Simulation starting
2019-09-05 21:21:15.654767: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcuda.so.1
2019-09-05 21:21:16.004198: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties:
name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235
pciBusID: 0000:0b:00.0
2019-09-05 21:21:16.004793: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
2019-09-05 21:21:16.007434: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0
2019-09-05 21:21:16.009802: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0
2019-09-05 21:21:16.010314: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0
2019-09-05 21:21:16.012924: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0
2019-09-05 21:21:16.014972: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0
2019-09-05 21:21:16.021239: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
2019-09-05 21:21:16.027518: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
2019-09-05 21:21:16.028045: I tensorflow/core/platform/cpu_feature_guard.cc:142] Your CPU supports instructions that this TensorFlow binary was not compiled to use: SSE4.1 SSE4.2 AVX AVX2 FMA
2019-09-05 21:21:16.056899: I tensorflow/core/platform/profile_utils/cpu_utils.cc:94] CPU Frequency: 2099830000 Hz
2019-09-05 21:21:16.057306: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x56003924a310 executing computations on platform Host. Devices:
2019-09-05 21:21:16.057353: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): <undefined>, <undefined>
2019-09-05 21:21:16.062151: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1640] Found device 0 with properties:
name: Tesla K80 major: 3 minor: 7 memoryClockRate(GHz): 0.8235
pciBusID: 0000:0b:00.0
2019-09-05 21:21:16.062317: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
2019-09-05 21:21:16.062352: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcublas.so.10.0
2019-09-05 21:21:16.062380: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcufft.so.10.0
2019-09-05 21:21:16.062407: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcurand.so.10.0
2019-09-05 21:21:16.062435: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusolver.so.10.0
2019-09-05 21:21:16.062463: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcusparse.so.10.0
2019-09-05 21:21:16.062491: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudnn.so.7
2019-09-05 21:21:16.069507: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
2019-09-05 21:21:16.069672: I tensorflow/stream_executor/platform/default/dso_loader.cc:42] Successfully opened dynamic library libcudart.so.10.0
2019-09-05 21:21:16.279254: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix:
2019-09-05 21:21:16.279310: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0
2019-09-05 21:21:16.279323: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N
2019-09-05 21:21:16.291706: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1326] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 10802 MB memory) -> physical GPU (device: 0, name: Tesla K80, pci bus id: 0000:0b:00.0, compute capability: 3.7)
2019-09-05 21:21:16.294859: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x5600397a68a0 executing computations on platform CUDA. Devices:
2019-09-05 21:21:16.294945: I tensorflow/compiler/xla/service/service.cc:175] StreamExecutor device (0): Tesla K80, Compute Capability 3.7
WARNING: Logging before flag parsing goes to stderr.
W0905 21:21:18.476471 140362912630528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/tensorflow_probability/python/mcmc/sample_halton_sequence.py:216: add_dispatch_support.<locals>.wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version.
Instructions for updating:
Use tf.where in 2.0, which has the same broadcast rule as np.where
W0905 21:21:18.536288 140362912630528 deprecation_wrapper.py:119] From raremodel-nb.py:140: The name tf.angle is deprecated. Please use tf.math.angle instead.
W0905 21:21:19.044417 140362912630528 deprecation_wrapper.py:119] From raremodel-nb.py:244: The name tf.log is deprecated. Please use tf.math.log instead.
2019-09-05 21:21:43.456580: W tensorflow/compiler/jit/mark_for_compilation_pass.cc:1412] (One-time warning): Not using XLA:CPU for cluster because envvar TF_XLA_FLAGS=--tf_xla_cpu_global_jit was not set. If you want XLA:CPU, either set that envvar, or use experimental_jit_scope to enable XLA:CPU. To confirm that XLA is active, pass --vmodule=xla_compilation_cache=1 (as a proper command-line flag, not via TF_XLA_FLAGS) or set the envvar XLA_FLAGS=--xla_hlo_profile.
raremodel-nb.py:659: UserWarning: Creating legend with loc="best" can be slow with large amounts of data.
plt.savefig('test.png')
W0905 21:21:52.726485 140362912630528 deprecation.py:323] From /home/cluster/saslie/.conda/envs/rmd1/lib/python3.7/site-packages/zfit/core/parameter.py:447: Variable.load (from tensorflow.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Prefer Variable.assign which has equivalent behavior in 2.X.
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 323511.218626 Edm = 11446.5 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 323511.218626 Edm = 11446.5 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 301653.4805182 Edm = 23.7473 NCalls = 4
VariableMetric: Iteration # 2 - FCN = 301021.8094392 Edm = 7.02003 NCalls = 8
VariableMetric: Iteration # 3 - FCN = 301011.6756196 Edm = 4.7077 NCalls = 10
VariableMetric: Iteration # 4 - FCN = 297783.3082984 Edm = 117.313 NCalls = 19
VariableMetric: Iteration # 5 - FCN = 297647.7525066 Edm = 1.33497 NCalls = 22
VariableMetric: Iteration # 6 - FCN = 297647.1184116 Edm = 0.0443324 NCalls = 24
VariableMetric: Iteration # 7 - FCN = 297646.9043981 Edm = 0.116254 NCalls = 26
VariableMetric: Iteration # 8 - FCN = 297616.7665356 Edm = 1.56929 NCalls = 32
VariableMetric: Iteration # 9 - FCN = 297614.9854363 Edm = 0.037283 NCalls = 34
VariableMetric: Iteration # 10 - FCN = 297614.8338742 Edm = 0.113873 NCalls = 36
VariableMetric: Iteration # 11 - FCN = 297487.748723 Edm = 33.8073 NCalls = 44
VariableMetric: Iteration # 12 - FCN = 297451.2770042 Edm = 3.3597 NCalls = 46
VariableMetric: Iteration # 13 - FCN = 297449.2509253 Edm = 0.107451 NCalls = 48
VariableMetric: Iteration # 14 - FCN = 297449.1471033 Edm = 0.0150934 NCalls = 49
VariableMetric: Iteration # 15 - FCN = 297448.8897362 Edm = 0.242132 NCalls = 53
VariableMetric: Iteration # 16 - FCN = 297410.685723 Edm = 9.34902 NCalls = 59
VariableMetric: Iteration # 17 - FCN = 297399.2451735 Edm = 0.803356 NCalls = 61
VariableMetric: Iteration # 18 - FCN = 297398.6295148 Edm = 0.0238402 NCalls = 63
VariableMetric: Iteration # 19 - FCN = 297398.5766685 Edm = 0.0293132 NCalls = 65
VariableMetric: Iteration # 20 - FCN = 297379.9918401 Edm = 23.9035 NCalls = 73
VariableMetric: Iteration # 21 - FCN = 297379.5751866 Edm = 0.441502 NCalls = 76
VariableMetric: Iteration # 22 - FCN = 297369.6855167 Edm = 9.24152 NCalls = 82
VariableMetric: Iteration # 23 - FCN = 297335.8508832 Edm = 15.4101 NCalls = 88
VariableMetric: Iteration # 24 - FCN = 297322.4762251 Edm = 1.23627 NCalls = 90
VariableMetric: Iteration # 25 - FCN = 297320.9711638 Edm = 0.173601 NCalls = 92
VariableMetric: Iteration # 26 - FCN = 297320.8812301 Edm = 0.0160635 NCalls = 94
VariableMetric: Iteration # 27 - FCN = 297320.8511601 Edm = 0.0162184 NCalls = 96
VariableMetric: Iteration # 28 - FCN = 297320.2575332 Edm = 0.733219 NCalls = 101
VariableMetric: Iteration # 29 - FCN = 297319.6375461 Edm = 0.573377 NCalls = 106
VariableMetric: Iteration # 30 - FCN = 297294.9974502 Edm = 2.02968 NCalls = 111
VariableMetric: Iteration # 31 - FCN = 297292.1038764 Edm = 0.496339 NCalls = 112
VariableMetric: Iteration # 32 - FCN = 297291.8104207 Edm = 0.0575369 NCalls = 114
VariableMetric: Iteration # 33 - FCN = 297291.7397335 Edm = 0.0119609 NCalls = 116
VariableMetric: Iteration # 34 - FCN = 297291.7208917 Edm = 0.00805538 NCalls = 118
VariableMetric: Iteration # 35 - FCN = 297291.6571322 Edm = 0.0435229 NCalls = 121
VariableMetric: Iteration # 36 - FCN = 297291.1636829 Edm = 0.364443 NCalls = 124
VariableMetric: Iteration # 37 - FCN = 297281.7617191 Edm = 5.84024 NCalls = 128
VariableMetric: Iteration # 38 - FCN = 297265.1986878 Edm = 0.878639 NCalls = 130
VariableMetric: Iteration # 39 - FCN = 297264.3411972 Edm = 0.0832862 NCalls = 131
VariableMetric: Iteration # 40 - FCN = 297264.265344 Edm = 0.00401914 NCalls = 133
VariableMetric: Iteration # 41 - FCN = 297264.2596084 Edm = 0.00239356 NCalls = 135
VariableMetric: Iteration # 42 - FCN = 297264.2533213 Edm = 0.0052266 NCalls = 137
VariableMetric: Iteration # 43 - FCN = 297264.2190198 Edm = 0.0310037 NCalls = 141
VariableMetric: Iteration # 44 - FCN = 297262.4528769 Edm = 1.41971 NCalls = 146
VariableMetric: Iteration # 45 - FCN = 297256.6137603 Edm = 2.4799 NCalls = 149
VariableMetric: Iteration # 46 - FCN = 297254.8450374 Edm = 0.0727413 NCalls = 151
VariableMetric: Iteration # 47 - FCN = 297254.7750134 Edm = 0.00413538 NCalls = 152
VariableMetric: Iteration # 48 - FCN = 297254.7692823 Edm = 0.00113286 NCalls = 154
VariableMetric: Iteration # 49 - FCN = 297254.761527 Edm = 0.00387351 NCalls = 157
VariableMetric: Iteration # 50 - FCN = 297254.6582374 Edm = 0.0819942 NCalls = 161
VariableMetric: Iteration # 51 - FCN = 297251.4862554 Edm = 1.36198 NCalls = 165
VariableMetric: Iteration # 52 - FCN = 297249.5075479 Edm = 0.0953869 NCalls = 168
VariableMetric: Iteration # 53 - FCN = 297249.4437408 Edm = 0.00553867 NCalls = 170
VariableMetric: Iteration # 54 - FCN = 297249.4387565 Edm = 0.000384371 NCalls = 171
VariableMetric: Iteration # 55 - FCN = 297249.4352721 Edm = 0.00320296 NCalls = 174
VariableMetric: Iteration # 56 - FCN = 297248.9628295 Edm = 0.0927194 NCalls = 181
VariableMetric: Iteration # 57 - FCN = 297247.4125203 Edm = 0.264061 NCalls = 183
VariableMetric: Iteration # 58 - FCN = 297246.9107822 Edm = 0.00463801 NCalls = 185
VariableMetric: Iteration # 59 - FCN = 297246.9055101 Edm = 0.000180321 NCalls = 187
VariableMetric: Iteration # 60 - FCN = 297246.9048093 Edm = 0.000551248 NCalls = 189
VariableMetric: Iteration # 61 - FCN = 297246.8457242 Edm = 0.0544485 NCalls = 196
VariableMetric: Iteration # 62 - FCN = 297245.1633367 Edm = 0.290152 NCalls = 200
VariableMetric: Iteration # 63 - FCN = 297244.8126042 Edm = 0.00871197 NCalls = 202
VariableMetric: Iteration # 64 - FCN = 297244.8029996 Edm = 0.000370581 NCalls = 204
VariableMetric: Iteration # 65 - FCN = 297244.8025044 Edm = 6.92777e-05 NCalls = 206
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 320377.4170661 Edm = 31.3431 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 320377.4170661 Edm = 31.3431 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 299627.6992411 Edm = 28.5079 NCalls = 8
VariableMetric: Iteration # 2 - FCN = 298592.9841744 Edm = 2718.3 NCalls = 10
VariableMetric: Iteration # 3 - FCN = 297977.7458541 Edm = 157.188 NCalls = 12
VariableMetric: Iteration # 4 - FCN = 297908.041957 Edm = 23.9616 NCalls = 14
VariableMetric: Iteration # 5 - FCN = 297801.6579159 Edm = 60.8582 NCalls = 17
VariableMetric: Iteration # 6 - FCN = 297706.9828496 Edm = 0.891311 NCalls = 21
VariableMetric: Iteration # 7 - FCN = 297706.0369756 Edm = 0.0413942 NCalls = 22
VariableMetric: Iteration # 8 - FCN = 297705.5210085 Edm = 0.31788 NCalls = 25
VariableMetric: Iteration # 9 - FCN = 297695.2094878 Edm = 7.4075 NCalls = 29
VariableMetric: Iteration # 10 - FCN = 297659.5856032 Edm = 2.28867 NCalls = 32
VariableMetric: Iteration # 11 - FCN = 297655.8879343 Edm = 1.00947 NCalls = 34
VariableMetric: Iteration # 12 - FCN = 297654.432038 Edm = 0.166559 NCalls = 36
VariableMetric: Iteration # 13 - FCN = 297653.70759 Edm = 0.669667 NCalls = 38
VariableMetric: Iteration # 14 - FCN = 297647.3954008 Edm = 5.69372 NCalls = 44
VariableMetric: Iteration # 15 - FCN = 297645.709105 Edm = 3.13621 NCalls = 48
VariableMetric: Iteration # 16 - FCN = 297630.2065212 Edm = 8.03633 NCalls = 55
VariableMetric: Iteration # 17 - FCN = 297587.9054412 Edm = 5.81473 NCalls = 57
VariableMetric: Iteration # 18 - FCN = 297583.1351492 Edm = 3.94976 NCalls = 59
VariableMetric: Iteration # 19 - FCN = 297570.333643 Edm = 5.17855 NCalls = 63
VariableMetric: Iteration # 20 - FCN = 297560.303944 Edm = 21.8944 NCalls = 68
VariableMetric: Iteration # 21 - FCN = 297552.3559314 Edm = 21.4189 NCalls = 71
VariableMetric: Iteration # 22 - FCN = 297544.8219009 Edm = 10.4596 NCalls = 74
VariableMetric: Iteration # 23 - FCN = 297514.0833328 Edm = 1.36473 NCalls = 81
VariableMetric: Iteration # 24 - FCN = 297513.3027587 Edm = 0.869882 NCalls = 83
VariableMetric: Iteration # 25 - FCN = 297512.1385947 Edm = 0.207636 NCalls = 85
VariableMetric: Iteration # 26 - FCN = 297510.7931792 Edm = 0.0474641 NCalls = 89
VariableMetric: Iteration # 27 - FCN = 297510.7008504 Edm = 0.0352213 NCalls = 91
VariableMetric: Iteration # 28 - FCN = 297510.146053 Edm = 0.530951 NCalls = 94
VariableMetric: Iteration # 29 - FCN = 297509.2839433 Edm = 0.790896 NCalls = 98
VariableMetric: Iteration # 30 - FCN = 297497.516412 Edm = 7.70348 NCalls = 103
VariableMetric: Iteration # 31 - FCN = 297484.4106955 Edm = 10.3024 NCalls = 109
VariableMetric: Iteration # 32 - FCN = 297477.711074 Edm = 2.49849 NCalls = 111
VariableMetric: Iteration # 33 - FCN = 297474.9783338 Edm = 1.14766 NCalls = 113
VariableMetric: Iteration # 34 - FCN = 297474.4347236 Edm = 0.13409 NCalls = 115
VariableMetric: Iteration # 35 - FCN = 297473.1670577 Edm = 0.357735 NCalls = 119
VariableMetric: Iteration # 36 - FCN = 297472.6095689 Edm = 0.0247469 NCalls = 121
VariableMetric: Iteration # 37 - FCN = 297472.5839012 Edm = 0.0076209 NCalls = 123
VariableMetric: Iteration # 38 - FCN = 297472.5440441 Edm = 0.0305912 NCalls = 126
VariableMetric: Iteration # 39 - FCN = 297470.1459987 Edm = 2.42072 NCalls = 131
VariableMetric: Iteration # 40 - FCN = 297468.1172039 Edm = 1.98132 NCalls = 136
VariableMetric: Iteration # 41 - FCN = 297465.5807704 Edm = 2.45478 NCalls = 141
VariableMetric: Iteration # 42 - FCN = 297432.6946923 Edm = 95.2953 NCalls = 147
VariableMetric: Iteration # 43 - FCN = 297419.8372821 Edm = 11.6845 NCalls = 152
VariableMetric: Iteration # 44 - FCN = 297400.2742183 Edm = 5.19139 NCalls = 155
VariableMetric: Iteration # 45 - FCN = 297387.5610976 Edm = 4.45232 NCalls = 158
VariableMetric: Iteration # 46 - FCN = 297377.0781135 Edm = 13.8888 NCalls = 161
VariableMetric: Iteration # 47 - FCN = 297371.4948245 Edm = 5.10879 NCalls = 163
VariableMetric: Iteration # 48 - FCN = 297367.3579471 Edm = 2.24261 NCalls = 165
VariableMetric: Iteration # 49 - FCN = 297363.957022 Edm = 2.5766 NCalls = 167
VariableMetric: Iteration # 50 - FCN = 297362.3763888 Edm = 0.153123 NCalls = 169
VariableMetric: Iteration # 51 - FCN = 297362.2292214 Edm = 0.0956064 NCalls = 170
VariableMetric: Iteration # 52 - FCN = 297362.1260592 Edm = 0.101159 NCalls = 172
VariableMetric: Iteration # 53 - FCN = 297357.2880059 Edm = 5.35875 NCalls = 177
VariableMetric: Iteration # 54 - FCN = 297357.0606254 Edm = 0.161726 NCalls = 179
VariableMetric: Iteration # 55 - FCN = 297347.9378204 Edm = 10.6165 NCalls = 185
VariableMetric: Iteration # 56 - FCN = 297347.6522105 Edm = 0.606043 NCalls = 187
VariableMetric: Iteration # 57 - FCN = 297338.746253 Edm = 7.38777 NCalls = 192
VariableMetric: Iteration # 58 - FCN = 297296.7876028 Edm = 8.02311 NCalls = 197
VariableMetric: Iteration # 59 - FCN = 297287.7492219 Edm = 2.56802 NCalls = 199
VariableMetric: Iteration # 60 - FCN = 297286.0722659 Edm = 0.481883 NCalls = 202
VariableMetric: Iteration # 61 - FCN = 297284.5635389 Edm = 0.557369 NCalls = 205
VariableMetric: Iteration # 62 - FCN = 297282.7191092 Edm = 0.214012 NCalls = 208
VariableMetric: Iteration # 63 - FCN = 297282.4623371 Edm = 0.209592 NCalls = 210
VariableMetric: Iteration # 64 - FCN = 297282.355321 Edm = 0.0158789 NCalls = 211
VariableMetric: Iteration # 65 - FCN = 297282.3268555 Edm = 0.00445484 NCalls = 213
VariableMetric: Iteration # 66 - FCN = 297282.1916623 Edm = 0.12285 NCalls = 217
VariableMetric: Iteration # 67 - FCN = 297273.1025116 Edm = 2.92102 NCalls = 222
VariableMetric: Iteration # 68 - FCN = 297268.1241986 Edm = 1.60608 NCalls = 225
VariableMetric: Iteration # 69 - FCN = 297267.6515032 Edm = 0.479278 NCalls = 227
VariableMetric: Iteration # 70 - FCN = 297266.5778751 Edm = 0.333082 NCalls = 231
VariableMetric: Iteration # 71 - FCN = 297265.660544 Edm = 0.828296 NCalls = 235
VariableMetric: Iteration # 72 - FCN = 297265.2087872 Edm = 0.224599 NCalls = 237
VariableMetric: Iteration # 73 - FCN = 297264.890607 Edm = 0.047654 NCalls = 240
VariableMetric: Iteration # 74 - FCN = 297264.8304011 Edm = 0.00711815 NCalls = 242
VariableMetric: Iteration # 75 - FCN = 297264.8217638 Edm = 0.00289586 NCalls = 244
VariableMetric: Iteration # 76 - FCN = 297264.8067931 Edm = 0.0132684 NCalls = 247
VariableMetric: Iteration # 77 - FCN = 297263.5160804 Edm = 1.20244 NCalls = 254
VariableMetric: Iteration # 78 - FCN = 297251.3230183 Edm = 1.2876 NCalls = 258
VariableMetric: Iteration # 79 - FCN = 297250.0614615 Edm = 0.0426961 NCalls = 259
VariableMetric: Iteration # 80 - FCN = 297250.0168273 Edm = 0.00294367 NCalls = 261
VariableMetric: Iteration # 81 - FCN = 297250.0134327 Edm = 0.000892119 NCalls = 263
VariableMetric: Iteration # 82 - FCN = 297250.0115495 Edm = 0.00133552 NCalls = 265
VariableMetric: Iteration # 83 - FCN = 297249.8293835 Edm = 0.170825 NCalls = 271
VariableMetric: Iteration # 84 - FCN = 297245.5916284 Edm = 0.439029 NCalls = 275
VariableMetric: Iteration # 85 - FCN = 297245.219047 Edm = 0.127369 NCalls = 277
VariableMetric: Iteration # 86 - FCN = 297245.1054434 Edm = 0.039529 NCalls = 279
VariableMetric: Iteration # 87 - FCN = 297245.0398573 Edm = 0.0192085 NCalls = 282
VariableMetric: Iteration # 88 - FCN = 297245.0264811 Edm = 0.00529265 NCalls = 284
VariableMetric: Iteration # 89 - FCN = 297245.0170617 Edm = 0.00256524 NCalls = 287
VariableMetric: Iteration # 90 - FCN = 297245.0078177 Edm = 0.00372772 NCalls = 290
VariableMetric: Iteration # 91 - FCN = 297245.0007786 Edm = 0.0107544 NCalls = 294
VariableMetric: Iteration # 92 - FCN = 297244.9925611 Edm = 0.00381063 NCalls = 300
VariableMetric: Iteration # 93 - FCN = 297244.9904338 Edm = 0.00506672 NCalls = 303
VariableMetric: Iteration # 94 - FCN = 297244.9803761 Edm = 0.0097536 NCalls = 306
VariableMetric: Iteration # 95 - FCN = 297244.9719724 Edm = 0.0131803 NCalls = 309
VariableMetric: Iteration # 96 - FCN = 297244.9435698 Edm = 0.0278934 NCalls = 316
VariableMetric: Iteration # 97 - FCN = 297244.936174 Edm = 0.0233178 NCalls = 320
VariableMetric: Iteration # 98 - FCN = 297244.9088141 Edm = 0.0418939 NCalls = 325
VariableMetric: Iteration # 99 - FCN = 297244.9009759 Edm = 0.0136441 NCalls = 329
VariableMetric: Iteration # 100 - FCN = 297244.8154112 Edm = 0.0264245 NCalls = 334
VariableMetric: Iteration # 101 - FCN = 297244.7568467 Edm = 0.0172188 NCalls = 340
VariableMetric: Iteration # 102 - FCN = 297244.7285441 Edm = 0.0312205 NCalls = 343
VariableMetric: Iteration # 103 - FCN = 297244.712535 Edm = 0.00215872 NCalls = 345
VariableMetric: Iteration # 104 - FCN = 297244.7095243 Edm = 0.000380674 NCalls = 347
VariableMetric: Iteration # 105 - FCN = 297244.7082959 Edm = 0.000565646 NCalls = 349
VariableMetric: Iteration # 106 - FCN = 297244.7009791 Edm = 0.00590122 NCalls = 352
VariableMetric: Iteration # 107 - FCN = 297243.3835129 Edm = 1.18308 NCalls = 358
VariableMetric: Iteration # 108 - FCN = 297239.5715596 Edm = 6.66542 NCalls = 362
VariableMetric: Iteration # 109 - FCN = 297237.9097496 Edm = 0.12708 NCalls = 364
VariableMetric: Iteration # 110 - FCN = 297237.7774898 Edm = 0.0217785 NCalls = 366
VariableMetric: Iteration # 111 - FCN = 297237.7477916 Edm = 0.00406174 NCalls = 368
VariableMetric: Iteration # 112 - FCN = 297237.7451087 Edm = 0.000962348 NCalls = 370
VariableMetric: Iteration # 113 - FCN = 297237.7431686 Edm = 0.00118766 NCalls = 372
VariableMetric: Iteration # 114 - FCN = 297237.6822206 Edm = 0.0532518 NCalls = 377
VariableMetric: Iteration # 115 - FCN = 297237.0475461 Edm = 0.303113 NCalls = 381
VariableMetric: Iteration # 116 - FCN = 297235.0016439 Edm = 0.792117 NCalls = 384
VariableMetric: Iteration # 117 - FCN = 297233.5510275 Edm = 0.155706 NCalls = 386
VariableMetric: Iteration # 118 - FCN = 297233.3671358 Edm = 0.0392232 NCalls = 388
VariableMetric: Iteration # 119 - FCN = 297233.324898 Edm = 0.0480146 NCalls = 391
VariableMetric: Iteration # 120 - FCN = 297233.303136 Edm = 0.00458111 NCalls = 393
VariableMetric: Iteration # 121 - FCN = 297233.2970027 Edm = 0.00043276 NCalls = 395
VariableMetric: Iteration # 122 - FCN = 297233.2963057 Edm = 0.000109633 NCalls = 397
VariableMetric: Iteration # 123 - FCN = 297233.2949985 Edm = 0.00120379 NCalls = 400
VariableMetric: Iteration # 124 - FCN = 297233.2453066 Edm = 0.0569799 NCalls = 407
VariableMetric: Iteration # 125 - FCN = 297233.2410618 Edm = 0.00418887 NCalls = 411
VariableMetric: Iteration # 126 - FCN = 297233.1637138 Edm = 0.0773892 NCalls = 418
VariableMetric: Iteration # 127 - FCN = 297233.1465949 Edm = 0.0168215 NCalls = 424
VariableMetric: Iteration # 128 - FCN = 297230.2442554 Edm = 1.94527 NCalls = 432
VariableMetric: Iteration # 129 - FCN = 297228.6663923 Edm = 1.70494 NCalls = 434
VariableMetric: Iteration # 130 - FCN = 297228.1570334 Edm = 0.77834 NCalls = 436
VariableMetric: Iteration # 131 - FCN = 297227.613718 Edm = 0.214644 NCalls = 439
VariableMetric: Iteration # 132 - FCN = 297227.3541906 Edm = 0.0932129 NCalls = 442
VariableMetric: Iteration # 133 - FCN = 297227.2827449 Edm = 0.0074245 NCalls = 444
VariableMetric: Iteration # 134 - FCN = 297227.2764527 Edm = 0.000339348 NCalls = 446
VariableMetric: Iteration # 135 - FCN = 297227.2760691 Edm = 9.85452e-05 NCalls = 448
VariableMetric: Iteration # 136 - FCN = 297227.2749485 Edm = 0.000924491 NCalls = 451
VariableMetric: Iteration # 137 - FCN = 297227.2524017 Edm = 0.0204651 NCalls = 455
VariableMetric: Iteration # 138 - FCN = 297225.9055562 Edm = 0.654529 NCalls = 461
VariableMetric: Iteration # 139 - FCN = 297225.0120141 Edm = 0.354899 NCalls = 463
VariableMetric: Iteration # 140 - FCN = 297224.8037999 Edm = 0.0103658 NCalls = 464
VariableMetric: Iteration # 141 - FCN = 297224.7948932 Edm = 0.00104924 NCalls = 465
VariableMetric: Iteration # 142 - FCN = 297224.7936224 Edm = 7.27619e-05 NCalls = 467
VariableMetric: After Hessian - FCN = 297224.7936224 Edm = 4.41538 NCalls = 944
VariableMetric: Iteration # 143 - FCN = 297224.7936224 Edm = 4.41538 NCalls = 944
VariableMetric: Iteration # 144 - FCN = 297221.4432394 Edm = 0.225887 NCalls = 946
VariableMetric: Iteration # 145 - FCN = 297221.2694504 Edm = 0.0532685 NCalls = 948
VariableMetric: Iteration # 146 - FCN = 297221.2003755 Edm = 0.0415086 NCalls = 950
VariableMetric: Iteration # 147 - FCN = 297221.0165915 Edm = 0.0986076 NCalls = 954
VariableMetric: Iteration # 148 - FCN = 297220.9469264 Edm = 0.0335128 NCalls = 956
VariableMetric: Iteration # 149 - FCN = 297220.9140784 Edm = 0.0058445 NCalls = 958
VariableMetric: Iteration # 150 - FCN = 297220.9089446 Edm = 0.000682659 NCalls = 960
VariableMetric: Iteration # 151 - FCN = 297220.9083062 Edm = 4.04907e-05 NCalls = 961
VariableMetric: After Hessian - FCN = 297220.9083062 Edm = 0.000441299 NCalls = 1444
VariableMetric: Iteration # 152 - FCN = 297220.9083062 Edm = 0.000441299 NCalls = 1444
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 305627.3166349 Edm = 28.2032 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 305627.3166349 Edm = 28.2032 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 302132.606579 Edm = 3.81839 NCalls = 9
VariableMetric: Iteration # 2 - FCN = 302119.3581832 Edm = 3.70032 NCalls = 11
VariableMetric: Iteration # 3 - FCN = 302100.316951 Edm = 18.1116 NCalls = 14
VariableMetric: Iteration # 4 - FCN = 298984.5579526 Edm = 166.845 NCalls = 25
VariableMetric: Iteration # 5 - FCN = 298634.9933751 Edm = 314.806 NCalls = 27
VariableMetric: Iteration # 6 - FCN = 298113.2270331 Edm = 17.3394 NCalls = 30
VariableMetric: Iteration # 7 - FCN = 298087.5755312 Edm = 1.02148 NCalls = 32
VariableMetric: Iteration # 8 - FCN = 298086.9077221 Edm = 0.108957 NCalls = 34
VariableMetric: Iteration # 9 - FCN = 298063.5310874 Edm = 18.3083 NCalls = 40
VariableMetric: Iteration # 10 - FCN = 297956.5820287 Edm = 1.53476 NCalls = 44
VariableMetric: Iteration # 11 - FCN = 297954.9627693 Edm = 0.107837 NCalls = 46
VariableMetric: Iteration # 12 - FCN = 297951.873453 Edm = 3.55923 NCalls = 50
VariableMetric: Iteration # 13 - FCN = 297942.1560154 Edm = 9.2936 NCalls = 55
VariableMetric: Iteration # 14 - FCN = 297713.6409316 Edm = 15.5969 NCalls = 60
VariableMetric: Iteration # 15 - FCN = 297694.2864611 Edm = 5.67175 NCalls = 62
