diff --git a/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb index dd3fc10..2f54c56 100644 --- a/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb +++ b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb @@ -563,9 +563,9 @@ "b0_1 = zfit.Parameter(\"b0_1\", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", "b0_2 = zfit.Parameter(\"b0_2\", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", "\n", - "bplus_0 = zfit.Parameter(\"bplus_0\", ztf.constant(0.466), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", - "bplus_1 = zfit.Parameter(\"bplus_1\", ztf.constant(-0.885), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", - "bplus_2 = zfit.Parameter(\"bplus_2\", ztf.constant(-0.213), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", + "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", diff --git a/raremodel-nb.ipynb b/raremodel-nb.ipynb index 2712e82..2f54c56 100644 --- a/raremodel-nb.ipynb +++ b/raremodel-nb.ipynb @@ -1498,9 +1498,9 @@ " mean1 = ztf.constant(0.466)\n", " mean2 = ztf.constant(-0.885)\n", " mean3 = ztf.constant(-0.213)\n", - " sigma1 = ztf.constant(0.014/3.)\n", - " sigma2 = ztf.constant(0.128/3.)\n", - " sigma3 = ztf.constant(0.548/3.)\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", @@ -1648,541 +1648,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 39, "metadata": { "scrolled": false }, -<<<<<<< HEAD "outputs": [], -======= - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "WARNING:tensorflow:From C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\core\\sample.py:163: to_int32 (from tensorflow.python.ops.math_ops) is deprecated and will be removed in a future version.\n", - "Instructions for updating:\n", - "Use tf.cast instead.\n", - "Toy 0: Generating data...\n", - "Toy 0: Data generation finished\n", - "Toy 0: Loading data...\n", - "Toy 0: Loading data finished\n", - "Toy 0: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.979E+05 | Ncalls=616 (627 total) |\n", - "| EDM = 1.12E+06 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| False | True | True | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297878.03533313115\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | -0.017 | 0.133 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | 4 | 11 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 19.27 | 0.29 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 1.780 | 0.021 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | 5.93 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 2.54 | 0.05 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | 4.45 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.268 | 0.017 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | 0.258 | 0.008 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | -0.233 | 0.016 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -2.996E-1 | 0.005E-1 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | -0.41 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | -3.57 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 8.64 | 0.17 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | -0.647 | 0.003 | | | -2 | 2 | |\n", - "| 16| p4040_p | 2.94 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 1.04 | 0.03 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | 3.72 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | 1.365 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | 0.321 | 0.014 | | | -2 | 2 | |\n", - "| 21| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 0.515 | 0.026 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | 3.95 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 0.965 0.862 0.207 0.933 0.950 0.074 0.882 0.631 0.797 -0.593 -0.035 0.707 0.703 -0.904 -0.323 0.781 0.492 0.179 0.878 0.961 -0.962 -0.116 0.384 |\n", - "| omega_p | 0.965 1.000 0.894 0.210 0.967 0.988 0.083 0.914 0.654 0.826 -0.638 -0.036 0.723 0.723 -0.937 -0.337 0.815 0.506 0.200 0.913 0.996 -0.997 -0.123 0.408 |\n", - "| phi_s | 0.862 0.894 1.000 0.187 0.864 0.883 0.074 0.817 0.585 0.738 -0.576 -0.032 0.646 0.646 -0.837 -0.305 0.728 0.452 0.179 0.816 0.890 -0.891 -0.110 0.364 |\n", - "| p4040_s | 0.207 0.210 0.187 1.000 0.203 0.207 0.024 0.192 0.135 0.171 -0.137 -0.008 0.151 0.147 -0.196 -0.056 0.155 0.095 0.050 0.192 0.210 -0.209 -0.023 0.070 |\n", - "| rho_p | 0.933 0.967 0.864 0.203 1.000 0.955 0.080 0.884 0.632 0.799 -0.615 -0.035 0.699 0.700 -0.906 -0.324 0.788 0.489 0.193 0.883 0.964 -0.964 -0.119 0.394 |\n", - "| Dbar_p | 0.950 0.988 0.883 0.207 0.955 1.000 0.077 0.903 0.657 0.813 -0.617 -0.036 0.706 0.713 -0.925 -0.313 0.798 0.498 0.195 0.898 0.986 -0.985 -0.120 0.397 |\n", - "| p3770_s | 0.074 0.083 0.074 0.024 0.080 0.077 1.000 0.076 0.077 0.068 -0.039 -0.004 0.048 0.064 -0.078 -0.021 0.072 0.047 0.013 0.070 0.083 -0.083 -0.010 0.030 |\n", - "| phi_p | 0.882 0.914 0.817 0.192 0.884 0.903 0.076 1.000 0.598 0.755 -0.582 -0.033 0.662 0.662 -0.857 -0.306 0.745 0.463 0.183 0.835 0.912 -0.912 -0.112 0.373 |\n", - "| psi2s_p | 0.631 0.654 0.585 0.135 0.632 0.657 0.077 0.598 1.000 0.544 -0.418 -0.020 0.542 0.472 -0.613 -0.238 0.547 0.331 0.172 0.597 0.650 -0.652 -0.085 0.287 |\n", - "| DDstar_s | 0.797 0.826 0.738 0.171 0.799 0.813 0.068 0.755 0.544 1.000 -0.521 -0.030 0.593 0.593 -0.774 -0.258 0.669 0.414 0.168 0.751 0.825 -0.823 -0.101 0.336 |\n", - "| bplus_2 | -0.593 -0.638 -0.576 -0.137 -0.615 -0.617 -0.039 -0.582 -0.418 -0.521 1.000 0.022 -0.482 -0.467 0.596 0.134 -0.494 -0.318 -0.111 -0.567 -0.643 0.637 0.066 -0.231 |\n", - "| Dbar_s | -0.035 -0.036 -0.032 -0.008 -0.035 -0.036 -0.004 -0.033 -0.020 -0.030 0.022 1.000 -0.032 -0.026 0.034 0.013 -0.029 -0.019 -0.006 -0.032 -0.036 0.036 0.004 -0.014 |\n", - "| DDstar_p | 0.707 0.723 0.646 0.151 0.699 0.706 0.048 0.662 0.542 0.593 -0.482 -0.032 1.000 0.512 -0.677 -0.200 0.610 0.356 0.170 0.700 0.723 -0.721 -0.094 0.340 |\n", - "| p4415_p | 0.703 0.723 0.646 0.147 0.700 0.713 0.064 0.662 0.472 0.593 -0.467 -0.026 0.512 1.000 -0.678 -0.210 0.598 0.366 0.152 0.657 0.724 -0.721 -0.053 0.318 |\n", - "| omega_s | -0.904 -0.937 -0.837 -0.196 -0.906 -0.925 -0.078 -0.857 -0.613 -0.774 0.596 0.034 -0.677 -0.678 1.000 0.315 -0.763 -0.474 -0.187 -0.856 -0.934 0.934 0.115 -0.382 |\n", - "| bplus_1 | -0.323 -0.337 -0.305 -0.056 -0.324 -0.313 -0.021 -0.306 -0.238 -0.258 0.134 0.013 -0.200 -0.210 0.315 1.000 -0.250 -0.146 -0.081 -0.280 -0.352 0.336 0.042 -0.139 |\n", - "| p4040_p | 0.781 0.815 0.728 0.155 0.788 0.798 0.072 0.745 0.547 0.669 -0.494 -0.029 0.610 0.598 -0.763 -0.250 1.000 0.424 0.193 0.738 0.814 -0.812 -0.096 0.292 |\n", - "| p4160_s | 0.492 0.506 0.452 0.095 0.489 0.498 0.047 0.463 0.331 0.414 -0.318 -0.019 0.356 0.366 -0.474 -0.146 0.424 1.000 0.112 0.459 0.506 -0.504 -0.054 0.175 |\n", - "| p3770_p | 0.179 0.200 0.179 0.050 0.193 0.195 0.013 0.183 0.172 0.168 -0.111 -0.006 0.170 0.152 -0.187 -0.081 0.193 0.112 1.000 0.175 0.198 -0.199 -0.028 0.096 |\n", - "| jpsi_p | 0.878 0.913 0.816 0.192 0.883 0.898 0.070 0.835 0.597 0.751 -0.567 -0.032 0.700 0.657 -0.856 -0.280 0.738 0.459 0.175 1.000 0.912 -0.910 -0.112 0.372 |\n", - "| bplus_0 | 0.961 0.996 0.890 0.210 0.964 0.986 0.083 0.912 0.650 0.825 -0.643 -0.036 0.723 0.724 -0.934 -0.352 0.814 0.506 0.198 0.912 1.000 -0.993 -0.122 0.406 |\n", - "| rho_s | -0.962 -0.997 -0.891 -0.209 -0.964 -0.985 -0.083 -0.912 -0.652 -0.823 0.637 0.036 -0.721 -0.721 0.934 0.336 -0.812 -0.504 -0.199 -0.910 -0.993 1.000 0.122 -0.407 |\n", - "| p4415_s | -0.116 -0.123 -0.110 -0.023 -0.119 -0.120 -0.010 -0.112 -0.085 -0.101 0.066 0.004 -0.094 -0.053 0.115 0.042 -0.096 -0.054 -0.028 -0.112 -0.122 0.122 1.000 -0.050 |\n", - "| p4160_p | 0.384 0.408 0.364 0.070 0.394 0.397 0.030 0.373 0.287 0.336 -0.231 -0.014 0.340 0.318 -0.382 -0.139 0.292 0.175 0.096 0.372 0.406 -0.407 -0.050 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.13307582874104307}), (, {'error': 11.312544525700241}), (, {'error': 0.29435979835990267}), (, {'error': 0.020773255462037232}), (, {'error': 0.2436242306495524}), (, {'error': 0.42032440023747597}), (, {'error': 0.04542769991233664}), (, {'error': 0.16705000022500105}), (, {'error': 0.01701667878468638}), (, {'error': 0.008402722883520175}), (, {'error': 0.015655568513703977}), (, {'error': 0.00046055330791114346}), (, {'error': 0.20138193109194136}), (, {'error': 0.17099716522674058}), (, {'error': 0.16848322966260731}), (, {'error': 0.0025357515987360912}), (, {'error': 0.08785001542580062}), (, {'error': 0.03182752693261037}), (, {'error': 0.04623833317689208}), (, {'error': 0.02804294337792035}), (, {'error': 0.01433694235612526}), (, {'error': 0.34127837859046173}), (, {'error': 0.02591065046357091}), (, {'error': 0.0690782454106591})])\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\ipykernel_launcher.py:196: UserWarning: Creating legend with loc=\"best\" can be slow with large amounts of data.\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 1/10\n", - "Time taken: 1 min, 40 s\n", - "Projected time left: 15 min\n", - "Toy 1: Generating data...\n", - "Toy 1: Data generation finished\n", - "Toy 1: Loading data...\n", - "Toy 1: Loading data finished\n", - "Toy 1: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.979E+05 | Ncalls=1287 (1287 total) |\n", - "| EDM = 6.42E-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 | False | False | True |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297909.6307224464\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | 0.62 | 0.19 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 22.0 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 1.09 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | -0.30 | 0.71 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | 0.9 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 1.89 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | -5.53 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | 0.12 | 0.07 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | 4.0 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | -2.54 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | |\n", - "| 16| p4040_p | -2.70 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 2.60 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | 4.24 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | 4.580 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | -0.376 | 0.028 | | | -2 | 2 | |\n", - "| 21| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 1.73 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | -2.13 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 -0.014 -0.053 0.288 0.090 -0.352 -0.037 -0.015 -0.436 0.012 -0.639 0.002 -0.141 0.135 -0.012 0.102 -0.020 0.228 -0.274 0.467 0.026 -0.005 0.075 -0.120 |\n", - "| omega_p | -0.014 1.000 -0.012 -0.000 -0.141 0.005 0.004 -0.005 -0.007 0.002 0.022 0.001 0.018 -0.001 0.827 0.177 0.004 0.001 -0.006 -0.041 -0.198 0.419 0.001 -0.006 |\n", - "| phi_s | -0.053 -0.012 1.000 -0.006 -0.108 -0.014 -0.032 0.457 0.032 -0.001 0.158 -0.003 -0.007 -0.041 0.012 -0.146 -0.036 -0.039 0.016 0.056 0.161 -0.124 0.020 -0.017 |\n", - "| p4040_s | 0.288 -0.000 -0.006 1.000 0.005 0.025 0.156 -0.001 -0.200 -0.000 -0.001 0.011 -0.134 -0.143 -0.002 -0.021 -0.166 -0.070 -0.159 0.066 0.004 0.004 0.139 -0.417 |\n", - "| rho_p | 0.090 -0.141 -0.108 0.005 1.000 0.007 0.037 -0.294 -0.044 0.000 -0.253 0.003 -0.020 0.046 0.019 -0.216 0.031 0.047 -0.012 -0.049 0.235 -0.045 -0.027 0.024 |\n", - "| Dbar_p | -0.352 0.005 -0.014 0.025 0.007 1.000 -0.057 -0.005 0.023 -0.006 0.026 0.012 -0.164 -0.152 -0.002 -0.074 -0.174 -0.002 -0.061 -0.232 0.002 0.023 0.058 -0.220 |\n", - "| p3770_s | -0.037 0.004 -0.032 0.156 0.037 -0.057 1.000 -0.011 0.265 -0.004 -0.000 -0.016 0.076 0.005 -0.002 -0.020 0.033 0.090 -0.131 -0.082 -0.022 0.020 0.070 -0.048 |\n", - "| phi_p | -0.015 -0.005 0.457 -0.001 -0.294 -0.005 -0.011 1.000 0.009 0.001 0.063 -0.000 -0.001 -0.010 -0.081 0.053 -0.009 -0.012 0.002 0.015 -0.052 0.036 0.006 -0.006 |\n", - "| psi2s_p | -0.436 -0.007 0.032 -0.200 -0.044 0.023 0.265 0.009 1.000 0.019 0.156 0.026 -0.044 0.091 0.001 0.019 0.183 -0.094 0.238 -0.094 0.006 -0.026 -0.136 0.264 |\n", - "| DDstar_s | 0.012 0.002 -0.001 -0.000 0.000 -0.006 -0.004 0.001 0.019 1.000 0.016 -0.001 0.032 -0.000 0.000 -0.032 -0.003 0.000 0.013 0.037 0.006 0.006 0.010 0.012 |\n", - "| bplus_2 | -0.639 0.022 0.158 -0.001 -0.253 0.026 -0.000 0.063 0.156 0.016 1.000 -0.006 0.262 -0.234 0.023 -0.231 -0.096 -0.080 0.082 -0.264 0.032 -0.026 0.231 -0.163 |\n", - "| Dbar_s | 0.002 0.001 -0.003 0.011 0.003 0.012 -0.016 -0.000 0.026 -0.001 -0.006 1.000 -0.002 -0.001 -0.000 -0.011 -0.008 0.004 0.004 0.030 0.002 0.003 0.011 -0.003 |\n", - "| DDstar_p | -0.141 0.018 -0.007 -0.134 -0.020 -0.164 0.076 -0.001 -0.044 0.032 0.262 -0.002 1.000 -0.347 -0.001 -0.271 -0.165 -0.078 0.079 -0.296 0.030 0.056 0.049 -0.240 |\n", - "| p4415_p | 0.135 -0.001 -0.041 -0.143 0.046 -0.152 0.005 -0.010 0.091 -0.000 -0.234 -0.001 -0.347 1.000 -0.006 0.169 0.188 -0.050 0.066 0.149 -0.069 0.012 -0.183 0.383 |\n", - "| omega_s | -0.012 0.827 0.012 -0.002 0.019 -0.002 -0.002 -0.081 0.001 0.000 0.023 -0.000 -0.001 -0.006 1.000 -0.000 -0.004 -0.005 0.001 -0.017 0.000 0.070 0.002 -0.003 |\n", - "| bplus_1 | 0.102 0.177 -0.146 -0.021 -0.216 -0.074 -0.020 0.053 0.019 -0.032 -0.231 -0.011 -0.271 0.169 -0.000 1.000 0.114 -0.027 -0.016 0.047 -0.942 0.437 -0.147 0.172 |\n", - "| p4040_p | -0.020 0.004 -0.036 -0.166 0.031 -0.174 0.033 -0.009 0.183 -0.003 -0.096 -0.008 -0.165 0.188 -0.004 0.114 1.000 0.372 0.193 0.027 -0.072 0.022 0.074 0.090 |\n", - "| p4160_s | 0.228 0.001 -0.039 -0.070 0.047 -0.002 0.090 -0.012 -0.094 0.000 -0.080 0.004 -0.078 -0.050 -0.005 -0.027 0.372 1.000 -0.027 0.019 -0.011 0.020 0.330 -0.147 |\n", - "| p3770_p | -0.274 -0.006 0.016 -0.159 -0.012 -0.061 -0.131 0.002 0.238 0.013 0.082 0.004 0.079 0.066 0.001 -0.016 0.193 -0.027 1.000 -0.069 0.020 -0.020 -0.089 0.192 |\n", - "| jpsi_p | 0.467 -0.041 0.056 0.066 -0.049 -0.232 -0.082 0.015 -0.094 0.037 -0.264 0.030 -0.296 0.149 -0.017 0.047 0.027 0.019 -0.069 1.000 0.124 -0.089 -0.060 0.092 |\n", - "| bplus_0 | 0.026 -0.198 0.161 0.004 0.235 0.002 -0.022 -0.052 0.006 0.006 0.032 0.002 0.030 -0.069 0.000 -0.942 -0.072 -0.011 0.020 0.124 1.000 -0.496 0.044 -0.050 |\n", - "| rho_s | -0.005 0.419 -0.124 0.004 -0.045 0.023 0.020 0.036 -0.026 0.006 -0.026 0.003 0.056 0.012 0.070 0.437 0.022 0.020 -0.020 -0.089 -0.496 1.000 -0.004 -0.010 |\n", - "| p4415_s | 0.075 0.001 0.020 0.139 -0.027 0.058 0.070 0.006 -0.136 0.010 0.231 0.011 0.049 -0.183 0.002 -0.147 0.074 0.330 -0.089 -0.060 0.044 -0.004 1.000 -0.107 |\n", - "| p4160_p | -0.120 -0.006 -0.017 -0.417 0.024 -0.220 -0.048 -0.006 0.264 0.012 -0.163 -0.003 -0.240 0.383 -0.003 0.172 0.090 -0.147 0.192 0.092 -0.050 -0.010 -0.107 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.18748768755829082}), (, {'error': 0.40323634554077215}), (, {'error': 0.985024000483012}), (, {'error': 0.17586720794456895}), (, {'error': 0.7105697644993554}), (, {'error': 0.32118284401931696}), (, {'error': 0.2372102719369873}), (, {'error': 0.14503339498061774}), (, {'error': 0.03185662332362904}), (, {'error': 0.02421642931361845}), (, {'error': 0.07483773848310715}), (, {'error': 0.01520721320902993}), (, {'error': 0.39795186227992385}), (, {'error': 0.13390670241756997}), (, {'error': 3.8706357513686984}), (, {'error': 0.057866643089661274}), (, {'error': 0.16823464853939285}), (, {'error': 0.171806968358724}), (, {'error': 0.138889598592427}), (, {'error': 0.02515049586844853}), (, {'error': 0.02826194125557635}), (, {'error': 0.39800274915520395}), (, {'error': 0.19429670305431568}), (, {'error': 0.08939828920188164})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 2/10\n", - "Time taken: 3 min, 54 s\n", - "Projected time left: 15 min, 36 s\n", - "Toy 2: Generating data...\n", - "Toy 2: Data generation finished\n", - "Toy 2: Loading data...\n", - "Toy 2: Loading data finished\n", - "Toy 2: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.977E+05 | Ncalls=1481 (1481 total) |\n", - "| EDM = 5.87E-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: 297742.96509176795\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | -0.017 | 0.193 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 1.56 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | -0.55 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | 1.5 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 0.919 | 0.024 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | -5.27 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.04 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | 0.23 | 0.10 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | -0.011 | 0.472 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | 4.