diff --git a/raremodel-nb.ipynb b/raremodel-nb.ipynb index 71989b2..663ffb4 100644 --- a/raremodel-nb.ipynb +++ b/raremodel-nb.ipynb @@ -563,9 +563,9 @@ "b0_1 = zfit.Parameter(\"b0_1\", ztf.constant(0.281), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", "b0_2 = zfit.Parameter(\"b0_2\", ztf.constant(0.150), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", "\n", - "bplus_0 = zfit.Parameter(\"bplus_0\", ztf.constant(0.466), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", - "bplus_1 = zfit.Parameter(\"bplus_1\", ztf.constant(-0.885), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", - "bplus_2 = zfit.Parameter(\"bplus_2\", ztf.constant(-0.213), floating = False)#, lower_limit = -2.0, upper_limit= 2.0)\n", + "bplus_0 = zfit.Parameter(\"bplus_0\", ztf.constant(0.466), lower_limit = -2.0, upper_limit= 2.0)\n", + "bplus_1 = zfit.Parameter(\"bplus_1\", ztf.constant(-0.885), lower_limit = -2.0, upper_limit= 2.0)\n", + "bplus_2 = zfit.Parameter(\"bplus_2\", ztf.constant(-0.213), lower_limit = -2.0, upper_limit= 2.0)\n", "\n", "bT_0 = zfit.Parameter(\"bT_0\", ztf.constant(0.460), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", "bT_1 = zfit.Parameter(\"bT_1\", ztf.constant(-1.089), floating = False) #, lower_limit = -2.0, upper_limit= 2.0)\n", @@ -1498,9 +1498,9 @@ " mean1 = ztf.constant(0.466)\n", " mean2 = ztf.constant(-0.885)\n", " mean3 = ztf.constant(-0.213)\n", - " sigma1 = ztf.constant(0.014)\n", - " sigma2 = ztf.constant(0.128)\n", - " sigma3 = ztf.constant(0.548)\n", + " sigma1 = ztf.constant(0.014/3.)\n", + " sigma2 = ztf.constant(0.128/3.)\n", + " sigma3 = ztf.constant(0.548/3.)\n", " x1 = (val1-mean1)/sigma1\n", " x2 = (val2-mean2)/sigma2\n", " x3 = (val3-mean3)/sigma3\n", @@ -1648,7 +1648,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": null, "metadata": { "scrolled": false }, @@ -1666,8 +1666,8 @@ "Toy 0: Loading data finished\n", "Toy 0: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1266 (1266 total) |\n", - "| EDM = 0.00226 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.979E+05 | Ncalls=616 (627 total) |\n", + "| EDM = 1.12E+06 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1677,58 +1677,64 @@ "------------------------------------------------------------------\n", "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297802.6007923239\n", + "Function minimum: 297878.03533313115\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.12 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.0 | 0.4 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -0.43 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 5.1 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -6.283 | 0.010 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 5.0 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.33 | 0.28 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 0.45 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -2.10 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.77 | 0.15 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 5.75 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -2.7 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -4.76 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 15.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | 3.02 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.021 | 0.636 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | 4.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.54 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | -0.017 | 0.133 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | 4 | 11 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 19.27 | 0.29 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 1.780 | 0.021 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | 5.93 | 0.24 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | -4.8 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 2.54 | 0.05 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | 4.45 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.268 | 0.017 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | 0.258 | 0.008 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | -0.233 | 0.016 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -2.996E-1 | 0.005E-1 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | -0.41 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | -3.57 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 8.64 | 0.17 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | -0.647 | 0.003 | | | -2 | 2 | |\n", + "| 16| p4040_p | 2.94 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 1.04 | 0.03 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | 3.72 | 0.05 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | 1.365 | 0.028 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | 0.321 | 0.014 | | | -2 | 2 | |\n", + "| 21| rho_s | 0.5 | 0.3 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 0.515 | 0.026 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | 3.95 | 0.07 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.287 -0.239 0.026 0.199 -0.002 -0.001 0.011 -0.032 0.176 0.246 0.054 0.015 0.060 -0.237 0.292 -0.014 0.260 0.285 -0.062 -0.300 |\n", - "| psi2s_p | 0.287 1.000 -0.725 0.076 0.792 -0.007 -0.004 0.031 -0.097 0.461 0.840 0.059 0.053 0.151 -0.646 0.937 -0.039 0.864 0.918 -0.174 -0.952 |\n", - "| p3770_s | -0.239 -0.725 1.000 -0.060 -0.622 0.006 0.002 -0.022 0.072 -0.381 -0.705 -0.039 -0.042 -0.105 0.533 -0.776 0.025 -0.657 -0.786 0.174 0.781 |\n", - "| phi_p | 0.026 0.076 -0.060 1.000 0.084 -0.001 -0.000 -0.011 0.002 0.035 0.070 0.000 0.005 0.111 -0.042 0.079 0.497 0.077 0.075 -0.011 -0.081 |\n", - "| Dbar_p | 0.199 0.792 -0.622 0.084 1.000 -0.008 -0.006 0.036 -0.093 0.499 0.723 0.100 0.046 0.214 -0.731 0.872 -0.050 0.822 0.897 -0.117 -0.901 |\n", - "| omega_p | -0.002 -0.007 0.006 -0.001 -0.008 1.000 0.000 -0.122 0.028 -0.004 -0.007 -0.000 -0.000 0.020 0.005 -0.008 -0.003 -0.007 -0.007 0.001 0.008 |\n", - "| p4160_p | -0.001 -0.004 0.002 -0.000 -0.006 0.000 1.000 -0.000 0.001 -0.007 -0.004 0.008 -0.002 -0.001 0.000 -0.004 0.000 -0.005 -0.004 0.002 0.004 |\n", - "| omega_s | 0.011 0.031 -0.022 -0.011 0.036 -0.122 -0.000 1.000 -0.439 0.014 0.029 -0.002 0.002 0.171 -0.017 0.032 0.027 0.033 0.029 -0.003 -0.033 |\n", - "| rho_s | -0.032 -0.097 0.072 0.002 -0.093 0.028 0.001 -0.439 1.000 -0.052 -0.088 -0.007 -0.006 0.147 0.065 -0.104 0.020 -0.096 -0.095 0.015 0.102 |\n", - "| p4415_s | 0.176 0.461 -0.381 0.035 0.499 -0.004 -0.007 0.014 -0.052 1.000 0.395 0.085 0.030 0.057 -0.243 0.496 -0.018 0.510 0.550 -0.117 -0.502 |\n", - "| p3770_p | 0.246 0.840 -0.705 0.070 0.723 -0.007 -0.004 0.029 -0.088 0.395 1.000 0.013 0.047 0.147 -0.611 0.823 -0.037 0.789 0.796 -0.131 -0.842 |\n", - "| p4040_s | 0.054 0.059 -0.039 0.000 0.100 -0.000 0.008 -0.002 -0.007 0.085 0.013 1.000 0.000 -0.023 0.009 0.104 0.003 -0.022 0.169 -0.159 -0.097 |\n", - "| p4160_s | 0.015 0.053 -0.042 0.005 0.046 -0.000 -0.002 0.002 -0.006 0.030 0.047 0.000 1.000 0.011 -0.034 0.053 -0.003 0.045 0.049 -0.003 -0.052 |\n", - "| rho_p | 0.060 0.151 -0.105 0.111 0.214 0.020 -0.001 0.171 0.147 0.057 0.147 -0.023 0.011 1.000 -0.055 0.172 0.127 0.175 0.139 -0.007 -0.163 |\n", - "| DDstar_p | -0.237 -0.646 0.533 -0.042 -0.731 0.005 0.000 -0.017 0.065 -0.243 -0.611 0.009 -0.034 -0.055 1.000 -0.628 0.016 -0.536 -0.705 0.202 0.743 |\n", - "| jpsi_p | 0.292 0.937 -0.776 0.079 0.872 -0.008 -0.004 0.032 -0.104 0.496 0.823 0.104 0.053 0.172 -0.628 1.000 -0.048 0.876 0.954 -0.184 -0.974 |\n", - "| phi_s | -0.014 -0.039 0.025 0.497 -0.050 -0.003 0.000 0.027 0.020 -0.018 -0.037 0.003 -0.003 0.127 0.016 -0.048 1.000 -0.045 -0.034 0.001 0.040 |\n", - "| p4040_p | 0.260 0.864 -0.657 0.077 0.822 -0.007 -0.005 0.033 -0.096 0.510 0.789 -0.022 0.045 0.175 -0.536 0.876 -0.045 1.000 0.856 -0.151 -0.881 |\n", - "| Ctt | 0.285 0.918 -0.786 0.075 0.897 -0.007 -0.004 0.029 -0.095 0.550 0.796 0.169 0.049 0.139 -0.705 0.954 -0.034 0.856 1.000 -0.205 -0.982 |\n", - "| p4415_p | -0.062 -0.174 0.174 -0.011 -0.117 0.001 0.002 -0.003 0.015 -0.117 -0.131 -0.159 -0.003 -0.007 0.202 -0.184 0.001 -0.151 -0.205 1.000 0.197 |\n", - "| Dbar_s | -0.300 -0.952 0.781 -0.081 -0.901 0.008 0.004 -0.033 0.102 -0.502 -0.842 -0.097 -0.052 -0.163 0.743 -0.974 0.040 -0.881 -0.982 0.197 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.026438535718194017}), (, {'error': 0.10588983666642804}), (, {'error': 0.36086317466917783}), (, {'error': 0.19079655937529916}), (, {'error': 0.41574684528752126}), (, {'error': 0.1355520007630746}), (, {'error': 0.00974483767324763}), (, {'error': 0.8613276945009707}), (, {'error': 0.28158617876977865}), (, {'error': 0.1915630526465161}), (, {'error': 0.2235655443212885}), (, {'error': 0.15287528678279771}), (, {'error': 0.01199094350809532}), (, {'error': 0.2488236198489755}), (, {'error': 0.5201072657958499}), (, {'error': 0.11857038746341875}), (, {'error': 0.8693077060488239}), (, {'error': 0.18924469739929783}), (, {'error': 0.6358539317359582}), (, {'error': 0.40875048069118236}), (, {'error': 0.5430910159955151})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 0.965 0.862 0.207 0.933 0.950 0.074 0.882 0.631 0.797 -0.593 -0.035 0.707 0.703 -0.904 -0.323 0.781 0.492 0.179 0.878 0.961 -0.962 -0.116 0.384 |\n", + "| omega_p | 0.965 1.000 0.894 0.210 0.967 0.988 0.083 0.914 0.654 0.826 -0.638 -0.036 0.723 0.723 -0.937 -0.337 0.815 0.506 0.200 0.913 0.996 -0.997 -0.123 0.408 |\n", + "| phi_s | 0.862 0.894 1.000 0.187 0.864 0.883 0.074 0.817 0.585 0.738 -0.576 -0.032 0.646 0.646 -0.837 -0.305 0.728 0.452 0.179 0.816 0.890 -0.891 -0.110 0.364 |\n", + "| p4040_s | 0.207 0.210 0.187 1.000 0.203 0.207 0.024 0.192 0.135 0.171 -0.137 -0.008 0.151 0.147 -0.196 -0.056 0.155 0.095 0.050 0.192 0.210 -0.209 -0.023 0.070 |\n", + "| rho_p | 0.933 0.967 0.864 0.203 1.000 0.955 0.080 0.884 0.632 0.799 -0.615 -0.035 0.699 0.700 -0.906 -0.324 0.788 0.489 0.193 0.883 0.964 -0.964 -0.119 0.394 |\n", + "| Dbar_p | 0.950 0.988 0.883 0.207 0.955 1.000 0.077 0.903 0.657 0.813 -0.617 -0.036 0.706 0.713 -0.925 -0.313 0.798 0.498 0.195 0.898 0.986 -0.985 -0.120 0.397 |\n", + "| p3770_s | 0.074 0.083 0.074 0.024 0.080 0.077 1.000 0.076 0.077 0.068 -0.039 -0.004 0.048 0.064 -0.078 -0.021 0.072 0.047 0.013 0.070 0.083 -0.083 -0.010 0.030 |\n", + "| phi_p | 0.882 0.914 0.817 0.192 0.884 0.903 0.076 1.000 0.598 0.755 -0.582 -0.033 0.662 0.662 -0.857 -0.306 0.745 0.463 0.183 0.835 0.912 -0.912 -0.112 0.373 |\n", + "| psi2s_p | 0.631 0.654 0.585 0.135 0.632 0.657 0.077 0.598 1.000 0.544 -0.418 -0.020 0.542 0.472 -0.613 -0.238 0.547 0.331 0.172 0.597 0.650 -0.652 -0.085 0.287 |\n", + "| DDstar_s | 0.797 0.826 0.738 0.171 0.799 0.813 0.068 0.755 0.544 1.000 -0.521 -0.030 0.593 0.593 -0.774 -0.258 0.669 0.414 0.168 0.751 0.825 -0.823 -0.101 0.336 |\n", + "| bplus_2 | -0.593 -0.638 -0.576 -0.137 -0.615 -0.617 -0.039 -0.582 -0.418 -0.521 1.000 0.022 -0.482 -0.467 0.596 0.134 -0.494 -0.318 -0.111 -0.567 -0.643 0.637 0.066 -0.231 |\n", + "| Dbar_s | -0.035 -0.036 -0.032 -0.008 -0.035 -0.036 -0.004 -0.033 -0.020 -0.030 0.022 1.000 -0.032 -0.026 0.034 0.013 -0.029 -0.019 -0.006 -0.032 -0.036 0.036 0.004 -0.014 |\n", + "| DDstar_p | 0.707 0.723 0.646 0.151 0.699 0.706 0.048 0.662 0.542 0.593 -0.482 -0.032 1.000 0.512 -0.677 -0.200 0.610 0.356 0.170 0.700 0.723 -0.721 -0.094 0.340 |\n", + "| p4415_p | 0.703 0.723 0.646 0.147 0.700 0.713 0.064 0.662 0.472 0.593 -0.467 -0.026 0.512 1.000 -0.678 -0.210 0.598 0.366 0.152 0.657 0.724 -0.721 -0.053 0.318 |\n", + "| omega_s | -0.904 -0.937 -0.837 -0.196 -0.906 -0.925 -0.078 -0.857 -0.613 -0.774 0.596 0.034 -0.677 -0.678 1.000 0.315 -0.763 -0.474 -0.187 -0.856 -0.934 0.934 0.115 -0.382 |\n", + "| bplus_1 | -0.323 -0.337 -0.305 -0.056 -0.324 -0.313 -0.021 -0.306 -0.238 -0.258 0.134 0.013 -0.200 -0.210 0.315 1.000 -0.250 -0.146 -0.081 -0.280 -0.352 0.336 0.042 -0.139 |\n", + "| p4040_p | 0.781 0.815 0.728 0.155 0.788 0.798 0.072 0.745 0.547 0.669 -0.494 -0.029 0.610 0.598 -0.763 -0.250 1.000 0.424 0.193 0.738 0.814 -0.812 -0.096 0.292 |\n", + "| p4160_s | 0.492 0.506 0.452 0.095 0.489 0.498 0.047 0.463 0.331 0.414 -0.318 -0.019 0.356 0.366 -0.474 -0.146 0.424 1.000 0.112 0.459 0.506 -0.504 -0.054 0.175 |\n", + "| p3770_p | 0.179 0.200 0.179 0.050 0.193 0.195 0.013 0.183 0.172 0.168 -0.111 -0.006 0.170 0.152 -0.187 -0.081 0.193 0.112 1.000 0.175 0.198 -0.199 -0.028 0.096 |\n", + "| jpsi_p | 0.878 0.913 0.816 0.192 0.883 0.898 0.070 0.835 0.597 0.751 -0.567 -0.032 0.700 0.657 -0.856 -0.280 0.738 0.459 0.175 1.000 0.912 -0.910 -0.112 0.372 |\n", + "| bplus_0 | 0.961 0.996 0.890 0.210 0.964 0.986 0.083 0.912 0.650 0.825 -0.643 -0.036 0.723 0.724 -0.934 -0.352 0.814 0.506 0.198 0.912 1.000 -0.993 -0.122 0.406 |\n", + "| rho_s | -0.962 -0.997 -0.891 -0.209 -0.964 -0.985 -0.083 -0.912 -0.652 -0.823 0.637 0.036 -0.721 -0.721 0.934 0.336 -0.812 -0.504 -0.199 -0.910 -0.993 1.000 0.122 -0.407 |\n", + "| p4415_s | -0.116 -0.123 -0.110 -0.023 -0.119 -0.120 -0.010 -0.112 -0.085 -0.101 0.066 0.004 -0.094 -0.053 0.115 0.042 -0.096 -0.054 -0.028 -0.112 -0.122 0.122 1.000 -0.050 |\n", + "| p4160_p | 0.384 0.408 0.364 0.070 0.394 0.397 0.030 0.373 0.287 0.336 -0.231 -0.014 0.340 0.318 -0.382 -0.139 0.292 0.175 0.096 0.372 0.406 -0.407 -0.050 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.13307582874104307}), (, {'error': 11.312544525700241}), (, {'error': 0.29435979835990267}), (, {'error': 0.020773255462037232}), (, {'error': 0.2436242306495524}), (, {'error': 0.42032440023747597}), (, {'error': 0.04542769991233664}), (, {'error': 0.16705000022500105}), (, {'error': 0.01701667878468638}), (, {'error': 0.008402722883520175}), (, {'error': 0.015655568513703977}), (, {'error': 0.00046055330791114346}), (, {'error': 0.20138193109194136}), (, {'error': 0.17099716522674058}), (, {'error': 0.16848322966260731}), (, {'error': 0.0025357515987360912}), (, {'error': 0.08785001542580062}), (, {'error': 0.03182752693261037}), (, {'error': 0.04623833317689208}), (, {'error': 0.02804294337792035}), (, {'error': 0.01433694235612526}), (, {'error': 0.34127837859046173}), (, {'error': 0.02591065046357091}), (, {'error': 0.0690782454106591})])\n" ] }, { @@ -1742,17 +1748,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "Toy 1/15\n", - "Time taken: 2 min, 3 s\n", - "Projected time left: 28 min, 42 s\n", + "Toy 1/10\n", + "Time taken: 1 min, 40 s\n", + "Projected time left: 15 min\n", "Toy 1: Generating data...\n", "Toy 1: Data generation finished\n", "Toy 1: Loading data...