VariableMetric: Iteration # 16 - FCN = 297688.0469774 Edm = 0.966462 NCalls = 64
VariableMetric: Iteration # 17 - FCN = 297687.3729894 Edm = 0.173284 NCalls = 66
VariableMetric: Iteration # 18 - FCN = 297687.1689938 Edm = 0.0584637 NCalls = 68
VariableMetric: Iteration # 19 - FCN = 297685.5468763 Edm = 1.21973 NCalls = 72
VariableMetric: Iteration # 20 - FCN = 297640.57268 Edm = 30.1384 NCalls = 77
VariableMetric: Iteration # 21 - FCN = 297569.1571123 Edm = 9.08563 NCalls = 79
VariableMetric: Iteration # 22 - FCN = 297558.4107095 Edm = 0.12775 NCalls = 81
VariableMetric: Iteration # 23 - FCN = 297558.2208294 Edm = 0.0676914 NCalls = 83
VariableMetric: Iteration # 24 - FCN = 297557.1255988 Edm = 0.81438 NCalls = 90
VariableMetric: Iteration # 25 - FCN = 297556.6562629 Edm = 1.45147 NCalls = 93
VariableMetric: Iteration # 26 - FCN = 297554.804333 Edm = 0.174633 NCalls = 101
VariableMetric: Iteration # 27 - FCN = 297554.6515025 Edm = 0.111438 NCalls = 103
VariableMetric: Iteration # 28 - FCN = 297554.6165094 Edm = 0.00573779 NCalls = 105
VariableMetric: Iteration # 29 - FCN = 297554.5970092 Edm = 0.0155216 NCalls = 107
VariableMetric: Iteration # 30 - FCN = 297552.789522 Edm = 2.23087 NCalls = 114
VariableMetric: Iteration # 31 - FCN = 297552.7719037 Edm = 0.0149975 NCalls = 116
VariableMetric: Iteration # 32 - FCN = 297552.6555167 Edm = 0.180825 NCalls = 120
VariableMetric: Iteration # 33 - FCN = 297552.584764 Edm = 0.0671577 NCalls = 124
VariableMetric: Iteration # 34 - FCN = 297551.5516869 Edm = 0.78173 NCalls = 131
VariableMetric: Iteration # 35 - FCN = 297531.2471918 Edm = 5.54436 NCalls = 136
VariableMetric: Iteration # 36 - FCN = 297524.1199487 Edm = 2.54122 NCalls = 139
VariableMetric: Iteration # 37 - FCN = 297520.4935994 Edm = 1.15844 NCalls = 141
VariableMetric: Iteration # 38 - FCN = 297516.1890875 Edm = 1.55616 NCalls = 145
VariableMetric: Iteration # 39 - FCN = 297514.7228105 Edm = 1.85652 NCalls = 148
VariableMetric: Iteration # 40 - FCN = 297513.6660733 Edm = 0.304651 NCalls = 150
VariableMetric: Iteration # 41 - FCN = 297512.5136158 Edm = 0.712533 NCalls = 152
VariableMetric: Iteration # 42 - FCN = 297511.5728081 Edm = 0.383761 NCalls = 154
VariableMetric: Iteration # 43 - FCN = 297510.749275 Edm = 0.404121 NCalls = 157
VariableMetric: Iteration # 44 - FCN = 297508.9218319 Edm = 1.25747 NCalls = 160
VariableMetric: Iteration # 45 - FCN = 297508.4385474 Edm = 0.166575 NCalls = 162
VariableMetric: Iteration # 46 - FCN = 297508.1392229 Edm = 0.0867155 NCalls = 164
VariableMetric: Iteration # 47 - FCN = 297507.9523926 Edm = 0.0226685 NCalls = 166
VariableMetric: Iteration # 48 - FCN = 297507.9215184 Edm = 0.0133763 NCalls = 168
VariableMetric: Iteration # 49 - FCN = 297507.908822 Edm = 0.00555093 NCalls = 170
VariableMetric: Iteration # 50 - FCN = 297507.851317 Edm = 0.0406953 NCalls = 174
VariableMetric: Iteration # 51 - FCN = 297507.4797922 Edm = 0.380962 NCalls = 178
VariableMetric: Iteration # 52 - FCN = 297505.3124142 Edm = 2.00391 NCalls = 183
VariableMetric: Iteration # 53 - FCN = 297501.735732 Edm = 5.23662 NCalls = 185
VariableMetric: Iteration # 54 - FCN = 297492.8221529 Edm = 2.13831 NCalls = 189
VariableMetric: Iteration # 55 - FCN = 297492.0492244 Edm = 0.672409 NCalls = 191
VariableMetric: Iteration # 56 - FCN = 297491.10976 Edm = 0.423438 NCalls = 193
VariableMetric: Iteration # 57 - FCN = 297489.376657 Edm = 1.17933 NCalls = 196
VariableMetric: Iteration # 58 - FCN = 297487.1905804 Edm = 0.969724 NCalls = 201
VariableMetric: Iteration # 59 - FCN = 297486.8941598 Edm = 0.288147 NCalls = 203
VariableMetric: Iteration # 60 - FCN = 297486.6433079 Edm = 0.0628637 NCalls = 205
VariableMetric: Iteration # 61 - FCN = 297486.5202101 Edm = 0.0171261 NCalls = 207
VariableMetric: Iteration # 62 - FCN = 297486.4946586 Edm = 0.0267935 NCalls = 209
VariableMetric: Iteration # 63 - FCN = 297486.4089806 Edm = 0.0467386 NCalls = 213
VariableMetric: Iteration # 64 - FCN = 297486.3475311 Edm = 0.00967186 NCalls = 215
VariableMetric: Iteration # 65 - FCN = 297486.3358408 Edm = 0.00450886 NCalls = 218
VariableMetric: Iteration # 66 - FCN = 297486.3271481 Edm = 0.00337535 NCalls = 220
VariableMetric: Iteration # 67 - FCN = 297486.3187436 Edm = 0.00437638 NCalls = 223
VariableMetric: Iteration # 68 - FCN = 297486.2966748 Edm = 0.0200295 NCalls = 226
VariableMetric: Iteration # 69 - FCN = 297486.1988358 Edm = 0.120118 NCalls = 234
VariableMetric: Iteration # 70 - FCN = 297486.1564245 Edm = 0.0787794 NCalls = 239
VariableMetric: Iteration # 71 - FCN = 297484.6478822 Edm = 1.01443 NCalls = 247
VariableMetric: Iteration # 72 - FCN = 297484.6269549 Edm = 0.0647245 NCalls = 249
VariableMetric: Iteration # 73 - FCN = 297484.5879694 Edm = 0.00918334 NCalls = 251
VariableMetric: Iteration # 74 - FCN = 297484.5225725 Edm = 0.0586991 NCalls = 254
VariableMetric: Iteration # 75 - FCN = 297484.2315015 Edm = 0.023121 NCalls = 260
VariableMetric: Iteration # 76 - FCN = 297484.2003605 Edm = 0.00548093 NCalls = 262
VariableMetric: Iteration # 77 - FCN = 297483.7636222 Edm = 0.539268 NCalls = 267
VariableMetric: Iteration # 78 - FCN = 297483.4776923 Edm = 0.228647 NCalls = 272
VariableMetric: Iteration # 79 - FCN = 297482.0442283 Edm = 1.28168 NCalls = 275
VariableMetric: Iteration # 80 - FCN = 297476.6684802 Edm = 4.75161 NCalls = 279
VariableMetric: Iteration # 81 - FCN = 297470.8302803 Edm = 9.86388 NCalls = 282
VariableMetric: Iteration # 82 - FCN = 297463.2431006 Edm = 5.52262 NCalls = 285
VariableMetric: Iteration # 83 - FCN = 297461.4910217 Edm = 1.12442 NCalls = 287
VariableMetric: Iteration # 84 - FCN = 297458.512206 Edm = 1.77102 NCalls = 291
VariableMetric: Iteration # 85 - FCN = 297456.7836927 Edm = 2.45374 NCalls = 294
VariableMetric: Iteration # 86 - FCN = 297455.2240132 Edm = 1.25643 NCalls = 297
VariableMetric: Iteration # 87 - FCN = 297454.257128 Edm = 0.684784 NCalls = 300
VariableMetric: Iteration # 88 - FCN = 297453.7158093 Edm = 0.0538591 NCalls = 302
VariableMetric: Iteration # 89 - FCN = 297453.666521 Edm = 0.0091877 NCalls = 304
VariableMetric: Iteration # 90 - FCN = 297453.6592812 Edm = 0.00486147 NCalls = 306
VariableMetric: Iteration # 91 - FCN = 297453.6379096 Edm = 0.0167519 NCalls = 309
VariableMetric: Iteration # 92 - FCN = 297452.4325666 Edm = 1.15965 NCalls = 314
VariableMetric: Iteration # 93 - FCN = 297439.1278 Edm = 4.2375 NCalls = 317
VariableMetric: Iteration # 94 - FCN = 297434.3120237 Edm = 2.11946 NCalls = 320
VariableMetric: Iteration # 95 - FCN = 297432.8142157 Edm = 0.563762 NCalls = 323
VariableMetric: Iteration # 96 - FCN = 297432.296858 Edm = 0.0557732 NCalls = 325
VariableMetric: Iteration # 97 - FCN = 297432.2512467 Edm = 0.00897283 NCalls = 327
VariableMetric: Iteration # 98 - FCN = 297432.2423111 Edm = 0.00136156 NCalls = 329
VariableMetric: Iteration # 99 - FCN = 297432.2398677 Edm = 0.000745401 NCalls = 331
VariableMetric: Iteration # 100 - FCN = 297432.229427 Edm = 0.0100202 NCalls = 334
VariableMetric: Iteration # 101 - FCN = 297431.6125824 Edm = 0.593069 NCalls = 341
VariableMetric: Iteration # 102 - FCN = 297422.7654216 Edm = 1.03761 NCalls = 345
VariableMetric: Iteration # 103 - FCN = 297421.707323 Edm = 0.0595942 NCalls = 346
VariableMetric: Iteration # 104 - FCN = 297421.6291896 Edm = 0.0202602 NCalls = 348
VariableMetric: Iteration # 105 - FCN = 297421.6108521 Edm = 0.00590194 NCalls = 350
VariableMetric: Iteration # 106 - FCN = 297421.6048689 Edm = 0.00108694 NCalls = 352
VariableMetric: Iteration # 107 - FCN = 297421.6017643 Edm = 0.00261093 NCalls = 354
VariableMetric: Iteration # 108 - FCN = 297421.5923517 Edm = 0.0106538 NCalls = 357
VariableMetric: Iteration # 109 - FCN = 297421.5446819 Edm = 0.0468428 NCalls = 362
VariableMetric: Iteration # 110 - FCN = 297421.3643242 Edm = 0.155903 NCalls = 368
VariableMetric: Iteration # 111 - FCN = 297417.3712803 Edm = 3.50719 NCalls = 373
VariableMetric: Iteration # 112 - FCN = 297416.58322 Edm = 1.35981 NCalls = 376
VariableMetric: Iteration # 113 - FCN = 297412.5619398 Edm = 1.04682 NCalls = 381
VariableMetric: Iteration # 114 - FCN = 297411.1927013 Edm = 0.364932 NCalls = 383
VariableMetric: Iteration # 115 - FCN = 297410.8457548 Edm = 0.0296494 NCalls = 385
VariableMetric: Iteration # 116 - FCN = 297410.8117196 Edm = 0.002513 NCalls = 387
VariableMetric: Iteration # 117 - FCN = 297410.808471 Edm = 0.000455578 NCalls = 389
VariableMetric: Iteration # 118 - FCN = 297410.8079235 Edm = 9.97059e-05 NCalls = 391
VariableMetric: Iteration # 119 - FCN = 297410.8074924 Edm = 0.000316177 NCalls = 394
VariableMetric: Iteration # 120 - FCN = 297410.8018553 Edm = 0.00484087 NCalls = 398
VariableMetric: Iteration # 121 - FCN = 297410.7089456 Edm = 0.0796009 NCalls = 402
VariableMetric: Iteration # 122 - FCN = 297409.8033097 Edm = 0.359346 NCalls = 405
VariableMetric: Iteration # 123 - FCN = 297409.1752005 Edm = 0.0501292 NCalls = 407
VariableMetric: Iteration # 124 - FCN = 297409.1289686 Edm = 0.00437472 NCalls = 408
VariableMetric: Iteration # 125 - FCN = 297409.1250301 Edm = 0.000159868 NCalls = 409
VariableMetric: Iteration # 126 - FCN = 297409.1247068 Edm = 9.78401e-05 NCalls = 411
VariableMetric: Iteration # 127 - FCN = 297409.1239179 Edm = 0.000642483 NCalls = 414
VariableMetric: Iteration # 128 - FCN = 297409.0694 Edm = 0.0509548 NCalls = 419
VariableMetric: Iteration # 129 - FCN = 297407.8341763 Edm = 0.174028 NCalls = 423
VariableMetric: Iteration # 130 - FCN = 297407.6481262 Edm = 0.00160885 NCalls = 425
VariableMetric: Iteration # 131 - FCN = 297407.646563 Edm = 7.49728e-05 NCalls = 426
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 306974.4453172 Edm = 37.5331 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 306974.4453172 Edm = 37.5331 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 300309.9065833 Edm = 1.78031 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 300302.7619575 Edm = 13.5799 NCalls = 14
VariableMetric: Iteration # 3 - FCN = 300299.8954171 Edm = 1.19215 NCalls = 16
VariableMetric: Iteration # 4 - FCN = 299963.5487807 Edm = 117.505 NCalls = 23
VariableMetric: Iteration # 5 - FCN = 299650.2758582 Edm = 11.6852 NCalls = 25
VariableMetric: Iteration # 6 - FCN = 299637.6947747 Edm = 1.33265 NCalls = 26
VariableMetric: Iteration # 7 - FCN = 299631.1958068 Edm = 4.80805 NCalls = 29
VariableMetric: Iteration # 8 - FCN = 298943.5271431 Edm = 533.425 NCalls = 35
VariableMetric: Iteration # 9 - FCN = 298364.9753629 Edm = 19.6457 NCalls = 41
VariableMetric: Iteration # 10 - FCN = 298346.1076177 Edm = 1.92287 NCalls = 43
VariableMetric: Iteration # 11 - FCN = 298344.7382987 Edm = 0.0893138 NCalls = 45
VariableMetric: Iteration # 12 - FCN = 298344.4927293 Edm = 0.111972 NCalls = 47
VariableMetric: Iteration # 13 - FCN = 298306.3991983 Edm = 42.9777 NCalls = 54
VariableMetric: Iteration # 14 - FCN = 298305.7073301 Edm = 0.695702 NCalls = 56
VariableMetric: Iteration # 15 - FCN = 298298.6189542 Edm = 6.79412 NCalls = 61
VariableMetric: Iteration # 16 - FCN = 298108.6320231 Edm = 84.5627 NCalls = 69
VariableMetric: Iteration # 17 - FCN = 298105.5643 Edm = 19.2288 NCalls = 71
VariableMetric: Iteration # 18 - FCN = 298095.5385123 Edm = 5.41814 NCalls = 74
VariableMetric: Iteration # 19 - FCN = 298062.5663998 Edm = 3.55215 NCalls = 78
VariableMetric: Iteration # 20 - FCN = 298059.7645732 Edm = 0.327624 NCalls = 80
VariableMetric: Iteration # 21 - FCN = 298059.4736405 Edm = 0.0440315 NCalls = 82
VariableMetric: Iteration # 22 - FCN = 298052.1369729 Edm = 8.05233 NCalls = 88
VariableMetric: Iteration # 23 - FCN = 298051.7765108 Edm = 0.332621 NCalls = 91
VariableMetric: Iteration # 24 - FCN = 297991.3293717 Edm = 10.4068 NCalls = 98
VariableMetric: Iteration # 25 - FCN = 297874.0171371 Edm = 15.3912 NCalls = 101
VariableMetric: Iteration # 26 - FCN = 297850.587816 Edm = 1.27744 NCalls = 103
VariableMetric: Iteration # 27 - FCN = 297849.0821883 Edm = 0.100354 NCalls = 105
VariableMetric: Iteration # 28 - FCN = 297848.9782432 Edm = 0.0295339 NCalls = 106
VariableMetric: Iteration # 29 - FCN = 297848.4609133 Edm = 0.424058 NCalls = 110
VariableMetric: Iteration # 30 - FCN = 297842.2491675 Edm = 3.18838 NCalls = 114
VariableMetric: Iteration # 31 - FCN = 297829.8601952 Edm = 0.928876 NCalls = 117
VariableMetric: Iteration # 32 - FCN = 297828.606218 Edm = 0.0283914 NCalls = 119
VariableMetric: Iteration # 33 - FCN = 297828.5646324 Edm = 0.00626736 NCalls = 121
VariableMetric: Iteration # 34 - FCN = 297828.3491031 Edm = 0.179154 NCalls = 125
VariableMetric: Iteration # 35 - FCN = 297818.2593234 Edm = 5.91595 NCalls = 131
VariableMetric: Iteration # 36 - FCN = 297794.9731096 Edm = 5.6851 NCalls = 134
VariableMetric: Iteration # 37 - FCN = 297785.663668 Edm = 0.7124 NCalls = 137
VariableMetric: Iteration # 38 - FCN = 297784.6052402 Edm = 0.049487 NCalls = 139
VariableMetric: Iteration # 39 - FCN = 297784.517866 Edm = 0.0233787 NCalls = 141
VariableMetric: Iteration # 40 - FCN = 297784.378052 Edm = 0.114571 NCalls = 144
VariableMetric: Iteration # 41 - FCN = 297779.3208484 Edm = 4.48165 NCalls = 148
VariableMetric: Iteration # 42 - FCN = 297686.1804982 Edm = 27.0629 NCalls = 153
VariableMetric: Iteration # 43 - FCN = 297654.4542313 Edm = 33.2532 NCalls = 156
VariableMetric: Iteration # 44 - FCN = 297601.8055343 Edm = 29.6686 NCalls = 163
VariableMetric: Iteration # 45 - FCN = 297573.3512353 Edm = 6.50483 NCalls = 167
VariableMetric: Iteration # 46 - FCN = 297568.7177271 Edm = 8.55343 NCalls = 169
VariableMetric: Iteration # 47 - FCN = 297563.7561158 Edm = 2.15917 NCalls = 171
VariableMetric: Iteration # 48 - FCN = 297560.3748691 Edm = 0.666628 NCalls = 173
VariableMetric: Iteration # 49 - FCN = 297557.90037 Edm = 0.581328 NCalls = 176
VariableMetric: Iteration # 50 - FCN = 297557.0434607 Edm = 0.11464 NCalls = 178
VariableMetric: Iteration # 51 - FCN = 297556.9331877 Edm = 0.0335779 NCalls = 179
VariableMetric: Iteration # 52 - FCN = 297556.8425433 Edm = 0.0455337 NCalls = 182
VariableMetric: Iteration # 53 - FCN = 297556.7630307 Edm = 0.035632 NCalls = 185
VariableMetric: Iteration # 54 - FCN = 297556.7005126 Edm = 0.0312211 NCalls = 187
VariableMetric: Iteration # 55 - FCN = 297556.6330933 Edm = 0.0214621 NCalls = 190
VariableMetric: Iteration # 56 - FCN = 297556.5994766 Edm = 0.0183096 NCalls = 192
VariableMetric: Iteration # 57 - FCN = 297556.3415242 Edm = 0.294714 NCalls = 197
VariableMetric: Iteration # 58 - FCN = 297554.0265075 Edm = 2.19494 NCalls = 208
VariableMetric: Iteration # 59 - FCN = 297552.6052671 Edm = 10.7262 NCalls = 210
VariableMetric: Iteration # 60 - FCN = 297546.6318083 Edm = 2.87329 NCalls = 215
VariableMetric: Iteration # 61 - FCN = 297532.2587396 Edm = 2.91828 NCalls = 223
VariableMetric: Iteration # 62 - FCN = 297531.7525434 Edm = 2.99303 NCalls = 225
VariableMetric: Iteration # 63 - FCN = 297525.733862 Edm = 2.9414 NCalls = 227
VariableMetric: Iteration # 64 - FCN = 297522.5352719 Edm = 2.69266 NCalls = 229
VariableMetric: Iteration # 65 - FCN = 297502.4468677 Edm = 12.3354 NCalls = 233
VariableMetric: Iteration # 66 - FCN = 297474.2513193 Edm = 12.707 NCalls = 235
VariableMetric: Iteration # 67 - FCN = 297461.9206661 Edm = 6.39944 NCalls = 236
VariableMetric: Iteration # 68 - FCN = 297458.378683 Edm = 2.22206 NCalls = 238
VariableMetric: Iteration # 69 - FCN = 297455.7488837 Edm = 0.91466 NCalls = 241
VariableMetric: Iteration # 70 - FCN = 297454.5331607 Edm = 0.308089 NCalls = 243
VariableMetric: Iteration # 71 - FCN = 297453.6907815 Edm = 0.357819 NCalls = 246
VariableMetric: Iteration # 72 - FCN = 297453.4166178 Edm = 0.148194 NCalls = 248
VariableMetric: Iteration # 73 - FCN = 297453.2801976 Edm = 0.0388736 NCalls = 250
VariableMetric: Iteration # 74 - FCN = 297453.2033828 Edm = 0.0210848 NCalls = 252
VariableMetric: Iteration # 75 - FCN = 297453.1834131 Edm = 0.00555522 NCalls = 253
VariableMetric: Iteration # 76 - FCN = 297453.160974 Edm = 0.0190028 NCalls = 255
VariableMetric: Iteration # 77 - FCN = 297452.9630129 Edm = 0.0833473 NCalls = 260
VariableMetric: Iteration # 78 - FCN = 297452.7708301 Edm = 0.083315 NCalls = 263
VariableMetric: Iteration # 79 - FCN = 297452.4597949 Edm = 0.346108 NCalls = 265
VariableMetric: Iteration # 80 - FCN = 297444.8402124 Edm = 7.72307 NCalls = 271
VariableMetric: Iteration # 81 - FCN = 297436.735518 Edm = 7.27157 NCalls = 279
VariableMetric: Iteration # 82 - FCN = 297423.5162737 Edm = 5.25749 NCalls = 281
VariableMetric: Iteration # 83 - FCN = 297418.8279602 Edm = 22.4335 NCalls = 283
VariableMetric: Iteration # 84 - FCN = 297405.5674187 Edm = 4.7279 NCalls = 285
VariableMetric: Iteration # 85 - FCN = 297403.2557917 Edm = 1.29868 NCalls = 287
VariableMetric: Iteration # 86 - FCN = 297399.8808984 Edm = 1.35951 NCalls = 289
VariableMetric: Iteration # 87 - FCN = 297396.8310457 Edm = 0.953174 NCalls = 291
VariableMetric: Iteration # 88 - FCN = 297395.9618411 Edm = 1.29285 NCalls = 293
VariableMetric: Iteration # 89 - FCN = 297394.486223 Edm = 0.636906 NCalls = 295
VariableMetric: Iteration # 90 - FCN = 297393.6055927 Edm = 0.428415 NCalls = 298
VariableMetric: Iteration # 91 - FCN = 297393.0294131 Edm = 0.0783663 NCalls = 300
VariableMetric: Iteration # 92 - FCN = 297392.9551186 Edm = 0.0171275 NCalls = 301
VariableMetric: Iteration # 93 - FCN = 297392.9310086 Edm = 0.00264257 NCalls = 303
VariableMetric: Iteration # 94 - FCN = 297392.9273927 Edm = 0.00137563 NCalls = 305
VariableMetric: Iteration # 95 - FCN = 297392.9218457 Edm = 0.00546081 NCalls = 308
VariableMetric: Iteration # 96 - FCN = 297392.8512901 Edm = 0.0613296 NCalls = 313
VariableMetric: Iteration # 97 - FCN = 297390.8085994 Edm = 1.33944 NCalls = 317
VariableMetric: Iteration # 98 - FCN = 297384.2314068 Edm = 2.97311 NCalls = 319
VariableMetric: Iteration # 99 - FCN = 297382.074596 Edm = 2.08124 NCalls = 322
VariableMetric: Iteration # 100 - FCN = 297378.8845449 Edm = 0.435399 NCalls = 324
VariableMetric: Iteration # 101 - FCN = 297378.4179755 Edm = 0.0130394 NCalls = 326
VariableMetric: Iteration # 102 - FCN = 297378.4004978 Edm = 0.00264589 NCalls = 328
VariableMetric: Iteration # 103 - FCN = 297378.3964789 Edm = 0.000659987 NCalls = 330
VariableMetric: Iteration # 104 - FCN = 297378.3956115 Edm = 0.000281849 NCalls = 332
VariableMetric: Iteration # 105 - FCN = 297378.3946167 Edm = 0.00068474 NCalls = 334
VariableMetric: Iteration # 106 - FCN = 297378.3782808 Edm = 0.0106155 NCalls = 338
VariableMetric: Iteration # 107 - FCN = 297378.3049373 Edm = 0.0544789 NCalls = 341
VariableMetric: Iteration # 108 - FCN = 297377.2657605 Edm = 0.90131 NCalls = 346
VariableMetric: Iteration # 109 - FCN = 297374.7766943 Edm = 0.577743 NCalls = 349
VariableMetric: Iteration # 110 - FCN = 297374.1796444 Edm = 0.0456116 NCalls = 351
VariableMetric: Iteration # 111 - FCN = 297374.1409526 Edm = 0.00536847 NCalls = 353
VariableMetric: Iteration # 112 - FCN = 297374.1361292 Edm = 0.000180504 NCalls = 354
VariableMetric: Iteration # 113 - FCN = 297374.1358228 Edm = 0.000133348 NCalls = 356
VariableMetric: Iteration # 114 - FCN = 297374.1325463 Edm = 0.00276302 NCalls = 360
VariableMetric: Iteration # 115 - FCN = 297373.643837 Edm = 0.453238 NCalls = 367
VariableMetric: Iteration # 116 - FCN = 297372.2222144 Edm = 0.274994 NCalls = 369
VariableMetric: Iteration # 117 - FCN = 297371.9329692 Edm = 0.00772577 NCalls = 370
VariableMetric: Iteration # 118 - FCN = 297371.924085 Edm = 0.0003212 NCalls = 372
VariableMetric: Iteration # 119 - FCN = 297371.9237038 Edm = 5.68882e-05 NCalls = 374
VariableMetric: After Hessian - FCN = 297371.9237038 Edm = 336.79 NCalls = 855
VariableMetric: Iteration # 120 - FCN = 297371.9237038 Edm = 336.79 NCalls = 855
VariableMetric: Iteration # 121 - FCN = 297368.3879728 Edm = 65.615 NCalls = 863
VariableMetric: Iteration # 122 - FCN = 297367.0245977 Edm = 9.75671 NCalls = 874
VariableMetric: Iteration # 123 - FCN = 297366.8878379 Edm = 2.80434 NCalls = 877
VariableMetric: Iteration # 124 - FCN = 297366.3687323 Edm = 0.573029 NCalls = 879
VariableMetric: Iteration # 125 - FCN = 297364.2269375 Edm = 1.71079 NCalls = 882
VariableMetric: Iteration # 126 - FCN = 297361.533184 Edm = 0.364396 NCalls = 888
VariableMetric: Iteration # 127 - FCN = 297361.1748825 Edm = 0.0955502 NCalls = 889
VariableMetric: Iteration # 128 - FCN = 297360.7002215 Edm = 0.137979 NCalls = 892
VariableMetric: Iteration # 129 - FCN = 297359.9568649 Edm = 0.192962 NCalls = 896
VariableMetric: Iteration # 130 - FCN = 297359.4921373 Edm = 0.10172 NCalls = 899
VariableMetric: Iteration # 131 - FCN = 297359.2624786 Edm = 0.0595107 NCalls = 902
VariableMetric: Iteration # 132 - FCN = 297359.2211654 Edm = 0.0202441 NCalls = 904
VariableMetric: Iteration # 133 - FCN = 297359.1411382 Edm = 0.013527 NCalls = 907
VariableMetric: Iteration # 134 - FCN = 297359.1169097 Edm = 0.00831445 NCalls = 909
VariableMetric: Iteration # 135 - FCN = 297359.0722959 Edm = 0.0106088 NCalls = 911
VariableMetric: Iteration # 136 - FCN = 297359.0386034 Edm = 0.00760309 NCalls = 913
VariableMetric: Iteration # 137 - FCN = 297359.0186469 Edm = 0.00800459 NCalls = 915
VariableMetric: Iteration # 138 - FCN = 297358.9704146 Edm = 0.0147301 NCalls = 918
VariableMetric: Iteration # 139 - FCN = 297358.9417865 Edm = 0.0068898 NCalls = 920
VariableMetric: Iteration # 140 - FCN = 297358.9159348 Edm = 0.018709 NCalls = 922
VariableMetric: Iteration # 141 - FCN = 297358.7699007 Edm = 0.0404274 NCalls = 926
VariableMetric: Iteration # 142 - FCN = 297358.7269084 Edm = 0.0272129 NCalls = 927
VariableMetric: Iteration # 143 - FCN = 297358.7082669 Edm = 0.00960172 NCalls = 930
VariableMetric: Iteration # 144 - FCN = 297358.6673267 Edm = 0.0346567 NCalls = 933
VariableMetric: Iteration # 145 - FCN = 297358.51538 Edm = 0.0657389 NCalls = 937
VariableMetric: Iteration # 146 - FCN = 297358.4283999 Edm = 0.0104696 NCalls = 939
VariableMetric: Iteration # 147 - FCN = 297358.4143713 Edm = 0.00786221 NCalls = 941
VariableMetric: Iteration # 148 - FCN = 297358.3635067 Edm = 0.0306375 NCalls = 945
VariableMetric: Iteration # 149 - FCN = 297358.2250889 Edm = 0.0637597 NCalls = 948
VariableMetric: Iteration # 150 - FCN = 297358.1234836 Edm = 0.0552394 NCalls = 952
VariableMetric: Iteration # 151 - FCN = 297358.0526958 Edm = 0.0138709 NCalls = 954
VariableMetric: Iteration # 152 - FCN = 297358.0222691 Edm = 0.0175576 NCalls = 956
VariableMetric: Iteration # 153 - FCN = 297357.834806 Edm = 0.0978353 NCalls = 961
VariableMetric: Iteration # 154 - FCN = 297357.7245989 Edm = 0.0232424 NCalls = 963
VariableMetric: Iteration # 155 - FCN = 297357.6993173 Edm = 0.00959382 NCalls = 965
VariableMetric: Iteration # 156 - FCN = 297357.5480879 Edm = 0.0644963 NCalls = 969
VariableMetric: Iteration # 157 - FCN = 297357.4448929 Edm = 0.00796299 NCalls = 971
VariableMetric: Iteration # 158 - FCN = 297357.4240459 Edm = 0.0108505 NCalls = 973
VariableMetric: Iteration # 159 - FCN = 297357.3421274 Edm = 0.0195281 NCalls = 976
VariableMetric: Iteration # 160 - FCN = 297357.3005796 Edm = 0.00571896 NCalls = 978
VariableMetric: Iteration # 161 - FCN = 297357.2798982 Edm = 0.00609759 NCalls = 980
VariableMetric: Iteration # 162 - FCN = 297357.2685313 Edm = 0.00344138 NCalls = 982
VariableMetric: Iteration # 163 - FCN = 297357.2520333 Edm = 0.00605452 NCalls = 985
VariableMetric: Iteration # 164 - FCN = 297357.2369481 Edm = 0.00306589 NCalls = 987
VariableMetric: Iteration # 165 - FCN = 297357.2295992 Edm = 0.00153175 NCalls = 990
VariableMetric: Iteration # 166 - FCN = 297357.2251259 Edm = 0.0018151 NCalls = 992
VariableMetric: Iteration # 167 - FCN = 297357.2162444 Edm = 0.00412516 NCalls = 994
VariableMetric: Iteration # 168 - FCN = 297357.2068285 Edm = 0.00109365 NCalls = 996
VariableMetric: Iteration # 169 - FCN = 297357.2053275 Edm = 0.00020577 NCalls = 998
VariableMetric: Iteration # 170 - FCN = 297357.2045355 Edm = 0.00039796 NCalls = 1000
VariableMetric: Iteration # 171 - FCN = 297357.2030003 Edm = 0.000397564 NCalls = 1002
VariableMetric: Iteration # 172 - FCN = 297357.2009176 Edm = 0.00069096 NCalls = 1004
VariableMetric: Iteration # 173 - FCN = 297357.1992439 Edm = 0.000235768 NCalls = 1007
VariableMetric: Iteration # 174 - FCN = 297357.1988199 Edm = 0.000165738 NCalls = 1009
VariableMetric: Iteration # 175 - FCN = 297357.1967822 Edm = 0.000770089 NCalls = 1012
VariableMetric: Iteration # 176 - FCN = 297357.1953351 Edm = 5.80938e-05 NCalls = 1014
VariableMetric: After Hessian - FCN = 297357.1953351 Edm = 0.0113732 NCalls = 1501
VariableMetric: Iteration # 177 - FCN = 297357.1953351 Edm = 0.0113732 NCalls = 1501
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 317500.8300821 Edm = 46.5887 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 317500.8300821 Edm = 46.5887 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 304488.0213151 Edm = 1.26399 NCalls = 11
