bplus_0 | 0.495 | 0.016 | | | -2 | 2 | |\n",
"| 15| bplus_1 | -0.94 | 0.04 | | | -2 | 2 | |\n",
"| 16| p4415_s | 1.07 | 0.19 | | |0.126447 | 2.35355 | |\n",
"| 17| p4160_p | -2.14 | 0.12 | | |-6.28319 | 6.28319 | |\n",
"| 18| bplus_2 | -0.37 | 0.08 | | | -2 | 2 | |\n",
"| 19| phi_s | 19.3 | 1.6 | | | 14.8182 | 23.5818 | |\n",
"| 20| rho_p | -0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n",
"| 21| omega_s | 6.9 | 1.0 | | | 4.19232 | 9.40768 | |\n",
"| 22| rho_s | 1.05 | 0.31 | | |0.0253049| 2.0747 | |\n",
"----------------------------------------------------------------------------------------------\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| | p4040_p jpsi_p Dbar_p DDstar_s p4415_p omega_p p3770_s phi_p p4040_s p3770_p DDstar_p psi2s_p p4160_s Dbar_s bplus_0 bplus_1 p4415_s p4160_p bplus_2 phi_s rho_p omega_s rho_s |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"| p4040_p | 1.000 0.322 -0.061 -0.414 0.422 -0.008 0.153 0.007 0.128 -0.029 -0.426 0.294 0.496 0.201 -0.313 -0.358 0.135 0.232 0.355 -0.001 0.025 0.039 -0.144 |\n",
"| jpsi_p | 0.322 1.000 0.210 -0.139 0.244 -0.008 0.194 -0.018 0.019 0.222 -0.417 0.303 0.054 0.145 -0.111 -0.108 -0.051 0.415 0.065 -0.006 -0.078 -0.005 -0.026 |\n",
"| Dbar_p | -0.061 0.210 1.000 0.435 -0.289 0.016 -0.033 0.002 -0.345 0.603 0.611 -0.061 -0.335 -0.424 0.375 0.404 -0.089 0.095 -0.345 -0.008 0.040 -0.035 0.148 |\n",
"| DDstar_s | -0.414 -0.139 0.435 1.000 -0.662 0.029 -0.248 -0.013 -0.615 0.593 0.446 -0.597 -0.660 -0.730 0.812 0.896 -0.214 -0.062 -0.737 -0.020 0.039 -0.089 0.346 |\n",
"| p4415_p | 0.422 0.244 -0.289 -0.662 1.000 -0.016 0.212 0.010 0.296 -0.288 -0.493 0.430 0.386 0.448 -0.518 -0.580 0.030 0.338 0.536 0.006 0.008 0.061 -0.227 |\n",
"| omega_p | -0.008 -0.008 0.016 0.029 -0.016 1.000 -0.005 0.075 -0.017 0.020 0.008 -0.015 -0.017 -0.018 0.032 0.025 -0.005 0.002 -0.018 0.074 -0.034 0.507 0.155 |\n",
"| p3770_s | 0.153 0.194 -0.033 -0.248 0.212 -0.005 1.000 0.003 0.260 -0.247 -0.229 0.062 0.200 0.077 -0.178 -0.206 0.079 0.078 0.179 -0.003 0.020 0.024 -0.086 |\n",
"| phi_p | 0.007 -0.018 0.002 -0.013 0.010 0.075 0.003 1.000 0.007 -0.005 -0.014 0.007 0.007 0.008 -0.008 -0.011 0.002 0.005 0.007 0.872 0.008 -0.022 0.018 |\n",
"| p4040_s | 0.128 0.019 -0.345 -0.615 0.296 -0.017 0.260 0.007 1.000 -0.407 -0.303 0.352 0.316 0.504 -0.459 -0.505 0.206 -0.247 0.333 0.012 -0.027 0.051 -0.199 |\n",
"| p3770_p | -0.029 0.222 0.603 0.593 -0.288 0.020 -0.247 -0.005 -0.407 1.000 0.204 -0.237 -0.390 -0.461 0.502 0.540 -0.164 0.226 -0.402 -0.016 0.042 -0.053 0.205 |\n",
"| DDstar_p | -0.426 -0.417 0.611 0.446 -0.493 0.008 -0.229 -0.014 -0.303 0.204 1.000 -0.400 -0.347 -0.427 0.334 0.370 -0.051 -0.386 -0.342 -0.014 0.011 -0.038 0.143 |\n",
"| psi2s_p | 0.294 0.303 -0.061 -0.597 0.430 -0.015 0.062 0.007 0.352 -0.237 -0.400 1.000 0.331 0.362 -0.461 -0.505 0.111 0.195 0.337 0.010 -0.028 0.051 -0.198 |\n",
"| p4160_s | 0.496 0.054 -0.335 -0.660 0.386 -0.017 0.200 0.007 0.316 -0.390 -0.347 0.331 1.000 0.487 -0.491 -0.548 0.345 -0.019 0.425 0.007 -0.004 0.057 -0.217 |\n",
"| Dbar_s | 0.201 0.145 -0.424 -0.730 0.448 -0.018 0.077 0.008 0.504 -0.461 -0.427 0.362 0.487 1.000 -0.536 -0.597 0.206 -0.044 0.612 0.009 -0.002 0.060 -0.228 |\n",
"| bplus_0 | -0.313 -0.111 0.375 0.812 -0.518 0.032 -0.178 -0.008 -0.459 0.502 0.334 -0.461 -0.491 -0.536 1.000 0.546 -0.109 -0.057 -0.669 -0.022 0.051 -0.088 0.347 |\n",
