diff --git a/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb index 6f23704..333edbe 100644 --- a/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb +++ b/.ipynb_checkpoints/raremodel-nb-checkpoint.ipynb @@ -38,7 +38,7 @@ "import os\n", "\n", "# os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"-1\"\n", - "\n", + "import random\n", "import numpy as np\n", "from pdg_const1 import pdg\n", "import matplotlib\n", @@ -699,7 +699,7 @@ "outputs": [], "source": [ "tau_m = zfit.Parameter(\"tau_m\", ztf.constant(pdg['tau_M']), floating = False)\n", - "Ctt = zfit.Parameter(\"Ctt\", ztf.constant(0.0), lower_limit=-1.7, upper_limit=1.7)" + "Ctt = zfit.Parameter(\"Ctt\", ztf.constant(0.0), lower_limit=-2.5, upper_limit=2.5)" ] }, { @@ -1579,7 +1579,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -1643,7 +1643,7 @@ "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", + " 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()" @@ -1951,7 +1951,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 47, "metadata": { "scrolled": false }, @@ -1962,33 +1962,96 @@ "text": [ "[0.15430335 0.53452248 0.74001287 0.89973541 1.03509834 1.15470054\n", " 1.26302735 1.36277029 1.45569489 1.5430335 ]\n", - "Time Taken: 2 s\n", - "Predicted time left: 8 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 8 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 4 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 4 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 3 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 3 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 2 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 2 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 1 \n", - "Time Taken: 2 s\n", - "Predicted time left: 1 \n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\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: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", "Toy 0/1 - Fit 0/5\n", "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1243 (1243 total) |\n", - "| EDM = 0.000701 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1794 (1794 total) |\n", + "| EDM = 2.65E-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 | False | False | True |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297769.6488033105\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.01 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.55 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.22 | 0.48 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.06 | 0.17 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.25 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.52 | 0.15 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.36 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.5 | 0.8 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.018 | 0.027 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.520 | 0.013 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.4 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.66 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.008 | 0.067 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.6 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.28 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.009 0.467 -0.016 0.562 -0.136 0.104 0.436 0.014 0.542 -0.091 0.032 0.484 0.041 0.387 0.361 -0.146 -0.039 0.393 0.564 -0.023 0.380 -0.014 0.097 |\n", + "| p4040_s | 0.009 1.000 -0.101 0.001 -0.007 0.224 0.107 -0.037 0.025 -0.177 0.005 -0.012 -0.079 -0.006 0.023 0.026 0.146 0.001 -0.131 -0.015 0.018 0.011 0.022 0.005 |\n", + "| p4415_p | 0.467 -0.101 1.000 -0.019 0.798 -0.420 0.269 0.648 -0.012 0.807 -0.108 0.033 0.689 0.053 0.559 0.530 -0.295 -0.052 0.648 0.755 0.093 0.665 0.012 0.142 |\n", + "| omega_p | -0.016 0.001 -0.019 1.000 -0.029 0.019 -0.005 -0.022 0.000 -0.025 0.000 0.005 -0.032 -0.047 -0.017 -0.033 0.004 0.763 -0.017 -0.035 0.027 -0.030 0.054 0.054 |\n", + "| DDstar_s | 0.562 -0.007 0.798 -0.029 1.000 -0.552 0.310 0.737 0.075 0.917 -0.098 0.055 0.882 0.072 0.734 0.691 -0.266 -0.071 0.711 0.915 0.037 0.915 -0.011 0.183 |\n", + "| Ctt | -0.136 0.224 -0.420 0.019 -0.552 1.000 -0.145 -0.439 0.146 -0.556 -0.109 -0.039 -0.450 -0.039 -0.433 -0.409 0.285 0.042 -0.440 -0.416 0.401 -0.578 0.043 -0.099 |\n", + "| p3770_s | 0.104 0.107 0.269 -0.005 0.310 -0.145 1.000 0.136 0.059 0.296 -0.117 0.005 0.277 0.018 0.224 0.216 -0.061 -0.018 0.213 0.329 -0.011 0.185 0.015 0.054 |\n", + "| p3770_p | 0.436 -0.037 0.648 -0.022 0.737 -0.439 0.136 1.000 0.043 0.760 -0.034 0.041 0.717 0.056 0.546 0.520 -0.247 -0.054 0.639 0.728 -0.005 0.547 -0.011 0.134 |\n", + "| p4160_s | 0.014 0.025 -0.012 0.000 0.075 0.146 0.059 0.043 1.000 0.009 -0.026 -0.015 0.011 -0.002 0.090 0.094 0.257 -0.003 0.264 0.061 0.058 0.063 0.036 0.022 |\n", + "| p4160_p | 0.542 -0.177 0.807 -0.025 0.917 -0.556 0.296 0.760 0.009 1.000 -0.107 0.048 0.837 0.066 0.652 0.616 -0.264 -0.063 0.725 0.871 0.042 0.761 -0.006 0.163 |\n", + "| Dbar_s | -0.091 0.005 -0.108 0.000 -0.098 -0.109 -0.117 -0.034 -0.026 -0.107 1.000 -0.012 -0.179 -0.007 0.005 0.008 0.063 0.001 -0.133 -0.050 0.056 -0.022 0.019 0.002 |\n", + "| phi_s | 0.032 -0.012 0.033 0.005 0.055 -0.039 0.005 0.041 -0.015 0.048 -0.012 1.000 0.052 0.640 0.030 0.026 -0.012 -0.021 0.031 0.064 -0.105 0.045 -0.115 -0.026 |\n", + "| DDstar_p | 0.484 -0.079 0.689 -0.032 0.882 -0.450 0.277 0.717 0.011 0.837 -0.179 0.052 1.000 0.068 0.765 0.721 -0.273 -0.075 0.645 0.824 -0.010 0.766 -0.012 0.189 |\n", + "| phi_p | 0.041 -0.006 0.053 -0.047 0.072 -0.039 0.018 0.056 -0.002 0.066 -0.007 0.640 0.068 1.000 0.043 0.047 -0.017 -0.111 0.048 0.072 -0.050 0.062 -0.215 0.012 |\n", + "| bplus_1 | 0.387 0.023 0.559 -0.017 0.734 -0.433 0.224 0.546 0.090 0.652 0.005 0.030 0.765 0.043 1.000 0.305 -0.116 -0.046 0.495 0.647 -0.130 0.696 0.022 0.138 |\n", + "| bplus_0 | 0.361 0.026 0.530 -0.033 0.691 -0.409 0.216 0.520 0.094 0.616 0.008 0.026 0.721 0.047 0.305 1.000 -0.107 -0.076 0.470 0.601 -0.077 0.657 0.005 0.204 |\n", + "| p4415_s | -0.146 0.146 -0.295 0.004 -0.266 0.285 -0.061 -0.247 0.257 -0.264 0.063 -0.012 -0.273 -0.017 -0.116 -0.107 1.000 0.012 -0.177 -0.263 -0.125 -0.214 -0.005 -0.035 |\n", + "| omega_s | -0.039 0.001 -0.052 0.763 -0.071 0.042 -0.018 -0.054 -0.003 -0.063 0.001 -0.021 -0.075 -0.111 -0.046 -0.076 0.012 1.000 -0.046 -0.076 0.035 -0.069 0.203 -0.216 |\n", + "| p4040_p | 0.393 -0.131 0.648 -0.017 0.711 -0.440 0.213 0.639 0.264 0.725 -0.133 0.031 0.645 0.048 0.495 0.470 -0.177 -0.046 1.000 0.688 0.033 0.537 0.005 0.124 |\n", + "| jpsi_p | 0.564 -0.015 0.755 -0.035 0.915 -0.416 0.329 0.728 0.061 0.871 -0.050 0.064 0.824 0.072 0.647 0.601 -0.263 -0.076 0.688 1.000 0.037 0.758 -0.051 0.164 |\n", + "| bplus_2 | -0.023 0.018 0.093 0.027 0.037 0.401 -0.011 -0.005 0.058 0.042 0.056 -0.105 -0.010 -0.050 -0.130 -0.077 -0.125 0.035 0.033 0.037 1.000 0.065 0.240 0.013 |\n", + "| Dbar_p | 0.380 0.011 0.665 -0.030 0.915 -0.578 0.185 0.547 0.063 0.761 -0.022 0.045 0.766 0.062 0.696 0.657 -0.214 -0.069 0.537 0.758 0.065 1.000 -0.005 0.174 |\n", + "| rho_p | -0.014 0.022 0.012 0.054 -0.011 0.043 0.015 -0.011 0.036 -0.006 0.019 -0.115 -0.012 -0.215 0.022 0.005 -0.005 0.203 0.005 -0.051 0.240 -0.005 1.000 0.213 |\n", + "| rho_s | 0.097 0.005 0.142 0.054 0.183 -0.099 0.054 0.134 0.022 0.163 0.002 -0.026 0.189 0.012 0.138 0.204 -0.035 -0.216 0.124 0.164 0.013 0.174 0.213 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.03904273871754693}), (, {'error': 0.15633118989177386}), (, {'error': 0.25880160836529265}), (, {'error': 0.3485407605184694}), (, {'error': 0.47682159479743064}), (, {'error': 0.17205302584208093}), (, {'error': 0.25327854735994526}), (, {'error': 0.1631060930058894}), (, {'error': 0.15182804288354523}), (, {'error': 0.22298470478071186}), (, {'error': 0.4409190184567352}), (, {'error': 0.9474288438473}), (, {'error': 0.7861297967846936}), (, {'error': 0.19607375427785323}), (, {'error': 0.02662650291773272}), (, {'error': 0.012735844473052316}), (, {'error': 0.18326429934808464}), (, {'error': 1.3878867436498044}), (, {'error': 0.25095199896166176}), (, {'error': 0.06256223725000343}), (, {'error': 0.06692489195128937}), (, {'error': 0.8766376747079243}), (, {'error': 0.2603412421995488}), (, {'error': 0.28388155306574914})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 1/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=102 (102 total) |\n", + "| EDM = 2.51E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1998,68 +2061,68 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 296683.1850103811\n", + "Function minimum: 297771.7725102385\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.512 | 0.022 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.78 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.20 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.95 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | 1.681 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | -5.33 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -5.66 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.29 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | -2.47 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.61 | 0.14 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.37 | 0.08 | | | -2 | 2 | |\n", - "| 17| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.55 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.02 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.50 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 19.8 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.103 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 0.88 | 0.14 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.45 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.11 | 0.06 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 0.70 | 0.12 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.38 | 0.23 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.03 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.50 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.21 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.07 | 0.10 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 19 | 6 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 0.006 | 1.208 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.08 | 2.28 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -0.985 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.517 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.65 | 0.18 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.493 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.07 | 0.06 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -0.021 | 2.099 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.20 | 0.26 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.001 -0.000 -0.000 0.000 0.000 0.000 -0.000 -0.002 0.001 0.000 -0.031 0.001 0.000 0.000 0.000 0.001 0.000 -0.000 0.000 0.000 -0.007 0.000 -0.000 |\n", - "| bplus_0 | -0.001 1.000 0.069 0.004 0.052 -0.039 -0.035 0.004 0.030 -0.824 0.054 0.122 0.004 0.054 0.042 0.011 -0.077 0.003 0.014 0.037 0.015 0.218 0.023 -0.016 |\n", - "| p3770_p | -0.000 0.069 1.000 -0.058 0.288 -0.295 -0.411 -0.058 0.037 0.167 0.250 0.025 -0.006 0.185 0.126 -0.231 -0.085 -0.046 -0.011 -0.030 -0.081 0.039 -0.284 -0.018 |\n", - "| Dbar_s | -0.000 0.004 -0.058 1.000 -0.066 -0.003 0.026 0.027 0.005 0.012 -0.072 0.002 -0.002 -0.055 -0.043 -0.017 0.016 -0.006 0.017 0.009 -0.042 0.004 -0.015 -0.002 |\n", - "| p4160_p | 0.000 0.052 0.288 -0.066 1.000 -0.334 -0.182 -0.505 0.047 0.085 0.162 0.019 -0.012 0.090 0.317 -0.278 0.044 -0.104 -0.018 -0.208 -0.075 0.027 -0.142 -0.025 |\n", - "| DDstar_p | 0.000 -0.039 -0.295 -0.003 -0.334 1.000 -0.185 0.121 -0.017 -0.371 -0.160 -0.034 -0.007 -0.171 -0.102 0.084 0.284 0.052 0.020 0.065 -0.060 -0.065 -0.029 -0.008 |\n", - "| Dbar_p | 0.000 -0.035 -0.411 0.026 -0.182 -0.185 1.000 0.026 -0.046 -0.138 -0.379 -0.020 0.004 -0.084 -0.046 0.225 0.037 -0.013 -0.052 0.037 -0.146 -0.027 0.075 0.018 |\n", - "| p4040_s | -0.000 0.004 -0.058 0.027 -0.505 0.121 0.026 1.000 0.002 0.031 -0.015 0.001 -0.001 -0.212 -0.252 0.278 -0.074 0.008 0.130 -0.024 0.086 0.003 0.171 -0.001 |\n", - "| rho_p | -0.002 0.030 0.037 0.005 0.047 -0.017 -0.046 0.002 1.000 0.009 0.042 0.048 -0.237 0.054 0.063 0.080 0.239 0.002 -0.012 0.040 0.008 0.250 0.023 -0.170 |\n", - "| bplus_1 | 0.001 -0.824 0.167 0.012 0.085 -0.371 -0.138 0.031 0.009 1.000 0.183 -0.077 -0.010 0.075 0.001 -0.135 -0.255 0.013 0.143 0.046 0.086 -0.133 0.024 0.005 |\n", - "| jpsi_p | 0.000 0.054 0.250 -0.072 0.162 -0.160 -0.379 -0.015 0.042 0.183 1.000 0.019 -0.031 0.060 0.026 -0.370 -0.192 -0.104 0.011 -0.057 0.106 0.029 0.045 -0.050 |\n", - "| omega_p | -0.031 0.122 0.025 0.002 0.019 -0.034 -0.020 0.001 0.048 -0.077 0.019 1.000 0.087 0.016 0.012 0.004 -0.007 0.001 0.008 0.009 0.009 0.664 0.005 0.043 |\n", - "| phi_p | 0.001 0.004 -0.006 -0.002 -0.012 -0.007 0.004 -0.001 -0.237 -0.010 -0.031 0.087 1.000 -0.017 -0.019 -0.016 -0.075 -0.002 0.004 -0.013 -0.004 0.019 -0.009 0.729 |\n", - "| p4040_p | 0.000 0.054 0.185 -0.055 0.090 -0.171 -0.084 -0.212 0.054 0.075 0.060 0.016 -0.017 1.000 0.090 -0.109 0.013 -0.075 0.110 0.350 -0.170 0.023 -0.130 -0.032 |\n", - "| p4415_p | 0.000 0.042 0.126 -0.043 0.317 -0.102 -0.046 -0.252 0.063 0.001 0.026 0.012 -0.019 0.090 1.000 -0.040 0.148 -0.091 -0.182 -0.209 -0.080 0.014 -0.071 -0.036 |\n", - "| Ctt | 0.000 0.011 -0.231 -0.017 -0.278 0.084 0.225 0.278 0.080 -0.135 -0.370 0.004 -0.016 -0.109 -0.040 1.000 0.539 0.015 0.138 0.234 0.199 -0.005 0.052 -0.036 |\n", - "| bplus_2 | 0.001 -0.077 -0.085 0.016 0.044 0.284 0.037 -0.074 0.239 -0.255 -0.192 -0.007 -0.075 0.013 0.148 0.539 1.000 -0.000 -0.241 -0.021 -0.064 -0.041 -0.026 -0.131 |\n", - "| DDstar_s | 0.000 0.003 -0.046 -0.006 -0.104 0.052 -0.013 0.008 0.002 0.013 -0.104 0.001 -0.002 -0.075 -0.091 0.015 -0.000 1.000 0.015 -0.009 -0.050 0.003 -0.021 -0.001 |\n", - "| p4415_s | -0.000 0.014 -0.011 0.017 -0.018 0.020 -0.052 0.130 -0.012 0.143 0.011 0.008 0.004 0.110 -0.182 0.138 -0.241 0.015 1.000 0.324 0.051 0.018 0.065 0.008 |\n", - "| p4160_s | 0.000 0.037 -0.030 0.009 -0.208 0.065 0.037 -0.024 0.040 0.046 -0.057 0.009 -0.013 0.350 -0.209 0.234 -0.021 -0.009 0.324 1.000 -0.046 0.013 0.048 -0.023 |\n", - "| psi2s_p | 0.000 0.015 -0.081 -0.042 -0.075 -0.060 -0.146 0.086 0.008 0.086 0.106 0.009 -0.004 -0.170 -0.080 0.199 -0.064 -0.050 0.051 -0.046 1.000 0.016 -0.158 -0.006 |\n", - "| rho_s | -0.007 0.218 0.039 0.004 0.027 -0.065 -0.027 0.003 0.250 -0.133 0.029 0.664 0.019 0.023 0.014 -0.005 -0.041 0.003 0.018 0.013 0.016 1.000 0.007 -0.021 |\n", - "| p3770_s | 0.000 0.023 -0.284 -0.015 -0.142 -0.029 0.075 0.171 0.023 0.024 0.045 0.005 -0.009 -0.130 -0.071 0.052 -0.026 -0.021 0.065 0.048 -0.158 0.007 1.000 -0.015 |\n", - "| phi_s | -0.000 -0.016 -0.018 -0.002 -0.025 -0.008 0.018 -0.001 -0.170 0.005 -0.050 0.043 0.729 -0.032 -0.036 -0.036 -0.131 -0.001 0.008 -0.023 -0.006 -0.021 -0.015 1.000 |\n", + "| psi2s_p | 1.000 -0.006 0.069 0.012 -0.007 0.252 -0.025 0.149 -0.043 0.169 -0.368 0.024 0.058 0.025 -0.041 -0.039 -0.016 0.005 0.072 0.212 -0.096 0.399 0.020 -0.004 |\n", + "| p4040_s | -0.006 1.000 -0.114 0.005 -0.135 0.211 0.093 -0.037 -0.019 -0.337 0.043 0.012 -0.050 0.013 0.059 0.059 0.113 -0.001 -0.061 -0.024 0.007 -0.053 0.019 0.008 |\n", + "| p4415_p | 0.069 -0.114 1.000 0.021 -0.032 0.059 0.067 0.142 -0.090 0.305 -0.124 0.046 -0.127 0.048 0.004 0.009 -0.117 0.005 0.162 0.132 0.082 0.096 0.052 0.006 |\n", + "| omega_p | 0.012 0.005 0.021 1.000 -0.019 0.016 0.024 0.017 0.012 0.020 -0.044 0.358 0.019 0.357 0.016 0.003 -0.009 0.603 0.025 -0.087 0.100 0.053 0.224 0.147 |\n", + "| DDstar_s | -0.007 -0.135 -0.032 -0.019 1.000 0.100 0.018 0.152 -0.111 0.158 -0.151 -0.038 -0.200 -0.039 0.345 0.325 -0.103 -0.016 0.033 0.149 -0.030 -0.025 -0.030 0.034 |\n", + "| Ctt | 0.252 0.211 0.059 0.016 0.100 1.000 0.061 0.013 0.195 -0.095 -0.373 0.037 0.181 0.038 -0.088 -0.086 0.152 0.005 0.009 0.195 0.379 0.280 0.035 -0.002 |\n", + "| p3770_s | -0.025 0.093 0.067 0.024 0.018 0.061 1.000 -0.033 0.031 0.099 -0.289 0.053 0.045 0.054 -0.013 -0.006 0.005 0.007 0.069 0.145 -0.029 0.256 0.052 0.001 |\n", + "| p3770_p | 0.149 -0.037 0.142 0.017 0.152 0.013 -0.033 1.000 -0.022 0.321 -0.353 0.037 0.087 0.038 -0.013 -0.002 -0.074 0.006 0.263 0.258 -0.056 0.468 0.030 -0.002 |\n", + "| p4160_s | -0.043 -0.019 -0.090 0.012 -0.111 0.195 0.031 -0.022 1.000 -0.116 0.005 0.028 -0.030 0.029 0.073 0.076 0.243 0.001 0.261 -0.030 0.050 -0.022 0.037 0.010 |\n", + "| p4160_p | 0.169 -0.337 0.305 0.020 0.158 -0.095 0.099 0.321 -0.116 1.000 -0.252 0.044 -0.188 0.046 -0.018 -0.011 -0.035 0.006 0.198 0.288 0.027 0.246 0.043 0.001 |\n", + "| Dbar_s | -0.368 0.043 -0.124 -0.044 -0.151 -0.373 -0.289 -0.353 0.005 -0.252 1.000 -0.099 -0.520 -0.100 0.238 0.223 0.049 -0.021 -0.309 -0.157 0.145 -0.735 -0.066 0.020 |\n", + "| phi_s | 0.024 0.012 0.046 0.358 -0.038 0.037 0.053 0.037 0.028 0.044 -0.099 1.000 0.041 0.995 0.036 0.016 -0.018 0.048 0.055 -0.213 0.227 0.120 0.630 0.129 |\n", + "| DDstar_p | 0.058 -0.050 -0.127 0.019 -0.200 0.181 0.045 0.087 -0.030 -0.188 -0.520 0.041 1.000 0.041 -0.242 -0.228 0.037 0.013 -0.010 -0.199 -0.064 0.660 0.031 -0.024 |\n", + "| phi_p | 0.025 0.013 0.048 0.357 -0.039 0.038 0.054 0.038 0.029 0.046 -0.100 0.995 0.041 1.000 0.037 0.018 -0.018 0.044 0.056 -0.216 0.236 0.121 0.628 0.131 |\n", + "| bplus_1 | -0.041 0.059 0.004 0.016 0.345 -0.088 -0.013 -0.013 0.073 -0.018 0.238 0.036 -0.242 0.037 1.000 -0.258 0.103 0.003 -0.032 -0.025 -0.142 -0.163 0.059 0.024 |\n", + "| bplus_0 | -0.039 0.059 0.009 0.003 0.325 -0.086 -0.006 -0.002 0.076 -0.011 0.223 0.016 -0.228 0.018 -0.258 1.000 0.098 -0.021 -0.025 -0.035 -0.109 -0.150 0.036 0.091 |\n", + "| p4415_s | -0.016 0.113 -0.117 -0.009 -0.103 0.152 0.005 -0.074 0.243 -0.035 0.049 -0.018 0.037 -0.018 0.103 0.098 1.000 -0.005 0.029 -0.057 -0.111 -0.024 -0.018 0.006 |\n", + "| omega_s | 0.005 -0.001 0.005 0.603 -0.016 0.005 0.007 0.006 0.001 0.006 -0.021 0.048 0.013 0.044 0.003 -0.021 -0.005 1.000 0.008 -0.024 0.025 0.021 0.152 -0.203 |\n", + "| p4040_p | 0.072 -0.061 0.162 0.025 0.033 0.009 0.069 0.263 0.261 0.198 -0.309 0.055 -0.010 0.056 -0.032 -0.025 0.029 0.008 1.000 0.170 0.004 0.279 0.054 0.000 |\n", + "| jpsi_p | 0.212 -0.024 0.132 -0.087 0.149 0.195 0.145 0.258 -0.030 0.288 -0.157 -0.213 -0.199 -0.216 -0.025 -0.035 -0.057 -0.024 0.170 1.000 -0.089 0.278 -0.187 -0.024 |\n", + "| bplus_2 | -0.096 0.007 0.082 0.100 -0.030 0.379 -0.029 -0.056 0.050 0.027 0.145 0.227 -0.064 0.236 -0.142 -0.109 -0.111 0.025 0.004 -0.089 1.000 -0.083 0.293 0.041 |\n", + "| Dbar_p | 0.399 -0.053 0.096 0.053 -0.025 0.280 0.256 0.468 -0.022 0.246 -0.735 0.120 0.660 0.121 -0.163 -0.150 -0.024 0.021 0.279 0.278 -0.083 1.000 0.090 -0.010 |\n", + "| rho_p | 0.020 0.019 0.052 0.224 -0.030 0.035 0.052 0.030 0.037 0.043 -0.066 0.630 0.031 0.628 0.059 0.036 -0.018 0.152 0.054 -0.187 0.293 0.090 1.000 0.237 |\n", + "| rho_s | -0.004 0.008 0.006 0.147 0.034 -0.002 0.001 -0.002 0.010 0.001 0.020 0.129 -0.024 0.131 0.024 0.091 0.006 -0.203 0.000 -0.024 0.041 -0.010 0.237 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.525680379073008}), (, {'error': 0.02207235527349316}), (, {'error': 0.11343595775266557}), (, {'error': 0.03618310665932811}), (, {'error': 0.09949384100148517}), (, {'error': 0.3808783318160245}), (, {'error': 0.3535462990363385}), (, {'error': 0.1750004739296166}), (, {'error': 0.3007303858774737}), (, {'error': 0.04619582464412908}), (, {'error': 0.024960652656695004}), (, {'error': 0.22130711307575224}), (, {'error': 0.2461879166128753}), (, {'error': 0.14614016890582704}), (, {'error': 0.14435100437895199}), (, {'error': 0.1375287156270839}), (, {'error': 0.08217225999599143}), (, {'error': 0.04911032929419584}), (, {'error': 0.19713982348564196}), (, {'error': 0.17244193473434555}), (, {'error': 0.032470914854760835}), (, {'error': 0.352537831138418}), (, {'error': 0.2497690977962057}), (, {'error': 1.1844440265383138})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.03094151738428419}), (, {'error': 0.14396383023976922}), (, {'error': 0.14452489316582118}), (, {'error': 0.2808036980534534}), (, {'error': 0.06338920485481546}), (, {'error': 0.12425549885085063}), (, {'error': 0.22781196491320355}), (, {'error': 0.11205764321878675}), (, {'error': 0.13744403075757838}), (, {'error': 0.08510694244154848}), (, {'error': 0.10252251028609816}), (, {'error': 6.271385493504894}), (, {'error': 1.208324373945799}), (, {'error': 2.278731730339911}), (, {'error': 0.013356685157403292}), (, {'error': 0.00710386079878722}), (, {'error': 0.1636188866729421}), (, {'error': 1.075687782014136}), (, {'error': 0.17584340497235895}), (, {'error': 0.02616650494123185}), (, {'error': 0.0560190848186598}), (, {'error': 2.0986604454311903}), (, {'error': 0.3092725065102324}), (, {'error': 0.25817262038386984})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2067,8 +2130,8 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1255 (1255 total) |\n", - "| EDM = 0.0112 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1123 (1123 total) |\n", + "| EDM = 0.0133 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2078,68 +2141,68 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296679.8728610612\n", + "Function minimum: 297769.6545429738\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.511 | 0.017 | | | -2 | 2 | |\n", - "| 2 | p3770_p | -3.34 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | 3.85 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | -5.0 | 1.1 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 0.8 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.13 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | -0.38 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.99 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | 4.69 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | 0.93 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | 0.61 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.46 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | 3.80 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.39 | 0.18 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.32 | 0.11 | | | -2 | 2 | |\n", - "| 17| DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.49 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.72 | 0.26 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 19.9 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.58 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.09 | 0.16 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.25 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.15 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.025 | 0.020 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.522 | 0.010 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.3 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.56 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.003 | 0.063 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.27 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.004 -0.004 0.003 -0.003 -0.005 0.003 0.002 -0.007 -0.003 -0.002 -0.122 0.003 -0.002 -0.001 0.000 0.006 -0.005 0.001 0.002 -0.001 -0.021 -0.001 -0.002 |\n", - "| bplus_0 | -0.004 1.000 0.402 -0.215 0.353 0.517 -0.204 -0.205 0.046 0.047 0.245 0.136 0.012 0.241 0.140 -0.005 -0.421 0.474 -0.051 -0.109 0.069 0.267 0.113 0.005 |\n", - "| p3770_p | -0.004 0.402 1.000 -0.384 0.738 0.778 -0.612 -0.415 -0.001 0.595 0.584 0.096 0.032 0.582 0.419 0.054 -0.523 0.756 -0.245 -0.233 0.214 0.193 0.093 0.040 |\n", - "| Dbar_s | 0.003 -0.215 -0.384 1.000 -0.449 -0.611 0.622 0.313 0.036 -0.351 -0.215 -0.051 -0.027 -0.396 -0.246 -0.324 0.393 -0.488 0.206 0.159 -0.182 -0.109 -0.242 -0.043 |\n", - "| p4160_p | -0.003 0.353 0.738 -0.449 1.000 0.732 -0.615 -0.622 0.001 0.529 0.609 0.087 0.030 0.596 0.552 0.016 -0.450 0.780 -0.234 -0.300 0.266 0.174 0.203 0.037 |\n", - "| DDstar_p | -0.005 0.517 0.778 -0.611 0.732 1.000 -0.673 -0.500 0.009 0.783 0.547 0.124 0.034 0.533 0.314 0.161 -0.675 0.827 -0.257 -0.313 0.219 0.252 0.243 0.048 |\n", - "| Dbar_p | 0.003 -0.204 -0.612 0.622 -0.615 -0.673 1.000 0.391 0.051 -0.346 -0.438 -0.050 -0.036 -0.586 -0.373 -0.421 0.423 -0.409 0.255 0.181 -0.398 -0.106 -0.332 -0.053 |\n", - "| p4040_s | 0.002 -0.205 -0.415 0.313 -0.622 -0.500 0.391 1.000 0.025 -0.328 -0.296 -0.050 -0.024 -0.417 -0.347 0.127 0.313 -0.417 0.256 0.161 -0.095 -0.105 -0.018 -0.037 |\n", - "| rho_p | -0.007 0.046 -0.001 0.036 0.001 0.009 0.051 0.025 1.000 0.030 -0.076 0.058 -0.245 0.005 0.027 0.058 0.192 0.016 0.007 0.045 -0.027 0.263 0.010 -0.163 |\n", - "| bplus_1 | -0.003 0.047 0.595 -0.351 0.529 0.783 -0.346 -0.328 0.030 1.000 0.422 0.078 0.017 0.357 0.194 -0.016 -0.618 0.715 -0.091 -0.201 0.129 0.165 0.159 0.031 |\n", - "| jpsi_p | -0.002 0.245 0.584 -0.215 0.609 0.547 -0.438 -0.296 -0.076 0.422 1.000 0.067 0.039 0.456 0.394 0.203 -0.328 0.685 -0.195 -0.171 0.285 0.140 0.220 0.060 |\n", - "| omega_p | -0.122 0.136 0.096 -0.051 0.087 0.124 -0.050 -0.050 0.058 0.078 0.067 1.000 0.077 0.059 0.038 0.009 -0.080 0.118 -0.017 -0.028 0.019 0.639 0.026 0.038 |\n", - "| phi_p | 0.003 0.012 0.032 -0.027 0.030 0.034 -0.036 -0.024 -0.245 0.017 0.039 0.077 1.000 0.019 0.007 -0.006 -0.080 0.035 -0.010 -0.023 0.016 0.017 0.005 0.689 |\n", - "| p4040_p | -0.002 0.241 0.582 -0.396 0.596 0.533 -0.586 -0.417 0.005 0.357 0.456 0.059 0.019 1.000 0.422 0.088 -0.326 0.554 -0.131 0.096 0.178 0.116 0.154 0.022 |\n", - "| p4415_p | -0.001 0.140 0.419 -0.246 0.552 0.314 -0.373 -0.347 0.027 0.194 0.394 0.038 0.007 0.422 1.000 0.073 -0.108 0.439 -0.251 -0.225 0.190 0.070 0.138 0.003 |\n", - "| Ctt | 0.000 -0.005 0.054 -0.324 0.016 0.161 -0.421 0.127 0.058 -0.016 0.203 0.009 -0.006 0.088 0.073 1.000 0.288 0.011 0.074 0.169 0.320 0.007 0.143 -0.018 |\n", - "| bplus_2 | 0.006 -0.421 -0.523 0.393 -0.450 -0.675 0.423 0.313 0.192 -0.618 -0.328 -0.080 -0.080 -0.326 -0.108 0.288 1.000 -0.569 0.042 0.221 -0.155 -0.183 -0.161 -0.131 |\n", - "| DDstar_s | -0.005 0.474 0.756 -0.488 0.780 0.827 -0.409 -0.417 0.016 0.715 0.685 0.118 0.035 0.554 0.439 0.011 -0.569 1.000 -0.220 -0.244 0.263 0.235 0.229 0.044 |\n", - "| p4415_s | 0.001 -0.051 -0.245 0.206 -0.234 -0.257 0.255 0.256 0.007 -0.091 -0.195 -0.017 -0.010 -0.131 -0.251 0.074 0.042 -0.220 1.000 0.358 -0.078 -0.034 -0.043 -0.015 |\n", - "| p4160_s | 0.002 -0.109 -0.233 0.159 -0.300 -0.313 0.181 0.161 0.045 -0.201 -0.171 -0.028 -0.023 0.096 -0.225 0.169 0.221 -0.244 0.358 1.000 -0.085 -0.063 -0.023 -0.039 |\n", - "| psi2s_p | -0.001 0.069 0.214 -0.182 0.266 0.219 -0.398 -0.095 -0.027 0.129 0.285 0.019 0.016 0.178 0.190 0.320 -0.155 0.263 -0.078 -0.085 1.000 0.041 0.014 0.023 |\n", - "| rho_s | -0.021 0.267 0.193 -0.109 0.174 0.252 -0.106 -0.105 0.263 0.165 0.140 0.639 0.017 0.116 0.070 0.007 -0.183 0.235 -0.034 -0.063 0.041 1.000 0.051 -0.015 |\n", - "| p3770_s | -0.001 0.113 0.093 -0.242 0.203 0.243 -0.332 -0.018 0.010 0.159 0.220 0.026 0.005 0.154 0.138 0.143 -0.161 0.229 -0.043 -0.023 0.014 0.051 1.000 0.004 |\n", - "| phi_s | -0.002 0.005 0.040 -0.043 0.037 0.048 -0.053 -0.037 -0.163 0.031 0.060 0.038 0.689 0.022 0.003 -0.018 -0.131 0.044 -0.015 -0.039 0.023 -0.015 0.004 1.000 |\n", + "| psi2s_p | 1.000 0.160 0.556 -0.006 0.649 -0.261 0.167 0.459 0.110 0.622 0.091 0.042 0.475 0.049 0.379 0.354 -0.154 -0.026 0.465 0.640 0.102 0.527 -0.019 0.075 |\n", + "| p4040_s | 0.160 1.000 0.117 -0.001 0.230 0.056 0.186 0.140 0.059 0.066 0.050 0.005 0.084 0.013 0.179 0.173 0.069 -0.009 0.064 0.207 0.056 0.225 0.014 0.033 |\n", + "| p4415_p | 0.556 0.117 1.000 -0.005 0.839 -0.500 0.321 0.621 0.114 0.835 0.142 0.045 0.622 0.060 0.494 0.468 -0.275 -0.030 0.678 0.792 0.238 0.757 -0.001 0.098 |\n", + "| omega_p | -0.006 -0.001 -0.005 1.000 -0.009 0.006 -0.001 -0.006 -0.000 -0.007 -0.004 0.009 -0.014 -0.036 -0.001 -0.015 -0.001 0.728 -0.004 -0.016 0.020 -0.011 0.031 0.075 |\n", + "| DDstar_s | 0.649 0.230 0.839 -0.009 1.000 -0.607 0.365 0.675 0.210 0.925 0.201 0.064 0.768 0.075 0.611 0.576 -0.246 -0.039 0.734 0.921 0.222 0.951 -0.022 0.119 |\n", + "| Ctt | -0.261 0.056 -0.500 0.006 -0.607 1.000 -0.217 -0.450 0.038 -0.614 -0.244 -0.043 -0.429 -0.043 -0.385 -0.366 0.287 0.024 -0.505 -0.484 0.246 -0.612 0.040 -0.069 |\n", + "| p3770_s | 0.167 0.186 0.321 -0.001 0.365 -0.217 1.000 0.150 0.108 0.345 -0.001 0.012 0.272 0.024 0.227 0.219 -0.067 -0.011 0.252 0.377 0.066 0.278 0.011 0.042 |\n", + "| p3770_p | 0.459 0.140 0.621 -0.006 0.675 -0.450 0.150 1.000 0.134 0.704 0.147 0.043 0.602 0.053 0.416 0.398 -0.214 -0.027 0.605 0.677 0.126 0.534 -0.016 0.079 |\n", + "| p4160_s | 0.110 0.059 0.114 -0.000 0.210 0.038 0.108 0.134 1.000 0.141 0.029 -0.003 0.086 0.010 0.177 0.175 0.203 -0.007 0.352 0.187 0.089 0.197 0.027 0.032 |\n", + "| p4160_p | 0.622 0.066 0.835 -0.007 0.925 -0.614 0.345 0.704 0.141 1.000 0.165 0.057 0.740 0.069 0.545 0.515 -0.237 -0.035 0.736 0.880 0.218 0.825 -0.016 0.107 |\n", + "| Dbar_s | 0.091 0.050 0.142 -0.004 0.201 -0.244 -0.001 0.147 0.029 0.165 1.000 0.008 0.050 0.015 0.202 0.193 -0.020 -0.013 0.088 0.206 0.104 0.228 0.007 0.038 |\n", + "| phi_s | 0.042 0.005 0.045 0.009 0.064 -0.043 0.012 0.043 -0.003 0.057 0.008 1.000 0.053 0.612 0.026 0.023 -0.014 -0.015 0.039 0.072 -0.083 0.058 -0.101 -0.026 |\n", + "| DDstar_p | 0.475 0.084 0.622 -0.014 0.768 -0.429 0.272 0.602 0.086 0.740 0.050 0.053 1.000 0.062 0.655 0.619 -0.244 -0.044 0.576 0.727 0.138 0.698 -0.020 0.123 |\n", + "| phi_p | 0.049 0.013 0.060 -0.036 0.075 -0.043 0.024 0.053 0.010 0.069 0.015 0.612 0.062 1.000 0.034 0.038 -0.017 -0.099 0.052 0.073 -0.027 0.068 -0.202 0.010 |\n", + "| bplus_1 | 0.379 0.179 0.494 -0.001 0.611 -0.385 0.227 0.416 0.177 0.545 0.202 0.026 0.655 0.034 1.000 0.098 -0.060 -0.018 0.425 0.535 -0.034 0.597 0.024 0.079 |\n", + "| bplus_0 | 0.354 0.173 0.468 -0.015 0.576 -0.366 0.219 0.398 0.175 0.515 0.193 0.023 0.619 0.038 0.098 1.000 -0.054 -0.046 0.404 0.497 0.011 0.563 0.007 0.146 |\n", + "| p4415_s | -0.154 0.069 -0.275 -0.001 -0.246 0.287 -0.067 -0.214 0.203 -0.237 -0.020 -0.014 -0.244 -0.017 -0.060 -0.054 1.000 0.004 -0.162 -0.242 -0.167 -0.216 -0.002 -0.018 |\n", + "| omega_s | -0.026 -0.009 -0.030 0.728 -0.039 0.024 -0.011 -0.027 -0.007 -0.035 -0.013 -0.015 -0.044 -0.099 -0.018 -0.046 0.004 1.000 -0.026 -0.046 0.020 -0.040 0.186 -0.207 |\n", + "| p4040_p | 0.465 0.064 0.678 -0.004 0.734 -0.505 0.252 0.605 0.352 0.736 0.088 0.039 0.576 0.052 0.425 0.404 -0.162 -0.026 1.000 0.708 0.176 0.621 -0.003 0.083 |\n", + "| jpsi_p | 0.640 0.207 0.792 -0.016 0.921 -0.484 0.377 0.677 0.187 0.880 0.206 0.072 0.727 0.073 0.535 0.497 -0.242 -0.046 0.708 1.000 0.202 0.816 -0.057 0.107 |\n", + "| bplus_2 | 0.102 0.056 0.238 0.020 0.222 0.246 0.066 0.126 0.089 0.218 0.104 -0.083 0.138 -0.027 -0.034 0.011 -0.167 0.020 0.176 0.202 1.000 0.231 0.215 0.034 |\n", + "| Dbar_p | 0.527 0.225 0.757 -0.011 0.951 -0.612 0.278 0.534 0.197 0.825 0.228 0.058 0.698 0.068 0.597 0.563 -0.216 -0.040 0.621 0.816 0.231 1.000 -0.020 0.116 |\n", + "| rho_p | -0.019 0.014 -0.001 0.031 -0.022 0.040 0.011 -0.016 0.027 -0.016 0.007 -0.101 -0.020 -0.202 0.024 0.007 -0.002 0.186 -0.003 -0.057 0.215 -0.020 1.000 0.213 |\n", + "| rho_s | 0.075 0.033 0.098 0.075 0.119 -0.069 0.042 0.079 0.032 0.107 0.038 -0.026 0.123 0.010 0.079 0.146 -0.018 -0.207 0.083 0.107 0.034 0.116 0.213 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.6828714770844417}), (, {'error': 0.017213810473602598}), (, {'error': 0.1669872439856892}), (, {'error': 0.4587401965716338}), (, {'error': 0.16725710271948824}), (, {'error': 1.1070258307403715}), (, {'error': 0.6673753412101515}), (, {'error': 0.19273514016275872}), (, {'error': 0.31222268239435724}), (, {'error': 0.04914242208045405}), (, {'error': 0.03592824962744956}), (, {'error': 0.21419759833574847}), (, {'error': 0.22875082760152043}), (, {'error': 0.2097373545461556}), (, {'error': 0.17561131353278725}), (, {'error': 0.1765648280036929}), (, {'error': 0.10601597248571426}), (, {'error': 0.5671660697555896}), (, {'error': 0.19702036437940162}), (, {'error': 0.17344156266937172}), (, {'error': 0.03612138672594423}), (, {'error': 0.34707836809237436}), (, {'error': 0.25712641295716976}), (, {'error': 1.1117746399794743})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.040875103294276904}), (, {'error': 0.15323969429591427}), (, {'error': 0.2761985265570077}), (, {'error': 0.319968490820568}), (, {'error': 0.5706827514954708}), (, {'error': 0.1635222227693951}), (, {'error': 0.24878529694946816}), (, {'error': 0.14392115521165838}), (, {'error': 0.14821190280600893}), (, {'error': 0.22049748941379033}), (, {'error': 0.10883413155212007}), (, {'error': 0.9030318112278302}), (, {'error': 0.3625907906775532}), (, {'error': 0.18653839133411365}), (, {'error': 0.019642162661811846}), (, {'error': 0.009781828139861393}), (, {'error': 0.17535992757596863}), (, {'error': 1.2753430330281827}), (, {'error': 0.2468201639274603}), (, {'error': 0.06270787909640463}), (, {'error': 0.06274181468644147}), (, {'error': 1.0412071642458698}), (, {'error': 0.2502540686576471}), (, {'error': 0.2727690610070933})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2147,8 +2210,8 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1475 (1475 total) |\n", - "| EDM = 0.00166 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1168 (1168 total) |\n", + "| EDM = 0.00258 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2158,68 +2221,68 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296679.8773376704\n", + "Function minimum: 297769.6520309315\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.511 | 0.022 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.94 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | -2.44 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | 4.4 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 4.0 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.87 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.99 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | -1.587 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | -5.39 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -0.24 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.46 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | 3.80 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.38 | 0.18 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.31 | 0.10 | | | -2 | 2 | |\n", - "| 17| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.49 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.72 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 16.9 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.32 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.51 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.022 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.050 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.24 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.022 -0.004 0.000 0.001 -0.011 0.005 0.002 -0.034 0.008 0.005 -0.486 0.015 0.002 0.005 0.002 0.018 -0.004 -0.002 0.003 0.002 -0.121 0.001 -0.001 |\n", - "| bplus_0 | -0.022 1.000 0.029 0.009 0.000 0.058 0.020 0.012 0.036 -0.684 -0.081 0.122 0.002 0.002 -0.006 0.005 -0.064 0.020 0.025 0.029 -0.032 0.225 0.013 -0.016 |\n", - "| p3770_p | -0.004 0.029 1.000 -0.004 0.408 0.475 -0.587 -0.199 -0.024 0.145 0.175 0.013 -0.004 0.335 0.168 0.069 -0.208 0.209 -0.121 -0.085 0.049 0.030 -0.111 0.005 |\n", - "| Dbar_s | 0.000 0.009 -0.004 1.000 -0.042 -0.143 0.206 0.044 0.016 0.000 0.061 0.003 0.001 -0.062 -0.018 -0.143 0.042 -0.031 0.038 0.011 -0.029 0.004 -0.057 -0.005 |\n", - "| p4160_p | 0.001 0.000 0.408 -0.042 1.000 0.227 -0.551 -0.536 -0.018 -0.063 0.243 -0.005 -0.001 0.354 0.414 -0.006 0.003 0.193 -0.122 -0.183 0.130 -0.010 0.040 0.002 |\n", - "| DDstar_p | -0.011 0.058 0.475 -0.143 0.227 1.000 -0.555 -0.279 0.003 0.561 0.015 0.052 -0.003 0.115 -0.141 0.107 -0.513 0.268 -0.048 -0.194 -0.016 0.111 0.058 0.009 |\n", - "| Dbar_p | 0.005 0.020 -0.587 0.206 -0.551 -0.555 1.000 0.255 0.047 -0.093 -0.397 -0.003 -0.003 -0.487 -0.273 -0.381 0.192 -0.063 0.153 0.074 -0.378 -0.011 -0.245 -0.020 |\n", - "| p4040_s | 0.002 0.012 -0.199 0.044 -0.536 -0.279 0.255 1.000 0.033 -0.059 -0.048 -0.001 0.003 -0.254 -0.217 0.209 0.108 -0.081 0.184 0.080 0.019 -0.008 0.103 -0.009 |\n", - "| rho_p | -0.034 0.036 -0.024 0.016 -0.018 0.003 0.047 0.033 1.000 0.006 -0.121 0.089 0.143 -0.002 0.021 0.083 0.218 0.004 0.007 0.051 -0.028 0.257 0.012 0.146 |\n", - "| bplus_1 | 0.008 -0.684 0.145 0.000 -0.063 0.561 -0.093 -0.059 0.006 1.000 -0.129 -0.043 0.003 -0.076 -0.227 -0.091 -0.437 0.197 0.127 -0.057 -0.096 -0.066 -0.011 0.018 |\n", - "| jpsi_p | 0.005 -0.081 0.175 0.061 0.243 0.015 -0.397 -0.048 -0.121 -0.129 1.000 -0.024 -0.033 0.204 0.208 0.387 0.132 0.151 -0.103 -0.006 0.209 -0.032 0.134 -0.001 |\n", - "| omega_p | -0.486 0.122 0.013 0.003 -0.005 0.052 -0.003 -0.001 0.089 -0.043 -0.024 1.000 0.033 -0.006 -0.015 0.008 -0.021 0.020 0.011 0.002 -0.012 0.639 0.001 0.018 |\n", - "| phi_p | 0.015 0.002 -0.004 0.001 -0.001 -0.003 -0.003 0.003 0.143 0.003 -0.033 0.033 1.000 0.002 0.004 0.003 0.020 -0.000 0.000 0.005 -0.002 0.026 0.003 0.753 |\n", - "| p4040_p | 0.002 0.002 0.335 -0.062 0.354 0.115 -0.487 -0.254 -0.002 -0.076 0.204 -0.006 0.002 1.000 0.275 0.081 0.020 0.096 -0.015 0.289 0.069 -0.014 0.028 -0.001 |\n", - "| p4415_p | 0.005 -0.006 0.168 -0.018 0.414 -0.141 -0.273 -0.217 0.021 -0.227 0.208 -0.015 0.004 0.275 1.000 0.104 0.245 0.057 -0.216 -0.138 0.120 -0.038 0.048 -0.009 |\n", - "| Ctt | 0.002 0.005 0.069 -0.143 -0.006 0.107 -0.381 0.209 0.083 -0.091 0.387 0.008 0.003 0.081 0.104 1.000 0.471 -0.043 0.108 0.224 0.369 -0.001 0.123 -0.023 |\n", - "| bplus_2 | 0.018 -0.064 -0.208 0.042 0.003 -0.513 0.192 0.108 0.218 -0.437 0.132 -0.021 0.020 0.020 0.245 0.471 1.000 -0.154 -0.149 0.117 0.045 -0.075 -0.013 -0.055 |\n", - "| DDstar_s | -0.004 0.020 0.209 -0.031 0.193 0.268 -0.063 -0.081 0.004 0.197 0.151 0.020 -0.000 0.096 0.057 -0.043 -0.154 1.000 -0.014 -0.046 0.030 0.042 0.028 0.003 |\n", - "| p4415_s | -0.002 0.025 -0.121 0.038 -0.122 -0.048 0.153 0.184 0.007 0.127 -0.103 0.011 0.000 -0.015 -0.216 0.108 -0.149 -0.014 1.000 0.327 -0.029 0.023 0.021 -0.001 |\n", - "| p4160_s | 0.003 0.029 -0.085 0.011 -0.183 -0.194 0.074 0.080 0.051 -0.057 -0.006 0.002 0.005 0.289 -0.138 0.224 0.117 -0.046 0.327 1.000 -0.011 -0.004 0.045 -0.014 |\n", - "| psi2s_p | 0.002 -0.032 0.049 -0.029 0.130 -0.016 -0.378 0.019 -0.028 -0.096 0.209 -0.012 -0.002 0.069 0.120 0.369 0.045 0.030 -0.029 -0.011 1.000 -0.023 -0.038 0.004 |\n", - "| rho_s | -0.121 0.225 0.030 0.004 -0.010 0.111 -0.011 -0.008 0.257 -0.066 -0.032 0.639 0.026 -0.014 -0.038 -0.001 -0.075 0.042 0.023 -0.004 -0.023 1.000 -0.001 0.024 |\n", - "| p3770_s | 0.001 0.013 -0.111 -0.057 0.040 0.058 -0.245 0.103 0.012 -0.011 0.134 0.001 0.003 0.028 0.048 0.123 -0.013 0.028 0.021 0.045 -0.038 -0.001 1.000 -0.003 |\n", - "| phi_s | -0.001 -0.016 0.005 -0.005 0.002 0.009 -0.020 -0.009 0.146 0.018 -0.001 0.018 0.753 -0.001 -0.009 -0.023 -0.055 0.003 -0.001 -0.014 0.004 0.024 -0.003 1.000 |\n", + "| psi2s_p | 1.000 0.478 0.729 0.013 0.839 -0.411 0.475 0.651 0.300 0.800 -0.054 0.072 0.638 0.074 0.465 0.445 -0.227 -0.000 0.670 0.809 0.221 0.773 -0.029 0.055 |\n", + "| p4040_s | 0.478 1.000 0.455 0.010 0.571 -0.199 0.418 0.460 0.197 0.459 -0.038 0.044 0.382 0.050 0.360 0.349 -0.085 -0.000 0.416 0.544 0.166 0.548 -0.008 0.040 |\n", + "| p4415_p | 0.729 0.455 1.000 0.015 0.872 -0.501 0.551 0.707 0.288 0.859 -0.061 0.071 0.661 0.077 0.486 0.467 -0.284 0.001 0.747 0.838 0.300 0.826 -0.019 0.056 |\n", + "| omega_p | 0.013 0.010 0.015 1.000 0.016 -0.010 0.011 0.013 0.007 0.016 -0.002 0.015 0.009 -0.012 0.012 0.006 -0.006 0.615 0.014 0.011 0.018 0.014 -0.016 0.109 |\n", + "| DDstar_s | 0.839 0.571 0.872 0.016 1.000 -0.583 0.627 0.786 0.383 0.950 -0.054 0.088 0.784 0.090 0.558 0.534 -0.272 0.000 0.821 0.955 0.304 0.969 -0.035 0.065 |\n", + "| Ctt | -0.411 -0.199 -0.501 -0.010 -0.583 1.000 -0.376 -0.495 -0.093 -0.596 -0.061 -0.046 -0.425 -0.046 -0.325 -0.317 0.289 -0.002 -0.535 -0.508 0.138 -0.589 0.021 -0.037 |\n", + "| p3770_s | 0.475 0.418 0.551 0.011 0.627 -0.376 1.000 0.414 0.259 0.594 -0.074 0.047 0.479 0.055 0.360 0.349 -0.156 0.001 0.492 0.615 0.187 0.568 -0.007 0.040 |\n", + "| p3770_p | 0.651 0.460 0.707 0.013 0.786 -0.495 0.414 1.000 0.303 0.779 -0.015 0.068 0.660 0.071 0.438 0.423 -0.238 -0.000 0.690 0.767 0.233 0.708 -0.027 0.049 |\n", + "| p4160_s | 0.300 0.197 0.288 0.007 0.383 -0.093 0.259 0.303 1.000 0.332 -0.037 0.024 0.233 0.033 0.273 0.267 0.078 -0.001 0.458 0.361 0.140 0.367 0.005 0.028 |\n", + "| p4160_p | 0.800 0.459 0.859 0.016 0.950 -0.596 0.594 0.779 0.332 1.000 -0.056 0.081 0.760 0.085 0.516 0.495 -0.250 0.001 0.801 0.915 0.305 0.895 -0.029 0.060 |\n", + "| Dbar_s | -0.054 -0.038 -0.061 -0.002 -0.054 -0.061 -0.074 -0.015 -0.037 -0.056 1.000 -0.004 -0.124 -0.002 0.056 0.056 0.027 -0.003 -0.072 -0.024 0.052 -0.041 0.004 0.004 |\n", + "| phi_s | 0.072 0.044 0.071 0.015 0.088 -0.046 0.047 0.068 0.024 0.081 -0.004 1.000 0.074 0.532 0.033 0.031 -0.022 -0.001 0.067 0.091 -0.046 0.085 -0.057 -0.021 |\n", + "| DDstar_p | 0.638 0.382 0.661 0.009 0.784 -0.425 0.479 0.660 0.233 0.760 -0.124 0.074 1.000 0.075 0.601 0.579 -0.271 -0.007 0.647 0.761 0.248 0.743 -0.036 0.067 |\n", + "| phi_p | 0.074 0.050 0.077 -0.012 0.090 -0.046 0.055 0.071 0.033 0.085 -0.002 0.532 0.075 1.000 0.041 0.043 -0.023 -0.069 0.073 0.086 0.007 0.086 -0.158 0.012 |\n", + "| bplus_1 | 0.465 0.360 0.486 0.012 0.558 -0.325 0.360 0.438 0.273 0.516 0.056 0.033 0.601 0.041 1.000 0.064 -0.065 0.004 0.445 0.511 0.025 0.554 0.024 0.046 |\n", + "| bplus_0 | 0.445 0.349 0.467 0.006 0.534 -0.317 0.349 0.423 0.267 0.495 0.056 0.031 0.579 0.043 0.064 1.000 -0.058 -0.012 0.428 0.485 0.048 0.531 0.010 0.090 |\n", + "| p4415_s | -0.227 -0.085 -0.284 -0.006 -0.272 0.289 -0.156 -0.238 0.078 -0.250 0.027 -0.022 -0.271 -0.023 -0.065 -0.058 1.000 -0.003 -0.203 -0.268 -0.179 -0.255 0.003 -0.012 |\n", + "| omega_s | -0.000 -0.000 0.001 0.615 0.000 -0.002 0.001 -0.000 -0.001 0.001 -0.003 -0.001 -0.007 -0.069 0.004 -0.012 -0.003 1.000 0.001 -0.005 0.012 -0.002 0.160 -0.195 |\n", + "| p4040_p | 0.670 0.416 0.747 0.014 0.821 -0.535 0.492 0.690 0.458 0.801 -0.072 0.067 0.647 0.073 0.445 0.428 -0.203 0.001 1.000 0.793 0.267 0.758 -0.019 0.051 |\n", + "| jpsi_p | 0.809 0.544 0.838 0.011 0.955 -0.508 0.615 0.767 0.361 0.915 -0.024 0.091 0.761 0.086 0.511 0.485 -0.268 -0.005 0.793 1.000 0.279 0.900 -0.057 0.063 |\n", + "| bplus_2 | 0.221 0.166 0.300 0.018 0.304 0.138 0.187 0.233 0.140 0.305 0.052 -0.046 0.248 0.007 0.025 0.048 -0.179 0.012 0.267 0.279 1.000 0.313 0.164 0.024 |\n", + "| Dbar_p | 0.773 0.548 0.826 0.014 0.969 -0.589 0.568 0.708 0.367 0.895 -0.041 0.085 0.743 0.086 0.554 0.531 -0.255 -0.002 0.758 0.900 0.313 1.000 -0.036 0.064 |\n", + "| rho_p | -0.029 -0.008 -0.019 -0.016 -0.035 0.021 -0.007 -0.027 0.005 -0.029 0.004 -0.057 -0.036 -0.158 0.024 0.010 0.003 0.160 -0.019 -0.057 0.164 -0.036 1.000 0.190 |\n", + "| rho_s | 0.055 0.040 0.056 0.109 0.065 -0.037 0.040 0.049 0.028 0.060 0.004 -0.021 0.067 0.012 0.046 0.090 -0.012 -0.195 0.051 0.063 0.024 0.064 0.190 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.9326813053812453}), (, {'error': 0.02168326819870492}), (, {'error': 0.11567469113834594}), (, {'error': 0.3764346664705315}), (, {'error': 0.11228630591590139}), (, {'error': 0.6687629557879688}), (, {'error': 0.5907017389159401}), (, {'error': 0.18083047386916495}), (, {'error': 0.31202550578599464}), (, {'error': 0.0536773058697807}), (, {'error': 0.027379017276564}), (, {'error': 0.25064367393786924}), (, {'error': 0.29421263114623963}), (, {'error': 0.1807335483053949}), (, {'error': 0.16618570579769454}), (, {'error': 0.1847024331965177}), (, {'error': 0.09957544026395992}), (, {'error': 0.39729640383541787}), (, {'error': 0.19704992509546404}), (, {'error': 0.1728843095092969}), (, {'error': 0.03621310620909046}), (, {'error': 0.3539774140551096}), (, {'error': 0.2530895447662429}), (, {'error': 1.2313732424326842})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.049503861182064846}), (, {'error': 0.15686051269399076}), (, {'error': 0.2718690942390769}), (, {'error': 0.2519423330239814}), (, {'error': 0.3206180186203151}), (, {'error': 0.12519196497567964}), (, {'error': 0.2637403929939246}), (, {'error': 0.14546000666290126}), (, {'error': 0.1361746572872864}), (, {'error': 0.21997784740669069}), (, {'error': 0.13489972545824033}), (, {'error': 0.781816623485323}), (, {'error': 0.2818596399146469}), (, {'error': 0.1606519303864382}), (, {'error': 0.012933953656024788}), (, {'error': 0.006669920378912675}), (, {'error': 0.15671876144146202}), (, {'error': 1.0075132085827794}), (, {'error': 0.2522912648117359}), (, {'error': 0.06875478374299027}), (, {'error': 0.04977991376979718}), (, {'error': 0.9326421283163144}), (, {'error': 0.22147638434726558}), (, {'error': 0.24378858443302454})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2227,95 +2290,415 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1345 (1345 total) |\n", - "| EDM = 5.67E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1329 (1329 total) |\n", + "| EDM = 0.00412 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| True | True | False | False |\n", + "| False | True | True | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296721.3183498728\n", + "Function minimum: 297769.67379738996\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 7.3 | 1.4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | -0.52 | 0.04 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.93 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | -2.41 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | -3.