VariableMetric: Iteration # 2 - FCN = 304462.7157271 Edm = 1.65107 NCalls = 14
VariableMetric: Iteration # 3 - FCN = 304369.8854084 Edm = 61.8091 NCalls = 19
VariableMetric: Iteration # 4 - FCN = 303895.4346522 Edm = 8.54873 NCalls = 22
VariableMetric: Iteration # 5 - FCN = 303852.8291869 Edm = 28.7665 NCalls = 26
VariableMetric: Iteration # 6 - FCN = 303687.0402229 Edm = 1075.01 NCalls = 35
VariableMetric: Iteration # 7 - FCN = 301755.337667 Edm = 3298.43 NCalls = 42
VariableMetric: Iteration # 8 - FCN = 301746.1624513 Edm = 24.7732 NCalls = 44
VariableMetric: Iteration # 9 - FCN = 300318.2016343 Edm = 220.623 NCalls = 49
VariableMetric: Iteration # 10 - FCN = 298919.479238 Edm = 245.416 NCalls = 56
VariableMetric: Iteration # 11 - FCN = 298735.2872951 Edm = 169.851 NCalls = 59
VariableMetric: Iteration # 12 - FCN = 298623.5369096 Edm = 3.91542 NCalls = 61
VariableMetric: Iteration # 13 - FCN = 298614.37933 Edm = 4.22293 NCalls = 64
VariableMetric: Iteration # 14 - FCN = 298294.7362812 Edm = 136.229 NCalls = 70
VariableMetric: Iteration # 15 - FCN = 298175.6293839 Edm = 247.425 NCalls = 73
VariableMetric: Iteration # 16 - FCN = 297921.1035375 Edm = 71.2641 NCalls = 78
VariableMetric: Iteration # 17 - FCN = 297856.5365123 Edm = 84.3615 NCalls = 80
VariableMetric: Iteration # 18 - FCN = 297756.9147388 Edm = 12.0747 NCalls = 83
VariableMetric: Iteration # 19 - FCN = 297741.848669 Edm = 0.0845354 NCalls = 85
VariableMetric: Iteration # 20 - FCN = 297741.6668875 Edm = 0.0953316 NCalls = 87
VariableMetric: Iteration # 21 - FCN = 297720.5595115 Edm = 29.4934 NCalls = 93
VariableMetric: Iteration # 22 - FCN = 297661.11236 Edm = 33.0492 NCalls = 102
VariableMetric: Iteration # 23 - FCN = 297639.4531198 Edm = 21.2187 NCalls = 104
VariableMetric: Iteration # 24 - FCN = 297624.6706307 Edm = 0.840811 NCalls = 106
VariableMetric: Iteration # 25 - FCN = 297622.9242394 Edm = 0.477927 NCalls = 108
VariableMetric: Iteration # 26 - FCN = 297620.3912762 Edm = 0.273975 NCalls = 111
VariableMetric: Iteration # 27 - FCN = 297620.1508215 Edm = 0.0263051 NCalls = 112
VariableMetric: Iteration # 28 - FCN = 297620.0825771 Edm = 0.0276304 NCalls = 114
VariableMetric: Iteration # 29 - FCN = 297619.1672482 Edm = 0.922407 NCalls = 118
VariableMetric: Iteration # 30 - FCN = 297617.8448097 Edm = 1.26663 NCalls = 123
VariableMetric: Iteration # 31 - FCN = 297500.1214466 Edm = 1.72501 NCalls = 129
VariableMetric: Iteration # 32 - FCN = 297497.2096445 Edm = 2.9687 NCalls = 131
VariableMetric: Iteration # 33 - FCN = 297496.7657219 Edm = 0.303513 NCalls = 133
VariableMetric: Iteration # 34 - FCN = 297496.3061361 Edm = 0.305679 NCalls = 135
VariableMetric: Iteration # 35 - FCN = 297495.6466814 Edm = 0.0524304 NCalls = 138
VariableMetric: Iteration # 36 - FCN = 297495.5861209 Edm = 0.00380757 NCalls = 140
VariableMetric: Iteration # 37 - FCN = 297495.5476354 Edm = 0.0354148 NCalls = 143
VariableMetric: Iteration # 38 - FCN = 297494.3866444 Edm = 1.21016 NCalls = 149
VariableMetric: Iteration # 39 - FCN = 297494.3636071 Edm = 0.0196722 NCalls = 152
VariableMetric: Iteration # 40 - FCN = 297489.71764 Edm = 1.56314 NCalls = 159
VariableMetric: Iteration # 41 - FCN = 297476.1437246 Edm = 1.88028 NCalls = 161
VariableMetric: Iteration # 42 - FCN = 297472.7021874 Edm = 0.772652 NCalls = 164
VariableMetric: Iteration # 43 - FCN = 297472.0237499 Edm = 0.345798 NCalls = 166
VariableMetric: Iteration # 44 - FCN = 297471.7890264 Edm = 0.0823954 NCalls = 167
VariableMetric: Iteration # 45 - FCN = 297471.7077205 Edm = 0.0171252 NCalls = 169
VariableMetric: Iteration # 46 - FCN = 297471.6838533 Edm = 0.00460498 NCalls = 171
VariableMetric: Iteration # 47 - FCN = 297471.6441734 Edm = 0.0396963 NCalls = 174
VariableMetric: Iteration # 48 - FCN = 297467.5352984 Edm = 2.88039 NCalls = 181
VariableMetric: Iteration # 49 - FCN = 297458.2269628 Edm = 0.201278 NCalls = 183
VariableMetric: Iteration # 50 - FCN = 297457.9281299 Edm = 0.0841946 NCalls = 185
VariableMetric: Iteration # 51 - FCN = 297457.8812931 Edm = 0.014003 NCalls = 187
VariableMetric: Iteration # 52 - FCN = 297457.8596615 Edm = 0.00283603 NCalls = 189
VariableMetric: Iteration # 53 - FCN = 297457.8510027 Edm = 0.00523137 NCalls = 191
VariableMetric: Iteration # 54 - FCN = 297457.6694318 Edm = 0.175594 NCalls = 195
VariableMetric: Iteration # 55 - FCN = 297451.049185 Edm = 2.53645 NCalls = 200
VariableMetric: Iteration # 56 - FCN = 297446.92929 Edm = 3.87093 NCalls = 201
VariableMetric: Iteration # 57 - FCN = 297444.4372236 Edm = 0.739084 NCalls = 203
VariableMetric: Iteration # 58 - FCN = 297443.9766284 Edm = 0.87084 NCalls = 205
VariableMetric: Iteration # 59 - FCN = 297443.2471622 Edm = 0.284932 NCalls = 208
VariableMetric: Iteration # 60 - FCN = 297442.6206031 Edm = 0.0700145 NCalls = 211
VariableMetric: Iteration # 61 - FCN = 297442.5363227 Edm = 0.0201497 NCalls = 213
VariableMetric: Iteration # 62 - FCN = 297442.5152448 Edm = 0.0208568 NCalls = 215
VariableMetric: Iteration # 63 - FCN = 297442.4836289 Edm = 0.0218599 NCalls = 217
VariableMetric: Iteration # 64 - FCN = 297441.9580295 Edm = 0.536047 NCalls = 222
VariableMetric: Iteration # 65 - FCN = 297440.0597774 Edm = 1.80873 NCalls = 228
VariableMetric: Iteration # 66 - FCN = 297422.925303 Edm = 14.9123 NCalls = 235
VariableMetric: Iteration # 67 - FCN = 297420.5454935 Edm = 14.8963 NCalls = 238
VariableMetric: Iteration # 68 - FCN = 297413.5948595 Edm = 5.57687 NCalls = 240
VariableMetric: Iteration # 69 - FCN = 297404.3818878 Edm = 2.48281 NCalls = 242
VariableMetric: Iteration # 70 - FCN = 297402.2678677 Edm = 1.50844 NCalls = 244
VariableMetric: Iteration # 71 - FCN = 297401.1305775 Edm = 0.344449 NCalls = 247
VariableMetric: Iteration # 72 - FCN = 297400.9215911 Edm = 0.0672957 NCalls = 249
VariableMetric: Iteration # 73 - FCN = 297400.8484107 Edm = 0.0126628 NCalls = 251
VariableMetric: Iteration # 74 - FCN = 297400.8351528 Edm = 0.00304064 NCalls = 253
VariableMetric: Iteration # 75 - FCN = 297400.8060997 Edm = 0.0232935 NCalls = 256
VariableMetric: Iteration # 76 - FCN = 297400.0628953 Edm = 0.922388 NCalls = 260
VariableMetric: Iteration # 77 - FCN = 297399.50396 Edm = 0.507944 NCalls = 264
VariableMetric: Iteration # 78 - FCN = 297379.059291 Edm = 2.8228 NCalls = 269
VariableMetric: Iteration # 79 - FCN = 297376.5183603 Edm = 0.406763 NCalls = 272
VariableMetric: Iteration # 80 - FCN = 297375.9993421 Edm = 0.0955276 NCalls = 274
VariableMetric: Iteration # 81 - FCN = 297375.8309987 Edm = 0.0268495 NCalls = 276
VariableMetric: Iteration # 82 - FCN = 297375.8001676 Edm = 0.00597491 NCalls = 278
VariableMetric: Iteration # 83 - FCN = 297375.7787641 Edm = 0.017685 NCalls = 280
VariableMetric: Iteration # 84 - FCN = 297375.7195007 Edm = 0.0429581 NCalls = 283
VariableMetric: Iteration # 85 - FCN = 297375.5030651 Edm = 0.0867348 NCalls = 285
VariableMetric: Iteration # 86 - FCN = 297374.4650648 Edm = 0.688172 NCalls = 288
VariableMetric: Iteration # 87 - FCN = 297364.9006439 Edm = 13.3379 NCalls = 292
VariableMetric: Iteration # 88 - FCN = 297353.2019493 Edm = 15.9461 NCalls = 296
VariableMetric: Iteration # 89 - FCN = 297334.0159498 Edm = 5.90021 NCalls = 303
VariableMetric: Iteration # 90 - FCN = 297328.0873065 Edm = 7.33126 NCalls = 305
VariableMetric: Iteration # 91 - FCN = 297324.319088 Edm = 1.89372 NCalls = 307
VariableMetric: Iteration # 92 - FCN = 297321.9185544 Edm = 1.59573 NCalls = 309
VariableMetric: Iteration # 93 - FCN = 297316.9867254 Edm = 3.65275 NCalls = 313
VariableMetric: Iteration # 94 - FCN = 297309.2589093 Edm = 6.34693 NCalls = 315
VariableMetric: Iteration # 95 - FCN = 297302.8235703 Edm = 1.75844 NCalls = 318
VariableMetric: Iteration # 96 - FCN = 297300.3532807 Edm = 2.40162 NCalls = 320
VariableMetric: Iteration # 97 - FCN = 297298.0182357 Edm = 1.73349 NCalls = 323
VariableMetric: Iteration # 98 - FCN = 297296.3011884 Edm = 1.06823 NCalls = 325
VariableMetric: Iteration # 99 - FCN = 297295.4325186 Edm = 0.281738 NCalls = 328
VariableMetric: Iteration # 100 - FCN = 297295.1482095 Edm = 0.144139 NCalls = 329
VariableMetric: Iteration # 101 - FCN = 297294.9489451 Edm = 0.0545669 NCalls = 331
VariableMetric: Iteration # 102 - FCN = 297294.8958825 Edm = 0.0197034 NCalls = 332
VariableMetric: Iteration # 103 - FCN = 297294.8758897 Edm = 0.00474452 NCalls = 334
VariableMetric: Iteration # 104 - FCN = 297294.8664037 Edm = 0.00432182 NCalls = 336
VariableMetric: Iteration # 105 - FCN = 297294.8197228 Edm = 0.0427609 NCalls = 339
VariableMetric: Iteration # 106 - FCN = 297294.4581454 Edm = 0.0983258 NCalls = 345
VariableMetric: Iteration # 107 - FCN = 297294.2918156 Edm = 0.0582555 NCalls = 347
VariableMetric: Iteration # 108 - FCN = 297294.2430684 Edm = 0.0531239 NCalls = 349
VariableMetric: Iteration # 109 - FCN = 297294.0939517 Edm = 0.096336 NCalls = 352
VariableMetric: Iteration # 110 - FCN = 297293.7263638 Edm = 0.555953 NCalls = 358
VariableMetric: Iteration # 111 - FCN = 297293.5719181 Edm = 0.375578 NCalls = 361
VariableMetric: Iteration # 112 - FCN = 297293.0969734 Edm = 0.58659 NCalls = 364
VariableMetric: Iteration # 113 - FCN = 297291.8920264 Edm = 0.837595 NCalls = 369
VariableMetric: Iteration # 114 - FCN = 297291.7188247 Edm = 0.344814 NCalls = 372
VariableMetric: Iteration # 115 - FCN = 297291.2415287 Edm = 0.425478 NCalls = 375
VariableMetric: Iteration # 116 - FCN = 297290.6679367 Edm = 0.260461 NCalls = 378
VariableMetric: Iteration # 117 - FCN = 297290.2892498 Edm = 0.190089 NCalls = 381
VariableMetric: Iteration # 118 - FCN = 297289.86502 Edm = 0.149802 NCalls = 384
VariableMetric: Iteration # 119 - FCN = 297289.6714863 Edm = 0.0286047 NCalls = 386
VariableMetric: Iteration # 120 - FCN = 297289.6325222 Edm = 0.0150674 NCalls = 388
VariableMetric: Iteration # 121 - FCN = 297289.6252482 Edm = 0.00462808 NCalls = 390
VariableMetric: Iteration # 122 - FCN = 297289.6175706 Edm = 0.00396818 NCalls = 392
VariableMetric: Iteration # 123 - FCN = 297289.5850996 Edm = 0.0332193 NCalls = 395
VariableMetric: Iteration # 124 - FCN = 297288.8579984 Edm = 0.720961 NCalls = 401
VariableMetric: Iteration # 125 - FCN = 297288.8117489 Edm = 0.0434536 NCalls = 404
VariableMetric: Iteration # 126 - FCN = 297281.8284876 Edm = 1.68024 NCalls = 411
VariableMetric: Iteration # 127 - FCN = 297280.9770946 Edm = 108103 NCalls = 421
VariableMetric: Iteration # 128 - FCN = 297280.8083851 Edm = 7650.03 NCalls = 427
VariableMetric: Iteration # 129 - FCN = 297279.3942861 Edm = 46462.2 NCalls = 431
VariableMetric: Iteration # 130 - FCN = 297278.1061423 Edm = 12199 NCalls = 435
VariableMetric: Iteration # 131 - FCN = 297276.2719159 Edm = 1058.64 NCalls = 439
VariableMetric: Iteration # 132 - FCN = 297274.9802751 Edm = 1646.39 NCalls = 443
VariableMetric: Iteration # 133 - FCN = 297273.9517603 Edm = 4374.28 NCalls = 446
VariableMetric: Iteration # 134 - FCN = 297271.5665833 Edm = 487.069 NCalls = 449
VariableMetric: Iteration # 135 - FCN = 297270.6229702 Edm = 810.688 NCalls = 452
VariableMetric: Iteration # 136 - FCN = 297269.5504388 Edm = 129.583 NCalls = 455
VariableMetric: Iteration # 137 - FCN = 297268.9319363 Edm = 96.4148 NCalls = 458
VariableMetric: Iteration # 138 - FCN = 297268.0198884 Edm = 254.949 NCalls = 461
VariableMetric: Iteration # 139 - FCN = 297267.3805479 Edm = 46.5745 NCalls = 464
VariableMetric: Iteration # 140 - FCN = 297266.6396695 Edm = 12.6408 NCalls = 467
VariableMetric: Iteration # 141 - FCN = 297266.0030619 Edm = 11.7106 NCalls = 469
VariableMetric: Iteration # 142 - FCN = 297265.3400446 Edm = 12.3411 NCalls = 471
VariableMetric: Iteration # 143 - FCN = 297264.2096356 Edm = 20.897 NCalls = 473
VariableMetric: Iteration # 144 - FCN = 297263.3716835 Edm = 27.808 NCalls = 475
VariableMetric: Iteration # 145 - FCN = 297261.6390375 Edm = 32.7136 NCalls = 477
VariableMetric: Iteration # 146 - FCN = 297261.1400352 Edm = 4.28626 NCalls = 479
VariableMetric: Iteration # 147 - FCN = 297260.9933454 Edm = 1.00134 NCalls = 481
VariableMetric: Iteration # 148 - FCN = 297260.5056432 Edm = 10.657 NCalls = 483
VariableMetric: Iteration # 149 - FCN = 297259.7714676 Edm = 3.89859 NCalls = 484
VariableMetric: Iteration # 150 - FCN = 297259.4788863 Edm = 0.4728 NCalls = 486
VariableMetric: Iteration # 151 - FCN = 297259.4513716 Edm = 1.13798 NCalls = 488
VariableMetric: Iteration # 152 - FCN = 297259.1469591 Edm = 0.0819207 NCalls = 490
VariableMetric: Iteration # 153 - FCN = 297259.0839703 Edm = 0.0453664 NCalls = 492
VariableMetric: Iteration # 154 - FCN = 297259.0581308 Edm = 0.00973361 NCalls = 494
VariableMetric: Iteration # 155 - FCN = 297259.0471408 Edm = 0.0036323 NCalls = 496
VariableMetric: Iteration # 156 - FCN = 297259.0411735 Edm = 0.00266498 NCalls = 498
VariableMetric: Iteration # 157 - FCN = 297259.035681 Edm = 0.0019325 NCalls = 500
VariableMetric: Iteration # 158 - FCN = 297259.0322816 Edm = 0.00207005 NCalls = 502
VariableMetric: Iteration # 159 - FCN = 297259.0223346 Edm = 0.00473623 NCalls = 505
VariableMetric: Iteration # 160 - FCN = 297259.0089371 Edm = 0.00448546 NCalls = 507
VariableMetric: Iteration # 161 - FCN = 297258.9994097 Edm = 0.00225242 NCalls = 509
VariableMetric: Iteration # 162 - FCN = 297258.9964543 Edm = 0.000204865 NCalls = 511
VariableMetric: Iteration # 163 - FCN = 297258.9962043 Edm = 1.57925e-05 NCalls = 513
VariableMetric: After Hessian - FCN = 297258.9962043 Edm = 1.52216e-05 NCalls = 1006
VariableMetric: Iteration # 164 - FCN = 297258.9962043 Edm = 1.52216e-05 NCalls = 1006
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 315155.7112465 Edm = 32.7849 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 315155.7112465 Edm = 32.7849 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 298461.5138629 Edm = 0.893193 NCalls = 11
VariableMetric: Iteration # 2 - FCN = 298461.3908033 Edm = 0.929324 NCalls = 14
VariableMetric: Iteration # 3 - FCN = 297750.2619698 Edm = 4.25884 NCalls = 22
VariableMetric: Iteration # 4 - FCN = 297731.5225721 Edm = 8.96396 NCalls = 25
VariableMetric: Iteration # 5 - FCN = 297708.3307376 Edm = 0.497489 NCalls = 28
VariableMetric: Iteration # 6 - FCN = 297707.4276941 Edm = 0.724239 NCalls = 30
VariableMetric: Iteration # 7 - FCN = 297700.8809126 Edm = 5.88846 NCalls = 34
VariableMetric: Iteration # 8 - FCN = 297598.085039 Edm = 50.7565 NCalls = 39
VariableMetric: Iteration # 9 - FCN = 297537.363035 Edm = 0.85216 NCalls = 41
VariableMetric: Iteration # 10 - FCN = 297536.6135369 Edm = 0.0346925 NCalls = 43
VariableMetric: Iteration # 11 - FCN = 297536.5434795 Edm = 0.0374495 NCalls = 45
VariableMetric: Iteration # 12 - FCN = 297531.0873456 Edm = 5.35382 NCalls = 51
VariableMetric: Iteration # 13 - FCN = 297369.5667459 Edm = 5.20705 NCalls = 55
VariableMetric: Iteration # 14 - FCN = 297363.8738059 Edm = 0.199099 NCalls = 57
VariableMetric: Iteration # 15 - FCN = 297363.6382262 Edm = 0.0495899 NCalls = 59
VariableMetric: Iteration # 16 - FCN = 297363.1176603 Edm = 0.434811 NCalls = 62
VariableMetric: Iteration # 17 - FCN = 297319.5269517 Edm = 8.91227 NCalls = 67
VariableMetric: Iteration # 18 - FCN = 297311.5441625 Edm = 0.455575 NCalls = 68
VariableMetric: Iteration # 19 - FCN = 297311.0928708 Edm = 0.0226903 NCalls = 70
VariableMetric: Iteration # 20 - FCN = 297311.0602862 Edm = 0.00586281 NCalls = 72
VariableMetric: Iteration # 21 - FCN = 297310.8337105 Edm = 0.198121 NCalls = 76
VariableMetric: Iteration # 22 - FCN = 297282.3957139 Edm = 14.4944 NCalls = 82
VariableMetric: Iteration # 23 - FCN = 297261.8344202 Edm = 2.55467 NCalls = 84
VariableMetric: Iteration # 24 - FCN = 297260.7031393 Edm = 0.141116 NCalls = 86
VariableMetric: Iteration # 25 - FCN = 297260.5893434 Edm = 0.00601271 NCalls = 88
VariableMetric: Iteration # 26 - FCN = 297260.5781348 Edm = 0.00177818 NCalls = 90
VariableMetric: Iteration # 27 - FCN = 297260.5482069 Edm = 0.0266545 NCalls = 94
VariableMetric: Iteration # 28 - FCN = 297254.712288 Edm = 3.88183 NCalls = 101
VariableMetric: Iteration # 29 - FCN = 297244.691751 Edm = 6.83487 NCalls = 104
VariableMetric: Iteration # 30 - FCN = 297240.9841934 Edm = 1.38407 NCalls = 106
VariableMetric: Iteration # 31 - FCN = 297238.6716771 Edm = 1.18987 NCalls = 109
VariableMetric: Iteration # 32 - FCN = 297236.1988595 Edm = 2.02492 NCalls = 112
VariableMetric: Iteration # 33 - FCN = 297235.0503654 Edm = 1.40383 NCalls = 114
VariableMetric: Iteration # 34 - FCN = 297234.1984258 Edm = 0.40769 NCalls = 117
VariableMetric: Iteration # 35 - FCN = 297233.8026123 Edm = 0.397025 NCalls = 118
VariableMetric: Iteration # 36 - FCN = 297233.6016308 Edm = 0.0716425 NCalls = 120
VariableMetric: Iteration # 37 - FCN = 297233.5050307 Edm = 0.034504 NCalls = 123
VariableMetric: Iteration # 38 - FCN = 297233.4136096 Edm = 0.0163002 NCalls = 125
VariableMetric: Iteration # 39 - FCN = 297233.392937 Edm = 0.00740897 NCalls = 127
VariableMetric: Iteration # 40 - FCN = 297233.3604925 Edm = 0.0363804 NCalls = 130
VariableMetric: Iteration # 41 - FCN = 297233.0082737 Edm = 0.301957 NCalls = 136
VariableMetric: Iteration # 42 - FCN = 297223.1891871 Edm = 10.635 NCalls = 141
VariableMetric: Iteration # 43 - FCN = 297218.413299 Edm = 2.53851 NCalls = 144
VariableMetric: Iteration # 44 - FCN = 297216.7749114 Edm = 0.401744 NCalls = 146
VariableMetric: Iteration # 45 - FCN = 297216.4993187 Edm = 0.0198032 NCalls = 148
VariableMetric: Iteration # 46 - FCN = 297216.4896427 Edm = 0.00150939 NCalls = 150
VariableMetric: Iteration # 47 - FCN = 297216.4884603 Edm = 0.000150393 NCalls = 152
VariableMetric: Iteration # 48 - FCN = 297216.488119 Edm = 0.000246148 NCalls = 154
VariableMetric: Iteration # 49 - FCN = 297216.4418284 Edm = 0.0517328 NCalls = 161
VariableMetric: Iteration # 50 - FCN = 297216.3410216 Edm = 0.0721016 NCalls = 168
VariableMetric: Iteration # 51 - FCN = 297214.0953345 Edm = 1.12014 NCalls = 172
VariableMetric: Iteration # 52 - FCN = 297211.9954076 Edm = 0.0119808 NCalls = 174
VariableMetric: Iteration # 53 - FCN = 297211.9841042 Edm = 0.000434177 NCalls = 175
VariableMetric: Iteration # 54 - FCN = 297211.9836604 Edm = 9.63683e-05 NCalls = 177
VariableMetric: Iteration # 55 - FCN = 297211.9827759 Edm = 0.00085309 NCalls = 180
VariableMetric: Iteration # 56 - FCN = 297211.936868 Edm = 0.0434183 NCalls = 187
VariableMetric: Iteration # 57 - FCN = 297209.072578 Edm = 0.422614 NCalls = 193
VariableMetric: Iteration # 58 - FCN = 297208.5369059 Edm = 0.0339255 NCalls = 195
VariableMetric: Iteration # 59 - FCN = 297208.5081592 Edm = 0.00207315 NCalls = 197
VariableMetric: Iteration # 60 - FCN = 297208.506282 Edm = 0.000160659 NCalls = 198
VariableMetric: Iteration # 61 - FCN = 297208.5055714 Edm = 0.000544563 NCalls = 200
VariableMetric: Iteration # 62 - FCN = 297208.4656884 Edm = 0.036854 NCalls = 205
VariableMetric: Iteration # 63 - FCN = 297207.2303918 Edm = 0.453586 NCalls = 210
VariableMetric: Iteration # 64 - FCN = 297206.598134 Edm = 0.142069 NCalls = 212
VariableMetric: Iteration # 65 - FCN = 297206.4920823 Edm = 0.0147437 NCalls = 214
VariableMetric: Iteration # 66 - FCN = 297206.4765211 Edm = 0.000965619 NCalls = 216
VariableMetric: Iteration # 67 - FCN = 297206.4753419 Edm = 0.000170427 NCalls = 218
VariableMetric: Iteration # 68 - FCN = 297206.4735216 Edm = 0.00155612 NCalls = 221
VariableMetric: Iteration # 69 - FCN = 297206.2836734 Edm = 0.203743 NCalls = 226
VariableMetric: Iteration # 70 - FCN = 297206.2261617 Edm = 0.0535141 NCalls = 230
VariableMetric: Iteration # 71 - FCN = 297203.2667555 Edm = 0.77564 NCalls = 235
VariableMetric: Iteration # 72 - FCN = 297202.2938289 Edm = 0.0406027 NCalls = 237
VariableMetric: Iteration # 73 - FCN = 297202.2556301 Edm = 0.00330053 NCalls = 238
VariableMetric: Iteration # 74 - FCN = 297202.252763 Edm = 0.000247373 NCalls = 240
VariableMetric: Iteration # 75 - FCN = 297202.2524267 Edm = 7.88139e-05 NCalls = 242
VariableMetric: After Hessian - FCN = 297202.2524267 Edm = 34.9338 NCalls = 719
VariableMetric: Iteration # 76 - FCN = 297202.2524267 Edm = 34.9338 NCalls = 719
VariableMetric: Iteration # 77 - FCN = 297198.3105926 Edm = 25241.6 NCalls = 723
VariableMetric: Iteration # 78 - FCN = 297197.796309 Edm = 4172.3 NCalls = 731
VariableMetric: Iteration # 79 - FCN = 297197.7348781 Edm = 1257.09 NCalls = 736
VariableMetric: Iteration # 80 - FCN = 297197.4512193 Edm = 6857.27 NCalls = 740
VariableMetric: Iteration # 81 - FCN = 297197.3287884 Edm = 3039.58 NCalls = 743
VariableMetric: Iteration # 82 - FCN = 297196.1129686 Edm = 1052.03 NCalls = 746
VariableMetric: Iteration # 83 - FCN = 297193.7681827 Edm = 599.319 NCalls = 749
VariableMetric: Iteration # 84 - FCN = 297193.1149763 Edm = 670.902 NCalls = 752
VariableMetric: Iteration # 85 - FCN = 297192.704546 Edm = 94.8889 NCalls = 755
VariableMetric: Iteration # 86 - FCN = 297192.3311677 Edm = 58.5968 NCalls = 758
VariableMetric: Iteration # 87 - FCN = 297191.9004612 Edm = 29.4601 NCalls = 761
VariableMetric: Iteration # 88 - FCN = 297191.7293733 Edm = 39.0776 NCalls = 764
VariableMetric: Iteration # 89 - FCN = 297191.1163925 Edm = 17.8594 NCalls = 766
VariableMetric: Iteration # 90 - FCN = 297189.8644534 Edm = 18.6386 NCalls = 768
VariableMetric: Iteration # 91 - FCN = 297188.7467613 Edm = 9.33276 NCalls = 770
VariableMetric: Iteration # 92 - FCN = 297187.7454363 Edm = 8.36541 NCalls = 772
VariableMetric: Iteration # 93 - FCN = 297186.9485095 Edm = 8.68309 NCalls = 774
VariableMetric: Iteration # 94 - FCN = 297186.0389782 Edm = 7.4902 NCalls = 776
VariableMetric: Iteration # 95 - FCN = 297184.9257853 Edm = 8.56366 NCalls = 778
VariableMetric: Iteration # 96 - FCN = 297184.0635508 Edm = 5.64424 NCalls = 780
VariableMetric: Iteration # 97 - FCN = 297183.5619669 Edm = 2.61964 NCalls = 782
VariableMetric: Iteration # 98 - FCN = 297183.1889617 Edm = 2.39677 NCalls = 784
VariableMetric: Iteration # 99 - FCN = 297182.207432 Edm = 3.13084 NCalls = 786
VariableMetric: Iteration # 100 - FCN = 297181.5388633 Edm = 2.51478 NCalls = 788
VariableMetric: Iteration # 101 - FCN = 297181.088396 Edm = 2.37455 NCalls = 790
VariableMetric: Iteration # 102 - FCN = 297180.4685439 Edm = 1.93067 NCalls = 793
VariableMetric: Iteration # 103 - FCN = 297179.8709229 Edm = 0.945854 NCalls = 795
VariableMetric: Iteration # 104 - FCN = 297179.1023854 Edm = 0.386786 NCalls = 798
VariableMetric: Iteration # 105 - FCN = 297178.9452042 Edm = 0.35522 NCalls = 800
VariableMetric: Iteration # 106 - FCN = 297178.7018738 Edm = 0.602782 NCalls = 803
VariableMetric: Iteration # 107 - FCN = 297178.5545162 Edm = 0.154643 NCalls = 807
VariableMetric: Iteration # 108 - FCN = 297178.4057408 Edm = 0.151985 NCalls = 809
VariableMetric: Iteration # 109 - FCN = 297178.3709659 Edm = 0.0445527 NCalls = 811
VariableMetric: Iteration # 110 - FCN = 297178.316304 Edm = 0.030329 NCalls = 813
VariableMetric: Iteration # 111 - FCN = 297178.2989787 Edm = 0.0232011 NCalls = 815
VariableMetric: Iteration # 112 - FCN = 297178.2752637 Edm = 0.00718344 NCalls = 817
VariableMetric: Iteration # 113 - FCN = 297178.2706208 Edm = 0.00331783 NCalls = 819
VariableMetric: Iteration # 114 - FCN = 297178.2671556 Edm = 0.000989998 NCalls = 821
VariableMetric: Iteration # 115 - FCN = 297178.2640776 Edm = 0.00191713 NCalls = 823
VariableMetric: Iteration # 116 - FCN = 297178.2544724 Edm = 0.00408334 NCalls = 827
VariableMetric: Iteration # 117 - FCN = 297178.2503203 Edm = 0.00773301 NCalls = 830
VariableMetric: Iteration # 118 - FCN = 297178.2395784 Edm = 0.00461972 NCalls = 833
VariableMetric: Iteration # 119 - FCN = 297178.2328719 Edm = 0.00449415 NCalls = 835
VariableMetric: Iteration # 120 - FCN = 297178.2294568 Edm = 0.00376506 NCalls = 837
VariableMetric: Iteration # 121 - FCN = 297178.2266593 Edm = 0.00359792 NCalls = 840
VariableMetric: Iteration # 122 - FCN = 297178.2204511 Edm = 0.0043712 NCalls = 843
VariableMetric: Iteration # 123 - FCN = 297178.214839 Edm = 0.00435927 NCalls = 845
VariableMetric: Iteration # 124 - FCN = 297178.2088552 Edm = 0.00454976 NCalls = 847
VariableMetric: Iteration # 125 - FCN = 297178.2015823 Edm = 0.0174973 NCalls = 849
VariableMetric: Iteration # 126 - FCN = 297178.1978631 Edm = 0.00304686 NCalls = 851
VariableMetric: Iteration # 127 - FCN = 297178.191952 Edm = 0.00208662 NCalls = 854
VariableMetric: Iteration # 128 - FCN = 297178.1885677 Edm = 0.00221284 NCalls = 856
VariableMetric: Iteration # 129 - FCN = 297178.1796489 Edm = 0.00453334 NCalls = 859
VariableMetric: Iteration # 130 - FCN = 297178.169186 Edm = 0.00356705 NCalls = 862
VariableMetric: Iteration # 131 - FCN = 297178.1666975 Edm = 0.00259753 NCalls = 864
VariableMetric: Iteration # 132 - FCN = 297178.1634874 Edm = 0.00103539 NCalls = 866
VariableMetric: Iteration # 133 - FCN = 297178.1611391 Edm = 0.00116457 NCalls = 868