\n", "Toy 1: Loading data finished\n", "Toy 1: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.977E+05 | Ncalls=1118 (1118 total) |\n", - "| EDM = 0.000159 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.979E+05 | Ncalls=1287 (1287 total) |\n", + "| EDM = 6.42E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1760,77 +1766,83 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", + "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297712.9015097967\n", + "Function minimum: 297909.6307224464\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.300 | 0.022 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.06 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 1.97 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 6.20 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -5.07 | 0.30 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | -6.0 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.12 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 5.1 | 3.0 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.5 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.53 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -2.00 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.06 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.55 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 6.16 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 4.89 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 4.527 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 16.5 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.34 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.30 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | 3.95 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.300 | 0.014 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | 0.62 | 0.19 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | -5.6 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 22.0 | 1.0 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 1.09 | 0.18 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | -0.30 | 0.71 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | 0.9 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 1.89 | 0.24 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | -5.53 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.08 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | 0.300 | 0.024 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | 0.12 | 0.07 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | 4.0 | 0.4 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | -2.54 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 8 | 4 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | 0.73 | 0.06 | | | -2 | 2 | |\n", + "| 16| p4040_p | -2.70 | 0.17 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 2.60 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | 4.24 | 0.14 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | 4.580 | 0.025 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | -0.376 | 0.028 | | | -2 | 2 | |\n", + "| 21| rho_s | 0.6 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 1.73 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | -2.13 | 0.09 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.026 -0.011 -0.000 -0.010 -0.001 0.034 -0.001 -0.000 0.004 0.009 0.007 0.003 -0.003 0.028 0.062 0.001 0.010 0.024 0.026 -0.001 |\n", - "| psi2s_p | 0.026 1.000 0.250 -0.004 0.142 -0.005 0.286 -0.005 0.000 -0.186 0.259 -0.202 -0.111 -0.003 0.165 -0.073 -0.005 0.224 -0.461 0.117 0.028 |\n", - "| p3770_s | -0.011 0.250 1.000 0.003 -0.122 0.012 -0.003 0.013 -0.006 0.060 -0.148 0.183 0.093 0.031 -0.064 -0.083 -0.009 0.016 -0.056 0.035 -0.016 |\n", - "| phi_p | -0.000 -0.004 0.003 1.000 -0.003 0.025 0.001 0.010 0.032 -0.003 0.000 -0.002 -0.002 0.084 -0.009 -0.027 0.664 0.002 -0.011 0.000 0.000 |\n", - "| Dbar_p | -0.010 0.142 -0.122 -0.003 1.000 -0.005 -0.211 -0.004 -0.010 -0.036 -0.019 -0.069 -0.090 -0.025 -0.634 -0.206 0.006 -0.173 -0.521 -0.174 0.005 |\n", - "| omega_p | -0.001 -0.005 0.012 0.025 -0.005 1.000 0.006 0.872 -0.232 -0.004 0.002 -0.001 0.001 0.118 -0.025 -0.064 0.082 0.010 -0.035 0.005 -0.000 |\n", - "| p4160_p | 0.034 0.286 -0.003 0.001 -0.211 0.006 1.000 0.006 0.004 -0.017 0.247 -0.494 -0.160 0.029 0.286 -0.036 -0.010 0.226 -0.302 0.309 0.004 |\n", - "| omega_s | -0.001 -0.005 0.013 0.010 -0.004 0.872 0.006 1.000 -0.399 -0.003 0.002 -0.001 0.001 0.245 -0.024 -0.067 0.082 0.009 -0.035 0.004 -0.000 |\n", - "| rho_s | -0.000 0.000 -0.006 0.032 -0.010 -0.232 0.004 -0.399 1.000 -0.008 0.000 -0.005 -0.010 0.149 -0.021 0.009 0.020 -0.000 -0.010 0.001 -0.001 |\n", - "| p4415_s | 0.004 -0.186 0.060 -0.003 -0.036 -0.004 -0.017 -0.003 -0.008 1.000 -0.113 0.160 0.317 -0.014 -0.260 0.010 -0.000 0.064 0.281 -0.134 0.006 |\n", - "| p3770_p | 0.009 0.259 -0.148 0.000 -0.019 0.002 0.247 0.002 0.000 -0.113 1.000 -0.116 -0.030 0.008 0.184 -0.033 -0.003 0.244 -0.289 0.122 0.006 |\n", - "| p4040_s | 0.007 -0.202 0.183 -0.002 -0.069 -0.001 -0.494 -0.001 -0.005 0.160 -0.116 1.000 0.060 -0.003 -0.248 0.001 -0.003 -0.186 0.326 -0.193 0.006 |\n", - "| p4160_s | 0.003 -0.111 0.093 -0.002 -0.090 0.001 -0.160 0.001 -0.010 0.317 -0.030 0.060 1.000 -0.002 -0.244 -0.019 -0.004 0.361 0.212 -0.150 0.000 |\n", - "| rho_p | -0.003 -0.003 0.031 0.084 -0.025 0.118 0.029 0.245 0.149 -0.014 0.008 -0.003 -0.002 1.000 -0.107 -0.145 0.137 0.034 -0.118 0.021 -0.002 |\n", - "| DDstar_p | 0.028 0.165 -0.064 -0.009 -0.634 -0.025 0.286 -0.024 -0.021 -0.260 0.184 -0.248 -0.244 -0.107 1.000 0.408 0.027 0.092 0.227 0.042 -0.031 |\n", - "| jpsi_p | 0.062 -0.073 -0.083 -0.027 -0.206 -0.064 -0.036 -0.067 0.009 0.010 -0.033 0.001 -0.019 -0.145 0.408 1.000 0.016 -0.080 0.452 -0.026 0.035 |\n", - "| phi_s | 0.001 -0.005 -0.009 0.664 0.006 0.082 -0.010 0.082 0.020 -0.000 -0.003 -0.003 -0.004 0.137 0.027 0.016 1.000 -0.011 0.028 -0.008 0.001 |\n", - "| p4040_p | 0.010 0.224 0.016 0.002 -0.173 0.010 0.226 0.009 -0.000 0.064 0.244 -0.186 0.361 0.034 0.092 -0.080 -0.011 1.000 -0.225 0.173 -0.004 |\n", - "| Ctt | 0.024 -0.461 -0.056 -0.011 -0.521 -0.035 -0.302 -0.035 -0.010 0.281 -0.289 0.326 0.212 -0.118 0.227 0.452 0.028 -0.225 1.000 -0.089 0.004 |\n", - "| p4415_p | 0.026 0.117 0.035 0.000 -0.174 0.005 0.309 0.004 0.001 -0.134 0.122 -0.193 -0.150 0.021 0.042 -0.026 -0.008 0.173 -0.089 1.000 0.002 |\n", - "| Dbar_s | -0.001 0.028 -0.016 0.000 0.005 -0.000 0.004 -0.000 -0.001 0.006 0.006 0.006 0.000 -0.002 -0.031 0.035 0.001 -0.004 0.004 0.002 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.02215974098551443}), (, {'error': 0.0321947897928192}), (, {'error': 0.22720056394069743}), (, {'error': 0.26154840400711254}), (, {'error': 0.30060561154625143}), (, {'error': 0.5931485753481085}), (, {'error': 0.08739229819390726}), (, {'error': 3.0061071278032503}), (, {'error': 0.3259333401663742}), (, {'error': 0.1802244607762047}), (, {'error': 0.13140700738119193}), (, {'error': 0.16797069161014594}), (, {'error': 0.1626269650701777}), (, {'error': 0.2218389047264795}), (, {'error': 0.21726966084368993}), (, {'error': 0.025613247486178103}), (, {'error': 1.0532597652043885}), (, {'error': 0.17297013054059907}), (, {'error': 0.15724705228223068}), (, {'error': 0.1366323222455872}), (, {'error': 0.014237440675381602})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 -0.014 -0.053 0.288 0.090 -0.352 -0.037 -0.015 -0.436 0.012 -0.639 0.002 -0.141 0.135 -0.012 0.102 -0.020 0.228 -0.274 0.467 0.026 -0.005 0.075 -0.120 |\n", + "| omega_p | -0.014 1.000 -0.012 -0.000 -0.141 0.005 0.004 -0.005 -0.007 0.002 0.022 0.001 0.018 -0.001 0.827 0.177 0.004 0.001 -0.006 -0.041 -0.198 0.419 0.001 -0.006 |\n", + "| phi_s | -0.053 -0.012 1.000 -0.006 -0.108 -0.014 -0.032 0.457 0.032 -0.001 0.158 -0.003 -0.007 -0.041 0.012 -0.146 -0.036 -0.039 0.016 0.056 0.161 -0.124 0.020 -0.017 |\n", + "| p4040_s | 0.288 -0.000 -0.006 1.000 0.005 0.025 0.156 -0.001 -0.200 -0.000 -0.001 0.011 -0.134 -0.143 -0.002 -0.021 -0.166 -0.070 -0.159 0.066 0.004 0.004 0.139 -0.417 |\n", + "| rho_p | 0.090 -0.141 -0.108 0.005 1.000 0.007 0.037 -0.294 -0.044 0.000 -0.253 0.003 -0.020 0.046 0.019 -0.216 0.031 0.047 -0.012 -0.049 0.235 -0.045 -0.027 0.024 |\n", + "| Dbar_p | -0.352 0.005 -0.014 0.025 0.007 1.000 -0.057 -0.005 0.023 -0.006 0.026 0.012 -0.164 -0.152 -0.002 -0.074 -0.174 -0.002 -0.061 -0.232 0.002 0.023 0.058 -0.220 |\n", + "| p3770_s | -0.037 0.004 -0.032 0.156 0.037 -0.057 1.000 -0.011 0.265 -0.004 -0.000 -0.016 0.076 0.005 -0.002 -0.020 0.033 0.090 -0.131 -0.082 -0.022 0.020 0.070 -0.048 |\n", + "| phi_p | -0.015 -0.005 0.457 -0.001 -0.294 -0.005 -0.011 1.000 0.009 0.001 0.063 -0.000 -0.001 -0.010 -0.081 0.053 -0.009 -0.012 0.002 0.015 -0.052 0.036 0.006 -0.006 |\n", + "| psi2s_p | -0.436 -0.007 0.032 -0.200 -0.044 0.023 0.265 0.009 1.000 0.019 0.156 0.026 -0.044 0.091 0.001 0.019 0.183 -0.094 0.238 -0.094 0.006 -0.026 -0.136 0.264 |\n", + "| DDstar_s | 0.012 0.002 -0.001 -0.000 0.000 -0.006 -0.004 0.001 0.019 1.000 0.016 -0.001 0.032 -0.000 0.000 -0.032 -0.003 0.000 0.013 0.037 0.006 0.006 0.010 0.012 |\n", + "| bplus_2 | -0.639 0.022 0.158 -0.001 -0.253 0.026 -0.000 0.063 0.156 0.016 1.000 -0.006 0.262 -0.234 0.023 -0.231 -0.096 -0.080 0.082 -0.264 0.032 -0.026 0.231 -0.163 |\n", + "| Dbar_s | 0.002 0.001 -0.003 0.011 0.003 0.012 -0.016 -0.000 0.026 -0.001 -0.006 1.000 -0.002 -0.001 -0.000 -0.011 -0.008 0.004 0.004 0.030 0.002 0.003 0.011 -0.003 |\n", + "| DDstar_p | -0.141 0.018 -0.007 -0.134 -0.020 -0.164 0.076 -0.001 -0.044 0.032 0.262 -0.002 1.000 -0.347 -0.001 -0.271 -0.165 -0.078 0.079 -0.296 0.030 0.056 0.049 -0.240 |\n", + "| p4415_p | 0.135 -0.001 -0.041 -0.143 0.046 -0.152 0.005 -0.010 0.091 -0.000 -0.234 -0.001 -0.347 1.000 -0.006 0.169 0.188 -0.050 0.066 0.149 -0.069 0.012 -0.183 0.383 |\n", + "| omega_s | -0.012 0.827 0.012 -0.002 0.019 -0.002 -0.002 -0.081 0.001 0.000 0.023 -0.000 -0.001 -0.006 1.000 -0.000 -0.004 -0.005 0.001 -0.017 0.000 0.070 0.002 -0.003 |\n", + "| bplus_1 | 0.102 0.177 -0.146 -0.021 -0.216 -0.074 -0.020 0.053 0.019 -0.032 -0.231 -0.011 -0.271 0.169 -0.000 1.000 0.114 -0.027 -0.016 0.047 -0.942 0.437 -0.147 0.172 |\n", + "| p4040_p | -0.020 0.004 -0.036 -0.166 0.031 -0.174 0.033 -0.009 0.183 -0.003 -0.096 -0.008 -0.165 0.188 -0.004 0.114 1.000 0.372 0.193 0.027 -0.072 0.022 0.074 0.090 |\n", + "| p4160_s | 0.228 0.001 -0.039 -0.070 0.047 -0.002 0.090 -0.012 -0.094 0.000 -0.080 0.004 -0.078 -0.050 -0.005 -0.027 0.372 1.000 -0.027 0.019 -0.011 0.020 0.330 -0.147 |\n", + "| p3770_p | -0.274 -0.006 0.016 -0.159 -0.012 -0.061 -0.131 0.002 0.238 0.013 0.082 0.004 0.079 0.066 0.001 -0.016 0.193 -0.027 1.000 -0.069 0.020 -0.020 -0.089 0.192 |\n", + "| jpsi_p | 0.467 -0.041 0.056 0.066 -0.049 -0.232 -0.082 0.015 -0.094 0.037 -0.264 0.030 -0.296 0.149 -0.017 0.047 0.027 0.019 -0.069 1.000 0.124 -0.089 -0.060 0.092 |\n", + "| bplus_0 | 0.026 -0.198 0.161 0.004 0.235 0.002 -0.022 -0.052 0.006 0.006 0.032 0.002 0.030 -0.069 0.000 -0.942 -0.072 -0.011 0.020 0.124 1.000 -0.496 0.044 -0.050 |\n", + "| rho_s | -0.005 0.419 -0.124 0.004 -0.045 0.023 0.020 0.036 -0.026 0.006 -0.026 0.003 0.056 0.012 0.070 0.437 0.022 0.020 -0.020 -0.089 -0.496 1.000 -0.004 -0.010 |\n", + "| p4415_s | 0.075 0.001 0.020 0.139 -0.027 0.058 0.070 0.006 -0.136 0.010 0.231 0.011 0.049 -0.183 0.002 -0.147 0.074 0.330 -0.089 -0.060 0.044 -0.004 1.000 -0.107 |\n", + "| p4160_p | -0.120 -0.006 -0.017 -0.417 0.024 -0.220 -0.048 -0.006 0.264 0.012 -0.163 -0.003 -0.240 0.383 -0.003 0.172 0.090 -0.147 0.192 0.092 -0.050 -0.010 -0.107 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.18748768755829082}), (, {'error': 0.40323634554077215}), (, {'error': 0.985024000483012}), (, {'error': 0.17586720794456895}), (, {'error': 0.7105697644993554}), (, {'error': 0.32118284401931696}), (, {'error': 0.2372102719369873}), (, {'error': 0.14503339498061774}), (, {'error': 0.03185662332362904}), (, {'error': 0.02421642931361845}), (, {'error': 0.07483773848310715}), (, {'error': 0.01520721320902993}), (, {'error': 0.39795186227992385}), (, {'error': 0.13390670241756997}), (, {'error': 3.8706357513686984}), (, {'error': 0.057866643089661274}), (, {'error': 0.16823464853939285}), (, {'error': 0.171806968358724}), (, {'error': 0.138889598592427}), (, {'error': 0.02515049586844853}), (, {'error': 0.02826194125557635}), (, {'error': 0.39800274915520395}), (, {'error': 0.19429670305431568}), (, {'error': 0.08939828920188164})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 2/15\n", - "Time taken: 3 min, 44 s\n", - "Projected time left: 24 min, 16 s\n", + "Toy 2/10\n", + "Time taken: 3 min, 54 s\n", + "Projected time left: 15 min, 36 s\n", "Toy 2: Generating data...\n", "Toy 2: Data generation finished\n", "Toy 2: Loading data...\n", "Toy 2: Loading data finished\n", "Toy 2: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.977E+05 | Ncalls=1017 (1017 total) |\n", - "| EDM = 1.43E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.977E+05 | Ncalls=1481 (1481 total) |\n", + "| EDM = 5.87E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1840,153 +1852,165 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297696.73191606125\n", + "Function minimum: 297742.96509176795\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.12 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 0.919 | 0.016 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.15 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 8.5 | 1.4 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.23 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -6.283 | 0.023 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.96 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.13 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -0.18 | 0.45 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -4.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -1.709 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17 | 5 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.61 | 0.18 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.40 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.39 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | -0.017 | 0.193 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | 6.28 | 0.09 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 1.56 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | -0.55 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | 1.5 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 0.919 | 0.024 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | -5.27 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.04 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | 0.23 | 0.10 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -0.30 | 0.08 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | -0.011 | 0.472 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | 4.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 6.0 | 0.9 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | 1.02 | 0.08 | | | -2 | 2 | |\n", + "| 16| p4040_p | 2.86 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 0.717 | 0.012 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | -6.283 | 0.019 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | 4.613 | 0.030 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | -0.55 | 0.04 | | | -2 | 2 | |\n", + "| 21| rho_s | 1.37 | 0.31 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.057 0.001 0.015 -0.078 0.006 0.106 -0.000 0.000 -0.003 -0.000 0.011 0.010 -0.008 0.142 0.160 0.015 0.056 0.078 0.076 -0.013 |\n", - "| psi2s_p | 0.057 1.000 0.005 -0.034 0.355 -0.012 0.174 0.001 -0.005 -0.150 -0.009 -0.189 -0.127 -0.008 -0.115 -0.002 -0.033 0.064 -0.529 0.039 0.099 |\n", - "| p3770_s | 0.001 0.005 1.000 0.000 -0.001 0.000 0.006 0.000 -0.000 -0.003 -0.001 -0.005 -0.001 -0.000 0.004 0.001 0.000 0.006 -0.006 0.003 0.000 |\n", - "| phi_p | 0.015 -0.034 0.000 1.000 0.033 0.302 -0.036 -0.108 0.027 -0.003 0.001 -0.006 -0.015 -0.161 0.059 -0.121 0.997 -0.047 0.060 -0.033 0.011 |\n", - "| Dbar_p | -0.078 0.355 -0.001 0.033 1.000 0.010 -0.314 -0.000 -0.014 0.123 0.010 0.153 -0.004 -0.016 -0.851 -0.108 0.033 -0.254 -0.600 -0.197 0.035 |\n", - "| omega_p | 0.006 -0.012 0.000 0.302 0.010 1.000 -0.013 0.674 0.320 -0.003 0.001 -0.003 -0.008 -0.143 0.025 -0.037 0.303 -0.019 0.027 -0.013 0.004 |\n", - "| p4160_p | 0.106 0.174 0.006 -0.036 -0.314 -0.013 1.000 -0.000 0.006 -0.064 -0.006 -0.515 -0.160 0.024 0.370 0.010 -0.037 0.095 -0.150 0.303 0.019 |\n", - "| omega_s | -0.000 0.001 0.000 -0.108 -0.000 0.674 -0.000 1.000 -0.019 0.000 0.000 0.000 0.000 0.070 0.001 0.006 -0.103 -0.000 0.002 -0.000 -0.000 |\n", - "| rho_s | 0.000 -0.005 -0.000 0.027 -0.014 0.320 0.006 -0.019 1.000 -0.010 -0.000 -0.008 -0.008 0.216 -0.023 -0.033 0.028 0.006 -0.030 0.003 -0.000 |\n", - "| p4415_s | -0.003 -0.150 -0.003 -0.003 0.123 -0.003 -0.064 0.000 -0.010 1.000 0.001 0.132 0.326 -0.010 -0.291 -0.035 -0.003 0.076 0.175 -0.156 0.026 |\n", - "| p3770_p | -0.000 -0.009 -0.001 0.001 0.010 0.001 -0.006 0.000 -0.000 0.001 1.000 -0.001 -0.003 -0.002 -0.007 0.004 0.001 -0.008 0.004 -0.004 0.001 |\n", - "| p4040_s | 0.011 -0.189 -0.005 -0.006 0.153 -0.003 -0.515 0.000 -0.008 0.132 -0.001 1.000 -0.083 -0.013 -0.281 -0.003 -0.006 -0.232 0.229 -0.234 0.037 |\n", - "| p4160_s | 0.010 -0.127 -0.001 -0.015 -0.004 -0.008 -0.160 0.000 -0.008 0.326 -0.003 -0.083 1.000 0.007 -0.204 -0.063 -0.016 0.366 0.162 -0.155 0.014 |\n", - "| rho_p | -0.008 -0.008 -0.000 -0.161 -0.016 -0.143 0.024 0.070 0.216 -0.010 -0.002 -0.013 0.007 1.000 -0.099 -0.146 -0.152 0.041 -0.138 0.022 -0.001 |\n", - "| DDstar_p | 0.142 -0.115 0.004 0.059 -0.851 0.025 0.370 0.001 -0.023 -0.291 -0.007 -0.281 -0.204 -0.099 1.000 0.296 0.061 0.147 0.456 0.115 -0.058 |\n", - "| jpsi_p | 0.160 -0.002 0.001 -0.121 -0.108 -0.037 0.010 0.006 -0.033 -0.035 0.004 -0.003 -0.063 -0.146 0.296 1.000 -0.117 -0.074 0.354 -0.020 0.107 |\n", - "| phi_s | 0.015 -0.033 0.000 0.997 0.033 0.303 -0.037 -0.103 0.028 -0.003 0.001 -0.006 -0.016 -0.152 0.061 -0.117 1.000 -0.048 0.063 -0.033 0.011 |\n", - "| p4040_p | 0.056 0.064 0.006 -0.047 -0.254 -0.019 0.095 -0.000 0.006 0.076 -0.008 -0.232 0.366 0.041 0.147 -0.074 -0.048 1.000 -0.042 0.120 0.011 |\n", - "| Ctt | 0.078 -0.529 -0.006 0.060 -0.600 0.027 -0.150 0.002 -0.030 0.175 0.004 0.229 0.162 -0.138 0.456 0.354 0.063 -0.042 1.000 -0.016 0.020 |\n", - "| p4415_p | 0.076 0.039 0.003 -0.033 -0.197 -0.013 0.303 -0.000 0.003 -0.156 -0.004 -0.234 -0.155 0.022 0.115 -0.020 -0.033 0.120 -0.016 1.000 0.016 |\n", - "| Dbar_s | -0.013 0.099 0.000 0.011 0.035 0.004 0.019 -0.000 -0.000 0.026 0.001 0.037 0.014 -0.001 -0.058 0.107 0.011 0.011 0.020 0.016 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.058875377015676786}), (, {'error': 0.033521499395147814}), (, {'error': 0.016184203328837576}), (, {'error': 8.37432462843211}), (, {'error': 0.42560897291060407}), (, {'error': 0.34790325392731125}), (, {'error': 0.10193439480943578}), (, {'error': 1.3772448323544637}), (, {'error': 0.33342944119029977}), (, {'error': 0.18280504617565851}), (, {'error': 0.022860061316435143}), (, {'error': 0.16920777712131063}), (, {'error': 0.164649848922645}), (, {'error': 0.45380181319300217}), (, {'error': 0.3425344799465915}), (, {'error': 0.02521702369783352}), (, {'error': 5.467375909610385}), (, {'error': 0.184064395689175}), (, {'error': 0.1556835475337608}), (, {'error': 0.16856690415841125}), (, {'error': 0.049215801838525364})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 -0.001 -0.001 0.031 0.025 -0.498 -0.008 -0.001 -0.402 -0.011 -0.589 0.022 0.398 0.240 0.026 0.041 0.334 0.004 0.001 0.479 0.157 -0.079 0.022 -0.006 |\n", + "| omega_p | -0.001 1.000 -0.002 0.000 0.021 0.001 -0.000 0.005 0.000 -0.000 0.001 0.000 -0.001 -0.000 -0.081 0.003 -0.000 -0.000 0.000 0.000 -0.004 0.014 0.001 0.000 |\n", + "| phi_s | -0.001 -0.002 1.000 -0.024 -0.143 -0.082 0.000 0.331 -0.000 0.003 0.120 -0.020 0.003 -0.020 -0.004 -0.093 -0.005 0.001 -0.001 0.029 0.117 -0.034 -0.012 0.000 |\n", + "| p4040_s | 0.031 0.000 -0.024 1.000 0.037 0.373 -0.006 -0.007 -0.081 0.000 -0.015 0.075 -0.081 -0.213 -0.013 -0.067 -0.269 -0.007 0.005 0.017 -0.057 0.028 0.104 0.010 |\n", + "| rho_p | 0.025 0.021 -0.143 0.037 1.000 0.123 -0.000 -0.248 -0.013 -0.001 -0.253 0.034 0.007 0.041 0.159 0.008 0.008 -0.001 0.001 -0.051 -0.048 0.161 0.008 -0.000 |\n", + "| Dbar_p | -0.498 0.001 -0.082 0.373 0.123 1.000 0.002 -0.029 0.275 0.032 -0.054 0.078 -0.300 -0.262 -0.030 -0.082 -0.417 -0.014 0.013 -0.132 -0.192 0.070 0.184 0.007 |\n", + "| p3770_s | -0.008 -0.000 0.000 -0.006 -0.000 0.002 1.000 0.000 0.009 -0.001 0.001 0.002 0.004 0.002 0.000 -0.001 0.005 0.000 -0.002 0.002 0.001 -0.000 -0.002 -0.000 |\n", + "| phi_p | -0.001 0.005 0.331 -0.007 -0.248 -0.029 0.000 1.000 0.009 -0.001 0.073 -0.006 0.014 -0.011 -0.117 0.021 0.003 0.000 -0.000 0.023 -0.010 0.131 0.002 0.000 |\n", + "| psi2s_p | -0.402 0.000 -0.000 -0.081 -0.013 0.275 0.009 0.009 1.000 0.022 0.188 0.133 0.236 -0.040 -0.017 -0.020 0.042 0.006 -0.006 0.122 -0.073 0.041 -0.030 0.001 |\n", + "| DDstar_s | -0.011 -0.000 0.003 0.000 -0.001 0.032 -0.001 -0.001 0.022 1.000 -0.049 0.006 0.027 0.029 0.007 0.014 0.038 0.000 0.000 0.012 0.030 -0.017 0.003 -0.001 |\n", + "| bplus_2 | -0.589 0.001 0.120 -0.015 -0.253 -0.054 0.001 0.073 0.188 -0.049 1.000 -0.047 -0.071 -0.245 -0.049 0.058 -0.042 -0.003 -0.003 -0.221 -0.180 0.123 0.161 0.001 |\n", + "| Dbar_s | 0.022 0.000 -0.020 0.075 0.034 0.078 0.002 -0.006 0.133 0.006 -0.047 1.000 -0.092 -0.038 -0.003 -0.010 -0.000 -0.001 0.003 0.104 -0.030 0.006 0.055 0.001 |\n", + "| DDstar_p | 0.398 -0.001 0.003 -0.081 0.007 -0.300 0.004 0.014 0.236 0.027 -0.071 -0.092 1.000 0.139 0.006 0.015 0.483 0.015 0.000 0.635 0.033 -0.017 0.036 -0.005 |\n", + "| p4415_p | 0.240 -0.000 -0.020 -0.213 0.041 -0.262 0.002 -0.011 -0.040 0.029 -0.245 -0.038 0.139 1.000 0.013 0.068 0.076 0.011 -0.003 0.106 0.034 -0.035 -0.149 0.001 |\n", + "| omega_s | 0.026 -0.081 -0.004 -0.013 0.159 -0.030 0.000 -0.117 -0.017 0.007 -0.049 -0.003 0.006 0.013 1.000 -0.122 0.006 0.001 -0.000 -0.002 0.132 -0.460 -0.017 -0.000 |\n", + "| bplus_1 | 0.041 0.003 -0.093 -0.067 0.008 -0.082 -0.001 0.021 -0.020 0.014 0.058 -0.010 0.015 0.068 -0.122 1.000 0.065 0.002 -0.002 -0.041 -0.941 0.268 -0.050 -0.002 |\n", + "| p4040_p | 0.334 -0.000 -0.005 -0.269 0.008 -0.417 0.005 0.003 0.042 0.038 -0.042 -0.000 0.483 0.076 0.006 0.065 1.000 0.001 -0.009 0.265 0.011 -0.017 0.092 -0.004 |\n", + "| p4160_s | 0.004 -0.000 0.001 -0.007 -0.001 -0.014 0.000 0.000 0.006 0.000 -0.003 -0.001 0.015 0.011 0.001 0.002 0.001 1.000 -0.000 0.009 0.003 -0.001 -0.001 -0.002 |\n", + "| p3770_p | 0.001 0.000 -0.001 0.005 0.001 0.013 -0.002 -0.000 -0.006 0.000 -0.003 0.003 0.000 -0.003 -0.000 -0.002 -0.009 -0.000 1.000 0.004 -0.001 0.001 0.002 0.000 |\n", + "| jpsi_p | 0.479 0.000 0.029 0.017 -0.051 -0.132 0.002 0.023 0.122 0.012 -0.221 0.104 0.635 0.106 -0.002 -0.041 0.265 0.009 0.004 1.000 0.103 -0.017 0.019 -0.002 |\n", + "| bplus_0 | 0.157 -0.004 0.117 -0.057 -0.048 -0.192 0.001 -0.010 -0.073 0.030 -0.180 -0.030 0.033 0.034 0.132 -0.941 0.011 0.003 -0.001 0.103 1.000 -0.299 -0.080 0.000 |\n", + "| rho_s | -0.079 0.014 -0.034 0.028 0.161 0.070 -0.000 0.131 0.041 -0.017 0.123 0.006 -0.017 -0.035 -0.460 0.268 -0.017 -0.001 0.001 -0.017 -0.299 1.000 0.041 0.000 |\n", + "| p4415_s | 0.022 0.001 -0.012 0.104 0.008 0.184 -0.002 0.002 -0.030 0.003 0.161 0.055 0.036 -0.149 -0.017 -0.050 0.092 -0.001 0.002 0.019 -0.080 0.041 1.000 -0.005 |\n", + "| p4160_p | -0.006 0.000 0.000 0.010 -0.000 0.007 -0.000 0.000 0.001 -0.001 0.001 0.001 -0.005 0.001 -0.000 -0.002 -0.004 -0.002 0.000 -0.002 0.000 0.000 -0.005 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.19338376498028875}), (, {'error': 0.09355253342183101}), (, {'error': 0.8591335437952221}), (, {'error': 0.1745741995718021}), (, {'error': 0.26975749374548696}), (, {'error': 0.5675491117289342}), (, {'error': 0.023645611184699322}), (, {'error': 0.11694285135085192}), (, {'error': 0.034894129483006964}), (, {'error': 0.049562852297974136}), (, {'error': 0.09992913474301979}), (, {'error': 0.0804709270108857}), (, {'error': 0.4721007315609622}), (, {'error': 0.4971009105610804}), (, {'error': 0.9373573080054802}), (, {'error': 0.07869165370384468}), (, {'error': 0.11078527371686864}), (, {'error': 0.011981558188349617}), (, {'error': 0.01896914517553716}), (, {'error': 0.029718397699545207}), (, {'error': 0.0430274851462954}), (, {'error': 0.3078557703077741}), (, {'error': 0.1904672232500821}), (, {'error': 0.010943271603894189})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 3/15\n", - "Time taken: 5 min, 21 s\n", - "Projected time left: 21 min, 24 s\n", + "Toy 3/10\n", + "Time taken: 6 min, 17 s\n", + "Projected time left: 14 min, 35 s\n", "Toy 3: Generating data...\n", "Toy 3: Data generation finished\n", "Toy 3: Loading data...\n", "Toy 3: Loading data finished\n", "Toy 3: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.976E+05 | Ncalls=1133 (1133 total) |\n", - "| EDM = 0.00433 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1302 (1302 total) |\n", + "| EDM = 3.73E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", - "| False | True | True | False |\n", + "| True | True | False | False |\n", "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", + "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297609.29390604334\n", + "Function minimum: 297798.8924556829\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.11 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.32 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -6.0 | 2.3 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -5.2 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.6 | 1.9 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -2.06 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 7.4 | 3.1 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 0.78 | 0.31 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.35 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | 4.07 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.32 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.57 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 5.6 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -4.51 | 0.26 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -1.745 | 0.027 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 19 | 6 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.76 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.68 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.68 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | 0.53 | 0.24 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | -5.63 | 0.23 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 17.9 | 1.3 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 0.98 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | -2.4 | 0.8 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 0.919 | 0.023 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | 0.51 | 0.29 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.18 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | -0.30 | 0.41 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | 0.04 | 0.10 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | -1.4 | 0.6 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | 4.10 | 0.21 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 8.4 | 1.0 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | -0.95 | 0.06 | | | -2 | 2 | |\n", + "| 16| p4040_p | 4.07 | 0.20 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 2.34 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | -6.283 | 0.018 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -4.72 | 0.04 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | 0.502 | 0.023 | | | -2 | 2 | |\n", + "| 21| rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 1.11 | 0.20 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | 4.41 | 0.12 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.057 -0.020 0.018 -0.024 -0.012 0.084 -0.012 0.009 0.004 0.026 0.015 0.003 -0.017 0.076 0.134 0.018 0.041 0.050 0.056 -0.005 |\n", - "| psi2s_p | 0.057 1.000 0.218 -0.014 0.086 -0.010 0.280 -0.009 -0.001 -0.182 0.291 -0.226 -0.092 -0.000 0.159 -0.052 -0.015 0.163 -0.403 0.058 0.040 |\n", - "| p3770_s | -0.020 0.218 1.000 -0.034 -0.125 0.038 -0.032 0.040 -0.030 0.065 -0.180 0.172 0.084 0.047 -0.060 -0.060 -0.034 0.049 0.007 0.042 -0.022 |\n", - "| phi_p | 0.018 -0.014 -0.034 1.000 0.021 -0.534 -0.038 -0.575 0.295 0.011 -0.018 0.008 -0.009 -0.580 0.193 0.100 0.993 -0.059 0.167 -0.037 0.006 |\n", - "| Dbar_p | -0.024 0.086 -0.125 0.021 1.000 -0.017 -0.321 -0.017 0.005 0.020 -0.109 0.006 -0.073 -0.029 -0.704 -0.335 0.021 -0.278 -0.591 -0.218 0.018 |\n", - "| omega_p | -0.012 -0.010 0.038 -0.534 -0.017 1.000 0.023 0.993 -0.177 -0.013 0.011 -0.014 0.008 0.519 -0.146 -0.195 -0.499 0.042 -0.148 0.023 -0.003 |\n", - "| p4160_p | 0.084 0.280 -0.032 -0.038 -0.321 0.023 1.000 0.024 -0.017 -0.116 0.273 -0.458 -0.145 0.040 0.374 0.060 -0.039 0.083 -0.176 0.310 -0.001 |\n", - "| omega_s | -0.012 -0.009 0.040 -0.575 -0.017 0.993 0.024 1.000 -0.245 -0.013 0.011 -0.014 0.008 0.536 -0.153 -0.197 -0.541 0.044 -0.154 0.024 -0.003 |\n", - "| rho_s | 0.009 -0.001 -0.030 0.295 0.005 -0.177 -0.017 -0.245 1.000 0.003 -0.010 0.005 -0.014 -0.132 0.095 0.109 0.284 -0.034 0.099 -0.021 0.002 |\n", - "| p4415_s | 0.004 -0.182 0.065 0.011 0.020 -0.013 -0.116 -0.013 0.003 1.000 -0.127 0.140 0.347 -0.018 -0.211 -0.003 0.010 0.079 0.232 -0.157 0.012 |\n", - "| p3770_p | 0.026 0.291 -0.180 -0.018 -0.109 0.011 0.273 0.011 -0.010 -0.127 1.000 -0.162 -0.012 0.018 0.217 -0.003 -0.019 0.237 -0.234 0.104 0.007 |\n", - "| p4040_s | 0.015 -0.226 0.172 0.008 0.006 -0.014 -0.458 -0.014 0.005 0.140 -0.162 1.000 -0.138 -0.016 -0.195 0.021 0.007 -0.208 0.310 -0.185 0.014 |\n", - "| p4160_s | 0.003 -0.092 0.084 -0.009 -0.073 0.008 -0.145 0.008 -0.014 0.347 -0.012 -0.138 1.000 0.009 -0.219 -0.032 -0.010 0.352 0.176 -0.031 -0.000 |\n", - "| rho_p | -0.017 -0.000 0.047 -0.580 -0.029 0.519 0.040 0.536 -0.132 -0.018 0.018 -0.016 0.009 1.000 -0.215 -0.205 -0.560 0.063 -0.203 0.037 -0.006 |\n", - "| DDstar_p | 0.076 0.159 -0.060 0.193 -0.704 -0.146 0.374 -0.153 0.095 -0.211 0.217 -0.195 -0.219 -0.215 1.000 0.511 0.195 0.092 0.377 0.009 -0.056 |\n", - "| jpsi_p | 0.134 -0.052 -0.060 0.100 -0.335 -0.195 0.060 -0.197 0.109 -0.003 -0.003 0.021 -0.032 -0.205 0.511 1.000 0.098 -0.024 0.517 0.011 0.038 |\n", - "| phi_s | 0.018 -0.015 -0.034 0.993 0.021 -0.499 -0.039 -0.541 0.284 0.010 -0.019 0.007 -0.010 -0.560 0.195 0.098 1.000 -0.060 0.168 -0.038 0.006 |\n", - "| p4040_p | 0.041 0.163 0.049 -0.059 -0.278 0.042 0.083 0.044 -0.034 0.079 0.237 -0.208 0.352 0.063 0.092 -0.024 -0.060 1.000 -0.046 0.156 -0.004 |\n", - "| Ctt | 0.050 -0.403 0.007 0.167 -0.591 -0.148 -0.176 -0.154 0.099 0.232 -0.234 0.310 0.176 -0.203 0.377 0.517 0.168 -0.046 1.000 0.041 -0.008 |\n", - "| p4415_p | 0.056 0.058 0.042 -0.037 -0.218 0.023 0.310 0.024 -0.021 -0.157 0.104 -0.185 -0.031 0.037 0.009 0.011 -0.038 0.156 0.041 1.000 0.002 |\n", - "| Dbar_s | -0.005 0.040 -0.022 0.006 0.018 -0.003 -0.001 -0.003 0.002 0.012 0.007 0.014 -0.000 -0.006 -0.056 0.038 0.006 -0.004 -0.008 0.002 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.03524416571678421}), (, {'error': 0.03192586753092641}), (, {'error': 0.23078604668528513}), (, {'error': 2.3034720157616433}), (, {'error': 0.38400607179445245}), (, {'error': 1.9476455591121122}), (, {'error': 0.08929096342456022}), (, {'error': 3.0827282684748614}), (, {'error': 0.3083021366687284}), (, {'error': 0.18482338032297452}), (, {'error': 0.11321675656139174}), (, {'error': 0.16824203498940749}), (, {'error': 0.1610182945570724}), (, {'error': 0.5790348685907372}), (, {'error': 0.260347443531447}), (, {'error': 0.027273035239154808}), (, {'error': 6.2273177854787285}), (, {'error': 0.1391734951545407}), (, {'error': 0.16546627766698574}), (, {'error': 0.15748540864362015}), (, {'error': 0.021117800010118787})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 0.013 -0.024 0.274 0.010 0.598 -0.001 0.010 -0.033 -0.039 0.439 0.141 -0.097 0.182 -0.018 -0.114 0.038 0.178 0.006 0.311 0.027 0.012 0.106 0.112 |\n", + "| omega_p | 0.013 1.000 0.036 0.003 -0.057 -0.013 0.001 0.031 0.015 -0.031 0.009 0.001 -0.077 -0.016 0.565 -0.011 -0.010 0.012 0.000 0.010 0.104 0.448 0.019 -0.009 |\n", + "| phi_s | -0.024 0.036 1.000 -0.012 -0.012 -0.009 0.000 0.803 0.009 -0.001 -0.076 0.004 -0.013 -0.025 0.017 0.015 -0.016 -0.020 0.000 -0.033 -0.011 -0.046 0.006 -0.012 |\n", + "| p4040_s | 0.274 0.003 -0.012 1.000 0.003 0.006 -0.005 -0.003 -0.222 -0.024 0.095 -0.040 0.105 -0.150 -0.008 -0.025 -0.188 0.021 -0.003 -0.036 0.021 0.009 0.176 -0.415 |\n", + "| rho_p | 0.010 -0.057 -0.012 0.003 1.000 0.006 -0.000 -0.022 -0.008 0.004 0.025 -0.002 0.014 0.011 0.011 0.008 0.006 0.004 -0.000 0.001 -0.029 -0.062 -0.006 0.005 |\n", + "| Dbar_p | 0.598 -0.013 -0.009 0.006 0.006 1.000 0.009 0.005 0.357 0.066 -0.079 0.181 -0.038 0.320 0.003 -0.135 0.384 -0.036 -0.002 0.702 -0.032 -0.055 -0.076 0.559 |\n", + "| p3770_s | -0.001 0.001 0.000 -0.005 -0.000 0.009 1.000 0.000 0.015 -0.006 -0.007 0.002 -0.014 0.003 0.000 0.007 0.010 -0.001 -0.002 0.011 0.001 0.002 -0.002 0.012 |\n", + "| phi_p | 0.010 0.031 0.803 -0.003 -0.022 0.005 0.000 1.000 0.003 -0.009 -0.011 0.001 -0.015 -0.004 -0.017 0.006 -0.003 -0.002 0.000 -0.012 -0.001 -0.028 0.001 -0.000 |\n", + "| psi2s_p | -0.033 0.015 0.009 -0.222 -0.008 0.357 0.015 0.003 1.000 -0.296 -0.322 0.002 -0.425 0.114 0.004 0.214 0.303 -0.122 -0.008 0.425 0.024 0.035 -0.103 0.457 |\n", + "| DDstar_s | -0.039 -0.031 -0.001 -0.024 0.004 0.066 -0.006 -0.009 -0.296 1.000 0.136 -0.086 0.324 -0.015 0.005 -0.226 -0.016 -0.014 -0.003 -0.280 -0.055 -0.068 -0.074 -0.142 |\n", + "| bplus_2 | 0.439 0.009 -0.076 0.095 0.025 -0.079 -0.007 -0.011 -0.322 0.136 1.000 -0.070 0.388 0.230 -0.046 -0.497 0.006 0.143 0.002 -0.263 0.100 0.013 -0.174 -0.046 |\n", + "| Dbar_s | 0.141 0.001 0.004 -0.040 -0.002 0.181 0.002 0.001 0.002 -0.086 -0.070 1.000 -0.176 0.055 0.002 0.034 0.099 -0.016 -0.002 0.119 -0.003 0.002 -0.035 0.135 |\n", + "| DDstar_p | -0.097 -0.077 -0.013 0.105 0.014 -0.038 -0.014 -0.015 -0.425 0.324 0.388 -0.176 1.000 0.241 0.010 -0.637 0.072 0.055 -0.004 -0.310 -0.134 -0.183 -0.144 -0.047 |\n", + "| p4415_p | 0.182 -0.016 -0.025 -0.150 0.011 0.320 0.003 -0.004 0.114 -0.015 0.230 0.055 0.241 1.000 -0.009 -0.246 0.260 -0.108 -0.003 0.163 -0.022 -0.049 -0.211 0.403 |\n", + "| omega_s | -0.018 0.565 0.017 -0.008 0.011 0.003 0.000 -0.017 0.004 0.005 -0.046 0.002 0.010 -0.009 1.000 0.005 -0.003 -0.014 -0.000 -0.016 -0.019 -0.109 -0.001 -0.001 |\n", + "| bplus_1 | -0.114 -0.011 0.015 -0.025 0.008 -0.135 0.007 0.006 0.214 -0.226 -0.497 0.034 -0.637 -0.246 0.005 1.000 -0.122 -0.012 0.002 0.110 -0.610 -0.032 0.197 -0.098 |\n", + "| p4040_p | 0.038 -0.010 -0.016 -0.188 0.006 0.384 0.010 -0.003 0.303 -0.016 0.006 0.099 0.072 0.260 -0.003 -0.122 1.000 0.300 -0.005 0.249 -0.014 -0.034 -0.014 0.348 |\n", + "| p4160_s | 0.178 0.012 -0.020 0.021 0.004 -0.036 -0.001 -0.002 -0.122 -0.014 0.143 -0.016 0.055 -0.108 -0.014 -0.012 0.300 1.000 -0.001 -0.077 0.051 0.028 0.336 -0.136 |\n", + "| p3770_p | 0.006 0.000 0.000 -0.003 -0.000 -0.002 -0.002 0.000 -0.008 -0.003 0.002 -0.002 -0.004 -0.003 -0.000 0.002 -0.005 -0.001 1.000 0.001 0.000 0.001 0.001 -0.003 |\n", + "| jpsi_p | 0.311 0.010 -0.033 -0.036 0.001 0.702 0.011 -0.012 0.425 -0.280 -0.263 0.119 -0.310 0.163 -0.016 0.110 0.249 -0.077 0.001 1.000 0.057 0.025 -0.018 0.459 |\n", + "| bplus_0 | 0.027 0.104 -0.011 0.021 -0.029 -0.032 0.001 -0.001 0.024 -0.055 0.100 -0.003 -0.134 -0.022 -0.019 -0.610 -0.014 0.051 0.000 0.057 1.000 0.268 0.044 -0.020 |\n", + "| rho_s | 0.012 0.448 -0.046 0.009 -0.062 -0.055 0.002 -0.028 0.035 -0.068 0.013 0.002 -0.183 -0.049 -0.109 -0.032 -0.034 0.028 0.001 0.025 0.268 1.000 0.050 -0.035 |\n", + "| p4415_s | 0.106 0.019 0.006 0.176 -0.006 -0.076 -0.002 0.001 -0.103 -0.074 -0.174 -0.035 -0.144 -0.211 -0.001 0.197 -0.014 0.336 0.001 -0.018 0.044 0.050 1.000 -0.115 |\n", + "| p4160_p | 0.112 -0.009 -0.012 -0.415 0.005 0.559 0.012 -0.000 0.457 -0.142 -0.046 0.135 -0.047 0.403 -0.001 -0.098 0.348 -0.136 -0.003 0.459 -0.020 -0.035 -0.115 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.23746033613438966}), (, {'error': 0.22827854391421543}), (, {'error': 1.3242924020583473}), (, {'error': 0.17019599757914744}), (, {'error': 0.1332345481328261}), (, {'error': 0.7962709805312216}), (, {'error': 0.02308522313498257}), (, {'error': 0.2876950629670567}), (, {'error': 0.03769146402222612}), (, {'error': 0.40560761040792503}), (, {'error': 0.10018804096358758}), (, {'error': 0.06870386529805039}), (, {'error': 0.6338643163749156}), (, {'error': 0.2091282373871879}), (, {'error': 1.0387903247081258}), (, {'error': 0.05705684069783579}), (, {'error': 0.20352338541949067}), (, {'error': 0.1706073621912625}), (, {'error': 0.018358184856082094}), (, {'error': 0.03880632726508182}), (, {'error': 0.02288158646680416}), (, {'error': 0.3649741145457665}), (, {'error': 0.19896385950009027}), (, {'error': 0.11669689762358448})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 4/15\n", - "Time taken: 7 min, 10 s\n", - "Projected time left: 19 min, 37 s\n", + "Toy 4/10\n", + "Time taken: 8 min, 31 s\n", + "Projected time left: 12 min, 42 s\n", "Toy 4: Generating data...