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.85 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | 1.01 | 0.08 | | | -2 | 2 | |\n", - "| 10| jpsi_p | -4.615 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | -3.15 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.24 | 0.16 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | 0.27 | 0.09 | | | -2 | 2 | |\n", - "| 17| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 0.126 | 0.017 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 1.90 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.00 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.42 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 18.5 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.082 | 0.030 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.01 | 0.13 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.53 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | 0.16 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.03 | 0.22 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.31 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.52 | 0.12 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.35 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | -0.28 | 0.57 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.7 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 4.5 | 0.7 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.61 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.018 | 0.022 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.519 | 0.011 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.14 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.66 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.546 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.084 | | | -2 | 2 | |\n", + "| 21| Dbar_p | 0.7 | 1.2 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.22 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 0.158 -0.014 -0.002 -0.011 0.037 0.014 0.001 0.083 -0.146 -0.047 0.731 0.008 -0.012 0.001 0.015 -0.063 -0.002 0.000 -0.002 -0.011 -0.318 -0.005 0.079 |\n", - "| bplus_0 | 0.158 1.000 -0.040 -0.005 -0.042 0.131 0.084 -0.005 0.006 -0.951 -0.187 0.050 -0.001 -0.071 0.003 0.051 -0.221 -0.005 -0.000 -0.036 -0.038 -0.326 -0.035 0.120 |\n", - "| p3770_p | -0.014 -0.040 1.000 -0.022 0.263 -0.241 -0.407 -0.113 0.012 -0.069 0.257 -0.004 -0.001 0.161 -0.001 -0.241 0.132 -0.017 0.005 -0.043 -0.105 0.024 -0.261 -0.020 |\n", - "| Dbar_s | -0.002 -0.005 -0.022 1.000 -0.028 -0.002 0.013 0.014 0.004 -0.004 -0.029 -0.001 0.000 -0.027 0.001 -0.022 -0.005 -0.002 -0.001 -0.001 -0.024 0.003 -0.014 -0.002 |\n", - "| p4160_p | -0.011 -0.042 0.263 -0.028 1.000 -0.275 -0.182 -0.460 0.017 -0.012 0.184 -0.003 -0.000 -0.072 -0.008 -0.316 0.042 -0.042 0.008 -0.207 -0.097 0.020 -0.114 -0.018 |\n", - "| DDstar_p | 0.037 0.131 -0.241 -0.002 -0.275 1.000 -0.196 0.113 -0.007 0.087 -0.188 0.011 0.000 -0.116 0.000 0.053 -0.259 0.029 -0.004 0.049 -0.072 -0.081 -0.052 0.024 |\n", - "| Dbar_p | 0.014 0.084 -0.407 0.013 -0.182 -0.196 1.000 0.068 -0.028 0.002 -0.399 0.000 -0.001 -0.060 0.002 0.179 -0.102 -0.006 -0.001 0.079 -0.136 -0.035 0.038 0.027 |\n", - "| p4040_s | 0.001 -0.005 -0.113 0.014 -0.460 0.113 0.068 1.000 0.016 0.002 -0.075 0.001 0.001 -0.196 0.004 0.344 -0.044 0.005 -0.008 -0.134 0.135 0.000 0.171 -0.007 |\n", - "| rho_p | 0.083 0.006 0.012 0.004 0.017 -0.007 -0.028 0.016 1.000 -0.017 0.021 -0.017 0.041 0.051 -0.001 0.110 -0.250 0.002 0.002 0.063 0.025 0.162 0.030 0.051 |\n", - "| bplus_1 | -0.146 -0.951 -0.069 -0.004 -0.012 0.087 0.002 0.002 -0.017 1.000 0.041 -0.047 -0.000 0.017 -0.000 0.034 0.033 -0.004 0.001 0.016 -0.011 0.291 0.001 -0.112 |\n", - "| jpsi_p | -0.047 -0.187 0.257 -0.029 0.184 -0.188 -0.399 -0.075 0.021 0.041 1.000 -0.018 -0.004 0.044 0.001 -0.392 0.294 -0.049 0.002 -0.103 0.070 0.076 0.053 -0.053 |\n", - "| omega_p | 0.731 0.050 -0.004 -0.001 -0.003 0.011 0.000 0.001 -0.017 -0.047 -0.018 1.000 0.013 -0.001 0.000 0.011 -0.036 -0.001 0.000 0.003 -0.003 0.019 0.000 0.045 |\n", - "| phi_p | 0.008 -0.001 -0.001 0.000 -0.000 0.000 -0.001 0.001 0.041 -0.000 -0.004 0.013 1.000 0.001 -0.000 0.003 -0.008 0.000 0.000 0.002 -0.000 0.003 0.001 0.268 |\n", - "| p4040_p | -0.012 -0.071 0.161 -0.027 -0.072 -0.116 -0.060 -0.196 0.051 0.017 0.044 -0.001 0.001 1.000 -0.004 -0.063 -0.017 -0.035 -0.002 0.340 -0.178 0.023 -0.090 -0.037 |\n", - "| p4415_p | 0.001 0.003 -0.001 0.001 -0.008 0.000 0.002 0.004 -0.001 -0.000 0.001 0.000 -0.000 -0.004 1.000 -0.004 -0.001 0.001 -0.011 -0.003 0.001 -0.001 0.000 0.001 |\n", - "| Ctt | 0.015 0.051 -0.241 -0.022 -0.316 0.053 0.179 0.344 0.110 0.034 -0.392 0.011 0.003 -0.063 -0.004 1.000 -0.668 0.007 -0.004 0.260 0.282 -0.039 0.031 -0.047 |\n", - "| bplus_2 | -0.063 -0.221 0.132 -0.005 0.042 -0.259 -0.102 -0.044 -0.250 0.033 0.294 -0.036 -0.008 -0.017 -0.001 -0.668 1.000 -0.000 -0.006 -0.125 -0.027 0.120 0.007 0.081 |\n", - "| DDstar_s | -0.002 -0.005 -0.017 -0.002 -0.042 0.029 -0.006 0.005 0.002 -0.004 -0.049 -0.001 0.000 -0.035 0.001 0.007 -0.000 1.000 -0.001 -0.008 -0.024 0.003 -0.012 -0.002 |\n", - "| p4415_s | 0.000 -0.000 0.005 -0.001 0.008 -0.004 -0.001 -0.008 0.002 0.001 0.002 0.000 0.000 -0.002 -0.011 -0.004 -0.006 -0.001 1.000 -0.011 -0.003 -0.000 -0.002 -0.001 |\n", - "| p4160_s | -0.002 -0.036 -0.043 -0.001 -0.207 0.049 0.079 -0.134 0.063 0.016 -0.103 0.003 0.002 0.340 -0.003 0.260 -0.125 -0.008 -0.011 1.000 -0.046 0.005 0.025 -0.035 |\n", - "| psi2s_p | -0.011 -0.038 -0.105 -0.024 -0.097 -0.072 -0.136 0.135 0.025 -0.011 0.070 -0.003 -0.000 -0.178 0.001 0.282 -0.027 -0.024 -0.003 -0.046 1.000 0.019 -0.193 -0.021 |\n", - "| rho_s | -0.318 -0.326 0.024 0.003 0.020 -0.081 -0.035 0.000 0.162 0.291 0.076 0.019 0.003 0.023 -0.001 -0.039 0.120 0.003 -0.000 0.005 0.019 1.000 0.010 -0.055 |\n", - "| p3770_s | -0.005 -0.035 -0.261 -0.014 -0.114 -0.052 0.038 0.171 0.030 0.001 0.053 0.000 0.001 -0.090 0.000 0.031 0.007 -0.012 -0.002 0.025 -0.193 0.010 1.000 -0.021 |\n", - "| phi_s | 0.079 0.120 -0.020 -0.002 -0.018 0.024 0.027 -0.007 0.051 -0.112 -0.053 0.045 0.268 -0.037 0.001 -0.047 0.081 -0.002 -0.001 -0.035 -0.021 -0.055 -0.021 1.000 |\n", + "| psi2s_p | 1.000 0.206 0.365 0.018 -0.291 0.582 0.407 -0.204 0.208 0.378 -0.582 -0.031 0.532 -0.039 -0.529 -0.527 -0.124 0.036 0.436 -0.442 -0.535 -0.598 0.049 -0.061 |\n", + "| p4040_s | 0.206 1.000 0.170 0.012 -0.141 0.392 0.333 -0.065 0.111 0.037 -0.360 -0.023 0.298 -0.023 -0.305 -0.302 -0.014 0.022 0.241 -0.279 -0.320 -0.360 0.040 -0.037 |\n", + "| p4415_p | 0.365 0.170 1.000 0.020 -0.278 0.584 0.510 -0.133 0.194 0.504 -0.632 -0.036 0.572 -0.040 -0.569 -0.567 -0.195 0.040 0.551 -0.474 -0.529 -0.633 0.062 -0.067 |\n", + "| omega_p | 0.018 0.012 0.020 1.000 -0.010 0.027 0.025 -0.009 0.013 0.020 -0.030 0.012 0.027 -0.008 -0.027 -0.028 -0.007 0.538 0.025 -0.030 -0.021 -0.031 -0.033 0.114 |\n", + "| DDstar_s | -0.291 -0.141 -0.278 -0.010 1.000 -0.256 -0.287 -0.080 -0.122 -0.404 0.300 0.004 -0.322 0.009 0.208 0.208 0.118 -0.018 -0.318 0.034 0.241 0.250 -0.017 0.023 |\n", + "| Ctt | 0.582 0.392 0.584 0.027 -0.256 1.000 0.721 -0.288 0.431 0.520 -0.914 -0.039 0.863 -0.056 -0.838 -0.836 -0.122 0.058 0.698 -0.680 -0.734 -0.912 0.069 -0.098 |\n", + "| p3770_s | 0.407 0.333 0.510 0.025 -0.287 0.721 1.000 -0.319 0.339 0.496 -0.794 -0.043 0.739 -0.051 -0.721 -0.717 -0.153 0.051 0.615 -0.601 -0.695 -0.799 0.073 -0.086 |\n", + "| p3770_p | -0.204 -0.065 -0.133 -0.009 -0.080 -0.288 -0.319 1.000 -0.108 -0.074 0.285 0.012 -0.230 0.020 0.265 0.266 0.022 -0.019 -0.172 0.260 0.249 0.254 -0.024 0.029 |\n", + "| p4160_s | 0.208 0.111 0.194 0.013 -0.122 0.431 0.339 -0.108 1.000 0.191 -0.410 -0.027 0.347 -0.026 -0.346 -0.343 0.064 0.025 0.461 -0.329 -0.350 -0.408 0.046 -0.042 |\n", + "| p4160_p | 0.378 0.037 0.504 0.020 -0.404 0.520 0.496 -0.074 0.191 1.000 -0.620 -0.033 0.601 -0.039 -0.571 -0.568 -0.100 0.040 0.543 -0.432 -0.521 -0.630 0.057 -0.067 |\n", + "| Dbar_s | -0.582 -0.360 -0.632 -0.030 0.300 -0.914 -0.794 0.285 -0.410 -0.620 1.000 0.048 -0.935 0.065 0.915 0.912 0.200 -0.064 -0.794 0.787 0.876 0.983 -0.081 0.107 |\n", + "| phi_s | -0.031 -0.023 -0.036 0.012 0.004 -0.039 -0.043 0.012 -0.027 -0.033 0.048 1.000 -0.041 0.464 0.036 0.036 0.010 -0.000 -0.042 0.050 0.010 0.048 -0.036 -0.018 |\n", + "| DDstar_p | 0.532 0.298 0.572 0.027 -0.322 0.863 0.739 -0.230 0.347 0.601 -0.935 -0.041 1.000 -0.058 -0.815 -0.812 -0.222 0.058 0.747 -0.716 -0.812 -0.928 0.069 -0.094 |\n", + "| phi_p | -0.039 -0.023 -0.040 -0.008 0.009 -0.056 -0.051 0.020 -0.026 -0.039 0.065 0.464 -0.058 1.000 0.056 0.057 0.013 -0.060 -0.051 0.049 0.052 0.064 -0.135 0.016 |\n", + "| bplus_1 | -0.529 -0.305 -0.569 -0.027 0.208 -0.838 -0.721 0.265 -0.346 -0.571 0.915 0.036 -0.815 0.056 1.000 0.790 0.220 -0.058 -0.730 0.709 0.772 0.912 -0.053 0.103 |\n", + "| bplus_0 | -0.527 -0.302 -0.567 -0.028 0.208 -0.836 -0.717 0.266 -0.343 -0.568 0.912 0.036 -0.812 0.057 0.790 1.000 0.220 -0.063 -0.727 0.703 0.774 0.909 -0.059 0.119 |\n", + "| p4415_s | -0.124 -0.014 -0.195 -0.007 0.118 -0.122 -0.153 0.022 0.064 -0.100 0.200 0.010 -0.222 0.013 0.220 0.220 1.000 -0.015 -0.142 0.136 0.132 0.200 -0.021 0.025 |\n", + "| omega_s | 0.036 0.022 0.040 0.538 -0.018 0.058 0.051 -0.019 0.025 0.040 -0.064 -0.000 0.058 -0.060 -0.058 -0.063 -0.015 1.000 0.051 -0.058 -0.054 -0.065 0.150 -0.192 |\n", + "| p4040_p | 0.436 0.241 0.551 0.025 -0.318 0.698 0.615 -0.172 0.461 0.543 -0.794 -0.042 0.747 -0.051 -0.730 -0.727 -0.142 0.051 1.000 -0.605 -0.686 -0.800 0.071 -0.086 |\n", + "| jpsi_p | -0.442 -0.279 -0.474 -0.030 0.034 -0.680 -0.601 0.260 -0.329 -0.432 0.787 0.050 -0.716 0.049 0.709 0.703 0.136 -0.058 -0.605 1.000 0.676 0.767 -0.105 0.089 |\n", + "| bplus_2 | -0.535 -0.320 -0.529 -0.021 0.241 -0.734 -0.695 0.249 -0.350 -0.521 0.876 0.010 -0.812 0.052 0.772 0.774 0.132 -0.054 -0.686 0.676 1.000 0.874 0.005 0.095 |\n", + "| Dbar_p | -0.598 -0.360 -0.633 -0.031 0.250 -0.912 -0.799 0.254 -0.408 -0.630 0.983 0.048 -0.928 0.064 0.912 0.909 0.200 -0.065 -0.800 0.767 0.874 1.000 -0.082 0.107 |\n", + "| rho_p | 0.049 0.040 0.062 -0.033 -0.017 0.069 0.073 -0.024 0.046 0.057 -0.081 -0.036 0.069 -0.135 -0.053 -0.059 -0.021 0.150 0.071 -0.105 0.005 -0.082 1.000 0.164 |\n", + "| rho_s | -0.061 -0.037 -0.067 0.114 0.023 -0.098 -0.086 0.029 -0.042 -0.067 0.107 -0.018 -0.094 0.016 0.103 0.119 0.025 -0.192 -0.086 0.089 0.095 0.107 0.164 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 1.4493227649327043}), (, {'error': 0.04023703321701233}), (, {'error': 0.11988744429727483}), (, {'error': 0.021741030731362687}), (, {'error': 0.11330152974230501}), (, {'error': 0.32996699930309137}), (, {'error': 0.3194463581349356}), (, {'error': 0.17917956236492494}), (, {'error': 0.2680040701168531}), (, {'error': 0.07696747357347622}), (, {'error': 0.0249974764536276}), (, {'error': 0.33609626135950776}), (, {'error': 0.1680879865000633}), (, {'error': 0.17126572009411434}), (, {'error': 0.15524039825176805}), (, {'error': 0.15586721762207345}), (, {'error': 0.09372682486883277}), (, {'error': 0.026443324962821146}), (, {'error': 0.017171498127401916}), (, {'error': 0.16786715955856713}), (, {'error': 0.03253517173554954}), (, {'error': 0.32491772133145025}), (, {'error': 0.25177083236717657}), (, {'error': 0.8976335198871119})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.030031162037378323}), (, {'error': 0.12518393522224108}), (, {'error': 0.1586716502702732}), (, {'error': 0.2176727128788265}), (, {'error': 0.07315082402953849}), (, {'error': 0.21612343354536367}), (, {'error': 0.3104783288751978}), (, {'error': 0.08423246780279103}), (, {'error': 0.1247032403660926}), (, {'error': 0.08024743769860998}), (, {'error': 0.574093395477598}), (, {'error': 0.7004079608732869}), (, {'error': 0.7133112968631536}), (, {'error': 0.14322380863879003}), (, {'error': 0.022041268297242622}), (, {'error': 0.011453819314881875}), (, {'error': 0.14136597999716705}), (, {'error': 0.8711980503551202}), (, {'error': 0.21487697005947592}), (, {'error': 0.03058133528976903}), (, {'error': 0.08426843877594403}), (, {'error': 1.1500572374759548}), (, {'error': 0.20274407534327654}), (, {'error': 0.22497576844280764})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1174 (1174 total) |\n", + "| EDM = 0.00201 (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: 297769.6544244645\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.34 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.52 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | -0.23 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.021 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.051 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.7 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.29 | 0.24 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.463 0.722 0.011 0.833 -0.405 0.460 0.640 0.294 0.793 -0.049 0.035 0.635 0.026 0.447 0.427 -0.215 -0.001 0.660 0.802 0.213 0.763 -0.030 0.051 |\n", + "| p4040_s | 0.463 1.000 0.440 0.008 0.556 -0.187 0.405 0.444 0.191 0.441 -0.034 0.019 0.371 0.019 0.344 0.333 -0.072 -0.001 0.399 0.529 0.159 0.533 -0.007 0.037 |\n", + "| p4415_p | 0.722 0.440 1.000 0.013 0.870 -0.501 0.541 0.701 0.283 0.858 -0.057 0.033 0.663 0.029 0.471 0.451 -0.274 -0.000 0.743 0.835 0.295 0.822 -0.020 0.053 |\n", + "| omega_p | 0.011 0.008 0.013 1.000 0.014 -0.009 0.010 0.011 0.006 0.014 -0.002 0.018 0.007 0.001 0.011 0.005 -0.005 0.625 0.012 0.009 0.019 0.012 -0.007 0.107 |\n", + "| DDstar_s | 0.833 0.556 0.870 0.014 1.000 -0.584 0.615 0.779 0.380 0.949 -0.048 0.043 0.786 0.031 0.543 0.518 -0.260 -0.001 0.816 0.953 0.298 0.967 -0.036 0.061 |\n", + "| Ctt | -0.405 -0.187 -0.501 -0.009 -0.584 1.000 -0.368 -0.493 -0.089 -0.596 -0.071 -0.027 -0.426 -0.021 -0.319 -0.310 0.283 -0.001 -0.533 -0.508 0.144 -0.590 0.022 -0.035 |\n", + "| p3770_s | 0.460 0.405 0.541 0.010 0.615 -0.368 1.000 0.396 0.254 0.582 -0.073 0.021 0.473 0.022 0.344 0.333 -0.145 0.000 0.480 0.604 0.179 0.554 -0.007 0.037 |\n", + "| p3770_p | 0.640 0.444 0.701 0.011 0.779 -0.493 0.396 1.000 0.297 0.773 -0.007 0.031 0.658 0.024 0.423 0.408 -0.228 -0.001 0.683 0.760 0.225 0.698 -0.027 0.046 |\n", + "| p4160_s | 0.294 0.191 0.283 0.006 0.380 -0.089 0.254 0.297 1.000 0.327 -0.035 0.009 0.231 0.015 0.265 0.260 0.088 -0.001 0.457 0.357 0.138 0.363 0.006 0.027 |\n", + "| p4160_p | 0.793 0.441 0.858 0.014 0.949 -0.596 0.582 0.773 0.327 1.000 -0.051 0.039 0.762 0.030 0.500 0.479 -0.239 -0.000 0.797 0.913 0.298 0.890 -0.030 0.057 |\n", + "| Dbar_s | -0.049 -0.034 -0.057 -0.002 -0.048 -0.071 -0.073 -0.007 -0.035 -0.051 1.000 -0.005 -0.124 -0.002 0.065 0.065 0.027 -0.004 -0.070 -0.016 0.057 -0.034 0.005 0.006 |\n", + "| phi_s | 0.035 0.019 0.033 0.018 0.043 -0.027 0.021 0.031 0.009 0.039 -0.005 1.000 0.033 0.567 0.017 0.014 -0.011 0.022 0.031 0.044 -0.032 0.040 0.095 0.023 |\n", + "| DDstar_p | 0.635 0.371 0.663 0.007 0.786 -0.426 0.473 0.658 0.231 0.762 -0.124 0.033 1.000 0.021 0.592 0.569 -0.262 -0.008 0.646 0.763 0.241 0.743 -0.037 0.064 |\n", + "| phi_p | 0.026 0.019 0.029 0.001 0.031 -0.021 0.022 0.024 0.015 0.030 -0.002 0.567 0.021 1.000 0.025 0.025 -0.009 -0.024 0.027 0.023 0.037 0.028 0.074 0.022 |\n", + "| bplus_1 | 0.447 0.344 0.471 0.011 0.543 -0.319 0.344 0.423 0.265 0.500 0.065 0.017 0.592 0.025 1.000 0.041 -0.052 0.003 0.429 0.495 0.016 0.540 0.026 0.044 |\n", + "| bplus_0 | 0.427 0.333 0.451 0.005 0.518 -0.310 0.333 0.408 0.260 0.479 0.065 0.014 0.569 0.025 0.041 1.000 -0.046 -0.013 0.411 0.468 0.040 0.516 0.011 0.090 |\n", + "| p4415_s | -0.215 -0.072 -0.274 -0.005 -0.260 0.283 -0.145 -0.228 0.088 -0.239 0.027 -0.011 -0.262 -0.009 -0.052 -0.046 1.000 -0.003 -0.191 -0.256 -0.175 -0.243 0.003 -0.010 |\n", + "| omega_s | -0.001 -0.001 -0.000 0.625 -0.001 -0.001 0.000 -0.001 -0.001 -0.000 -0.004 0.022 -0.008 -0.024 0.003 -0.013 -0.003 1.000 0.000 -0.006 0.014 -0.003 0.164 -0.194 |\n", + "| p4040_p | 0.660 0.399 0.743 0.012 0.816 -0.533 0.480 0.683 0.457 0.797 -0.070 0.031 0.646 0.027 0.429 0.411 -0.191 0.000 1.000 0.787 0.260 0.750 -0.019 0.048 |\n", + "| jpsi_p | 0.802 0.529 0.835 0.009 0.953 -0.508 0.604 0.760 0.357 0.913 -0.016 0.044 0.763 0.023 0.495 0.468 -0.256 -0.006 0.787 1.000 0.273 0.895 -0.060 0.059 |\n", + "| bplus_2 | 0.213 0.159 0.295 0.019 0.298 0.144 0.179 0.225 0.138 0.298 0.057 -0.032 0.241 0.037 0.016 0.040 -0.175 0.014 0.260 0.273 1.000 0.307 0.173 0.026 |\n", + "| Dbar_p | 0.763 0.533 0.822 0.012 0.967 -0.590 0.554 0.698 0.363 0.890 -0.034 0.040 0.743 0.028 0.540 0.516 -0.243 -0.003 0.750 0.895 0.307 1.000 -0.037 0.061 |\n", + "| rho_p | -0.030 -0.007 -0.020 -0.007 -0.036 0.022 -0.007 -0.027 0.006 -0.030 0.005 0.095 -0.037 0.074 0.026 0.011 0.003 0.164 -0.019 -0.060 0.173 -0.037 1.000 0.193 |\n", + "| rho_s | 0.051 0.037 0.053 0.107 0.061 -0.035 0.037 0.046 0.027 0.057 0.006 0.023 0.064 0.022 0.044 0.090 -0.010 -0.194 0.048 0.059 0.026 0.061 0.193 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.049042817404401085}), (, {'error': 0.15666488203780565}), (, {'error': 0.272547753391597}), (, {'error': 0.256474192645586}), (, {'error': 0.3398033936260562}), (, {'error': 0.12753870123416755}), (, {'error': 0.26346843998683767}), (, {'error': 0.1449046213653158}), (, {'error': 0.1374083830711934}), (, {'error': 0.21919416819172843}), (, {'error': 0.37433941514216357}), (, {'error': 0.8083787613127988}), (, {'error': 0.29090706371718156}), (, {'error': 0.19238453905429775}), (, {'error': 0.013080405191032818}), (, {'error': 0.006743081035636811}), (, {'error': 0.15759753065126347}), (, {'error': 1.0247536671617432}), (, {'error': 0.25192788693686174}), (, {'error': 0.06835604850826194}), (, {'error': 0.0506010857228828}), (, {'error': 0.9248318489767413}), (, {'error': 0.2265971030259304}), (, {'error': 0.24430515640636008})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1159 (1159 total) |\n", + "| EDM = 0.00323 (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: 297769.6545549841\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.29 | 0.34 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.12 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.28 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.7 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.54 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.019 | 0.010 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.520 | 0.005 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.15 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.008 | 0.045 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.23 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.611 0.778 0.022 0.882 -0.475 0.583 0.700 0.410 0.844 -0.005 0.080 0.680 0.082 0.393 0.373 -0.224 0.015 0.729 0.852 0.238 0.832 -0.022 0.037 |\n", + "| p4040_s | 0.611 1.000 0.586 0.018 0.696 -0.319 0.536 0.574 0.313 0.604 -0.005 0.060 0.496 0.065 0.352 0.338 -0.125 0.012 0.551 0.668 0.204 0.674 -0.010 0.030 |\n", + "| p4415_p | 0.778 0.586 1.000 0.023 0.887 -0.531 0.630 0.730 0.391 0.872 -0.007 0.078 0.680 0.083 0.401 0.382 -0.265 0.016 0.773 0.856 0.299 0.852 -0.015 0.036 |\n", + "| omega_p | 0.022 0.018 0.023 1.000 0.025 -0.016 0.019 0.020 0.013 0.024 -0.000 0.016 0.017 -0.007 0.014 0.009 -0.007 0.568 0.022 0.021 0.019 0.023 -0.030 0.117 |\n", + "| DDstar_s | 0.882 0.696 0.887 0.025 1.000 -0.606 0.708 0.805 0.486 0.956 -0.004 0.093 0.791 0.094 0.445 0.422 -0.254 0.018 0.845 0.962 0.302 0.976 -0.027 0.041 |\n", + "| Ctt | -0.475 -0.319 -0.531 -0.016 -0.606 1.000 -0.445 -0.521 -0.184 -0.616 -0.019 -0.049 -0.458 -0.051 -0.257 -0.249 0.277 -0.013 -0.566 -0.540 0.110 -0.609 0.010 -0.024 |\n", + "| p3770_s | 0.583 0.536 0.630 0.019 0.708 -0.445 1.000 0.503 0.358 0.675 -0.011 0.059 0.546 0.066 0.332 0.318 -0.168 0.013 0.577 0.693 0.217 0.662 -0.007 0.028 |\n", + "| p3770_p | 0.700 0.574 0.730 0.020 0.805 -0.521 0.503 1.000 0.394 0.794 0.003 0.074 0.674 0.076 0.356 0.341 -0.224 0.014 0.713 0.785 0.239 0.745 -0.021 0.031 |\n", + "| p4160_s | 0.410 0.313 0.391 0.013 0.486 -0.184 0.358 0.394 1.000 0.439 -0.006 0.038 0.321 0.045 0.280 0.272 0.029 0.008 0.530 0.463 0.167 0.471 0.001 0.022 |\n", + "| p4160_p | 0.844 0.604 0.872 0.024 0.956 -0.616 0.675 0.794 0.439 1.000 -0.005 0.087 0.769 0.090 0.415 0.394 -0.231 0.017 0.822 0.925 0.305 0.915 -0.022 0.038 |\n", + "| Dbar_s | -0.005 -0.005 -0.007 -0.000 -0.004 -0.019 -0.011 0.003 -0.006 -0.005 1.000 0.000 -0.023 0.000 0.022 0.022 0.003 -0.001 -0.010 0.002 0.017 -0.003 -0.000 0.001 |\n", + "| phi_s | 0.080 0.060 0.078 0.016 0.093 -0.049 0.059 0.074 0.038 0.087 0.000 1.000 0.080 0.489 0.023 0.021 -0.022 0.003 0.074 0.095 -0.039 0.091 -0.043 -0.020 |\n", + "| DDstar_p | 0.680 0.496 0.680 0.017 0.791 -0.458 0.546 0.674 0.321 0.769 -0.023 0.080 1.000 0.078 0.525 0.504 -0.258 0.008 0.669 0.774 0.263 0.761 -0.032 0.045 |\n", + "| phi_p | 0.082 0.065 0.083 -0.007 0.094 -0.051 0.066 0.076 0.045 0.090 0.000 0.489 0.078 1.000 0.033 0.034 -0.023 -0.060 0.079 0.090 0.014 0.091 -0.144 0.013 |\n", + "| bplus_1 | 0.393 0.352 0.401 0.014 0.445 -0.257 0.332 0.356 0.280 0.415 0.022 0.023 0.525 0.033 1.000 -0.076 -0.024 0.011 0.368 0.405 -0.020 0.446 0.036 0.029 |\n", + "| bplus_0 | 0.373 0.338 0.382 0.009 0.422 -0.249 0.318 0.341 0.272 0.394 0.022 0.021 0.504 0.034 -0.076 1.000 -0.017 -0.003 0.350 0.380 0.001 0.423 0.022 0.069 |\n", + "| p4415_s | -0.224 -0.125 -0.265 -0.007 -0.254 0.277 -0.168 -0.224 0.029 -0.231 0.003 -0.022 -0.258 -0.023 -0.024 -0.017 1.000 -0.006 -0.195 -0.251 -0.168 -0.241 0.001 -0.006 |\n", + "| omega_s | 0.015 0.012 0.016 0.568 0.018 -0.013 0.013 0.014 0.008 0.017 -0.001 0.003 0.008 -0.060 0.011 -0.003 -0.006 1.000 0.015 0.013 0.013 0.016 0.149 -0.189 |\n", + "| p4040_p | 0.729 0.551 0.773 0.022 0.845 -0.566 0.577 0.713 0.530 0.822 -0.010 0.074 0.669 0.079 0.368 0.350 -0.195 0.015 1.000 0.819 0.276 0.798 -0.015 0.033 |\n", + "| jpsi_p | 0.852 0.668 0.856 0.021 0.962 -0.540 0.693 0.785 0.463 0.925 0.002 0.095 0.774 0.090 0.405 0.380 -0.251 0.013 0.819 1.000 0.276 0.920 -0.045 0.041 |\n", + "| bplus_2 | 0.238 0.204 0.299 0.019 0.302 0.110 0.217 0.239 0.167 0.305 0.017 -0.039 0.263 0.014 -0.020 0.001 -0.168 0.013 0.276 0.276 1.000 0.310 0.152 0.015 |\n", + "| Dbar_p | 0.832 0.674 0.852 0.023 0.976 -0.609 0.662 0.745 0.471 0.915 -0.003 0.091 0.761 0.091 0.446 0.423 -0.241 0.016 0.798 0.920 0.310 1.000 -0.029 0.041 |\n", + "| rho_p | -0.022 -0.010 -0.015 -0.030 -0.027 0.010 -0.007 -0.021 0.001 -0.022 -0.000 -0.043 -0.032 -0.144 0.036 0.022 0.001 0.149 -0.015 -0.045 0.152 -0.029 1.000 0.181 |\n", + "| rho_s | 0.037 0.030 0.036 0.117 0.041 -0.024 0.028 0.031 0.022 0.038 0.001 -0.020 0.045 0.013 0.029 0.069 -0.006 -0.189 0.033 0.041 0.015 0.041 0.181 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.05375895630735883}), (, {'error': 0.1684343026732748}), (, {'error': 0.27306226019431223}), (, {'error': 0.23026764431241986}), (, {'error': 0.3441583891267813}), (, {'error': 0.11575851646630575}), (, {'error': 0.275110273658159}), (, {'error': 0.14272590249479222}), (, {'error': 0.13518682473508403}), (, {'error': 0.21819825248826197}), (, {'error': 0.07181623333928255}), (, {'error': 0.7312733932423559}), (, {'error': 0.24603100256276456}), (, {'error': 0.14996356325994542}), (, {'error': 0.010499859545326284}), (, {'error': 0.00548053889694744}), (, {'error': 0.1477815120322692}), (, {'error': 0.9200154308309831}), (, {'error': 0.25344381294408724}), (, {'error': 0.06951108112430537}), (, {'error': 0.04496981876054118}), (, {'error': 0.9627771384687673}), (, {'error': 0.20944764769048296}), (, {'error': 0.2315102860117776})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1134 (1134 total) |\n", + "| EDM = 0.00182 (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: 297769.65417414607\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.38 