"| bplus_1 | -0.358 -0.108 0.404 0.896 -0.580 0.025 -0.206 -0.011 -0.505 0.540 0.370 -0.505 -0.548 -0.597 0.546 1.000 -0.115 -0.076 -0.711 -0.019 0.056 -0.071 0.287 |\n",
"| p4415_s | 0.135 -0.051 -0.089 -0.214 0.030 -0.005 0.079 0.002 0.206 -0.164 -0.051 0.111 0.345 0.206 -0.109 -0.115 1.000 -0.037 -0.060 0.008 -0.034 0.011 -0.050 |\n",
"| p4160_p | 0.232 0.415 0.095 -0.062 0.338 0.002 0.078 0.005 -0.247 0.226 -0.386 0.195 -0.019 -0.044 -0.057 -0.076 -0.037 1.000 0.194 -0.005 0.038 0.010 -0.031 |\n",
"| bplus_2 | 0.355 0.065 -0.345 -0.737 0.536 -0.018 0.179 0.007 0.333 -0.402 -0.342 0.337 0.425 0.612 -0.669 -0.711 -0.060 0.194 1.000 -0.021 0.148 0.086 -0.287 |\n",
"| phi_s | -0.001 -0.006 -0.008 -0.020 0.006 0.074 -0.003 0.872 0.012 -0.016 -0.014 0.010 0.007 0.009 -0.022 -0.019 0.008 -0.005 -0.021 1.000 0.027 0.008 -0.008 |\n",
"| rho_p | 0.025 -0.078 0.040 0.039 0.008 -0.034 0.020 0.008 -0.027 0.042 0.011 -0.028 -0.004 -0.002 0.051 0.056 -0.034 0.038 0.148 0.027 1.000 0.142 0.111 |\n",
"| omega_s | 0.039 -0.005 -0.035 -0.089 0.061 0.507 0.024 -0.022 0.051 -0.053 -0.038 0.051 0.057 0.060 -0.088 -0.071 0.011 0.010 0.086 0.008 0.142 1.000 -0.306 |\n",
"| rho_s | -0.144 -0.026 0.148 0.346 -0.227 0.155 -0.086 0.018 -0.199 0.205 0.143 -0.198 -0.217 -0.228 0.347 0.287 -0.050 -0.031 -0.287 -0.008 0.111 -0.306 1.000 |\n",
"-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n",
"Hesse errors: OrderedDict([(<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.17163247366575218}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.0322966593674634}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.5762026311077086}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.5044118668403514}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.2569739887007987}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2200526122140789}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.24851926956553827}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.3941810820202938}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.19420530052153623}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.15134406112282184}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6395490902505365}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.042158680133700166}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.20149802744713308}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.09010418570550338}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.016153038164091305}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.04080269131279546}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18709105587293023}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11526026041847004}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08096324575283409}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.5508629864386716}), (<zfit.Parameter 'rho_p' floating=True>, {'error': 0.33493509677477684}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.0149838379011404}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.30767042918188275})])\n"
]
}
],
"source": [
"# zfit.run.numeric_checks = False \n",
"\n",
"load = False\n",
"\n",
"bo = True\n",
"\n",
"bo_set = 1\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 = 1\n",