\n", "Toy 4: Data generation finished\n", "Toy 4: Loading data...\n", "Toy 4: Loading data finished\n", "Toy 4: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.979E+05 | Ncalls=982 (982 total) |\n", - "| EDM = 6.3E-05 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.98E+05 | Ncalls=1319 (1319 total) |\n", + "| EDM = 1.7E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -1994,77 +2018,83 @@ "------------------------------------------------------------------\n", "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", + "| False | True | False | False | True |\n", "------------------------------------------------------------------\n", - "Function minimum: 297861.7701022822\n", + "Function minimum: 297957.0655247679\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.30 | 0.07 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.19 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 0.919 | 0.021 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -5.58 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 1.3 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.20 | 0.40 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -2.00 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 6.9 | 1.3 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.38 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.90 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.07 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6.28 | 0.09 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 5.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 1.568 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17.7 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.72 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.33 | 0.19 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | 4.08 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | -0.017 | 0.204 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | 0.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 18 | 6 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 1.39 | 0.16 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | -0.53 | 0.30 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | 1.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 1.62 | 0.22 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | -6 | 7 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.03 | 0.03 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | 2.6 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | 4.6 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 8.9 | 1.3 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | -0.93 | 0.03 | | | -2 | 2 | |\n", + "| 16| p4040_p | 3.02 | 0.11 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 0.717 | 0.011 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | -1.85 | 0.15 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | -1.752 | 0.032 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | 0.480 | 0.016 | | | -2 | 2 | |\n", + "| 21| rho_s | 1.32 | 0.31 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 0.40 | 0.18 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | -6.283 | 0.012 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 -0.093 -0.002 -0.002 -0.093 -0.003 -0.125 0.000 0.002 0.004 -0.000 -0.012 -0.013 -0.002 0.119 -0.204 0.004 -0.071 -0.105 -0.106 -0.024 |\n", - "| psi2s_p | -0.093 1.000 0.009 -0.001 -0.160 -0.006 0.230 -0.002 -0.002 -0.201 -0.008 -0.252 -0.149 -0.003 -0.057 -0.047 0.003 0.068 -0.394 0.076 -0.107 |\n", - "| p3770_s | -0.002 0.009 1.000 -0.000 0.005 0.000 0.010 -0.000 -0.000 -0.005 -0.002 -0.008 -0.001 0.000 -0.009 0.004 -0.000 0.008 -0.005 0.006 -0.001 |\n", - "| phi_p | -0.002 -0.001 -0.000 1.000 -0.004 -0.059 -0.006 -0.068 0.017 0.003 0.000 0.004 0.000 -0.037 -0.015 -0.021 0.665 -0.006 0.016 -0.005 -0.001 |\n", - "| Dbar_p | -0.093 -0.160 0.005 -0.004 1.000 0.004 0.435 -0.007 0.008 -0.098 -0.006 -0.155 0.027 0.007 -0.866 0.484 -0.023 0.316 0.726 0.315 0.024 |\n", - "| omega_p | -0.003 -0.006 0.000 -0.059 0.004 1.000 0.004 0.790 -0.115 -0.004 -0.000 -0.005 -0.001 0.029 0.002 -0.011 0.004 0.004 -0.010 0.003 -0.002 |\n", - "| p4160_p | -0.125 0.230 0.010 -0.006 0.435 0.004 1.000 -0.007 0.006 -0.072 -0.005 -0.489 -0.146 0.007 -0.463 0.273 -0.024 0.100 0.019 0.378 0.010 |\n", - "| omega_s | 0.000 -0.002 -0.000 -0.068 -0.007 0.790 -0.007 1.000 -0.364 0.003 0.000 0.002 0.001 0.068 -0.005 -0.023 -0.000 -0.005 0.006 -0.005 -0.000 |\n", - "| rho_s | 0.002 -0.002 -0.000 0.017 0.008 -0.115 0.006 -0.364 1.000 -0.009 -0.000 -0.005 -0.008 -0.010 0.012 -0.009 -0.030 0.001 -0.009 0.002 0.002 |\n", - "| p4415_s | 0.004 -0.201 -0.005 0.003 -0.098 -0.004 -0.072 0.003 -0.009 1.000 0.001 0.090 0.325 -0.004 0.265 -0.160 0.010 0.086 0.149 -0.156 -0.028 |\n", - "| p3770_p | -0.000 -0.008 -0.002 0.000 -0.006 -0.000 -0.005 0.000 -0.000 0.001 1.000 0.000 -0.002 -0.000 0.004 -0.001 0.001 -0.007 0.002 -0.004 -0.001 |\n", - "| p4040_s | -0.012 -0.252 -0.008 0.004 -0.155 -0.005 -0.489 0.002 -0.005 0.090 0.000 1.000 -0.171 -0.006 0.245 -0.116 0.014 -0.280 0.192 -0.261 -0.040 |\n", - "| p4160_s | -0.013 -0.149 -0.001 0.000 0.027 -0.001 -0.146 0.001 -0.008 0.325 -0.002 -0.171 1.000 -0.001 0.174 -0.102 -0.000 0.360 0.152 -0.140 -0.007 |\n", - "| rho_p | -0.002 -0.003 0.000 -0.037 0.007 0.029 0.007 0.068 -0.010 -0.004 -0.000 -0.006 -0.001 1.000 0.007 0.007 -0.015 0.007 -0.013 0.005 -0.001 |\n", - "| DDstar_p | 0.119 -0.057 -0.009 -0.015 -0.866 0.002 -0.463 -0.005 0.012 0.265 0.004 0.245 0.174 0.007 1.000 -0.375 -0.022 -0.187 -0.583 -0.226 -0.125 |\n", - "| jpsi_p | -0.204 -0.047 0.004 -0.021 0.484 -0.011 0.273 -0.023 -0.009 -0.160 -0.001 -0.116 -0.102 0.007 -0.375 1.000 -0.051 0.101 0.157 0.155 -0.072 |\n", - "| phi_s | 0.004 0.003 -0.000 0.665 -0.023 0.004 -0.024 -0.000 -0.030 0.010 0.001 0.014 -0.000 -0.015 -0.022 -0.051 1.000 -0.023 0.038 -0.018 0.003 |\n", - "| p4040_p | -0.071 0.068 0.008 -0.006 0.316 0.004 0.100 -0.005 0.001 0.086 -0.007 -0.280 0.360 0.007 -0.187 0.101 -0.023 1.000 0.085 0.151 0.006 |\n", - "| Ctt | -0.105 -0.394 -0.005 0.016 0.726 -0.010 0.019 0.006 -0.009 0.149 0.002 0.192 0.152 -0.013 -0.583 0.157 0.038 0.085 1.000 0.099 0.012 |\n", - "| p4415_p | -0.106 0.076 0.006 -0.005 0.315 0.003 0.378 -0.005 0.002 -0.156 -0.004 -0.261 -0.140 0.005 -0.226 0.155 -0.018 0.151 0.099 1.000 0.004 |\n", - "| Dbar_s | -0.024 -0.107 -0.001 -0.001 0.024 -0.002 0.010 -0.000 0.002 -0.028 -0.001 -0.040 -0.007 -0.001 -0.125 -0.072 0.003 0.006 0.012 0.004 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.07250574713180283}), (, {'error': 0.03279041312803477}), (, {'error': 0.020719833031209278}), (, {'error': 0.21175256962140443}), (, {'error': 0.5390515014418154}), (, {'error': 0.40002243029553286}), (, {'error': 0.1151446388573687}), (, {'error': 1.3429633705852222}), (, {'error': 0.3253633071849332}), (, {'error': 0.18278371576538566}), (, {'error': 0.01612767486210931}), (, {'error': 0.17727931046353868}), (, {'error': 0.16648879605894396}), (, {'error': 0.09259387220435267}), (, {'error': 0.32315355867066486}), (, {'error': 0.026430330865767182}), (, {'error': 1.0669074106060332}), (, {'error': 0.20395627218059165}), (, {'error': 0.1888635165891296}), (, {'error': 0.15778078698680265}), (, {'error': 0.0485814882950763})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 -0.019 -0.070 0.243 0.092 -0.423 -0.091 -0.067 -0.344 0.026 0.652 0.010 0.348 0.098 -0.006 -0.129 0.105 -0.002 -0.209 0.574 -0.023 -0.018 0.145 -0.003 |\n", + "| omega_p | -0.019 1.000 0.306 0.001 0.031 0.007 -0.003 0.305 0.000 -0.001 -0.058 0.001 0.021 -0.017 0.720 -0.043 -0.015 -0.000 0.004 -0.040 0.058 0.489 0.002 0.000 |\n", + "| phi_s | -0.070 0.306 1.000 -0.010 -0.245 -0.016 -0.014 0.995 -0.000 0.000 -0.203 -0.001 0.001 -0.050 -0.036 -0.019 -0.053 -0.001 0.015 -0.112 -0.001 0.145 -0.011 0.001 |\n", + "| p4040_s | 0.243 0.001 -0.010 1.000 0.011 0.079 0.084 -0.010 -0.204 0.006 0.013 0.014 0.052 -0.165 -0.001 0.072 -0.247 -0.006 -0.191 0.070 0.024 0.016 0.038 0.010 |\n", + "| rho_p | 0.092 0.031 -0.245 0.011 1.000 0.037 0.039 -0.250 -0.038 0.000 0.288 0.007 0.059 0.072 0.071 0.004 0.057 0.001 -0.027 -0.020 0.045 0.172 0.009 -0.001 |\n", + "| Dbar_p | -0.423 0.007 -0.016 0.079 0.037 1.000 -0.073 -0.015 0.096 -0.000 -0.063 0.012 -0.099 -0.123 0.000 0.192 -0.316 -0.007 -0.017 -0.239 0.073 0.037 -0.006 0.004 |\n", + "| p3770_s | -0.091 -0.003 -0.014 0.084 0.039 -0.073 1.000 -0.012 0.245 -0.012 0.018 -0.020 -0.109 0.012 0.000 -0.033 0.144 -0.001 -0.153 -0.118 0.021 -0.012 0.057 -0.002 |\n", + "| phi_p | -0.067 0.305 0.995 -0.010 -0.250 -0.015 -0.012 1.000 -0.001 0.000 -0.194 -0.001 0.003 -0.048 -0.042 -0.020 -0.051 -0.001 0.014 -0.113 0.001 0.149 -0.011 0.001 |\n", + "| psi2s_p | -0.344 0.000 -0.000 -0.204 -0.038 0.096 0.245 -0.001 1.000 0.017 -0.201 0.027 0.248 0.036 -0.000 0.091 0.149 0.007 0.238 0.025 0.021 0.017 -0.098 -0.000 |\n", + "| DDstar_s | 0.026 -0.001 0.000 0.006 0.000 -0.000 -0.012 0.000 0.017 1.000 0.027 -0.001 0.039 0.015 -0.000 -0.030 0.041 0.001 -0.001 0.049 -0.009 -0.006 0.012 -0.001 |\n", + "| bplus_2 | 0.652 -0.058 -0.203 0.013 0.288 -0.063 0.018 -0.194 -0.201 0.027 1.000 0.016 0.059 0.282 -0.008 -0.237 0.067 0.002 -0.100 0.254 -0.031 -0.069 -0.100 -0.002 |\n", + "| Dbar_s | 0.010 0.001 -0.001 0.014 0.007 0.012 -0.020 -0.001 0.027 -0.001 0.016 1.000 -0.017 -0.007 -0.000 0.006 -0.003 -0.000 0.004 0.028 0.005 0.002 0.010 0.000 |\n", + "| DDstar_p | 0.348 0.021 0.001 0.052 0.059 -0.099 -0.109 0.003 0.248 0.039 0.059 -0.017 1.000 -0.042 -0.000 0.234 0.160 0.006 0.110 0.588 0.082 0.056 0.069 -0.000 |\n", + "| p4415_p | 0.098 -0.017 -0.050 -0.165 0.072 -0.123 0.012 -0.048 0.036 0.015 0.282 -0.007 -0.042 1.000 -0.002 -0.126 -0.008 0.006 0.062 0.045 -0.010 -0.028 -0.095 0.003 |\n", + "| omega_s | -0.006 0.720 -0.036 -0.001 0.071 0.000 0.000 -0.042 -0.000 -0.000 -0.008 -0.000 -0.000 -0.002 1.000 0.000 -0.002 -0.000 0.001 -0.009 0.001 0.104 -0.000 0.000 |\n", + "| bplus_1 | -0.129 -0.043 -0.019 0.072 0.004 0.192 -0.033 -0.020 0.091 -0.030 -0.237 0.006 0.234 -0.126 0.000 1.000 -0.007 -0.002 0.014 0.022 -0.822 -0.127 0.125 0.000 |\n", + "| p4040_p | 0.105 -0.015 -0.053 -0.247 0.057 -0.316 0.144 -0.051 0.149 0.041 0.067 -0.003 0.160 -0.008 -0.002 -0.007 1.000 -0.005 0.178 0.095 0.020 -0.011 0.138 -0.003 |\n", + "| p4160_s | -0.002 -0.000 -0.001 -0.006 0.001 -0.007 -0.001 -0.001 0.007 0.001 0.002 -0.000 0.006 0.006 -0.000 -0.002 -0.005 1.000 0.006 0.004 -0.000 -0.000 0.002 -0.001 |\n", + "| p3770_p | -0.209 0.004 0.015 -0.191 -0.027 -0.017 -0.153 0.014 0.238 -0.001 -0.100 0.004 0.110 0.062 0.001 0.014 0.178 0.006 1.000 0.009 0.001 0.004 -0.065 -0.002 |\n", + "| jpsi_p | 0.574 -0.040 -0.112 0.070 -0.020 -0.239 -0.118 -0.113 0.025 0.049 0.254 0.028 0.588 0.045 -0.009 0.022 0.095 0.004 0.009 1.000 -0.014 0.008 0.031 -0.001 |\n", + "| bplus_0 | -0.023 0.058 -0.001 0.024 0.045 0.073 0.021 0.001 0.021 -0.009 -0.031 0.005 0.082 -0.010 0.001 -0.822 0.020 -0.000 0.001 -0.014 1.000 0.196 0.041 -0.000 |\n", + "| rho_s | -0.018 0.489 0.145 0.016 0.172 0.037 -0.012 0.149 0.017 -0.006 -0.069 0.002 0.056 -0.028 0.104 -0.127 -0.011 -0.000 0.004 0.008 0.196 1.000 0.021 0.000 |\n", + "| p4415_s | 0.145 0.002 -0.011 0.038 0.009 -0.006 0.057 -0.011 -0.098 0.012 -0.100 0.010 0.069 -0.095 -0.000 0.125 0.138 0.002 -0.065 0.031 0.041 0.021 1.000 -0.006 |\n", + "| p4160_p | -0.003 0.000 0.001 0.010 -0.001 0.004 -0.002 0.001 -0.000 -0.001 -0.002 0.000 -0.000 0.003 0.000 0.000 -0.003 -0.001 -0.002 -0.001 -0.000 0.000 -0.006 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.20356743696537594}), (, {'error': 0.3225986671314396}), (, {'error': 5.601509675112658}), (, {'error': 0.1629207983331552}), (, {'error': 0.3048294644485092}), (, {'error': 0.3470474381158444}), (, {'error': 0.22325462827629838}), (, {'error': 7.06425982044021}), (, {'error': 0.03353790591960104}), (, {'error': 0.028565280512765218}), (, {'error': 0.08327237332492732}), (, {'error': 0.01630754606864146}), (, {'error': 0.34158714572292137}), (, {'error': 0.47996263337494316}), (, {'error': 1.2607557762653512}), (, {'error': 0.033473910114156125}), (, {'error': 0.11311693903164866}), (, {'error': 0.011131439035562851}), (, {'error': 0.1531198411151733}), (, {'error': 0.031531811376411145}), (, {'error': 0.016322193507993354}), (, {'error': 0.31173277656278864}), (, {'error': 0.18417991434425623}), (, {'error': 0.011534763945483029})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 5/15\n", - "Time taken: 8 min, 54 s\n", - "Projected time left: 17 min, 40 s\n", + "Toy 5/10\n", + "Time taken: 11 min, 1 \n", + "Projected time left: 11 min\n", "Toy 5: Generating data...\n", "Toy 5: Data generation finished\n", "Toy 5: Loading data...\n", "Toy 5: Loading data finished\n", "Toy 5: Fitting pdf...