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.51 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | -0.23 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.021 | 0.014 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.052 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.7 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.29 | 0.25 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.411 0.703 0.008 0.813 -0.384 0.418 0.621 0.258 0.774 -0.054 0.031 0.626 0.023 0.463 0.442 -0.213 -0.007 0.636 0.784 0.200 0.736 -0.030 0.059 |\n", + "| p4040_s | 0.411 1.000 0.387 0.006 0.504 -0.143 0.363 0.397 0.157 0.381 -0.033 0.014 0.330 0.016 0.333 0.322 -0.053 -0.004 0.345 0.477 0.141 0.481 -0.005 0.040 |\n", + "| p4415_p | 0.703 0.387 1.000 0.010 0.866 -0.496 0.512 0.695 0.250 0.855 -0.061 0.029 0.666 0.026 0.496 0.476 -0.280 -0.006 0.735 0.830 0.291 0.813 -0.019 0.062 |\n", + "| omega_p | 0.008 0.006 0.010 1.000 0.010 -0.007 0.008 0.008 0.005 0.010 -0.002 0.019 0.004 0.001 0.010 0.002 -0.004 0.644 0.009 0.005 0.019 0.008 0.000 0.103 |\n", + "| DDstar_s | 0.813 0.504 0.866 0.010 1.000 -0.582 0.584 0.772 0.346 0.946 -0.054 0.038 0.794 0.028 0.577 0.552 -0.266 -0.008 0.807 0.951 0.292 0.965 -0.036 0.072 |\n", + "| Ctt | -0.384 -0.143 -0.496 -0.007 -0.582 1.000 -0.347 -0.487 -0.062 -0.595 -0.067 -0.025 -0.428 -0.019 -0.339 -0.329 0.288 0.003 -0.527 -0.500 0.160 -0.589 0.026 -0.041 |\n", + "| p3770_s | 0.418 0.363 0.512 0.008 0.584 -0.347 1.000 0.365 0.224 0.552 -0.076 0.017 0.453 0.020 0.347 0.335 -0.138 -0.003 0.449 0.574 0.165 0.518 -0.005 0.042 |\n", + "| p3770_p | 0.621 0.397 0.695 0.008 0.772 -0.487 0.365 1.000 0.267 0.769 -0.011 0.028 0.661 0.022 0.446 0.430 -0.233 -0.006 0.676 0.754 0.217 0.684 -0.028 0.054 |\n", + "| p4160_s | 0.258 0.157 0.250 0.005 0.346 -0.062 0.224 0.267 1.000 0.292 -0.035 0.005 0.207 0.013 0.257 0.252 0.106 -0.003 0.435 0.324 0.128 0.329 0.009 0.029 |\n", + "| p4160_p | 0.774 0.381 0.855 0.010 0.946 -0.595 0.552 0.769 0.292 1.000 -0.056 0.035 0.768 0.028 0.531 0.509 -0.245 -0.007 0.791 0.910 0.292 0.883 -0.030 0.067 |\n", + "| Dbar_s | -0.054 -0.033 -0.061 -0.002 -0.054 -0.067 -0.076 -0.011 -0.035 -0.056 1.000 -0.005 -0.127 -0.002 0.054 0.054 0.029 -0.003 -0.074 -0.022 0.051 -0.038 0.006 0.005 |\n", + "| phi_s | 0.031 0.014 0.029 0.019 0.038 -0.025 0.017 0.028 0.005 0.035 -0.005 1.000 0.029 0.582 0.017 0.013 -0.010 0.022 0.027 0.039 -0.034 0.035 0.099 0.024 |\n", + "| DDstar_p | 0.626 0.330 0.666 0.004 0.794 -0.428 0.453 0.661 0.207 0.768 -0.127 0.029 1.000 0.019 0.620 0.596 -0.267 -0.014 0.646 0.768 0.234 0.746 -0.037 0.075 |\n", + "| phi_p | 0.023 0.016 0.026 0.001 0.028 -0.019 0.020 0.022 0.013 0.028 -0.002 0.582 0.019 1.000 0.024 0.024 -0.009 -0.025 0.025 0.019 0.036 0.025 0.079 0.024 |\n", + "| bplus_1 | 0.463 0.333 0.496 0.010 0.577 -0.339 0.347 0.446 0.257 0.531 0.054 0.017 0.620 0.024 1.000 0.084 -0.065 -0.000 0.451 0.526 0.022 0.572 0.022 0.052 |\n", + "| bplus_0 | 0.442 0.322 0.476 0.002 0.552 -0.329 0.335 0.430 0.252 0.509 0.054 0.013 0.596 0.024 0.084 1.000 -0.059 -0.018 0.433 0.498 0.048 0.547 0.008 0.100 |\n", + "| p4415_s | -0.213 -0.053 -0.280 -0.004 -0.266 0.288 -0.138 -0.233 0.106 -0.245 0.029 -0.010 -0.267 -0.009 -0.065 -0.059 1.000 -0.001 -0.193 -0.261 -0.177 -0.246 0.003 -0.013 |\n", + "| omega_s | -0.007 -0.004 -0.006 0.644 -0.008 0.003 -0.003 -0.006 -0.003 -0.007 -0.003 0.022 -0.014 -0.025 -0.000 -0.018 -0.001 1.000 -0.005 -0.013 0.014 -0.010 0.168 -0.196 |\n", + "| p4040_p | 0.636 0.345 0.735 0.009 0.807 -0.527 0.449 0.676 0.435 0.791 -0.074 0.027 0.646 0.025 0.451 0.433 -0.193 -0.005 1.000 0.779 0.253 0.735 -0.019 0.056 |\n", + "| jpsi_p | 0.784 0.477 0.830 0.005 0.951 -0.500 0.574 0.754 0.324 0.910 -0.022 0.039 0.768 0.019 0.526 0.498 -0.261 -0.013 0.779 1.000 0.267 0.887 -0.062 0.069 |\n", + "| bplus_2 | 0.200 0.141 0.291 0.019 0.292 0.160 0.165 0.217 0.128 0.292 0.051 -0.034 0.234 0.036 0.022 0.048 -0.177 0.014 0.253 0.267 1.000 0.302 0.179 0.029 |\n", + "| Dbar_p | 0.736 0.481 0.813 0.008 0.965 -0.589 0.518 0.684 0.329 0.883 -0.038 0.035 0.746 0.025 0.572 0.547 -0.246 -0.010 0.735 0.887 0.302 1.000 -0.037 0.072 |\n", + "| rho_p | -0.030 -0.005 -0.019 0.000 -0.036 0.026 -0.005 -0.028 0.009 -0.030 0.006 0.099 -0.037 0.079 0.022 0.008 0.003 0.168 -0.019 -0.062 0.179 -0.037 1.000 0.197 |\n", + "| rho_s | 0.059 0.040 0.062 0.103 0.072 -0.041 0.042 0.054 0.029 0.067 0.005 0.024 0.075 0.024 0.052 0.100 -0.013 -0.196 0.056 0.069 0.029 0.072 0.197 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.04771454615106574}), (, {'error': 0.15423285373070278}), (, {'error': 0.2738211994398836}), (, {'error': 0.2662510387233028}), (, {'error': 0.38035258878770206}), (, {'error': 0.13198893942747936}), (, {'error': 0.26092287296827976}), (, {'error': 0.14634000467828634}), (, {'error': 0.13863799914595765}), (, {'error': 0.2212938417706114}), (, {'error': 0.37645658116996883}), (, {'error': 0.8295841109024771}), (, {'error': 0.31320727290604067}), (, {'error': 0.1974440881166193}), (, {'error': 0.014167564693856605}), (, {'error': 0.007264129372203554}), (, {'error': 0.16095431451214848}), (, {'error': 1.0639513537830116}), (, {'error': 0.2526002044778055}), (, {'error': 0.06831862150337775}), (, {'error': 0.05246491808440734}), (, {'error': 0.9305124674532392}), (, {'error': 0.23132986165137126}), (, {'error': 0.24898617848253413})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1180 (1180 total) |\n", + "| EDM = 0.00107 (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: 297769.6541446413\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.58 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.09 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.50 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.023 | 0.014 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.56 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.005 | 0.052 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.25 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.406 0.699 0.010 0.811 -0.381 0.401 0.612 0.254 0.771 0.056 0.065 0.600 0.068 0.450 0.430 -0.216 -0.006 0.632 0.780 0.211 0.734 -0.027 0.058 |\n", + "| p4040_s | 0.406 1.000 0.383 0.007 0.499 -0.141 0.353 0.390 0.152 0.377 0.040 0.034 0.310 0.041 0.324 0.314 -0.055 -0.004 0.340 0.472 0.146 0.478 -0.003 0.039 |\n", + "| p4415_p | 0.699 0.383 1.000 0.011 0.864 -0.492 0.495 0.686 0.246 0.852 0.059 0.065 0.640 0.073 0.482 0.463 -0.282 -0.005 0.731 0.826 0.301 0.812 -0.016 0.062 |\n", + "| omega_p | 0.010 0.007 0.011 1.000 0.012 -0.008 0.008 0.009 0.005 0.012 -0.001 0.015 0.005 -0.014 0.010 0.003 -0.005 0.635 0.011 0.007 0.017 0.010 -0.014 0.105 |\n", + "| DDstar_s | 0.811 0.499 0.864 0.012 1.000 -0.580 0.565 0.762 0.341 0.945 0.095 0.083 0.766 0.086 0.563 0.539 -0.270 -0.007 0.803 0.948 0.306 0.966 -0.033 0.072 |\n", + "| Ctt | -0.381 -0.141 -0.492 -0.008 -0.580 1.000 -0.332 -0.483 -0.059 -0.592 -0.194 -0.044 -0.401 -0.044 -0.336 -0.327 0.287 0.002 -0.521 -0.499 0.141 -0.586 0.023 -0.041 |\n", + "| p3770_s | 0.401 0.353 0.495 0.008 0.565 -0.332 1.000 0.344 0.216 0.534 -0.015 0.038 0.424 0.047 0.324 0.315 -0.136 -0.003 0.432 0.555 0.165 0.500 -0.003 0.040 |\n", + "| p3770_p | 0.612 0.390 0.686 0.009 0.762 -0.483 0.344 1.000 0.261 0.760 0.104 0.062 0.632 0.066 0.431 0.417 -0.233 -0.005 0.666 0.745 0.227 0.674 -0.024 0.053 |\n", + "| p4160_s | 0.254 0.152 0.246 0.005 0.341 -0.059 0.216 0.261 1.000 0.287 0.010 0.017 0.192 0.027 0.249 0.245 0.103 -0.003 0.431 0.318 0.130 0.325 0.009 0.029 |\n", + "| p4160_p | 0.771 0.377 0.852 0.012 0.945 -0.592 0.534 0.760 0.287 1.000 0.078 0.076 0.742 0.081 0.516 0.496 -0.249 -0.006 0.786 0.907 0.305 0.883 -0.026 0.066 |\n", + "| Dbar_s | 0.056 0.040 0.059 -0.001 0.095 -0.194 -0.015 0.104 0.010 0.078 1.000 0.007 -0.051 0.012 0.175 0.170 -0.003 -0.006 0.027 0.127 0.126 0.115 0.003 0.020 |\n", + "| phi_s | 0.065 0.034 0.065 0.015 0.083 -0.044 0.038 0.062 0.017 0.076 0.007 1.000 0.068 0.551 0.031 0.028 -0.021 -0.002 0.060 0.086 -0.051 0.079 -0.065 -0.023 |\n", + "| DDstar_p | 0.600 0.310 0.640 0.005 0.766 -0.401 0.424 0.632 0.192 0.742 -0.051 0.068 1.000 0.070 0.595 0.573 -0.267 -0.013 0.622 0.737 0.233 0.719 -0.032 0.073 |\n", + "| phi_p | 0.068 0.041 0.073 -0.014 0.086 -0.044 0.047 0.066 0.027 0.081 0.012 0.551 0.070 1.000 0.039 0.041 -0.022 -0.071 0.067 0.082 0.003 0.081 -0.163 0.010 |\n", + "| bplus_1 | 0.450 0.324 0.482 0.010 0.563 -0.336 0.324 0.431 0.249 0.516 0.175 0.031 0.595 0.039 1.000 0.075 -0.063 -0.001 0.435 0.513 0.031 0.558 0.025 0.051 |\n", + "| bplus_0 | 0.430 0.314 0.463 0.003 0.539 -0.327 0.315 0.417 0.245 0.496 0.170 0.028 0.573 0.041 0.075 1.000 -0.056 -0.018 0.418 0.487 0.057 0.535 0.012 0.099 |\n", + "| p4415_s | -0.216 -0.055 -0.282 -0.005 -0.270 0.287 -0.136 -0.233 0.103 -0.249 -0.003 -0.021 -0.267 -0.022 -0.063 -0.056 1.000 -0.001 -0.195 -0.264 -0.180 -0.250 0.003 -0.013 |\n", + "| omega_s | -0.006 -0.004 -0.005 0.635 -0.007 0.002 -0.003 -0.005 -0.003 -0.006 -0.006 -0.002 -0.013 -0.071 -0.001 -0.018 -0.001 1.000 -0.004 -0.012 0.011 -0.008 0.154 -0.199 |\n", + "| p4040_p | 0.632 0.340 0.731 0.011 0.803 -0.521 0.432 0.666 0.431 0.786 0.027 0.060 0.622 0.067 0.435 0.418 -0.195 -0.004 1.000 0.773 0.262 0.732 -0.016 0.055 |\n", + "| jpsi_p | 0.780 0.472 0.826 0.007 0.948 -0.499 0.555 0.745 0.318 0.907 0.127 0.086 0.737 0.082 0.513 0.487 -0.264 -0.012 0.773 1.000 0.282 0.884 -0.057 0.069 |\n", + "| bplus_2 | 0.211 0.146 0.301 0.017 0.306 0.141 0.165 0.227 0.130 0.305 0.126 -0.051 0.233 0.003 0.031 0.057 -0.180 0.011 0.262 0.282 1.000 0.315 0.172 0.030 |\n", + "| Dbar_p | 0.734 0.478 0.812 0.010 0.966 -0.586 0.500 0.674 0.325 0.883 0.115 0.079 0.719 0.081 0.558 0.535 -0.250 -0.008 0.732 0.884 0.315 1.000 -0.033 0.071 |\n", + "| rho_p | -0.027 -0.003 -0.016 -0.014 -0.033 0.023 -0.003 -0.024 0.009 -0.026 0.003 -0.065 -0.032 -0.163 0.025 0.012 0.003 0.154 -0.016 -0.057 0.172 -0.033 1.000 0.200 |\n", + "| rho_s | 0.058 0.039 0.062 0.105 0.072 -0.041 0.040 0.053 0.029 0.066 0.020 -0.023 0.073 0.010 0.051 0.099 -0.013 -0.199 0.055 0.069 0.030 0.071 0.200 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.04732098595152667}), (, {'error': 0.1530464880553009}), (, {'error': 0.2711313171287537}), (, {'error': 0.2628070020207254}), (, {'error': 0.5756117055010135}), (, {'error': 0.13154228370939292}), (, {'error': 0.2557614695361594}), (, {'error': 0.14365547334413686}), (, {'error': 0.13769361176728467}), (, {'error': 0.21821013230927777}), (, {'error': 0.1321977874111341}), (, {'error': 0.8067671161271992}), (, {'error': 0.27349897478200713}), (, {'error': 0.16593729866512552}), (, {'error': 0.013919463846562952}), (, {'error': 0.0071451768062922305}), (, {'error': 0.1603131622725107}), (, {'error': 1.0487427948236205}), (, {'error': 0.24967869077996663}), (, {'error': 0.0667534441179285}), (, {'error': 0.052380740843738005}), (, {'error': 0.952089950109003}), (, {'error': 0.22679961351739308}), (, {'error': 0.2496544090612992})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", "Toy 0/1 - Fit 2/5\n" ] }, { "ename": "RuntimeError", - "evalue": "exception was raised in user function\nUser function arguments:\n omega_s = +6.558876\n bplus_0 = -0.537708\n p3770_p = +2.922976\n Dbar_s = +0.299117\n p4160_p = -2.459129\n DDstar_p = +4.501845\n Dbar_p = +2.685834\n p4040_s = +1.254795\n rho_p = -0.384056\n bplus_1 = +0.937284\n jpsi_p = -4.628444\n omega_p = +0.275809\n phi_p = +6.126912\n p4040_p = -3.035592\n p4415_p = +3.714495\n Ctt = +1.579321\n bplus_2 = +0.437803\n DDstar_s = -0.246898\n p4415_s = +1.615964\n p4160_s = +2.362930\n psi2s_p = +2.020719\n rho_s = +1.998466\n p3770_s = +2.569549\n phi_s = +17.305781\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n", + "evalue": "exception was raised in user function\nUser function arguments:\n psi2s_p = +2.119783\n p4040_s = +0.971432\n p4415_p = -2.473223\n omega_p = +0.289564\n DDstar_s = +0.000000\n Ctt = +0.000000\n p3770_s = +2.547069\n p3770_p = -2.968525\n p4160_s = +2.292454\n p4160_p = -2.156579\n Dbar_s = +0.000000\n phi_s = +19.597808\n DDstar_p = +0.000000\n phi_p = +0.491228\n bplus_1 = -0.894258\n bplus_0 = +0.480209\n p4415_s = +1.205760\n omega_s = +6.634178\n p4040_p = -2.755328\n jpsi_p = -1.536404\n bplus_2 = -0.222448\n Dbar_p = +0.000000\n rho_p = -0.297140\n rho_s = +1.005625\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 104\u001b[0m \u001b[0mminimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mzfit\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMinuitMinimizer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mverbosity\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 105\u001b[0m \u001b[1;31m# minimizer._use_tfgrad = False\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 106\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnll\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 107\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 108\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Function minimum:\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfmin\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 107\u001b[0m \u001b[0mminimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mzfit\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMinuitMinimizer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mverbosity\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 108\u001b[0m \u001b[1;31m# minimizer._use_tfgrad = False\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 109\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnll\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 110\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 111\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Function minimum:\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfmin\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36mminimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 205\u001b[0m \u001b[0mtuple\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstack\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0menter_context\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mparam\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_sess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msess\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mparam\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 206\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 207\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_hook_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 208\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mFailMinimizeNaN\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merror\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# iminuit raises RuntimeError if user raises Error\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 209\u001b[0m \u001b[0mfail_result\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstrategy\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfit_result\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36m_hook_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 214\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 215\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_hook_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 216\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 217\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 218\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36m_call_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 218\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 219\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 220\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 221\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mNotImplementedError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merror\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 222\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\u001b[0m in \u001b[0;36m_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 136\u001b[0m minimizer_setter)\n\u001b[0;32m 137\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_minuit_minimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 138\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmigrad\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mminimize_options\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 139\u001b[0m \u001b[0mparams_result\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mp_dict\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mp_dict\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 140\u001b[0m \u001b[0mresult_vals\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mres\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"value\"\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mres\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mparams_result\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32miminuit\\_libiminuit.pyx\u001b[0m in \u001b[0;36miminuit._libiminuit.Minuit.migrad\u001b[1;34m()\u001b[0m\n", - "\u001b[1;31mRuntimeError\u001b[0m: exception was raised in user function\nUser function arguments:\n omega_s = +6.558876\n bplus_0 = -0.537708\n p3770_p = +2.922976\n Dbar_s = +0.299117\n p4160_p = -2.459129\n DDstar_p = +4.501845\n Dbar_p = +2.685834\n p4040_s = +1.254795\n rho_p = -0.384056\n bplus_1 = +0.937284\n jpsi_p = -4.628444\n omega_p = +0.275809\n phi_p = +6.126912\n p4040_p = -3.035592\n p4415_p = +3.714495\n Ctt = +1.579321\n bplus_2 = +0.437803\n DDstar_s = -0.246898\n p4415_s = +1.615964\n p4160_s = +2.362930\n psi2s_p = +2.020719\n rho_s = +1.998466\n p3770_s = +2.569549\n phi_s = +17.305781\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n" + "\u001b[1;31mRuntimeError\u001b[0m: exception was raised in user function\nUser function arguments:\n psi2s_p = +2.119783\n p4040_s = +0.971432\n p4415_p = -2.473223\n omega_p = +0.289564\n DDstar_s = +0.000000\n Ctt = +0.000000\n p3770_s = +2.547069\n p3770_p = -2.968525\n p4160_s = +2.292454\n p4160_p = -2.156579\n Dbar_s = +0.000000\n phi_s = +19.597808\n DDstar_p = +0.000000\n phi_p = +0.491228\n bplus_1 = -0.894258\n bplus_0 = +0.480209\n p4415_s = +1.205760\n omega_s = +6.634178\n p4040_p = -2.755328\n jpsi_p = -1.536404\n bplus_2 = -0.222448\n Dbar_p = +0.000000\n rho_p = -0.297140\n rho_s = +1.005625\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n" ] } ], @@ -2342,9 +2725,9 @@ "# nevents *= 41\n", "# zfit.settings.set_verbosity(10)\n", "\n", - "mi = 1e-4\n", + "mi = 0.0\n", "ma = 1e-2\n", - "ste = 10\n", + "ste = 11\n", "\n", "# mi = 0.0\n", "# ma = 1e-3\n", @@ -2387,7 +2770,7 @@ " \n", " if bo5:\n", " \n", - " if __ >= 6:\n", + " if __ < 6:\n", " \n", " while len(Nll_list[-1])/bo5_set < nr_of_toys:\n", "\n", @@ -2398,14 +2781,14 @@ "\n", " print('Toy {0}/{1} - Fit {2}/{3}'.format(int(len(Nll_list[-1])/bo5_set), nr_of_toys, len(Nll_list[-1])%bo5_set, bo5_set))\n", "\n", - " reset_param_values()\n", + " reset_param_values(variation = 0.0)\n", "\n", " if floaty:\n", " Ctt.set_value(Ctt_step)\n", " else:\n", " Ctt.set_value(0.0)\n", " \n", - " if newset or len(Nll_list[-1])%bo5_set == 0:\n", + " if newset:\n", " sampler.resample(n=nevents)\n", " data = sampler\n", "# total_samp = zfit.run(s)\n", @@ -2422,6 +2805,8 @@ "# for param in total_f_fit.get_dependents():\n", "# param.randomize()\n", "\n", + " reset_param_values()\n", + "\n", " nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints)\n", "\n", " minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5)\n", @@ -2658,40 +3043,9 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "omega_s\n", - "bplus_0\n", - "Dbar_s\n", - "p3770_p\n", - "p4160_p\n", - "DDstar_p\n", - "Dbar_p\n", - "p4040_s\n", - "rho_p\n", - "bplus_1\n", - "jpsi_p\n", - "omega_p\n", - "phi_p\n", - "p4040_p\n", - "p4415_p\n", - "Ctt\n", - "bplus_2\n", - "DDstar_s\n", - "p4415_s\n", - "p4160_s\n", - "psi2s_p\n", - "rho_s\n", - "p3770_s\n", - "phi_s\n" - ] - } - ], + "outputs": [], "source": [] }, { diff --git a/raremodel-nb.ipynb b/raremodel-nb.ipynb index 6f23704..333edbe 100644 --- a/raremodel-nb.ipynb +++ b/raremodel-nb.ipynb @@ -38,7 +38,7 @@ "import os\n", "\n", "# os.environ[\"CUDA_VISIBLE_DEVICES\"] = \"-1\"\n", - "\n", + "import random\n", "import numpy as np\n", "from pdg_const1 import pdg\n", "import matplotlib\n", @@ -699,7 +699,7 @@ "outputs": [], "source": [ "tau_m = zfit.Parameter(\"tau_m\", ztf.constant(pdg['tau_M']), floating = False)\n", - "Ctt = zfit.Parameter(\"Ctt\", ztf.constant(0.0), lower_limit=-1.7, upper_limit=1.7)" + "Ctt = zfit.Parameter(\"Ctt\", ztf.constant(0.0), lower_limit=-2.5, upper_limit=2.5)" ] }, { @@ -1579,7 +1579,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 38, "metadata": {}, "outputs": [], "source": [ @@ -1643,7 +1643,7 @@ "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", + " 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()" @@ -1951,7 +1951,7 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": 47, "metadata": { "scrolled": false }, @@ -1962,33 +1962,96 @@ "text": [ "[0.15430335 0.53452248 0.74001287 0.89973541 1.03509834 1.15470054\n", " 1.26302735 1.36277029 1.45569489 1.5430335 ]\n", - "Time Taken: 2 s\n", - "Predicted time left: 8 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 8 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 4 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 4 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 3 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 3 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 2 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 2 s\n", - "Time Taken: 2 s\n", - "Predicted time left: 1 \n", - "Time Taken: 2 s\n", - "Predicted time left: 1 \n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\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: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", "Toy 0/1 - Fit 0/5\n", "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1243 (1243 total) |\n", - "| EDM = 0.000701 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1794 (1794 total) |\n", + "| EDM = 2.65E-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 | False | False | True |\n", + "------------------------------------------------------------------\n", + "Function minimum: 297769.6488033105\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.01 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.55 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.22 | 0.48 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.06 | 0.17 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.25 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.52 | 0.15 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.36 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.5 | 0.8 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.018 | 0.027 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.520 | 0.013 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.4 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.66 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.008 | 0.067 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.6 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.28 