VariableMetric: Iteration # 134 - FCN = 297178.1592692 Edm = 0.00107296 NCalls = 871
VariableMetric: Iteration # 135 - FCN = 297178.1573767 Edm = 0.000634254 NCalls = 873
VariableMetric: Iteration # 136 - FCN = 297178.1566562 Edm = 0.000446501 NCalls = 875
VariableMetric: Iteration # 137 - FCN = 297178.1561642 Edm = 0.000429354 NCalls = 878
VariableMetric: Iteration # 138 - FCN = 297178.1556515 Edm = 0.000356105 NCalls = 880
VariableMetric: Iteration # 139 - FCN = 297178.1546216 Edm = 0.000392053 NCalls = 883
VariableMetric: Iteration # 140 - FCN = 297178.1539171 Edm = 0.000702681 NCalls = 885
VariableMetric: Iteration # 141 - FCN = 297178.1535914 Edm = 0.000289303 NCalls = 888
VariableMetric: Iteration # 142 - FCN = 297178.1533058 Edm = 0.000247847 NCalls = 891
VariableMetric: Iteration # 143 - FCN = 297178.1530287 Edm = 0.000151248 NCalls = 893
VariableMetric: Iteration # 144 - FCN = 297178.1527932 Edm = 0.000154992 NCalls = 896
VariableMetric: Iteration # 145 - FCN = 297178.1523255 Edm = 0.000287897 NCalls = 900
VariableMetric: Iteration # 146 - FCN = 297178.1516146 Edm = 0.000734314 NCalls = 904
VariableMetric: Iteration # 147 - FCN = 297178.1514941 Edm = 0.000250369 NCalls = 906
VariableMetric: Iteration # 148 - FCN = 297178.1512545 Edm = 9.25319e-05 NCalls = 908
VariableMetric: Iteration # 149 - FCN = 297178.151127 Edm = 5.05951e-05 NCalls = 910
VariableMetric: After Hessian - FCN = 297178.151127 Edm = 0.000525673 NCalls = 1397
VariableMetric: Iteration # 150 - FCN = 297178.151127 Edm = 0.000525673 NCalls = 1397
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 302042.8191929 Edm = 9.4897 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 302042.8191929 Edm = 9.4897 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 298622.2629007 Edm = 2.81026 NCalls = 7
VariableMetric: Iteration # 2 - FCN = 298510.1917961 Edm = 93.9677 NCalls = 9
VariableMetric: Iteration # 3 - FCN = 298486.4371493 Edm = 1.47988 NCalls = 11
VariableMetric: Iteration # 4 - FCN = 298380.4367863 Edm = 136.24 NCalls = 17
VariableMetric: Iteration # 5 - FCN = 298152.3821517 Edm = 168.533 NCalls = 24
VariableMetric: Iteration # 6 - FCN = 297481.6091703 Edm = 36.2791 NCalls = 27
VariableMetric: Iteration # 7 - FCN = 297428.3496398 Edm = 0.645218 NCalls = 30
VariableMetric: Iteration # 8 - FCN = 297427.6199873 Edm = 0.0370722 NCalls = 32
VariableMetric: Iteration # 9 - FCN = 297425.5954778 Edm = 2.43262 NCalls = 37
VariableMetric: Iteration # 10 - FCN = 297421.5037792 Edm = 3.28299 NCalls = 42
VariableMetric: Iteration # 11 - FCN = 297365.5804797 Edm = 2.45336 NCalls = 45
VariableMetric: Iteration # 12 - FCN = 297362.9927537 Edm = 0.103 NCalls = 47
VariableMetric: Iteration # 13 - FCN = 297362.7280873 Edm = 0.178738 NCalls = 49
VariableMetric: Iteration # 14 - FCN = 297312.7856342 Edm = 26.7442 NCalls = 57
VariableMetric: Iteration # 15 - FCN = 297271.4402253 Edm = 6.90455 NCalls = 59
VariableMetric: Iteration # 16 - FCN = 297267.4625125 Edm = 1.55551 NCalls = 61
VariableMetric: Iteration # 17 - FCN = 297262.6030846 Edm = 0.217469 NCalls = 65
VariableMetric: Iteration # 18 - FCN = 297262.3084422 Edm = 0.0527143 NCalls = 67
VariableMetric: Iteration # 19 - FCN = 297259.4071274 Edm = 2.45403 NCalls = 72
VariableMetric: Iteration # 20 - FCN = 297248.7084658 Edm = 2.75044 NCalls = 76
VariableMetric: Iteration # 21 - FCN = 297245.6991983 Edm = 2.38732 NCalls = 77
VariableMetric: Iteration # 22 - FCN = 297243.5281692 Edm = 0.48833 NCalls = 79
VariableMetric: Iteration # 23 - FCN = 297242.7760283 Edm = 0.074898 NCalls = 82
VariableMetric: Iteration # 24 - FCN = 297242.6320989 Edm = 0.0525692 NCalls = 84
VariableMetric: Iteration # 25 - FCN = 297242.4019108 Edm = 0.20657 NCalls = 87
VariableMetric: Iteration # 26 - FCN = 297238.9403688 Edm = 2.65783 NCalls = 93
VariableMetric: Iteration # 27 - FCN = 297186.3435821 Edm = 41.5854 NCalls = 98
VariableMetric: Iteration # 28 - FCN = 297154.0092068 Edm = 6.12883 NCalls = 100
VariableMetric: Iteration # 29 - FCN = 297145.9075245 Edm = 1.08165 NCalls = 103
VariableMetric: Iteration # 30 - FCN = 297143.3641605 Edm = 3.02218 NCalls = 105
VariableMetric: Iteration # 31 - FCN = 297136.8870664 Edm = 2.05533 NCalls = 109
VariableMetric: Iteration # 32 - FCN = 297135.6902833 Edm = 1.96677 NCalls = 111
VariableMetric: Iteration # 33 - FCN = 297133.8057268 Edm = 0.178693 NCalls = 113
VariableMetric: Iteration # 34 - FCN = 297133.4517676 Edm = 0.102389 NCalls = 115
VariableMetric: Iteration # 35 - FCN = 297133.3009642 Edm = 0.0881602 NCalls = 117
VariableMetric: Iteration # 36 - FCN = 297133.1995077 Edm = 0.0112676 NCalls = 120
VariableMetric: Iteration # 37 - FCN = 297133.1723258 Edm = 0.00588184 NCalls = 123
VariableMetric: Iteration # 38 - FCN = 297133.1375827 Edm = 0.0392997 NCalls = 126
VariableMetric: Iteration # 39 - FCN = 297132.9502026 Edm = 0.215857 NCalls = 132
VariableMetric: Iteration # 40 - FCN = 297130.8858321 Edm = 0.566602 NCalls = 139
VariableMetric: Iteration # 41 - FCN = 297128.8586047 Edm = 13.1548 NCalls = 140
VariableMetric: Iteration # 42 - FCN = 297126.7250743 Edm = 0.90092 NCalls = 142
VariableMetric: Iteration # 43 - FCN = 297125.1347184 Edm = 0.324635 NCalls = 144
VariableMetric: Iteration # 44 - FCN = 297119.2058623 Edm = 4.93083 NCalls = 148
VariableMetric: Iteration # 45 - FCN = 297113.543532 Edm = 0.429441 NCalls = 152
VariableMetric: Iteration # 46 - FCN = 297113.1331648 Edm = 0.646588 NCalls = 153
VariableMetric: Iteration # 47 - FCN = 297112.9783652 Edm = 0.0610403 NCalls = 155
VariableMetric: Iteration # 48 - FCN = 297112.807069 Edm = 0.0441438 NCalls = 157
VariableMetric: Iteration # 49 - FCN = 297112.669984 Edm = 0.0196078 NCalls = 159
VariableMetric: Iteration # 50 - FCN = 297112.6517632 Edm = 0.00415306 NCalls = 161
VariableMetric: Iteration # 51 - FCN = 297112.6457281 Edm = 0.000954063 NCalls = 163
VariableMetric: Iteration # 52 - FCN = 297112.6391234 Edm = 0.00503743 NCalls = 166
VariableMetric: Iteration # 53 - FCN = 297112.4733387 Edm = 0.16271 NCalls = 170
VariableMetric: Iteration # 54 - FCN = 297110.6067665 Edm = 2.55408 NCalls = 175
VariableMetric: Iteration # 55 - FCN = 297105.5160653 Edm = 5.54444 NCalls = 183
VariableMetric: Iteration # 56 - FCN = 297104.6065032 Edm = 4.82784 NCalls = 186
VariableMetric: Iteration # 57 - FCN = 297099.7222729 Edm = 2.08981 NCalls = 190
VariableMetric: Iteration # 58 - FCN = 297095.1636839 Edm = 2.10182 NCalls = 193
VariableMetric: Iteration # 59 - FCN = 297092.188469 Edm = 0.936425 NCalls = 196
VariableMetric: Iteration # 60 - FCN = 297090.9695044 Edm = 0.206793 NCalls = 198
VariableMetric: Iteration # 61 - FCN = 297090.5779183 Edm = 0.113414 NCalls = 200
VariableMetric: Iteration # 62 - FCN = 297090.098388 Edm = 0.145169 NCalls = 202
VariableMetric: Iteration # 63 - FCN = 297089.795424 Edm = 0.00750873 NCalls = 204
VariableMetric: Iteration # 64 - FCN = 297089.7900658 Edm = 0.00258435 NCalls = 206
VariableMetric: Iteration # 65 - FCN = 297089.7860397 Edm = 0.00186994 NCalls = 208
VariableMetric: Iteration # 66 - FCN = 297089.7805737 Edm = 0.000688343 NCalls = 211
VariableMetric: Iteration # 67 - FCN = 297089.7784177 Edm = 0.00102135 NCalls = 213
VariableMetric: Iteration # 68 - FCN = 297089.7710751 Edm = 0.00764927 NCalls = 217
VariableMetric: Iteration # 69 - FCN = 297089.723495 Edm = 0.223976 NCalls = 221
VariableMetric: Iteration # 70 - FCN = 297089.7199463 Edm = 0.00185984 NCalls = 223
VariableMetric: Iteration # 71 - FCN = 297089.7147847 Edm = 0.00474144 NCalls = 225
VariableMetric: Iteration # 72 - FCN = 297089.6416856 Edm = 0.0569762 NCalls = 231
VariableMetric: Iteration # 73 - FCN = 297089.6396614 Edm = 0.00284916 NCalls = 233
VariableMetric: Iteration # 74 - FCN = 297089.6344974 Edm = 0.00601819 NCalls = 235
VariableMetric: Iteration # 75 - FCN = 297089.240315 Edm = 0.272804 NCalls = 242
VariableMetric: Iteration # 76 - FCN = 297089.2330513 Edm = 0.0016245 NCalls = 244
VariableMetric: Iteration # 77 - FCN = 297089.2289381 Edm = 0.00267271 NCalls = 246
VariableMetric: Iteration # 78 - FCN = 297088.9859988 Edm = 0.156449 NCalls = 252
VariableMetric: Iteration # 79 - FCN = 297088.4043113 Edm = 0.395666 NCalls = 255
VariableMetric: Iteration # 80 - FCN = 297088.1121252 Edm = 0.105939 NCalls = 257
VariableMetric: Iteration # 81 - FCN = 297087.9676867 Edm = 0.020145 NCalls = 259
VariableMetric: Iteration # 82 - FCN = 297087.928638 Edm = 0.021206 NCalls = 261
VariableMetric: Iteration # 83 - FCN = 297086.4507176 Edm = 1.44494 NCalls = 267
VariableMetric: Iteration # 84 - FCN = 297080.6046413 Edm = 6.10487 NCalls = 273
VariableMetric: Iteration # 85 - FCN = 297077.9730658 Edm = 1.51316 NCalls = 276
VariableMetric: Iteration # 86 - FCN = 297077.1005753 Edm = 0.0943395 NCalls = 278
VariableMetric: Iteration # 87 - FCN = 297077.0524209 Edm = 0.0118369 NCalls = 280
VariableMetric: Iteration # 88 - FCN = 297077.0415395 Edm = 0.00252467 NCalls = 281
VariableMetric: Iteration # 89 - FCN = 297077.0374237 Edm = 0.000964892 NCalls = 283
VariableMetric: Iteration # 90 - FCN = 297077.0361502 Edm = 0.000750728 NCalls = 285
VariableMetric: Iteration # 91 - FCN = 297077.0341089 Edm = 0.000924392 NCalls = 287
VariableMetric: Iteration # 92 - FCN = 297077.0139744 Edm = 0.0182412 NCalls = 291
VariableMetric: Iteration # 93 - FCN = 297075.114057 Edm = 1.46836 NCalls = 297
VariableMetric: Iteration # 94 - FCN = 297069.2875002 Edm = 0.676586 NCalls = 299
VariableMetric: Iteration # 95 - FCN = 297068.4285093 Edm = 0.640738 NCalls = 301
VariableMetric: Iteration # 96 - FCN = 297068.2149101 Edm = 0.0682733 NCalls = 303
VariableMetric: Iteration # 97 - FCN = 297068.15927 Edm = 0.00790292 NCalls = 305
VariableMetric: Iteration # 98 - FCN = 297068.1532231 Edm = 0.000815284 NCalls = 307
VariableMetric: Iteration # 99 - FCN = 297068.1522998 Edm = 0.000119846 NCalls = 309
VariableMetric: Iteration # 100 - FCN = 297068.1511585 Edm = 0.000887025 NCalls = 312
VariableMetric: Iteration # 101 - FCN = 297068.1463572 Edm = 0.000687897 NCalls = 316
VariableMetric: Iteration # 102 - FCN = 297068.1437613 Edm = 0.00168021 NCalls = 318
VariableMetric: Iteration # 103 - FCN = 297068.0937526 Edm = 0.0735955 NCalls = 325
VariableMetric: Iteration # 104 - FCN = 297068.0879318 Edm = 0.00980597 NCalls = 329
VariableMetric: Iteration # 105 - FCN = 297067.9413757 Edm = 0.110021 NCalls = 335
VariableMetric: Iteration # 106 - FCN = 297067.9380714 Edm = 0.00725494 NCalls = 336
VariableMetric: Iteration # 107 - FCN = 297067.9329654 Edm = 0.00610251 NCalls = 338
VariableMetric: Iteration # 108 - FCN = 297066.9935698 Edm = 0.864121 NCalls = 346
VariableMetric: Iteration # 109 - FCN = 297066.9878453 Edm = 0.00332731 NCalls = 348
VariableMetric: Iteration # 110 - FCN = 297066.9812597 Edm = 0.00529271 NCalls = 350
VariableMetric: Iteration # 111 - FCN = 297066.8617119 Edm = 0.0967366 NCalls = 355
VariableMetric: Iteration # 112 - FCN = 297066.1889854 Edm = 0.258548 NCalls = 358
VariableMetric: Iteration # 113 - FCN = 297065.7400147 Edm = 0.0422865 NCalls = 360
VariableMetric: Iteration # 114 - FCN = 297065.6905361 Edm = 0.00634115 NCalls = 362
VariableMetric: Iteration # 115 - FCN = 297065.6703353 Edm = 0.00976823 NCalls = 365
VariableMetric: Iteration # 116 - FCN = 297065.6270233 Edm = 0.0123798 NCalls = 368
VariableMetric: Iteration # 117 - FCN = 297065.6148991 Edm = 0.0209854 NCalls = 371
VariableMetric: Iteration # 118 - FCN = 297065.603499 Edm = 0.00162782 NCalls = 373
VariableMetric: Iteration # 119 - FCN = 297065.5997097 Edm = 0.00297093 NCalls = 375
VariableMetric: Iteration # 120 - FCN = 297065.5902502 Edm = 0.00539799 NCalls = 378
VariableMetric: Iteration # 121 - FCN = 297065.5795942 Edm = 0.00113801 NCalls = 381
VariableMetric: Iteration # 122 - FCN = 297065.5777887 Edm = 0.000120995 NCalls = 383
VariableMetric: Iteration # 123 - FCN = 297065.5772003 Edm = 0.000430629 NCalls = 385
VariableMetric: Iteration # 124 - FCN = 297065.5166563 Edm = 0.049597 NCalls = 390
VariableMetric: Iteration # 125 - FCN = 297064.9074567 Edm = 1.52337 NCalls = 394
VariableMetric: Iteration # 126 - FCN = 297064.3496694 Edm = 0.345681 NCalls = 405
VariableMetric: Iteration # 127 - FCN = 297064.2843234 Edm = 0.162308 NCalls = 407
VariableMetric: Iteration # 128 - FCN = 297064.1439334 Edm = 0.00298038 NCalls = 409
VariableMetric: Iteration # 129 - FCN = 297064.1417104 Edm = 0.000302955 NCalls = 411
VariableMetric: Iteration # 130 - FCN = 297064.1412411 Edm = 0.000247069 NCalls = 413
VariableMetric: Iteration # 131 - FCN = 297064.1382785 Edm = 0.000959301 NCalls = 418
VariableMetric: Iteration # 132 - FCN = 297064.1364105 Edm = 0.000598925 NCalls = 421
VariableMetric: Iteration # 133 - FCN = 297064.1359197 Edm = 8.95072e-05 NCalls = 423
VariableMetric: Iteration # 134 - FCN = 297064.1357159 Edm = 5.69158e-05 NCalls = 425
VariableMetric: After Hessian - FCN = 297064.1357159 Edm = 2.66411 NCalls = 902
VariableMetric: Iteration # 135 - FCN = 297064.1357159 Edm = 2.66411 NCalls = 902
VariableMetric: Iteration # 136 - FCN = 297063.2646626 Edm = 1.66386 NCalls = 904
VariableMetric: Iteration # 137 - FCN = 297062.0961366 Edm = 0.504833 NCalls = 906
VariableMetric: Iteration # 138 - FCN = 297061.6007657 Edm = 0.0525682 NCalls = 908
VariableMetric: Iteration # 139 - FCN = 297061.5769866 Edm = 0.014993 NCalls = 910
VariableMetric: Iteration # 140 - FCN = 297061.5724596 Edm = 0.00708991 NCalls = 912
VariableMetric: Iteration # 141 - FCN = 297061.5671549 Edm = 0.00421815 NCalls = 914
VariableMetric: Iteration # 142 - FCN = 297061.5639009 Edm = 0.00342601 NCalls = 916
VariableMetric: Iteration # 143 - FCN = 297061.546714 Edm = 0.011231 NCalls = 920
VariableMetric: Iteration # 144 - FCN = 297061.5317095 Edm = 0.0209992 NCalls = 923
VariableMetric: Iteration # 145 - FCN = 297061.5192672 Edm = 0.0361355 NCalls = 926
VariableMetric: Iteration # 146 - FCN = 297061.5044777 Edm = 0.00632242 NCalls = 928
VariableMetric: Iteration # 147 - FCN = 297061.4949155 Edm = 0.00682891 NCalls = 931
VariableMetric: Iteration # 148 - FCN = 297061.488425 Edm = 0.00401728 NCalls = 933
VariableMetric: Iteration # 149 - FCN = 297061.4817271 Edm = 0.00464696 NCalls = 936
VariableMetric: Iteration # 150 - FCN = 297061.4789756 Edm = 0.00223776 NCalls = 939
VariableMetric: Iteration # 151 - FCN = 297061.4770592 Edm = 0.000920862 NCalls = 942
VariableMetric: Iteration # 152 - FCN = 297061.4728982 Edm = 0.00381034 NCalls = 944
VariableMetric: Iteration # 153 - FCN = 297061.4619581 Edm = 0.0182475 NCalls = 949
VariableMetric: Iteration # 154 - FCN = 297061.4566578 Edm = 0.00953876 NCalls = 953
VariableMetric: Iteration # 155 - FCN = 297061.4483043 Edm = 0.00692691 NCalls = 957
VariableMetric: Iteration # 156 - FCN = 297061.4423646 Edm = 0.00564488 NCalls = 961
VariableMetric: Iteration # 157 - FCN = 297061.4372399 Edm = 0.0027455 NCalls = 964
VariableMetric: Iteration # 158 - FCN = 297061.4339833 Edm = 0.00171046 NCalls = 966
VariableMetric: Iteration # 159 - FCN = 297061.430271 Edm = 0.00162068 NCalls = 968
VariableMetric: Iteration # 160 - FCN = 297061.4253786 Edm = 0.00347313 NCalls = 972
VariableMetric: Iteration # 161 - FCN = 297061.4221683 Edm = 0.00315567 NCalls = 975
VariableMetric: Iteration # 162 - FCN = 297061.4202669 Edm = 0.00175439 NCalls = 977
VariableMetric: Iteration # 163 - FCN = 297061.4184999 Edm = 0.00133312 NCalls = 979
VariableMetric: Iteration # 164 - FCN = 297061.4161667 Edm = 0.00188153 NCalls = 983
VariableMetric: Iteration # 165 - FCN = 297061.413071 Edm = 0.00365815 NCalls = 986
VariableMetric: Iteration # 166 - FCN = 297061.4100299 Edm = 0.00205627 NCalls = 990
VariableMetric: Iteration # 167 - FCN = 297061.4088308 Edm = 0.00184179 NCalls = 993
VariableMetric: Iteration # 168 - FCN = 297061.4066023 Edm = 0.00157761 NCalls = 996
VariableMetric: Iteration # 169 - FCN = 297061.4040542 Edm = 0.000560851 NCalls = 998
VariableMetric: Iteration # 170 - FCN = 297061.4027844 Edm = 0.00114804 NCalls = 1001
VariableMetric: Iteration # 171 - FCN = 297061.4011951 Edm = 0.000877738 NCalls = 1003
VariableMetric: Iteration # 172 - FCN = 297061.399144 Edm = 0.000932184 NCalls = 1006
VariableMetric: Iteration # 173 - FCN = 297061.3985375 Edm = 0.000333516 NCalls = 1008
VariableMetric: Iteration # 174 - FCN = 297061.3981963 Edm = 3.19244e-05 NCalls = 1010
VariableMetric: After Hessian - FCN = 297061.3981963 Edm = 0.000232262 NCalls = 1493
VariableMetric: Iteration # 175 - FCN = 297061.3981963 Edm = 0.000232262 NCalls = 1493
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 299550.1027694 Edm = 19.9217 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 299550.1027694 Edm = 19.9217 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 298255.8806506 Edm = 0.462737 NCalls = 7
VariableMetric: Iteration # 2 - FCN = 298255.0100956 Edm = 0.584837 NCalls = 9
VariableMetric: Iteration # 3 - FCN = 297977.8551454 Edm = 67.8861 NCalls = 17
VariableMetric: Iteration # 4 - FCN = 297921.2077698 Edm = 0.401126 NCalls = 19
VariableMetric: Iteration # 5 - FCN = 297920.6994045 Edm = 0.116602 NCalls = 21
VariableMetric: Iteration # 6 - FCN = 297918.6319976 Edm = 1.7829 NCalls = 25
VariableMetric: Iteration # 7 - FCN = 297727.5025385 Edm = 5.74141 NCalls = 31
VariableMetric: Iteration # 8 - FCN = 297722.1258235 Edm = 0.269184 NCalls = 32
VariableMetric: Iteration # 9 - FCN = 297721.1795209 Edm = 0.744167 NCalls = 34
VariableMetric: Iteration # 10 - FCN = 297644.3093229 Edm = 43.8461 NCalls = 41
VariableMetric: Iteration # 11 - FCN = 297551.3506672 Edm = 3.53895 NCalls = 43
VariableMetric: Iteration # 12 - FCN = 297547.580712 Edm = 0.0642591 NCalls = 44
VariableMetric: Iteration # 13 - FCN = 297547.4977957 Edm = 0.029973 NCalls = 46
VariableMetric: Iteration # 14 - FCN = 297546.7635134 Edm = 0.702185 NCalls = 50
VariableMetric: Iteration # 15 - FCN = 297469.1581236 Edm = 7.77903 NCalls = 56
VariableMetric: Iteration # 16 - FCN = 297459.6903968 Edm = 0.114954 NCalls = 58
VariableMetric: Iteration # 17 - FCN = 297459.5386109 Edm = 0.0469095 NCalls = 60
VariableMetric: Iteration # 18 - FCN = 297459.3785954 Edm = 0.196581 NCalls = 62
VariableMetric: Iteration # 19 - FCN = 297449.9149446 Edm = 11.1209 NCalls = 69
VariableMetric: Iteration # 20 - FCN = 297449.6760315 Edm = 0.240069 NCalls = 72
VariableMetric: Iteration # 21 - FCN = 297433.120567 Edm = 17.5042 NCalls = 79
VariableMetric: Iteration # 22 - FCN = 297369.1370846 Edm = 13.0568 NCalls = 82
VariableMetric: Iteration # 23 - FCN = 297348.9812346 Edm = 7.44122 NCalls = 85
VariableMetric: Iteration # 24 - FCN = 297343.5256729 Edm = 5.09211 NCalls = 86
VariableMetric: Iteration # 25 - FCN = 297337.0200526 Edm = 1.26171 NCalls = 88
VariableMetric: Iteration # 26 - FCN = 297334.9410941 Edm = 1.0474 NCalls = 92
VariableMetric: Iteration # 27 - FCN = 297333.0512109 Edm = 1.727 NCalls = 96
VariableMetric: Iteration # 28 - FCN = 297331.7866829 Edm = 3.29435 NCalls = 102
VariableMetric: Iteration # 29 - FCN = 297329.0964521 Edm = 3.16264 NCalls = 106
VariableMetric: Iteration # 30 - FCN = 297327.2940294 Edm = 2.22961 NCalls = 108
VariableMetric: Iteration # 31 - FCN = 297325.8663185 Edm = 0.436366 NCalls = 111
VariableMetric: Iteration # 32 - FCN = 297325.5620289 Edm = 0.048502 NCalls = 113
VariableMetric: Iteration # 33 - FCN = 297325.4925506 Edm = 0.0312995 NCalls = 115
VariableMetric: Iteration # 34 - FCN = 297324.39313 Edm = 1.35125 NCalls = 120
VariableMetric: Iteration # 35 - FCN = 297324.1529751 Edm = 0.17956 NCalls = 123
VariableMetric: Iteration # 36 - FCN = 297309.8756391 Edm = 8.04822 NCalls = 128
VariableMetric: Iteration # 37 - FCN = 297296.4603964 Edm = 1.66573 NCalls = 131
VariableMetric: Iteration # 38 - FCN = 297294.3116191 Edm = 0.790114 NCalls = 134
VariableMetric: Iteration # 39 - FCN = 297293.9851483 Edm = 0.0644282 NCalls = 136
VariableMetric: Iteration # 40 - FCN = 297293.8980439 Edm = 0.00952626 NCalls = 138
VariableMetric: Iteration # 41 - FCN = 297293.8746877 Edm = 0.0064127 NCalls = 140
VariableMetric: Iteration # 42 - FCN = 297293.8516551 Edm = 0.00441599 NCalls = 142
VariableMetric: Iteration # 43 - FCN = 297293.827477 Edm = 0.016111 NCalls = 145
VariableMetric: Iteration # 44 - FCN = 297293.7215682 Edm = 0.057555 NCalls = 148
VariableMetric: Iteration # 45 - FCN = 297293.236893 Edm = 0.443757 NCalls = 152
VariableMetric: Iteration # 46 - FCN = 297289.096504 Edm = 3.05299 NCalls = 158
VariableMetric: Iteration # 47 - FCN = 297285.3257995 Edm = 3.20971 NCalls = 161
VariableMetric: Iteration # 48 - FCN = 297280.0625657 Edm = 2.89294 NCalls = 164
VariableMetric: Iteration # 49 - FCN = 297275.5760679 Edm = 0.864127 NCalls = 168
VariableMetric: Iteration # 50 - FCN = 297274.8464722 Edm = 1.11285 NCalls = 170
VariableMetric: Iteration # 51 - FCN = 297274.0716243 Edm = 0.269541 NCalls = 172
VariableMetric: Iteration # 52 - FCN = 297273.5379477 Edm = 0.11758 NCalls = 174
VariableMetric: Iteration # 53 - FCN = 297273.4148745 Edm = 0.0129162 NCalls = 176
VariableMetric: Iteration # 54 - FCN = 297273.4033125 Edm = 0.00206186 NCalls = 178
VariableMetric: Iteration # 55 - FCN = 297273.4003704 Edm = 0.00124703 NCalls = 180
VariableMetric: Iteration # 56 - FCN = 297273.3084587 Edm = 0.0846391 NCalls = 185
VariableMetric: Iteration # 57 - FCN = 297266.0359308 Edm = 1.68095 NCalls = 191
VariableMetric: Iteration # 58 - FCN = 297264.3067533 Edm = 0.811535 NCalls = 192
VariableMetric: Iteration # 59 - FCN = 297263.8560019 Edm = 0.0537874 NCalls = 194
VariableMetric: Iteration # 60 - FCN = 297263.781463 Edm = 0.0162878 NCalls = 196
VariableMetric: Iteration # 61 - FCN = 297263.7505985 Edm = 0.00370427 NCalls = 198
VariableMetric: Iteration # 62 - FCN = 297263.7454623 Edm = 0.000215531 NCalls = 200
VariableMetric: Iteration # 63 - FCN = 297263.7449306 Edm = 0.000385928 NCalls = 202
VariableMetric: Iteration # 64 - FCN = 297263.7227987 Edm = 0.0214576 NCalls = 208
VariableMetric: Iteration # 65 - FCN = 297262.5513618 Edm = 0.233174 NCalls = 214
VariableMetric: Iteration # 66 - FCN = 297262.2358513 Edm = 0.0409386 NCalls = 216
VariableMetric: Iteration # 67 - FCN = 297262.1807574 Edm = 0.0261152 NCalls = 218
VariableMetric: Iteration # 68 - FCN = 297262.163257 Edm = 0.00539408 NCalls = 220
VariableMetric: Iteration # 69 - FCN = 297262.156938 Edm = 9.33854e-05 NCalls = 222
VariableMetric: Iteration # 70 - FCN = 297262.1567404 Edm = 7.36413e-05 NCalls = 224
VariableMetric: After Hessian - FCN = 297262.1567404 Edm = 3422.02 NCalls = 697
VariableMetric: Iteration # 71 - FCN = 297262.1567404 Edm = 3422.02 NCalls = 697
VariableMetric: Iteration # 72 - FCN = 297258.5437037 Edm = 780.413 NCalls = 704
VariableMetric: Iteration # 73 - FCN = 297258.2690125 Edm = 0.694225 NCalls = 707
VariableMetric: Iteration # 74 - FCN = 297257.5274373 Edm = 0.383736 NCalls = 709
VariableMetric: Iteration # 75 - FCN = 297257.0093376 Edm = 0.13077 NCalls = 711
VariableMetric: Iteration # 76 - FCN = 297256.1793038 Edm = 0.15335 NCalls = 713
VariableMetric: Iteration # 77 - FCN = 297255.9717646 Edm = 0.0317645 NCalls = 715
VariableMetric: Iteration # 78 - FCN = 297255.7962699 Edm = 0.0317501 NCalls = 719
VariableMetric: Iteration # 79 - FCN = 297255.7423323 Edm = 0.0292063 NCalls = 721
VariableMetric: Iteration # 80 - FCN = 297255.6323916 Edm = 0.0569238 NCalls = 724
VariableMetric: Iteration # 81 - FCN = 297255.5550212 Edm = 0.0256792 NCalls = 726
VariableMetric: Iteration # 82 - FCN = 297255.492266 Edm = 0.0599998 NCalls = 729
VariableMetric: Iteration # 83 - FCN = 297254.2939015 Edm = 5.29494 NCalls = 736
VariableMetric: Iteration # 84 - FCN = 297254.2770973 Edm = 0.0129132 NCalls = 738
VariableMetric: Iteration # 85 - FCN = 297254.2313293 Edm = 0.0352385 NCalls = 740
VariableMetric: Iteration # 86 - FCN = 297253.7418191 Edm = 0.289786 NCalls = 744
VariableMetric: Iteration # 87 - FCN = 297253.3420683 Edm = 0.304698 NCalls = 746
VariableMetric: Iteration # 88 - FCN = 297252.9193308 Edm = 0.358112 NCalls = 749
VariableMetric: Iteration # 89 - FCN = 297252.5707593 Edm = 0.588469 NCalls = 752
VariableMetric: Iteration # 90 - FCN = 297249.9887899 Edm = 0.76188 NCalls = 756
VariableMetric: Iteration # 91 - FCN = 297249.1342125 Edm = 0.656219 NCalls = 758
VariableMetric: Iteration # 92 - FCN = 297248.7869216 Edm = 0.260412 NCalls = 759
VariableMetric: Iteration # 93 - FCN = 297247.9849616 Edm = 0.579212 NCalls = 761
VariableMetric: Iteration # 94 - FCN = 297246.7285275 Edm = 0.220365 NCalls = 764
VariableMetric: Iteration # 95 - FCN = 297246.4170079 Edm = 0.126059 NCalls = 766
VariableMetric: Iteration # 96 - FCN = 297246.1660826 Edm = 0.127515 NCalls = 768
VariableMetric: Iteration # 97 - FCN = 297245.7896298 Edm = 0.0872118 NCalls = 770
VariableMetric: Iteration # 98 - FCN = 297245.683468 Edm = 0.0335444 NCalls = 772