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | 1.02 | 0.08 | | | -2 | 2 | |\n", - "| 16| p4040_p | 2.86 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | -6.283 | 0.019 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | 4.613 | 0.030 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | -0.55 | 0.04 | | | -2 | 2 | |\n", - "| 21| rho_s | 1.37 | 0.31 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 -0.001 -0.001 0.031 0.025 -0.498 -0.008 -0.001 -0.402 -0.011 -0.589 0.022 0.398 0.240 0.026 0.041 0.334 0.004 0.001 0.479 0.157 -0.079 0.022 -0.006 |\n", - "| omega_p | -0.001 1.000 -0.002 0.000 0.021 0.001 -0.000 0.005 0.000 -0.000 0.001 0.000 -0.001 -0.000 -0.081 0.003 -0.000 -0.000 0.000 0.000 -0.004 0.014 0.001 0.000 |\n", - "| phi_s | -0.001 -0.002 1.000 -0.024 -0.143 -0.082 0.000 0.331 -0.000 0.003 0.120 -0.020 0.003 -0.020 -0.004 -0.093 -0.005 0.001 -0.001 0.029 0.117 -0.034 -0.012 0.000 |\n", - "| p4040_s | 0.031 0.000 -0.024 1.000 0.037 0.373 -0.006 -0.007 -0.081 0.000 -0.015 0.075 -0.081 -0.213 -0.013 -0.067 -0.269 -0.007 0.005 0.017 -0.057 0.028 0.104 0.010 |\n", - "| rho_p | 0.025 0.021 -0.143 0.037 1.000 0.123 -0.000 -0.248 -0.013 -0.001 -0.253 0.034 0.007 0.041 0.159 0.008 0.008 -0.001 0.001 -0.051 -0.048 0.161 0.008 -0.000 |\n", - "| Dbar_p | -0.498 0.001 -0.082 0.373 0.123 1.000 0.002 -0.029 0.275 0.032 -0.054 0.078 -0.300 -0.262 -0.030 -0.082 -0.417 -0.014 0.013 -0.132 -0.192 0.070 0.184 0.007 |\n", - "| p3770_s | -0.008 -0.000 0.000 -0.006 -0.000 0.002 1.000 0.000 0.009 -0.001 0.001 0.002 0.004 0.002 0.000 -0.001 0.005 0.000 -0.002 0.002 0.001 -0.000 -0.002 -0.000 |\n", - "| phi_p | -0.001 0.005 0.331 -0.007 -0.248 -0.029 0.000 1.000 0.009 -0.001 0.073 -0.006 0.014 -0.011 -0.117 0.021 0.003 0.000 -0.000 0.023 -0.010 0.131 0.002 0.000 |\n", - "| psi2s_p | -0.402 0.000 -0.000 -0.081 -0.013 0.275 0.009 0.009 1.000 0.022 0.188 0.133 0.236 -0.040 -0.017 -0.020 0.042 0.006 -0.006 0.122 -0.073 0.041 -0.030 0.001 |\n", - "| DDstar_s | -0.011 -0.000 0.003 0.000 -0.001 0.032 -0.001 -0.001 0.022 1.000 -0.049 0.006 0.027 0.029 0.007 0.014 0.038 0.000 0.000 0.012 0.030 -0.017 0.003 -0.001 |\n", - "| bplus_2 | -0.589 0.001 0.120 -0.015 -0.253 -0.054 0.001 0.073 0.188 -0.049 1.000 -0.047 -0.071 -0.245 -0.049 0.058 -0.042 -0.003 -0.003 -0.221 -0.180 0.123 0.161 0.001 |\n", - "| Dbar_s | 0.022 0.000 -0.020 0.075 0.034 0.078 0.002 -0.006 0.133 0.006 -0.047 1.000 -0.092 -0.038 -0.003 -0.010 -0.000 -0.001 0.003 0.104 -0.030 0.006 0.055 0.001 |\n", - "| DDstar_p | 0.398 -0.001 0.003 -0.081 0.007 -0.300 0.004 0.014 0.236 0.027 -0.071 -0.092 1.000 0.139 0.006 0.015 0.483 0.015 0.000 0.635 0.033 -0.017 0.036 -0.005 |\n", - "| p4415_p | 0.240 -0.000 -0.020 -0.213 0.041 -0.262 0.002 -0.011 -0.040 0.029 -0.245 -0.038 0.139 1.000 0.013 0.068 0.076 0.011 -0.003 0.106 0.034 -0.035 -0.149 0.001 |\n", - "| omega_s | 0.026 -0.081 -0.004 -0.013 0.159 -0.030 0.000 -0.117 -0.017 0.007 -0.049 -0.003 0.006 0.013 1.000 -0.122 0.006 0.001 -0.000 -0.002 0.132 -0.460 -0.017 -0.000 |\n", - "| bplus_1 | 0.041 0.003 -0.093 -0.067 0.008 -0.082 -0.001 0.021 -0.020 0.014 0.058 -0.010 0.015 0.068 -0.122 1.000 0.065 0.002 -0.002 -0.041 -0.941 0.268 -0.050 -0.002 |\n", - "| p4040_p | 0.334 -0.000 -0.005 -0.269 0.008 -0.417 0.005 0.003 0.042 0.038 -0.042 -0.000 0.483 0.076 0.006 0.065 1.000 0.001 -0.009 0.265 0.011 -0.017 0.092 -0.004 |\n", - "| p4160_s | 0.004 -0.000 0.001 -0.007 -0.001 -0.014 0.000 0.000 0.006 0.000 -0.003 -0.001 0.015 0.011 0.001 0.002 0.001 1.000 -0.000 0.009 0.003 -0.001 -0.001 -0.002 |\n", - "| p3770_p | 0.001 0.000 -0.001 0.005 0.001 0.013 -0.002 -0.000 -0.006 0.000 -0.003 0.003 0.000 -0.003 -0.000 -0.002 -0.009 -0.000 1.000 0.004 -0.001 0.001 0.002 0.000 |\n", - "| jpsi_p | 0.479 0.000 0.029 0.017 -0.051 -0.132 0.002 0.023 0.122 0.012 -0.221 0.104 0.635 0.106 -0.002 -0.041 0.265 0.009 0.004 1.000 0.103 -0.017 0.019 -0.002 |\n", - "| bplus_0 | 0.157 -0.004 0.117 -0.057 -0.048 -0.192 0.001 -0.010 -0.073 0.030 -0.180 -0.030 0.033 0.034 0.132 -0.941 0.011 0.003 -0.001 0.103 1.000 -0.299 -0.080 0.000 |\n", - "| rho_s | -0.079 0.014 -0.034 0.028 0.161 0.070 -0.000 0.131 0.041 -0.017 0.123 0.006 -0.017 -0.035 -0.460 0.268 -0.017 -0.001 0.001 -0.017 -0.299 1.000 0.041 0.000 |\n", - "| p4415_s | 0.022 0.001 -0.012 0.104 0.008 0.184 -0.002 0.002 -0.030 0.003 0.161 0.055 0.036 -0.149 -0.017 -0.050 0.092 -0.001 0.002 0.019 -0.080 0.041 1.000 -0.005 |\n", - "| p4160_p | -0.006 0.000 0.000 0.010 -0.000 0.007 -0.000 0.000 0.001 -0.001 0.001 0.001 -0.005 0.001 -0.000 -0.002 -0.004 -0.002 0.000 -0.002 0.000 0.000 -0.005 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.19338376498028875}), (, {'error': 0.09355253342183101}), (, {'error': 0.8591335437952221}), (, {'error': 0.1745741995718021}), (, {'error': 0.26975749374548696}), (, {'error': 0.5675491117289342}), (, {'error': 0.023645611184699322}), (, {'error': 0.11694285135085192}), (, {'error': 0.034894129483006964}), (, {'error': 0.049562852297974136}), (, {'error': 0.09992913474301979}), (, {'error': 0.0804709270108857}), (, {'error': 0.4721007315609622}), (, {'error': 0.4971009105610804}), (, {'error': 0.9373573080054802}), (, {'error': 0.07869165370384468}), (, {'error': 0.11078527371686864}), (, {'error': 0.011981558188349617}), (, {'error': 0.01896914517553716}), (, {'error': 0.029718397699545207}), (, {'error': 0.0430274851462954}), (, {'error': 0.3078557703077741}), (, {'error': 0.1904672232500821}), (, {'error': 0.010943271603894189})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 3/10\n", - "Time taken: 6 min, 17 s\n", - "Projected time left: 14 min, 35 s\n", - "Toy 3: Generating data...