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.009 0.467 -0.016 0.562 -0.136 0.104 0.436 0.014 0.542 -0.091 0.032 0.484 0.041 0.387 0.361 -0.146 -0.039 0.393 0.564 -0.023 0.380 -0.014 0.097 |\n", + "| p4040_s | 0.009 1.000 -0.101 0.001 -0.007 0.224 0.107 -0.037 0.025 -0.177 0.005 -0.012 -0.079 -0.006 0.023 0.026 0.146 0.001 -0.131 -0.015 0.018 0.011 0.022 0.005 |\n", + "| p4415_p | 0.467 -0.101 1.000 -0.019 0.798 -0.420 0.269 0.648 -0.012 0.807 -0.108 0.033 0.689 0.053 0.559 0.530 -0.295 -0.052 0.648 0.755 0.093 0.665 0.012 0.142 |\n", + "| omega_p | -0.016 0.001 -0.019 1.000 -0.029 0.019 -0.005 -0.022 0.000 -0.025 0.000 0.005 -0.032 -0.047 -0.017 -0.033 0.004 0.763 -0.017 -0.035 0.027 -0.030 0.054 0.054 |\n", + "| DDstar_s | 0.562 -0.007 0.798 -0.029 1.000 -0.552 0.310 0.737 0.075 0.917 -0.098 0.055 0.882 0.072 0.734 0.691 -0.266 -0.071 0.711 0.915 0.037 0.915 -0.011 0.183 |\n", + "| Ctt | -0.136 0.224 -0.420 0.019 -0.552 1.000 -0.145 -0.439 0.146 -0.556 -0.109 -0.039 -0.450 -0.039 -0.433 -0.409 0.285 0.042 -0.440 -0.416 0.401 -0.578 0.043 -0.099 |\n", + "| p3770_s | 0.104 0.107 0.269 -0.005 0.310 -0.145 1.000 0.136 0.059 0.296 -0.117 0.005 0.277 0.018 0.224 0.216 -0.061 -0.018 0.213 0.329 -0.011 0.185 0.015 0.054 |\n", + "| p3770_p | 0.436 -0.037 0.648 -0.022 0.737 -0.439 0.136 1.000 0.043 0.760 -0.034 0.041 0.717 0.056 0.546 0.520 -0.247 -0.054 0.639 0.728 -0.005 0.547 -0.011 0.134 |\n", + "| p4160_s | 0.014 0.025 -0.012 0.000 0.075 0.146 0.059 0.043 1.000 0.009 -0.026 -0.015 0.011 -0.002 0.090 0.094 0.257 -0.003 0.264 0.061 0.058 0.063 0.036 0.022 |\n", + "| p4160_p | 0.542 -0.177 0.807 -0.025 0.917 -0.556 0.296 0.760 0.009 1.000 -0.107 0.048 0.837 0.066 0.652 0.616 -0.264 -0.063 0.725 0.871 0.042 0.761 -0.006 0.163 |\n", + "| Dbar_s | -0.091 0.005 -0.108 0.000 -0.098 -0.109 -0.117 -0.034 -0.026 -0.107 1.000 -0.012 -0.179 -0.007 0.005 0.008 0.063 0.001 -0.133 -0.050 0.056 -0.022 0.019 0.002 |\n", + "| phi_s | 0.032 -0.012 0.033 0.005 0.055 -0.039 0.005 0.041 -0.015 0.048 -0.012 1.000 0.052 0.640 0.030 0.026 -0.012 -0.021 0.031 0.064 -0.105 0.045 -0.115 -0.026 |\n", + "| DDstar_p | 0.484 -0.079 0.689 -0.032 0.882 -0.450 0.277 0.717 0.011 0.837 -0.179 0.052 1.000 0.068 0.765 0.721 -0.273 -0.075 0.645 0.824 -0.010 0.766 -0.012 0.189 |\n", + "| phi_p | 0.041 -0.006 0.053 -0.047 0.072 -0.039 0.018 0.056 -0.002 0.066 -0.007 0.640 0.068 1.000 0.043 0.047 -0.017 -0.111 0.048 0.072 -0.050 0.062 -0.215 0.012 |\n", + "| bplus_1 | 0.387 0.023 0.559 -0.017 0.734 -0.433 0.224 0.546 0.090 0.652 0.005 0.030 0.765 0.043 1.000 0.305 -0.116 -0.046 0.495 0.647 -0.130 0.696 0.022 0.138 |\n", + "| bplus_0 | 0.361 0.026 0.530 -0.033 0.691 -0.409 0.216 0.520 0.094 0.616 0.008 0.026 0.721 0.047 0.305 1.000 -0.107 -0.076 0.470 0.601 -0.077 0.657 0.005 0.204 |\n", + "| p4415_s | -0.146 0.146 -0.295 0.004 -0.266 0.285 -0.061 -0.247 0.257 -0.264 0.063 -0.012 -0.273 -0.017 -0.116 -0.107 1.000 0.012 -0.177 -0.263 -0.125 -0.214 -0.005 -0.035 |\n", + "| omega_s | -0.039 0.001 -0.052 0.763 -0.071 0.042 -0.018 -0.054 -0.003 -0.063 0.001 -0.021 -0.075 -0.111 -0.046 -0.076 0.012 1.000 -0.046 -0.076 0.035 -0.069 0.203 -0.216 |\n", + "| p4040_p | 0.393 -0.131 0.648 -0.017 0.711 -0.440 0.213 0.639 0.264 0.725 -0.133 0.031 0.645 0.048 0.495 0.470 -0.177 -0.046 1.000 0.688 0.033 0.537 0.005 0.124 |\n", + "| jpsi_p | 0.564 -0.015 0.755 -0.035 0.915 -0.416 0.329 0.728 0.061 0.871 -0.050 0.064 0.824 0.072 0.647 0.601 -0.263 -0.076 0.688 1.000 0.037 0.758 -0.051 0.164 |\n", + "| bplus_2 | -0.023 0.018 0.093 0.027 0.037 0.401 -0.011 -0.005 0.058 0.042 0.056 -0.105 -0.010 -0.050 -0.130 -0.077 -0.125 0.035 0.033 0.037 1.000 0.065 0.240 0.013 |\n", + "| Dbar_p | 0.380 0.011 0.665 -0.030 0.915 -0.578 0.185 0.547 0.063 0.761 -0.022 0.045 0.766 0.062 0.696 0.657 -0.214 -0.069 0.537 0.758 0.065 1.000 -0.005 0.174 |\n", + "| rho_p | -0.014 0.022 0.012 0.054 -0.011 0.043 0.015 -0.011 0.036 -0.006 0.019 -0.115 -0.012 -0.215 0.022 0.005 -0.005 0.203 0.005 -0.051 0.240 -0.005 1.000 0.213 |\n", + "| rho_s | 0.097 0.005 0.142 0.054 0.183 -0.099 0.054 0.134 0.022 0.163 0.002 -0.026 0.189 0.012 0.138 0.204 -0.035 -0.216 0.124 0.164 0.013 0.174 0.213 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.03904273871754693}), (, {'error': 0.15633118989177386}), (, {'error': 0.25880160836529265}), (, {'error': 0.3485407605184694}), (, {'error': 0.47682159479743064}), (, {'error': 0.17205302584208093}), (, {'error': 0.25327854735994526}), (, {'error': 0.1631060930058894}), (, {'error': 0.15182804288354523}), (, {'error': 0.22298470478071186}), (, {'error': 0.4409190184567352}), (, {'error': 0.9474288438473}), (, {'error': 0.7861297967846936}), (, {'error': 0.19607375427785323}), (, {'error': 0.02662650291773272}), (, {'error': 0.012735844473052316}), (, {'error': 0.18326429934808464}), (, {'error': 1.3878867436498044}), (, {'error': 0.25095199896166176}), (, {'error': 0.06256223725000343}), (, {'error': 0.06692489195128937}), (, {'error': 0.8766376747079243}), (, {'error': 0.2603412421995488}), (, {'error': 0.28388155306574914})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 1/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=102 (102 total) |\n", + "| EDM = 2.51E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1998,68 +2061,68 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 296683.1850103811\n", + "Function minimum: 297771.7725102385\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.512 | 0.022 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.78 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | 3.82 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | 5.2 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.20 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.95 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.96 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | 1.681 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | -5.33 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -5.66 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.29 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | -2.47 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.61 | 0.14 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.37 | 0.08 | | | -2 | 2 | |\n", - "| 17| DDstar_s | -0.30 | 0.05 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.55 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.36 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.02 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.50 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 19.8 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.103 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 0.88 | 0.14 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.45 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.11 | 0.06 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 0.70 | 0.12 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.38 | 0.23 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.03 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.50 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.21 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.07 | 0.10 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 19 | 6 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 0.006 | 1.208 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.08 | 2.28 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -0.985 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.517 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.65 | 0.18 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.493 | 0.026 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.07 | 0.06 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -0.021 | 2.099 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.20 | 0.26 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.001 -0.000 -0.000 0.000 0.000 0.000 -0.000 -0.002 0.001 0.000 -0.031 0.001 0.000 0.000 0.000 0.001 0.000 -0.000 0.000 0.000 -0.007 0.000 -0.000 |\n", - "| bplus_0 | -0.001 1.000 0.069 0.004 0.052 -0.039 -0.035 0.004 0.030 -0.824 0.054 0.122 0.004 0.054 0.042 0.011 -0.077 0.003 0.014 0.037 0.015 0.218 0.023 -0.016 |\n", - "| p3770_p | -0.000 0.069 1.000 -0.058 0.288 -0.295 -0.411 -0.058 0.037 0.167 0.250 0.025 -0.006 0.185 0.126 -0.231 -0.085 -0.046 -0.011 -0.030 -0.081 0.039 -0.284 -0.018 |\n", - "| Dbar_s | -0.000 0.004 -0.058 1.000 -0.066 -0.003 0.026 0.027 0.005 0.012 -0.072 0.002 -0.002 -0.055 -0.043 -0.017 0.016 -0.006 0.017 0.009 -0.042 0.004 -0.015 -0.002 |\n", - "| p4160_p | 0.000 0.052 0.288 -0.066 1.000 -0.334 -0.182 -0.505 0.047 0.085 0.162 0.019 -0.012 0.090 0.317 -0.278 0.044 -0.104 -0.018 -0.208 -0.075 0.027 -0.142 -0.025 |\n", - "| DDstar_p | 0.000 -0.039 -0.295 -0.003 -0.334 1.000 -0.185 0.121 -0.017 -0.371 -0.160 -0.034 -0.007 -0.171 -0.102 0.084 0.284 0.052 0.020 0.065 -0.060 -0.065 -0.029 -0.008 |\n", - "| Dbar_p | 0.000 -0.035 -0.411 0.026 -0.182 -0.185 1.000 0.026 -0.046 -0.138 -0.379 -0.020 0.004 -0.084 -0.046 0.225 0.037 -0.013 -0.052 0.037 -0.146 -0.027 0.075 0.018 |\n", - "| p4040_s | -0.000 0.004 -0.058 0.027 -0.505 0.121 0.026 1.000 0.002 0.031 -0.015 0.001 -0.001 -0.212 -0.252 0.278 -0.074 0.008 0.130 -0.024 0.086 0.003 0.171 -0.001 |\n", - "| rho_p | -0.002 0.030 0.037 0.005 0.047 -0.017 -0.046 0.002 1.000 0.009 0.042 0.048 -0.237 0.054 0.063 0.080 0.239 0.002 -0.012 0.040 0.008 0.250 0.023 -0.170 |\n", - "| bplus_1 | 0.001 -0.824 0.167 0.012 0.085 -0.371 -0.138 0.031 0.009 1.000 0.183 -0.077 -0.010 0.075 0.001 -0.135 -0.255 0.013 0.143 0.046 0.086 -0.133 0.024 0.005 |\n", - "| jpsi_p | 0.000 0.054 0.250 -0.072 0.162 -0.160 -0.379 -0.015 0.042 0.183 1.000 0.019 -0.031 0.060 0.026 -0.370 -0.192 -0.104 0.011 -0.057 0.106 0.029 0.045 -0.050 |\n", - "| omega_p | -0.031 0.122 0.025 0.002 0.019 -0.034 -0.020 0.001 0.048 -0.077 0.019 1.000 0.087 0.016 0.012 0.004 -0.007 0.001 0.008 0.009 0.009 0.664 0.005 0.043 |\n", - "| phi_p | 0.001 0.004 -0.006 -0.002 -0.012 -0.007 0.004 -0.001 -0.237 -0.010 -0.031 0.087 1.000 -0.017 -0.019 -0.016 -0.075 -0.002 0.004 -0.013 -0.004 0.019 -0.009 0.729 |\n", - "| p4040_p | 0.000 0.054 0.185 -0.055 0.090 -0.171 -0.084 -0.212 0.054 0.075 0.060 0.016 -0.017 1.000 0.090 -0.109 0.013 -0.075 0.110 0.350 -0.170 0.023 -0.130 -0.032 |\n", - "| p4415_p | 0.000 0.042 0.126 -0.043 0.317 -0.102 -0.046 -0.252 0.063 0.001 0.026 0.012 -0.019 0.090 1.000 -0.040 0.148 -0.091 -0.182 -0.209 -0.080 0.014 -0.071 -0.036 |\n", - "| Ctt | 0.000 0.011 -0.231 -0.017 -0.278 0.084 0.225 0.278 0.080 -0.135 -0.370 0.004 -0.016 -0.109 -0.040 1.000 0.539 0.015 0.138 0.234 0.199 -0.005 0.052 -0.036 |\n", - "| bplus_2 | 0.001 -0.077 -0.085 0.016 0.044 0.284 0.037 -0.074 0.239 -0.255 -0.192 -0.007 -0.075 0.013 0.148 0.539 1.000 -0.000 -0.241 -0.021 -0.064 -0.041 -0.026 -0.131 |\n", - "| DDstar_s | 0.000 0.003 -0.046 -0.006 -0.104 0.052 -0.013 0.008 0.002 0.013 -0.104 0.001 -0.002 -0.075 -0.091 0.015 -0.000 1.000 0.015 -0.009 -0.050 0.003 -0.021 -0.001 |\n", - "| p4415_s | -0.000 0.014 -0.011 0.017 -0.018 0.020 -0.052 0.130 -0.012 0.143 0.011 0.008 0.004 0.110 -0.182 0.138 -0.241 0.015 1.000 0.324 0.051 0.018 0.065 0.008 |\n", - "| p4160_s | 0.000 0.037 -0.030 0.009 -0.208 0.065 0.037 -0.024 0.040 0.046 -0.057 0.009 -0.013 0.350 -0.209 0.234 -0.021 -0.009 0.324 1.000 -0.046 0.013 0.048 -0.023 |\n", - "| psi2s_p | 0.000 0.015 -0.081 -0.042 -0.075 -0.060 -0.146 0.086 0.008 0.086 0.106 0.009 -0.004 -0.170 -0.080 0.199 -0.064 -0.050 0.051 -0.046 1.000 0.016 -0.158 -0.006 |\n", - "| rho_s | -0.007 0.218 0.039 0.004 0.027 -0.065 -0.027 0.003 0.250 -0.133 0.029 0.664 0.019 0.023 0.014 -0.005 -0.041 0.003 0.018 0.013 0.016 1.000 0.007 -0.021 |\n", - "| p3770_s | 0.000 0.023 -0.284 -0.015 -0.142 -0.029 0.075 0.171 0.023 0.024 0.045 0.005 -0.009 -0.130 -0.071 0.052 -0.026 -0.021 0.065 0.048 -0.158 0.007 1.000 -0.015 |\n", - "| phi_s | -0.000 -0.016 -0.018 -0.002 -0.025 -0.008 0.018 -0.001 -0.170 0.005 -0.050 0.043 0.729 -0.032 -0.036 -0.036 -0.131 -0.001 0.008 -0.023 -0.006 -0.021 -0.015 1.000 |\n", + "| psi2s_p | 1.000 -0.006 0.069 0.012 -0.007 0.252 -0.025 0.149 -0.043 0.169 -0.368 0.024 0.058 0.025 -0.041 -0.039 -0.016 0.005 0.072 0.212 -0.096 0.399 0.020 -0.004 |\n", + "| p4040_s | -0.006 1.000 -0.114 0.005 -0.135 0.211 0.093 -0.037 -0.019 -0.337 0.043 0.012 -0.050 0.013 0.059 0.059 0.113 -0.001 -0.061 -0.024 0.007 -0.053 0.019 0.008 |\n", + "| p4415_p | 0.069 -0.114 1.000 0.021 -0.032 0.059 0.067 0.142 -0.090 0.305 -0.124 0.046 -0.127 0.048 0.004 0.009 -0.117 0.005 0.162 0.132 0.082 0.096 0.052 0.006 |\n", + "| omega_p | 0.012 0.005 0.021 1.000 -0.019 0.016 0.024 0.017 0.012 0.020 -0.044 0.358 0.019 0.357 0.016 0.003 -0.009 0.603 0.025 -0.087 0.100 0.053 0.224 0.147 |\n", + "| DDstar_s | -0.007 -0.135 -0.032 -0.019 1.000 0.100 0.018 0.152 -0.111 0.158 -0.151 -0.038 -0.200 -0.039 0.345 0.325 -0.103 -0.016 0.033 0.149 -0.030 -0.025 -0.030 0.034 |\n", + "| Ctt | 0.252 0.211 0.059 0.016 0.100 1.000 0.061 0.013 0.195 -0.095 -0.373 0.037 0.181 0.038 -0.088 -0.086 0.152 0.005 0.009 0.195 0.379 0.280 0.035 -0.002 |\n", + "| p3770_s | -0.025 0.093 0.067 0.024 0.018 0.061 1.000 -0.033 0.031 0.099 -0.289 0.053 0.045 0.054 -0.013 -0.006 0.005 0.007 0.069 0.145 -0.029 0.256 0.052 0.001 |\n", + "| p3770_p | 0.149 -0.037 0.142 0.017 0.152 0.013 -0.033 1.000 -0.022 0.321 -0.353 0.037 0.087 0.038 -0.013 -0.002 -0.074 0.006 0.263 0.258 -0.056 0.468 0.030 -0.002 |\n", + "| p4160_s | -0.043 -0.019 -0.090 0.012 -0.111 0.195 0.031 -0.022 1.000 -0.116 0.005 0.028 -0.030 0.029 0.073 0.076 0.243 0.001 0.261 -0.030 0.050 -0.022 0.037 0.010 |\n", + "| p4160_p | 0.169 -0.337 0.305 0.020 0.158 -0.095 0.099 0.321 -0.116 1.000 -0.252 0.044 -0.188 0.046 -0.018 -0.011 -0.035 0.006 0.198 0.288 0.027 0.246 0.043 0.001 |\n", + "| Dbar_s | -0.368 0.043 -0.124 -0.044 -0.151 -0.373 -0.289 -0.353 0.005 -0.252 1.000 -0.099 -0.520 -0.100 0.238 0.223 0.049 -0.021 -0.309 -0.157 0.145 -0.735 -0.066 0.020 |\n", + "| phi_s | 0.024 0.012 0.046 0.358 -0.038 0.037 0.053 0.037 0.028 0.044 -0.099 1.000 0.041 0.995 0.036 0.016 -0.018 0.048 0.055 -0.213 0.227 0.120 0.630 0.129 |\n", + "| DDstar_p | 0.058 -0.050 -0.127 0.019 -0.200 0.181 0.045 0.087 -0.030 -0.188 -0.520 0.041 1.000 0.041 -0.242 -0.228 0.037 0.013 -0.010 -0.199 -0.064 0.660 0.031 -0.024 |\n", + "| phi_p | 0.025 0.013 0.048 0.357 -0.039 0.038 0.054 0.038 0.029 0.046 -0.100 0.995 0.041 1.000 0.037 0.018 -0.018 0.044 0.056 -0.216 0.236 0.121 0.628 0.131 |\n", + "| bplus_1 | -0.041 0.059 0.004 0.016 0.345 -0.088 -0.013 -0.013 0.073 -0.018 0.238 0.036 -0.242 0.037 1.000 -0.258 0.103 0.003 -0.032 -0.025 -0.142 -0.163 0.059 0.024 |\n", + "| bplus_0 | -0.039 0.059 0.009 0.003 0.325 -0.086 -0.006 -0.002 0.076 -0.011 0.223 0.016 -0.228 0.018 -0.258 1.000 0.098 -0.021 -0.025 -0.035 -0.109 -0.150 0.036 0.091 |\n", + "| p4415_s | -0.016 0.113 -0.117 -0.009 -0.103 0.152 0.005 -0.074 0.243 -0.035 0.049 -0.018 0.037 -0.018 0.103 0.098 1.000 -0.005 0.029 -0.057 -0.111 -0.024 -0.018 0.006 |\n", + "| omega_s | 0.005 -0.001 0.005 0.603 -0.016 0.005 0.007 0.006 0.001 0.006 -0.021 0.048 0.013 0.044 0.003 -0.021 -0.005 1.000 0.008 -0.024 0.025 0.021 0.152 -0.203 |\n", + "| p4040_p | 0.072 -0.061 0.162 0.025 0.033 0.009 0.069 0.263 0.261 0.198 -0.309 0.055 -0.010 0.056 -0.032 -0.025 0.029 0.008 1.000 0.170 0.004 0.279 0.054 0.000 |\n", + "| jpsi_p | 0.212 -0.024 0.132 -0.087 0.149 0.195 0.145 0.258 -0.030 0.288 -0.157 -0.213 -0.199 -0.216 -0.025 -0.035 -0.057 -0.024 0.170 1.000 -0.089 0.278 -0.187 -0.024 |\n", + "| bplus_2 | -0.096 0.007 0.082 0.100 -0.030 0.379 -0.029 -0.056 0.050 0.027 0.145 0.227 -0.064 0.236 -0.142 -0.109 -0.111 0.025 0.004 -0.089 1.000 -0.083 0.293 0.041 |\n", + "| Dbar_p | 0.399 -0.053 0.096 0.053 -0.025 0.280 0.256 0.468 -0.022 0.246 -0.735 0.120 0.660 0.121 -0.163 -0.150 -0.024 0.021 0.279 0.278 -0.083 1.000 0.090 -0.010 |\n", + "| rho_p | 0.020 0.019 0.052 0.224 -0.030 0.035 0.052 0.030 0.037 0.043 -0.066 0.630 0.031 0.628 0.059 0.036 -0.018 0.152 0.054 -0.187 0.293 0.090 1.000 0.237 |\n", + "| rho_s | -0.004 0.008 0.006 0.147 0.034 -0.002 0.001 -0.002 0.010 0.001 0.020 0.129 -0.024 0.131 0.024 0.091 0.006 -0.203 0.000 -0.024 0.041 -0.010 0.237 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.525680379073008}), (, {'error': 0.02207235527349316}), (, {'error': 0.11343595775266557}), (, {'error': 0.03618310665932811}), (, {'error': 0.09949384100148517}), (, {'error': 0.3808783318160245}), (, {'error': 0.3535462990363385}), (, {'error': 0.1750004739296166}), (, {'error': 0.3007303858774737}), (, {'error': 0.04619582464412908}), (, {'error': 0.024960652656695004}), (, {'error': 0.22130711307575224}), (, {'error': 0.2461879166128753}), (, {'error': 0.14614016890582704}), (, {'error': 0.14435100437895199}), (, {'error': 0.1375287156270839}), (, {'error': 0.08217225999599143}), (, {'error': 0.04911032929419584}), (, {'error': 0.19713982348564196}), (, {'error': 0.17244193473434555}), (, {'error': 0.032470914854760835}), (, {'error': 0.352537831138418}), (, {'error': 0.2497690977962057}), (, {'error': 1.1844440265383138})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.03094151738428419}), (, {'error': 0.14396383023976922}), (, {'error': 0.14452489316582118}), (, {'error': 0.2808036980534534}), (, {'error': 0.06338920485481546}), (, {'error': 0.12425549885085063}), (, {'error': 0.22781196491320355}), (, {'error': 0.11205764321878675}), (, {'error': 0.13744403075757838}), (, {'error': 0.08510694244154848}), (, {'error': 0.10252251028609816}), (, {'error': 6.271385493504894}), (, {'error': 1.208324373945799}), (, {'error': 2.278731730339911}), (, {'error': 0.013356685157403292}), (, {'error': 0.00710386079878722}), (, {'error': 0.1636188866729421}), (, {'error': 1.075687782014136}), (, {'error': 0.17584340497235895}), (, {'error': 0.02616650494123185}), (, {'error': 0.0560190848186598}), (, {'error': 2.0986604454311903}), (, {'error': 0.3092725065102324}), (, {'error': 0.25817262038386984})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2067,8 +2130,8 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1255 (1255 total) |\n", - "| EDM = 0.0112 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1123 (1123 total) |\n", + "| EDM = 0.0133 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2078,68 +2141,68 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296679.8728610612\n", + "Function minimum: 297769.6545429738\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.511 | 0.017 | | | -2 | 2 | |\n", - "| 2 | p3770_p | -3.34 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | -0.30 | 0.46 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | 3.85 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | -5.0 | 1.1 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 0.8 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.13 | 0.19 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | -0.38 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.99 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | 4.69 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | 0.93 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | 0.61 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.46 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | 3.80 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.39 | 0.18 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.32 | 0.11 | | | -2 | 2 | |\n", - "| 17| DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.49 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.72 | 0.26 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 19.9 | 1.1 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.08 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.58 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.5 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.30 | 0.57 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.09 | 0.16 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.25 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.15 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.11 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.025 | 0.020 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.522 | 0.010 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.3 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.56 | 0.06 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.003 | 0.063 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.27 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.004 -0.004 0.003 -0.003 -0.005 0.003 0.002 -0.007 -0.003 -0.002 -0.122 0.003 -0.002 -0.001 0.000 0.006 -0.005 0.001 0.002 -0.001 -0.021 -0.001 -0.002 |\n", - "| bplus_0 | -0.004 1.000 0.402 -0.215 0.353 0.517 -0.204 -0.205 0.046 0.047 0.245 0.136 0.012 0.241 0.140 -0.005 -0.421 0.474 -0.051 -0.109 0.069 0.267 0.113 0.005 |\n", - "| p3770_p | -0.004 0.402 1.000 -0.384 0.738 0.778 -0.612 -0.415 -0.001 0.595 0.584 0.096 0.032 0.582 0.419 0.054 -0.523 0.756 -0.245 -0.233 0.214 0.193 0.093 0.040 |\n", - "| Dbar_s | 0.003 -0.215 -0.384 1.000 -0.449 -0.611 0.622 0.313 0.036 -0.351 -0.215 -0.051 -0.027 -0.396 -0.246 -0.324 0.393 -0.488 0.206 0.159 -0.182 -0.109 -0.242 -0.043 |\n", - "| p4160_p | -0.003 0.353 0.738 -0.449 1.000 0.732 -0.615 -0.622 0.001 0.529 0.609 0.087 0.030 0.596 0.552 0.016 -0.450 0.780 -0.234 -0.300 0.266 0.174 0.203 0.037 |\n", - "| DDstar_p | -0.005 0.517 0.778 -0.611 0.732 1.000 -0.673 -0.500 0.009 0.783 0.547 0.124 0.034 0.533 0.314 0.161 -0.675 0.827 -0.257 -0.313 0.219 0.252 0.243 0.048 |\n", - "| Dbar_p | 0.003 -0.204 -0.612 0.622 -0.615 -0.673 1.000 0.391 0.051 -0.346 -0.438 -0.050 -0.036 -0.586 -0.373 -0.421 0.423 -0.409 0.255 0.181 -0.398 -0.106 -0.332 -0.053 |\n", - "| p4040_s | 0.002 -0.205 -0.415 0.313 -0.622 -0.500 0.391 1.000 0.025 -0.328 -0.296 -0.050 -0.024 -0.417 -0.347 0.127 0.313 -0.417 0.256 0.161 -0.095 -0.105 -0.018 -0.037 |\n", - "| rho_p | -0.007 0.046 -0.001 0.036 0.001 0.009 0.051 0.025 1.000 0.030 -0.076 0.058 -0.245 0.005 0.027 0.058 0.192 0.016 0.007 0.045 -0.027 0.263 0.010 -0.163 |\n", - "| bplus_1 | -0.003 0.047 0.595 -0.351 0.529 0.783 -0.346 -0.328 0.030 1.000 0.422 0.078 0.017 0.357 0.194 -0.016 -0.618 0.715 -0.091 -0.201 0.129 0.165 0.159 0.031 |\n", - "| jpsi_p | -0.002 0.245 0.584 -0.215 0.609 0.547 -0.438 -0.296 -0.076 0.422 1.000 0.067 0.039 0.456 0.394 0.203 -0.328 0.685 -0.195 -0.171 0.285 0.140 0.220 0.060 |\n", - "| omega_p | -0.122 0.136 0.096 -0.051 0.087 0.124 -0.050 -0.050 0.058 0.078 0.067 1.000 0.077 0.059 0.038 0.009 -0.080 0.118 -0.017 -0.028 0.019 0.639 0.026 0.038 |\n", - "| phi_p | 0.003 0.012 0.032 -0.027 0.030 0.034 -0.036 -0.024 -0.245 0.017 0.039 0.077 1.000 0.019 0.007 -0.006 -0.080 0.035 -0.010 -0.023 0.016 0.017 0.005 0.689 |\n", - "| p4040_p | -0.002 0.241 0.582 -0.396 0.596 0.533 -0.586 -0.417 0.005 0.357 0.456 0.059 0.019 1.000 0.422 0.088 -0.326 0.554 -0.131 0.096 0.178 0.116 0.154 0.022 |\n", - "| p4415_p | -0.001 0.140 0.419 -0.246 0.552 0.314 -0.373 -0.347 0.027 0.194 0.394 0.038 0.007 0.422 1.000 0.073 -0.108 0.439 -0.251 -0.225 0.190 0.070 0.138 0.003 |\n", - "| Ctt | 0.000 -0.005 0.054 -0.324 0.016 0.161 -0.421 0.127 0.058 -0.016 0.203 0.009 -0.006 0.088 0.073 1.000 