\n", "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1105 (1105 total) |\n", - "| EDM = 0.000113 (Goal: 5E-06) | up = 0.5 |\n", + "| FCN = 2.978E+05 | Ncalls=1557 (1557 total) |\n", + "| EDM = 2.49E-05 (Goal: 5E-06) | up = 0.5 |\n", "------------------------------------------------------------------\n", "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", "------------------------------------------------------------------\n", @@ -2074,782 +2104,79 @@ "------------------------------------------------------------------\n", "| False | True | True | True | False |\n", "------------------------------------------------------------------\n", - "Function minimum: 297792.7390274959\n", + "Function minimum: 297819.47573215386\n", "----------------------------------------------------------------------------------------------\n", "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.10 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 0.919 | 0.016 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -0.07 | 0.43 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -5.1 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 6.14 | 0.25 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.26 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 6.0 | 1.0 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.06 | 0.30 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 0.126 | 0.019 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -6.283 | 0.015 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 1.46 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 5.8 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -0.19 | 0.40 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -1.68 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 15.9 | 1.6 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -3.06 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.43 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.06 | | | -0.3 | 0.3 | |\n", + "| 0 | Ctt | 1.07 | 0.18 | | | -1.5 | 1.5 | |\n", + "| 1 | omega_p | -6.3 | 1.0 | | |-6.28319 | 6.28319 | |\n", + "| 2 | phi_s | 15.4 | 1.2 | | | 14.8182 | 23.5818 | |\n", + "| 3 | p4040_s | 1.39 | 0.17 | | |0.00501244| 2.01499 | |\n", + "| 4 | rho_p | 0.24 | 0.34 | | |-6.28319 | 6.28319 | |\n", + "| 5 | Dbar_p | -5.4 | 0.3 | | |-6.28319 | 6.28319 | |\n", + "| 6 | p3770_s | 2.33 | 0.24 | | |0.918861 | 4.08114 | |\n", + "| 7 | phi_p | 6.10 | 0.27 | | |-6.28319 | 6.28319 | |\n", + "| 8 | psi2s_p | -2.080 | 0.031 | | |-6.28319 | 6.28319 | |\n", + "| 9 | DDstar_s | -0.300 | 0.026 | | | -0.3 | 0.3 | |\n", + "| 10| bplus_2 | -0.16 | 0.09 | | | -2 | 2 | |\n", + "| 11| Dbar_s | -0.300 | 0.016 | | | -0.3 | 0.3 | |\n", + "| 12| DDstar_p | -5.4 | 0.5 | | |-6.28319 | 6.28319 | |\n", + "| 13| p4415_p | -2.31 | 0.16 | | |-6.28319 | 6.28319 | |\n", + "| 14| omega_s | 7.2 | 1.2 | | | 4.19232 | 9.40768 | |\n", + "| 15| bplus_1 | 0.90 | 0.07 | | | -2 | 2 | |\n", + "| 16| p4040_p | -2.87 | 0.13 | | |-6.28319 | 6.28319 | |\n", + "| 17| p4160_s | 2.10 | 0.17 | | | 0.71676 | 3.68324 | |\n", + "| 18| p3770_p | -2.10 | 0.12 | | |-6.28319 | 6.28319 | |\n", + "| 19| jpsi_p | 4.591 | 0.025 | | |-6.28319 | 6.28319 | |\n", + "| 20| bplus_0 | -0.45 | 0.03 | | | -2 | 2 | |\n", + "| 21| rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |\n", + "| 22| p4415_s | 1.38 | 0.19 | | |0.126447 | 2.35355 | |\n", + "| 23| p4160_p | 4.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.039 -0.000 0.001 0.184 0.001 -0.030 0.001 -0.001 -0.001 0.001 0.032 0.007 0.004 0.020 -0.017 0.000 -0.012 -0.094 -0.000 0.009 |\n", - "| psi2s_p | 0.039 1.000 0.008 -0.008 0.100 -0.003 0.298 -0.006 0.005 0.010 -0.008 -0.209 -0.077 -0.016 0.268 0.134 -0.007 0.076 -0.280 0.001 0.097 |\n", - "| p3770_s | -0.000 0.008 1.000 0.000 -0.000 0.000 0.006 0.000 -0.000 0.000 -0.002 -0.005 0.001 0.000 0.005 0.002 -0.000 0.005 -0.005 -0.000 0.001 |\n", - "| phi_p | 0.001 -0.008 0.000 1.000 -0.040 0.062 0.013 0.025 0.025 0.000 -0.000 -0.010 0.002 0.202 0.005 -0.034 0.884 0.011 -0.003 -0.000 -0.001 |\n", - "| Dbar_p | 0.184 0.100 -0.000 -0.040 1.000 -0.024 -0.241 -0.033 0.002 -0.014 0.005 -0.047 -0.365 -0.171 -0.594 -0.370 -0.011 -0.521 -0.699 0.015 -0.077 |\n", - "| omega_p | 0.001 -0.003 0.000 0.062 -0.024 1.000 0.009 0.435 -0.082 0.000 -0.000 -0.006 0.003 -0.008 0.002 -0.015 0.069 0.009 -0.003 -0.000 -0.001 |\n", - "| p4160_p | -0.030 0.298 0.006 0.013 -0.241 0.009 1.000 0.011 -0.003 0.014 -0.002 -0.237 -0.049 0.057 0.384 0.193 0.002 -0.052 -0.056 -0.010 -0.005 |\n", - "| omega_s | 0.001 -0.006 0.000 0.025 -0.033 0.435 0.011 1.000 -0.436 0.000 -0.000 -0.011 0.004 0.244 -0.003 -0.031 0.053 0.011 -0.011 -0.000 -0.001 |\n", - "| rho_s | -0.001 0.005 -0.000 0.025 0.002 -0.082 -0.003 -0.436 1.000 -0.000 0.000 0.007 -0.006 0.130 0.006 0.037 0.011 -0.007 0.020 0.000 -0.001 |\n", - "| p4415_s | -0.001 0.010 0.000 0.000 -0.014 0.000 0.014 0.000 -0.000 1.000 -0.000 -0.004 -0.006 0.002 0.017 0.010 0.000 0.005 0.004 -0.011 -0.001 |\n", - "| p3770_p | 0.001 -0.008 -0.002 -0.000 0.005 -0.000 -0.002 -0.000 0.000 -0.000 1.000 -0.000 -0.004 -0.002 -0.000 0.002 -0.000 -0.006 0.003 0.000 0.001 |\n", - "| p4040_s | 0.032 -0.209 -0.005 -0.010 -0.047 -0.006 -0.237 -0.011 0.007 -0.004 -0.000 1.000 -0.355 -0.046 0.040 0.112 -0.003 -0.194 0.316 0.004 0.029 |\n", - "| p4160_s | 0.007 -0.077 0.001 0.002 -0.365 0.003 -0.049 0.004 -0.006 -0.006 -0.004 -0.355 1.000 0.017 0.091 0.092 -0.003 0.366 0.307 -0.006 -0.016 |\n", - "| rho_p | 0.004 -0.016 0.000 0.202 -0.171 -0.008 0.057 0.244 0.130 0.002 -0.002 -0.046 0.017 1.000 -0.008 -0.081 0.229 0.058 -0.030 -0.001 -0.009 |\n", - "| DDstar_p | 0.020 0.268 0.005 0.005 -0.594 0.002 0.384 -0.003 0.006 0.017 -0.000 0.040 0.091 -0.008 1.000 0.712 0.004 0.331 0.541 -0.008 -0.097 |\n", - "| jpsi_p | -0.017 0.134 0.002 -0.034 -0.370 -0.015 0.193 -0.031 0.037 0.010 0.002 0.112 0.092 -0.081 0.712 1.000 -0.021 0.207 0.565 -0.007 0.075 |\n", - "| phi_s | 0.000 -0.007 -0.000 0.884 -0.011 0.069 0.002 0.053 0.011 0.000 -0.000 -0.003 -0.003 0.229 0.004 -0.021 1.000 -0.001 0.002 0.000 0.000 |\n", - "| p4040_p | -0.012 0.076 0.005 0.011 -0.521 0.009 -0.052 0.011 -0.007 0.005 -0.006 -0.194 0.366 0.058 0.331 0.207 -0.001 1.000 0.311 -0.008 -0.003 |\n", - "| Ctt | -0.094 -0.280 -0.005 -0.003 -0.699 -0.003 -0.056 -0.011 0.020 0.004 0.003 0.316 0.307 -0.030 0.541 0.565 0.002 0.311 1.000 -0.012 0.019 |\n", - "| p4415_p | -0.000 0.001 -0.000 -0.000 0.015 -0.000 -0.010 -0.000 0.000 -0.011 0.000 0.004 -0.006 -0.001 -0.008 -0.007 0.000 -0.008 -0.012 1.000 -0.000 |\n", - "| Dbar_s | 0.009 0.097 0.001 -0.001 -0.077 -0.001 -0.005 -0.001 -0.001 -0.001 0.001 0.029 -0.016 -0.009 -0.097 0.075 0.000 -0.003 0.019 -0.000 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.03611647284244096}), (, {'error': 0.03361463855214586}), (, {'error': 0.016189965772745674}), (, {'error': 0.43060182206921915}), (, {'error': 0.37411696369559655}), (, {'error': 0.25300874115736693}), (, {'error': 0.1375721295162542}), (, {'error': 1.0455409341279083}), (, {'error': 0.3044715720220663}), (, {'error': 0.019118551309253037}), (, {'error': 0.014952751370907347}), (, {'error': 0.1711715112588067}), (, {'error': 0.16401303752038732}), (, {'error': 0.3275399678824087}), (, {'error': 0.4048736766079224}), (, {'error': 0.031929473072436654}), (, {'error': 1.6281233502938468}), (, {'error': 0.19778506090355275}), (, {'error': 0.16399723635012453}), (, {'error': 0.10329236710642187}), (, {'error': 0.05637441538376442})])\n" + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| | Ctt omega_p phi_s p4040_s rho_p Dbar_p p3770_s phi_p psi2s_p DDstar_s bplus_2 Dbar_s DDstar_p p4415_p omega_s bplus_1 p4040_p p4160_s p3770_p jpsi_p bplus_0 rho_s p4415_s p4160_p |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "| Ctt | 1.000 0.012 -0.033 0.262 0.086 -0.343 -0.022 -0.008 -0.410 0.010 -0.591 0.000 -0.126 0.105 0.017 0.070 0.019 0.200 -0.262 0.446 0.062 0.020 0.105 -0.117 |\n", + "| omega_p | 0.012 1.000 0.053 -0.001 0.145 -0.004 0.003 0.024 -0.003 -0.002 -0.025 -0.000 -0.025 0.014 0.642 -0.062 0.008 0.004 -0.000 -0.006 0.073 -0.076 -0.007 0.012 |\n", + "| phi_s | -0.033 0.053 1.000 -0.001 0.139 -0.011 -0.017 0.738 0.016 -0.002 0.091 -0.002 -0.017 -0.015 0.070 -0.081 -0.012 -0.022 0.008 0.016 0.085 0.062 0.001 -0.001 |\n", + "| p4040_s | 0.262 -0.001 -0.001 1.000 -0.002 0.060 0.147 -0.001 -0.195 0.001 0.018 0.013 -0.125 -0.157 -0.002 -0.019 -0.176 -0.176 -0.171 0.054 0.004 -0.000 0.089 -0.368 |\n", + "| rho_p | 0.086 0.145 0.139 -0.002 1.000 -0.006 0.020 0.088 -0.019 -0.008 -0.166 0.000 -0.092 0.067 0.490 -0.267 0.039 0.028 -0.005 -0.003 0.311 0.071 -0.035 0.050 |\n", + "| Dbar_p | -0.343 -0.004 -0.011 0.060 -0.006 1.000 -0.062 -0.003 0.007 -0.008 -0.026 0.014 -0.210 -0.124 -0.013 -0.023 -0.191 0.002 -0.105 -0.222 -0.030 0.029 0.051 -0.201 |\n", + "| p3770_s | -0.022 0.003 -0.017 0.147 0.020 -0.062 1.000 0.001 0.260 -0.000 -0.006 -0.015 0.106 -0.023 -0.005 -0.017 0.042 0.084 -0.141 -0.089 -0.039 0.040 0.077 -0.072 |\n", + "| phi_p | -0.008 0.024 0.738 -0.001 0.088 -0.003 0.001 1.000 -0.002 -0.000 0.002 0.000 -0.005 0.001 0.007 -0.007 0.001 -0.001 -0.000 -0.020 0.005 0.074 -0.000 0.001 |\n", + "| psi2s_p | -0.410 -0.003 0.016 -0.195 -0.019 0.007 0.260 -0.002 1.000 0.019 0.125 0.026 -0.063 0.118 0.007 0.007 0.177 -0.061 0.243 -0.057 0.033 -0.045 -0.132 0.251 |\n", + "| DDstar_s | 0.010 -0.002 -0.002 0.001 -0.008 -0.008 -0.000 -0.000 0.019 1.000 0.019 -0.001 0.043 -0.005 -0.006 -0.021 -0.001 -0.003 0.015 0.031 -0.012 0.010 0.005 0.011 |\n", + "| bplus_2 | -0.591 -0.025 0.091 0.018 -0.166 -0.026 -0.006 0.002 0.125 0.019 1.000 -0.006 0.270 -0.265 -0.002 -0.370 -0.102 -0.082 0.077 -0.219 0.158 -0.164 0.189 -0.165 |\n", + "| Dbar_s | 0.000 -0.000 -0.002 0.013 0.000 0.014 -0.015 0.000 0.026 -0.001 -0.006 1.000 -0.003 -0.003 -0.002 -0.005 -0.005 0.002 0.005 0.028 -0.004 0.005 0.010 -0.004 |\n", + "| DDstar_p | -0.126 -0.025 -0.017 -0.125 -0.092 -0.210 0.106 -0.005 -0.063 0.043 0.270 -0.003 1.000 -0.338 -0.062 -0.177 -0.222 -0.098 0.073 -0.339 -0.127 0.084 0.009 -0.212 |\n", + "| p4415_p | 0.105 0.014 -0.015 -0.157 0.067 -0.124 -0.023 0.001 0.118 -0.005 -0.265 -0.003 -0.338 1.000 0.022 0.128 0.152 -0.085 0.086 0.170 0.011 0.004 -0.158 0.368 |\n", + "| omega_s | 0.017 0.642 0.070 -0.002 0.490 -0.013 -0.005 0.007 0.007 -0.006 -0.002 -0.002 -0.062 0.022 1.000 -0.185 0.010 -0.004 0.005 0.023 0.214 -0.208 -0.016 0.025 |\n", + "| bplus_1 | 0.070 -0.062 -0.081 -0.019 -0.267 -0.023 -0.017 -0.007 0.007 -0.021 -0.370 -0.005 -0.177 0.128 -0.185 1.000 0.091 0.008 -0.016 0.015 -0.924 0.227 -0.076 0.102 |\n", + "| p4040_p | 0.019 0.008 -0.012 -0.176 0.039 -0.191 0.042 0.001 0.177 -0.001 -0.102 -0.005 -0.222 0.152 0.010 0.091 1.000 0.341 0.187 0.070 -0.020 0.010 0.105 0.004 |\n", + "| p4160_s | 0.200 0.004 -0.022 -0.176 0.028 0.002 0.084 -0.001 -0.061 -0.003 -0.082 0.002 -0.098 -0.085 -0.004 0.008 0.341 1.000 -0.010 0.013 -0.035 0.040 0.331 -0.117 |\n", + "| p3770_p | -0.262 -0.000 0.008 -0.171 -0.005 -0.105 -0.141 -0.000 0.243 0.015 0.077 0.005 0.073 0.086 0.005 -0.016 0.187 -0.010 1.000 -0.048 0.024 -0.022 -0.090 0.191 |\n", + "| jpsi_p | 0.446 -0.006 0.016 0.054 -0.003 -0.222 -0.089 -0.020 -0.057 0.031 -0.219 0.028 -0.339 0.170 0.023 0.015 0.070 0.013 -0.048 1.000 0.184 -0.115 -0.054 0.117 |\n", + "| bplus_0 | 0.062 0.073 0.085 0.004 0.311 -0.030 -0.039 0.005 0.033 -0.012 0.158 -0.004 -0.127 0.011 0.214 -0.924 -0.020 -0.035 0.024 0.184 1.000 -0.275 -0.026 0.038 |\n", + "| rho_s | 0.020 -0.076 0.062 -0.000 0.071 0.029 0.040 0.074 -0.045 0.010 -0.164 0.005 0.084 0.004 -0.208 0.227 0.010 0.040 -0.022 -0.115 -0.275 1.000 0.009 -0.023 |\n", + "| p4415_s | 0.105 -0.007 0.001 0.089 -0.035 0.051 0.077 -0.000 -0.132 0.005 0.189 0.010 0.009 -0.158 -0.016 -0.076 0.105 0.331 -0.090 -0.054 -0.026 0.009 1.000 -0.067 |\n", + "| p4160_p | -0.117 0.012 -0.001 -0.368 0.050 -0.201 -0.072 0.001 0.251 0.011 -0.165 -0.004 -0.212 0.368 0.025 0.102 0.004 -0.117 0.191 0.117 0.038 -0.023 -0.067 1.000 |\n", + "--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", + "Hesse errors: OrderedDict([(, {'error': 0.17756068569158656}), (, {'error': 0.974810495678307}), (, {'error': 1.2048099140867805}), (, {'error': 0.1746148426443993}), (, {'error': 0.3388255648988139}), (, {'error': 0.33809702511271134}), (, {'error': 0.23753713150793}), (, {'error': 0.2688131804807581}), (, {'error': 0.031223719302520436}), (, {'error': 0.025508419572656593}), (, {'error': 0.09027231656247292}), (, {'error': 0.015661261261986303}), (, {'error': 0.46545022942963765}), (, {'error': 0.1639990663169446}), (, {'error': 1.248215198422895}), (, {'error': 0.06888293344375596}), (, {'error': 0.13379105407082625}), (, {'error': 0.17211479906979676}), (, {'error': 0.11563312352469346}), (, {'error': 0.025354427208602814}), (, {'error': 0.03394709032162613}), (, {'error': 0.354306489482555}), (, {'error': 0.19367485659297867}), (, {'error': 0.1046625681834934})])\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ - "Toy 6/15\n", - "Time taken: 10 min, 50 s\n", - "Projected time left: 16 min, 12 s\n", + "Toy 6/10\n", + "Time taken: 13 min, 46 s\n", + "Projected time left: 9 min, 8 s\n", "Toy 6: Generating data...\n", "Toy 6: Data generation finished\n", "Toy 6: Loading data...\n", "Toy 6: Loading data finished\n", - "Toy 6: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1624 (1624 total) |\n", - "| EDM = 9.17E-06 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297821.96716519614\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.11 | 0.44 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.14 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 2.7 | 1.9 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 6.28 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -1.98 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 6.3 | 0.8 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.07 | 0.30 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.4 | 0.4 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -1.89 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.88 | 0.31 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.16 | 0.25 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -0.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 6 | 12 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 1.49 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17.8 | 0.8 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.79 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.22 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.26 | 0.17 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.23 | 0.14 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.305 0.350 0.044 0.969 0.001 0.896 -0.044 -0.094 -0.904 0.607 -0.866 -0.809 -0.612 -0.973 -0.426 0.227 0.215 0.222 0.529 0.679 |\n", - "| psi2s_p | 0.305 1.000 0.180 0.013 0.187 0.000 0.421 -0.015 -0.033 -0.319 0.421 -0.314 -0.287 -0.194 -0.322 0.154 0.068 0.220 0.053 0.306 0.427 |\n", - "| p3770_s | 0.350 0.180 1.000 0.015 0.393 0.000 0.309 -0.012 -0.038 -0.309 0.083 -0.266 -0.225 -0.191 -0.343 -0.307 0.069 0.181 -0.169 0.214 0.168 |\n", - "| phi_p | 0.044 0.013 0.015 1.000 0.044 0.001 0.038 0.013 -0.016 -0.038 0.025 -0.037 -0.034 -0.053 -0.043 -0.016 -0.386 0.007 0.014 0.022 0.023 |\n", - "| Dbar_p | 0.969 0.187 0.393 0.044 1.000 0.001 0.859 -0.044 -0.090 -0.882 0.538 -0.850 -0.774 -0.598 -0.973 -0.517 0.222 0.208 0.137 0.514 0.544 |\n", - "| omega_p | 0.001 0.000 0.000 0.001 0.001 1.000 0.001 -0.054 0.010 -0.001 0.000 -0.001 -0.001 0.007 -0.001 -0.000 -0.002 0.000 0.000 0.000 0.000 |\n", - "| p4160_p | 0.896 0.421 0.309 0.038 0.859 0.001 1.000 -0.038 -0.082 -0.814 0.638 -0.856 -0.749 -0.531 -0.906 -0.268 0.196 0.217 0.125 0.611 0.688 |\n", - "| omega_s | -0.044 -0.015 -0.012 0.013 -0.044 -0.054 -0.038 1.000 -0.390 0.039 -0.026 0.037 0.036 0.207 0.044 0.016 0.024 -0.007 -0.017 -0.022 -0.026 |\n", - "| rho_s | -0.094 -0.033 -0.038 -0.016 -0.090 0.010 -0.082 -0.390 1.000 0.080 -0.055 0.077 0.069 0.210 0.092 0.028 -0.022 -0.024 -0.027 -0.051 -0.057 |\n", - "| p4415_s | -0.904 -0.319 -0.309 -0.038 -0.882 -0.001 -0.814 0.039 0.080 1.000 -0.571 0.790 0.796 0.539 0.898 0.351 -0.201 -0.160 -0.088 -0.532 -0.574 |\n", - "| p3770_p | 0.607 0.421 0.083 0.025 0.538 0.000 0.638 -0.026 -0.055 -0.571 1.000 -0.571 -0.491 -0.360 -0.609 -0.091 0.133 0.284 0.088 0.426 0.531 |\n", - "| p4040_s | -0.866 -0.314 -0.266 -0.037 -0.850 -0.001 -0.856 0.037 0.077 0.790 -0.571 1.000 0.623 0.516 0.858 0.371 -0.193 -0.294 -0.023 -0.550 -0.539 |\n", - "| p4160_s | -0.809 -0.287 -0.225 -0.034 -0.774 -0.001 -0.749 0.036 0.069 0.796 -0.491 0.623 1.000 0.485 0.799 0.278 -0.182 0.017 -0.125 -0.495 -0.511 |\n", - "| rho_p | -0.612 -0.194 -0.191 -0.053 -0.598 0.007 -0.531 0.207 0.210 0.539 -0.360 0.516 0.485 1.000 0.606 0.278 -0.060 -0.105 -0.212 -0.311 -0.360 |\n", - "| DDstar_p | -0.973 -0.322 -0.343 -0.043 -0.973 -0.001 -0.906 0.044 0.092 0.898 -0.609 0.858 0.799 0.606 1.000 0.386 -0.224 -0.231 -0.225 -0.555 -0.658 |\n", - "| jpsi_p | -0.426 0.154 -0.307 -0.016 -0.517 -0.000 -0.268 0.016 0.028 0.351 -0.091 0.371 0.278 0.278 0.386 1.000 -0.123 -0.049 0.129 -0.124 0.151 |\n", - "| phi_s | 0.227 0.068 0.069 -0.386 0.222 -0.002 0.196 0.024 -0.022 -0.201 0.133 -0.193 -0.182 -0.060 -0.224 -0.123 1.000 0.035 0.079 0.113 0.133 |\n", - "| p4040_p | 0.215 0.220 0.181 0.007 0.208 0.000 0.217 -0.007 -0.024 -0.160 0.284 -0.294 0.017 -0.105 -0.231 -0.049 0.035 1.000 -0.064 0.218 0.284 |\n", - "| Ctt | 0.222 0.053 -0.169 0.014 0.137 0.000 0.125 -0.017 -0.027 -0.088 0.088 -0.023 -0.125 -0.212 -0.225 0.129 0.079 -0.064 1.000 0.082 0.578 |\n", - "| p4415_p | 0.529 0.306 0.214 0.022 0.514 0.000 0.611 -0.022 -0.051 -0.532 0.426 -0.550 -0.495 -0.311 -0.555 -0.124 0.113 0.218 0.082 1.000 0.486 |\n", - "| Dbar_s | 0.679 0.427 0.168 0.023 0.544 0.000 0.688 -0.026 -0.057 -0.574 0.531 -0.539 -0.511 -0.360 -0.658 0.151 0.133 0.284 0.578 0.486 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.44432734035601773}), (, {'error': 0.036878739372118385}), (, {'error': 0.24163170716043492}), (, {'error': 0.26685061243518327}), (, {'error': 1.8938003749931651}), (, {'error': 0.054040277888346644}), (, {'error': 0.22973618802672702}), (, {'error': 0.829485303113572}), (, {'error': 0.2989728525092007}), (, {'error': 0.38666282968402443}), (, {'error': 0.15417732883821156}), (, {'error': 0.31470454090350336}), (, {'error': 0.25436916099940765}), (, {'error': 0.3612520088186706}), (, {'error': 12.198321041217582}), (, {'error': 0.0341789794736318}), (, {'error': 0.8446426355961574}), (, {'error': 0.20400260325872943}), (, {'error': 0.1702500087999711}), (, {'error': 0.17438998662216543}), (, {'error': 0.14016386934785113})])\n" + "Toy 6: Fitting pdf...