"nevents = int(pdg[\"number_of_decays\"]*cut_BR)\n",
"# nevents = pdg[\"number_of_decays\"]\n",
"event_stack = 1000000\n",
"# nevents *= 41\n",
"# zfit.settings.set_verbosity(10)\n",
"\n",
"mi = 0.0\n",
"ma = 1e-2\n",
"ste = 11\n",
"\n",
"# mi = 0.0\n",
"# ma = 1e-3\n",
"# ste = 11\n",
"\n",
"BR_steps = np.linspace(mi, ma, ste)\n",
"\n",
"Ctt_steps = np.sqrt(BR_steps/4.2*1000)\n",
"\n",
"print(Ctt_steps)\n",
"\n",
"total_samp = []\n",
"\n",
"start = time.time()\n",
"\n",
"Nll_list = []\n",
"\n",
"sampler = total_f.create_sampler(n=nevents)\n",
"sampler.set_data_range(obs_fit)\n",
"\n",
"__ = -1\n",
"\n",
"#-----------------------------------------------------\n",
"\n",
"if not load:\n",
" for Ctt_step in Ctt_steps:\n",
" __ += 1\n",
" \n",
" while (len(Nll_list)-2*__)/bo_set < 2*nr_of_toys:\n",
" newset = True\n",
" \n",
" while newset:\n",
" \n",
" for floaty in [True, False]:\n",
" Ctt.floating = floaty\n",
"\n",
" print('Step: {0}/{1}'.format(int(__), ste))\n",
" print('Current Ctt: {0}'.format(Ctt_step))\n",
" print('Ctt floating: {0}'.format(floaty))\n",
" \n",
" reset_param_values(variation = 0.0)\n",
" \n",
" if floaty:\n",
" toy_nr = int((len(Nll_list)-2*__*nr_of_toys*bo_set)/bo_set)\n",
" fit_nr = int((len(Nll_list)-2*__*nr_of_toys*bo_set)%bo_set)\n",
" print('Toy {0}/{1} - Fit {2}/{3}'.format(toy_nr, nr_of_toys, fit_nr, bo_set))\n",
" Ctt.set_value(Ctt_step)\n",
" \n",
" else:\n",
" Ctt.set_value(0.0)\n",
" toy_nr = int((len(Nll_list)-2.5*__*nr_of_toys*bo_set)/bo_set)\n",
" fit_nr = int((len(Nll_list)-2.5*__*nr_of_toys*bo_set)%bo_set)\n",
" print('Toy {0}/{1} - Fit {2}/{3}'.format(toy_nr, nr_of_toys, fit_nr, bo_set))\n",
" \n",
" if newset:\n",
" sampler.resample(n=nevents)\n",
" data = sampler\n",
" calls = 0\n",
" c = 1\n",
" newset = False\n",
"\n",
" ### Fit data\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",
" save_pulls()\n",
" \n",
" if floaty:\n",
" Nll_list.append(result.fmin)\n",
" Ctt_list.append(params[Ctt]['value'])\n",
" Ctt_error_list.append(params[Ctt]['minuit_hesse']['error'])\n",
" \n",
" else:\n",
" Nll_list.append(result.fmin)\n",
" Ctt_list.append(0.0)\n",
" Ctt_error_list.append(0.0)\n",
" newset = False\n",
"\n",
" else:\n",
" if floaty:\n",
" newset = True\n",
" break\n",
"\n",
" else:\n",
" del Nll_list[-1]\n",
" del Ctt_list[-1]\n",
" del Ctt_error_list[-1]\n",
" for param in total_f_fit.get_dependents():\n",
" if param.floating:\n",
" del pull_dic[param.name][-1]\n",
" newset = True\n",
" break\n",
"\n",
" print('Time taken: {}'.format(display_time(int(time.time()-start))))\n",
" print('Estimated time left: {}'.format(display_time(int((time.time()-start)/(__+1)*(nr_of_toys-__-1)))))"
]
},
{
"cell_type": "code",
"execution_count": 49,
"metadata": {},
"outputs": [],
"source": [
"if load:\n",
" Nll_list = []\n",
" CLs_values = []\n",
"\n",
" _dir = 'data/CLs/finished/f1d1'\n",
" \n",
" jobs = os.listdir(_dir)\n",
" \n",
" for s in range(ste):\n",
" CLs_values.append([])\n",
" \n",
" for s in range(2*ste):\n",
" Nll_list.append([])\n",
" \n",
" for job in jobs:\n",
" if not os.path.exists(\"{}/{}/data/CLs/{}-{}_{}s--CLs_Nll_list.pkl\".format(_dir, job, mi,ma,ste)):\n",
" print(job)\n",
" continue\n",
" \n",
" with open(r\"{}/{}/data/CLs/{}-{}_{}s--CLs_Nll_list.pkl\".format(_dir, job, mi,ma,ste), \"rb\") as input_file:\n",
" _Nll_list = pkl.load(input_file)\n",