0.288 0.011 0.074 0.169 0.320 0.007 0.143 -0.018 |\n", - "| bplus_2 | 0.006 -0.421 -0.523 0.393 -0.450 -0.675 0.423 0.313 0.192 -0.618 -0.328 -0.080 -0.080 -0.326 -0.108 0.288 1.000 -0.569 0.042 0.221 -0.155 -0.183 -0.161 -0.131 |\n", - "| DDstar_s | -0.005 0.474 0.756 -0.488 0.780 0.827 -0.409 -0.417 0.016 0.715 0.685 0.118 0.035 0.554 0.439 0.011 -0.569 1.000 -0.220 -0.244 0.263 0.235 0.229 0.044 |\n", - "| p4415_s | 0.001 -0.051 -0.245 0.206 -0.234 -0.257 0.255 0.256 0.007 -0.091 -0.195 -0.017 -0.010 -0.131 -0.251 0.074 0.042 -0.220 1.000 0.358 -0.078 -0.034 -0.043 -0.015 |\n", - "| p4160_s | 0.002 -0.109 -0.233 0.159 -0.300 -0.313 0.181 0.161 0.045 -0.201 -0.171 -0.028 -0.023 0.096 -0.225 0.169 0.221 -0.244 0.358 1.000 -0.085 -0.063 -0.023 -0.039 |\n", - "| psi2s_p | -0.001 0.069 0.214 -0.182 0.266 0.219 -0.398 -0.095 -0.027 0.129 0.285 0.019 0.016 0.178 0.190 0.320 -0.155 0.263 -0.078 -0.085 1.000 0.041 0.014 0.023 |\n", - "| rho_s | -0.021 0.267 0.193 -0.109 0.174 0.252 -0.106 -0.105 0.263 0.165 0.140 0.639 0.017 0.116 0.070 0.007 -0.183 0.235 -0.034 -0.063 0.041 1.000 0.051 -0.015 |\n", - "| p3770_s | -0.001 0.113 0.093 -0.242 0.203 0.243 -0.332 -0.018 0.010 0.159 0.220 0.026 0.005 0.154 0.138 0.143 -0.161 0.229 -0.043 -0.023 0.014 0.051 1.000 0.004 |\n", - "| phi_s | -0.002 0.005 0.040 -0.043 0.037 0.048 -0.053 -0.037 -0.163 0.031 0.060 0.038 0.689 0.022 0.003 -0.018 -0.131 0.044 -0.015 -0.039 0.023 -0.015 0.004 1.000 |\n", + "| psi2s_p | 1.000 0.160 0.556 -0.006 0.649 -0.261 0.167 0.459 0.110 0.622 0.091 0.042 0.475 0.049 0.379 0.354 -0.154 -0.026 0.465 0.640 0.102 0.527 -0.019 0.075 |\n", + "| p4040_s | 0.160 1.000 0.117 -0.001 0.230 0.056 0.186 0.140 0.059 0.066 0.050 0.005 0.084 0.013 0.179 0.173 0.069 -0.009 0.064 0.207 0.056 0.225 0.014 0.033 |\n", + "| p4415_p | 0.556 0.117 1.000 -0.005 0.839 -0.500 0.321 0.621 0.114 0.835 0.142 0.045 0.622 0.060 0.494 0.468 -0.275 -0.030 0.678 0.792 0.238 0.757 -0.001 0.098 |\n", + "| omega_p | -0.006 -0.001 -0.005 1.000 -0.009 0.006 -0.001 -0.006 -0.000 -0.007 -0.004 0.009 -0.014 -0.036 -0.001 -0.015 -0.001 0.728 -0.004 -0.016 0.020 -0.011 0.031 0.075 |\n", + "| DDstar_s | 0.649 0.230 0.839 -0.009 1.000 -0.607 0.365 0.675 0.210 0.925 0.201 0.064 0.768 0.075 0.611 0.576 -0.246 -0.039 0.734 0.921 0.222 0.951 -0.022 0.119 |\n", + "| Ctt | -0.261 0.056 -0.500 0.006 -0.607 1.000 -0.217 -0.450 0.038 -0.614 -0.244 -0.043 -0.429 -0.043 -0.385 -0.366 0.287 0.024 -0.505 -0.484 0.246 -0.612 0.040 -0.069 |\n", + "| p3770_s | 0.167 0.186 0.321 -0.001 0.365 -0.217 1.000 0.150 0.108 0.345 -0.001 0.012 0.272 0.024 0.227 0.219 -0.067 -0.011 0.252 0.377 0.066 0.278 0.011 0.042 |\n", + "| p3770_p | 0.459 0.140 0.621 -0.006 0.675 -0.450 0.150 1.000 0.134 0.704 0.147 0.043 0.602 0.053 0.416 0.398 -0.214 -0.027 0.605 0.677 0.126 0.534 -0.016 0.079 |\n", + "| p4160_s | 0.110 0.059 0.114 -0.000 0.210 0.038 0.108 0.134 1.000 0.141 0.029 -0.003 0.086 0.010 0.177 0.175 0.203 -0.007 0.352 0.187 0.089 0.197 0.027 0.032 |\n", + "| p4160_p | 0.622 0.066 0.835 -0.007 0.925 -0.614 0.345 0.704 0.141 1.000 0.165 0.057 0.740 0.069 0.545 0.515 -0.237 -0.035 0.736 0.880 0.218 0.825 -0.016 0.107 |\n", + "| Dbar_s | 0.091 0.050 0.142 -0.004 0.201 -0.244 -0.001 0.147 0.029 0.165 1.000 0.008 0.050 0.015 0.202 0.193 -0.020 -0.013 0.088 0.206 0.104 0.228 0.007 0.038 |\n", + "| phi_s | 0.042 0.005 0.045 0.009 0.064 -0.043 0.012 0.043 -0.003 0.057 0.008 1.000 0.053 0.612 0.026 0.023 -0.014 -0.015 0.039 0.072 -0.083 0.058 -0.101 -0.026 |\n", + "| DDstar_p | 0.475 0.084 0.622 -0.014 0.768 -0.429 0.272 0.602 0.086 0.740 0.050 0.053 1.000 0.062 0.655 0.619 -0.244 -0.044 0.576 0.727 0.138 0.698 -0.020 0.123 |\n", + "| phi_p | 0.049 0.013 0.060 -0.036 0.075 -0.043 0.024 0.053 0.010 0.069 0.015 0.612 0.062 1.000 0.034 0.038 -0.017 -0.099 0.052 0.073 -0.027 0.068 -0.202 0.010 |\n", + "| bplus_1 | 0.379 0.179 0.494 -0.001 0.611 -0.385 0.227 0.416 0.177 0.545 0.202 0.026 0.655 0.034 1.000 0.098 -0.060 -0.018 0.425 0.535 -0.034 0.597 0.024 0.079 |\n", + "| bplus_0 | 0.354 0.173 0.468 -0.015 0.576 -0.366 0.219 0.398 0.175 0.515 0.193 0.023 0.619 0.038 0.098 1.000 -0.054 -0.046 0.404 0.497 0.011 0.563 0.007 0.146 |\n", + "| p4415_s | -0.154 0.069 -0.275 -0.001 -0.246 0.287 -0.067 -0.214 0.203 -0.237 -0.020 -0.014 -0.244 -0.017 -0.060 -0.054 1.000 0.004 -0.162 -0.242 -0.167 -0.216 -0.002 -0.018 |\n", + "| omega_s | -0.026 -0.009 -0.030 0.728 -0.039 0.024 -0.011 -0.027 -0.007 -0.035 -0.013 -0.015 -0.044 -0.099 -0.018 -0.046 0.004 1.000 -0.026 -0.046 0.020 -0.040 0.186 -0.207 |\n", + "| p4040_p | 0.465 0.064 0.678 -0.004 0.734 -0.505 0.252 0.605 0.352 0.736 0.088 0.039 0.576 0.052 0.425 0.404 -0.162 -0.026 1.000 0.708 0.176 0.621 -0.003 0.083 |\n", + "| jpsi_p | 0.640 0.207 0.792 -0.016 0.921 -0.484 0.377 0.677 0.187 0.880 0.206 0.072 0.727 0.073 0.535 0.497 -0.242 -0.046 0.708 1.000 0.202 0.816 -0.057 0.107 |\n", + "| bplus_2 | 0.102 0.056 0.238 0.020 0.222 0.246 0.066 0.126 0.089 0.218 0.104 -0.083 0.138 -0.027 -0.034 0.011 -0.167 0.020 0.176 0.202 1.000 0.231 0.215 0.034 |\n", + "| Dbar_p | 0.527 0.225 0.757 -0.011 0.951 -0.612 0.278 0.534 0.197 0.825 0.228 0.058 0.698 0.068 0.597 0.563 -0.216 -0.040 0.621 0.816 0.231 1.000 -0.020 0.116 |\n", + "| rho_p | -0.019 0.014 -0.001 0.031 -0.022 0.040 0.011 -0.016 0.027 -0.016 0.007 -0.101 -0.020 -0.202 0.024 0.007 -0.002 0.186 -0.003 -0.057 0.215 -0.020 1.000 0.213 |\n", + "| rho_s | 0.075 0.033 0.098 0.075 0.119 -0.069 0.042 0.079 0.032 0.107 0.038 -0.026 0.123 0.010 0.079 0.146 -0.018 -0.207 0.083 0.107 0.034 0.116 0.213 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.6828714770844417}), (, {'error': 0.017213810473602598}), (, {'error': 0.1669872439856892}), (, {'error': 0.4587401965716338}), (, {'error': 0.16725710271948824}), (, {'error': 1.1070258307403715}), (, {'error': 0.6673753412101515}), (, {'error': 0.19273514016275872}), (, {'error': 0.31222268239435724}), (, {'error': 0.04914242208045405}), (, {'error': 0.03592824962744956}), (, {'error': 0.21419759833574847}), (, {'error': 0.22875082760152043}), (, {'error': 0.2097373545461556}), (, {'error': 0.17561131353278725}), (, {'error': 0.1765648280036929}), (, {'error': 0.10601597248571426}), (, {'error': 0.5671660697555896}), (, {'error': 0.19702036437940162}), (, {'error': 0.17344156266937172}), (, {'error': 0.03612138672594423}), (, {'error': 0.34707836809237436}), (, {'error': 0.25712641295716976}), (, {'error': 1.1117746399794743})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.040875103294276904}), (, {'error': 0.15323969429591427}), (, {'error': 0.2761985265570077}), (, {'error': 0.319968490820568}), (, {'error': 0.5706827514954708}), (, {'error': 0.1635222227693951}), (, {'error': 0.24878529694946816}), (, {'error': 0.14392115521165838}), (, {'error': 0.14821190280600893}), (, {'error': 0.22049748941379033}), (, {'error': 0.10883413155212007}), (, {'error': 0.9030318112278302}), (, {'error': 0.3625907906775532}), (, {'error': 0.18653839133411365}), (, {'error': 0.019642162661811846}), (, {'error': 0.009781828139861393}), (, {'error': 0.17535992757596863}), (, {'error': 1.2753430330281827}), (, {'error': 0.2468201639274603}), (, {'error': 0.06270787909640463}), (, {'error': 0.06274181468644147}), (, {'error': 1.0412071642458698}), (, {'error': 0.2502540686576471}), (, {'error': 0.2727690610070933})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2147,8 +2210,8 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1475 (1475 total) |\n", - "| EDM = 0.00166 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1168 (1168 total) |\n", + "| EDM = 0.00258 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2158,68 +2221,68 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296679.8773376704\n", + "Function minimum: 297769.6520309315\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | 0.511 | 0.022 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.94 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | -2.44 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | 4.4 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | 4.0 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 1.13 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.87 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | -0.99 | 0.05 | | | -2 | 2 | |\n", - "| 10| jpsi_p | -1.587 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | -5.39 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -0.24 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | 3.46 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | 3.80 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.38 | 0.18 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | -0.31 | 0.10 | | | -2 | 2 | |\n", - "| 17| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 1.49 | 0.20 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 2.38 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.72 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 16.9 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.32 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.51 | 0.28 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.022 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.050 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.24 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 -0.022 -0.004 0.000 0.001 -0.011 0.005 0.002 -0.034 0.008 0.005 -0.486 0.015 0.002 0.005 0.002 0.018 -0.004 -0.002 0.003 0.002 -0.121 0.001 -0.001 |\n", - "| bplus_0 | -0.022 1.000 0.029 0.009 0.000 0.058 0.020 0.012 0.036 -0.684 -0.081 0.122 0.002 0.002 -0.006 0.005 -0.064 0.020 0.025 0.029 -0.032 0.225 0.013 -0.016 |\n", - "| p3770_p | -0.004 0.029 1.000 -0.004 0.408 0.475 -0.587 -0.199 -0.024 0.145 0.175 0.013 -0.004 0.335 0.168 0.069 -0.208 0.209 -0.121 -0.085 0.049 0.030 -0.111 0.005 |\n", - "| Dbar_s | 0.000 0.009 -0.004 1.000 -0.042 -0.143 0.206 0.044 0.016 0.000 0.061 0.003 0.001 -0.062 -0.018 -0.143 0.042 -0.031 0.038 0.011 -0.029 0.004 -0.057 -0.005 |\n", - "| p4160_p | 0.001 0.000 0.408 -0.042 1.000 0.227 -0.551 -0.536 -0.018 -0.063 0.243 -0.005 -0.001 0.354 0.414 -0.006 0.003 0.193 -0.122 -0.183 0.130 -0.010 0.040 0.002 |\n", - "| DDstar_p | -0.011 0.058 0.475 -0.143 0.227 1.000 -0.555 -0.279 0.003 0.561 0.015 0.052 -0.003 0.115 -0.141 0.107 -0.513 0.268 -0.048 -0.194 -0.016 0.111 0.058 0.009 |\n", - "| Dbar_p | 0.005 0.020 -0.587 0.206 -0.551 -0.555 1.000 0.255 0.047 -0.093 -0.397 -0.003 -0.003 -0.487 -0.273 -0.381 0.192 -0.063 0.153 0.074 -0.378 -0.011 -0.245 -0.020 |\n", - "| p4040_s | 0.002 0.012 -0.199 0.044 -0.536 -0.279 0.255 1.000 0.033 -0.059 -0.048 -0.001 0.003 -0.254 -0.217 0.209 0.108 -0.081 0.184 0.080 0.019 -0.008 0.103 -0.009 |\n", - "| rho_p | -0.034 0.036 -0.024 0.016 -0.018 0.003 0.047 0.033 1.000 0.006 -0.121 0.089 0.143 -0.002 0.021 0.083 0.218 0.004 0.007 0.051 -0.028 0.257 0.012 0.146 |\n", - "| bplus_1 | 0.008 -0.684 0.145 0.000 -0.063 0.561 -0.093 -0.059 0.006 1.000 -0.129 -0.043 0.003 -0.076 -0.227 -0.091 -0.437 0.197 0.127 -0.057 -0.096 -0.066 -0.011 0.018 |\n", - "| jpsi_p | 0.005 -0.081 0.175 0.061 0.243 0.015 -0.397 -0.048 -0.121 -0.129 1.000 -0.024 -0.033 0.204 0.208 0.387 0.132 0.151 -0.103 -0.006 0.209 -0.032 0.134 -0.001 |\n", - "| omega_p | -0.486 0.122 0.013 0.003 -0.005 0.052 -0.003 -0.001 0.089 -0.043 -0.024 1.000 0.033 -0.006 -0.015 0.008 -0.021 0.020 0.011 0.002 -0.012 0.639 0.001 0.018 |\n", - "| phi_p | 0.015 0.002 -0.004 0.001 -0.001 -0.003 -0.003 0.003 0.143 0.003 -0.033 0.033 1.000 0.002 0.004 0.003 0.020 -0.000 0.000 0.005 -0.002 0.026 0.003 0.753 |\n", - "| p4040_p | 0.002 0.002 0.335 -0.062 0.354 0.115 -0.487 -0.254 -0.002 -0.076 0.204 -0.006 0.002 1.000 0.275 0.081 0.020 0.096 -0.015 0.289 0.069 -0.014 0.028 -0.001 |\n", - "| p4415_p | 0.005 -0.006 0.168 -0.018 0.414 -0.141 -0.273 -0.217 0.021 -0.227 0.208 -0.015 0.004 0.275 1.000 0.104 0.245 0.057 -0.216 -0.138 0.120 -0.038 0.048 -0.009 |\n", - "| Ctt | 0.002 0.005 0.069 -0.143 -0.006 0.107 -0.381 0.209 0.083 -0.091 0.387 0.008 0.003 0.081 0.104 1.000 0.471 -0.043 0.108 0.224 0.369 -0.001 0.123 -0.023 |\n", - "| bplus_2 | 0.018 -0.064 -0.208 0.042 0.003 -0.513 0.192 0.108 0.218 -0.437 0.132 -0.021 0.020 0.020 0.245 0.471 1.000 -0.154 -0.149 0.117 0.045 -0.075 -0.013 -0.055 |\n", - "| DDstar_s | -0.004 0.020 0.209 -0.031 0.193 0.268 -0.063 -0.081 0.004 0.197 0.151 0.020 -0.000 0.096 0.057 -0.043 -0.154 1.000 -0.014 -0.046 0.030 0.042 0.028 0.003 |\n", - "| p4415_s | -0.002 0.025 -0.121 0.038 -0.122 -0.048 0.153 0.184 0.007 0.127 -0.103 0.011 0.000 -0.015 -0.216 0.108 -0.149 -0.014 1.000 0.327 -0.029 0.023 0.021 -0.001 |\n", - "| p4160_s | 0.003 0.029 -0.085 0.011 -0.183 -0.194 0.074 0.080 0.051 -0.057 -0.006 0.002 0.005 0.289 -0.138 0.224 0.117 -0.046 0.327 1.000 -0.011 -0.004 0.045 -0.014 |\n", - "| psi2s_p | 0.002 -0.032 0.049 -0.029 0.130 -0.016 -0.378 0.019 -0.028 -0.096 0.209 -0.012 -0.002 0.069 0.120 0.369 0.045 0.030 -0.029 -0.011 1.000 -0.023 -0.038 0.004 |\n", - "| rho_s | -0.121 0.225 0.030 0.004 -0.010 0.111 -0.011 -0.008 0.257 -0.066 -0.032 0.639 0.026 -0.014 -0.038 -0.001 -0.075 0.042 0.023 -0.004 -0.023 1.000 -0.001 0.024 |\n", - "| p3770_s | 0.001 0.013 -0.111 -0.057 0.040 0.058 -0.245 0.103 0.012 -0.011 0.134 0.001 0.003 0.028 0.048 0.123 -0.013 0.028 0.021 0.045 -0.038 -0.001 1.000 -0.003 |\n", - "| phi_s | -0.001 -0.016 0.005 -0.005 0.002 0.009 -0.020 -0.009 0.146 0.018 -0.001 0.018 0.753 -0.001 -0.009 -0.023 -0.055 0.003 -0.001 -0.014 0.004 0.024 -0.003 1.000 |\n", + "| psi2s_p | 1.000 0.478 0.729 0.013 0.839 -0.411 0.475 0.651 0.300 0.800 -0.054 0.072 0.638 0.074 0.465 0.445 -0.227 -0.000 0.670 0.809 0.221 0.773 -0.029 0.055 |\n", + "| p4040_s | 0.478 1.000 0.455 0.010 0.571 -0.199 0.418 0.460 0.197 0.459 -0.038 0.044 0.382 0.050 0.360 0.349 -0.085 -0.000 0.416 0.544 0.166 0.548 -0.008 0.040 |\n", + "| p4415_p | 0.729 0.455 1.000 0.015 0.872 -0.501 0.551 0.707 0.288 0.859 -0.061 0.071 0.661 0.077 0.486 0.467 -0.284 0.001 0.747 0.838 0.300 0.826 -0.019 0.056 |\n", + "| omega_p | 0.013 0.010 0.015 1.000 0.016 -0.010 0.011 0.013 0.007 0.016 -0.002 0.015 0.009 -0.012 0.012 0.006 -0.006 0.615 0.014 0.011 0.018 0.014 -0.016 0.109 |\n", + "| DDstar_s | 0.839 0.571 0.872 0.016 1.000 -0.583 0.627 0.786 0.383 0.950 -0.054 0.088 0.784 0.090 0.558 0.534 -0.272 0.000 0.821 0.955 0.304 0.969 -0.035 0.065 |\n", + "| Ctt | -0.411 -0.199 -0.501 -0.010 -0.583 1.000 -0.376 -0.495 -0.093 -0.596 -0.061 -0.046 -0.425 -0.046 -0.325 -0.317 0.289 -0.002 -0.535 -0.508 0.138 -0.589 0.021 -0.037 |\n", + "| p3770_s | 0.475 0.418 0.551 0.011 0.627 -0.376 1.000 0.414 0.259 0.594 -0.074 0.047 0.479 0.055 0.360 0.349 -0.156 0.001 0.492 0.615 0.187 0.568 -0.007 0.040 |\n", + "| p3770_p | 0.651 0.460 0.707 0.013 0.786 -0.495 0.414 1.000 0.303 0.779 -0.015 0.068 0.660 0.071 0.438 0.423 -0.238 -0.000 0.690 0.767 0.233 0.708 -0.027 0.049 |\n", + "| p4160_s | 0.300 0.197 0.288 0.007 0.383 -0.093 0.259 0.303 1.000 0.332 -0.037 0.024 0.233 0.033 0.273 0.267 0.078 -0.001 0.458 0.361 0.140 0.367 0.005 0.028 |\n", + "| p4160_p | 0.800 0.459 0.859 0.016 0.950 -0.596 0.594 0.779 0.332 1.000 -0.056 0.081 0.760 0.085 0.516 0.495 -0.250 0.001 0.801 0.915 0.305 0.895 -0.029 0.060 |\n", + "| Dbar_s | -0.054 -0.038 -0.061 -0.002 -0.054 -0.061 -0.074 -0.015 -0.037 -0.056 1.000 -0.004 -0.124 -0.002 0.056 0.056 0.027 -0.003 -0.072 -0.024 0.052 -0.041 0.004 0.004 |\n", + "| phi_s | 0.072 0.044 0.071 0.015 0.088 -0.046 0.047 0.068 0.024 0.081 -0.004 1.000 0.074 0.532 0.033 0.031 -0.022 -0.001 0.067 0.091 -0.046 0.085 -0.057 -0.021 |\n", + "| DDstar_p | 0.638 0.382 0.661 0.009 0.784 -0.425 0.479 0.660 0.233 0.760 -0.124 0.074 1.000 0.075 0.601 0.579 -0.271 -0.007 0.647 0.761 0.248 0.743 -0.036 0.067 |\n", + "| phi_p | 0.074 0.050 0.077 -0.012 0.090 -0.046 0.055 0.071 0.033 0.085 -0.002 0.532 0.075 1.000 0.041 0.043 -0.023 -0.069 0.073 0.086 0.007 0.086 -0.158 0.012 |\n", + "| bplus_1 | 0.465 0.360 0.486 0.012 0.558 -0.325 0.360 0.438 0.273 0.516 0.056 0.033 0.601 0.041 1.000 0.064 -0.065 0.004 0.445 0.511 0.025 0.554 0.024 0.046 |\n", + "| bplus_0 | 0.445 0.349 0.467 0.006 0.534 -0.317 0.349 0.423 0.267 0.495 0.056 0.031 0.579 0.043 0.064 1.000 -0.058 -0.012 0.428 0.485 0.048 0.531 0.010 0.090 |\n", + "| p4415_s | -0.227 -0.085 -0.284 -0.006 -0.272 0.289 -0.156 -0.238 0.078 -0.250 0.027 -0.022 -0.271 -0.023 -0.065 -0.058 1.000 -0.003 -0.203 -0.268 -0.179 -0.255 0.003 -0.012 |\n", + "| omega_s | -0.000 -0.000 0.001 0.615 0.000 -0.002 0.001 -0.000 -0.001 0.001 -0.003 -0.001 -0.007 -0.069 0.004 -0.012 -0.003 1.000 0.001 -0.005 0.012 -0.002 0.160 -0.195 |\n", + "| p4040_p | 0.670 0.416 0.747 0.014 0.821 -0.535 0.492 0.690 0.458 0.801 -0.072 0.067 0.647 0.073 0.445 0.428 -0.203 0.001 1.000 0.793 0.267 0.758 -0.019 0.051 |\n", + "| jpsi_p | 0.809 0.544 0.838 0.011 0.955 -0.508 0.615 0.767 0.361 0.915 -0.024 0.091 0.761 0.086 0.511 0.485 -0.268 -0.005 0.793 1.000 0.279 0.900 -0.057 0.063 |\n", + "| bplus_2 | 0.221 0.166 0.300 0.018 0.304 0.138 0.187 0.233 0.140 0.305 0.052 -0.046 0.248 0.007 0.025 0.048 -0.179 0.012 0.267 0.279 1.000 0.313 0.164 0.024 |\n", + "| Dbar_p | 0.773 0.548 0.826 0.014 0.969 -0.589 0.568 0.708 0.367 0.895 -0.041 0.085 0.743 0.086 0.554 0.531 -0.255 -0.002 0.758 0.900 0.313 1.000 -0.036 0.064 |\n", + "| rho_p | -0.029 -0.008 -0.019 -0.016 -0.035 0.021 -0.007 -0.027 0.005 -0.029 0.004 -0.057 -0.036 -0.158 0.024 0.010 0.003 0.160 -0.019 -0.057 0.164 -0.036 1.000 0.190 |\n", + "| rho_s | 0.055 0.040 0.056 0.109 0.065 -0.037 0.040 0.049 0.028 0.060 0.004 -0.021 0.067 0.012 0.046 0.090 -0.012 -0.195 0.051 0.063 0.024 0.064 0.190 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 3.9326813053812453}), (, {'error': 0.02168326819870492}), (, {'error': 0.11567469113834594}), (, {'error': 0.3764346664705315}), (, {'error': 0.11228630591590139}), (, {'error': 0.6687629557879688}), (, {'error': 0.5907017389159401}), (, {'error': 0.18083047386916495}), (, {'error': 0.31202550578599464}), (, {'error': 0.0536773058697807}), (, {'error': 0.027379017276564}), (, {'error': 0.25064367393786924}), (, {'error': 0.29421263114623963}), (, {'error': 0.1807335483053949}), (, {'error': 0.16618570579769454}), (, {'error': 0.1847024331965177}), (, {'error': 0.09957544026395992}), (, {'error': 0.39729640383541787}), (, {'error': 0.19704992509546404}), (, {'error': 0.1728843095092969}), (, {'error': 0.03621310620909046}), (, {'error': 0.3539774140551096}), (, {'error': 0.2530895447662429}), (, {'error': 1.2313732424326842})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.049503861182064846}), (, {'error': 0.15686051269399076}), (, {'error': 0.2718690942390769}), (, {'error': 0.2519423330239814}), (, {'error': 0.3206180186203151}), (, {'error': 0.12519196497567964}), (, {'error': 0.2637403929939246}), (, {'error': 0.14546000666290126}), (, {'error': 0.1361746572872864}), (, {'error': 0.21997784740669069}), (, {'error': 0.13489972545824033}), (, {'error': 0.781816623485323}), (, {'error': 0.2818596399146469}), (, {'error': 0.1606519303864382}), (, {'error': 0.012933953656024788}), (, {'error': 0.006669920378912675}), (, {'error': 0.15671876144146202}), (, {'error': 1.0075132085827794}), (, {'error': 0.2522912648117359}), (, {'error': 0.06875478374299027}), (, {'error': 0.04977991376979718}), (, {'error': 0.9326421283163144}), (, {'error': 0.22147638434726558}), (, {'error': 0.24378858443302454})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", - "Toy 0/1 - Fit 1/5\n" + "Toy 0/1 - Fit 2/5\n" ] }, { @@ -2227,95 +2290,415 @@ "output_type": "stream", "text": [ "------------------------------------------------------------------\n", - "| FCN = 2.967E+05 | Ncalls=1345 (1345 total) |\n", - "| EDM = 5.67E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1329 (1329 total) |\n", + "| EDM = 0.00412 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| True | True | False | False |\n", + "| False | True | True | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 296721.3183498728\n", + "Function minimum: 297769.67379738996\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | omega_s | 7.3 | 1.4 | | | 4.19232 | 9.40768 | |\n", - "| 1 | bplus_0 | -0.52 | 0.04 | | | -2 | 2 | |\n", - "| 2 | p3770_p | 2.93 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 3 | Dbar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | |\n", - "| 4 | p4160_p | -2.41 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 5 | DDstar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | Dbar_p | -3.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 7 | p4040_s | 0.98 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 8 | rho_p | 5.85 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 9 | bplus_1 | 1.01 | 0.08 | | | -2 | 2 | |\n", - "| 10| jpsi_p | -4.615 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 11| omega_p | 0.