\n" ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 7/15\n", - "Time taken: 13 min, 21 s\n", - "Projected time left: 15 min, 12 s\n", - "Toy 7: Generating data...\n", - "Toy 7: Data generation finished\n", - "Toy 7: Loading data...\n", - "Toy 7: Loading data finished\n", - "Toy 7: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=639 (639 total) |\n", - "| EDM = 0.000874 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297772.108219668\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.06 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.59 | 0.22 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -5.21 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.8 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -2.13 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 8.4 | 1.6 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.2 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.34 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.33 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.14 | 0.17 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -4.80 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 4.483 | 0.025 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17.0 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.48 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.31 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.26 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.300 | 0.012 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.028 -0.013 -0.000 -0.013 0.001 0.031 0.002 -0.001 -0.001 0.015 0.004 -0.002 -0.003 0.003 0.066 0.002 0.014 0.024 0.021 -0.002 |\n", - "| psi2s_p | 0.028 1.000 0.259 0.002 0.088 -0.006 0.280 -0.007 -0.003 -0.180 0.290 -0.217 -0.104 0.000 0.202 -0.097 -0.005 0.225 -0.450 0.125 0.026 |\n", - "| p3770_s | -0.013 0.259 1.000 -0.001 -0.084 -0.001 -0.030 -0.003 -0.005 0.066 -0.186 0.182 0.088 0.012 -0.099 -0.063 -0.013 0.013 -0.044 0.015 -0.015 |\n", - "| phi_p | -0.000 0.002 -0.001 1.000 0.001 -0.007 0.000 0.007 -0.007 0.001 0.000 0.001 0.001 -0.019 0.001 0.011 -0.457 0.000 0.003 0.000 -0.000 |\n", - "| Dbar_p | -0.013 0.088 -0.084 0.001 1.000 -0.001 -0.171 0.002 -0.006 -0.024 -0.061 -0.035 -0.058 -0.005 -0.593 -0.244 0.005 -0.171 -0.496 -0.127 0.006 |\n", - "| omega_p | 0.001 -0.006 -0.001 -0.007 -0.001 1.000 -0.004 0.860 0.456 -0.002 -0.003 -0.003 -0.003 -0.018 0.010 -0.018 0.060 -0.005 0.006 -0.004 0.001 |\n", - "| p4160_p | 0.031 0.280 -0.030 0.000 -0.171 -0.004 1.000 -0.009 0.004 0.013 0.253 -0.497 -0.150 0.015 0.225 -0.060 -0.016 0.158 -0.322 0.289 0.001 |\n", - "| omega_s | 0.002 -0.007 -0.003 0.007 0.002 0.860 -0.009 1.000 0.183 -0.001 -0.005 -0.002 -0.003 0.027 0.030 -0.004 0.059 -0.010 0.022 -0.008 0.001 |\n", - "| rho_s | -0.001 -0.003 -0.005 -0.007 -0.006 0.456 0.004 0.183 1.000 -0.007 0.000 -0.004 -0.008 0.112 -0.028 -0.015 0.036 0.000 -0.017 0.002 -0.000 |\n", - "| p4415_s | -0.001 -0.180 0.066 0.001 -0.024 -0.002 0.013 -0.001 -0.007 1.000 -0.124 0.144 0.324 -0.003 -0.314 0.025 -0.000 0.082 0.290 -0.106 0.006 |\n", - "| p3770_p | 0.015 0.290 -0.186 0.000 -0.061 -0.003 0.253 -0.005 0.000 -0.124 1.000 -0.152 -0.042 0.006 0.220 -0.052 -0.007 0.249 -0.312 0.126 0.007 |\n", - "| p4040_s | 0.004 -0.217 0.182 0.001 -0.035 -0.003 -0.497 -0.002 -0.004 0.144 -0.152 1.000 0.015 -0.001 -0.284 0.033 -0.002 -0.213 0.355 -0.195 0.007 |\n", - "| p4160_s | -0.002 -0.104 0.088 0.001 -0.058 -0.003 -0.150 -0.003 -0.008 0.324 -0.042 0.015 1.000 0.002 -0.306 -0.005 -0.006 0.356 0.213 -0.154 0.001 |\n", - "| rho_p | -0.003 0.000 0.012 -0.019 -0.005 -0.018 0.015 0.027 0.112 -0.003 0.006 -0.001 0.002 1.000 -0.060 -0.068 0.053 0.017 -0.058 0.012 -0.001 |\n", - "| DDstar_p | 0.003 0.202 -0.099 0.001 -0.593 0.010 0.225 0.030 -0.028 -0.314 0.220 -0.284 -0.306 -0.060 1.000 0.364 0.056 0.041 0.137 -0.017 -0.034 |\n", - "| jpsi_p | 0.066 -0.097 -0.063 0.011 -0.244 -0.018 -0.060 -0.004 -0.015 0.025 -0.052 0.033 -0.005 -0.068 0.364 1.000 0.046 -0.083 0.467 -0.033 0.031 |\n", - "| phi_s | 0.002 -0.005 -0.013 -0.457 0.005 0.060 -0.016 0.059 0.036 -0.000 -0.007 -0.002 -0.006 0.053 0.056 0.046 1.000 -0.020 0.053 -0.014 0.001 |\n", - "| p4040_p | 0.014 0.225 0.013 0.000 -0.171 -0.005 0.158 -0.010 0.000 0.082 0.249 -0.213 0.356 0.017 0.041 -0.083 -0.020 1.000 -0.212 0.140 -0.002 |\n", - "| Ctt | 0.024 -0.450 -0.044 0.003 -0.496 0.006 -0.322 0.022 -0.017 0.290 -0.312 0.355 0.213 -0.058 0.137 0.467 0.053 -0.212 1.000 -0.113 0.000 |\n", - "| p4415_p | 0.021 0.125 0.015 0.000 -0.127 -0.004 0.289 -0.008 0.002 -0.106 0.126 -0.195 -0.154 0.012 -0.017 -0.033 -0.014 0.140 -0.113 1.000 0.001 |\n", - "| Dbar_s | -0.002 0.026 -0.015 -0.000 0.006 0.001 0.001 0.001 -0.000 0.006 0.007 0.007 0.001 -0.001 -0.034 0.031 0.001 -0.002 0.000 0.001 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.02099265254406224}), (, {'error': 0.031985686677148184}), (, {'error': 0.22422202104896494}), (, {'error': 0.629860846787544}), (, {'error': 0.2897974450867711}), (, {'error': 0.4533501907734814}), (, {'error': 0.0995713895967607}), (, {'error': 1.617330652551181}), (, {'error': 0.344499363289316}), (, {'error': 0.18359678355700648}), (, {'error': 0.10372422017612504}), (, {'error': 0.16911810203173783}), (, {'error': 0.16635223490472117}), (, {'error': 0.27793624202621325}), (, {'error': 0.21326674855152516}), (, {'error': 0.02491082064701633}), (, {'error': 0.8710227308396323}), (, {'error': 0.13813721431423853}), (, {'error': 0.15508536610717105}), (, {'error': 0.156953300068557}), (, {'error': 0.012042467227299236})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 8/15\n", - "Time taken: 15 min, 6 s\n", - "Projected time left: 13 min, 11 s\n", - "Toy 8: Generating data...\n", - "Toy 8: Data generation finished\n", - "Toy 8: Loading data...\n", - "Toy 8: Loading data finished\n", - "Toy 8: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.976E+05 | Ncalls=1062 (1062 total) |\n", - "| EDM = 6.61E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297565.8770833331\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.300 | 0.020 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.05 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 1.97 | 0.23 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -1.87 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | -5.57 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.19 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.24 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -2.19 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.29 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.15 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -1.04 | 0.22 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -1.729 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17.1 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.92 | 0.14 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.44 | 0.15 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.54 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.300 | 0.014 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.019 -0.007 -0.000 0.004 0.000 0.022 -0.000 0.000 0.008 0.003 0.012 0.007 -0.000 0.047 0.048 0.000 0.017 0.018 0.021 -0.001 |\n", - "| psi2s_p | 0.019 1.000 0.209 0.004 0.140 -0.004 0.277 0.003 -0.004 -0.187 0.298 -0.228 -0.103 -0.000 0.182 -0.032 -0.003 0.132 -0.446 0.076 0.024 |\n", - "| p3770_s | -0.007 0.209 1.000 -0.001 -0.127 0.005 -0.046 0.001 0.001 0.067 -0.151 0.153 0.088 0.004 -0.081 -0.084 -0.012 0.071 -0.017 0.024 -0.013 |\n", - "| phi_p | -0.000 0.004 -0.001 1.000 0.002 -0.051 0.000 0.000 -0.032 0.002 0.000 0.002 0.002 -0.006 0.002 0.020 -0.716 0.002 0.005 0.001 -0.000 |\n", - "| Dbar_p | 0.004 0.140 -0.127 0.002 1.000 -0.014 -0.203 0.000 -0.020 -0.041 -0.031 -0.017 -0.118 -0.003 -0.622 -0.228 0.010 -0.245 -0.540 -0.194 0.003 |\n", - "| omega_p | 0.000 -0.004 0.005 -0.051 -0.014 1.000 0.006 -0.641 0.634 -0.009 0.003 -0.008 -0.006 -0.070 -0.031 -0.043 0.059 0.004 -0.033 0.001 -0.000 |\n", - "| p4160_p | 0.022 0.277 -0.046 0.000 -0.203 0.006 1.000 0.001 0.006 -0.060 0.232 -0.423 -0.152 0.002 0.313 0.024 -0.009 -0.037 -0.264 0.296 0.002 |\n", - "| omega_s | -0.000 0.003 0.001 0.000 0.000 -0.641 0.001 1.000 -0.194 0.001 0.001 0.001 0.002 0.013 -0.003 0.008 -0.025 0.003 -0.002 0.002 -0.000 |\n", - "| rho_s | 0.000 -0.004 0.001 -0.032 -0.020 0.634 0.006 -0.194 1.000 -0.013 0.002 -0.010 -0.012 -0.060 -0.041 -0.031 0.038 0.001 -0.035 -0.001 -0.001 |\n", - "| p4415_s | 0.008 -0.187 0.067 0.002 -0.041 -0.009 -0.060 0.001 -0.013 1.000 -0.104 0.065 0.330 -0.001 -0.215 -0.011 0.002 0.111 0.268 -0.131 0.006 |\n", - "| p3770_p | 0.003 0.298 -0.151 0.000 -0.031 0.003 0.232 0.001 0.002 -0.104 1.000 -0.162 0.001 0.002 0.166 -0.025 -0.006 0.213 -0.294 0.107 0.004 |\n", - "| p4040_s | 0.012 -0.228 0.153 0.002 -0.017 -0.008 -0.423 0.001 -0.010 0.065 -0.162 1.000 -0.220 -0.002 -0.140 0.039 0.006 -0.232 0.337 -0.211 0.009 |\n", - "| p4160_s | 0.007 -0.103 0.088 0.002 -0.118 -0.006 -0.152 0.002 -0.012 0.330 0.001 -0.220 1.000 0.001 -0.220 -0.050 -0.004 0.342 0.190 -0.098 -0.001 |\n", - "| rho_p | -0.000 -0.000 0.004 -0.006 -0.003 -0.070 0.002 0.013 -0.060 -0.001 0.002 -0.002 0.001 1.000 -0.011 -0.017 0.012 0.004 -0.013 0.002 -0.000 |\n", - "| DDstar_p | 0.047 0.182 -0.081 0.002 -0.622 -0.031 0.313 -0.003 -0.041 -0.215 0.166 -0.140 -0.220 -0.011 1.000 0.482 0.035 0.034 0.266 0.025 -0.029 |\n", - "| jpsi_p | 0.048 -0.032 -0.084 0.020 -0.228 -0.043 0.024 0.008 -0.031 -0.011 -0.025 0.039 -0.050 -0.017 0.482 1.000 0.030 -0.059 0.441 -0.007 0.030 |\n", - "| phi_s | 0.000 -0.003 -0.012 -0.716 0.010 0.059 -0.009 -0.025 0.038 0.002 -0.006 0.006 -0.004 0.012 0.035 0.030 1.000 -0.014 0.039 -0.007 0.001 |\n", - "| p4040_p | 0.017 0.132 0.071 0.002 -0.245 0.004 -0.037 0.003 0.001 0.111 0.213 -0.232 0.342 0.004 0.034 -0.059 -0.014 1.000 -0.057 0.084 0.001 |\n", - "| Ctt | 0.018 -0.446 -0.017 0.005 -0.540 -0.033 -0.264 -0.002 -0.035 0.268 -0.294 0.337 0.190 -0.013 0.266 0.441 0.039 -0.057 1.000 -0.020 0.004 |\n", - "| p4415_p | 0.021 0.076 0.024 0.001 -0.194 0.001 0.296 0.002 -0.001 -0.131 0.107 -0.211 -0.098 0.002 0.025 -0.007 -0.007 0.084 -0.020 1.000 0.001 |\n", - "| Dbar_s | -0.001 0.024 -0.013 -0.000 0.003 -0.000 0.002 -0.000 -0.001 0.006 0.004 0.009 -0.001 -0.000 -0.029 0.030 0.001 0.001 0.004 0.001 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.0196453830464568}), (, {'error': 0.03230487708659302}), (, {'error': 0.23404874264246}), (, {'error': 0.7067191467603697}), (, {'error': 0.28341234260322423}), (, {'error': 0.3088682394090321}), (, {'error': 0.09801873202794731}), (, {'error': 3.910501005534545}), (, {'error': 0.3960136927170923}), (, {'error': 0.180877756504227}), (, {'error': 0.13009166875793632}), (, {'error': 0.16996293376167626}), (, {'error': 0.16444745642292513}), (, {'error': 0.14323434555829495}), (, {'error': 0.2246140163504724}), (, {'error': 0.02588339558115038}), (, {'error': 1.1110094800179695}), (, {'error': 0.13729111230658964}), (, {'error': 0.15034744218220908}), (, {'error': 0.1643743026523572}), (, {'error': 0.01437065786054098})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 9/15\n", - "Time taken: 17 min, 18 s\n", - "Projected time left: 11 min, 30 s\n", - "Toy 9: Generating data...\n", - "Toy 9: Data generation finished\n", - "Toy 9: Loading data...\n", - "Toy 9: Loading data finished\n", - "Toy 9: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.977E+05 | Ncalls=1118 (1118 total) |\n", - "| EDM = 0.00108 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| 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: 297715.0895674021\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.66 | 0.22 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -6.02 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -3.4 | 1.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.62 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.09 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 6.9 | 1.5 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.24 | 0.26 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.14 | 0.25 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -2.44 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.96 | 0.18 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.24 | 0.19 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -0.84 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -5.21 | 0.31 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -4.84 | 0.05 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 17.8 | 1.2 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | 3.19 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | -0.19 | 0.25 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.86 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.700 -0.182 0.051 -0.977 -0.042 0.936 -0.047 0.275 -0.743 0.640 -0.562 -0.652 -0.494 0.717 0.817 0.158 0.479 0.803 0.473 0.946 |\n", - "| psi2s_p | 0.700 1.000 -0.055 0.036 -0.613 -0.032 0.709 -0.036 0.202 -0.545 0.591 -0.425 -0.476 -0.364 0.492 0.643 0.113 0.401 0.529 0.370 0.647 |\n", - "| p3770_s | -0.182 -0.055 1.000 -0.009 0.148 0.011 -0.176 0.013 -0.069 0.139 -0.235 0.171 0.166 0.110 -0.105 -0.206 -0.035 -0.032 -0.225 -0.063 -0.138 |\n", - "| phi_p | 0.051 0.036 -0.009 1.000 -0.047 -0.001 0.048 -0.053 0.068 -0.037 0.033 -0.028 -0.033 -0.034 0.036 0.034 0.805 0.024 0.043 0.024 0.048 |\n", - "| Dbar_p | -0.977 -0.613 0.148 -0.047 1.000 0.042 -0.897 0.048 -0.270 0.732 -0.586 0.563 0.634 0.488 -0.708 -0.728 -0.153 -0.446 -0.742 -0.443 -0.900 |\n", - "| omega_p | -0.042 -0.032 0.011 -0.001 0.042 1.000 -0.037 0.777 0.130 0.030 -0.026 0.023 0.027 0.040 -0.037 -0.035 0.016 -0.016 -0.039 -0.017 -0.037 |\n", - "| p4160_p | 0.936 0.709 -0.176 0.048 -0.897 -0.037 1.000 -0.043 0.251 -0.706 0.654 -0.619 -0.629 -0.450 0.703 0.791 0.145 0.435 0.704 0.517 0.904 |\n", - "| omega_s | -0.047 -0.036 0.013 -0.053 0.048 0.777 -0.043 1.000 -0.182 0.034 -0.030 0.026 0.032 0.014 -0.041 -0.042 -0.015 -0.019 -0.045 -0.020 -0.043 |\n", - "| rho_s | 0.275 0.202 -0.069 0.068 -0.270 0.130 0.251 -0.182 1.000 -0.201 0.173 -0.153 -0.185 -0.074 0.222 0.208 0.052 0.113 0.250 0.118 0.253 |\n", - "| p4415_s | -0.743 -0.545 0.139 -0.037 0.732 0.030 -0.706 0.034 -0.201 1.000 -0.513 0.477 0.628 0.357 -0.635 -0.596 -0.116 -0.303 -0.501 -0.431 -0.708 |\n", - "| p3770_p | 0.640 0.591 -0.235 0.033 -0.586 -0.026 0.654 -0.030 0.173 -0.513 1.000 -0.412 -0.409 -0.311 0.522 0.557 0.099 0.427 0.442 0.353 0.627 |\n", - "| p4040_s | -0.562 -0.425 0.171 -0.028 0.563 0.023 -0.619 0.026 -0.153 0.477 -0.412 1.000 0.233 0.272 -0.543 -0.414 -0.088 -0.371 -0.305 -0.355 -0.537 |\n", - "| p4160_s | -0.652 -0.476 0.166 -0.033 0.634 0.027 -0.629 0.032 -0.185 0.628 -0.409 0.233 1.000 0.322 -0.577 -0.542 -0.105 -0.122 -0.471 -0.317 -0.603 |\n", - "| rho_p | -0.494 -0.364 0.110 -0.034 0.488 0.040 -0.450 0.014 -0.074 0.357 -0.311 0.272 0.322 1.000 -0.413 -0.384 -0.054 -0.210 -0.446 -0.217 -0.452 |\n", - "| DDstar_p | 0.717 0.492 -0.105 0.036 -0.708 -0.037 0.703 -0.041 0.222 -0.635 0.522 -0.543 -0.577 -0.413 1.000 0.508 0.125 0.313 0.624 0.250 0.813 |\n", - "| jpsi_p | 0.817 0.643 -0.206 0.034 -0.728 -0.035 0.791 -0.042 0.208 -0.596 0.557 -0.414 -0.542 -0.384 0.508 1.000 0.111 0.413 0.700 0.419 0.820 |\n", - "| phi_s | 0.158 0.113 -0.035 0.805 -0.153 0.016 0.145 -0.015 0.052 -0.116 0.099 -0.088 -0.105 -0.054 0.125 0.111 1.000 0.067 0.140 0.069 0.146 |\n", - "| p4040_p | 0.479 0.401 -0.032 0.024 -0.446 -0.016 0.435 -0.019 0.113 -0.303 0.427 -0.371 -0.122 -0.210 0.313 0.413 0.067 1.000 0.342 0.303 0.501 |\n", - "| Ctt | 0.803 0.529 -0.225 0.043 -0.742 -0.039 0.704 -0.045 0.250 -0.501 0.442 -0.305 -0.471 -0.446 0.624 0.700 0.140 0.342 1.000 0.385 0.855 |\n", - "| p4415_p | 0.473 0.370 -0.063 0.024 -0.443 -0.017 0.517 -0.020 0.118 -0.431 0.353 -0.355 -0.317 -0.217 0.250 0.419 0.069 0.303 0.385 1.000 0.476 |\n", - "| Dbar_s | 0.946 0.647 -0.138 0.048 -0.900 -0.037 0.904 -0.043 0.253 -0.708 0.627 -0.537 -0.603 -0.452 0.813 0.820 0.146 0.501 0.855 0.476 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.5821715334008924}), (, {'error': 0.04131640537273462}), (, {'error': 0.21984161750024045}), (, {'error': 0.28365082285628107}), (, {'error': 1.3684345206099042}), (, {'error': 0.31132304587782933}), (, {'error': 0.23649579119102704}), (, {'error': 1.46496914321241}), (, {'error': 0.26326614530101033}), (, {'error': 0.2529375597528801}), (, {'error': 0.11866854842053187}), (, {'error': 0.17949338688015137}), (, {'error': 0.1854967201844855}), (, {'error': 0.310067244364181}), (, {'error': 0.3064972492246345}), (, {'error': 0.04636879091167945}), (, {'error': 1.238688047530701}), (, {'error': 0.18812051585423983}), (, {'error': 0.24667793938365867}), (, {'error': 0.1850483940597778}), (, {'error': 0.4686880034091037})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 10/15\n", - "Time taken: 19 min, 40 s\n", - "Projected time left: 9 min, 50 s\n", - "Toy 10: Generating data...