\n", - "Toy 3: Data generation finished\n", - "Toy 3: Loading data...\n", - "Toy 3: Loading data finished\n", - "Toy 3: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1302 (1302 total) |\n", - "| EDM = 3.73E-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: 297798.8924556829\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | 0.53 | 0.24 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | -5.63 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 17.9 | 1.3 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | -2.4 | 0.8 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 0.919 | 0.023 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | 0.51 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.18 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | 0.04 | 0.10 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | -1.4 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | 4.10 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 8.4 | 1.0 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | -0.95 | 0.06 | | | -2 | 2 | |\n", - "| 16| p4040_p | 4.07 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | -6.283 | 0.018 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | 0.502 | 0.023 | | | -2 | 2 | |\n", - "| 21| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | 4.41 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 0.013 -0.024 0.274 0.010 0.598 -0.001 0.010 -0.033 -0.039 0.439 0.141 -0.097 0.182 -0.018 -0.114 0.038 0.178 0.006 0.311 0.027 0.012 0.106 0.112 |\n", - "| omega_p | 0.013 1.000 0.036 0.003 -0.057 -0.013 0.001 0.031 0.015 -0.031 0.009 0.001 -0.077 -0.016 0.565 -0.011 -0.010 0.012 0.000 0.010 0.104 0.448 0.019 -0.009 |\n", - "| phi_s | -0.024 0.036 1.000 -0.012 -0.012 -0.009 0.000 0.803 0.009 -0.001 -0.076 0.004 -0.013 -0.025 0.017 0.015 -0.016 -0.020 0.000 -0.033 -0.011 -0.046 0.006 -0.012 |\n", - "| p4040_s | 0.274 0.003 -0.012 1.000 0.003 0.006 -0.005 -0.003 -0.222 -0.024 0.095 -0.040 0.105 -0.150 -0.008 -0.025 -0.188 0.021 -0.003 -0.036 0.021 0.009 0.176 -0.415 |\n", - "| rho_p | 0.010 -0.057 -0.012 0.003 1.000 0.006 -0.000 -0.022 -0.008 0.004 0.025 -0.002 0.014 0.011 0.011 0.008 0.006 0.004 -0.000 0.001 -0.029 -0.062 -0.006 0.005 |\n", - "| Dbar_p | 0.598 -0.013 -0.009 0.006 0.006 1.000 0.009 0.005 0.357 0.066 -0.079 0.181 -0.038 0.320 0.003 -0.135 0.384 -0.036 -0.002 0.702 -0.032 -0.055 -0.076 0.559 |\n", - "| p3770_s | -0.001 0.001 0.000 -0.005 -0.000 0.009 1.000 0.000 0.015 -0.006 -0.007 0.002 -0.014 0.003 0.000 0.007 0.010 -0.001 -0.002 0.011 0.001 0.002 -0.002 0.012 |\n", - "| phi_p | 0.010 0.031 0.803 -0.003 -0.022 0.005 0.000 1.000 0.003 -0.009 -0.011 0.001 -0.015 -0.004 -0.017 0.006 -0.003 -0.002 0.000 -0.012 -0.001 -0.028 0.001 -0.000 |\n", - "| psi2s_p | -0.033 0.015 0.009 -0.222 -0.008 0.357 0.015 0.003 1.000 -0.296 -0.322 0.002 -0.425 0.114 0.004 0.214 0.303 -0.122 -0.008 0.425 0.024 0.035 -0.103 0.457 |\n", - "| DDstar_s | -0.039 -0.031 -0.001 -0.024 0.004 0.066 -0.006 -0.009 -0.296 1.000 0.136 -0.086 0.324 -0.015 0.005 -0.226 -0.016 -0.014 -0.003 -0.280 -0.055 -0.068 -0.074 -0.142 |\n", - "| bplus_2 | 0.439 0.009 -0.076 0.095 0.025 -0.079 -0.007 -0.011 -0.322 0.136 1.000 -0.070 0.388 0.230 -0.046 -0.497 0.006 0.143 0.002 -0.263 0.100 0.013 -0.174 -0.046 |\n", - "| Dbar_s | 0.141 0.001 0.004 -0.040 -0.002 0.181 0.002 0.001 0.002 -0.086 -0.070 1.000 -0.176 0.055 0.002 0.034 0.099 -0.016 -0.002 0.119 -0.003 0.002 -0.035 0.135 |\n", - "| DDstar_p | -0.097 -0.077 -0.013 0.105 0.014 -0.038 -0.014 -0.015 -0.425 0.324 0.388 -0.176 1.000 0.241 0.010 -0.637 0.072 0.055 -0.004 -0.310 -0.134 -0.183 -0.144 -0.047 |\n", - "| p4415_p | 0.182 -0.016 -0.025 -0.150 0.011 0.320 0.003 -0.004 0.114 -0.015 0.230 0.055 0.241 1.000 -0.009 -0.246 0.260 -0.108 -0.003 0.163 -0.022 -0.049 -0.211 0.403 |\n", - "| omega_s | -0.018 0.565 0.017 -0.008 0.011 0.003 0.000 -0.017 0.004 0.005 -0.046 0.002 0.010 -0.009 1.000 0.005 -0.003 -0.014 -0.000 -0.016 -0.019 -0.109 -0.001 -0.001 |\n", - "| bplus_1 | -0.114 -0.011 0.015 -0.025 0.008 -0.135 0.007 0.006 0.214 -0.226 -0.497 0.034 -0.637 -0.246 0.005 1.000 -0.122 -0.012 0.002 0.110 -0.610 -0.032 0.197 -0.098 |\n", - "| p4040_p | 0.038 -0.010 -0.016 -0.188 0.006 0.384 0.010 -0.003 0.303 -0.016 0.006 0.099 0.072 0.260 -0.003 -0.122 1.000 0.300 -0.005 0.249 -0.014 -0.034 -0.014 0.348 |\n", - "| p4160_s | 0.178 0.012 -0.020 0.021 0.004 -0.036 -0.001 -0.002 -0.122 -0.014 0.143 -0.016 0.055 -0.108 -0.014 -0.012 0.300 1.000 -0.001 -0.077 0.051 0.028 0.336 -0.136 |\n", - "| p3770_p | 0.006 0.000 0.000 -0.003 -0.000 -0.002 -0.002 0.000 -0.008 -0.003 0.002 -0.002 -0.004 -0.003 -0.000 0.002 -0.005 -0.001 1.000 0.001 0.000 0.001 0.001 -0.003 |\n", - "| jpsi_p | 0.311 0.010 -0.033 -0.036 0.001 0.702 0.011 -0.012 0.425 -0.280 -0.263 0.119 -0.310 0.163 -0.016 0.110 0.249 -0.077 0.001 1.000 0.057 0.025 -0.018 0.459 |\n", - "| bplus_0 | 0.027 0.104 -0.011 0.021 -0.029 -0.032 0.001 -0.001 0.024 -0.055 0.100 -0.003 -0.134 -0.022 -0.019 -0.610 -0.014 0.051 0.000 0.057 1.000 0.268 0.044 -0.020 |\n", - "| rho_s | 0.012 0.448 -0.046 0.009 -0.062 -0.055 0.002 -0.028 0.035 -0.068 0.013 0.002 -0.183 -0.049 -0.109 -0.032 -0.034 0.028 0.001 0.025 0.268 1.000 0.050 -0.035 |\n", - "| p4415_s | 0.106 0.019 0.006 0.176 -0.006 -0.076 -0.002 0.001 -0.103 -0.074 -0.174 -0.035 -0.144 -0.211 -0.001 0.197 -0.014 0.336 0.001 -0.018 0.044 0.050 1.000 -0.115 |\n", - "| p4160_p | 0.112 -0.009 -0.012 -0.415 0.005 0.559 0.012 -0.000 0.457 -0.142 -0.046 0.135 -0.047 0.403 -0.001 -0.098 0.348 -0.136 -0.003 0.459 -0.020 -0.035 -0.115 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.23746033613438966}), (, {'error': 0.22827854391421543}), (, {'error': 1.3242924020583473}), (, {'error': 0.17019599757914744}), (, {'error': 0.1332345481328261}), (, {'error': 0.7962709805312216}), (, {'error': 0.02308522313498257}), (, {'error': 0.2876950629670567}), (, {'error': 0.03769146402222612}), (, {'error': 0.40560761040792503}), (, {'error': 0.10018804096358758}), (, {'error': 0.06870386529805039}), (, {'error': 0.6338643163749156}), (, {'error': 0.2091282373871879}), (, {'error': 1.0387903247081258}), (, {'error': 0.05705684069783579}), (, {'error': 0.20352338541949067}), (, {'error': 0.1706073621912625}), (, {'error': 0.018358184856082094}), (, {'error': 0.03880632726508182}), (, {'error': 0.02288158646680416}), (, {'error': 0.3649741145457665}), (, {'error': 0.19896385950009027}), (, {'error': 0.11669689762358448})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 4/10\n", - "Time taken: 8 min, 31 s\n", - "Projected time left: 12 min, 42 s\n", - "Toy 4: Generating data...\n", - "Toy 4: Data generation finished\n", - "Toy 4: Loading data...\n", - "Toy 4: Loading data finished\n", - "Toy 4: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.98E+05 | Ncalls=1319 (1319 total) |\n", - "| EDM = 1.7E-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: 297957.0655247679\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | -0.017 | 0.204 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 18 | 6 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 1.39 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | -0.53 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | 1.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 1.62 | 0.22 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | -6 | 7 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.03 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | 2.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 8.9 | 1.3 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | -0.93 | 0.03 | | | -2 | 2 | |\n", - "| 16| p4040_p | 3.02 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 0.717 | 0.011 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | -1.85 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | -1.752 | 0.032 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | 0.480 | 0.016 | | | -2 | 2 | |\n", - "| 21| rho_s | 1.32 | 0.31 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 0.40 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 -0.019 -0.070 0.243 0.092 -0.423 -0.091 -0.067 -0.344 0.026 0.652 0.010 0.348 0.098 -0.006 -0.129 0.105 -0.002 -0.209 0.574 -0.023 -0.018 0.145 -0.003 |\n", - "| omega_p | -0.019 1.000 0.306 0.001 0.031 0.007 -0.003 0.305 0.000 -0.001 -0.058 0.001 0.021 -0.017 0.720 -0.043 -0.015 -0.000 0.004 -0.040 0.058 0.489 0.002 0.000 |\n", - "| phi_s | -0.070 0.306 1.000 -0.010 -0.245 -0.016 -0.014 0.995 -0.000 0.000 -0.203 -0.001 0.001 -0.050 -0.036 -0.019 -0.053 -0.001 0.015 -0.112 -0.001 0.145 -0.011 0.001 |\n", - "| p4040_s | 0.243 0.001 -0.010 1.000 0.011 0.079 0.084 -0.010 -0.204 0.006 0.013 0.014 0.052 -0.165 -0.001 0.072 -0.247 -0.006 -0.191 0.070 0.024 0.016 0.038 0.010 |\n", - "| rho_p | 0.092 0.031 -0.245 0.011 1.000 0.037 0.039 -0.250 -0.038 0.000 0.288 0.007 0.059 0.072 0.071 0.004 0.057 0.001 -0.027 -0.020 0.045 0.172 0.009 -0.001 |\n", - "| Dbar_p | -0.423 0.007 -0.016 0.079 0.037 1.000 -0.073 -0.015 0.096 -0.000 -0.063 0.012 -0.099 -0.123 0.000 0.192 -0.316 -0.007 -0.017 -0.239 0.073 0.037 -0.006 0.004 |\n", - "| p3770_s | -0.091 -0.003 -0.014 0.084 0.039 -0.073 1.000 -0.012 0.245 -0.012 0.018 -0.020 -0.109 0.012 0.000 -0.033 0.144 -0.001 -0.153 -0.118 0.021 -0.012 0.057 -0.002 |\n", - "| phi_p | -0.067 0.305 0.995 -0.010 -0.250 -0.015 -0.012 1.000 -0.001 0.000 -0.194 -0.001 0.003 -0.048 -0.042 -0.020 -0.051 -0.001 0.014 -0.113 0.001 0.149 -0.011 0.001 |\n", - "| psi2s_p | -0.344 0.000 -0.000 -0.204 -0.038 0.096 0.245 -0.001 1.000 0.017 -0.201 0.027 0.248 0.036 -0.000 0.091 0.149 0.007 0.238 0.025 0.021 0.017 -0.098 -0.000 |\n", - "| DDstar_s | 0.026 -0.001 0.000 0.006 0.000 -0.000 -0.012 0.000 0.017 1.000 0.027 -0.001 0.039 0.015 -0.000 -0.030 0.041 0.001 -0.001 0.049 -0.009 -0.006 0.012 -0.001 |\n", - "| bplus_2 | 0.652 -0.058 -0.203 0.013 0.288 -0.063 0.018 -0.194 -0.201 0.027 1.000 0.016 0.059 0.282 -0.008 -0.237 0.067 0.002 -0.100 0.254 -0.031 -0.069 -0.100 -0.002 |\n", - "| Dbar_s | 0.010 0.001 -0.001 0.014 0.007 0.012 -0.020 -0.001 0.027 -0.001 0.016 1.000 -0.017 -0.007 -0.000 0.006 -0.003 -0.000 0.004 0.028 0.005 0.002 0.010 0.000 |\n", - "| DDstar_p | 0.348 0.021 0.001 0.052 0.059 -0.099 -0.109 0.003 0.248 0.039 0.059 -0.017 1.000 -0.042 -0.000 0.234 0.160 0.006 0.110 0.588 0.082 0.056 0.069 -0.000 |\n", - "| p4415_p | 0.098 -0.017 -0.050 -0.165 0.072 -0.123 0.012 -0.048 0.036 0.015 0.282 -0.007 -0.042 1.000 -0.002 -0.126 -0.008 0.006 0.062 0.045 -0.010 -0.028 -0.095 0.003 |\n", - "| omega_s | -0.006 0.720 -0.036 -0.001 0.071 0.000 0.000 -0.042 -0.000 -0.000 -0.008 -0.000 -0.000 -0.002 1.000 0.000 -0.002 -0.000 0.001 -0.009 0.001 0.104 -0.000 0.000 |\n", - "| bplus_1 | -0.129 -0.043 -0.019 