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 12| phi_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 13| p4040_p | -3.15 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 14| p4415_p | -6.28 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 15| Ctt | 1.24 | 0.16 | | | -1.7 | 1.7 | |\n", - "| 16| bplus_2 | 0.27 | 0.09 | | | -2 | 2 | |\n", - "| 17| DDstar_s | 0.300 | 0.026 | | | -0.3 | 0.3 | |\n", - "| 18| p4415_s | 0.126 | 0.017 | | |0.126447 | 2.35355 | |\n", - "| 19| p4160_s | 1.90 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 20| psi2s_p | 2.00 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 21| rho_s | 1.4 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 22| p3770_s | 2.42 | 0.25 | | |0.918861 | 4.08114 | |\n", - "| 23| phi_s | 18.5 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 0 | psi2s_p | 2.082 | 0.030 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.01 | 0.13 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.53 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | 0.16 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.03 | 0.22 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.31 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.52 | 0.12 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.35 | 0.08 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | -0.28 | 0.57 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.7 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 4.5 | 0.7 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.61 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.018 | 0.022 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.519 | 0.011 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.14 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.66 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.546 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.084 | | | -2 | 2 | |\n", + "| 21| Dbar_p | 0.7 | 1.2 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.22 | | |0.0253049| 2.0747 | |\n", "----------------------------------------------------------------------------------------------\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | omega_s bplus_0 p3770_p Dbar_s p4160_p DDstar_p Dbar_p p4040_s rho_p bplus_1 jpsi_p omega_p phi_p p4040_p p4415_p Ctt bplus_2 DDstar_s p4415_s p4160_s psi2s_p rho_s p3770_s phi_s |\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| omega_s | 1.000 0.158 -0.014 -0.002 -0.011 0.037 0.014 0.001 0.083 -0.146 -0.047 0.731 0.008 -0.012 0.001 0.015 -0.063 -0.002 0.000 -0.002 -0.011 -0.318 -0.005 0.079 |\n", - "| bplus_0 | 0.158 1.000 -0.040 -0.005 -0.042 0.131 0.084 -0.005 0.006 -0.951 -0.187 0.050 -0.001 -0.071 0.003 0.051 -0.221 -0.005 -0.000 -0.036 -0.038 -0.326 -0.035 0.120 |\n", - "| p3770_p | -0.014 -0.040 1.000 -0.022 0.263 -0.241 -0.407 -0.113 0.012 -0.069 0.257 -0.004 -0.001 0.161 -0.001 -0.241 0.132 -0.017 0.005 -0.043 -0.105 0.024 -0.261 -0.020 |\n", - "| Dbar_s | -0.002 -0.005 -0.022 1.000 -0.028 -0.002 0.013 0.014 0.004 -0.004 -0.029 -0.001 0.000 -0.027 0.001 -0.022 -0.005 -0.002 -0.001 -0.001 -0.024 0.003 -0.014 -0.002 |\n", - "| p4160_p | -0.011 -0.042 0.263 -0.028 1.000 -0.275 -0.182 -0.460 0.017 -0.012 0.184 -0.003 -0.000 -0.072 -0.008 -0.316 0.042 -0.042 0.008 -0.207 -0.097 0.020 -0.114 -0.018 |\n", - "| DDstar_p | 0.037 0.131 -0.241 -0.002 -0.275 1.000 -0.196 0.113 -0.007 0.087 -0.188 0.011 0.000 -0.116 0.000 0.053 -0.259 0.029 -0.004 0.049 -0.072 -0.081 -0.052 0.024 |\n", - "| Dbar_p | 0.014 0.084 -0.407 0.013 -0.182 -0.196 1.000 0.068 -0.028 0.002 -0.399 0.000 -0.001 -0.060 0.002 0.179 -0.102 -0.006 -0.001 0.079 -0.136 -0.035 0.038 0.027 |\n", - "| p4040_s | 0.001 -0.005 -0.113 0.014 -0.460 0.113 0.068 1.000 0.016 0.002 -0.075 0.001 0.001 -0.196 0.004 0.344 -0.044 0.005 -0.008 -0.134 0.135 0.000 0.171 -0.007 |\n", - "| rho_p | 0.083 0.006 0.012 0.004 0.017 -0.007 -0.028 0.016 1.000 -0.017 0.021 -0.017 0.041 0.051 -0.001 0.110 -0.250 0.002 0.002 0.063 0.025 0.162 0.030 0.051 |\n", - "| bplus_1 | -0.146 -0.951 -0.069 -0.004 -0.012 0.087 0.002 0.002 -0.017 1.000 0.041 -0.047 -0.000 0.017 -0.000 0.034 0.033 -0.004 0.001 0.016 -0.011 0.291 0.001 -0.112 |\n", - "| jpsi_p | -0.047 -0.187 0.257 -0.029 0.184 -0.188 -0.399 -0.075 0.021 0.041 1.000 -0.018 -0.004 0.044 0.001 -0.392 0.294 -0.049 0.002 -0.103 0.070 0.076 0.053 -0.053 |\n", - "| omega_p | 0.731 0.050 -0.004 -0.001 -0.003 0.011 0.000 0.001 -0.017 -0.047 -0.018 1.000 0.013 -0.001 0.000 0.011 -0.036 -0.001 0.000 0.003 -0.003 0.019 0.000 0.045 |\n", - "| phi_p | 0.008 -0.001 -0.001 0.000 -0.000 0.000 -0.001 0.001 0.041 -0.000 -0.004 0.013 1.000 0.001 -0.000 0.003 -0.008 0.000 0.000 0.002 -0.000 0.003 0.001 0.268 |\n", - "| p4040_p | -0.012 -0.071 0.161 -0.027 -0.072 -0.116 -0.060 -0.196 0.051 0.017 0.044 -0.001 0.001 1.000 -0.004 -0.063 -0.017 -0.035 -0.002 0.340 -0.178 0.023 -0.090 -0.037 |\n", - "| p4415_p | 0.001 0.003 -0.001 0.001 -0.008 0.000 0.002 0.004 -0.001 -0.000 0.001 0.000 -0.000 -0.004 1.000 -0.004 -0.001 0.001 -0.011 -0.003 0.001 -0.001 0.000 0.001 |\n", - "| Ctt | 0.015 0.051 -0.241 -0.022 -0.316 0.053 0.179 0.344 0.110 0.034 -0.392 0.011 0.003 -0.063 -0.004 1.000 -0.668 0.007 -0.004 0.260 0.282 -0.039 0.031 -0.047 |\n", - "| bplus_2 | -0.063 -0.221 0.132 -0.005 0.042 -0.259 -0.102 -0.044 -0.250 0.033 0.294 -0.036 -0.008 -0.017 -0.001 -0.668 1.000 -0.000 -0.006 -0.125 -0.027 0.120 0.007 0.081 |\n", - "| DDstar_s | -0.002 -0.005 -0.017 -0.002 -0.042 0.029 -0.006 0.005 0.002 -0.004 -0.049 -0.001 0.000 -0.035 0.001 0.007 -0.000 1.000 -0.001 -0.008 -0.024 0.003 -0.012 -0.002 |\n", - "| p4415_s | 0.000 -0.000 0.005 -0.001 0.008 -0.004 -0.001 -0.008 0.002 0.001 0.002 0.000 0.000 -0.002 -0.011 -0.004 -0.006 -0.001 1.000 -0.011 -0.003 -0.000 -0.002 -0.001 |\n", - "| p4160_s | -0.002 -0.036 -0.043 -0.001 -0.207 0.049 0.079 -0.134 0.063 0.016 -0.103 0.003 0.002 0.340 -0.003 0.260 -0.125 -0.008 -0.011 1.000 -0.046 0.005 0.025 -0.035 |\n", - "| psi2s_p | -0.011 -0.038 -0.105 -0.024 -0.097 -0.072 -0.136 0.135 0.025 -0.011 0.070 -0.003 -0.000 -0.178 0.001 0.282 -0.027 -0.024 -0.003 -0.046 1.000 0.019 -0.193 -0.021 |\n", - "| rho_s | -0.318 -0.326 0.024 0.003 0.020 -0.081 -0.035 0.000 0.162 0.291 0.076 0.019 0.003 0.023 -0.001 -0.039 0.120 0.003 -0.000 0.005 0.019 1.000 0.010 -0.055 |\n", - "| p3770_s | -0.005 -0.035 -0.261 -0.014 -0.114 -0.052 0.038 0.171 0.030 0.001 0.053 0.000 0.001 -0.090 0.000 0.031 0.007 -0.012 -0.002 0.025 -0.193 0.010 1.000 -0.021 |\n", - "| phi_s | 0.079 0.120 -0.020 -0.002 -0.018 0.024 0.027 -0.007 0.051 -0.112 -0.053 0.045 0.268 -0.037 0.001 -0.047 0.081 -0.002 -0.001 -0.035 -0.021 -0.055 -0.021 1.000 |\n", + "| psi2s_p | 1.000 0.206 0.365 0.018 -0.291 0.582 0.407 -0.204 0.208 0.378 -0.582 -0.031 0.532 -0.039 -0.529 -0.527 -0.124 0.036 0.436 -0.442 -0.535 -0.598 0.049 -0.061 |\n", + "| p4040_s | 0.206 1.000 0.170 0.012 -0.141 0.392 0.333 -0.065 0.111 0.037 -0.360 -0.023 0.298 -0.023 -0.305 -0.302 -0.014 0.022 0.241 -0.279 -0.320 -0.360 0.040 -0.037 |\n", + "| p4415_p | 0.365 0.170 1.000 0.020 -0.278 0.584 0.510 -0.133 0.194 0.504 -0.632 -0.036 0.572 -0.040 -0.569 -0.567 -0.195 0.040 0.551 -0.474 -0.529 -0.633 0.062 -0.067 |\n", + "| omega_p | 0.018 0.012 0.020 1.000 -0.010 0.027 0.025 -0.009 0.013 0.020 -0.030 0.012 0.027 -0.008 -0.027 -0.028 -0.007 0.538 0.025 -0.030 -0.021 -0.031 -0.033 0.114 |\n", + "| DDstar_s | -0.291 -0.141 -0.278 -0.010 1.000 -0.256 -0.287 -0.080 -0.122 -0.404 0.300 0.004 -0.322 0.009 0.208 0.208 0.118 -0.018 -0.318 0.034 0.241 0.250 -0.017 0.023 |\n", + "| Ctt | 0.582 0.392 0.584 0.027 -0.256 1.000 0.721 -0.288 0.431 0.520 -0.914 -0.039 0.863 -0.056 -0.838 -0.836 -0.122 0.058 0.698 -0.680 -0.734 -0.912 0.069 -0.098 |\n", + "| p3770_s | 0.407 0.333 0.510 0.025 -0.287 0.721 1.000 -0.319 0.339 0.496 -0.794 -0.043 0.739 -0.051 -0.721 -0.717 -0.153 0.051 0.615 -0.601 -0.695 -0.799 0.073 -0.086 |\n", + "| p3770_p | -0.204 -0.065 -0.133 -0.009 -0.080 -0.288 -0.319 1.000 -0.108 -0.074 0.285 0.012 -0.230 0.020 0.265 0.266 0.022 -0.019 -0.172 0.260 0.249 0.254 -0.024 0.029 |\n", + "| p4160_s | 0.208 0.111 0.194 0.013 -0.122 0.431 0.339 -0.108 1.000 0.191 -0.410 -0.027 0.347 -0.026 -0.346 -0.343 0.064 0.025 0.461 -0.329 -0.350 -0.408 0.046 -0.042 |\n", + "| p4160_p | 0.378 0.037 0.504 0.020 -0.404 0.520 0.496 -0.074 0.191 1.000 -0.620 -0.033 0.601 -0.039 -0.571 -0.568 -0.100 0.040 0.543 -0.432 -0.521 -0.630 0.057 -0.067 |\n", + "| Dbar_s | -0.582 -0.360 -0.632 -0.030 0.300 -0.914 -0.794 0.285 -0.410 -0.620 1.000 0.048 -0.935 0.065 0.915 0.912 0.200 -0.064 -0.794 0.787 0.876 0.983 -0.081 0.107 |\n", + "| phi_s | -0.031 -0.023 -0.036 0.012 0.004 -0.039 -0.043 0.012 -0.027 -0.033 0.048 1.000 -0.041 0.464 0.036 0.036 0.010 -0.000 -0.042 0.050 0.010 0.048 -0.036 -0.018 |\n", + "| DDstar_p | 0.532 0.298 0.572 0.027 -0.322 0.863 0.739 -0.230 0.347 0.601 -0.935 -0.041 1.000 -0.058 -0.815 -0.812 -0.222 0.058 0.747 -0.716 -0.812 -0.928 0.069 -0.094 |\n", + "| phi_p | -0.039 -0.023 -0.040 -0.008 0.009 -0.056 -0.051 0.020 -0.026 -0.039 0.065 0.464 -0.058 1.000 0.056 0.057 0.013 -0.060 -0.051 0.049 0.052 0.064 -0.135 0.016 |\n", + "| bplus_1 | -0.529 -0.305 -0.569 -0.027 0.208 -0.838 -0.721 0.265 -0.346 -0.571 0.915 0.036 -0.815 0.056 1.000 0.790 0.220 -0.058 -0.730 0.709 0.772 0.912 -0.053 0.103 |\n", + "| bplus_0 | -0.527 -0.302 -0.567 -0.028 0.208 -0.836 -0.717 0.266 -0.343 -0.568 0.912 0.036 -0.812 0.057 0.790 1.000 0.220 -0.063 -0.727 0.703 0.774 0.909 -0.059 0.119 |\n", + "| p4415_s | -0.124 -0.014 -0.195 -0.007 0.118 -0.122 -0.153 0.022 0.064 -0.100 0.200 0.010 -0.222 0.013 0.220 0.220 1.000 -0.015 -0.142 0.136 0.132 0.200 -0.021 0.025 |\n", + "| omega_s | 0.036 0.022 0.040 0.538 -0.018 0.058 0.051 -0.019 0.025 0.040 -0.064 -0.000 0.058 -0.060 -0.058 -0.063 -0.015 1.000 0.051 -0.058 -0.054 -0.065 0.150 -0.192 |\n", + "| p4040_p | 0.436 0.241 0.551 0.025 -0.318 0.698 0.615 -0.172 0.461 0.543 -0.794 -0.042 0.747 -0.051 -0.730 -0.727 -0.142 0.051 1.000 -0.605 -0.686 -0.800 0.071 -0.086 |\n", + "| jpsi_p | -0.442 -0.279 -0.474 -0.030 0.034 -0.680 -0.601 0.260 -0.329 -0.432 0.787 0.050 -0.716 0.049 0.709 0.703 0.136 -0.058 -0.605 1.000 0.676 0.767 -0.105 0.089 |\n", + "| bplus_2 | -0.535 -0.320 -0.529 -0.021 0.241 -0.734 -0.695 0.249 -0.350 -0.521 0.876 0.010 -0.812 0.052 0.772 0.774 0.132 -0.054 -0.686 0.676 1.000 0.874 0.005 0.095 |\n", + "| Dbar_p | -0.598 -0.360 -0.633 -0.031 0.250 -0.912 -0.799 0.254 -0.408 -0.630 0.983 0.048 -0.928 0.064 0.912 0.909 0.200 -0.065 -0.800 0.767 0.874 1.000 -0.082 0.107 |\n", + "| rho_p | 0.049 0.040 0.062 -0.033 -0.017 0.069 0.073 -0.024 0.046 0.057 -0.081 -0.036 0.069 -0.135 -0.053 -0.059 -0.021 0.150 0.071 -0.105 0.005 -0.082 1.000 0.164 |\n", + "| rho_s | -0.061 -0.037 -0.067 0.114 0.023 -0.098 -0.086 0.029 -0.042 -0.067 0.107 -0.018 -0.094 0.016 0.103 0.119 0.025 -0.192 -0.086 0.089 0.095 0.107 0.164 1.000 |\n", "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 1.4493227649327043}), (, {'error': 0.04023703321701233}), (, {'error': 0.11988744429727483}), (, {'error': 0.021741030731362687}), (, {'error': 0.11330152974230501}), (, {'error': 0.32996699930309137}), (, {'error': 0.3194463581349356}), (, {'error': 0.17917956236492494}), (, {'error': 0.2680040701168531}), (, {'error': 0.07696747357347622}), (, {'error': 0.0249974764536276}), (, {'error': 0.33609626135950776}), (, {'error': 0.1680879865000633}), (, {'error': 0.17126572009411434}), (, {'error': 0.15524039825176805}), (, {'error': 0.15586721762207345}), (, {'error': 0.09372682486883277}), (, {'error': 0.026443324962821146}), (, {'error': 0.017171498127401916}), (, {'error': 0.16786715955856713}), (, {'error': 0.03253517173554954}), (, {'error': 0.32491772133145025}), (, {'error': 0.25177083236717657}), (, {'error': 0.8976335198871119})])\n", - "Step: 6/10\n", - "Current Ctt: 1.1547005383792517\n", + "Hesse errors: OrderedDict([(, {'error': 0.030031162037378323}), (, {'error': 0.12518393522224108}), (, {'error': 0.1586716502702732}), (, {'error': 0.2176727128788265}), (, {'error': 0.07315082402953849}), (, {'error': 0.21612343354536367}), (, {'error': 0.3104783288751978}), (, {'error': 0.08423246780279103}), (, {'error': 0.1247032403660926}), (, {'error': 0.08024743769860998}), (, {'error': 0.574093395477598}), (, {'error': 0.7004079608732869}), (, {'error': 0.7133112968631536}), (, {'error': 0.14322380863879003}), (, {'error': 0.022041268297242622}), (, {'error': 0.011453819314881875}), (, {'error': 0.14136597999716705}), (, {'error': 0.8711980503551202}), (, {'error': 0.21487697005947592}), (, {'error': 0.03058133528976903}), (, {'error': 0.08426843877594403}), (, {'error': 1.1500572374759548}), (, {'error': 0.20274407534327654}), (, {'error': 0.22497576844280764})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1174 (1174 total) |\n", + "| EDM = 0.00201 (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: 297769.6544244645\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.34 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.37 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.52 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | -0.23 | 0.19 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.021 | 0.013 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.051 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.7 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.29 | 0.24 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.463 0.722 0.011 0.833 -0.405 0.460 0.640 0.294 0.793 -0.049 0.035 0.635 0.026 0.447 0.427 -0.215 -0.001 0.660 0.802 0.213 0.763 -0.030 0.051 |\n", + "| p4040_s | 0.463 1.000 0.440 0.008 0.556 -0.187 0.405 0.444 0.191 0.441 -0.034 0.019 0.371 0.019 0.344 0.333 -0.072 -0.001 0.399 0.529 0.159 0.533 -0.007 0.037 |\n", + "| p4415_p | 0.722 0.440 1.000 0.013 0.870 -0.501 0.541 0.701 0.283 0.858 -0.057 0.033 0.663 0.029 0.471 0.451 -0.274 -0.000 0.743 0.835 0.295 0.822 -0.020 0.053 |\n", + "| omega_p | 0.011 0.008 0.013 1.000 0.014 -0.009 0.010 0.011 0.006 0.014 -0.002 0.018 0.007 0.001 0.011 0.005 -0.005 0.625 0.012 0.009 0.019 0.012 -0.007 0.107 |\n", + "| DDstar_s | 0.833 0.556 0.870 0.014 1.000 -0.584 0.615 0.779 0.380 0.949 -0.048 0.043 0.786 0.031 0.543 0.518 -0.260 -0.001 0.816 0.953 0.298 0.967 -0.036 0.061 |\n", + "| Ctt | -0.405 -0.187 -0.501 -0.009 -0.584 1.000 -0.368 -0.493 -0.089 -0.596 -0.071 -0.027 -0.426 -0.021 -0.319 -0.310 0.283 -0.001 -0.533 -0.508 0.144 -0.590 0.022 -0.035 |\n", + "| p3770_s | 0.460 0.405 0.541 0.010 0.615 -0.368 1.000 0.396 0.254 0.582 -0.073 0.021 0.473 0.022 0.344 0.333 -0.145 0.000 0.480 0.604 0.179 0.554 -0.007 0.037 |\n", + "| p3770_p | 0.640 0.444 0.701 0.011 0.779 -0.493 0.396 1.000 0.297 0.773 -0.007 0.031 0.658 0.024 0.423 0.408 -0.228 -0.001 0.683 0.760 0.225 0.698 -0.027 0.046 |\n", + "| p4160_s | 0.294 0.191 0.283 0.006 0.380 -0.089 0.254 0.297 1.000 0.327 -0.035 0.009 0.231 0.015 0.265 0.260 0.088 -0.001 0.457 0.357 0.138 0.363 0.006 0.027 |\n", + "| p4160_p | 0.793 0.441 0.858 0.014 0.949 -0.596 0.582 0.773 0.327 1.000 -0.051 0.039 0.762 0.030 0.500 0.479 -0.239 -0.000 0.797 0.913 0.298 0.890 -0.030 0.057 |\n", + "| Dbar_s | -0.049 -0.034 -0.057 -0.002 -0.048 -0.071 -0.073 -0.007 -0.035 -0.051 1.000 -0.005 -0.124 -0.002 0.065 0.065 0.027 -0.004 -0.070 -0.016 0.057 -0.034 0.005 0.006 |\n", + "| phi_s | 0.035 0.019 0.033 0.018 0.043 -0.027 0.021 0.031 0.009 0.039 -0.005 1.000 0.033 0.567 0.017 0.014 -0.011 0.022 0.031 0.044 -0.032 0.040 0.095 0.023 |\n", + "| DDstar_p | 0.635 0.371 0.663 0.007 0.786 -0.426 0.473 0.658 0.231 0.762 -0.124 0.033 1.000 0.021 0.592 0.569 -0.262 -0.008 0.646 0.763 0.241 0.743 -0.037 0.064 |\n", + "| phi_p | 0.026 0.019 0.029 0.001 0.031 -0.021 0.022 0.024 0.015 0.030 -0.002 0.567 0.021 1.000 0.025 0.025 -0.009 -0.024 0.027 0.023 0.037 0.028 0.074 0.022 |\n", + "| bplus_1 | 0.447 0.344 0.471 0.011 0.543 -0.319 0.344 0.423 0.265 0.500 0.065 0.017 0.592 0.025 1.000 0.041 -0.052 0.003 0.429 0.495 0.016 0.540 0.026 0.044 |\n", + "| bplus_0 | 0.427 0.333 0.451 0.005 0.518 -0.310 0.333 0.408 0.260 0.479 0.065 0.014 0.569 0.025 0.041 1.000 -0.046 -0.013 0.411 0.468 0.040 0.516 0.011 0.090 |\n", + "| p4415_s | -0.215 -0.072 -0.274 -0.005 -0.260 0.283 -0.145 -0.228 0.088 -0.239 0.027 -0.011 -0.262 -0.009 -0.052 -0.046 1.000 -0.003 -0.191 -0.256 -0.175 -0.243 0.003 -0.010 |\n", + "| omega_s | -0.001 -0.001 -0.000 0.625 -0.001 -0.001 0.000 -0.001 -0.001 -0.000 -0.004 0.022 -0.008 -0.024 0.003 -0.013 -0.003 1.000 0.000 -0.006 0.014 -0.003 0.164 -0.194 |\n", + "| p4040_p | 0.660 0.399 0.743 0.012 0.816 -0.533 0.480 0.683 0.457 0.797 -0.070 0.031 0.646 0.027 0.429 0.411 -0.191 0.000 1.000 0.787 0.260 0.750 -0.019 0.048 |\n", + "| jpsi_p | 0.802 0.529 0.835 0.009 0.953 -0.508 0.604 0.760 0.357 0.913 -0.016 0.044 0.763 0.023 0.495 0.468 -0.256 -0.006 0.787 1.000 0.273 0.895 -0.060 0.059 |\n", + "| bplus_2 | 0.213 0.159 0.295 0.019 0.298 0.144 0.179 0.225 0.138 0.298 0.057 -0.032 0.241 0.037 0.016 0.040 -0.175 0.014 0.260 0.273 1.000 0.307 0.173 0.026 |\n", + "| Dbar_p | 0.763 0.533 0.822 0.012 0.967 -0.590 0.554 0.698 0.363 0.890 -0.034 0.040 0.743 0.028 0.540 0.516 -0.243 -0.003 0.750 0.895 0.307 1.000 -0.037 0.061 |\n", + "| rho_p | -0.030 -0.007 -0.020 -0.007 -0.036 0.022 -0.007 -0.027 0.006 -0.030 0.005 0.095 -0.037 0.074 0.026 0.011 0.003 0.164 -0.019 -0.060 0.173 -0.037 1.000 0.193 |\n", + "| rho_s | 0.051 0.037 0.053 0.107 0.061 -0.035 0.037 0.046 0.027 0.057 0.006 0.023 0.064 0.022 0.044 0.090 -0.010 -0.194 0.048 0.059 0.026 0.061 0.193 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.049042817404401085}), (, {'error': 0.15666488203780565}), (, {'error': 0.272547753391597}), (, {'error': 0.256474192645586}), (, {'error': 0.3398033936260562}), (, {'error': 0.12753870123416755}), (, {'error': 0.26346843998683767}), (, {'error': 0.1449046213653158}), (, {'error': 0.1374083830711934}), (, {'error': 0.21919416819172843}), (, {'error': 0.37433941514216357}), (, {'error': 0.8083787613127988}), (, {'error': 0.29090706371718156}), (, {'error': 0.19238453905429775}), (, {'error': 0.013080405191032818}), (, {'error': 0.006743081035636811}), (, {'error': 0.15759753065126347}), (, {'error': 1.0247536671617432}), (, {'error': 0.25192788693686174}), (, {'error': 0.06835604850826194}), (, {'error': 0.0506010857228828}), (, {'error': 0.9248318489767413}), (, {'error': 0.2265971030259304}), (, {'error': 0.24430515640636008})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1159 (1159 total) |\n", + "| EDM = 0.00323 (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: 297769.6545549841\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.29 | 0.34 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.12 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.28 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.7 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.54 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.019 | 0.010 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.520 | 0.005 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.15 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.008 | 0.045 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.23 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.611 0.778 0.022 0.882 -0.475 0.583 0.700 0.410 0.844 -0.005 0.080 0.680 0.082 0.393 0.373 -0.224 0.015 0.729 0.852 0.238 0.832 -0.022 0.037 |\n", + "| p4040_s | 0.611 1.000 0.586 0.018 0.696 -0.319 0.536 0.574 0.313 0.604 -0.005 0.060 0.496 0.065 0.352 0.338 -0.125 0.012 0.551 0.668 0.204 0.674 -0.010 0.030 |\n", + "| p4415_p | 0.778 0.586 1.000 0.023 0.887 -0.531 0.630 0.730 0.391 0.872 -0.007 0.078 0.680 0.083 0.401 0.382 -0.265 0.016 0.773 0.856 0.299 0.852 -0.015 0.036 |\n", + "| omega_p | 0.022 0.018 0.023 1.000 0.025 -0.016 0.019 0.020 0.013 0.024 -0.000 0.016 0.017 -0.007 0.014 0.009 -0.007 0.568 0.022 0.021 0.019 0.023 -0.030 0.117 |\n", + "| DDstar_s | 0.882 0.696 0.887 0.025 1.000 -0.606 0.708 0.805 0.486 0.956 -0.004 0.093 0.791 0.094 0.445 0.422 -0.254 0.018 0.845 0.962 0.302 0.976 -0.027 0.041 |\n", + "| Ctt | -0.475 -0.319 -0.531 -0.016 -0.606 1.000 -0.445 -0.521 -0.184 -0.616 -0.019 -0.049 -0.458 -0.051 -0.257 -0.249 0.277 -0.013 -0.566 -0.540 0.110 -0.609 0.010 -0.024 |\n", + "| p3770_s | 0.583 0.536 0.630 0.019 0.708 -0.445 1.000 0.503 0.358 0.675 -0.011 0.059 0.546 0.066 0.332 0.318 -0.168 0.013 0.577 0.693 0.217 0.662 -0.007 0.028 |\n", + "| p3770_p | 0.700 0.574 0.730 0.020 0.805 -0.521 0.503 1.000 0.394 0.794 0.003 0.074 0.674 0.076 0.356 0.341 -0.224 0.014 0.713 0.785 0.239 0.745 -0.021 0.031 |\n", + "| p4160_s | 0.410 0.313 0.391 0.013 0.486 -0.184 0.358 0.394 1.000 0.439 -0.006 0.038 0.321 0.045 0.280 0.272 0.029 0.008 0.530 0.463 0.167 0.471 0.001 0.022 |\n", + "| p4160_p | 0.844 0.604 0.872 0.024 0.956 -0.616 0.675 0.794 0.439 1.000 -0.005 0.087 0.769 0.090 0.415 0.394 -0.231 0.017 0.822 0.925 0.305 0.915 -0.022 0.038 |\n", + "| Dbar_s | -0.005 -0.005 -0.007 -0.000 -0.004 -0.019 -0.011 0.003 -0.006 -0.005 1.000 0.000 -0.023 0.000 0.022 0.022 0.003 -0.001 -0.010 0.002 0.017 -0.003 -0.000 0.001 |\n", + "| phi_s | 0.080 0.060 0.078 0.016 0.093 -0.049 0.059 0.074 0.038 0.087 0.000 1.000 0.080 0.489 0.023 0.021 -0.022 0.003 0.074 0.095 -0.039 0.091 -0.043 -0.020 |\n", + "| DDstar_p | 0.680 0.496 0.680 0.017 0.791 -0.458 0.546 0.674 0.321 0.769 -0.023 0.080 1.000 0.078 0.525 0.504 -0.258 0.008 0.669 0.774 0.263 0.761 -0.032 0.045 |\n", + "| phi_p | 0.082 0.065 0.083 -0.007 0.094 -0.051 0.066 0.076 0.045 0.090 0.000 0.489 0.078 1.000 0.033 0.034 -0.023 -0.060 0.079 0.090 0.014 0.091 -0.144 0.013 |\n", + "| bplus_1 | 0.393 0.352 0.401 0.014 0.445 -0.257 0.332 0.356 0.280 0.415 0.022 0.023 0.525 0.033 1.000 -0.076 -0.024 0.011 0.368 0.405 -0.020 0.446 0.036 0.029 |\n", + "| bplus_0 | 0.373 0.338 0.382 0.009 0.422 -0.249 0.318 0.341 0.272 0.394 0.022 0.021 0.504 0.034 -0.076 1.000 -0.017 -0.003 0.350 0.380 0.001 0.423 0.022 0.069 |\n", + "| p4415_s | -0.224 -0.125 -0.265 -0.007 -0.254 0.277 -0.168 -0.224 0.029 -0.231 0.003 -0.022 -0.258 -0.023 -0.024 -0.017 1.000 -0.006 -0.195 -0.251 -0.168 -0.241 0.001 -0.006 |\n", + "| omega_s | 0.015 0.012 0.016 0.568 0.018 -0.013 0.013 0.014 0.008 0.017 -0.001 0.003 0.008 -0.060 0.011 -0.003 -0.006 1.000 0.015 0.013 0.013 0.016 0.149 -0.189 |\n", + "| p4040_p | 0.729 0.551 0.773 0.022 0.845 -0.566 0.577 0.713 0.530 0.822 -0.010 0.074 0.669 0.079 0.368 0.350 -0.195 0.015 1.000 0.819 0.276 0.798 -0.015 0.033 |\n", + "| jpsi_p | 0.852 0.668 0.856 0.021 0.962 -0.540 0.693 0.785 0.463 0.925 0.002 0.095 0.774 0.090 0.405 0.380 -0.251 0.013 0.819 1.000 0.276 0.920 -0.045 0.041 |\n", + "| bplus_2 | 0.238 0.204 0.299 0.019 0.302 0.110 0.217 0.239 0.167 0.305 0.017 -0.039 0.263 0.014 -0.020 0.001 -0.168 0.013 0.276 0.276 1.000 0.310 0.152 0.015 |\n", + "| Dbar_p | 0.832 0.674 0.852 0.023 0.976 -0.609 0.662 0.745 0.471 0.915 -0.003 0.091 0.761 0.091 0.446 0.423 -0.241 0.016 0.798 0.920 0.310 1.000 -0.029 0.041 |\n", + "| rho_p | -0.022 -0.010 -0.015 -0.030 -0.027 0.010 -0.007 -0.021 0.001 -0.022 -0.000 -0.043 -0.032 -0.144 0.036 0.022 0.001 0.149 -0.015 -0.045 0.152 -0.029 1.000 0.181 |\n", + "| rho_s | 0.037 0.030 0.036 0.117 0.041 -0.024 0.028 0.031 0.022 0.038 0.001 -0.020 0.045 0.013 0.029 0.069 -0.006 -0.189 0.033 0.041 0.015 0.041 0.181 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.05375895630735883}), (, {'error': 0.1684343026732748}), (, {'error': 0.27306226019431223}), (, {'error': 0.23026764431241986}), (, {'error': 0.3441583891267813}), (, {'error': 0.11575851646630575}), (, {'error': 0.275110273658159}), (, {'error': 0.14272590249479222}), (, {'error': 0.13518682473508403}), (, {'error': 0.21819825248826197}), (, {'error': 0.07181623333928255}), (, {'error': 0.7312733932423559}), (, {'error': 0.24603100256276456}), (, {'error': 0.14996356325994542}), (, {'error': 0.010499859545326284}), (, {'error': 0.00548053889694744}), (, {'error': 0.1477815120322692}), (, {'error': 0.9200154308309831}), (, {'error': 0.25344381294408724}), (, {'error': 0.06951108112430537}), (, {'error': 0.04496981876054118}), (, {'error': 0.9627771384687673}), (, {'error': 0.20944764769048296}), (, {'error': 0.2315102860117776})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1134 (1134 total) |\n", + "| EDM = 0.00182 (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: 297769.65417414607\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.57 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.45 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.28 | 0.38 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.08 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.43 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.38 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 17.