\n", - "Toy 10: Data generation finished\n", - "Toy 10: Loading data...\n", - "Toy 10: Loading data finished\n", - "Toy 10: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.979E+05 | Ncalls=1418 (1418 total) |\n", - "| EDM = 4.91E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297904.0635656783\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.300 | 0.015 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.01 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 0.919 | 0.022 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -6.28 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 4.93 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 6.28 | 0.27 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 5.8 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.0 | 0.3 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 0.52 | 0.17 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -6.283 | 0.018 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 1.32 | 0.16 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 0.717 | 0.017 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 6.21 | 0.28 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 3.3 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -1.663 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 16.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | 2.99 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | -0.05 | 0.12 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -1.7 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.30 | 0.06 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.018 -0.000 0.000 0.112 -0.000 -0.000 -0.000 0.002 0.021 0.000 0.018 -0.001 0.004 -0.006 -0.009 -0.002 0.003 -0.040 -0.007 0.003 |\n", - "| psi2s_p | 0.018 1.000 0.010 -0.002 0.420 0.001 0.001 -0.000 -0.006 -0.152 -0.007 -0.187 0.013 -0.016 0.239 0.177 0.003 0.071 -0.409 0.080 0.083 |\n", - "| p3770_s | -0.000 0.010 1.000 -0.000 0.006 -0.000 -0.000 -0.000 -0.000 -0.002 -0.002 -0.007 0.000 0.000 0.002 0.000 -0.000 0.006 -0.012 0.003 0.001 |\n", - "| phi_p | 0.000 -0.002 -0.000 1.000 -0.004 -0.007 0.000 -0.008 0.018 -0.002 -0.000 -0.002 0.000 0.038 0.000 -0.010 0.424 -0.001 -0.003 0.001 -0.000 |\n", - "| Dbar_p | 0.112 0.420 0.006 -0.004 1.000 0.006 0.006 0.022 -0.079 -0.290 0.008 0.015 -0.001 -0.141 -0.107 0.289 0.070 -0.354 -0.357 -0.127 -0.068 |\n", - "| omega_p | -0.000 0.001 -0.000 -0.007 0.006 1.000 0.000 -0.238 0.054 0.001 0.000 0.002 -0.000 0.005 -0.002 0.007 -0.016 -0.001 0.004 -0.001 -0.000 |\n", - "| p4160_p | -0.000 0.001 -0.000 0.000 0.006 0.000 1.000 0.000 -0.000 -0.005 0.000 0.008 -0.002 -0.000 -0.002 0.000 0.000 -0.002 -0.003 0.003 -0.000 |\n", - "| omega_s | -0.000 -0.000 -0.000 -0.008 0.022 -0.238 0.000 1.000 -0.355 0.002 0.000 0.004 -0.000 0.272 -0.004 -0.004 0.029 -0.005 0.004 -0.003 0.001 |\n", - "| rho_s | 0.002 -0.006 -0.000 0.018 -0.079 0.054 -0.000 -0.355 1.000 -0.013 -0.000 -0.017 0.001 0.137 0.008 -0.009 0.017 0.009 -0.013 0.009 -0.003 |\n", - "| p4415_s | 0.021 -0.152 -0.002 -0.002 -0.290 0.001 -0.005 0.002 -0.013 1.000 -0.001 -0.053 0.008 -0.022 0.148 0.097 0.008 0.180 0.388 -0.005 0.021 |\n", - "| p3770_p | 0.000 -0.007 -0.002 -0.000 0.008 0.000 0.000 0.000 -0.000 -0.001 1.000 0.000 -0.000 -0.002 0.002 0.006 0.001 -0.007 0.006 -0.002 0.001 |\n", - "| p4040_s | 0.018 -0.187 -0.007 -0.002 0.015 0.002 0.008 0.004 -0.017 -0.053 0.000 1.000 -0.007 -0.040 0.030 0.117 0.020 -0.208 0.367 -0.151 0.015 |\n", - "| p4160_s | -0.001 0.013 0.000 0.000 -0.001 -0.000 -0.002 -0.000 0.001 0.008 -0.000 -0.007 1.000 0.002 0.016 0.004 -0.001 -0.005 -0.012 0.009 0.002 |\n", - "| rho_p | 0.004 -0.016 0.000 0.038 -0.141 0.005 -0.000 0.272 0.137 -0.022 -0.002 -0.040 0.002 1.000 0.020 -0.084 0.088 0.028 -0.066 0.023 -0.003 |\n", - "| DDstar_p | -0.006 0.239 0.002 0.000 -0.107 -0.002 -0.002 -0.004 0.008 0.148 0.002 0.030 0.016 0.020 1.000 0.493 -0.014 0.361 0.263 0.077 -0.018 |\n", - "| jpsi_p | -0.009 0.177 0.000 -0.010 0.289 0.007 0.000 -0.004 -0.009 0.097 0.006 0.117 0.004 -0.084 0.493 1.000 0.030 0.089 0.331 -0.014 0.124 |\n", - "| phi_s | -0.002 0.003 -0.000 0.424 0.070 -0.016 0.000 0.029 0.017 0.008 0.001 0.020 -0.001 0.088 -0.014 0.030 1.000 -0.020 0.034 -0.012 0.000 |\n", - "| p4040_p | 0.003 0.071 0.006 -0.001 -0.354 -0.001 -0.002 -0.005 0.009 0.180 -0.007 -0.208 -0.005 0.028 0.361 0.089 -0.020 1.000 0.135 -0.017 0.050 |\n", - "| Ctt | -0.040 -0.409 -0.012 -0.003 -0.357 0.004 -0.003 0.004 -0.013 0.388 0.006 0.367 -0.012 -0.066 0.263 0.331 0.034 0.135 1.000 -0.099 0.100 |\n", - "| p4415_p | -0.007 0.080 0.003 0.001 -0.127 -0.001 0.003 -0.003 0.009 -0.005 -0.002 -0.151 0.009 0.023 0.077 -0.014 -0.012 -0.017 -0.099 1.000 -0.006 |\n", - "| Dbar_s | 0.003 0.083 0.001 -0.000 -0.068 -0.000 -0.000 0.001 -0.003 0.021 0.001 0.015 0.002 -0.003 -0.018 0.124 0.000 0.050 0.100 -0.006 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.015469631748245116}), (, {'error': 0.034695428084363655}), (, {'error': 0.022194210202051645}), (, {'error': 0.2780672627857754}), (, {'error': 0.19976666949371236}), (, {'error': 0.2671937212382529}), (, {'error': 0.008580998223017389}), (, {'error': 0.9308826751044559}), (, {'error': 0.3211034332540267}), (, {'error': 0.1749638492204419}), (, {'error': 0.018367254946825007}), (, {'error': 0.15837229358404126}), (, {'error': 0.016571663411109938}), (, {'error': 0.2805341149071232}), (, {'error': 0.3200735521877265}), (, {'error': 0.027568144333935507}), (, {'error': 0.8688869085260684}), (, {'error': 0.11813129607659967}), (, {'error': 0.12382067380795514}), (, {'error': 0.3551574054217759}), (, {'error': 0.05842372924645711})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 11/15\n", - "Time taken: 22 min, 21 s\n", - "Projected time left: 8 min, 4 s\n", - "Toy 11: Generating data...\n", - "Toy 11: Data generation finished\n", - "Toy 11: Loading data...\n", - "Toy 11: Loading data finished\n", - "Toy 11: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.979E+05 | Ncalls=982 (982 total) |\n", - "| EDM = 3.91E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297919.27944936405\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.10 | 0.03 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 0.919 | 0.020 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 0.73 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.05 | 0.33 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -2.08 | 0.12 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 6.5 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 0.95 | 0.19 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -6.283 | 0.016 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.88 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 1.93 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6.28 | 0.07 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 2.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 4.566 | 0.028 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 20.8 | 0.9 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | 3.63 | 0.20 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.34 | 0.17 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.71 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.062 0.000 0.002 0.021 0.001 0.044 -0.000 0.002 0.021 0.001 0.035 0.025 0.000 0.093 0.098 -0.000 0.030 0.020 0.047 -0.005 |\n", - "| psi2s_p | 0.062 1.000 0.009 -0.000 0.195 -0.005 0.241 -0.000 -0.002 -0.196 -0.008 -0.257 -0.158 -0.001 0.083 0.018 0.005 0.081 -0.432 0.002 0.088 |\n", - "| p3770_s | 0.000 0.009 1.000 0.000 -0.002 -0.000 0.009 -0.000 -0.000 -0.004 -0.002 -0.006 -0.001 -0.000 0.007 0.002 0.000 0.007 -0.007 0.003 0.001 |\n", - "| phi_p | 0.002 -0.000 0.000 1.000 0.002 -0.060 -0.001 -0.048 0.014 0.002 0.000 0.002 0.000 -0.020 0.018 0.006 0.539 -0.004 0.015 -0.001 0.002 |\n", - "| Dbar_p | 0.021 0.195 -0.002 0.002 1.000 -0.007 -0.364 0.011 -0.028 0.038 0.005 0.018 -0.126 -0.001 -0.816 -0.349 0.021 -0.327 -0.678 -0.279 0.025 |\n", - "| omega_p | 0.001 -0.005 -0.000 -0.060 -0.007 1.000 0.004 0.640 -0.054 -0.005 -0.000 -0.006 -0.001 0.009 -0.009 -0.032 0.001 0.005 -0.018 0.001 0.000 |\n", - "| p4160_p | 0.044 0.241 0.009 -0.001 -0.364 0.004 1.000 -0.006 0.011 -0.112 -0.003 -0.458 -0.131 0.001 0.436 0.144 -0.014 0.082 -0.054 0.324 -0.004 |\n", - "| omega_s | -0.000 -0.000 -0.000 -0.048 0.011 0.640 -0.006 1.000 -0.344 0.004 0.000 0.004 0.001 0.052 0.009 0.007 0.010 -0.006 0.013 -0.003 0.001 |\n", - "| rho_s | 0.002 -0.002 -0.000 0.014 -0.028 -0.054 0.011 -0.344 1.000 -0.012 -0.000 -0.010 -0.009 -0.055 -0.010 -0.008 -0.038 0.006 -0.014 0.001 -0.002 |\n", - "| p4415_s | 0.021 -0.196 -0.004 0.002 0.038 -0.005 -0.112 0.004 -0.012 1.000 0.000 0.133 0.325 -0.001 -0.163 -0.030 0.011 0.072 0.196 -0.184 0.023 |\n", - "| p3770_p | 0.001 -0.008 -0.002 0.000 0.005 -0.000 -0.003 0.000 -0.000 0.000 1.000 -0.002 -0.003 -0.000 -0.002 0.002 0.001 -0.005 0.003 -0.003 0.001 |\n", - "| p4040_s | 0.035 -0.257 -0.006 0.002 0.018 -0.006 -0.458 0.004 -0.010 0.133 -0.002 1.000 -0.151 -0.002 -0.140 0.005 0.012 -0.216 0.287 -0.205 0.031 |\n", - "| p4160_s | 0.025 -0.158 -0.001 0.000 -0.126 -0.001 -0.131 0.001 -0.009 0.325 -0.003 -0.151 1.000 0.000 -0.098 -0.039 -0.002 0.383 0.212 -0.057 0.006 |\n", - "| rho_p | 0.000 -0.001 -0.000 -0.020 -0.001 0.009 0.001 0.052 -0.055 -0.001 -0.000 -0.002 0.000 1.000 -0.004 -0.011 -0.004 0.002 -0.007 0.001 -0.000 |\n", - "| DDstar_p | 0.093 0.083 0.007 0.018 -0.816 -0.009 0.436 0.009 -0.010 -0.163 -0.002 -0.140 -0.098 -0.004 1.000 0.560 0.038 0.205 0.518 0.146 -0.081 |\n", - "| jpsi_p | 0.098 0.018 0.002 0.006 -0.349 -0.032 0.144 0.007 -0.008 -0.030 0.002 0.005 -0.039 -0.011 0.560 1.000 0.058 0.023 0.489 0.053 0.068 |\n", - "| phi_s | -0.000 0.005 0.000 0.539 0.021 0.001 -0.014 0.010 -0.038 0.011 0.001 0.012 -0.002 -0.004 0.038 0.058 1.000 -0.020 0.055 -0.008 0.002 |\n", - "| p4040_p | 0.030 0.081 0.007 -0.004 -0.327 0.005 0.082 -0.006 0.006 0.072 -0.005 -0.216 0.383 0.002 0.205 0.023 -0.020 1.000 0.058 0.153 -0.004 |\n", - "| Ctt | 0.020 -0.432 -0.007 0.015 -0.678 -0.018 -0.054 0.013 -0.014 0.196 0.003 0.287 0.212 -0.007 0.518 0.489 0.055 0.058 1.000 0.125 -0.000 |\n", - "| p4415_p | 0.047 0.002 0.003 -0.001 -0.279 0.001 0.324 -0.003 0.001 -0.184 -0.003 -0.205 -0.057 0.001 0.146 0.053 -0.008 0.153 0.125 1.000 0.002 |\n", - "| Dbar_s | -0.005 0.088 0.001 0.002 0.025 0.000 -0.004 0.001 -0.002 0.023 0.001 0.031 0.006 -0.000 -0.081 0.068 0.002 -0.004 -0.000 0.002 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.04269675798502981}), (, {'error': 0.03295027318935739}), (, {'error': 0.019589913888333033}), (, {'error': 0.15776014718292242}), (, {'error': 0.41003776802528913}), (, {'error': 0.32998494255338917}), (, {'error': 0.1152429073373713}), (, {'error': 1.11942191194206}), (, {'error': 0.3522002172587729}), (, {'error': 0.18623974523802644}), (, {'error': 0.015596842409330236}), (, {'error': 0.16661550354684507}), (, {'error': 0.16454055772411424}), (, {'error': 0.06541999076036031}), (, {'error': 0.35128954875854923}), (, {'error': 0.02793445015393825}), (, {'error': 0.9393211426628945}), (, {'error': 0.20192246953664483}), (, {'error': 0.16512026872995733}), (, {'error': 0.21350743532878758}), (, {'error': 0.04423388950774243})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 12/15\n", - "Time taken: 24 min, 48 s\n", - "Projected time left: 6 min, 12 s\n", - "Toy 12: Generating data...\n", - "Toy 12: Data generation finished\n", - "Toy 12: Loading data...\n", - "Toy 12: Loading data finished\n", - "Toy 12: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.974E+05 | Ncalls=1032 (1032 total) |\n", - "| EDM = 1.69E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297448.96448540484\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.015 | 0.457 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.09 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 1.93 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -6.1 | 0.3 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 4.3 | 1.3 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 0.58 | 0.29 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | -1.95 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 9.3 | 1.1 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 0.5 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.7 | 0.4 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | 4.44 | 0.21 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.9 | 0.4 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.8 | 0.4 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6 | 7 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -6 | 8 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | 4.56 | 0.06 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 19.0 | 1.6 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.37 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | 0.55 | 0.22 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 0.694 -0.377 0.198 -0.982 0.361 0.820 0.020 -0.425 -0.908 0.797 -0.906 -0.906 -0.785 -0.989 0.922 0.292 -0.034 0.778 -0.556 -0.301 |\n", - "| psi2s_p | 0.694 1.000 -0.069 0.129 -0.652 0.244 0.668 0.012 -0.288 -0.666 0.635 -0.674 -0.637 -0.532 -0.683 0.600 0.192 0.115 0.324 -0.321 -0.182 |\n", - "| p3770_s | -0.377 -0.069 1.000 -0.075 0.335 -0.148 -0.294 -0.007 0.157 0.356 -0.363 0.405 0.367 0.314 0.370 -0.362 -0.113 0.051 -0.325 0.243 0.091 |\n", - "| phi_p | 0.198 0.129 -0.075 1.000 -0.190 0.167 0.153 -0.017 -0.101 -0.177 0.154 -0.178 -0.177 -0.227 -0.196 0.174 0.866 -0.014 0.162 -0.115 -0.057 |\n", - "| Dbar_p | -0.982 -0.652 0.335 -0.190 1.000 -0.345 -0.819 -0.019 0.406 0.875 -0.774 0.873 0.867 0.750 0.970 -0.901 -0.280 -0.007 -0.818 0.508 0.291 |\n", - "| omega_p | 0.361 0.244 -0.148 0.167 -0.345 1.000 0.280 0.364 0.186 -0.322 0.281 -0.323 -0.324 -0.585 -0.357 0.350 0.161 -0.030 0.307 -0.210 -0.105 |\n", - "| p4160_p | 0.820 0.668 -0.294 0.153 -0.819 0.280 1.000 0.015 -0.332 -0.731 0.718 -0.844 -0.758 -0.611 -0.806 0.726 0.226 0.047 0.512 -0.302 -0.238 |\n", - "| omega_s | 0.020 0.012 -0.007 -0.017 -0.019 0.364 0.015 1.000 0.011 -0.018 0.015 -0.018 -0.018 -0.005 -0.020 0.015 -0.000 -0.001 0.015 -0.012 -0.006 |\n", - "| rho_s | -0.425 -0.288 0.157 -0.101 0.406 0.186 -0.332 0.011 1.000 0.375 -0.332 0.378 0.374 0.356 0.420 -0.395 -0.128 0.023 -0.349 0.241 0.124 |\n", - "| p4415_s | -0.908 -0.666 0.356 -0.177 0.875 -0.322 -0.731 -0.018 0.375 1.000 -0.737 0.833 0.868 0.698 0.898 -0.817 -0.261 0.074 -0.619 0.459 0.271 |\n", - "| p3770_p | 0.797 0.635 -0.363 0.154 -0.774 0.281 0.718 0.015 -0.332 -0.737 1.000 -0.743 -0.712 -0.612 -0.787 0.713 0.227 0.099 0.506 -0.389 -0.230 |\n", - "| p4040_s | -0.906 -0.674 0.405 -0.178 0.873 -0.323 -0.844 -0.018 0.378 0.833 -0.743 1.000 0.798 0.701 0.896 -0.818 -0.262 -0.039 -0.604 0.438 0.271 |\n", - "| p4160_s | -0.906 -0.637 0.367 -0.177 0.867 -0.324 -0.758 -0.018 0.374 0.868 -0.712 0.798 1.000 0.701 0.896 -0.819 -0.261 0.200 -0.639 0.465 0.266 |\n", - "| rho_p | -0.785 -0.532 0.314 -0.227 0.750 -0.585 -0.611 -0.005 0.356 0.698 -0.612 0.701 0.701 1.000 0.776 -0.757 -0.243 0.060 -0.663 0.453 0.229 |\n", - "| DDstar_p | -0.989 -0.683 0.370 -0.196 0.970 -0.357 -0.806 -0.020 0.420 0.898 -0.787 0.896 0.896 0.776 1.000 -0.906 -0.289 0.036 -0.765 0.554 0.297 |\n", - "| jpsi_p | 0.922 0.600 -0.362 0.174 -0.901 0.350 0.726 0.015 -0.395 -0.817 0.713 -0.818 -0.819 -0.757 -0.906 1.000 0.264 -0.059 0.809 -0.514 -0.253 |\n", - "| phi_s | 0.292 0.192 -0.113 0.866 -0.280 0.161 0.226 -0.000 -0.128 -0.261 0.227 -0.262 -0.261 -0.243 -0.289 0.264 1.000 -0.022 0.241 -0.170 -0.085 |\n", - "| p4040_p | -0.034 0.115 0.051 -0.014 -0.007 -0.030 0.047 -0.001 0.023 0.074 0.099 -0.039 0.200 0.060 0.036 -0.059 -0.022 1.000 -0.137 0.145 0.004 |\n", - "| Ctt | 0.778 0.324 -0.325 0.162 -0.818 0.307 0.512 0.015 -0.349 -0.619 0.506 -0.604 -0.639 -0.663 -0.765 0.809 0.241 -0.137 1.000 -0.459 -0.226 |\n", - "| p4415_p | -0.556 -0.321 0.243 -0.115 0.508 -0.210 -0.302 -0.012 0.241 0.459 -0.389 0.438 0.465 0.453 0.554 -0.514 -0.170 0.145 -0.459 1.000 0.167 |\n", - "| Dbar_s | -0.301 -0.182 0.091 -0.057 0.291 -0.105 -0.238 -0.006 0.124 0.271 -0.230 0.271 0.266 0.229 0.297 -0.253 -0.085 0.004 -0.226 0.167 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.4570813567467453}), (, {'error': 0.04276468242962217}), (, {'error': 0.23535527190975092}), (, {'error': 0.33903875113051374}), (, {'error': 1.2553712896283908}), (, {'error': 0.28903345127045776}), (, {'error': 0.13344387479478304}), (, {'error': 1.0671033307425422}), (, {'error': 0.36959565819129037}), (, {'error': 0.39399942891736994}), (, {'error': 0.21066787774312523}), (, {'error': 0.3676230434786605}), (, {'error': 0.3504468146871518}), (, {'error': 7.372019677146743}), (, {'error': 7.600345377502435}), (, {'error': 0.057372644196525435}), (, {'error': 1.5675168407012787}), (, {'error': 0.1868822492484279}), (, {'error': 0.218952990206583}), (, {'error': 0.1520251297285382}), (, {'error': 0.01769015278674363})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 13/15\n", - "Time taken: 27 min, 25 s\n", - "Projected time left: 4 min, 12 s\n", - "Toy 13: Generating data...