" \n",
"# print(_Nll_list)\n",
" \n",
" if bo: \n",
" for s in range(2*ste):\n",
" if _Nll_list[s]: \n",
" Nll_list[s].append(np.min(_Nll_list[s]))\n",
" print(np.min(_Nll_list[s]))\n",
" else:\n",
" print('empty in {}'.format(s))\n",
" else:\n",
" for s in range(2*ste):\n",
" Nll_list[s].extend(_Nll_list[s])\n",
" \n",
"# with open(r\"{}/{}/data/CLs/{}-{}_{}s--CLs_list.pkl\".format(_dir, job, mi,ma,ste), \"rb\") as input_file:\n",
"# _CLs_values = pkl.load(input_file)\n",
" \n",
"# for s in range(ste):\n",
"# CLs_values[s].extend(_CLs_values[s])\n",
" \n",
" print(np.shape(Nll_list))"
]
},
{
"cell_type": "code",
"execution_count": 74,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[[-0.47378465137444437], [-0.407154610438738], [-1.253133681777399], [-1.5649896193062887], [-2.286860732943751], [-2.0282224995316938], [-7.059898370062001], [-2.950425385730341], [-0.6581233172910288], [-1.6101025638636202], [-2.394049470196478]]\n"
]
}
],
"source": [
"dirName = 'data/CLs'\n",
"\n",
"# if bo and not load:\n",
"# for s in range(2*ste):\n",
"# Nll_list[s] = [np.min(Nll_list[s])]\n",
"\n",
"if bo and load: \n",
" CLs_values= []\n",
" for i in range(int(len(Nll_list)/2)):\n",
" CLs_values.append([])\n",
" for j in range(len(Nll_list[2*i])):\n",
" CLs_values[i].append(Nll_list[2*i][j]-Nll_list[2*i+1][j])\n",
"\n",
"\n",
"if not load:\n",
" \n",
" if not os.path.exists(dirName):\n",
" os.mkdir(dirName)\n",
" print(\"Directory \" , dirName , \" Created \")\n",
"\n",
" with open(\"{}/{}-{}_{}s{}b{}t--CLs_Nll_list.pkl\".format(dirName, mi,ma,ste,bo_set,nr_of_toys), \"wb\") as f:\n",
" pkl.dump(Nll_list, f, pkl.HIGHEST_PROTOCOL)\n",
" \n",
" with open(\"{}/{}-{}_{}s{}b{}t--Ctt_list.pkl\".format(dirName, mi,ma,ste,bo_set,nr_of_toys), \"wb\") as f:\n",
" pkl.dump(Ctt_list, f, pkl.HIGHEST_PROTOCOL)\n",
" \n",
" with open(\"{}/{}-{}_{}s{}b{}t--Ctt_error_list.pkl\".format(dirName, mi,ma,ste,bo_set,nr_of_toys), \"wb\") as f:\n",
" pkl.dump(Ctt_error_list, f, pkl.HIGHEST_PROTOCOL)\n",
" \n",
" with open(\"{}/{}-{}_{}s{}b{}t--pull_dic.pkl\".format(dirName, mi,ma,ste,bo_set,nr_of_toys), \"wb\") as f:\n",
" pkl.dump(pull_dic, f, pkl.HIGHEST_PROTOCOL)\n",
" \n",
" variab = {'mi': mi,\n",
" 'ma': ma,\n",
" 'ste': ste,\n",
" 'bo_set': bo_set,\n",
" 'nr_of_toys': nr_of_toys}\n",
" \n",
" with open(\"{}/variab.pkl\".format(dirName), \"wb\") as f:\n",
" pkl.dump(variab, f, pkl.HIGHEST_PROTOCOL)\n",
" \n",
" CLs_values = []\n",
" \n",
" toy_size = bo_set\n",
"\n",
"# print(Nll_list)\n",
" \n",
" for step in range(ste):\n",
" CLs_values.append([])\n",
" step_start = step*nr_of_toys*bo_set*2\n",
" step_start1 = (step+1)*nr_of_toys*bo_set*2\n",
" for toy in range(nr_of_toys):\n",
" toy_start = toy*bo_set*2\n",
" toy_start1 = (toy+1)*bo_set*2\n",
" float_min = np.min(Nll_list[step_start+toy_start: step_start1+toy_start1:2][:nr_of_toys])\n",
" fix_min = np.min(Nll_list[step_start+toy_start+1: step_start1+toy_start1+1:2][:nr_of_toys])\n",
" CLs_values[step].append(float_min-fix_min)\n",
" \n",
" \n",
" print(CLs_values)\n",
" \n",
" with open(\"{}/{}-{}_{}s--CLs_list.pkl\".format(dirName, mi,ma,ste), \"wb\") as f:\n",
" pkl.dump(CLs_values, f, pkl.HIGHEST_PROTOCOL)"
]
},
{
"cell_type": "code",
"execution_count": 51,
"metadata": {},
"outputs": [],
"source": [
"# # print(CLs_values)\n",
"# for Nll_l in Nll_list:\n",