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.51 | 0.31 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | -0.23 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.021 | 0.014 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.1 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.55 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.006 | 0.052 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.7 | 0.9 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.28 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.29 | 0.25 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.411 0.703 0.008 0.813 -0.384 0.418 0.621 0.258 0.774 -0.054 0.031 0.626 0.023 0.463 0.442 -0.213 -0.007 0.636 0.784 0.200 0.736 -0.030 0.059 |\n", + "| p4040_s | 0.411 1.000 0.387 0.006 0.504 -0.143 0.363 0.397 0.157 0.381 -0.033 0.014 0.330 0.016 0.333 0.322 -0.053 -0.004 0.345 0.477 0.141 0.481 -0.005 0.040 |\n", + "| p4415_p | 0.703 0.387 1.000 0.010 0.866 -0.496 0.512 0.695 0.250 0.855 -0.061 0.029 0.666 0.026 0.496 0.476 -0.280 -0.006 0.735 0.830 0.291 0.813 -0.019 0.062 |\n", + "| omega_p | 0.008 0.006 0.010 1.000 0.010 -0.007 0.008 0.008 0.005 0.010 -0.002 0.019 0.004 0.001 0.010 0.002 -0.004 0.644 0.009 0.005 0.019 0.008 0.000 0.103 |\n", + "| DDstar_s | 0.813 0.504 0.866 0.010 1.000 -0.582 0.584 0.772 0.346 0.946 -0.054 0.038 0.794 0.028 0.577 0.552 -0.266 -0.008 0.807 0.951 0.292 0.965 -0.036 0.072 |\n", + "| Ctt | -0.384 -0.143 -0.496 -0.007 -0.582 1.000 -0.347 -0.487 -0.062 -0.595 -0.067 -0.025 -0.428 -0.019 -0.339 -0.329 0.288 0.003 -0.527 -0.500 0.160 -0.589 0.026 -0.041 |\n", + "| p3770_s | 0.418 0.363 0.512 0.008 0.584 -0.347 1.000 0.365 0.224 0.552 -0.076 0.017 0.453 0.020 0.347 0.335 -0.138 -0.003 0.449 0.574 0.165 0.518 -0.005 0.042 |\n", + "| p3770_p | 0.621 0.397 0.695 0.008 0.772 -0.487 0.365 1.000 0.267 0.769 -0.011 0.028 0.661 0.022 0.446 0.430 -0.233 -0.006 0.676 0.754 0.217 0.684 -0.028 0.054 |\n", + "| p4160_s | 0.258 0.157 0.250 0.005 0.346 -0.062 0.224 0.267 1.000 0.292 -0.035 0.005 0.207 0.013 0.257 0.252 0.106 -0.003 0.435 0.324 0.128 0.329 0.009 0.029 |\n", + "| p4160_p | 0.774 0.381 0.855 0.010 0.946 -0.595 0.552 0.769 0.292 1.000 -0.056 0.035 0.768 0.028 0.531 0.509 -0.245 -0.007 0.791 0.910 0.292 0.883 -0.030 0.067 |\n", + "| Dbar_s | -0.054 -0.033 -0.061 -0.002 -0.054 -0.067 -0.076 -0.011 -0.035 -0.056 1.000 -0.005 -0.127 -0.002 0.054 0.054 0.029 -0.003 -0.074 -0.022 0.051 -0.038 0.006 0.005 |\n", + "| phi_s | 0.031 0.014 0.029 0.019 0.038 -0.025 0.017 0.028 0.005 0.035 -0.005 1.000 0.029 0.582 0.017 0.013 -0.010 0.022 0.027 0.039 -0.034 0.035 0.099 0.024 |\n", + "| DDstar_p | 0.626 0.330 0.666 0.004 0.794 -0.428 0.453 0.661 0.207 0.768 -0.127 0.029 1.000 0.019 0.620 0.596 -0.267 -0.014 0.646 0.768 0.234 0.746 -0.037 0.075 |\n", + "| phi_p | 0.023 0.016 0.026 0.001 0.028 -0.019 0.020 0.022 0.013 0.028 -0.002 0.582 0.019 1.000 0.024 0.024 -0.009 -0.025 0.025 0.019 0.036 0.025 0.079 0.024 |\n", + "| bplus_1 | 0.463 0.333 0.496 0.010 0.577 -0.339 0.347 0.446 0.257 0.531 0.054 0.017 0.620 0.024 1.000 0.084 -0.065 -0.000 0.451 0.526 0.022 0.572 0.022 0.052 |\n", + "| bplus_0 | 0.442 0.322 0.476 0.002 0.552 -0.329 0.335 0.430 0.252 0.509 0.054 0.013 0.596 0.024 0.084 1.000 -0.059 -0.018 0.433 0.498 0.048 0.547 0.008 0.100 |\n", + "| p4415_s | -0.213 -0.053 -0.280 -0.004 -0.266 0.288 -0.138 -0.233 0.106 -0.245 0.029 -0.010 -0.267 -0.009 -0.065 -0.059 1.000 -0.001 -0.193 -0.261 -0.177 -0.246 0.003 -0.013 |\n", + "| omega_s | -0.007 -0.004 -0.006 0.644 -0.008 0.003 -0.003 -0.006 -0.003 -0.007 -0.003 0.022 -0.014 -0.025 -0.000 -0.018 -0.001 1.000 -0.005 -0.013 0.014 -0.010 0.168 -0.196 |\n", + "| p4040_p | 0.636 0.345 0.735 0.009 0.807 -0.527 0.449 0.676 0.435 0.791 -0.074 0.027 0.646 0.025 0.451 0.433 -0.193 -0.005 1.000 0.779 0.253 0.735 -0.019 0.056 |\n", + "| jpsi_p | 0.784 0.477 0.830 0.005 0.951 -0.500 0.574 0.754 0.324 0.910 -0.022 0.039 0.768 0.019 0.526 0.498 -0.261 -0.013 0.779 1.000 0.267 0.887 -0.062 0.069 |\n", + "| bplus_2 | 0.200 0.141 0.291 0.019 0.292 0.160 0.165 0.217 0.128 0.292 0.051 -0.034 0.234 0.036 0.022 0.048 -0.177 0.014 0.253 0.267 1.000 0.302 0.179 0.029 |\n", + "| Dbar_p | 0.736 0.481 0.813 0.008 0.965 -0.589 0.518 0.684 0.329 0.883 -0.038 0.035 0.746 0.025 0.572 0.547 -0.246 -0.010 0.735 0.887 0.302 1.000 -0.037 0.072 |\n", + "| rho_p | -0.030 -0.005 -0.019 0.000 -0.036 0.026 -0.005 -0.028 0.009 -0.030 0.006 0.099 -0.037 0.079 0.022 0.008 0.003 0.168 -0.019 -0.062 0.179 -0.037 1.000 0.197 |\n", + "| rho_s | 0.059 0.040 0.062 0.103 0.072 -0.041 0.042 0.054 0.029 0.067 0.005 0.024 0.075 0.024 0.052 0.100 -0.013 -0.196 0.056 0.069 0.029 0.072 0.197 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.04771454615106574}), (, {'error': 0.15423285373070278}), (, {'error': 0.2738211994398836}), (, {'error': 0.2662510387233028}), (, {'error': 0.38035258878770206}), (, {'error': 0.13198893942747936}), (, {'error': 0.26092287296827976}), (, {'error': 0.14634000467828634}), (, {'error': 0.13863799914595765}), (, {'error': 0.2212938417706114}), (, {'error': 0.37645658116996883}), (, {'error': 0.8295841109024771}), (, {'error': 0.31320727290604067}), (, {'error': 0.1974440881166193}), (, {'error': 0.014167564693856605}), (, {'error': 0.007264129372203554}), (, {'error': 0.16095431451214848}), (, {'error': 1.0639513537830116}), (, {'error': 0.2526002044778055}), (, {'error': 0.06831862150337775}), (, {'error': 0.05246491808440734}), (, {'error': 0.9305124674532392}), (, {'error': 0.23132986165137126}), (, {'error': 0.24898617848253413})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", + "Ctt floating: True\n", + "Toy 0/1 - Fit 2/5\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "------------------------------------------------------------------\n", + "| FCN = 2.978E+05 | Ncalls=1180 (1180 total) |\n", + "| EDM = 0.00107 (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: 297769.6541446413\n", + "----------------------------------------------------------------------------------------------\n", + "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", + "----------------------------------------------------------------------------------------------\n", + "| 0 | psi2s_p | 2.08 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 1 | p4040_s | 1.00 | 0.15 | | |0.00501244| 2.01499 | |\n", + "| 2 | p4415_p | -2.58 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 3 | omega_p | 0.49 | 0.26 | | |-6.28319 | 6.28319 | |\n", + "| 4 | DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", + "| 5 | Ctt | 1.09 | 0.13 | | | -2.5 | 2.5 | |\n", + "| 6 | p3770_s | 2.42 | 0.26 | | |0.918861 | 4.08114 | |\n", + "| 7 | p3770_p | -3.22 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 8 | p4160_s | 2.51 | 0.14 | | | 0.71676 | 3.68324 | |\n", + "| 9 | p4160_p | -2.38 | 0.22 | | |-6.28319 | 6.28319 | |\n", + "| 10| Dbar_s | 0.30 | 0.13 | | | -0.3 | 0.3 | |\n", + "| 11| phi_s | 20.4 | 0.8 | | | 14.8182 | 23.5818 | |\n", + "| 12| DDstar_p | 1.50 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 13| phi_p | 0.60 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 14| bplus_1 | -1.023 | 0.014 | | | -2 | 2 | |\n", + "| 15| bplus_0 | 0.521 | 0.007 | | | -2 | 2 | |\n", + "| 16| p4415_s | 1.30 | 0.16 | | |0.126447 | 2.35355 | |\n", + "| 17| omega_s | 6.8 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 18| p4040_p | -2.68 | 0.25 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.56 | 0.07 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_2 | -0.005 | 0.052 | | | -2 | 2 | |\n", + "| 21| Dbar_p | -2.8 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 22| rho_p | -0.24 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 23| rho_s | 1.30 | 0.25 | | |0.0253049| 2.0747 | |\n", + "----------------------------------------------------------------------------------------------\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | psi2s_p p4040_s p4415_p omega_p DDstar_s Ctt p3770_s p3770_p p4160_s p4160_p Dbar_s phi_s DDstar_p phi_p bplus_1 bplus_0 p4415_s omega_s p4040_p jpsi_p bplus_2 Dbar_p rho_p rho_s |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| psi2s_p | 1.000 0.406 0.699 0.010 0.811 -0.381 0.401 0.612 0.254 0.771 0.056 0.065 0.600 0.068 0.450 0.430 -0.216 -0.006 0.632 0.780 0.211 0.734 -0.027 0.058 |\n", + "| p4040_s | 0.406 1.000 0.383 0.007 0.499 -0.141 0.353 0.390 0.152 0.377 0.040 0.034 0.310 0.041 0.324 0.314 -0.055 -0.004 0.340 0.472 0.146 0.478 -0.003 0.039 |\n", + "| p4415_p | 0.699 0.383 1.000 0.011 0.864 -0.492 0.495 0.686 0.246 0.852 0.059 0.065 0.640 0.073 0.482 0.463 -0.282 -0.005 0.731 0.826 0.301 0.812 -0.016 0.062 |\n", + "| omega_p | 0.010 0.007 0.011 1.000 0.012 -0.008 0.008 0.009 0.005 0.012 -0.001 0.015 0.005 -0.014 0.010 0.003 -0.005 0.635 0.011 0.007 0.017 0.010 -0.014 0.105 |\n", + "| DDstar_s | 0.811 0.499 0.864 0.012 1.000 -0.580 0.565 0.762 0.341 0.945 0.095 0.083 0.766 0.086 0.563 0.539 -0.270 -0.007 0.803 0.948 0.306 0.966 -0.033 0.072 |\n", + "| Ctt | -0.381 -0.141 -0.492 -0.008 -0.580 1.000 -0.332 -0.483 -0.059 -0.592 -0.194 -0.044 -0.401 -0.044 -0.336 -0.327 0.287 0.002 -0.521 -0.499 0.141 -0.586 0.023 -0.041 |\n", + "| p3770_s | 0.401 0.353 0.495 0.008 0.565 -0.332 1.000 0.344 0.216 0.534 -0.015 0.038 0.424 0.047 0.324 0.315 -0.136 -0.003 0.432 0.555 0.165 0.500 -0.003 0.040 |\n", + "| p3770_p | 0.612 0.390 0.686 0.009 0.762 -0.483 0.344 1.000 0.261 0.760 0.104 0.062 0.632 0.066 0.431 0.417 -0.233 -0.005 0.666 0.745 0.227 0.674 -0.024 0.053 |\n", + "| p4160_s | 0.254 0.152 0.246 0.005 0.341 -0.059 0.216 0.261 1.000 0.287 0.010 0.017 0.192 0.027 0.249 0.245 0.103 -0.003 0.431 0.318 0.130 0.325 0.009 0.029 |\n", + "| p4160_p | 0.771 0.377 0.852 0.012 0.945 -0.592 0.534 0.760 0.287 1.000 0.078 0.076 0.742 0.081 0.516 0.496 -0.249 -0.006 0.786 0.907 0.305 0.883 -0.026 0.066 |\n", + "| Dbar_s | 0.056 0.040 0.059 -0.001 0.095 -0.194 -0.015 0.104 0.010 0.078 1.000 0.007 -0.051 0.012 0.175 0.170 -0.003 -0.006 0.027 0.127 0.126 0.115 0.003 0.020 |\n", + "| phi_s | 0.065 0.034 0.065 0.015 0.083 -0.044 0.038 0.062 0.017 0.076 0.007 1.000 0.068 0.551 0.031 0.028 -0.021 -0.002 0.060 0.086 -0.051 0.079 -0.065 -0.023 |\n", + "| DDstar_p | 0.600 0.310 0.640 0.005 0.766 -0.401 0.424 0.632 0.192 0.742 -0.051 0.068 1.000 0.070 0.595 0.573 -0.267 -0.013 0.622 0.737 0.233 0.719 -0.032 0.073 |\n", + "| phi_p | 0.068 0.041 0.073 -0.014 0.086 -0.044 0.047 0.066 0.027 0.081 0.012 0.551 0.070 1.000 0.039 0.041 -0.022 -0.071 0.067 0.082 0.003 0.081 -0.163 0.010 |\n", + "| bplus_1 | 0.450 0.324 0.482 0.010 0.563 -0.336 0.324 0.431 0.249 0.516 0.175 0.031 0.595 0.039 1.000 0.075 -0.063 -0.001 0.435 0.513 0.031 0.558 0.025 0.051 |\n", + "| bplus_0 | 0.430 0.314 0.463 0.003 0.539 -0.327 0.315 0.417 0.245 0.496 0.170 0.028 0.573 0.041 0.075 1.000 -0.056 -0.018 0.418 0.487 0.057 0.535 0.012 0.099 |\n", + "| p4415_s | -0.216 -0.055 -0.282 -0.005 -0.270 0.287 -0.136 -0.233 0.103 -0.249 -0.003 -0.021 -0.267 -0.022 -0.063 -0.056 1.000 -0.001 -0.195 -0.264 -0.180 -0.250 0.003 -0.013 |\n", + "| omega_s | -0.006 -0.004 -0.005 0.635 -0.007 0.002 -0.003 -0.005 -0.003 -0.006 -0.006 -0.002 -0.013 -0.071 -0.001 -0.018 -0.001 1.000 -0.004 -0.012 0.011 -0.008 0.154 -0.199 |\n", + "| p4040_p | 0.632 0.340 0.731 0.011 0.803 -0.521 0.432 0.666 0.431 0.786 0.027 0.060 0.622 0.067 0.435 0.418 -0.195 -0.004 1.000 0.773 0.262 0.732 -0.016 0.055 |\n", + "| jpsi_p | 0.780 0.472 0.826 0.007 0.948 -0.499 0.555 0.745 0.318 0.907 0.127 0.086 0.737 0.082 0.513 0.487 -0.264 -0.012 0.773 1.000 0.282 0.884 -0.057 0.069 |\n", + "| bplus_2 | 0.211 0.146 0.301 0.017 0.306 0.141 0.165 0.227 0.130 0.305 0.126 -0.051 0.233 0.003 0.031 0.057 -0.180 0.011 0.262 0.282 1.000 0.315 0.172 0.030 |\n", + "| Dbar_p | 0.734 0.478 0.812 0.010 0.966 -0.586 0.500 0.674 0.325 0.883 0.115 0.079 0.719 0.081 0.558 0.535 -0.250 -0.008 0.732 0.884 0.315 1.000 -0.033 0.071 |\n", + "| rho_p | -0.027 -0.003 -0.016 -0.014 -0.033 0.023 -0.003 -0.024 0.009 -0.026 0.003 -0.065 -0.032 -0.163 0.025 0.012 0.003 0.154 -0.016 -0.057 0.172 -0.033 1.000 0.200 |\n", + "| rho_s | 0.058 0.039 0.062 0.105 0.072 -0.041 0.040 0.053 0.029 0.066 0.020 -0.023 0.073 0.010 0.051 0.099 -0.013 -0.199 0.055 0.069 0.030 0.071 0.200 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.04732098595152667}), (, {'error': 0.1530464880553009}), (, {'error': 0.2711313171287537}), (, {'error': 0.2628070020207254}), (, {'error': 0.5756117055010135}), (, {'error': 0.13154228370939292}), (, {'error': 0.2557614695361594}), (, {'error': 0.14365547334413686}), (, {'error': 0.13769361176728467}), (, {'error': 0.21821013230927777}), (, {'error': 0.1321977874111341}), (, {'error': 0.8067671161271992}), (, {'error': 0.27349897478200713}), (, {'error': 0.16593729866512552}), (, {'error': 0.013919463846562952}), (, {'error': 0.0071451768062922305}), (, {'error': 0.1603131622725107}), (, {'error': 1.0487427948236205}), (, {'error': 0.24967869077996663}), (, {'error': 0.0667534441179285}), (, {'error': 0.052380740843738005}), (, {'error': 0.952089950109003}), (, {'error': 0.22679961351739308}), (, {'error': 0.2496544090612992})])\n", + "Step: 1/10\n", + "Current Ctt: 0.1543033499620919\n", "Ctt floating: True\n", "Toy 0/1 - Fit 2/5\n" ] }, { "ename": "RuntimeError", - "evalue": "exception was raised in user function\nUser function arguments:\n omega_s = +6.558876\n bplus_0 = -0.537708\n p3770_p = +2.922976\n Dbar_s = +0.299117\n p4160_p = -2.459129\n DDstar_p = +4.501845\n Dbar_p = +2.685834\n p4040_s = +1.254795\n rho_p = -0.384056\n bplus_1 = +0.937284\n jpsi_p = -4.628444\n omega_p = +0.275809\n phi_p = +6.126912\n p4040_p = -3.035592\n p4415_p = +3.714495\n Ctt = +1.579321\n bplus_2 = +0.437803\n DDstar_s = -0.246898\n p4415_s = +1.615964\n p4160_s = +2.362930\n psi2s_p = +2.020719\n rho_s = +1.998466\n p3770_s = +2.569549\n phi_s = +17.305781\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n", + "evalue": "exception was raised in user function\nUser function arguments:\n psi2s_p = +2.119783\n p4040_s = +0.971432\n p4415_p = -2.473223\n omega_p = +0.289564\n DDstar_s = +0.000000\n Ctt = +0.000000\n p3770_s = +2.547069\n p3770_p = -2.968525\n p4160_s = +2.292454\n p4160_p = -2.156579\n Dbar_s = +0.000000\n phi_s = +19.597808\n DDstar_p = +0.000000\n phi_p = +0.491228\n bplus_1 = -0.894258\n bplus_0 = +0.480209\n p4415_s = +1.205760\n omega_s = +6.634178\n p4040_p = -2.755328\n jpsi_p = -1.536404\n bplus_2 = -0.222448\n Dbar_p = +0.000000\n rho_p = -0.297140\n rho_s = +1.005625\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n", "output_type": "error", "traceback": [ "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[1;31mRuntimeError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 104\u001b[0m \u001b[0mminimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mzfit\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMinuitMinimizer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mverbosity\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 105\u001b[0m \u001b[1;31m# minimizer._use_tfgrad = False\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 106\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnll\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 107\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 108\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Function minimum:\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfmin\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 107\u001b[0m \u001b[0mminimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mzfit\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mMinuitMinimizer\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mverbosity\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;36m5\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 108\u001b[0m \u001b[1;31m# minimizer._use_tfgrad = False\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 109\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mminimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mnll\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 110\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 111\u001b[0m \u001b[0mprint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"Function minimum:\"\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfmin\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36mminimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 205\u001b[0m \u001b[0mtuple\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstack\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0menter_context\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mparam\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mset_sess\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msess\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mparam\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 206\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 207\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_hook_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 208\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[1;33m(\u001b[0m\u001b[0mFailMinimizeNaN\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mRuntimeError\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merror\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# iminuit raises RuntimeError if user raises Error\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 209\u001b[0m \u001b[0mfail_result\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstrategy\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mfit_result\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36m_hook_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 214\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 215\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_hook_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 216\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 217\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 218\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\baseminimizer.py\u001b[0m in \u001b[0;36m_call_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 218\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0m_call_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 219\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 220\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_minimize\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mloss\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mparams\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mparams\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 221\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mNotImplementedError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merror\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 222\u001b[0m \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32m~\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\u001b[0m in \u001b[0;36m_minimize\u001b[1;34m(self, loss, params)\u001b[0m\n\u001b[0;32m 136\u001b[0m minimizer_setter)\n\u001b[0;32m 137\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_minuit_minimizer\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 138\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mminimizer\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mmigrad\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m**\u001b[0m\u001b[0mminimize_options\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 139\u001b[0m \u001b[0mparams_result\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mp_dict\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mp_dict\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m1\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 140\u001b[0m \u001b[0mresult_vals\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;33m[\u001b[0m\u001b[0mres\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;34m\"value\"\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mres\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mparams_result\u001b[0m\u001b[1;33m]\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", "\u001b[1;32miminuit\\_libiminuit.pyx\u001b[0m in \u001b[0;36miminuit._libiminuit.Minuit.migrad\u001b[1;34m()\u001b[0m\n", - "\u001b[1;31mRuntimeError\u001b[0m: exception was raised in user function\nUser function arguments:\n omega_s = +6.558876\n bplus_0 = -0.537708\n p3770_p = +2.922976\n Dbar_s = +0.299117\n p4160_p = -2.459129\n DDstar_p = +4.501845\n Dbar_p = +2.685834\n p4040_s = +1.254795\n rho_p = -0.384056\n bplus_1 = +0.937284\n jpsi_p = -4.628444\n omega_p = +0.275809\n phi_p = +6.126912\n p4040_p = -3.035592\n p4415_p = +3.714495\n Ctt = +1.579321\n bplus_2 = +0.437803\n DDstar_s = -0.246898\n p4415_s = +1.615964\n p4160_s = +2.362930\n psi2s_p = +2.020719\n rho_s = +1.998466\n p3770_s = +2.569549\n phi_s = +17.305781\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n" + "\u001b[1;31mRuntimeError\u001b[0m: exception was raised in user function\nUser function arguments:\n psi2s_p = +2.119783\n p4040_s = +0.971432\n p4415_p = -2.473223\n omega_p = +0.289564\n DDstar_s = +0.000000\n Ctt = +0.000000\n p3770_s = +2.547069\n p3770_p = -2.968525\n p4160_s = +2.292454\n p4160_p = -2.156579\n Dbar_s = +0.000000\n phi_s = +19.597808\n DDstar_p = +0.000000\n phi_p = +0.491228\n bplus_1 = -0.894258\n bplus_0 = +0.480209\n p4415_s = +1.205760\n omega_s = +6.634178\n p4040_p = -2.755328\n jpsi_p = -1.536404\n bplus_2 = -0.222448\n Dbar_p = +0.000000\n rho_p = -0.297140\n rho_s = +1.005625\nOriginal python exception in user function:\nKeyboardInterrupt: \n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\zfit\\minimizers\\minimizer_minuit.py\", line 101, in func\n loss_evaluated = self.sess.run(loss_val)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 929, in run\n run_metadata_ptr)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1152, in _run\n feed_dict_tensor, options, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1328, in _do_run\n run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1334, in _do_call\n return fn(*args)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1319, in _run_fn\n options, feed_dict, fetch_list, target_list, run_metadata)\n File \"C:\\Users\\sa_li\\.conda\\envs\\rmd\\lib\\site-packages\\tensorflow\\python\\client\\session.py\", line 1407, in _call_tf_sessionrun\n run_metadata)\n" ] } ], @@ -2342,9 +2725,9 @@ "# nevents *= 41\n", "# zfit.settings.set_verbosity(10)\n", "\n", - "mi = 1e-4\n", + "mi = 0.0\n", "ma = 1e-2\n", - "ste = 10\n", + "ste = 11\n", "\n", "# mi = 0.0\n", "# ma = 1e-3\n", @@ -2387,7 +2770,7 @@ " \n", " if bo5:\n", " \n", - " if __ >= 6:\n", + " if __ < 6:\n", " \n", " while len(Nll_list[-1])/bo5_set < nr_of_toys:\n", "\n", @@ -2398,14 +2781,14 @@ "\n", " print('Toy {0}/{1} - Fit {2}/{3}'.format(int(len(Nll_list[-1])/bo5_set), nr_of_toys, len(Nll_list[-1])%bo5_set, bo5_set))\n", "\n", - " reset_param_values()\n", + " reset_param_values(variation = 0.0)\n", "\n", " if floaty:\n", " Ctt.set_value(Ctt_step)\n", " else:\n", " Ctt.set_value(0.0)\n", " \n", - " if newset or len(Nll_list[-1])%bo5_set == 0:\n", + " if newset:\n", " sampler.resample(n=nevents)\n", " data = sampler\n", "# total_samp = zfit.run(s)\n", @@ -2422,6 +2805,8 @@ "# for param in total_f_fit.get_dependents():\n", "# param.randomize()\n", "\n", + " reset_param_values()\n", + "\n", " nll = zfit.loss.UnbinnedNLL(model=total_f_fit, data=data, constraints = constraints)\n", "\n", " minimizer = zfit.minimize.MinuitMinimizer(verbosity = 5)\n", @@ -2658,40 +3043,9 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "omega_s\n", - "bplus_0\n", - "Dbar_s\n", - "p3770_p\n", - "p4160_p\n", - "DDstar_p\n", - "Dbar_p\n", - "p4040_s\n", - "rho_p\n", - "bplus_1\n", - "jpsi_p\n", - "omega_p\n", - "phi_p\n", - "p4040_p\n", - "p4415_p\n", - "Ctt\n", - "bplus_2\n", - "DDstar_s\n", - "p4415_s\n", - "p4160_s\n", - "psi2s_p\n", - "rho_s\n", - "p3770_s\n", - "phi_s\n" - ] - } - ], + "outputs": [], "source": [] }, {