VariableMetric: Iteration # 99 - FCN = 297245.5742481 Edm = 0.0611803 NCalls = 774
VariableMetric: Iteration # 100 - FCN = 297245.3866707 Edm = 0.00893896 NCalls = 776
VariableMetric: Iteration # 101 - FCN = 297245.3612735 Edm = 0.0165019 NCalls = 778
VariableMetric: Iteration # 102 - FCN = 297245.2543923 Edm = 0.0279982 NCalls = 782
VariableMetric: Iteration # 103 - FCN = 297245.2140321 Edm = 0.00916307 NCalls = 784
VariableMetric: Iteration # 104 - FCN = 297245.139699 Edm = 0.0450261 NCalls = 787
VariableMetric: Iteration # 105 - FCN = 297244.9598692 Edm = 0.0201969 NCalls = 789
VariableMetric: Iteration # 106 - FCN = 297244.8771829 Edm = 0.04371 NCalls = 791
VariableMetric: Iteration # 107 - FCN = 297244.6613558 Edm = 0.0466266 NCalls = 794
VariableMetric: Iteration # 108 - FCN = 297244.6096851 Edm = 0.00886267 NCalls = 796
VariableMetric: Iteration # 109 - FCN = 297244.5850968 Edm = 0.0166141 NCalls = 798
VariableMetric: Iteration # 110 - FCN = 297244.4864628 Edm = 0.0177394 NCalls = 801
VariableMetric: Iteration # 111 - FCN = 297244.4501755 Edm = 0.00899258 NCalls = 803
VariableMetric: Iteration # 112 - FCN = 297244.3838425 Edm = 0.0414325 NCalls = 806
VariableMetric: Iteration # 113 - FCN = 297244.1642172 Edm = 0.0155212 NCalls = 808
VariableMetric: Iteration # 114 - FCN = 297244.126969 Edm = 0.0204122 NCalls = 810
VariableMetric: Iteration # 115 - FCN = 297243.940279 Edm = 0.0335785 NCalls = 813
VariableMetric: Iteration # 116 - FCN = 297243.8994383 Edm = 0.00553837 NCalls = 815
VariableMetric: Iteration # 117 - FCN = 297243.8649251 Edm = 0.0255455 NCalls = 818
VariableMetric: Iteration # 118 - FCN = 297243.6626986 Edm = 0.0536241 NCalls = 821
VariableMetric: Iteration # 119 - FCN = 297243.573363 Edm = 0.0117033 NCalls = 823
VariableMetric: Iteration # 120 - FCN = 297243.5377923 Edm = 0.0227273 NCalls = 825
VariableMetric: Iteration # 121 - FCN = 297243.4543534 Edm = 0.0358406 NCalls = 827
VariableMetric: Iteration # 122 - FCN = 297243.3903439 Edm = 0.00594842 NCalls = 829
VariableMetric: Iteration # 123 - FCN = 297243.3837981 Edm = 0.000691368 NCalls = 831
VariableMetric: Iteration # 124 - FCN = 297243.3814479 Edm = 0.00154858 NCalls = 833
VariableMetric: Iteration # 125 - FCN = 297243.3738028 Edm = 0.00106682 NCalls = 835
VariableMetric: Iteration # 126 - FCN = 297243.3723847 Edm = 0.000196353 NCalls = 837
VariableMetric: Iteration # 127 - FCN = 297243.3712015 Edm = 0.00074556 NCalls = 840
VariableMetric: Iteration # 128 - FCN = 297243.3668478 Edm = 0.000882843 NCalls = 843
VariableMetric: Iteration # 129 - FCN = 297243.3656166 Edm = 4.00831e-05 NCalls = 845
VariableMetric: After Hessian - FCN = 297243.3656166 Edm = 0.000448278 NCalls = 1324
VariableMetric: Iteration # 130 - FCN = 297243.3656166 Edm = 0.000448278 NCalls = 1324
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 323974.2350915 Edm = 2520.53 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 323974.2350915 Edm = 2520.53 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 302371.8290857 Edm = 5.90038 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 300289.1175702 Edm = 8741.17 NCalls = 16
VariableMetric: Iteration # 3 - FCN = 299084.4693639 Edm = 300.391 NCalls = 19
VariableMetric: Iteration # 4 - FCN = 298646.8938715 Edm = 1.47301 NCalls = 23
VariableMetric: Iteration # 5 - FCN = 298644.4880321 Edm = 3.84532 NCalls = 25
VariableMetric: Iteration # 6 - FCN = 298105.6673143 Edm = 149.865 NCalls = 31
VariableMetric: Iteration # 7 - FCN = 297570.9038508 Edm = 3.88926 NCalls = 36
VariableMetric: Iteration # 8 - FCN = 297563.9133027 Edm = 2.25408 NCalls = 38
VariableMetric: Iteration # 9 - FCN = 297562.6711148 Edm = 0.0762668 NCalls = 40
VariableMetric: Iteration # 10 - FCN = 297560.3338912 Edm = 2.28797 NCalls = 44
VariableMetric: Iteration # 11 - FCN = 297502.1263132 Edm = 0.814076 NCalls = 48
VariableMetric: Iteration # 12 - FCN = 297501.0091829 Edm = 0.0652817 NCalls = 50
VariableMetric: Iteration # 13 - FCN = 297500.8703407 Edm = 0.0593976 NCalls = 52
VariableMetric: Iteration # 14 - FCN = 297495.7505674 Edm = 4.34207 NCalls = 57
VariableMetric: Iteration # 15 - FCN = 297450.3433391 Edm = 1.2951 NCalls = 60
VariableMetric: Iteration # 16 - FCN = 297447.9889939 Edm = 0.0449722 NCalls = 62
VariableMetric: Iteration # 17 - FCN = 297447.9042713 Edm = 0.0161672 NCalls = 64
VariableMetric: Iteration # 18 - FCN = 297447.3017856 Edm = 0.530873 NCalls = 68
VariableMetric: Iteration # 19 - FCN = 297396.2811042 Edm = 12.7522 NCalls = 74
VariableMetric: Iteration # 20 - FCN = 297380.2025194 Edm = 0.968502 NCalls = 76
VariableMetric: Iteration # 21 - FCN = 297379.4870967 Edm = 0.0514501 NCalls = 78
VariableMetric: Iteration # 22 - FCN = 297379.4242752 Edm = 0.0240157 NCalls = 80
VariableMetric: Iteration # 23 - FCN = 297378.309215 Edm = 1.07208 NCalls = 85
VariableMetric: Iteration # 24 - FCN = 297317.6075867 Edm = 4.37638 NCalls = 91
VariableMetric: Iteration # 25 - FCN = 297312.2000424 Edm = 0.194665 NCalls = 93
VariableMetric: Iteration # 26 - FCN = 297312.0001308 Edm = 0.0216631 NCalls = 95
VariableMetric: Iteration # 27 - FCN = 297311.9649208 Edm = 0.0190503 NCalls = 97
VariableMetric: Iteration # 28 - FCN = 297311.7444803 Edm = 0.284565 NCalls = 101
VariableMetric: Iteration # 29 - FCN = 297299.3740219 Edm = 5.92825 NCalls = 108
VariableMetric: Iteration # 30 - FCN = 297266.0743708 Edm = 20.5253 NCalls = 111
VariableMetric: Iteration # 31 - FCN = 297251.3578477 Edm = 5.17455 NCalls = 113
VariableMetric: Iteration # 32 - FCN = 297247.103546 Edm = 0.245825 NCalls = 115
VariableMetric: Iteration # 33 - FCN = 297246.7453499 Edm = 0.082247 NCalls = 117
VariableMetric: Iteration # 34 - FCN = 297246.646704 Edm = 0.00503153 NCalls = 119
VariableMetric: Iteration # 35 - FCN = 297246.6183472 Edm = 0.0257873 NCalls = 122
VariableMetric: Iteration # 36 - FCN = 297243.4014069 Edm = 3.02724 NCalls = 129
VariableMetric: Iteration # 37 - FCN = 297203.7000778 Edm = 2.98218 NCalls = 132
VariableMetric: Iteration # 38 - FCN = 297200.3927103 Edm = 0.307982 NCalls = 133
VariableMetric: Iteration # 39 - FCN = 297200.1791685 Edm = 0.0373728 NCalls = 135
VariableMetric: Iteration # 40 - FCN = 297200.1371847 Edm = 0.00371141 NCalls = 137
VariableMetric: Iteration # 41 - FCN = 297200.1267319 Edm = 0.00459908 NCalls = 139
VariableMetric: Iteration # 42 - FCN = 297200.0998226 Edm = 0.00855765 NCalls = 142
VariableMetric: Iteration # 43 - FCN = 297200.0409361 Edm = 0.0501136 NCalls = 145
VariableMetric: Iteration # 44 - FCN = 297198.9300671 Edm = 1.31667 NCalls = 151
VariableMetric: Iteration # 45 - FCN = 297198.856582 Edm = 0.0701635 NCalls = 154
VariableMetric: Iteration # 46 - FCN = 297195.8808231 Edm = 2.62163 NCalls = 160
VariableMetric: Iteration # 47 - FCN = 297179.170527 Edm = 2.08849 NCalls = 164
VariableMetric: Iteration # 48 - FCN = 297177.7513341 Edm = 0.799693 NCalls = 166
VariableMetric: Iteration # 49 - FCN = 297176.9813484 Edm = 0.183707 NCalls = 168
VariableMetric: Iteration # 50 - FCN = 297176.8041093 Edm = 0.0273703 NCalls = 170
VariableMetric: Iteration # 51 - FCN = 297176.7602394 Edm = 0.0091866 NCalls = 172
VariableMetric: Iteration # 52 - FCN = 297176.7483047 Edm = 0.00328853 NCalls = 174
VariableMetric: Iteration # 53 - FCN = 297176.733383 Edm = 0.0133631 NCalls = 177
VariableMetric: Iteration # 54 - FCN = 297176.4759579 Edm = 0.217307 NCalls = 182
VariableMetric: Iteration # 55 - FCN = 297171.5330675 Edm = 3.67335 NCalls = 187
VariableMetric: Iteration # 56 - FCN = 297159.5049984 Edm = 10.9989 NCalls = 190
VariableMetric: Iteration # 57 - FCN = 297148.5631572 Edm = 9.0825 NCalls = 194
VariableMetric: Iteration # 58 - FCN = 297144.4986527 Edm = 5.17026 NCalls = 196
VariableMetric: Iteration # 59 - FCN = 297140.5273983 Edm = 2.0936 NCalls = 199
VariableMetric: Iteration # 60 - FCN = 297138.3267983 Edm = 1.25167 NCalls = 201
VariableMetric: Iteration # 61 - FCN = 297138.0537723 Edm = 0.654698 NCalls = 203
VariableMetric: Iteration # 62 - FCN = 297137.6562562 Edm = 0.29501 NCalls = 205
VariableMetric: Iteration # 63 - FCN = 297137.5068441 Edm = 0.0313986 NCalls = 207
VariableMetric: Iteration # 64 - FCN = 297137.4381649 Edm = 0.0253646 NCalls = 209
VariableMetric: Iteration # 65 - FCN = 297137.3328506 Edm = 0.0830703 NCalls = 211
VariableMetric: Iteration # 66 - FCN = 297137.1499889 Edm = 0.0750724 NCalls = 215
VariableMetric: Iteration # 67 - FCN = 297137.0601023 Edm = 0.0519519 NCalls = 217
VariableMetric: Iteration # 68 - FCN = 297137.0004627 Edm = 0.0161453 NCalls = 220
VariableMetric: Iteration # 69 - FCN = 297136.9870582 Edm = 0.000796791 NCalls = 222
VariableMetric: Iteration # 70 - FCN = 297136.9862059 Edm = 0.000221945 NCalls = 224
VariableMetric: Iteration # 71 - FCN = 297136.9857329 Edm = 0.00035106 NCalls = 226
VariableMetric: Iteration # 72 - FCN = 297136.980869 Edm = 0.00477284 NCalls = 230
VariableMetric: Iteration # 73 - FCN = 297136.9575002 Edm = 0.0213365 NCalls = 236
VariableMetric: Iteration # 74 - FCN = 297136.649791 Edm = 0.308393 NCalls = 239
VariableMetric: Iteration # 75 - FCN = 297136.4231663 Edm = 0.212587 NCalls = 243
VariableMetric: Iteration # 76 - FCN = 297135.6267616 Edm = 0.678289 NCalls = 247
VariableMetric: Iteration # 77 - FCN = 297133.665387 Edm = 0.21967 NCalls = 252
VariableMetric: Iteration # 78 - FCN = 297133.4940435 Edm = 0.0776194 NCalls = 254
VariableMetric: Iteration # 79 - FCN = 297133.4558849 Edm = 0.0365542 NCalls = 256
VariableMetric: Iteration # 80 - FCN = 297133.434738 Edm = 0.00224832 NCalls = 258
VariableMetric: Iteration # 81 - FCN = 297133.4322805 Edm = 0.000264724 NCalls = 260
VariableMetric: Iteration # 82 - FCN = 297133.4315181 Edm = 0.000599033 NCalls = 262
VariableMetric: Iteration # 83 - FCN = 297133.4271873 Edm = 0.00369516 NCalls = 266
VariableMetric: Iteration # 84 - FCN = 297133.3881299 Edm = 0.0304423 NCalls = 269
VariableMetric: Iteration # 85 - FCN = 297132.2014711 Edm = 0.520942 NCalls = 273
VariableMetric: Iteration # 86 - FCN = 297131.6727982 Edm = 0.0794958 NCalls = 275
VariableMetric: Iteration # 87 - FCN = 297131.6191464 Edm = 0.0178132 NCalls = 277
VariableMetric: Iteration # 88 - FCN = 297131.6035319 Edm = 0.00400813 NCalls = 279
VariableMetric: Iteration # 89 - FCN = 297131.5993468 Edm = 0.000614136 NCalls = 281
VariableMetric: Iteration # 90 - FCN = 297131.59824 Edm = 0.000110305 NCalls = 283
VariableMetric: Iteration # 91 - FCN = 297131.5974167 Edm = 0.000639236 NCalls = 286
VariableMetric: Iteration # 92 - FCN = 297131.5533572 Edm = 0.0431942 NCalls = 291
VariableMetric: Iteration # 93 - FCN = 297130.8725648 Edm = 0.402464 NCalls = 295
VariableMetric: Iteration # 94 - FCN = 297130.21179 Edm = 0.144876 NCalls = 297
VariableMetric: Iteration # 95 - FCN = 297130.1270254 Edm = 0.00954179 NCalls = 299
VariableMetric: Iteration # 96 - FCN = 297130.1189903 Edm = 0.000553481 NCalls = 301
VariableMetric: Iteration # 97 - FCN = 297130.1184735 Edm = 4.24724e-05 NCalls = 302
VariableMetric: After Hessian - FCN = 297130.1184735 Edm = 1.39769 NCalls = 783
VariableMetric: Iteration # 98 - FCN = 297130.1184735 Edm = 1.39769 NCalls = 783
VariableMetric: Iteration # 99 - FCN = 297128.7644953 Edm = 0.757243 NCalls = 786
VariableMetric: Iteration # 100 - FCN = 297128.5031707 Edm = 0.201757 NCalls = 797
VariableMetric: Iteration # 101 - FCN = 297128.3504195 Edm = 0.0256248 NCalls = 798
VariableMetric: Iteration # 102 - FCN = 297128.3175767 Edm = 0.0324102 NCalls = 800
VariableMetric: Iteration # 103 - FCN = 297128.2787878 Edm = 0.0134876 NCalls = 802
VariableMetric: Iteration # 104 - FCN = 297128.2582532 Edm = 0.00732605 NCalls = 804
VariableMetric: Iteration # 105 - FCN = 297128.239681 Edm = 0.0270185 NCalls = 806
VariableMetric: Iteration # 106 - FCN = 297127.6867283 Edm = 1.59556 NCalls = 815
VariableMetric: Iteration # 107 - FCN = 297127.6842522 Edm = 0.0368304 NCalls = 817
VariableMetric: Iteration # 108 - FCN = 297127.5215061 Edm = 1.9426 NCalls = 822
VariableMetric: Iteration # 109 - FCN = 297127.4735075 Edm = 0.0574024 NCalls = 826
VariableMetric: Iteration # 110 - FCN = 297127.221334 Edm = 0.334725 NCalls = 831
VariableMetric: Iteration # 111 - FCN = 297127.0440097 Edm = 0.226831 NCalls = 835
VariableMetric: Iteration # 112 - FCN = 297126.7532375 Edm = 0.270135 NCalls = 840
VariableMetric: Iteration # 113 - FCN = 297126.7233031 Edm = 0.0213502 NCalls = 843
VariableMetric: Iteration # 114 - FCN = 297126.0767378 Edm = 0.311381 NCalls = 849
VariableMetric: Iteration # 115 - FCN = 297125.5167956 Edm = 0.120079 NCalls = 852
VariableMetric: Iteration # 116 - FCN = 297125.3300298 Edm = 0.0519395 NCalls = 854
VariableMetric: Iteration # 117 - FCN = 297125.2722705 Edm = 0.0207546 NCalls = 856
VariableMetric: Iteration # 118 - FCN = 297125.2517042 Edm = 0.00897986 NCalls = 858
VariableMetric: Iteration # 119 - FCN = 297125.2393058 Edm = 0.00371224 NCalls = 860
VariableMetric: Iteration # 120 - FCN = 297125.2321524 Edm = 0.00238898 NCalls = 862
VariableMetric: Iteration # 121 - FCN = 297125.2246595 Edm = 0.00233386 NCalls = 864
VariableMetric: Iteration # 122 - FCN = 297125.2199122 Edm = 0.000953656 NCalls = 866
VariableMetric: Iteration # 123 - FCN = 297125.2181581 Edm = 0.000496522 NCalls = 868
VariableMetric: Iteration # 124 - FCN = 297125.2169841 Edm = 0.000266427 NCalls = 870
VariableMetric: Iteration # 125 - FCN = 297125.2166156 Edm = 3.2613e-05 NCalls = 872
VariableMetric: After Hessian - FCN = 297125.2166156 Edm = 3.27917e-05 NCalls = 1359
VariableMetric: Iteration # 126 - FCN = 297125.2166156 Edm = 3.27917e-05 NCalls = 1359
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 325484.3610967 Edm = 404.861 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 325484.3610967 Edm = 404.861 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 304332.1875132 Edm = 14.9726 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 302523.2232932 Edm = 71.0662 NCalls = 17
VariableMetric: Iteration # 3 - FCN = 302510.1560081 Edm = 9.9726 NCalls = 19
VariableMetric: Iteration # 4 - FCN = 302498.249724 Edm = 9.32838 NCalls = 22
VariableMetric: Iteration # 5 - FCN = 301997.3878782 Edm = 11.8876 NCalls = 28
VariableMetric: Iteration # 6 - FCN = 301975.8053463 Edm = 1.2015 NCalls = 31
VariableMetric: Iteration # 7 - FCN = 301965.1603107 Edm = 10.9076 NCalls = 34
VariableMetric: Iteration # 8 - FCN = 301700.1535863 Edm = 116.997 NCalls = 42
VariableMetric: Iteration # 9 - FCN = 301344.2142609 Edm = 836.316 NCalls = 44
VariableMetric: Iteration # 10 - FCN = 299690.854535 Edm = 2286.92 NCalls = 50
VariableMetric: Iteration # 11 - FCN = 299243.8048522 Edm = 1097.82 NCalls = 52
VariableMetric: Iteration # 12 - FCN = 298044.149878 Edm = 627.027 NCalls = 58
VariableMetric: Iteration # 13 - FCN = 297650.4063022 Edm = 22.8105 NCalls = 60
VariableMetric: Iteration # 14 - FCN = 297621.0831156 Edm = 0.517106 NCalls = 62
VariableMetric: Iteration # 15 - FCN = 297619.9594008 Edm = 0.249909 NCalls = 64
VariableMetric: Iteration # 16 - FCN = 297619.5530255 Edm = 0.0290285 NCalls = 66
VariableMetric: Iteration # 17 - FCN = 297619.1989644 Edm = 0.302991 NCalls = 69
VariableMetric: Iteration # 18 - FCN = 297515.0252983 Edm = 14.6459 NCalls = 75
VariableMetric: Iteration # 19 - FCN = 297494.2122997 Edm = 9.90185 NCalls = 77
VariableMetric: Iteration # 20 - FCN = 297476.314759 Edm = 3.96805 NCalls = 80
VariableMetric: Iteration # 21 - FCN = 297470.762191 Edm = 0.269358 NCalls = 82
VariableMetric: Iteration # 22 - FCN = 297470.4438864 Edm = 0.0435631 NCalls = 84
VariableMetric: Iteration # 23 - FCN = 297469.8056505 Edm = 0.603216 NCalls = 87
VariableMetric: Iteration # 24 - FCN = 297437.886151 Edm = 15.2477 NCalls = 94
VariableMetric: Iteration # 25 - FCN = 297401.401143 Edm = 6.67954 NCalls = 97
VariableMetric: Iteration # 26 - FCN = 297398.2974563 Edm = 4.17242 NCalls = 99
VariableMetric: Iteration # 27 - FCN = 297390.5630274 Edm = 4.08591 NCalls = 104
VariableMetric: Iteration # 28 - FCN = 297385.8494572 Edm = 7.30524 NCalls = 107
VariableMetric: Iteration # 29 - FCN = 297377.9630113 Edm = 1.04699 NCalls = 110
VariableMetric: Iteration # 30 - FCN = 297376.534923 Edm = 0.0206493 NCalls = 112
VariableMetric: Iteration # 31 - FCN = 297376.5095425 Edm = 0.0101051 NCalls = 114
VariableMetric: Iteration # 32 - FCN = 297376.2105676 Edm = 0.275317 NCalls = 118
VariableMetric: Iteration # 33 - FCN = 297357.9272117 Edm = 7.23412 NCalls = 124
VariableMetric: Iteration # 34 - FCN = 297350.1531294 Edm = 2.608 NCalls = 125
VariableMetric: Iteration # 35 - FCN = 297348.3531747 Edm = 0.125327 NCalls = 127
VariableMetric: Iteration # 36 - FCN = 297348.2431917 Edm = 0.00547472 NCalls = 129
VariableMetric: Iteration # 37 - FCN = 297348.2322971 Edm = 0.00691609 NCalls = 131
VariableMetric: Iteration # 38 - FCN = 297348.1714672 Edm = 0.059228 NCalls = 135
VariableMetric: Iteration # 39 - FCN = 297343.2492992 Edm = 0.137034 NCalls = 142
VariableMetric: Iteration # 40 - FCN = 297337.7973946 Edm = 0.947196 NCalls = 144
VariableMetric: Iteration # 41 - FCN = 297336.3729484 Edm = 0.264154 NCalls = 146
VariableMetric: Iteration # 42 - FCN = 297335.7638831 Edm = 0.098387 NCalls = 149
VariableMetric: Iteration # 43 - FCN = 297335.6779681 Edm = 0.0626172 NCalls = 151
VariableMetric: Iteration # 44 - FCN = 297335.6414724 Edm = 0.00306777 NCalls = 153
VariableMetric: Iteration # 45 - FCN = 297335.6373798 Edm = 0.00025996 NCalls = 155
VariableMetric: Iteration # 46 - FCN = 297335.6359957 Edm = 0.000859726 NCalls = 157
VariableMetric: Iteration # 47 - FCN = 297335.5180385 Edm = 0.106329 NCalls = 162
VariableMetric: Iteration # 48 - FCN = 297330.3975799 Edm = 0.587753 NCalls = 166
VariableMetric: Iteration # 49 - FCN = 297329.6615698 Edm = 0.0247607 NCalls = 168
VariableMetric: Iteration # 50 - FCN = 297329.6372484 Edm = 0.00325331 NCalls = 169
VariableMetric: Iteration # 51 - FCN = 297329.6338449 Edm = 0.0011503 NCalls = 171
VariableMetric: Iteration # 52 - FCN = 297329.6290703 Edm = 0.00338769 NCalls = 174
VariableMetric: Iteration # 53 - FCN = 297329.3926053 Edm = 0.247627 NCalls = 179
VariableMetric: Iteration # 54 - FCN = 297328.9240383 Edm = 0.453393 NCalls = 184
VariableMetric: Iteration # 55 - FCN = 297328.88714 Edm = 0.032631 NCalls = 187
VariableMetric: Iteration # 56 - FCN = 297323.0459936 Edm = 1.605 NCalls = 193
VariableMetric: Iteration # 57 - FCN = 297321.3729576 Edm = 0.244208 NCalls = 195
VariableMetric: Iteration # 58 - FCN = 297321.2267944 Edm = 0.04885 NCalls = 197
VariableMetric: Iteration # 59 - FCN = 297321.1812725 Edm = 0.0041992 NCalls = 199
VariableMetric: Iteration # 60 - FCN = 297321.1757107 Edm = 0.000602211 NCalls = 201
VariableMetric: Iteration # 61 - FCN = 297321.1743837 Edm = 0.00110837 NCalls = 203
VariableMetric: Iteration # 62 - FCN = 297321.1682314 Edm = 0.00547167 NCalls = 206
VariableMetric: Iteration # 63 - FCN = 297321.1580494 Edm = 0.0099041 NCalls = 210
VariableMetric: Iteration # 64 - FCN = 297320.5166395 Edm = 0.0721758 NCalls = 217
VariableMetric: Iteration # 65 - FCN = 297317.0108024 Edm = 0.847501 NCalls = 219
VariableMetric: Iteration # 66 - FCN = 297315.7778465 Edm = 0.451506 NCalls = 222
VariableMetric: Iteration # 67 - FCN = 297315.2403127 Edm = 0.469447 NCalls = 224
VariableMetric: Iteration # 68 - FCN = 297315.1038409 Edm = 0.15759 NCalls = 226
VariableMetric: Iteration # 69 - FCN = 297314.9111456 Edm = 0.0703534 NCalls = 228
VariableMetric: Iteration # 70 - FCN = 297314.7911757 Edm = 0.0580333 NCalls = 230
VariableMetric: Iteration # 71 - FCN = 297314.6850282 Edm = 0.0296121 NCalls = 234
VariableMetric: Iteration # 72 - FCN = 297314.663087 Edm = 0.00715276 NCalls = 236
VariableMetric: Iteration # 73 - FCN = 297314.6544299 Edm = 0.000995142 NCalls = 238
VariableMetric: Iteration # 74 - FCN = 297314.6525817 Edm = 0.000316293 NCalls = 240
VariableMetric: Iteration # 75 - FCN = 297314.6513014 Edm = 0.0010581 NCalls = 242
VariableMetric: Iteration # 76 - FCN = 297314.6296685 Edm = 0.0247598 NCalls = 248
VariableMetric: Iteration # 77 - FCN = 297314.6185273 Edm = 0.0112054 NCalls = 253
VariableMetric: Iteration # 78 - FCN = 297314.607811 Edm = 0.0079202 NCalls = 257
VariableMetric: Iteration # 79 - FCN = 297314.2593414 Edm = 0.246352 NCalls = 262
VariableMetric: Iteration # 80 - FCN = 297313.677553 Edm = 1.03105 NCalls = 264
VariableMetric: Iteration # 81 - FCN = 297311.7329115 Edm = 0.626154 NCalls = 268
VariableMetric: Iteration # 82 - FCN = 297310.870746 Edm = 1.4125 NCalls = 271
VariableMetric: Iteration # 83 - FCN = 297308.8300997 Edm = 2.07492 NCalls = 273
VariableMetric: Iteration # 84 - FCN = 297306.5043776 Edm = 0.688416 NCalls = 278
VariableMetric: Iteration # 85 - FCN = 297305.6941542 Edm = 0.2121 NCalls = 282
VariableMetric: Iteration # 86 - FCN = 297305.5227843 Edm = 0.0592908 NCalls = 284
VariableMetric: Iteration # 87 - FCN = 297305.4912112 Edm = 0.0292931 NCalls = 286
VariableMetric: Iteration # 88 - FCN = 297305.4293355 Edm = 0.018238 NCalls = 288
VariableMetric: Iteration # 89 - FCN = 297305.3886164 Edm = 0.00423889 NCalls = 290
VariableMetric: Iteration # 90 - FCN = 297305.3803182 Edm = 0.000544829 NCalls = 292
VariableMetric: Iteration # 91 - FCN = 297305.3793236 Edm = 0.00041253 NCalls = 294
VariableMetric: Iteration # 92 - FCN = 297305.3730519 Edm = 0.00576329 NCalls = 297
VariableMetric: Iteration # 93 - FCN = 297305.3426826 Edm = 0.0299189 NCalls = 302
VariableMetric: Iteration # 94 - FCN = 297304.618718 Edm = 0.558477 NCalls = 306
VariableMetric: Iteration # 95 - FCN = 297301.4569866 Edm = 1.27838 NCalls = 309
VariableMetric: Iteration # 96 - FCN = 297299.5519477 Edm = 2.87218 NCalls = 312
VariableMetric: Iteration # 97 - FCN = 297299.2228579 Edm = 0.171139 NCalls = 314
VariableMetric: Iteration # 98 - FCN = 297299.0349293 Edm = 0.0505734 NCalls = 315
VariableMetric: Iteration # 99 - FCN = 297298.9880679 Edm = 0.0165108 NCalls = 317
VariableMetric: Iteration # 100 - FCN = 297298.9667626 Edm = 0.00833282 NCalls = 319
VariableMetric: Iteration # 101 - FCN = 297298.9480319 Edm = 0.00710527 NCalls = 321
VariableMetric: Iteration # 102 - FCN = 297298.9343379 Edm = 0.00524423 NCalls = 323
VariableMetric: Iteration # 103 - FCN = 297298.9245601 Edm = 0.00187834 NCalls = 325
VariableMetric: Iteration # 104 - FCN = 297298.92085 Edm = 0.000963588 NCalls = 327
VariableMetric: Iteration # 105 - FCN = 297298.9157812 Edm = 0.00261638 NCalls = 329
VariableMetric: Iteration # 106 - FCN = 297298.8269411 Edm = 0.0944278 NCalls = 333
VariableMetric: Iteration # 107 - FCN = 297298.7675468 Edm = 0.055759 NCalls = 337
VariableMetric: Iteration # 108 - FCN = 297298.7062796 Edm = 0.0546401 NCalls = 341
VariableMetric: Iteration # 109 - FCN = 297298.223412 Edm = 0.556564 NCalls = 345
VariableMetric: Iteration # 110 - FCN = 297293.7180603 Edm = 4.28647 NCalls = 350
VariableMetric: Iteration # 111 - FCN = 297293.3614804 Edm = 2.56975 NCalls = 352
VariableMetric: Iteration # 112 - FCN = 297292.0217577 Edm = 0.878958 NCalls = 354
VariableMetric: Iteration # 113 - FCN = 297288.7224653 Edm = 4.8601 NCalls = 357
VariableMetric: Iteration # 114 - FCN = 297287.8878221 Edm = 1.33497 NCalls = 360
VariableMetric: Iteration # 115 - FCN = 297286.6459331 Edm = 0.749925 NCalls = 363
VariableMetric: Iteration # 116 - FCN = 297286.0579715 Edm = 0.124984 NCalls = 365
VariableMetric: Iteration # 117 - FCN = 297285.8974754 Edm = 0.111174 NCalls = 367
VariableMetric: Iteration # 118 - FCN = 297285.6394855 Edm = 0.238974 NCalls = 370
VariableMetric: Iteration # 119 - FCN = 297285.5574169 Edm = 0.01538 NCalls = 372
VariableMetric: Iteration # 120 - FCN = 297285.5406611 Edm = 0.00285237 NCalls = 374
VariableMetric: Iteration # 121 - FCN = 297285.5377198 Edm = 0.000431848 NCalls = 376
VariableMetric: Iteration # 122 - FCN = 297285.5370158 Edm = 0.000273133 NCalls = 378
VariableMetric: Iteration # 123 - FCN = 297285.5266218 Edm = 0.00959733 NCalls = 382
VariableMetric: Iteration # 124 - FCN = 297285.2354621 Edm = 0.217468 NCalls = 387
VariableMetric: Iteration # 125 - FCN = 297283.6625052 Edm = 0.666038 NCalls = 390
VariableMetric: Iteration # 126 - FCN = 297282.9047104 Edm = 0.13047 NCalls = 392
VariableMetric: Iteration # 127 - FCN = 297282.7589066 Edm = 0.0183067 NCalls = 393
VariableMetric: Iteration # 128 - FCN = 297282.7406635 Edm = 0.00348472 NCalls = 395
VariableMetric: Iteration # 129 - FCN = 297282.7367244 Edm = 0.000827387 NCalls = 397
VariableMetric: Iteration # 130 - FCN = 297282.7356536 Edm = 0.000147785 NCalls = 399
VariableMetric: Iteration # 131 - FCN = 297282.7354514 Edm = 8.00585e-05 NCalls = 401
VariableMetric: After Hessian - FCN = 297282.7354514 Edm = 5826.58 NCalls = 888
VariableMetric: Iteration # 132 - FCN = 297282.7354514 Edm = 5826.58 NCalls = 888
VariableMetric: Iteration # 133 - FCN = 297279.1763091 Edm = 156.394 NCalls = 898