"# if Nll_l:\n",
"# print(np.min(Nll_l))\n",
"# print(Nll_l)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plot"
]
},
{
"cell_type": "code",
"execution_count": 75,
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAXQAAAEICAYAAABPgw/pAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADh0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uMy4xLjAsIGh0dHA6Ly9tYXRwbG90bGliLm9yZy+17YcXAAAeLElEQVR4nO3df5RVdb3/8ec7fhfkL7hWDDakmKLomANMKyDCX6iI5oIENEEFvi6lC9hyiXIXKtcfmBWQYX0JDewCo5LmYIrdRBNUcKA7/A5ExRgJVCSuqIDk+/5xPoPD/GAO7DPz4Zx5PdZiNWfvz+zz2mCv2bPP3p9t7o6IiGS/L8QOICIimaFCFxHJESp0EZEcoUIXEckRKnQRkRyhQhcRyREqdGmUzOwOM/uv2DlEMkmFLg3GzIaY2TIz22Vm/zCzZ82sR1hXrWDN7EUzGx4nbWaYWXMzm2dmm8zMzax3HeNfNLPd4e9ol5mtr2Xcb8P2TqqX4JKVVOjSIMzsJmAKcA9wPHAC8CBwacxcDWQxcBWwNc3xo9y9dfjzzaorww/BEzMZUHKDCl3qnZkdBUwEbnT3J9z9I3f/1N3nu/vNZtYXuA24IhyVrjCzu4GewC/Dsl/WsN0FZjaqyrIVZnZ5+HqqmW02s/81s+Vm1rOWfL3NrLzKsk1mdm74+gtmNs7M3jCz7Wb2mJkdm86+u/ted5/i7ouBf6XzPQdjZk2BB4BRdY2VxkeFLg3h20BL4MmaVrr7AlJH7o+Go9Iz3X08sIjPj1ZrKrA5wOCKF2bWGfg68MewqBQoAI4NYx83s5aHkf/fgcuA7wJfA3YA0yq970ozG3IY263NvWb2vpm9XMMpmrHAS+6+MoPvJzlChS4N4TjgfXffl+HtPgkUmNnXw+srgSfcfQ+Au/+Xu293933u/jOgBVDtFEYa/h8w3t3Lw7bvAAaEo2Xc/Qx3n5N0Z4JbgG8A7YHpwHwzOxHAzDqELBMy9F6SY1To0hC2A20rCjBT3P1DUkfjg8KiQcDsivVm9mMzW2dmO83sn8BRQNvDeKuvA0+a2T/DdtaROn1yfKIdqIG7L3X3D919j7vPAl4GLgqrpwAT3X1npt9XcoMKXRrCq8BuUqctalPTtJ/pTAU6FxhsZt8GWgEvAITz5bcAPwCOcfejgZ2A1bCNj4AvVrwwsyZAu0rrNwMXuvvRlf60dPd30siXlPN55nOA+81sq5lVfMD6aoZP90gWU6FLvQtHlBOAaWZ2mZl90cyamdmFZvaTMGwbkG9mlf+b3Ebq9MPBPEPqCHoiqXPwn4XlbYB9wHtAUzObAHy5lm1sAFqa2cVm1gz4D1KnZyr8Gri74tSOmbUzs7SvzjGzFpXO3Tc3s5ZmVu0Hi5kdbWYXhPVNzexKoBfwXBhyMnAmqc8FCsKyS6jlswlpfFTo0iDc/efATaTK8j1SR72jgD+EIY+H/91uZn8NX08lda56h5n9opbt7gGeAM4l9cFnheeAZ0mV9dukfkPYXMs2dgI3ADOAd0gdsVe+6mUqUAL8ycw+BJYA3StWmtmaUL61WQ98Quq8+HPh64ofDreZ2bNhXDPgLlJ/P+8DPwIuc/f1Iee77r614k/4nvfd/ZODvLc0IqYHXIiI5AYdoYuI5AgVuohIjlChi4jkCBW6iEiOyOiNHoeibdu2np+fH+vtRarbsgW+9rXYKUQOavny5e+7e7ua1kUr9Pz8fJYtWxbr7UWqW74czj47dgqRgzKzt2tbp1MuIhXatImdQCQRFbpIhX79YicQSUSFLlJhw4bYCUQSiXYOXeSIc8cdqT+N1Keffkp5eTm7d++OHUWAli1bkpeXR7NmzdL+HhW6iABQXl5OmzZtyM/Pp4a5w6QBuTvbt2+nvLycjh07pv19OuUiUqERH50D7N69m+OOO05lfgQwM4477rhD/m2pzkI3s4fN7F0zW13LejOzX5jZxvAorm8dUgKRI8XJJ8dOEJ3K/MhxOP8W6RyhzwT6HmT9hUCn8Gck8KtDTiFyJHj66dgJRBKp8xy6u79kZvkHGXIp8Iin5uFdEibp/6q7/yNDGUUaxocfxk5wRMkf98e6Bx2CTZMurnPM1q1bGTNmDKWlpbRo0YL8/HymTJlC8+bNeeWVVxgyJPVwprKyMrZs2cJFF11U43YGDx7MmjVruOaaa9ixYwe9evXi3HPPTZT/xRdf5Kc//SlPV/nBX1eW2tx777089NBDNGnShF/84hdccMEFifJBZj4Ubc+BDw4oD8uqFbqZjSR1FM8JJ5yQgbcWqcUdR1X6uu5HcOaP+yPzZ47mkmFT0yoeyTx35/vf/z5Dhw6luLgYSJXltm3b+Ne//sWcOXMOKPRly5bVWKJbt27llVde4e23a72hMqMOlqU2a9eupbi4mDVr1rBlyxbOPfdcNmzYQJMmTRJlycSHojWd6KnxqRnuPt3dC929sF27GqciEInmkmFTY0do1F544QWaNWvG9ddfv39ZQUEBPXv2ZNy4cSxatIiCggLuu+8+JkyYwKOPPkpBQQGPPvroAds5//zzeffddykoKGDRokUMGzaMefPmsXPnTr75zW+yfv16IHUU/5vf/AaAP/3pT3z729/mW9/6FgMHDmTXrl0ALFiwgFNOOYUePXrwxBNPVMu8d+/ealk++OADLrvsMs444wyKiopYuXJlte976qmnGDRoEC1atKBjx46cdNJJvPbaa4n/DjNR6OVAh0qv84AtGdiuSIMav3BG7AiN2urVqzm7lrl0Jk2aRM+ePSkrK+OWW25h4sSJXHHFFZSVlXHFFVccMLakpIQTTzyRsrIyevbsuX/5UUcdxS9/+UuGDRtGcXExO3bsYMSIEbz//vvcdddd/PnPf+avf/0rhYWF/PznP2f37t2MGDGC+fPns2jRIrZu3Vo1Fs2bN6+W5fbbb+ess85i5cqV3HPPPVx99dXVvu+dd96hQ4fPazMvL4933kn+zPFMFHoJcHW42qUI2Knz55KNtrU+NnYEqWfnnXceXbp04cYbb2TGjNQP8CVLlrB27Vq+853vUFBQwKxZs3j77bf529/+RseOHenUqRNmxlVXXZXWeyxevJgf/vCHAPTp04ft27