\n", - "Toy 13: Data generation finished\n", - "Toy 13: Loading data...\n", - "Toy 13: Loading data finished\n", - "Toy 13: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1177 (1177 total) |\n", - "| EDM = 4.07E-05 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| True | True | False | False |\n", - "------------------------------------------------------------------\n", - "| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |\n", - "------------------------------------------------------------------\n", - "| False | True | True | True | False |\n", - "------------------------------------------------------------------\n", - "Function minimum: 297823.64034128044\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.30 | 0.44 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.20 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.53 | 0.24 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | 0.56 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | -3.8 | 0.5 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | 1.27 | 0.23 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.32 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 9.4 | 0.7 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.6 | 0.4 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 1.36 | 0.18 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.005 | 0.019 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.28 | 0.15 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | -1.5 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -4.93 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 19.6 | 1.1 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -6 | 10 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | -0.71 | 0.21 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | 3.87 | 0.16 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.58 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 -0.032 0.036 0.008 -0.480 -0.000 0.228 -0.003 0.001 -0.083 -0.003 0.005 -0.023 -0.008 0.443 0.079 0.019 -0.005 0.080 0.163 -0.071 |\n", - "| psi2s_p | -0.032 1.000 0.002 0.007 0.599 0.004 0.307 -0.000 0.002 -0.001 0.400 0.006 -0.033 -0.001 -0.151 0.438 0.003 -0.010 0.045 0.151 0.287 |\n", - "| p3770_s | 0.036 0.002 1.000 -0.005 -0.272 -0.005 0.061 0.002 -0.009 -0.082 -0.183 0.002 0.033 0.006 0.141 -0.239 -0.014 -0.008 -0.278 0.051 -0.107 |\n", - "| phi_p | 0.008 0.007 -0.005 1.000 -0.002 0.075 -0.004 0.000 0.007 0.004 0.002 -0.000 0.001 -0.050 0.022 -0.010 0.711 0.000 0.026 -0.003 0.007 |\n", - "| Dbar_p | -0.480 0.599 -0.272 -0.002 1.000 0.013 0.045 0.005 0.010 0.198 0.298 -0.007 0.086 0.020 -0.705 0.517 -0.030 -0.002 0.007 0.025 0.218 |\n", - "| omega_p | -0.000 0.004 -0.005 0.075 0.013 1.000 0.006 -0.183 0.715 -0.001 0.004 0.000 -0.003 -0.035 -0.011 0.002 0.041 -0.000 -0.001 0.003 0.011 |\n", - "| p4160_p | 0.228 0.307 0.061 -0.004 0.045 0.006 1.000 0.003 0.003 -0.051 0.311 0.019 -0.121 0.010 0.251 0.260 -0.020 -0.001 -0.107 0.344 0.289 |\n", - "| omega_s | -0.003 -0.000 0.002 0.000 0.005 -0.183 0.003 1.000 -0.048 -0.001 0.001 0.000 0.001 0.003 -0.010 0.007 -0.006 -0.000 -0.010 0.002 0.000 |\n", - "| rho_s | 0.001 0.002 -0.009 0.007 0.010 0.715 0.003 -0.048 1.000 -0.004 0.003 -0.000 -0.008 0.039 -0.010 -0.010 -0.018 0.000 0.003 0.000 0.011 |\n", - "| p4415_s | -0.083 -0.001 -0.082 0.004 0.198 -0.001 -0.051 -0.001 -0.004 1.000 -0.076 -0.006 0.373 -0.002 -0.313 0.081 0.004 -0.007 0.283 -0.102 0.080 |\n", - "| p3770_p | -0.003 0.400 -0.183 0.002 0.298 0.004 0.311 0.001 0.003 -0.076 1.000 0.010 -0.047 0.003 0.038 0.272 -0.004 -0.015 -0.039 0.154 0.233 |\n", - "| p4040_s | 0.005 0.006 0.002 -0.000 -0.007 0.000 0.019 0.000 -0.000 -0.006 0.010 1.000 0.015 0.000 0.013 -0.002 -0.001 -0.158 -0.015 0.012 0.001 |\n", - "| p4160_s | -0.023 -0.033 0.033 0.001 0.086 -0.003 -0.121 0.001 -0.008 0.373 -0.047 0.015 1.000 0.001 -0.242 0.026 -0.003 -0.021 0.201 -0.152 0.069 |\n", - "| rho_p | -0.008 -0.001 0.006 -0.050 0.020 -0.035 0.010 0.003 0.039 -0.002 0.003 0.000 0.001 1.000 -0.030 0.011 -0.023 -0.001 -0.028 0.007 0.005 |\n", - "| DDstar_p | 0.443 -0.151 0.141 0.022 -0.705 -0.011 0.251 -0.010 -0.010 -0.313 0.038 0.013 -0.242 -0.030 1.000 -0.115 0.063 -0.001 0.298 0.057 0.359 |\n", - "| jpsi_p | 0.079 0.438 -0.239 -0.010 0.517 0.002 0.260 0.007 -0.010 0.081 0.272 -0.002 0.026 0.011 -0.115 1.000 -0.040 -0.005 0.297 0.155 0.595 |\n", - "| phi_s | 0.019 0.003 -0.014 0.711 -0.030 0.041 -0.020 -0.006 -0.018 0.004 -0.004 -0.001 -0.003 -0.023 0.063 -0.040 1.000 0.002 0.063 -0.015 -0.002 |\n", - "| p4040_p | -0.005 -0.010 -0.008 0.000 -0.002 -0.000 -0.001 -0.000 0.000 -0.007 -0.015 -0.158 -0.021 -0.001 -0.001 -0.005 0.002 1.000 0.006 -0.008 -0.012 |\n", - "| Ctt | 0.080 0.045 -0.278 0.026 0.007 -0.001 -0.107 -0.010 0.003 0.283 -0.039 -0.015 0.201 -0.028 0.298 0.297 0.063 0.006 1.000 -0.005 0.699 |\n", - "| p4415_p | 0.163 0.151 0.051 -0.003 0.025 0.003 0.344 0.002 0.000 -0.102 0.154 0.012 -0.152 0.007 0.057 0.155 -0.015 -0.008 -0.005 1.000 0.181 |\n", - "| Dbar_s | -0.071 0.287 -0.107 0.007 0.218 0.011 0.289 0.000 0.011 0.080 0.233 0.001 0.069 0.005 0.359 0.595 -0.002 -0.012 0.699 0.181 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.4351676537588786}), (, {'error': 0.04090041910625741}), (, {'error': 0.24208435639383685}), (, {'error': 0.22941688567627283}), (, {'error': 0.49040939423149}), (, {'error': 0.22580633660172378}), (, {'error': 0.09702051595701366}), (, {'error': 0.6741268669711005}), (, {'error': 0.3625062390111441}), (, {'error': 0.1836061867717459}), (, {'error': 0.11416570357170674}), (, {'error': 0.01883356472198352}), (, {'error': 0.14777467234880293}), (, {'error': 0.128121692024874}), (, {'error': 0.35043613437600696}), (, {'error': 0.03797613150837309}), (, {'error': 1.1098995970140706}), (, {'error': 10.022366753195268}), (, {'error': 0.2133309989282856}), (, {'error': 0.15649631119914353}), (, {'error': 0.5783453513291319})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 14/15\n", - "Time taken: 30 min, 20 s\n", - "Projected time left: 2 min, 10 s\n", - "Toy 14: Generating data...\n", - "Toy 14: Data generation finished\n", - "Toy 14: Loading data...\n", - "Toy 14: Loading data finished\n", - "Toy 14: Fitting pdf...\n", - "------------------------------------------------------------------\n", - "| FCN = 2.978E+05 | Ncalls=1079 (1079 total) |\n", - "| EDM = 0.0142 (Goal: 5E-06) | up = 0.5 |\n", - "------------------------------------------------------------------\n", - "| Valid Min. | Valid Param. | Above EDM | Reached call limit |\n", - "------------------------------------------------------------------\n", - "| 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: 297806.12169336\n", - "----------------------------------------------------------------------------------------------\n", - "| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |\n", - "----------------------------------------------------------------------------------------------\n", - "| 0 | DDstar_s | 0.29 | 0.07 | | | -0.3 | 0.3 | |\n", - "| 1 | psi2s_p | -2.21 | 0.04 | | |-6.28319 | 6.28319 | |\n", - "| 2 | p3770_s | 2.55 | 0.26 | | |0.918861 | 4.08114 | |\n", - "| 3 | phi_p | -5.55 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 4 | Dbar_p | 6.28 | 0.19 | | |-6.28319 | 6.28319 | |\n", - "| 5 | omega_p | -6.28 | 0.10 | | |-6.28319 | 6.28319 | |\n", - "| 6 | p4160_p | 4.28 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 7 | omega_s | 4.7 | 0.9 | | | 4.19232 | 9.40768 | |\n", - "| 8 | rho_s | 1.59 | 0.31 | | |0.0253049| 2.0747 | |\n", - "| 9 | p4415_s | 0.126 | 0.016 | | |0.126447 | 2.35355 | |\n", - "| 10| p3770_p | 4.41 | 0.11 | | |-6.28319 | 6.28319 | |\n", - "| 11| p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | |\n", - "| 12| p4160_s | 2.04 | 0.16 | | | 0.71676 | 3.68324 | |\n", - "| 13| rho_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | |\n", - "| 14| DDstar_p | 6.3 | 0.6 | | |-6.28319 | 6.28319 | |\n", - "| 15| jpsi_p | -4.830 | 0.026 | | |-6.28319 | 6.28319 | |\n", - "| 16| phi_s | 20.1 | 1.0 | | | 14.8182 | 23.5818 | |\n", - "| 17| p4040_p | -2.50 | 0.24 | | |-6.28319 | 6.28319 | |\n", - "| 18| Ctt | -0.12 | 0.16 | | | -1.5 | 1.5 | |\n", - "| 19| p4415_p | -6.28 | 0.15 | | |-6.28319 | 6.28319 | |\n", - "| 20| Dbar_s | -0.30 | 0.43 | | | -0.3 | 0.3 | |\n", - "----------------------------------------------------------------------------------------------\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| | DDstar_s psi2s_p p3770_s phi_p Dbar_p omega_p p4160_p omega_s rho_s p4415_s p3770_p p4040_s p4160_s rho_p DDstar_p jpsi_p phi_s p4040_p Ctt p4415_p Dbar_s |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "| DDstar_s | 1.000 -0.403 0.325 -0.019 -0.737 0.000 0.132 -0.011 0.014 0.006 -0.170 -0.109 0.138 -0.012 -0.290 -0.353 -0.026 0.233 0.009 0.000 -0.699 |\n", - "| psi2s_p | -0.403 1.000 -0.102 0.031 0.663 -0.001 0.209 0.028 -0.029 0.001 0.387 -0.173 -0.208 0.034 0.157 0.216 0.057 -0.027 -0.268 0.005 0.593 |\n", - "| p3770_s | 0.325 -0.102 1.000 -0.027 -0.459 0.001 0.079 -0.028 0.014 0.004 -0.208 0.130 0.234 -0.033 -0.140 -0.237 -0.060 0.254 -0.273 -0.006 -0.386 |\n", - "| phi_p | -0.019 0.031 -0.027 1.000 0.049 -0.004 -0.016 -0.024 0.019 -0.001 0.012 0.005 -0.013 0.075 0.015 0.000 0.646 -0.025 0.032 0.000 0.044 |\n", - "| Dbar_p | -0.737 0.663 -0.459 0.049 1.000 -0.001 -0.015 0.043 -0.039 -0.005 0.361 -0.089 -0.347 0.047 0.454 0.339 0.090 -0.296 -0.029 0.009 0.741 |\n", - "| omega_p | 0.000 -0.001 0.001 -0.004 -0.001 1.000 0.001 0.070 -0.019 0.000 -0.000 -0.000 0.000 -0.003 -0.001 -0.001 0.001 0.001 -0.002 -0.000 -0.001 |\n", - "| p4160_p | 0.132 0.209 0.079 -0.016 -0.015 0.001 1.000 -0.021 0.013 0.010 0.219 -0.462 -0.037 -0.023 -0.151 0.103 -0.041 0.156 -0.501 -0.009 -0.001 |\n", - "| omega_s | -0.011 0.028 -0.028 -0.024 0.043 0.070 -0.021 1.000 -0.406 -0.001 0.009 0.008 -0.012 -0.154 0.019 0.003 0.002 -0.027 0.044 0.000 0.040 |\n", - "| rho_s | 0.014 -0.029 0.014 0.019 -0.039 -0.019 0.013 -0.406 1.000 0.000 -0.010 -0.009 0.003 -0.073 -0.016 -0.034 -0.027 0.014 -0.019 0.000 -0.035 |\n", - "| p4415_s | 0.006 0.001 0.004 -0.001 -0.005 0.000 0.010 -0.001 0.000 1.000 0.003 -0.007 -0.005 -0.001 -0.005 0.001 -0.001 0.005 -0.011 -0.010 -0.004 |\n", - "| p3770_p | -0.170 0.387 -0.208 0.012 0.361 -0.000 0.219 0.009 -0.010 0.003 1.000 -0.160 -0.074 0.011 0.074 0.152 0.020 0.115 -0.280 0.002 0.321 |\n", - "| p4040_s | -0.109 -0.173 0.130 0.005 -0.089 -0.000 -0.462 0.008 -0.009 -0.007 -0.160 1.000 -0.167 0.010 -0.052 -0.094 0.013 -0.217 0.359 0.003 -0.130 |\n", - "| p4160_s | 0.138 -0.208 0.234 -0.013 -0.347 0.000 -0.037 -0.012 0.003 -0.005 -0.074 -0.167 1.000 -0.013 -0.143 -0.208 -0.028 0.469 0.005 -0.009 -0.323 |\n", - "| rho_p | -0.012 0.034 -0.033 0.075 0.047 -0.003 -0.023 -0.154 -0.073 -0.001 0.011 0.010 -0.013 1.000 0.019 0.015 0.036 -0.031 0.054 0.000 0.043 |\n", - "| DDstar_p | -0.290 0.157 -0.140 0.015 0.454 -0.001 -0.151 0.019 -0.016 -0.005 0.074 -0.052 -0.143 0.019 1.000 -0.119 0.035 -0.162 -0.129 0.007 0.393 |\n", - "| jpsi_p | -0.353 0.216 -0.237 0.000 0.339 -0.001 0.103 0.003 -0.034 0.001 0.152 -0.094 -0.208 0.015 -0.119 1.000 -0.007 -0.128 -0.141 0.006 0.193 |\n", - "| phi_s | -0.026 0.057 -0.060 0.646 0.090 0.001 -0.041 0.002 -0.027 -0.001 0.020 0.013 -0.028 0.036 0.035 -0.007 1.000 -0.056 0.089 0.001 0.082 |\n", - "| p4040_p | 0.233 -0.027 0.254 -0.025 -0.296 0.001 0.156 -0.027 0.014 0.005 0.115 -0.217 0.469 -0.031 -0.162 -0.128 -0.056 1.000 -0.399 -0.009 -0.251 |\n", - "| Ctt | 0.009 -0.268 -0.273 0.032 -0.029 -0.002 -0.501 0.044 -0.019 -0.011 -0.280 0.359 0.005 0.054 -0.129 -0.141 0.089 -0.399 1.000 -0.003 -0.199 |\n", - "| p4415_p | 0.000 0.005 -0.006 0.000 0.009 -0.000 -0.009 0.000 0.000 -0.010 0.002 0.003 -0.009 0.000 0.007 0.006 0.001 -0.009 -0.003 1.000 0.010 |\n", - "| Dbar_s | -0.699 0.593 -0.386 0.044 0.741 -0.001 -0.001 0.040 -0.035 -0.004 0.321 -0.130 -0.323 0.043 0.393 0.193 0.082 -0.251 -0.199 0.010 1.000 |\n", - "-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n", - "Hesse errors: OrderedDict([(, {'error': 0.06688722453938811}), (, {'error': 0.04149382929381229}), (, {'error': 0.2550664889635734}), (, {'error': 0.19013215462474609}), (, {'error': 0.1885248342997956}), (, {'error': 0.10232506987486989}), (, {'error': 0.10563918790834137}), (, {'error': 0.9152925069710411}), (, {'error': 0.3127593208064462}), (, {'error': 0.015928954497738665}), (, {'error': 0.11425790661196267}), (, {'error': 0.16621689464617262}), (, {'error': 0.1612227852060888}), (, {'error': 0.446496431419928}), (, {'error': 0.6144703705613441}), (, {'error': 0.025977194618548083}), (, {'error': 1.005919398835962}), (, {'error': 0.24279549889988083}), (, {'error': 0.15727258201923489}), (, {'error': 0.15182849144352994}), (, {'error': 0.4291193487086542})])\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Toy 15/15\n", - "Time taken: 33 min, 14 s\n", - "Projected time left: \n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" } ], "source": [ @@ -2862,14 +2189,14 @@ "Ctt_list = []\n", "Ctt_error_list = []\n", "\n", - "nr_of_toys = 15\n", + "nr_of_toys = 25\n", "if fitting_range == 'cut':\n", " nevents = int(pdg[\"number_of_decays\"]*cut_BR)\n", "else:\n", " nevents = int(pdg[\"number_of_decays\"])\n", "# nevents = pdg[\"number_of_decays\"]\n", "event_stack = 1000000\n", - "# nevents *= 41\n", + "nevents *= 41\n", "# zfit.settings.set_verbosity(10)\n", "calls = int(nevents/event_stack + 1)\n", "\n", @@ -3058,7 +2385,7 @@ }, { "cell_type": "code", - "execution_count": 40, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -3070,20 +2397,9 @@ }, { "cell_type": "code", - "execution_count": 41, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "11/15 fits converged\n", - "Mean Ctt value = 0.23121554511336265\n", - "Mean Ctt error = 0.16933628195612527\n", - "95 Sensitivy = 0.00048173624329696924\n" - ] - } - ], + "outputs": [], "source": [ "print('{0}/{1} fits converged'.format(len(Ctt_list), nr_of_toys))\n", "print('Mean Ctt value = {}'.format(np.mean(Ctt_list)))\n", @@ -3093,32 +2409,9 @@ }, { "cell_type": "code", - "execution_count": 42, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "(36668,)" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "plt.hist(tot_sam, bins = int((x_max-x_min)/7.))\n", "\n", @@ -3131,7 +2424,7 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": null, "metadata": {}, "outputs": [], "source": [