VariableMetric: Iteration # 134 - FCN = 297278.3400721 Edm = 1.04586 NCalls = 900
VariableMetric: Iteration # 135 - FCN = 297277.5591241 Edm = 0.0925307 NCalls = 902
VariableMetric: Iteration # 136 - FCN = 297277.1500773 Edm = 0.446967 NCalls = 906
VariableMetric: Iteration # 137 - FCN = 297276.5971436 Edm = 3.03198 NCalls = 911
VariableMetric: Iteration # 138 - FCN = 297276.1861742 Edm = 2.42081 NCalls = 913
VariableMetric: Iteration # 139 - FCN = 297275.8623093 Edm = 0.327357 NCalls = 917
VariableMetric: Iteration # 140 - FCN = 297275.0459654 Edm = 0.505474 NCalls = 923
VariableMetric: Iteration # 141 - FCN = 297274.2275327 Edm = 0.17436 NCalls = 925
VariableMetric: Iteration # 142 - FCN = 297273.8805588 Edm = 0.137021 NCalls = 928
VariableMetric: Iteration # 143 - FCN = 297273.7740655 Edm = 0.0774119 NCalls = 930
VariableMetric: Iteration # 144 - FCN = 297273.6837496 Edm = 0.0241012 NCalls = 932
VariableMetric: Iteration # 145 - FCN = 297273.6428676 Edm = 0.0119911 NCalls = 934
VariableMetric: Iteration # 146 - FCN = 297273.6214134 Edm = 0.00953226 NCalls = 936
VariableMetric: Iteration # 147 - FCN = 297273.6052718 Edm = 0.00516452 NCalls = 938
VariableMetric: Iteration # 148 - FCN = 297273.5884468 Edm = 0.00446221 NCalls = 940
VariableMetric: Iteration # 149 - FCN = 297273.575276 Edm = 0.00533072 NCalls = 942
VariableMetric: Iteration # 150 - FCN = 297273.563758 Edm = 0.00208499 NCalls = 944
VariableMetric: Iteration # 151 - FCN = 297273.5522143 Edm = 0.00167091 NCalls = 947
VariableMetric: Iteration # 152 - FCN = 297273.5490716 Edm = 0.00132747 NCalls = 949
VariableMetric: Iteration # 153 - FCN = 297273.5285238 Edm = 0.00753566 NCalls = 952
VariableMetric: Iteration # 154 - FCN = 297273.5051772 Edm = 0.00818957 NCalls = 954
VariableMetric: Iteration # 155 - FCN = 297273.4719342 Edm = 0.00217348 NCalls = 956
VariableMetric: Iteration # 156 - FCN = 297273.4653266 Edm = 0.00346183 NCalls = 958
VariableMetric: Iteration # 157 - FCN = 297273.4465958 Edm = 0.00531374 NCalls = 961
VariableMetric: Iteration # 158 - FCN = 297273.3927595 Edm = 0.0219933 NCalls = 964
VariableMetric: Iteration # 159 - FCN = 297273.3504653 Edm = 0.00333738 NCalls = 966
VariableMetric: Iteration # 160 - FCN = 297273.3419463 Edm = 0.00219309 NCalls = 968
VariableMetric: Iteration # 161 - FCN = 297273.3379561 Edm = 0.000580048 NCalls = 970
VariableMetric: Iteration # 162 - FCN = 297273.336216 Edm = 0.000370517 NCalls = 972
VariableMetric: Iteration # 163 - FCN = 297273.335466 Edm = 0.000108476 NCalls = 974
VariableMetric: Iteration # 164 - FCN = 297273.3351328 Edm = 8.03815e-05 NCalls = 976
VariableMetric: Iteration # 165 - FCN = 297273.334929 Edm = 2.82302e-05 NCalls = 978
VariableMetric: After Hessian - FCN = 297273.334929 Edm = 5.44629e-05 NCalls = 1465
VariableMetric: Iteration # 166 - FCN = 297273.334929 Edm = 5.44629e-05 NCalls = 1465
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 320633.3614194 Edm = 76.9948 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 320633.3614194 Edm = 76.9948 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 299194.975272 Edm = 20.061 NCalls = 7
VariableMetric: Iteration # 2 - FCN = 298953.0186975 Edm = 48.341 NCalls = 10
VariableMetric: Iteration # 3 - FCN = 298932.7637437 Edm = 0.711783 NCalls = 13
VariableMetric: Iteration # 4 - FCN = 298829.9669398 Edm = 80.8747 NCalls = 19
VariableMetric: Iteration # 5 - FCN = 298290.1634482 Edm = 21.3473 NCalls = 23
VariableMetric: Iteration # 6 - FCN = 298280.1043945 Edm = 0.527183 NCalls = 25
VariableMetric: Iteration # 7 - FCN = 298279.4424862 Edm = 0.330227 NCalls = 27
VariableMetric: Iteration # 8 - FCN = 298259.8336119 Edm = 20.4166 NCalls = 32
VariableMetric: Iteration # 9 - FCN = 298249.1841333 Edm = 9.66598 NCalls = 37
VariableMetric: Iteration # 10 - FCN = 298101.7755717 Edm = 3.77612 NCalls = 41
VariableMetric: Iteration # 11 - FCN = 298098.1646717 Edm = 0.296706 NCalls = 42
VariableMetric: Iteration # 12 - FCN = 298096.7044473 Edm = 1.03257 NCalls = 45
VariableMetric: Iteration # 13 - FCN = 298087.0919426 Edm = 6.78745 NCalls = 48
VariableMetric: Iteration # 14 - FCN = 297883.4339151 Edm = 26.6061 NCalls = 54
VariableMetric: Iteration # 15 - FCN = 297833.4339513 Edm = 7.10574 NCalls = 56
VariableMetric: Iteration # 16 - FCN = 297829.1066757 Edm = 0.103371 NCalls = 58
VariableMetric: Iteration # 17 - FCN = 297828.896561 Edm = 0.0603982 NCalls = 60
VariableMetric: Iteration # 18 - FCN = 297828.6951543 Edm = 0.0713928 NCalls = 62
VariableMetric: Iteration # 19 - FCN = 297826.2993958 Edm = 2.29562 NCalls = 66
VariableMetric: Iteration # 20 - FCN = 297710.9512544 Edm = 10.6066 NCalls = 71
VariableMetric: Iteration # 21 - FCN = 297692.3360334 Edm = 1.66001 NCalls = 73
VariableMetric: Iteration # 22 - FCN = 297690.1848709 Edm = 1.26688 NCalls = 75
VariableMetric: Iteration # 23 - FCN = 297689.129321 Edm = 0.380333 NCalls = 77
VariableMetric: Iteration # 24 - FCN = 297688.8537332 Edm = 0.128764 NCalls = 79
VariableMetric: Iteration # 25 - FCN = 297688.7315149 Edm = 0.0120152 NCalls = 81
VariableMetric: Iteration # 26 - FCN = 297688.4765908 Edm = 0.207464 NCalls = 85
VariableMetric: Iteration # 27 - FCN = 297658.5200987 Edm = 28.522 NCalls = 90
VariableMetric: Iteration # 28 - FCN = 297567.7239153 Edm = 37.1192 NCalls = 93
VariableMetric: Iteration # 29 - FCN = 297550.5243185 Edm = 7.016 NCalls = 95
VariableMetric: Iteration # 30 - FCN = 297538.453323 Edm = 3.5303 NCalls = 98
VariableMetric: Iteration # 31 - FCN = 297530.8486163 Edm = 5.29946 NCalls = 105
VariableMetric: Iteration # 32 - FCN = 297527.2340844 Edm = 6.74248 NCalls = 108
VariableMetric: Iteration # 33 - FCN = 297523.3839979 Edm = 1.50314 NCalls = 110
VariableMetric: Iteration # 34 - FCN = 297521.159158 Edm = 0.313543 NCalls = 112
VariableMetric: Iteration # 35 - FCN = 297520.1567533 Edm = 0.151709 NCalls = 115
VariableMetric: Iteration # 36 - FCN = 297520.0227247 Edm = 0.0065354 NCalls = 117
VariableMetric: Iteration # 37 - FCN = 297520.0148237 Edm = 0.00540317 NCalls = 119
VariableMetric: Iteration # 38 - FCN = 297519.9959411 Edm = 0.0172651 NCalls = 122
VariableMetric: Iteration # 39 - FCN = 297519.6562952 Edm = 0.32805 NCalls = 127
VariableMetric: Iteration # 40 - FCN = 297519.5949739 Edm = 0.0592152 NCalls = 131
VariableMetric: Iteration # 41 - FCN = 297515.1628315 Edm = 0.505133 NCalls = 138
VariableMetric: Iteration # 42 - FCN = 297495.0184589 Edm = 12.0348 NCalls = 145
VariableMetric: Iteration # 43 - FCN = 297478.0542652 Edm = 19.1947 NCalls = 152
VariableMetric: Iteration # 44 - FCN = 297474.1695581 Edm = 12.9888 NCalls = 154
VariableMetric: Iteration # 45 - FCN = 297469.0911199 Edm = 4.30666 NCalls = 157
VariableMetric: Iteration # 46 - FCN = 297466.7300677 Edm = 0.115968 NCalls = 159
VariableMetric: Iteration # 47 - FCN = 297466.6121272 Edm = 0.0112765 NCalls = 160
VariableMetric: Iteration # 48 - FCN = 297466.5965698 Edm = 0.00881014 NCalls = 162
VariableMetric: Iteration # 49 - FCN = 297466.4881768 Edm = 0.107912 NCalls = 166
VariableMetric: Iteration # 50 - FCN = 297465.4044526 Edm = 0.427946 NCalls = 172
VariableMetric: Iteration # 51 - FCN = 297464.8536673 Edm = 0.0181873 NCalls = 174
VariableMetric: Iteration # 52 - FCN = 297464.8332673 Edm = 0.00150364 NCalls = 176
VariableMetric: Iteration # 53 - FCN = 297464.8189379 Edm = 0.0121514 NCalls = 179
VariableMetric: Iteration # 54 - FCN = 297458.6930542 Edm = 4.9021 NCalls = 186
VariableMetric: Iteration # 55 - FCN = 297440.1673878 Edm = 2.00069 NCalls = 189
VariableMetric: Iteration # 56 - FCN = 297438.0939932 Edm = 0.27449 NCalls = 191
VariableMetric: Iteration # 57 - FCN = 297437.8837545 Edm = 0.0355029 NCalls = 193
VariableMetric: Iteration # 58 - FCN = 297437.8329555 Edm = 0.0132217 NCalls = 195
VariableMetric: Iteration # 59 - FCN = 297437.8143838 Edm = 0.00319039 NCalls = 197
VariableMetric: Iteration # 60 - FCN = 297437.8099002 Edm = 0.000937716 NCalls = 199
VariableMetric: Iteration # 61 - FCN = 297437.8047353 Edm = 0.00216286 NCalls = 202
VariableMetric: Iteration # 62 - FCN = 297437.7938719 Edm = 0.00937057 NCalls = 204
VariableMetric: Iteration # 63 - FCN = 297436.5027003 Edm = 1.1155 NCalls = 211
VariableMetric: Iteration # 64 - FCN = 297424.2105063 Edm = 0.764723 NCalls = 215
VariableMetric: Iteration # 65 - FCN = 297423.7784063 Edm = 0.231839 NCalls = 217
VariableMetric: Iteration # 66 - FCN = 297423.6352279 Edm = 0.0343452 NCalls = 219
VariableMetric: Iteration # 67 - FCN = 297423.6101162 Edm = 0.00578316 NCalls = 221
VariableMetric: Iteration # 68 - FCN = 297423.5982305 Edm = 0.00108494 NCalls = 223
VariableMetric: Iteration # 69 - FCN = 297423.5965676 Edm = 0.000350899 NCalls = 225
VariableMetric: Iteration # 70 - FCN = 297423.5930291 Edm = 0.00347242 NCalls = 228
VariableMetric: Iteration # 71 - FCN = 297423.5114038 Edm = 0.0963444 NCalls = 234
VariableMetric: Iteration # 72 - FCN = 297423.4694544 Edm = 0.0414907 NCalls = 239
VariableMetric: Iteration # 73 - FCN = 297423.3003475 Edm = 0.165337 NCalls = 246
VariableMetric: Iteration # 74 - FCN = 297415.5443405 Edm = 0.455877 NCalls = 252
VariableMetric: Iteration # 75 - FCN = 297414.902293 Edm = 0.154909 NCalls = 254
VariableMetric: Iteration # 76 - FCN = 297414.4705427 Edm = 0.201373 NCalls = 258
VariableMetric: Iteration # 77 - FCN = 297414.2712545 Edm = 0.154914 NCalls = 261
VariableMetric: Iteration # 78 - FCN = 297414.0340287 Edm = 0.127236 NCalls = 264
VariableMetric: Iteration # 79 - FCN = 297413.9036699 Edm = 0.287107 NCalls = 265
VariableMetric: Iteration # 80 - FCN = 297413.8211291 Edm = 0.053749 NCalls = 266
VariableMetric: Iteration # 81 - FCN = 297413.7694169 Edm = 0.00349819 NCalls = 269
VariableMetric: Iteration # 82 - FCN = 297413.7640221 Edm = 0.00124645 NCalls = 271
VariableMetric: Iteration # 83 - FCN = 297413.74303 Edm = 0.0224 NCalls = 275
VariableMetric: Iteration # 84 - FCN = 297413.3477014 Edm = 0.453521 NCalls = 282
VariableMetric: Iteration # 85 - FCN = 297413.338859 Edm = 0.00957987 NCalls = 285
VariableMetric: Iteration # 86 - FCN = 297413.237713 Edm = 0.139028 NCalls = 290
VariableMetric: Iteration # 87 - FCN = 297412.5013984 Edm = 0.584087 NCalls = 297
VariableMetric: Iteration # 88 - FCN = 297408.3840519 Edm = 0.729611 NCalls = 301
VariableMetric: Iteration # 89 - FCN = 297407.6532707 Edm = 0.290355 NCalls = 302
VariableMetric: Iteration # 90 - FCN = 297407.3765533 Edm = 0.121256 NCalls = 304
VariableMetric: Iteration # 91 - FCN = 297407.2078414 Edm = 0.0534291 NCalls = 306
VariableMetric: Iteration # 92 - FCN = 297407.125577 Edm = 0.0254072 NCalls = 308
VariableMetric: Iteration # 93 - FCN = 297407.0924137 Edm = 0.00970993 NCalls = 310
VariableMetric: Iteration # 94 - FCN = 297407.0746327 Edm = 0.00516763 NCalls = 313
VariableMetric: Iteration # 95 - FCN = 297407.066616 Edm = 0.00328614 NCalls = 315
VariableMetric: Iteration # 96 - FCN = 297407.062703 Edm = 0.00163259 NCalls = 318
VariableMetric: Iteration # 97 - FCN = 297407.0601073 Edm = 0.000926575 NCalls = 321
VariableMetric: Iteration # 98 - FCN = 297407.0576123 Edm = 0.00134206 NCalls = 323
VariableMetric: Iteration # 99 - FCN = 297407.0562004 Edm = 0.00162967 NCalls = 325
VariableMetric: Iteration # 100 - FCN = 297407.0522405 Edm = 0.00196576 NCalls = 330
VariableMetric: Iteration # 101 - FCN = 297407.046985 Edm = 0.0172192 NCalls = 335
VariableMetric: Iteration # 102 - FCN = 297407.0381737 Edm = 0.0101643 NCalls = 337
VariableMetric: Iteration # 103 - FCN = 297407.0213643 Edm = 0.0103214 NCalls = 344
VariableMetric: Iteration # 104 - FCN = 297407.0094958 Edm = 0.0123097 NCalls = 347
VariableMetric: Iteration # 105 - FCN = 297407.0018558 Edm = 0.00455564 NCalls = 350
VariableMetric: Iteration # 106 - FCN = 297406.9970307 Edm = 0.00716708 NCalls = 353
VariableMetric: Iteration # 107 - FCN = 297406.9849965 Edm = 0.00462717 NCalls = 356
VariableMetric: Iteration # 108 - FCN = 297406.9633805 Edm = 0.0106142 NCalls = 360
VariableMetric: Iteration # 109 - FCN = 297406.8536651 Edm = 0.0929773 NCalls = 363
VariableMetric: Iteration # 110 - FCN = 297406.4242637 Edm = 0.736183 NCalls = 366
VariableMetric: Iteration # 111 - FCN = 297405.0835773 Edm = 0.477011 NCalls = 372
VariableMetric: Iteration # 112 - FCN = 297404.3795094 Edm = 0.0298699 NCalls = 374
VariableMetric: Iteration # 113 - FCN = 297404.3564749 Edm = 0.0150077 NCalls = 376
VariableMetric: Iteration # 114 - FCN = 297404.3411765 Edm = 0.00490984 NCalls = 378
VariableMetric: Iteration # 115 - FCN = 297404.3345222 Edm = 0.000409802 NCalls = 380
VariableMetric: Iteration # 116 - FCN = 297404.3340152 Edm = 8.48319e-05 NCalls = 382
VariableMetric: Iteration # 117 - FCN = 297404.3333004 Edm = 0.000719194 NCalls = 385
VariableMetric: Iteration # 118 - FCN = 297404.3056104 Edm = 0.0320022 NCalls = 391
VariableMetric: Iteration # 119 - FCN = 297404.3039787 Edm = 0.001573 NCalls = 395
VariableMetric: Iteration # 120 - FCN = 297404.1631996 Edm = 0.00924336 NCalls = 402
VariableMetric: Iteration # 121 - FCN = 297402.825683 Edm = 0.429184 NCalls = 404
VariableMetric: Iteration # 122 - FCN = 297401.8345578 Edm = 0.192379 NCalls = 407
VariableMetric: Iteration # 123 - FCN = 297401.6752059 Edm = 0.042282 NCalls = 409
VariableMetric: Iteration # 124 - FCN = 297401.6547958 Edm = 0.01481 NCalls = 411
VariableMetric: Iteration # 125 - FCN = 297401.6339808 Edm = 0.0049585 NCalls = 413
VariableMetric: Iteration # 126 - FCN = 297401.627064 Edm = 0.000906511 NCalls = 415
VariableMetric: Iteration # 127 - FCN = 297401.6261608 Edm = 7.08146e-05 NCalls = 417
VariableMetric: Iteration # 128 - FCN = 297401.6260694 Edm = 2.08049e-05 NCalls = 419
VariableMetric: After Hessian - FCN = 297401.6260694 Edm = 1.15886 NCalls = 902
VariableMetric: Iteration # 129 - FCN = 297401.6260694 Edm = 1.15886 NCalls = 902
VariableMetric: Iteration # 130 - FCN = 297401.3831442 Edm = 0.890909 NCalls = 904
VariableMetric: Iteration # 131 - FCN = 297400.4704947 Edm = 0.0608019 NCalls = 906
VariableMetric: Iteration # 132 - FCN = 297400.3682066 Edm = 0.0101145 NCalls = 916
VariableMetric: Iteration # 133 - FCN = 297400.36183 Edm = 0.0232972 NCalls = 918
VariableMetric: Iteration # 134 - FCN = 297400.3457427 Edm = 0.0195528 NCalls = 921
VariableMetric: Iteration # 135 - FCN = 297400.3225368 Edm = 0.0124259 NCalls = 924
VariableMetric: Iteration # 136 - FCN = 297400.2985068 Edm = 0.0129649 NCalls = 927
VariableMetric: Iteration # 137 - FCN = 297400.2815967 Edm = 0.00660927 NCalls = 929
VariableMetric: Iteration # 138 - FCN = 297400.2666128 Edm = 0.00847667 NCalls = 932
VariableMetric: Iteration # 139 - FCN = 297400.2605633 Edm = 0.00279976 NCalls = 934
VariableMetric: Iteration # 140 - FCN = 297400.2571901 Edm = 0.000191592 NCalls = 936
VariableMetric: Iteration # 141 - FCN = 297400.2567198 Edm = 0.000102415 NCalls = 938
VariableMetric: Iteration # 142 - FCN = 297400.2564444 Edm = 7.15701e-05 NCalls = 940
VariableMetric: Iteration # 143 - FCN = 297400.2562271 Edm = 8.55635e-05 NCalls = 942
VariableMetric: Iteration # 144 - FCN = 297400.2560466 Edm = 8.57962e-05 NCalls = 944
VariableMetric: Iteration # 145 - FCN = 297400.2559132 Edm = 3.0164e-05 NCalls = 947
VariableMetric: After Hessian - FCN = 297400.2559132 Edm = 0.000130699 NCalls = 1440
VariableMetric: Iteration # 146 - FCN = 297400.2559132 Edm = 0.000130699 NCalls = 1440
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 310450.1290452 Edm = 73.7081 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 310450.1290452 Edm = 73.7081 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 303055.1830641 Edm = 10.8665 NCalls = 8
VariableMetric: Iteration # 2 - FCN = 302891.5197908 Edm = 78.4397 NCalls = 10
VariableMetric: Iteration # 3 - FCN = 302806.9771214 Edm = 64.0469 NCalls = 12
VariableMetric: Iteration # 4 - FCN = 300070.3171853 Edm = 32.5445 NCalls = 21
VariableMetric: Iteration # 5 - FCN = 299717.0679904 Edm = 80.8119 NCalls = 24
VariableMetric: Iteration # 6 - FCN = 298545.1923225 Edm = 164.873 NCalls = 32
VariableMetric: Iteration # 7 - FCN = 298114.1927214 Edm = 328.701 NCalls = 38
VariableMetric: Iteration # 8 - FCN = 297976.9582466 Edm = 307.718 NCalls = 42
VariableMetric: Iteration # 9 - FCN = 297855.4576578 Edm = 6.02326 NCalls = 44
VariableMetric: Iteration # 10 - FCN = 297850.9359535 Edm = 0.404002 NCalls = 46
VariableMetric: Iteration # 11 - FCN = 297845.1558086 Edm = 10.0701 NCalls = 49
VariableMetric: Iteration # 12 - FCN = 297734.1682178 Edm = 62.4411 NCalls = 56
VariableMetric: Iteration # 13 - FCN = 297656.8731163 Edm = 10.0904 NCalls = 58
VariableMetric: Iteration # 14 - FCN = 297649.4239815 Edm = 0.777449 NCalls = 60
VariableMetric: Iteration # 15 - FCN = 297648.6763134 Edm = 0.14359 NCalls = 62
VariableMetric: Iteration # 16 - FCN = 297647.2200122 Edm = 2.00289 NCalls = 65
VariableMetric: Iteration # 17 - FCN = 297643.6061632 Edm = 2.84194 NCalls = 69
VariableMetric: Iteration # 18 - FCN = 297612.8521195 Edm = 5.01138 NCalls = 75
VariableMetric: Iteration # 19 - FCN = 297609.6785672 Edm = 0.715931 NCalls = 77
VariableMetric: Iteration # 20 - FCN = 297609.2693598 Edm = 0.11865 NCalls = 79
VariableMetric: Iteration # 21 - FCN = 297609.0228056 Edm = 0.191693 NCalls = 81
VariableMetric: Iteration # 22 - FCN = 297595.9856237 Edm = 12.9937 NCalls = 87
VariableMetric: Iteration # 23 - FCN = 297595.498808 Edm = 0.367465 NCalls = 90
VariableMetric: Iteration # 24 - FCN = 297571.3701767 Edm = 10.1374 NCalls = 98
VariableMetric: Iteration # 25 - FCN = 297518.9074966 Edm = 20.6731 NCalls = 100
VariableMetric: Iteration # 26 - FCN = 297455.1211415 Edm = 2.09101 NCalls = 103
VariableMetric: Iteration # 27 - FCN = 297451.7524225 Edm = 1.29845 NCalls = 105
VariableMetric: Iteration # 28 - FCN = 297451.069854 Edm = 0.240836 NCalls = 107
VariableMetric: Iteration # 29 - FCN = 297450.5735466 Edm = 0.326048 NCalls = 109
VariableMetric: Iteration # 30 - FCN = 297447.9698455 Edm = 3.40018 NCalls = 113
VariableMetric: Iteration # 31 - FCN = 297433.8904361 Edm = 9.61355 NCalls = 118
VariableMetric: Iteration # 32 - FCN = 297375.3652625 Edm = 1.61735 NCalls = 121
VariableMetric: Iteration # 33 - FCN = 297372.4666594 Edm = 0.139494 NCalls = 124
VariableMetric: Iteration # 34 - FCN = 297372.2144127 Edm = 0.0197864 NCalls = 126
VariableMetric: Iteration # 35 - FCN = 297372.1867223 Edm = 0.00827402 NCalls = 128
VariableMetric: Iteration # 36 - FCN = 297372.0682666 Edm = 0.0724796 NCalls = 131
VariableMetric: Iteration # 37 - FCN = 297371.3626525 Edm = 0.456716 NCalls = 134
VariableMetric: Iteration # 38 - FCN = 297349.7362004 Edm = 3.43552 NCalls = 138
VariableMetric: Iteration # 39 - FCN = 297339.9522208 Edm = 13.6667 NCalls = 141
VariableMetric: Iteration # 40 - FCN = 297333.0651993 Edm = 3.36951 NCalls = 144
VariableMetric: Iteration # 41 - FCN = 297326.7693494 Edm = 2.00996 NCalls = 147
VariableMetric: Iteration # 42 - FCN = 297321.4354852 Edm = 1.30726 NCalls = 150
VariableMetric: Iteration # 43 - FCN = 297319.3992807 Edm = 0.419554 NCalls = 153
VariableMetric: Iteration # 44 - FCN = 297319.0426743 Edm = 0.887098 NCalls = 156
VariableMetric: Iteration # 45 - FCN = 297318.1334846 Edm = 0.368747 NCalls = 159
VariableMetric: Iteration # 46 - FCN = 297317.6685467 Edm = 0.860464 NCalls = 161
VariableMetric: Iteration # 47 - FCN = 297317.2903121 Edm = 0.107427 NCalls = 163
VariableMetric: Iteration # 48 - FCN = 297317.1577843 Edm = 0.0268524 NCalls = 166
VariableMetric: Iteration # 49 - FCN = 297317.1281302 Edm = 0.0090741 NCalls = 168
VariableMetric: Iteration # 50 - FCN = 297317.0912394 Edm = 0.0301436 NCalls = 171
VariableMetric: Iteration # 51 - FCN = 297316.5415465 Edm = 0.469281 NCalls = 175
VariableMetric: Iteration # 52 - FCN = 297309.5996947 Edm = 7.98046 NCalls = 179
VariableMetric: Iteration # 53 - FCN = 297305.2082858 Edm = 3.91497 NCalls = 183
VariableMetric: Iteration # 54 - FCN = 297296.8762416 Edm = 3.51632 NCalls = 187
VariableMetric: Iteration # 55 - FCN = 297289.052282 Edm = 0.335511 NCalls = 190
VariableMetric: Iteration # 56 - FCN = 297288.636146 Edm = 0.0785184 NCalls = 192
VariableMetric: Iteration # 57 - FCN = 297288.5393428 Edm = 0.0116483 NCalls = 194
VariableMetric: Iteration # 58 - FCN = 297288.5279023 Edm = 0.00229663 NCalls = 195
VariableMetric: Iteration # 59 - FCN = 297288.513033 Edm = 0.0109994 NCalls = 198
VariableMetric: Iteration # 60 - FCN = 297288.4011565 Edm = 0.0846524 NCalls = 201
VariableMetric: Iteration # 61 - FCN = 297276.0921895 Edm = 5.26263 NCalls = 207
VariableMetric: Iteration # 62 - FCN = 297266.9939988 Edm = 1.40927 NCalls = 210
VariableMetric: Iteration # 63 - FCN = 297265.9743281 Edm = 0.115206 NCalls = 212
VariableMetric: Iteration # 64 - FCN = 297265.8516872 Edm = 0.00663576 NCalls = 214
VariableMetric: Iteration # 65 - FCN = 297265.8421291 Edm = 0.00170937 NCalls = 216
VariableMetric: Iteration # 66 - FCN = 297265.840208 Edm = 0.000811606 NCalls = 218
VariableMetric: Iteration # 67 - FCN = 297265.8388487 Edm = 0.00045843 NCalls = 220
VariableMetric: Iteration # 68 - FCN = 297265.8326553 Edm = 0.00443404 NCalls = 223
VariableMetric: Iteration # 69 - FCN = 297265.6887335 Edm = 0.0984347 NCalls = 227
VariableMetric: Iteration # 70 - FCN = 297261.8721939 Edm = 2.22607 NCalls = 231
VariableMetric: Iteration # 71 - FCN = 297256.746529 Edm = 0.376996 NCalls = 233
VariableMetric: Iteration # 72 - FCN = 297256.1519666 Edm = 0.0348654 NCalls = 236
VariableMetric: Iteration # 73 - FCN = 297256.1101912 Edm = 0.00281828 NCalls = 238
VariableMetric: Iteration # 74 - FCN = 297256.1066298 Edm = 0.000146214 NCalls = 240
VariableMetric: Iteration # 75 - FCN = 297256.1063848 Edm = 0.00015183 NCalls = 242
VariableMetric: Iteration # 76 - FCN = 297256.1026353 Edm = 0.00429757 NCalls = 247
VariableMetric: Iteration # 77 - FCN = 297256.0300536 Edm = 0.0762788 NCalls = 254
VariableMetric: Iteration # 78 - FCN = 297256.0285317 Edm = 0.00146989 NCalls = 258
VariableMetric: Iteration # 79 - FCN = 297255.9046219 Edm = 0.0246013 NCalls = 265
VariableMetric: Iteration # 80 - FCN = 297255.8012779 Edm = 0.000647399 NCalls = 267
VariableMetric: Iteration # 81 - FCN = 297255.8006241 Edm = 8.99958e-05 NCalls = 269
VariableMetric: Iteration # 82 - FCN = 297255.7992972 Edm = 0.0011822 NCalls = 273
VariableMetric: Iteration # 83 - FCN = 297255.7763342 Edm = 0.0225782 NCalls = 277
VariableMetric: Iteration # 84 - FCN = 297255.3191038 Edm = 0.352283 NCalls = 284
VariableMetric: Iteration # 85 - FCN = 297253.1755484 Edm = 0.0605791 NCalls = 287
VariableMetric: Iteration # 86 - FCN = 297253.0999271 Edm = 0.00137361 NCalls = 289
VariableMetric: Iteration # 87 - FCN = 297253.0984786 Edm = 4.09046e-05 NCalls = 291
VariableMetric: After Hessian - FCN = 297253.0984786 Edm = 2.01698 NCalls = 768
VariableMetric: Iteration # 88 - FCN = 297253.0984786 Edm = 2.01698 NCalls = 768
VariableMetric: Iteration # 89 - FCN = 297252.9114801 Edm = 1.26675 NCalls = 770
VariableMetric: Iteration # 90 - FCN = 297251.6510898 Edm = 0.354532 NCalls = 771
VariableMetric: Iteration # 91 - FCN = 297251.5212884 Edm = 0.208665 NCalls = 774
VariableMetric: Iteration # 92 - FCN = 297251.3657335 Edm = 0.0613488 NCalls = 777
VariableMetric: Iteration # 93 - FCN = 297251.2806205 Edm = 0.0678501 NCalls = 780
VariableMetric: Iteration # 94 - FCN = 297251.2526854 Edm = 0.0284544 NCalls = 782
VariableMetric: Iteration # 95 - FCN = 297251.2229195 Edm = 0.0267805 NCalls = 784
VariableMetric: Iteration # 96 - FCN = 297251.1779027 Edm = 0.0638188 NCalls = 786
VariableMetric: Iteration # 97 - FCN = 297251.1644869 Edm = 0.0122289 NCalls = 789
VariableMetric: Iteration # 98 - FCN = 297251.0949515 Edm = 0.0290201 NCalls = 794
VariableMetric: Iteration # 99 - FCN = 297251.038161 Edm = 0.0614103 NCalls = 796
VariableMetric: Iteration # 100 - FCN = 297251.0239236 Edm = 0.0315659 NCalls = 798
VariableMetric: Iteration # 101 - FCN = 297250.968007 Edm = 0.0190908 NCalls = 802
VariableMetric: Iteration # 102 - FCN = 297250.939205 Edm = 0.0286142 NCalls = 804
VariableMetric: Iteration # 103 - FCN = 297250.9213684 Edm = 0.0262679 NCalls = 807
VariableMetric: Iteration # 104 - FCN = 297250.8964848 Edm = 0.0461122 NCalls = 809
VariableMetric: Iteration # 105 - FCN = 297250.8701655 Edm = 0.0257562 NCalls = 812
VariableMetric: Iteration # 106 - FCN = 297250.8541493 Edm = 0.0244886 NCalls = 815
VariableMetric: Iteration # 107 - FCN = 297250.8189548 Edm = 0.0290905 NCalls = 818
VariableMetric: Iteration # 108 - FCN = 297250.7639757 Edm = 0.0102259 NCalls = 821
VariableMetric: Iteration # 109 - FCN = 297250.7469419 Edm = 0.0161229 NCalls = 824
VariableMetric: Iteration # 110 - FCN = 297250.7367882 Edm = 0.0059095 NCalls = 826
VariableMetric: Iteration # 111 - FCN = 297250.7256181 Edm = 0.00349077 NCalls = 829