ezc+eBp/1qevRnJq4wqvMcupnNBXoDbc2sHLid1MNscfdfk3rq+kXARuBj4JrEqUQimNHt8tgRGrXTTjuNefPm1et7fPbZZ6xbt45WrVrxwQcfkJeXh7tz3nnnMXfu3APGlpWVHVbJplPWeXl5bN78+UeP5eXlfC0DUzfXeYTu7oPd/avu3szd89z9IXf/dShzPOVGdz/R3bu4u+bElay0dFr1X42l4fTp04c9e/bsP68NUFpayl/+8hfatGnDh5WuQqr6Ol2TJ0/m1FNPZe7cuVx77bV8+umnFBUV8fLLL7Nx40YAPv74YzZs2MApp5zCW2+9xRtvvAFQrfBry9KrVy9mz54NpK6Madu2LV/+8pcP+J7+/ftTXFzMnj17eOutt3j99dfp1q3bIe9PVbr1XyS45OrJsSMcURr6ah8z48knn2TMmDFMmjSJli1b7r9sMT8/n6ZNm3LmmWcybNgwhg4dyqRJkygoKODWW2+tdh69Jhs2bGDGjBm89tprtGnThl69enHXXXdx5513MnPmTAYPHsyePXsAuOuuuzj55JOZPn06F198MW3btqVHjx6sXl39/srvfe97B2S54447uOaaazjjjDP44he/yKxZs6p9z2mnncYPfvADOnfuTNOmTZk2bVriK1wArKZfDxpCYWGh6wEXUm8O47LFor+vZMkJZzTayxbXrVvHqaeeGjuGVFLTv4mZLXf3wprGay4XkWDM4jmxI4gkokIXCQYNmRQ7gkgiKnSR4J4FD8SOIJKICl0kWPWVTrEjiCSiQhcJ5hYcbFJRkSOfCl0kWD15YOwIIonoOnSRoPsN1a8XbtQqX/qZke3VfflofUyfu2LFCvr168eAAQMOOfLMmTM5//zz99/FOXz4cG666SY6d+58yNtqCDpCFwmKNq+KHaFRq5g+t3fv3rzxxhusXbuWe+65h23btrFp0ybmzPn8stKysjKeeeaZGrdTMX3uypUrGTt2bKJMM2fOZMuWz+canDFjxhFb5qBCF9lvcNmC2BEatfqaPrey559/nrPOOosuXbpw7bXX7r8zdOLEiXTt2pXTTz+dkSNH4u7MmzePZcuWceWVV1JQUMAnn3xC7969qbghsnXr1owfP54zzzyToqIitm3bBsAbb7xBUVERXbt2ZcKECbRu3bo+/9oOoEIXCYYPuD12hEatvqfP3b17N8OGDePRRx9l1apV7Nu3j1/9KvXEzFGjRlFaWsrq1av55JNPePrppxkwYACFhYXMnj2bsrIyWrVqdcD7fPTRRxQVFbFixQp69eq1fw6a0aNHM3r0aEpLSzMy4dahUKGLBFNL7o8dQerR+vXr6dixIyeHh4EPHTqUl156CUj9dtC9e3e6dOnCwoULWbNmTZ3ba968Of369QPg7LPPZtOmTQC8+uqrDByY+oC94px/Q1GhiwTPn9Q1doRG7bTTTmP58uX1tv3a5q3avXs3N9xwA/PmzWPVqlWMGDGC3bt317m9Zs2a7Z8Wt0mTJuzbty+jeQ+HCl0kKOncO3aERq2+p8895ZRT2LRp0/5pcn/3u9/x3e9+d395t23bll27dh0wJ/vhvE9RURG///3vAfY/G7Wh6LJFkWDTff3Iv+Xpugc2FmlcZphJ9T19bsuWLfntb3/LwIED2bdvH127duX666+nRYsWjBgxgi5dupCfn0/Xrp//pjZs2DCuv/56WrVqxauvvprWfkyZMoWrrrqKn/3sZ1x88cUcdVSGL/88CE2fK7npMKbPraDpcyWJjz/+mFatWmFmFBcXM3fuXJ566qnD2tahTp+rI3SRoP/aF3XaRRJbvnw5o0aNwt05+uijefjhhxvsvVXoIsE5G0tV6JJYz549WbFiRZT31oeiIsHo/jfHjhBdrFOwUt3h/Fuo0EWCGfPujB0hqpYtW7J9+3aV+hHA3dm+fTstW7Y8pO/TKReRoLFPn5uXl0d5eTnvvfde7ChC6gdsXl7eIX2PCl0kWNKhS+wIUTVr1oyOHTvGjiEJ6JSLSLD0waGxI4gkokIXCU4f+3jsCCKJqNBFAk2fK9lOhS4SdNn6euwIIomo0EWC2/r+KHYEkURU6CJB8ZxxsSOIJKJCFwmm9GjYhxGIZJoKXSR485j2sSOIJKJCFwnmP5LsCfEisaVV6GbW18zWm9lGM6t2otHMTjCzF8zsf8xspZldlPmoIvWr+42PxI4gkkidhW5mTYBpwIVAZ2CwmXWuMuw/gMfc/SxgEPBgpoOK1Lfhrz0RO4JIIukcoXcDNrr7m+6+FygGLq0yxoEvh6+PArZkLqJIwzh+1wexI4gkkk6htwc2V3pdHpZVdgdwlZmVA88ANV7Qa2YjzWyZmS3TjG5ypLm7z/DYEUQSSafQrYZlVSdMHgzMdPc84CLgd2ZWbdvuPt3dC929sF27doeeVqQezZ85OnYEkUTSKfRyoEOl13lUP6VyHfAYgLu/CrQE2mYioEhDuVV3ikqWS6fQS4FOZtbRzJqT+tCzpMqYvwPnAJjZqaQKXedUJKt81LxV7AgiidRZ6O6+DxgFPAesI3U1yxozm2hm/cOwHwMjzGwFMBcY5nqOlWSZhxr5I+gk+6X1xCJ3f4bUh52Vl02o9PVa4DuZjSbSsPqMnB47gkgiulNUJBizeHbsCCKJqNBFRHKECl0kmNLjytgRRBJRoYsEC6ePjB1BJBEVukhw3YDbY0cQSUSFLhJ8ae8nsSOIJKJCFwnuXfBA7AgiiajQRYJLhk2NHUEkERW6SDB+4YzYEUQSUaGLBNtaHxs7gkgiKnSRYEa3y2NHEElEhS4SLJ12dewIIomo0EWCS66eHDuCSCIqdJHgGzveiR1BJBEVukgwZvGc2BFEElGhiwSDhkyKHUEkERW6SHCP7hSVLKdCFwlWfaVT7AgiiajQRYK5BX1jRxBJRIUuEqyePDB2BJFEVOgiQfcbZsWOIJKICl0kKNq8KnYEkURU6CLB4LIFsSOIJKJCFwmG6xF0kuVU6CLB1JL7Y0cQSUSFLhI8f1LX2BFEElGhiwQlnXvHjiCSiApdJNh0X7/YEUQSUaGLBPm3PB07gkgiKnSRoP/aF2NHEElEhS4SnLOxNHYEkURU6CLB6P43x44gkkhahW5mfc1svZltNLNxtYz5gZmtNbM1ZqZHv0jWmTHvztgRRBJpWtcAM2sCTAPOA8qBUjMrcfe1lcZ0Am4FvuPuO8zs3+orsEh90fS5ku3SOULvBmx09zfdfS9QDFxaZcwIYJq77wBw93czG1Ok/i3p0CV2BJFE0in09sDmSq/Lw7LKTgZONrOXzWyJmelQR7LO0geHxo4gkkidp1wAq2GZ17CdTkBvIA9YZGanu/s/D9iQ2UhgJMAJJ5xwyGFF6tPpYx+PHUEkkXSO0MuBDpVe5wFbahjzlLt/6u5vAetJFfwB3H26uxe6e2G7du0ON7NIvdD0uZLt0in0UqCTmXU0s+bAIKCkypg/AN8DMLO2pE7BvJnJoCL1rcvW12NHEEmkzkJ3933AKOA5YB3wmLuvMbOJZtY/DHsO2G5ma4EXgJvdfXt9hRapD7f1/VHsCCKJpHUdurs/4+4nu/uJ7n53WDbB3UvC1+7uN7l7Z3fv4u7F9RlapD4Uz6nxFguRrKE7RUWCKT2GxI4gkogKXSR485iqV+OKZBcVukgw/5GxsSOIJKJCFwm63/hI7AgiiajQRYLhrz0RO4JIIip0keD4XR/EjiCSiApdJLi7z/DYEUQSUaGLBPNnjo4dQSQRFbpIcKvuFJUsp0IXCT5q3ip2BJFEVOgiwUN6BJ1kORW6SNBn5PTYEUQSUaGLBGMWz44dQSQRFbqISI5QoYsEU3pcGTuCSCIqdJFg4fSRsSOIJKJCFwmuG3B77AgiiajQRYIv7f0kdgSRRFToIsG9Cx6IHUEkERW6SHDJsKmxI4gkokIXCcYvnBE7gkgiKnSRYFvrY2NHEElEhS4SzOh2eewIIomo0EWCpdOujh1BJBEVukhwydWTY0cQSUSFLhJ8Y8c7sSOIJKJCFwnGLJ4TO4JIIip0kWDQkEmxI4gkokIXCe7RnaKS5VToIsGqr3SKHUEkERW6SDC3oG/sCCKJqNBFgtWTB8aOIJKICl0k6H7DrNgRRBJJq9DNrK+ZrTezjWY27iDjBpiZm1lh5iKKNIyizatiRxBJpM5CN7MmwDTgQqAzMNjMOtcwrg3w78DSTIcUaQiDyxbEjiCSSDpH6N2Aje7+prvvBYqBS2sY95/AT4DdGcwn0mCG6xF0kuXSKfT2wOZKr8vDsv3M7Cygg7s/fbANmdlIM1tmZsvee++9Qw4rUp+mltwfO4JIIukUutWwzPevNPsCMBn4cV0bcvfp7l7o7oXt2rVLP6VIA3j+pK6xI4gkkk6hlwMdKr3OA7ZUet0GOB140cw2AUVAiT4YlWxT0rl37AgiiaRT6KVAJzPraGbNgUFAScVKd9/p7m3dPd/d84ElQH93X1YviUXqyab7+sWOIJJInYXu7vuAUcBzwDrgMXdfY2YTzax/fQcUaSj5txz0IyCRI17TdAa5+zPAM1WWTahlbO/ksUQaXv+1L+q0i2Q13SkqEpyzsTR2BJFEVOgiwej+N8eOIJKICl0kmDHvztgRRBJRoYsEmj5Xsp0KXSRY0qFL7AgiiajQRYKlDw6NHUEkERW6SHD62MdjRxBJRIUuEmj6XMl2KnSRoMvW12NHEElEhS4S3Nb3R7EjiCSiQhcJiufU+nRFkaygQhcJpvQYEjuCSCIqdJHgzWPa1z1I5AimQhcJ5j8yNnYEkURU6CJB9xsfiR1BJBEVukgw/LUnYkcQSUSFLhIcv+uD2BFEElGhiwR39xkeO4JIIip0kWD+zNGxI4gkokIXCW7VnaKS5VToIsFHzVvFjiCSiApdJHhIj6CTLKdCFwn6jJweO4JIIip0kWDM4tmxI4gkokIXEckRKnSRYEqPK2NHEElEhS4SLJw+MnYEkURU6CLBdQNujx1BJBEVukjwpb2fxI4gkogKXSS4d8EDsSOIJKJCFwkuGTY1dgSRRFToIsH4hTNiRxBJJK1CN7O+ZrbezDaaWbVHo5vZTWa21sxWmtnzZvb1zEcVqV/bWh8bO4JIInUWupk1AaYBFwKdgcFm1rnKsP8BCt39DGAe8JNMBxWpbzO6XR47gkgi6RyhdwM2uvub7r4XKAYurTzA3V9w94/DyyVAXmZjitS/pdOujh1BJJF0Cr09sLnS6/KwrDbXAc/WtMLMRprZMjNb9t5776WfUqQBXHL15NgRRBJJp9CthmVe40Czq4BC4P6a1rv7dHcvdPfCdu3apZ9SpAF8Y8c7sSOIJJJOoZcDHSq9zgO2VB1kZucC44H+7r4nM/FEGs6YxXNiRxBJJJ1CLwU6mVlHM2sODAJKKg8ws7OA/0+qzN/NfEyR+jdoyKTYEUQSqbPQ3X0fMAp4DlgHPObua8xsopn1D8PuB1oDj5tZmZmV1LI5kSPWPbpTVLJc03QGufszwDNVlk2o9PW5Gc4l0uBWfaVT7AgiiehOUZFgbkHf2BFEElGhiwSrJw+MHUEkERW6SND9hlmxI4gkokIXCYo2r4odQSQRFbpIMLhsQewIIomo0EWC4XoEnWQ5FbpIMLWkxhkrRLKGCl0keP6krrEjiCSiQhcJSjr3jh1BJBEVukiw6b5+sSOIJKJCFwnyb3k6dgSRRFToIkH/tS/GjiCSiApdJDhnY2nsCCKJqNBFgtH9b44dQSQRFbpIMGPenbEjiCSiQhcJNH2uZDsVukiwpEOX2BFEElGhiwRLHxwaO4JIIip0keD0sY/HjiCSiApdJND0uZLtVOgiQZetr8eOIJKICl0kuK3vj2JHEElEhS4SFM8ZFzuCSCIqdJFgSo8hsSOIJKJCFwnePKZ97AgiiajQRYL5j4yNHUEkERW6SND9xkdiRxBJRIUuEgx/7YnYEUQSUaGLBMfv+iB2BJFEVOgiwd19hseOIJKICl0kmD9zdOwIIomo0EWCW3WnqGQ5FbpI8FHzVrEjiCSSVqGbWV8zW29mG82s2v3RZtbCzB4N65eaWX6mg4rUt4f0CDrJcnUWupk1AaYBFwKdgcFm1rnKsOuAHe5+EjAZuC/TQUXqW5+R02NHEEkknSP0bsBGd3/T3fcCxcClVcZcCswKX88DzjEzy1xMkfo3ZvHs2BFEEmmaxpj2wOZKr8uB7rWNcfd9ZrYTOA54v/IgMxsJjAwvd5nZ+sMJHVlbquxXI5Dd+3xnescWYwFenovdl+X7e3i0z9nj67WtSKfQa/p/gx/GGNx9OpDVv9ea2TJ3L4ydoyE1tn1ubPsL2udckc4pl3KgQ6XXecCW2saYWVPgKEC33YmINKB0Cr0U6GRmHc2sOTAIKKkypgSoeGT6AGChu1c7QhcRkfpT5ymXcE58FPAc0AR42N3XmNlEYJm7lwAPAb8zs42kjswH1WfoyLL6lNFhamz73Nj2F7TPOcF0IC0ikht0p6iISI5QoYuI5AgVehrM7H4z+5uZrTSzJ83s6Errbg1THqw3swti5swkMxtoZmvM7DMzK6yyLif3Geqe5iIXmNnDZvauma2utOxYM/tvM3s9/O8xMTNmmpl1MLMXzGxd+O96dFieU/utQk/PfwOnu/sZwAbgVoAwBcIg4DSgL/BgmCohF6wGLgdeqrwwl/c5zWkucsFMUv92