0.072 0.004 0.192 -0.033 -0.020 0.091 -0.030 -0.237 0.006 0.234 -0.126 0.000 1.000 -0.007 -0.002 0.014 0.022 -0.822 -0.127 0.125 0.000 |\n", - "| p4040_p | 0.105 -0.015 -0.053 -0.247 0.057 -0.316 0.144 -0.051 0.149 0.041 0.067 -0.003 0.160 -0.008 -0.002 -0.007 1.000 -0.005 0.178 0.095 0.020 -0.011 0.138 -0.003 |\n", - "| p4160_s | -0.002 -0.000 -0.001 -0.006 0.001 -0.007 -0.001 -0.001 0.007 0.001 0.002 -0.000 0.006 0.006 -0.000 -0.002 -0.005 1.000 0.006 0.004 -0.000 -0.000 0.002 -0.001 |\n", - "| p3770_p | -0.209 0.004 0.015 -0.191 -0.027 -0.017 -0.153 0.014 0.238 -0.001 -0.100 0.004 0.110 0.062 0.001 0.014 0.178 0.006 1.000 0.009 0.001 0.004 -0.065 -0.002 |\n", - "| jpsi_p | 0.574 -0.040 -0.112 0.070 -0.020 -0.239 -0.118 -0.113 0.025 0.049 0.254 0.028 0.588 0.045 -0.009 0.022 0.095 0.004 0.009 1.000 -0.014 0.008 0.031 -0.001 |\n", - "| bplus_0 | -0.023 0.058 -0.001 0.024 0.045 0.073 0.021 0.001 0.021 -0.009 -0.031 0.005 0.082 -0.010 0.001 -0.822 0.020 -0.000 0.001 -0.014 1.000 0.196 0.041 -0.000 |\n", - "| rho_s | -0.018 0.489 0.145 0.016 0.172 0.037 -0.012 0.149 0.017 -0.006 -0.069 0.002 0.056 -0.028 0.104 -0.127 -0.011 -0.000 0.004 0.008 0.196 1.000 0.021 0.000 |\n", - "| p4415_s | 0.145 0.002 -0.011 0.038 0.009 -0.006 0.057 -0.011 -0.098 0.012 -0.100 0.010 0.069 -0.095 -0.000 0.125 0.138 0.002 -0.065 0.031 0.041 0.021 1.000 -0.006 |\n", - "| p4160_p | -0.003 0.000 0.001 0.010 -0.001 0.004 -0.002 0.001 -0.000 -0.001 -0.002 0.000 -0.000 0.003 0.000 0.000 -0.003 -0.001 -0.002 -0.001 -0.000 0.000 -0.006 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.20356743696537594}), (, {'error': 0.3225986671314396}), (, {'error': 5.601509675112658}), (, {'error': 0.1629207983331552}), (, {'error': 0.3048294644485092}), (, {'error': 0.3470474381158444}), (, {'error': 0.22325462827629838}), (, {'error': 7.06425982044021}), (, {'error': 0.03353790591960104}), (, {'error': 0.028565280512765218}), (, {'error': 0.08327237332492732}), (, {'error': 0.01630754606864146}), (, {'error': 0.34158714572292137}), (, {'error': 0.47996263337494316}), (, {'error': 1.2607557762653512}), (, {'error': 0.033473910114156125}), (, {'error': 0.11311693903164866}), (, {'error': 0.011131439035562851}), (, {'error': 0.1531198411151733}), (, {'error': 0.031531811376411145}), (, {'error': 0.016322193507993354}), (, {'error': 0.31173277656278864}), (, {'error': 0.18417991434425623}), (, {'error': 0.011534763945483029})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 5/10\n", - "Time taken: 11 min, 1 \n", - "Projected time left: 11 min\n", - "Toy 5: Generating data...\n", - "Toy 5: Data generation finished\n", - "Toy 5: Loading data...\n", - "Toy 5: Loading data finished\n", - "Toy 5: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1557 (1557 total) |\n", - "| EDM = 2.49E-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: 297819.47573215386\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | Ctt | 1.07 | 0.18 | | | -1.5 | 1.5 | |\n", - "| 1 | omega_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | |\n", - "| 2 | phi_s | 15.4 | 1.2 | | | 14.8182 | 23.5818 | |\n", - "| 3 | p4040_s | 1.39 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 4 | rho_p | 0.24 | 0.34 | | |-6.28319 | 6.28319 | |\n", - "| 5 | Dbar_p | -5.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p3770_s | 2.33 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 7 | phi_p | 6.10 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 8 | psi2s_p | -2.080 | 0.031 | | |-6.28319 | 6.28319 | |\n", - "| 9 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | |\n", - "| 10| bplus_2 | -0.16 | 0.09 | | | -2 | 2 | |\n", - "| 11| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", - "| 12| DDstar_p | -5.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4415_p | -2.31 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 14| omega_s | 7.2 | 1.2 | | | 4.19232 | 9.40768 | |\n", - "| 15| bplus_1 | 0.90 | 0.07 | | | -2 | 2 | |\n", - "| 16| p4040_p | -2.87 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 17| p4160_s | 2.10 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 18| p3770_p | -2.10 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 19| jpsi_p | 4.591 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 20| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | |\n", - "| 21| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 23| p4160_p | 4.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "----------------------------------------------------------------------------------------------\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| Ctt | 1.000 0.012 -0.033 0.262 0.086 -0.343 -0.022 -0.008 -0.410 0.010 -0.591 0.000 -0.126 0.105 0.017 0.070 0.019 0.200 -0.262 0.446 0.062 0.020 0.105 -0.117 |\n", - "| omega_p | 0.012 1.000 0.053 -0.001 0.145 -0.004 0.003 0.024 -0.003 -0.002 -0.025 -0.000 -0.025 0.014 0.642 -0.062 0.008 0.004 -0.000 -0.006 0.073 -0.076 -0.007 0.012 |\n", - "| phi_s | -0.033 0.053 1.000 -0.001 0.139 -0.011 -0.017 0.738 0.016 -0.002 0.091 -0.002 -0.017 -0.015 0.070 -0.081 -0.012 -0.022 0.008 0.016 0.085 0.062 0.001 -0.001 |\n", - "| p4040_s | 0.262 -0.001 -0.001 1.000 -0.002 0.060 0.147 -0.001 -0.195 0.001 0.018 0.013 -0.125 -0.157 -0.002 -0.019 -0.176 -0.176 -0.171 0.054 0.004 -0.000 0.089 -0.368 |\n", - "| rho_p | 0.086 0.145 0.139 -0.002 1.000 -0.006 0.020 0.088 -0.019 -0.008 -0.166 0.000 -0.092 0.067 0.490 -0.267 0.039 0.028 -0.005 -0.003 0.311 0.071 -0.035 0.050 |\n", - "| Dbar_p | -0.343 -0.004 -0.011 0.060 -0.006 1.000 -0.062 -0.003 0.007 -0.008 -0.026 0.014 -0.210 -0.124 -0.013 -0.023 -0.191 0.002 -0.105 -0.222 -0.030 0.029 0.051 -0.201 |\n", - "| p3770_s | -0.022 0.003 -0.017 0.147 0.020 -0.062 1.000 0.001 0.260 -0.000 -0.006 -0.015 0.106 -0.023 -0.005 -0.017 0.042 0.084 -0.141 -0.089 -0.039 0.040 0.077 -0.072 |\n", - "| phi_p | -0.008 0.024 0.738 -0.001 0.088 -0.003 0.001 1.000 -0.002 -0.000 0.002 0.000 -0.005 0.001 0.007 -0.007 0.001 -0.001 -0.000 -0.020 0.005 0.074 -0.000 0.001 |\n", - "| psi2s_p | -0.410 -0.003 0.016 -0.195 -0.019 0.007 0.260 -0.002 1.000 0.019 0.125 0.026 -0.063 0.118 0.007 0.007 0.177 -0.061 0.243 -0.057 0.033 -0.045 -0.132 0.251 |\n", - "| DDstar_s | 0.010 -0.002 -0.002 0.001 -0.008 -0.008 -0.000 -0.000 0.019 1.000 0.019 -0.001 0.043 -0.005 -0.006 -0.021 -0.001 -0.003 0.015 0.031 -0.012 0.010 0.005 0.011 |\n", - "| bplus_2 | -0.591 -0.025 0.091 0.018 -0.166 -0.026 -0.006 0.002 0.125 0.019 1.000 -0.006 0.270 -0.265 -0.002 -0.370 -0.102 -0.082 0.077 -0.219 0.158 -0.164 0.189 -0.165 |\n", - "| Dbar_s | 0.000 -0.000 -0.002 0.013 0.000 0.014 -0.015 0.000 0.026 -0.001 -0.006 1.000 -0.003 -0.003 -0.002 -0.005 -0.005 0.002 0.005 0.028 -0.004 0.005 0.010 -0.004 |\n", - "| DDstar_p | -0.126 -0.025 -0.017 -0.125 -0.092 -0.210 0.106 -0.005 -0.063 0.043 0.270 -0.003 1.000 -0.338 -0.062 -0.177 -0.222 -0.098 0.073 -0.339 -0.127 0.084 0.009 -0.212 |\n", - "| p4415_p | 0.105 0.014 -0.015 -0.157 0.067 -0.124 -0.023 0.001 0.118 -0.005 -0.265 -0.003 -0.338 1.000 0.022 0.128 0.152 -0.085 0.086 0.170 0.011 0.004 -0.158 0.368 |\n", - "| omega_s | 0.017 0.642 0.070 -0.002 0.490 -0.013 -0.005 0.007 0.007 -0.006 -0.002 -0.002 -0.062 0.022 1.000 -0.185 0.010 -0.004 0.005 0.023 0.214 -0.208 -0.016 0.025 |\n", - "| bplus_1 | 0.070 -0.062 -0.081 -0.019 -0.267 -0.023 -0.017 -0.007 0.007 -0.021 -0.370 -0.005 -0.177 0.128 -0.185 1.000 0.091 0.008 -0.016 0.015 -0.924 0.227 -0.076 0.102 |\n", - "| p4040_p | 0.019 0.008 -0.012 -0.176 0.039 -0.191 0.042 0.001 0.177 -0.001 -0.102 -0.005 -0.222 0.152 0.010 0.091 1.000 0.341 0.187 0.070 -0.020 0.010 0.105 0.004 |\n", - "| p4160_s | 0.200 0.004 -0.022 -0.176 0.028 0.002 0.084 -0.001 -0.061 -0.003 -0.082 0.002 -0.098 -0.085 -0.004 0.008 0.341 1.000 -0.010 0.013 -0.035 0.040 0.331 -0.117 |\n", - "| p3770_p | -0.262 -0.000 0.008 -0.171 -0.005 -0.105 -0.141 -0.000 0.243 0.015 0.077 0.005 0.073 0.086 0.005 -0.016 0.187 -0.010 1.000 -0.048 0.024 -0.022 -0.090 0.191 |\n", - "| jpsi_p | 0.446 -0.006 0.016 0.054 -0.003 -0.222 -0.089 -0.020 -0.057 0.031 -0.219 0.028 -0.339 0.170 0.023 0.015 0.070 0.013 -0.048 1.000 0.184 -0.115 -0.054 0.117 |\n", - "| bplus_0 | 0.062 0.073 0.085 0.004 0.311 -0.030 -0.039 0.005 0.033 -0.012 0.158 -0.004 -0.127 0.011 0.214 -0.924 -0.020 -0.035 0.024 0.184 1.000 -0.275 -0.026 0.038 |\n", - "| rho_s | 0.020 -0.076 0.062 -0.000 0.071 0.029 0.040 0.074 -0.045 0.010 -0.164 0.005 0.084 0.004 -0.208 0.227 0.010 0.040 -0.022 -0.115 -0.275 1.000 0.009 -0.023 |\n", - "| p4415_s | 0.105 -0.007 0.001 0.089 -0.035 0.051 0.077 -0.000 -0.132 0.005 0.189 0.010 0.009 -0.158 -0.016 -0.076 0.105 0.331 -0.090 -0.054 -0.026 0.009 1.000 -0.067 |\n", - "| p4160_p | -0.117 0.012 -0.001 -0.368 0.050 -0.201 -0.072 0.001 0.251 0.011 -0.165 -0.004 -0.212 0.368 0.025 0.102 0.004 -0.117 0.191 0.117 0.038 -0.023 -0.067 1.000 |\n", - "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.17756068569158656}), (, {'error': 0.974810495678307}), (, {'error': 1.2048099140867805}), (, {'error': 0.1746148426443993}), (, {'error': 0.3388255648988139}), (, {'error': 0.33809702511271134}), (, {'error': 0.23753713150793}), (, {'error': 0.2688131804807581}), (, {'error': 0.031223719302520436}), (, {'error': 0.025508419572656593}), (, {'error': 0.09027231656247292}), (, {'error': 0.015661261261986303}), (, {'error': 0.46545022942963765}), (, {'error': 0.1639990663169446}), (, {'error': 1.248215198422895}), (, {'error': 0.06888293344375596}), (, {'error': 0.13379105407082625}), (, {'error': 0.17211479906979676}), (, {'error': 0.11563312352469346}), (, {'error': 0.025354427208602814}), (, {'error': 0.03394709032162613}), (, {'error': 0.354306489482555}), (, {'error': 0.19367485659297867}), (, {'error': 0.1046625681834934})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 6/10\n", - "Time taken: 13 min, 46 s\n", - "Projected time left: 9 min, 8 s\n", - "Toy 6: Generating data...\n", - "Toy 6: Data generation finished\n", - "Toy 6: Loading data...\n", - "Toy 6: Loading data finished\n", - "Toy 6: Fitting pdf...\n" - ] - } - ], ->>>>>>> 8d1244c7112250ba6836e4821666773a87d7b683 "source": [ "# # zfit.run.numeric_checks = False \n", "\n", @@ -2193,7 +1663,6 @@ "# Ctt_list = []\n", "# Ctt_error_list = []\n", "\n", -<<<<<<< HEAD "# nr_of_toys = 1\n", "# if fitting_range == 'cut':\n", "# nevents = int(pdg[\"number_of_decays\"]*cut_BR)\n", @@ -2204,18 +1673,6 @@ "# # nevents *= 41\n", "# # zfit.settings.set_verbosity(10)\n", "# calls = int(nevents/event_stack + 1)\n", -======= - "nr_of_toys = 25\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", ->>>>>>> 8d1244c7112250ba6836e4821666773a87d7b683 "\n", "# total_samp = []\n", "\n", @@ -2402,7 +1859,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 40, "metadata": {}, "outputs": [ { @@ -2463,7 +1920,6 @@ { "cell_type": "code", "execution_count": null, -<<<<<<< HEAD "metadata": {}, "outputs": [], "source": [ @@ -2527,10 +1983,6 @@ ] } ], -======= - "metadata": {}, - "outputs": [], ->>>>>>> 8d1244c7112250ba6836e4821666773a87d7b683 "source": [ "# zfit.run.numeric_checks = False \n", "\n",