VariableMetric: Iteration # 112 - FCN = 297250.7198771 Edm = 0.00302879 NCalls = 831
VariableMetric: Iteration # 113 - FCN = 297250.7156569 Edm = 0.00226644 NCalls = 834
VariableMetric: Iteration # 114 - FCN = 297250.7100875 Edm = 0.000878244 NCalls = 836
VariableMetric: Iteration # 115 - FCN = 297250.7084741 Edm = 0.000384907 NCalls = 838
VariableMetric: Iteration # 116 - FCN = 297250.7076384 Edm = 0.00025727 NCalls = 840
VariableMetric: Iteration # 117 - FCN = 297250.7071446 Edm = 0.000197186 NCalls = 842
VariableMetric: Iteration # 118 - FCN = 297250.7069753 Edm = 0.000147647 NCalls = 844
VariableMetric: Iteration # 119 - FCN = 297250.7068324 Edm = 4.82879e-05 NCalls = 846
VariableMetric: After Hessian - FCN = 297250.7068324 Edm = 0.0251086 NCalls = 1331
VariableMetric: Iteration # 120 - FCN = 297250.7068324 Edm = 0.0251086 NCalls = 1331
VariableMetric: Iteration # 121 - FCN = 297250.7065604 Edm = 0.00137729 NCalls = 1334
VariableMetric: Iteration # 122 - FCN = 297250.7050723 Edm = 0.000311813 NCalls = 1336
VariableMetric: Iteration # 123 - FCN = 297250.7045849 Edm = 0.000138106 NCalls = 1338
VariableMetric: Iteration # 124 - FCN = 297250.7044106 Edm = 7.34184e-05 NCalls = 1340
VariableMetric: Iteration # 125 - FCN = 297250.7040535 Edm = 0.000183012 NCalls = 1344
VariableMetric: Iteration # 126 - FCN = 297250.7036094 Edm = 6.10061e-05 NCalls = 1346
VariableMetric: Iteration # 127 - FCN = 297250.7035506 Edm = 1.99965e-05 NCalls = 1348
VariableMetric: After Hessian - FCN = 297250.7035506 Edm = 3.21454e-05 NCalls = 1833
VariableMetric: Iteration # 128 - FCN = 297250.7035506 Edm = 3.21454e-05 NCalls = 1833
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 307752.2616411 Edm = 62.0334 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 307752.2616411 Edm = 62.0334 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 302133.7911539 Edm = 48.3065 NCalls = 8
VariableMetric: Iteration # 2 - FCN = 301683.5815189 Edm = 8.2064 NCalls = 10
VariableMetric: Iteration # 3 - FCN = 301681.6051634 Edm = 1.7072 NCalls = 12
VariableMetric: Iteration # 4 - FCN = 300983.3741931 Edm = 491.487 NCalls = 20
VariableMetric: Iteration # 5 - FCN = 299503.1202514 Edm = 309.034 NCalls = 24
VariableMetric: Iteration # 6 - FCN = 299359.5376576 Edm = 101.951 NCalls = 26
VariableMetric: Iteration # 7 - FCN = 299327.1250493 Edm = 4.27757 NCalls = 28
VariableMetric: Iteration # 8 - FCN = 299254.8181549 Edm = 79.2562 NCalls = 32
VariableMetric: Iteration # 9 - FCN = 297949.9839395 Edm = 87.406 NCalls = 40
VariableMetric: Iteration # 10 - FCN = 297631.0782417 Edm = 19.1716 NCalls = 42
VariableMetric: Iteration # 11 - FCN = 297590.301958 Edm = 5.40371 NCalls = 44
VariableMetric: Iteration # 12 - FCN = 297557.9208806 Edm = 3.85445 NCalls = 48
VariableMetric: Iteration # 13 - FCN = 297548.0105792 Edm = 0.353711 NCalls = 51
VariableMetric: Iteration # 14 - FCN = 297547.6313352 Edm = 0.0208021 NCalls = 53
VariableMetric: Iteration # 15 - FCN = 297546.4212984 Edm = 1.17655 NCalls = 58
VariableMetric: Iteration # 16 - FCN = 297523.6904398 Edm = 11.4734 NCalls = 62
VariableMetric: Iteration # 17 - FCN = 297479.6203137 Edm = 13.1418 NCalls = 65
VariableMetric: Iteration # 18 - FCN = 297471.3002357 Edm = 0.584254 NCalls = 67
VariableMetric: Iteration # 19 - FCN = 297470.6539967 Edm = 0.0355671 NCalls = 69
VariableMetric: Iteration # 20 - FCN = 297470.2427573 Edm = 0.575002 NCalls = 72
VariableMetric: Iteration # 21 - FCN = 297463.6580518 Edm = 5.52993 NCalls = 78
VariableMetric: Iteration # 22 - FCN = 297365.8193905 Edm = 54.7296 NCalls = 85
VariableMetric: Iteration # 23 - FCN = 297355.3409136 Edm = 35.9456 NCalls = 88
VariableMetric: Iteration # 24 - FCN = 297334.7017 Edm = 7.06362 NCalls = 91
VariableMetric: Iteration # 25 - FCN = 297329.2804255 Edm = 0.293073 NCalls = 93
VariableMetric: Iteration # 26 - FCN = 297329.09007 Edm = 0.00610656 NCalls = 95
VariableMetric: Iteration # 27 - FCN = 297329.0107744 Edm = 0.0779509 NCalls = 98
VariableMetric: Iteration # 28 - FCN = 297319.3946859 Edm = 0.852369 NCalls = 105
VariableMetric: Iteration # 29 - FCN = 297280.6877892 Edm = 5.43237 NCalls = 109
VariableMetric: Iteration # 30 - FCN = 297270.2519653 Edm = 0.886581 NCalls = 111
VariableMetric: Iteration # 31 - FCN = 297269.0995055 Edm = 0.119691 NCalls = 113
VariableMetric: Iteration # 32 - FCN = 297268.9157149 Edm = 0.0206653 NCalls = 115
VariableMetric: Iteration # 33 - FCN = 297268.8844439 Edm = 0.00289795 NCalls = 117
VariableMetric: Iteration # 34 - FCN = 297268.834205 Edm = 0.0212111 NCalls = 121
VariableMetric: Iteration # 35 - FCN = 297268.6427494 Edm = 0.144737 NCalls = 124
VariableMetric: Iteration # 36 - FCN = 297262.0346829 Edm = 1.56765 NCalls = 128
VariableMetric: Iteration # 37 - FCN = 297259.5408883 Edm = 0.0729682 NCalls = 130
VariableMetric: Iteration # 38 - FCN = 297259.4792207 Edm = 0.0021449 NCalls = 132
VariableMetric: Iteration # 39 - FCN = 297259.4754842 Edm = 0.00189045 NCalls = 134
VariableMetric: Iteration # 40 - FCN = 297259.4224783 Edm = 0.0463367 NCalls = 139
VariableMetric: Iteration # 41 - FCN = 297250.9502024 Edm = 6.50508 NCalls = 145
VariableMetric: Iteration # 42 - FCN = 297241.3589232 Edm = 7.44087 NCalls = 147
VariableMetric: Iteration # 43 - FCN = 297235.5635729 Edm = 0.889114 NCalls = 149
VariableMetric: Iteration # 44 - FCN = 297233.7867879 Edm = 1.56516 NCalls = 152
VariableMetric: Iteration # 45 - FCN = 297232.8689526 Edm = 0.353871 NCalls = 154
VariableMetric: Iteration # 46 - FCN = 297232.2188333 Edm = 0.0792773 NCalls = 157
VariableMetric: Iteration # 47 - FCN = 297232.1308203 Edm = 0.00847033 NCalls = 159
VariableMetric: Iteration # 48 - FCN = 297232.122143 Edm = 0.0013269 NCalls = 160
VariableMetric: Iteration # 49 - FCN = 297232.0949151 Edm = 0.0217946 NCalls = 164
VariableMetric: Iteration # 50 - FCN = 297231.4031279 Edm = 0.460808 NCalls = 168
VariableMetric: Iteration # 51 - FCN = 297205.1284276 Edm = 11.2962 NCalls = 174
VariableMetric: Iteration # 52 - FCN = 297195.0329706 Edm = 10.1951 NCalls = 176
VariableMetric: Iteration # 53 - FCN = 297187.0570307 Edm = 1.38643 NCalls = 178
VariableMetric: Iteration # 54 - FCN = 297185.4708171 Edm = 0.476238 NCalls = 180
VariableMetric: Iteration # 55 - FCN = 297184.9954588 Edm = 0.0397496 NCalls = 182
VariableMetric: Iteration # 56 - FCN = 297184.951539 Edm = 0.00270139 NCalls = 184
VariableMetric: Iteration # 57 - FCN = 297184.9482783 Edm = 0.000778925 NCalls = 186
VariableMetric: Iteration # 58 - FCN = 297184.9414865 Edm = 0.00825399 NCalls = 189
VariableMetric: Iteration # 59 - FCN = 297184.6191407 Edm = 0.350192 NCalls = 196
VariableMetric: Iteration # 60 - FCN = 297184.6144006 Edm = 0.00426165 NCalls = 199
VariableMetric: Iteration # 61 - FCN = 297183.6867003 Edm = 0.194023 NCalls = 206
VariableMetric: Iteration # 62 - FCN = 297178.1322058 Edm = 2.78779 NCalls = 208
VariableMetric: Iteration # 63 - FCN = 297169.4548792 Edm = 0.263193 NCalls = 210
VariableMetric: Iteration # 64 - FCN = 297169.048546 Edm = 0.0634544 NCalls = 212
VariableMetric: Iteration # 65 - FCN = 297168.9153988 Edm = 0.0566154 NCalls = 215
VariableMetric: Iteration # 66 - FCN = 297168.5973918 Edm = 0.392235 NCalls = 224
VariableMetric: Iteration # 67 - FCN = 297168.1795366 Edm = 1.94511 NCalls = 229
VariableMetric: Iteration # 68 - FCN = 297168.0519377 Edm = 0.312697 NCalls = 232
VariableMetric: Iteration # 69 - FCN = 297166.7151106 Edm = 0.977209 NCalls = 236
VariableMetric: Iteration # 70 - FCN = 297164.9628415 Edm = 1.4326 NCalls = 239
VariableMetric: Iteration # 71 - FCN = 297163.7126752 Edm = 0.3097 NCalls = 241
VariableMetric: Iteration # 72 - FCN = 297163.3743498 Edm = 0.099165 NCalls = 243
VariableMetric: Iteration # 73 - FCN = 297163.2881768 Edm = 0.00808278 NCalls = 245
VariableMetric: Iteration # 74 - FCN = 297163.2802838 Edm = 0.000911216 NCalls = 246
VariableMetric: Iteration # 75 - FCN = 297163.278486 Edm = 0.000876729 NCalls = 248
VariableMetric: Iteration # 76 - FCN = 297163.2673153 Edm = 0.0104618 NCalls = 251
VariableMetric: Iteration # 77 - FCN = 297163.0369781 Edm = 0.211691 NCalls = 257
VariableMetric: Iteration # 78 - FCN = 297158.1695501 Edm = 1.34961 NCalls = 261
VariableMetric: Iteration # 79 - FCN = 297156.404483 Edm = 0.146459 NCalls = 263
VariableMetric: Iteration # 80 - FCN = 297156.3004988 Edm = 0.0510557 NCalls = 265
VariableMetric: Iteration # 81 - FCN = 297156.248688 Edm = 0.0219357 NCalls = 267
VariableMetric: Iteration # 82 - FCN = 297156.2071476 Edm = 0.0125221 NCalls = 269
VariableMetric: Iteration # 83 - FCN = 297156.0459621 Edm = 0.22928 NCalls = 275
VariableMetric: Iteration # 84 - FCN = 297155.9787657 Edm = 1.02003 NCalls = 277
VariableMetric: Iteration # 85 - FCN = 297155.921559 Edm = 0.0612043 NCalls = 281
VariableMetric: Iteration # 86 - FCN = 297154.5078049 Edm = 0.544058 NCalls = 289
VariableMetric: Iteration # 87 - FCN = 297153.9319504 Edm = 0.192205 NCalls = 291
VariableMetric: Iteration # 88 - FCN = 297153.8643054 Edm = 0.0254844 NCalls = 293
VariableMetric: Iteration # 89 - FCN = 297153.8450038 Edm = 0.00168892 NCalls = 295
VariableMetric: Iteration # 90 - FCN = 297153.8426273 Edm = 0.000433456 NCalls = 297
VariableMetric: Iteration # 91 - FCN = 297153.8419004 Edm = 0.000195074 NCalls = 299
VariableMetric: Iteration # 92 - FCN = 297153.8414127 Edm = 0.000178896 NCalls = 301
VariableMetric: Iteration # 93 - FCN = 297153.8409275 Edm = 0.000250929 NCalls = 303
VariableMetric: Iteration # 94 - FCN = 297153.8278499 Edm = 0.0128089 NCalls = 308
VariableMetric: Iteration # 95 - FCN = 297153.0356912 Edm = 0.28639 NCalls = 313
VariableMetric: Iteration # 96 - FCN = 297152.6454168 Edm = 0.0157271 NCalls = 315
VariableMetric: Iteration # 97 - FCN = 297152.6295728 Edm = 0.00343048 NCalls = 316
VariableMetric: Iteration # 98 - FCN = 297152.6259845 Edm = 0.000782105 NCalls = 318
VariableMetric: Iteration # 99 - FCN = 297152.6248407 Edm = 7.35003e-05 NCalls = 320
VariableMetric: Iteration # 100 - FCN = 297152.6247186 Edm = 3.38029e-05 NCalls = 322
VariableMetric: After Hessian - FCN = 297152.6247186 Edm = 2.04534 NCalls = 799
VariableMetric: Iteration # 101 - FCN = 297152.6247186 Edm = 2.04534 NCalls = 799
VariableMetric: Iteration # 102 - FCN = 297149.1654577 Edm = 31.79 NCalls = 809
VariableMetric: Iteration # 103 - FCN = 297148.4746366 Edm = 2.08635 NCalls = 819
VariableMetric: Iteration # 104 - FCN = 297147.2521504 Edm = 0.657802 NCalls = 822
VariableMetric: Iteration # 105 - FCN = 297146.8593595 Edm = 0.154586 NCalls = 824
VariableMetric: Iteration # 106 - FCN = 297146.6247464 Edm = 3.79974 NCalls = 835
VariableMetric: Iteration # 107 - FCN = 297146.4753796 Edm = 0.112071 NCalls = 846
VariableMetric: Iteration # 108 - FCN = 297146.3854117 Edm = 0.425034 NCalls = 849
VariableMetric: Iteration # 109 - FCN = 297145.4714038 Edm = 1.46937 NCalls = 854
VariableMetric: Iteration # 110 - FCN = 297145.3336472 Edm = 0.470975 NCalls = 857
VariableMetric: Iteration # 111 - FCN = 297145.1320191 Edm = 1.02626 NCalls = 859
VariableMetric: Iteration # 112 - FCN = 297143.5148353 Edm = 0.840481 NCalls = 864
VariableMetric: Iteration # 113 - FCN = 297143.1771418 Edm = 0.353914 NCalls = 866
VariableMetric: Iteration # 114 - FCN = 297142.9835364 Edm = 0.0745184 NCalls = 868
VariableMetric: Iteration # 115 - FCN = 297142.9155163 Edm = 0.0339422 NCalls = 870
VariableMetric: Iteration # 116 - FCN = 297142.8764252 Edm = 0.0154614 NCalls = 872
VariableMetric: Iteration # 117 - FCN = 297142.8432557 Edm = 0.014827 NCalls = 874
VariableMetric: Iteration # 118 - FCN = 297142.8135802 Edm = 0.0126521 NCalls = 876
VariableMetric: Iteration # 119 - FCN = 297142.7935283 Edm = 0.0132355 NCalls = 879
VariableMetric: Iteration # 120 - FCN = 297142.7823622 Edm = 0.00804104 NCalls = 881
VariableMetric: Iteration # 121 - FCN = 297142.7721469 Edm = 0.00250226 NCalls = 884
VariableMetric: Iteration # 122 - FCN = 297142.7681277 Edm = 0.00140704 NCalls = 886
VariableMetric: Iteration # 123 - FCN = 297142.7647859 Edm = 0.00202682 NCalls = 889
VariableMetric: Iteration # 124 - FCN = 297142.7594362 Edm = 0.0023794 NCalls = 892
VariableMetric: Iteration # 125 - FCN = 297142.7526494 Edm = 0.00387724 NCalls = 895
VariableMetric: Iteration # 126 - FCN = 297142.7414442 Edm = 0.00271704 NCalls = 898
VariableMetric: Iteration # 127 - FCN = 297142.7380836 Edm = 0.000647185 NCalls = 900
VariableMetric: Iteration # 128 - FCN = 297142.7368136 Edm = 0.00103364 NCalls = 902
VariableMetric: Iteration # 129 - FCN = 297142.7350799 Edm = 0.00115188 NCalls = 905
VariableMetric: Iteration # 130 - FCN = 297142.7310894 Edm = 0.000856367 NCalls = 907
VariableMetric: Iteration # 131 - FCN = 297142.7296702 Edm = 0.000404156 NCalls = 909
VariableMetric: Iteration # 132 - FCN = 297142.7292259 Edm = 0.000283909 NCalls = 911
VariableMetric: Iteration # 133 - FCN = 297142.7287368 Edm = 0.000199552 NCalls = 913
VariableMetric: Iteration # 134 - FCN = 297142.7284008 Edm = 0.000139366 NCalls = 915
VariableMetric: Iteration # 135 - FCN = 297142.7278357 Edm = 0.000353167 NCalls = 918
VariableMetric: Iteration # 136 - FCN = 297142.7252683 Edm = 0.000731562 NCalls = 921
VariableMetric: Iteration # 137 - FCN = 297142.7247361 Edm = 0.000756192 NCalls = 923
VariableMetric: Iteration # 138 - FCN = 297142.7244294 Edm = 0.000112122 NCalls = 925
VariableMetric: Iteration # 139 - FCN = 297142.7242043 Edm = 0.000106482 NCalls = 927
VariableMetric: Iteration # 140 - FCN = 297142.7240312 Edm = 4.57294e-05 NCalls = 929
VariableMetric: After Hessian - FCN = 297142.7240312 Edm = 3.74277e-05 NCalls = 1416
VariableMetric: Iteration # 141 - FCN = 297142.7240312 Edm = 3.74277e-05 NCalls = 1416
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 327658.8781073 Edm = 37.276 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 327658.8781073 Edm = 37.276 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 314103.9890315 Edm = 74.4776 NCalls = 9
VariableMetric: Iteration # 2 - FCN = 306326.0245321 Edm = 1.80118e+08 NCalls = 17
VariableMetric: Iteration # 3 - FCN = 301510.4531307 Edm = 2.44685e+08 NCalls = 28
VariableMetric: Iteration # 4 - FCN = 299881.2862211 Edm = 8.07836e+06 NCalls = 36
VariableMetric: Iteration # 5 - FCN = 299881.2862211 Edm = 8.07836e+06 NCalls = 47
VariableMetric: After Hessian - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 542
VariableMetric: Iteration # 6 - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 542
VariableMetric: Iteration # 7 - FCN = 299881.2862211 Edm = 1.16805e+08 NCalls = 553
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 329100.3239822 Edm = 666.069 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 329100.3239822 Edm = 666.069 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 300557.576115 Edm = 58.806 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 300262.6795688 Edm = 100.577 NCalls = 13
VariableMetric: Iteration # 3 - FCN = 300125.0184167 Edm = 115.545 NCalls = 17
VariableMetric: Iteration # 4 - FCN = 298976.1703616 Edm = 36.095 NCalls = 23
VariableMetric: Iteration # 5 - FCN = 298918.5995333 Edm = 69.3421 NCalls = 25
VariableMetric: Iteration # 6 - FCN = 298857.2703515 Edm = 1.93956 NCalls = 28
VariableMetric: Iteration # 7 - FCN = 298852.7162303 Edm = 3.06736 NCalls = 30
VariableMetric: Iteration # 8 - FCN = 298783.3518481 Edm = 79.0282 NCalls = 36
VariableMetric: Iteration # 9 - FCN = 298371.7857045 Edm = 108.568 NCalls = 45
VariableMetric: Iteration # 10 - FCN = 298074.1958721 Edm = 13.9173 NCalls = 49
VariableMetric: Iteration # 11 - FCN = 298070.4129423 Edm = 1.46657 NCalls = 51
VariableMetric: Iteration # 12 - FCN = 298068.965722 Edm = 0.0950044 NCalls = 52
VariableMetric: Iteration # 13 - FCN = 298065.3789577 Edm = 2.97403 NCalls = 56
VariableMetric: Iteration # 14 - FCN = 297924.2958141 Edm = 23.9128 NCalls = 62
VariableMetric: Iteration # 15 - FCN = 297901.798639 Edm = 34.3211 NCalls = 64
VariableMetric: Iteration # 16 - FCN = 297890.474017 Edm = 4.12754 NCalls = 66
VariableMetric: Iteration # 17 - FCN = 297847.1034117 Edm = 30.8321 NCalls = 74
VariableMetric: Iteration # 18 - FCN = 297844.2384819 Edm = 9.23448 NCalls = 77
VariableMetric: Iteration # 19 - FCN = 297813.7014997 Edm = 17.5515 NCalls = 81
VariableMetric: Iteration # 20 - FCN = 297796.161347 Edm = 16.5385 NCalls = 82
VariableMetric: Iteration # 21 - FCN = 297732.411436 Edm = 18.6632 NCalls = 86
VariableMetric: Iteration # 22 - FCN = 297719.7256137 Edm = 13.2942 NCalls = 88
VariableMetric: Iteration # 23 - FCN = 297699.1270394 Edm = 13.1262 NCalls = 91
VariableMetric: Iteration # 24 - FCN = 297690.2055207 Edm = 6.33713 NCalls = 93
VariableMetric: Iteration # 25 - FCN = 297633.370228 Edm = 5.71965 NCalls = 100
VariableMetric: Iteration # 26 - FCN = 297629.6440005 Edm = 3.98526 NCalls = 103
VariableMetric: Iteration # 27 - FCN = 297621.6538016 Edm = 4.32389 NCalls = 105
VariableMetric: Iteration # 28 - FCN = 297614.7001332 Edm = 7.0594 NCalls = 108
VariableMetric: Iteration # 29 - FCN = 297602.2874045 Edm = 1.87385 NCalls = 110
VariableMetric: Iteration # 30 - FCN = 297599.7100603 Edm = 1.60827 NCalls = 111
VariableMetric: Iteration # 31 - FCN = 297598.1304918 Edm = 1.79031 NCalls = 113
VariableMetric: Iteration # 32 - FCN = 297594.7055106 Edm = 3.27641 NCalls = 119
VariableMetric: Iteration # 33 - FCN = 297594.3131039 Edm = 1.74173 NCalls = 121
VariableMetric: Iteration # 34 - FCN = 297582.7255805 Edm = 12.723 NCalls = 126
VariableMetric: Iteration # 35 - FCN = 297572.4517905 Edm = 10.6156 NCalls = 130
VariableMetric: Iteration # 36 - FCN = 297556.4784959 Edm = 4.76102 NCalls = 135
VariableMetric: Iteration # 37 - FCN = 297549.3463955 Edm = 8.12893 NCalls = 138
VariableMetric: Iteration # 38 - FCN = 297545.0670755 Edm = 1.79349 NCalls = 140
VariableMetric: Iteration # 39 - FCN = 297540.7080373 Edm = 0.422934 NCalls = 143
VariableMetric: Iteration # 40 - FCN = 297540.144715 Edm = 0.222684 NCalls = 145
VariableMetric: Iteration # 41 - FCN = 297539.9778943 Edm = 0.0253099 NCalls = 148
VariableMetric: Iteration # 42 - FCN = 297539.8751716 Edm = 0.0625648 NCalls = 150
VariableMetric: Iteration # 43 - FCN = 297535.326154 Edm = 4.00959 NCalls = 155
VariableMetric: Iteration # 44 - FCN = 297496.4994804 Edm = 46.7809 NCalls = 159
VariableMetric: Iteration # 45 - FCN = 297430.4345691 Edm = 3.63345 NCalls = 163
VariableMetric: Iteration # 46 - FCN = 297427.0920424 Edm = 0.947726 NCalls = 165
VariableMetric: Iteration # 47 - FCN = 297426.5033562 Edm = 0.163117 NCalls = 167
VariableMetric: Iteration # 48 - FCN = 297425.7994042 Edm = 0.0750154 NCalls = 171
VariableMetric: Iteration # 49 - FCN = 297425.6985867 Edm = 0.0103396 NCalls = 173
VariableMetric: Iteration # 50 - FCN = 297425.6694748 Edm = 0.0310387 NCalls = 175
VariableMetric: Iteration # 51 - FCN = 297425.5167 Edm = 0.152019 NCalls = 179
VariableMetric: Iteration # 52 - FCN = 297419.7871992 Edm = 4.76991 NCalls = 187
VariableMetric: Iteration # 53 - FCN = 297395.5871751 Edm = 5.45924 NCalls = 190
VariableMetric: Iteration # 54 - FCN = 297390.6916201 Edm = 1.83708 NCalls = 192
VariableMetric: Iteration # 55 - FCN = 297389.6656765 Edm = 0.213079 NCalls = 194
VariableMetric: Iteration # 56 - FCN = 297389.2735398 Edm = 0.100537 NCalls = 197
VariableMetric: Iteration # 57 - FCN = 297389.087096 Edm = 0.0641193 NCalls = 200
VariableMetric: Iteration # 58 - FCN = 297389.0386956 Edm = 0.0421644 NCalls = 202
VariableMetric: Iteration # 59 - FCN = 297388.8966451 Edm = 0.0538242 NCalls = 205
VariableMetric: Iteration # 60 - FCN = 297388.7776921 Edm = 0.00857745 NCalls = 208
VariableMetric: Iteration # 61 - FCN = 297388.7688608 Edm = 0.00729455 NCalls = 209
VariableMetric: Iteration # 62 - FCN = 297388.7630497 Edm = 0.00284745 NCalls = 211
VariableMetric: Iteration # 63 - FCN = 297388.7429935 Edm = 0.0139992 NCalls = 214
VariableMetric: Iteration # 64 - FCN = 297387.9924085 Edm = 0.684527 NCalls = 219
VariableMetric: Iteration # 65 - FCN = 297386.093718 Edm = 4.68842 NCalls = 224
VariableMetric: Iteration # 66 - FCN = 297361.9273992 Edm = 22.158 NCalls = 230
VariableMetric: Iteration # 67 - FCN = 297358.5085483 Edm = 11.57 NCalls = 232
VariableMetric: Iteration # 68 - FCN = 297331.8536939 Edm = 2.35158 NCalls = 235
VariableMetric: Iteration # 69 - FCN = 297327.3854886 Edm = 0.961936 NCalls = 237
VariableMetric: Iteration # 70 - FCN = 297324.1574666 Edm = 1.20381 NCalls = 240
VariableMetric: Iteration # 71 - FCN = 297323.3390681 Edm = 0.73031 NCalls = 242
VariableMetric: Iteration # 72 - FCN = 297321.9745439 Edm = 1.19758 NCalls = 245
VariableMetric: Iteration # 73 - FCN = 297320.1685263 Edm = 0.178405 NCalls = 247
VariableMetric: Iteration # 74 - FCN = 297319.8455306 Edm = 0.129618 NCalls = 249
VariableMetric: Iteration # 75 - FCN = 297319.0898551 Edm = 0.175666 NCalls = 252
VariableMetric: Iteration # 76 - FCN = 297318.8797104 Edm = 0.0286372 NCalls = 254
VariableMetric: Iteration # 77 - FCN = 297318.8570799 Edm = 0.00261833 NCalls = 256
VariableMetric: Iteration # 78 - FCN = 297318.8535246 Edm = 0.00121232 NCalls = 258
VariableMetric: Iteration # 79 - FCN = 297318.8395312 Edm = 0.0107633 NCalls = 262
VariableMetric: Iteration # 80 - FCN = 297318.394875 Edm = 0.388114 NCalls = 267
VariableMetric: Iteration # 81 - FCN = 297308.7272752 Edm = 3.34801 NCalls = 272
VariableMetric: Iteration # 82 - FCN = 297305.3869345 Edm = 0.426061 NCalls = 273
VariableMetric: Iteration # 83 - FCN = 297304.8250431 Edm = 0.0479333 NCalls = 275
VariableMetric: Iteration # 84 - FCN = 297304.7723065 Edm = 0.00825811 NCalls = 276
VariableMetric: Iteration # 85 - FCN = 297304.762206 Edm = 0.00126259 NCalls = 278
VariableMetric: Iteration # 86 - FCN = 297304.7600799 Edm = 0.000420887 NCalls = 280
VariableMetric: Iteration # 87 - FCN = 297304.758251 Edm = 0.00144881 NCalls = 282
VariableMetric: Iteration # 88 - FCN = 297304.7339218 Edm = 0.0181761 NCalls = 287
VariableMetric: Iteration # 89 - FCN = 297303.4191507 Edm = 1.14729 NCalls = 293
VariableMetric: Iteration # 90 - FCN = 297298.7833539 Edm = 6.10197 NCalls = 301
VariableMetric: Iteration # 91 - FCN = 297297.0232709 Edm = 5.5644 NCalls = 304
VariableMetric: Iteration # 92 - FCN = 297291.1092326 Edm = 2.04841 NCalls = 308
VariableMetric: Iteration # 93 - FCN = 297286.9106866 Edm = 4.31391 NCalls = 310
VariableMetric: Iteration # 94 - FCN = 297281.6608501 Edm = 5.37476 NCalls = 314
VariableMetric: Iteration # 95 - FCN = 297271.9078575 Edm = 29.7807 NCalls = 321
VariableMetric: Iteration # 96 - FCN = 297269.9607274 Edm = 4.5298 NCalls = 324
VariableMetric: Iteration # 97 - FCN = 297268.0889885 Edm = 1.01328 NCalls = 326
VariableMetric: Iteration # 98 - FCN = 297267.2376943 Edm = 0.402085 NCalls = 328
VariableMetric: Iteration # 99 - FCN = 297267.1028543 Edm = 0.0289305 NCalls = 330
VariableMetric: Iteration # 100 - FCN = 297267.0739919 Edm = 0.0028445 NCalls = 332
VariableMetric: Iteration # 101 - FCN = 297267.0706617 Edm = 0.000649291 NCalls = 334
VariableMetric: Iteration # 102 - FCN = 297267.0691983 Edm = 0.000356016 NCalls = 336
VariableMetric: Iteration # 103 - FCN = 297267.0670722 Edm = 0.00159903 NCalls = 339
VariableMetric: Iteration # 104 - FCN = 297266.9346208 Edm = 0.132845 NCalls = 344
VariableMetric: Iteration # 105 - FCN = 297265.1570369 Edm = 0.408766 NCalls = 349
VariableMetric: Iteration # 106 - FCN = 297264.6286067 Edm = 0.0784279 NCalls = 351
VariableMetric: Iteration # 107 - FCN = 297264.5492147 Edm = 0.0269711 NCalls = 352
VariableMetric: Iteration # 108 - FCN = 297264.5237416 Edm = 0.00174784 NCalls = 354
VariableMetric: Iteration # 109 - FCN = 297264.5217605 Edm = 0.000219045 NCalls = 356
VariableMetric: Iteration # 110 - FCN = 297264.5207163 Edm = 0.000888985 NCalls = 358
VariableMetric: Iteration # 111 - FCN = 297264.4624687 Edm = 0.0586806 NCalls = 364
VariableMetric: Iteration # 112 - FCN = 297264.1229506 Edm = 0.00379069 NCalls = 371
VariableMetric: Iteration # 113 - FCN = 297261.063531 Edm = 0.171543 NCalls = 374
VariableMetric: Iteration # 114 - FCN = 297260.878901 Edm = 0.0202341 NCalls = 376
VariableMetric: Iteration # 115 - FCN = 297260.859844 Edm = 0.00432166 NCalls = 378
VariableMetric: Iteration # 116 - FCN = 297260.8557627 Edm = 0.00151208 NCalls = 380
VariableMetric: Iteration # 117 - FCN = 297260.8543083 Edm = 0.000117089 NCalls = 382
VariableMetric: Iteration # 118 - FCN = 297260.8540242 Edm = 0.000193309 NCalls = 384
VariableMetric: Iteration # 119 - FCN = 297260.8488462 Edm = 0.00559947 NCalls = 389
VariableMetric: Iteration # 120 - FCN = 297260.7772659 Edm = 0.0717897 NCalls = 396
VariableMetric: Iteration # 121 - FCN = 297259.4015548 Edm = 0.221552 NCalls = 400
VariableMetric: Iteration # 122 - FCN = 297259.234374 Edm = 0.00791635 NCalls = 402
VariableMetric: Iteration # 123 - FCN = 297259.2266343 Edm = 0.000163259 NCalls = 403