lY0Dnnf3TsDz4XUu2Qf82N1PBYqAG8O/bU7ttwo9De7+J3ffF14uIXUtPqSmPCh29z3u/hawkdRUCVnP3de5e0138ubsPpPeNBdZz91fovp9IpWn75gFXNagoeqZu//D3f8avv4QWEfqDvec2m8V+qG7Fng2fF3TtAjtGzxRw8rlfc7lfavL8e7+D0iVH/BvkfPUmzAb7FnAUnJsv9O59b9RMLM/A1+pYdV4d38qjBlP6le3ilmc0pry4EiVzj7X9G01LMuafa5DLu+bAGbWGvg9MMbd/zfX5hBUoQfufu7B1pvZUKAfcE6lu2DTmRbhiFXXPtciq/e5Drm8b3XZZmZfdfd/mNlXgXdjB8o0M2tGqsxnu/sTYXFO7bdOuaTBzPoCtwD93f3jSqtKgEHhAR8dgU7AazEyNqBc3ud0prnIVZWn7xgK1PYbWlYK03k/BKxz959XWpVT+607RdMQpjRoAWwPi5a4+/Vh3XhS59X3kfo17tmat5JdzOz7wANAO+CfQJm7XxDW5eQ+A5jZRcAUPp/m4u7IkTLOzOYCvUlNH7sNuB34A/AYcALwd2Cgu+fMBHtm1gNYBKwCPguLbyN1Hj1n9luFLiKSI3TKRUQkR6jQRURyhApdRCRHqNBFRHKECl1EJEeo0EVEcoQKXUQkR/wfgd9qyJHbCzQAAAAASUVORK5CYII=\n",
"text/plain": [
"<Figure size 432x288 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"l = []\n",
"\n",
"if not os.path.exists('data/CLs/plots'):\n",
" os.mkdir('data/CLs/plots')\n",
" print(\"Directory \" , 'data/CLs/plots' , \" Created \")\n",
"\n",
"for step in range(1,ste):\n",
" plt.clf()\n",
" plt.title('Ctt value: {:.2f}'.format(Ctt_steps[step]))\n",
" plt.hist(CLs_values[0], bins = 100, range = (-25, 25), label = 'Ctt fixed to 0')\n",
" plt.hist(CLs_values[step], bins = 100, range = (-25, 25), label = 'Ctt floating')\n",
" plt.axvline(x=np.mean(CLs_values[0]),color='red', linewidth=1.0, linestyle = 'dotted')\n",
" plt.legend()\n",
" plt.savefig('data/CLs/plots/CLs-BR({:.1E}).png'.format(BR_steps[step]))\n",
" \n",
" l.append(len(np.where(np.array(CLs_values[step]) < np.mean(CLs_values[0]))[0]))\n"
]
},
{
"cell_type": "code",
"execution_count": 76,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"BR: 0.0000\n",
"0.0\n",
"\n",
"BR: 0.0010\n",
"2.0\n",
"\n",
"BR: 0.0020\n",
"2.0\n",
"\n",
"BR: 0.0030\n",
"2.0\n",
"\n",
"BR: 0.0040\n",
"2.0\n",
"\n",
"BR: 0.0050\n",
"2.0\n",
"\n",
"BR: 0.0060\n",
"2.0\n",
"\n",
"BR: 0.0070\n",
"2.0\n",
"\n",
"BR: 0.0080\n",
"2.0\n",
"\n",
"BR: 0.0090\n",
"2.0\n",
"\n"
]
}
],
"source": [
"# for s in range(len(l)):\n",
"# print('BR: {:.4f}'.format(BR_steps[s]))\n",
"# print(2*l[s]/len(CLs_values[s]))\n",
"# print()"
]
},
{
"cell_type": "code",
"execution_count": 54,
"metadata": {},
"outputs": [],
"source": [
"# for i in range(len(Nll_list)):\n",
"# print(np.mean(np.array(Nll_list[i])))"
]
},
{
"cell_type": "code",
"execution_count": 56,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"-2.7631033913526744\n",
"-1.5375416477854982\n",
"0.034148287413779954\n",
"-0.26446933046547777\n",
"-2.5119898148738833\n",
"0.29288635409648656\n",
"2.5194494719737506\n",
"0.18338408685286733\n",
"1.1820129533485564\n",
"-2.960493359604472\n",
"-0.025902955744452782\n",
"2.073569264340094\n",
"1.998716148235733\n",
"0.2592958764681583\n",
"0.4945267599330436\n",
"-0.9401917602399106\n",
"1.065039693319634\n",
"-2.1389789108890653\n",
"-0.36912034751275713\n",
"19.25970024750627\n",
"-0.44560242368819214\n",
"6.91419527265671\n",
"1.0470111758739422\n"
]
}
],
"source": [
"# for param in total_f_fit.get_dependents():\n",
"# if param.floating:\n",
"# print(params[param]['value'])"
]
},
{
"cell_type": "code",
"execution_count": 57,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"1 h, 36 min\n"
]
}
],
"source": [
"print(display_time(int(time.time()-start)))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.3"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