VariableMetric: Iteration # 124 - FCN = 297259.2264385 Edm = 4.94053e-05 NCalls = 405
VariableMetric: After Hessian - FCN = 297259.2264385 Edm = 157.689 NCalls = 886
VariableMetric: Iteration # 125 - FCN = 297259.2264385 Edm = 157.689 NCalls = 886
VariableMetric: Iteration # 126 - FCN = 297258.7950193 Edm = 4.58905 NCalls = 892
VariableMetric: Iteration # 127 - FCN = 297254.6975465 Edm = 12.2937 NCalls = 896
VariableMetric: Iteration # 128 - FCN = 297253.4085629 Edm = 1.21699 NCalls = 899
VariableMetric: Iteration # 129 - FCN = 297252.4514563 Edm = 1.89983 NCalls = 904
VariableMetric: Iteration # 130 - FCN = 297247.2114209 Edm = 19.2666 NCalls = 908
VariableMetric: Iteration # 131 - FCN = 297246.5930919 Edm = 1.30706 NCalls = 911
VariableMetric: Iteration # 132 - FCN = 297241.2664921 Edm = 3.14588 NCalls = 916
VariableMetric: Iteration # 133 - FCN = 297233.0070828 Edm = 4.54951 NCalls = 922
VariableMetric: Iteration # 134 - FCN = 297231.6621688 Edm = 1.1644 NCalls = 924
VariableMetric: Iteration # 135 - FCN = 297230.9866251 Edm = 0.984231 NCalls = 926
VariableMetric: Iteration # 136 - FCN = 297229.7205498 Edm = 0.639705 NCalls = 928
VariableMetric: Iteration # 137 - FCN = 297228.3802836 Edm = 0.857932 NCalls = 931
VariableMetric: Iteration # 138 - FCN = 297227.5029722 Edm = 0.419178 NCalls = 934
VariableMetric: Iteration # 139 - FCN = 297227.0447325 Edm = 0.442447 NCalls = 936
VariableMetric: Iteration # 140 - FCN = 297226.5230985 Edm = 0.199002 NCalls = 939
VariableMetric: Iteration # 141 - FCN = 297226.096397 Edm = 0.153498 NCalls = 941
VariableMetric: Iteration # 142 - FCN = 297225.8636981 Edm = 0.261554 NCalls = 944
VariableMetric: Iteration # 143 - FCN = 297225.1069772 Edm = 0.627859 NCalls = 947
VariableMetric: Iteration # 144 - FCN = 297224.8079602 Edm = 0.16618 NCalls = 949
VariableMetric: Iteration # 145 - FCN = 297224.4991193 Edm = 0.167329 NCalls = 951
VariableMetric: Iteration # 146 - FCN = 297223.8574906 Edm = 0.464185 NCalls = 954
VariableMetric: Iteration # 147 - FCN = 297223.3364218 Edm = 0.456982 NCalls = 957
VariableMetric: Iteration # 148 - FCN = 297222.9068149 Edm = 0.0982152 NCalls = 960
VariableMetric: Iteration # 149 - FCN = 297222.7900386 Edm = 0.0823904 NCalls = 962
VariableMetric: Iteration # 150 - FCN = 297222.5651604 Edm = 0.0749863 NCalls = 964
VariableMetric: Iteration # 151 - FCN = 297222.4631676 Edm = 0.0319819 NCalls = 966
VariableMetric: Iteration # 152 - FCN = 297222.3930277 Edm = 0.0482132 NCalls = 969
VariableMetric: Iteration # 153 - FCN = 297222.2500518 Edm = 0.0420517 NCalls = 972
VariableMetric: Iteration # 154 - FCN = 297222.1807651 Edm = 0.0155712 NCalls = 974
VariableMetric: Iteration # 155 - FCN = 297222.1618742 Edm = 0.0108784 NCalls = 976
VariableMetric: Iteration # 156 - FCN = 297222.1411976 Edm = 0.00999644 NCalls = 978
VariableMetric: Iteration # 157 - FCN = 297222.1194299 Edm = 0.0100918 NCalls = 980
VariableMetric: Iteration # 158 - FCN = 297222.0979761 Edm = 0.00368904 NCalls = 982
VariableMetric: Iteration # 159 - FCN = 297222.0845724 Edm = 0.00816385 NCalls = 984
VariableMetric: Iteration # 160 - FCN = 297222.049073 Edm = 0.00736327 NCalls = 986
VariableMetric: Iteration # 161 - FCN = 297222.0372877 Edm = 0.00257144 NCalls = 988
VariableMetric: Iteration # 162 - FCN = 297222.0307037 Edm = 0.00218413 NCalls = 990
VariableMetric: Iteration # 163 - FCN = 297222.024716 Edm = 0.00206846 NCalls = 992
VariableMetric: Iteration # 164 - FCN = 297222.0198448 Edm = 0.000851532 NCalls = 994
VariableMetric: Iteration # 165 - FCN = 297222.0177159 Edm = 0.000873423 NCalls = 996
VariableMetric: Iteration # 166 - FCN = 297222.0129531 Edm = 0.000584944 NCalls = 999
VariableMetric: Iteration # 167 - FCN = 297222.0117409 Edm = 0.000430792 NCalls = 1001
VariableMetric: Iteration # 168 - FCN = 297222.0092609 Edm = 0.000410652 NCalls = 1004
VariableMetric: Iteration # 169 - FCN = 297222.0085588 Edm = 0.000165334 NCalls = 1006
VariableMetric: Iteration # 170 - FCN = 297222.0068798 Edm = 0.00140065 NCalls = 1009
VariableMetric: Iteration # 171 - FCN = 297221.9937596 Edm = 0.00301362 NCalls = 1012
VariableMetric: Iteration # 172 - FCN = 297221.9874491 Edm = 0.00202998 NCalls = 1014
VariableMetric: Iteration # 173 - FCN = 297221.9755183 Edm = 0.00212929 NCalls = 1017
VariableMetric: Iteration # 174 - FCN = 297221.9727431 Edm = 0.00027696 NCalls = 1019
VariableMetric: Iteration # 175 - FCN = 297221.9715553 Edm = 0.000395834 NCalls = 1021
VariableMetric: Iteration # 176 - FCN = 297221.9708434 Edm = 1.18411e-05 NCalls = 1023
VariableMetric: After Hessian - FCN = 297221.9708434 Edm = 7.061e-05 NCalls = 1516
VariableMetric: Iteration # 177 - FCN = 297221.9708434 Edm = 7.061e-05 NCalls = 1516
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 340609.1752605 Edm = 1539.4 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 340609.1752605 Edm = 1539.4 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 308140.3593519 Edm = 38.6956 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 302899.7867375 Edm = 1377.9 NCalls = 23
VariableMetric: Iteration # 3 - FCN = 302827.4748247 Edm = 96.455 NCalls = 26
VariableMetric: Iteration # 4 - FCN = 302743.1212546 Edm = 56.7063 NCalls = 29
VariableMetric: Iteration # 5 - FCN = 298860.6141147 Edm = 140.579 NCalls = 36
VariableMetric: Iteration # 6 - FCN = 298645.525224 Edm = 336.302 NCalls = 39
VariableMetric: Iteration # 7 - FCN = 298388.7669186 Edm = 6.45963 NCalls = 42
VariableMetric: Iteration # 8 - FCN = 298380.088989 Edm = 1.12489 NCalls = 44
VariableMetric: Iteration # 9 - FCN = 298378.665119 Edm = 1.11004 NCalls = 46
VariableMetric: Iteration # 10 - FCN = 298039.1534536 Edm = 95.2009 NCalls = 54
VariableMetric: Iteration # 11 - FCN = 297889.2341757 Edm = 13.1333 NCalls = 57
VariableMetric: Iteration # 12 - FCN = 297880.3241459 Edm = 0.129115 NCalls = 59
VariableMetric: Iteration # 13 - FCN = 297880.1131286 Edm = 0.0944071 NCalls = 61
VariableMetric: Iteration # 14 - FCN = 297877.1328534 Edm = 3.01654 NCalls = 66
VariableMetric: Iteration # 15 - FCN = 297842.6423267 Edm = 24.0379 NCalls = 73
VariableMetric: Iteration # 16 - FCN = 297762.3904786 Edm = 1.32353 NCalls = 75
VariableMetric: Iteration # 17 - FCN = 297761.0956002 Edm = 0.0600246 NCalls = 76
VariableMetric: Iteration # 18 - FCN = 297760.8225879 Edm = 0.239016 NCalls = 78
VariableMetric: Iteration # 19 - FCN = 297755.8403589 Edm = 4.82825 NCalls = 83
VariableMetric: Iteration # 20 - FCN = 297645.4029257 Edm = 8.99793 NCalls = 88
VariableMetric: Iteration # 21 - FCN = 297635.9516672 Edm = 0.973994 NCalls = 90
VariableMetric: Iteration # 22 - FCN = 297635.2188257 Edm = 0.181243 NCalls = 92
VariableMetric: Iteration # 23 - FCN = 297635.0316 Edm = 0.129881 NCalls = 94
VariableMetric: Iteration # 24 - FCN = 297632.4528048 Edm = 3.57927 NCalls = 98
VariableMetric: Iteration # 25 - FCN = 297615.8862726 Edm = 3.06827 NCalls = 105
VariableMetric: Iteration # 26 - FCN = 297609.9668243 Edm = 0.453644 NCalls = 108
VariableMetric: Iteration # 27 - FCN = 297609.3016568 Edm = 0.0637292 NCalls = 110
VariableMetric: Iteration # 28 - FCN = 297609.1815607 Edm = 0.0217293 NCalls = 112
VariableMetric: Iteration # 29 - FCN = 297609.1011385 Edm = 0.0522875 NCalls = 114
VariableMetric: Iteration # 30 - FCN = 297607.0592513 Edm = 1.75283 NCalls = 118
VariableMetric: Iteration # 31 - FCN = 297492.6039919 Edm = 11.824 NCalls = 124
VariableMetric: Iteration # 32 - FCN = 297479.4814729 Edm = 13.8687 NCalls = 126
VariableMetric: Iteration # 33 - FCN = 297471.8508325 Edm = 1.81401 NCalls = 127
VariableMetric: Iteration # 34 - FCN = 297463.5977063 Edm = 4.36471 NCalls = 131
VariableMetric: Iteration # 35 - FCN = 297452.5708671 Edm = 10.4816 NCalls = 134
VariableMetric: Iteration # 36 - FCN = 297442.229021 Edm = 9.76054 NCalls = 140
VariableMetric: Iteration # 37 - FCN = 297433.1443079 Edm = 2.34333 NCalls = 145
VariableMetric: Iteration # 38 - FCN = 297431.1010886 Edm = 6.18316 NCalls = 147
VariableMetric: Iteration # 39 - FCN = 297427.2146209 Edm = 2.17712 NCalls = 150
VariableMetric: Iteration # 40 - FCN = 297421.4642434 Edm = 1.55507 NCalls = 153
VariableMetric: Iteration # 41 - FCN = 297419.3555594 Edm = 0.643834 NCalls = 156
VariableMetric: Iteration # 42 - FCN = 297418.4997633 Edm = 0.422959 NCalls = 158
VariableMetric: Iteration # 43 - FCN = 297418.2458148 Edm = 0.133541 NCalls = 159
VariableMetric: Iteration # 44 - FCN = 297418.0134703 Edm = 0.0498177 NCalls = 161
VariableMetric: Iteration # 45 - FCN = 297417.358967 Edm = 0.427319 NCalls = 164
VariableMetric: Iteration # 46 - FCN = 297403.1651989 Edm = 7.86863 NCalls = 170
VariableMetric: Iteration # 47 - FCN = 297386.1292224 Edm = 8.03119 NCalls = 175
VariableMetric: Iteration # 48 - FCN = 297373.0479769 Edm = 22.3193 NCalls = 178
VariableMetric: Iteration # 49 - FCN = 297369.262539 Edm = 3.29694 NCalls = 180
VariableMetric: Iteration # 50 - FCN = 297364.4366542 Edm = 1.58935 NCalls = 183
VariableMetric: Iteration # 51 - FCN = 297360.9008956 Edm = 1.10221 NCalls = 185
VariableMetric: Iteration # 52 - FCN = 297356.0439517 Edm = 3.59733 NCalls = 191
VariableMetric: Iteration # 53 - FCN = 297354.6091059 Edm = 3.715 NCalls = 194
VariableMetric: Iteration # 54 - FCN = 297350.2877068 Edm = 4.54772 NCalls = 196
VariableMetric: Iteration # 55 - FCN = 297347.2423424 Edm = 1.71667 NCalls = 200
VariableMetric: Iteration # 56 - FCN = 297345.2346113 Edm = 0.559983 NCalls = 203
VariableMetric: Iteration # 57 - FCN = 297343.8463151 Edm = 0.729594 NCalls = 206
VariableMetric: Iteration # 58 - FCN = 297341.0005881 Edm = 2.03866 NCalls = 209
VariableMetric: Iteration # 59 - FCN = 297333.1087594 Edm = 39.0343 NCalls = 213
VariableMetric: Iteration # 60 - FCN = 297326.7166826 Edm = 10.9455 NCalls = 218
VariableMetric: Iteration # 61 - FCN = 297320.2467433 Edm = 2.10689 NCalls = 222
VariableMetric: Iteration # 62 - FCN = 297317.6491983 Edm = 0.765777 NCalls = 224
VariableMetric: Iteration # 63 - FCN = 297317.3624057 Edm = 0.13073 NCalls = 226
VariableMetric: Iteration # 64 - FCN = 297317.1879501 Edm = 0.0331959 NCalls = 228
VariableMetric: Iteration # 65 - FCN = 297317.1168604 Edm = 0.0227631 NCalls = 230
VariableMetric: Iteration # 66 - FCN = 297316.8333143 Edm = 0.230316 NCalls = 233
VariableMetric: Iteration # 67 - FCN = 297314.9657132 Edm = 1.62499 NCalls = 237
VariableMetric: Iteration # 68 - FCN = 297310.372645 Edm = 5.74498 NCalls = 241
VariableMetric: Iteration # 69 - FCN = 297300.3049791 Edm = 7.67653 NCalls = 246
VariableMetric: Iteration # 70 - FCN = 297270.738347 Edm = 5.97973 NCalls = 250
VariableMetric: Iteration # 71 - FCN = 297264.5659145 Edm = 5.41315 NCalls = 251
VariableMetric: Iteration # 72 - FCN = 297258.9569018 Edm = 2.30545 NCalls = 254
VariableMetric: Iteration # 73 - FCN = 297254.0135267 Edm = 2.12837 NCalls = 257
VariableMetric: Iteration # 74 - FCN = 297250.3048783 Edm = 3.38313 NCalls = 260
VariableMetric: Iteration # 75 - FCN = 297246.8646889 Edm = 2.4732 NCalls = 263
VariableMetric: Iteration # 76 - FCN = 297244.2987613 Edm = 1.27595 NCalls = 266
VariableMetric: Iteration # 77 - FCN = 297243.0564032 Edm = 0.632543 NCalls = 268
VariableMetric: Iteration # 78 - FCN = 297242.4620506 Edm = 0.303371 NCalls = 269
VariableMetric: Iteration # 79 - FCN = 297242.0287673 Edm = 0.0629591 NCalls = 271
VariableMetric: Iteration # 80 - FCN = 297241.9192886 Edm = 0.0179678 NCalls = 273
VariableMetric: Iteration # 81 - FCN = 297241.8551155 Edm = 0.0127403 NCalls = 275
VariableMetric: Iteration # 82 - FCN = 297241.8299196 Edm = 0.00115387 NCalls = 277
VariableMetric: Iteration # 83 - FCN = 297241.8286199 Edm = 0.000662945 NCalls = 279
VariableMetric: Iteration # 84 - FCN = 297241.8256197 Edm = 0.00209372 NCalls = 282
VariableMetric: Iteration # 85 - FCN = 297241.7769151 Edm = 0.0429191 NCalls = 286
VariableMetric: Iteration # 86 - FCN = 297239.5876913 Edm = 0.963089 NCalls = 291
VariableMetric: Iteration # 87 - FCN = 297235.0937414 Edm = 0.692749 NCalls = 295
VariableMetric: Iteration # 88 - FCN = 297234.2216715 Edm = 0.0417731 NCalls = 297
VariableMetric: Iteration # 89 - FCN = 297234.1708282 Edm = 0.0367048 NCalls = 299
VariableMetric: Iteration # 90 - FCN = 297234.1512065 Edm = 0.00977555 NCalls = 300
VariableMetric: Iteration # 91 - FCN = 297234.1403816 Edm = 0.000762405 NCalls = 302
VariableMetric: Iteration # 92 - FCN = 297234.1394736 Edm = 0.000194766 NCalls = 304
VariableMetric: Iteration # 93 - FCN = 297234.1356659 Edm = 0.00386181 NCalls = 308
VariableMetric: Iteration # 94 - FCN = 297233.8740091 Edm = 0.0312153 NCalls = 315
VariableMetric: Iteration # 95 - FCN = 297231.5571042 Edm = 0.703226 NCalls = 318
VariableMetric: Iteration # 96 - FCN = 297229.9707354 Edm = 0.916873 NCalls = 321
VariableMetric: Iteration # 97 - FCN = 297229.4162808 Edm = 0.215389 NCalls = 324
VariableMetric: Iteration # 98 - FCN = 297229.1875143 Edm = 0.0127473 NCalls = 327
VariableMetric: Iteration # 99 - FCN = 297229.1755835 Edm = 0.00034231 NCalls = 328
VariableMetric: Iteration # 100 - FCN = 297229.1749459 Edm = 0.000225963 NCalls = 330
VariableMetric: Iteration # 101 - FCN = 297229.1732868 Edm = 0.000942695 NCalls = 333
VariableMetric: Iteration # 102 - FCN = 297229.1643518 Edm = 0.0051935 NCalls = 336
VariableMetric: Iteration # 103 - FCN = 297229.0693645 Edm = 0.0828978 NCalls = 340
VariableMetric: Iteration # 104 - FCN = 297228.1060626 Edm = 0.100626 NCalls = 343
VariableMetric: Iteration # 105 - FCN = 297228.0345592 Edm = 0.00507403 NCalls = 345
VariableMetric: Iteration # 106 - FCN = 297228.0299358 Edm = 0.0002256 NCalls = 346
VariableMetric: Iteration # 107 - FCN = 297228.0296225 Edm = 4.65451e-05 NCalls = 348
VariableMetric: After Hessian - FCN = 297228.0296225 Edm = 4.37591 NCalls = 827
VariableMetric: Iteration # 108 - FCN = 297228.0296225 Edm = 4.37591 NCalls = 827
VariableMetric: Iteration # 109 - FCN = 297222.2272797 Edm = 0.701167 NCalls = 829
VariableMetric: Iteration # 110 - FCN = 297221.5943072 Edm = 0.715467 NCalls = 831
VariableMetric: Iteration # 111 - FCN = 297221.5025914 Edm = 0.39009 NCalls = 833
VariableMetric: Iteration # 112 - FCN = 297221.3879341 Edm = 0.0559161 NCalls = 835
VariableMetric: Iteration # 113 - FCN = 297221.2673909 Edm = 0.0451134 NCalls = 838
VariableMetric: Iteration # 114 - FCN = 297221.1270927 Edm = 0.308973 NCalls = 841
VariableMetric: Iteration # 115 - FCN = 297220.4751632 Edm = 13.0562 NCalls = 846
VariableMetric: Iteration # 116 - FCN = 297220.4109601 Edm = 0.514112 NCalls = 848
VariableMetric: Iteration # 117 - FCN = 297219.8938531 Edm = 0.563252 NCalls = 858
VariableMetric: Iteration # 118 - FCN = 297219.6461409 Edm = 0.253362 NCalls = 860
VariableMetric: Iteration # 119 - FCN = 297219.4050906 Edm = 0.206151 NCalls = 863
VariableMetric: Iteration # 120 - FCN = 297219.236662 Edm = 0.184955 NCalls = 866
VariableMetric: Iteration # 121 - FCN = 297218.8647856 Edm = 0.222281 NCalls = 870
VariableMetric: Iteration # 122 - FCN = 297218.6383124 Edm = 0.957544 NCalls = 871
VariableMetric: Iteration # 123 - FCN = 297216.6974369 Edm = 28.6297 NCalls = 877
VariableMetric: Iteration # 124 - FCN = 297216.3624215 Edm = 2.25985 NCalls = 880
VariableMetric: Iteration # 125 - FCN = 297212.3369572 Edm = 7.96088 NCalls = 885
VariableMetric: Iteration # 126 - FCN = 297212.1548244 Edm = 0.420279 NCalls = 887
VariableMetric: Iteration # 127 - FCN = 297211.298806 Edm = 1.98473 NCalls = 890
VariableMetric: Iteration # 128 - FCN = 297208.5692598 Edm = 2.221 NCalls = 894
VariableMetric: Iteration # 129 - FCN = 297205.2513985 Edm = 2.64431 NCalls = 897
VariableMetric: Iteration # 130 - FCN = 297203.0634794 Edm = 1.91164 NCalls = 899
VariableMetric: Iteration # 131 - FCN = 297201.5916128 Edm = 0.52132 NCalls = 902
VariableMetric: Iteration # 132 - FCN = 297201.2233467 Edm = 0.171452 NCalls = 904
VariableMetric: Iteration # 133 - FCN = 297201.0834855 Edm = 0.0297014 NCalls = 906
VariableMetric: Iteration # 134 - FCN = 297201.0338897 Edm = 0.0117672 NCalls = 908
VariableMetric: Iteration # 135 - FCN = 297201.0181131 Edm = 0.00280917 NCalls = 910
VariableMetric: Iteration # 136 - FCN = 297201.0138167 Edm = 0.00139435 NCalls = 912
VariableMetric: Iteration # 137 - FCN = 297201.0122648 Edm = 0.000540177 NCalls = 914
VariableMetric: Iteration # 138 - FCN = 297201.011631 Edm = 9.5119e-05 NCalls = 916
VariableMetric: Iteration # 139 - FCN = 297201.0114432 Edm = 3.53132e-05 NCalls = 918
VariableMetric: After Hessian - FCN = 297201.0114432 Edm = 0.000567443 NCalls = 1405
VariableMetric: Iteration # 140 - FCN = 297201.0114432 Edm = 0.000567443 NCalls = 1405
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 336544.3542651 Edm = 218.124 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 336544.3542651 Edm = 218.124 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 336432.4966726 Edm = 50.6449 NCalls = 3
VariableMetric: Iteration # 2 - FCN = 334172.4387508 Edm = 2724.59 NCalls = 7
VariableMetric: Iteration # 3 - FCN = 314457.1064534 Edm = 273.781 NCalls = 15
VariableMetric: Iteration # 4 - FCN = 314169.3295387 Edm = 4110.75 NCalls = 17
VariableMetric: Iteration # 5 - FCN = 302845.7597764 Edm = 183.69 NCalls = 24
VariableMetric: Iteration # 6 - FCN = 299174.0273967 Edm = 16.705 NCalls = 30
VariableMetric: Iteration # 7 - FCN = 299143.9313862 Edm = 53.4469 NCalls = 32
VariableMetric: Iteration # 8 - FCN = 298530.0075858 Edm = 33.6778 NCalls = 38
VariableMetric: Iteration # 9 - FCN = 298497.189166 Edm = 2.42112 NCalls = 40
VariableMetric: Iteration # 10 - FCN = 298492.6256848 Edm = 0.938158 NCalls = 42
VariableMetric: Iteration # 11 - FCN = 298474.1427085 Edm = 20.0545 NCalls = 46
VariableMetric: Iteration # 12 - FCN = 298432.643905 Edm = 36.895 NCalls = 51
VariableMetric: Iteration # 13 - FCN = 298047.4869524 Edm = 0.819474 NCalls = 55
VariableMetric: Iteration # 14 - FCN = 298046.7266894 Edm = 0.0475557 NCalls = 57
VariableMetric: Iteration # 15 - FCN = 298046.4675354 Edm = 0.193611 NCalls = 60
VariableMetric: Iteration # 16 - FCN = 298038.6243097 Edm = 11.4211 NCalls = 64
VariableMetric: Iteration # 17 - FCN = 298030.916354 Edm = 7.00695 NCalls = 68
VariableMetric: Iteration # 18 - FCN = 297852.2718982 Edm = 0.735345 NCalls = 73
VariableMetric: Iteration # 19 - FCN = 297851.1223467 Edm = 0.0639054 NCalls = 75
VariableMetric: Iteration # 20 - FCN = 297851.008492 Edm = 0.0400943 NCalls = 77
VariableMetric: Iteration # 21 - FCN = 297850.82519 Edm = 0.139411 NCalls = 79
VariableMetric: Iteration # 22 - FCN = 297799.0738732 Edm = 31.0012 NCalls = 85
VariableMetric: Iteration # 23 - FCN = 297697.7007421 Edm = 9.50247 NCalls = 88
VariableMetric: Iteration # 24 - FCN = 297686.8795158 Edm = 0.691938 NCalls = 90
VariableMetric: Iteration # 25 - FCN = 297685.9166663 Edm = 0.0117212 NCalls = 92
VariableMetric: Iteration # 26 - FCN = 297685.8826069 Edm = 0.0214586 NCalls = 94
VariableMetric: Iteration # 27 - FCN = 297652.8828713 Edm = 5.74309 NCalls = 101
VariableMetric: Iteration # 28 - FCN = 297636.54505 Edm = 7.75029 NCalls = 103
VariableMetric: Iteration # 29 - FCN = 297623.1220698 Edm = 5.85318 NCalls = 105
VariableMetric: Iteration # 30 - FCN = 297619.9044188 Edm = 2.05954 NCalls = 107
VariableMetric: Iteration # 31 - FCN = 297617.4140347 Edm = 0.762779 NCalls = 110
VariableMetric: Iteration # 32 - FCN = 297615.5685319 Edm = 0.808913 NCalls = 113
VariableMetric: Iteration # 33 - FCN = 297614.7262917 Edm = 0.776615 NCalls = 115
VariableMetric: Iteration # 34 - FCN = 297613.1810539 Edm = 1.16638 NCalls = 118
VariableMetric: Iteration # 35 - FCN = 297609.7629368 Edm = 4.14458 NCalls = 126
VariableMetric: Iteration # 36 - FCN = 297609.7208611 Edm = 0.167033 NCalls = 128
VariableMetric: Iteration # 37 - FCN = 297608.4810893 Edm = 0.967483 NCalls = 131
VariableMetric: Iteration # 38 - FCN = 297606.1489559 Edm = 1.5818 NCalls = 133
VariableMetric: Iteration # 39 - FCN = 297600.4245129 Edm = 1.7038 NCalls = 137
VariableMetric: Iteration # 40 - FCN = 297597.0765885 Edm = 0.830642 NCalls = 139
VariableMetric: Iteration # 41 - FCN = 297596.4979199 Edm = 0.254077 NCalls = 141
VariableMetric: Iteration # 42 - FCN = 297596.2749649 Edm = 0.0284756 NCalls = 143
VariableMetric: Iteration # 43 - FCN = 297596.2556618 Edm = 0.00225301 NCalls = 145
VariableMetric: Iteration # 44 - FCN = 297596.2500499 Edm = 0.0021943 NCalls = 147
VariableMetric: Iteration # 45 - FCN = 297596.130506 Edm = 0.0531696 NCalls = 152
VariableMetric: Iteration # 46 - FCN = 297595.8472986 Edm = 0.198701 NCalls = 154
VariableMetric: Iteration # 47 - FCN = 297588.3338298 Edm = 4.73939 NCalls = 160
VariableMetric: Iteration # 48 - FCN = 297588.1237941 Edm = 0.590656 NCalls = 162
VariableMetric: Iteration # 49 - FCN = 297584.4662919 Edm = 3.77655 NCalls = 166
VariableMetric: Iteration # 50 - FCN = 297572.6870323 Edm = 2.61847 NCalls = 171
VariableMetric: Iteration # 51 - FCN = 297568.8810459 Edm = 3.64839 NCalls = 173
VariableMetric: Iteration # 52 - FCN = 297567.2940109 Edm = 1.39123 NCalls = 174
VariableMetric: Iteration # 53 - FCN = 297565.4221772 Edm = 0.249686 NCalls = 176
VariableMetric: Iteration # 54 - FCN = 297565.1539283 Edm = 0.0683371 NCalls = 178
VariableMetric: Iteration # 55 - FCN = 297565.1056334 Edm = 0.00673034 NCalls = 180
VariableMetric: Iteration # 56 - FCN = 297565.0987473 Edm = 0.00251471 NCalls = 182
VariableMetric: Iteration # 57 - FCN = 297565.0176553 Edm = 0.0707174 NCalls = 186
VariableMetric: Iteration # 58 - FCN = 297563.2987353 Edm = 1.39663 NCalls = 190
VariableMetric: Iteration # 59 - FCN = 297559.8035139 Edm = 1.05374 NCalls = 193
VariableMetric: Iteration # 60 - FCN = 297558.6610503 Edm = 0.214458 NCalls = 194
VariableMetric: Iteration # 61 - FCN = 297558.4077136 Edm = 0.0683606 NCalls = 196
VariableMetric: Iteration # 62 - FCN = 297558.3482638 Edm = 0.00829916 NCalls = 198
VariableMetric: Iteration # 63 - FCN = 297558.3398716 Edm = 0.000744748 NCalls = 199
VariableMetric: Iteration # 64 - FCN = 297558.3387803 Edm = 0.000526349 NCalls = 201
VariableMetric: Iteration # 65 - FCN = 297558.3173359 Edm = 0.0192472 NCalls = 206
VariableMetric: Iteration # 66 - FCN = 297557.1658781 Edm = 0.596127 NCalls = 211
VariableMetric: Iteration # 67 - FCN = 297556.0058763 Edm = 0.0926406 NCalls = 213
VariableMetric: Iteration # 68 - FCN = 297555.8908781 Edm = 0.00919108 NCalls = 215
VariableMetric: Iteration # 69 - FCN = 297555.879281 Edm = 0.00063423 NCalls = 217
VariableMetric: Iteration # 70 - FCN = 297555.8785115 Edm = 0.000258659 NCalls = 219
VariableMetric: Iteration # 71 - FCN = 297555.8765569 Edm = 0.0019094 NCalls = 222
VariableMetric: Iteration # 72 - FCN = 297555.7632313 Edm = 0.107245 NCalls = 229
VariableMetric: Iteration # 73 - FCN = 297553.3316249 Edm = 0.365047 NCalls = 233
VariableMetric: Iteration # 74 - FCN = 297552.8906603 Edm = 0.0304699 NCalls = 235
VariableMetric: Iteration # 75 - FCN = 297552.8558971 Edm = 0.00256973 NCalls = 237
VariableMetric: Iteration # 76 - FCN = 297552.8528607 Edm = 0.000328462 NCalls = 239
VariableMetric: Iteration # 77 - FCN = 297552.8525195 Edm = 9.53847e-05 NCalls = 240
VariableMetric: Iteration # 78 - FCN = 297552.8520827 Edm = 0.000353853 NCalls = 243
VariableMetric: Iteration # 79 - FCN = 297552.8315621 Edm = 0.019453 NCalls = 248
VariableMetric: Iteration # 80 - FCN = 297552.0829075 Edm = 0.314903 NCalls = 253
VariableMetric: Iteration # 81 - FCN = 297551.5341933 Edm = 0.0609829 NCalls = 255
VariableMetric: Iteration # 82 - FCN = 297551.4762921 Edm = 0.00185887 NCalls = 257
VariableMetric: Iteration # 83 - FCN = 297551.4742308 Edm = 0.000120526 NCalls = 259
VariableMetric: Iteration # 84 - FCN = 297551.4740325 Edm = 5.26438e-05 NCalls = 261
VariableMetric: After Hessian - FCN = 297551.4740325 Edm = 25.1609 NCalls = 740
VariableMetric: Iteration # 85 - FCN = 297551.4740325 Edm = 25.1609 NCalls = 740
VariableMetric: Iteration # 86 - FCN = 297550.513813 Edm = 18.9941 NCalls = 743
VariableMetric: Iteration # 87 - FCN = 297548.3792929 Edm = 4.28839 NCalls = 745
VariableMetric: Iteration # 88 - FCN = 297547.3954412 Edm = 1.42429 NCalls = 747
VariableMetric: Iteration # 89 - FCN = 297546.6267136 Edm = 1.10508 NCalls = 749
VariableMetric: Iteration # 90 - FCN = 297546.1872419 Edm = 0.146196 NCalls = 751
VariableMetric: Iteration # 91 - FCN = 297546.1081946 Edm = 0.0749034 NCalls = 753
VariableMetric: Iteration # 92 - FCN = 297546.0713495 Edm = 0.0323837 NCalls = 755
VariableMetric: Iteration # 93 - FCN = 297546.0435946 Edm = 0.0106213 NCalls = 757
VariableMetric: Iteration # 94 - FCN = 297546.0290807 Edm = 0.00279243 NCalls = 759
VariableMetric: Iteration # 95 - FCN = 297546.0262441 Edm = 0.00126101 NCalls = 760
VariableMetric: Iteration # 96 - FCN = 297546.0231856 Edm = 0.000687055 NCalls = 762
VariableMetric: Iteration # 97 - FCN = 297546.0223499 Edm = 2.66948e-05 NCalls = 764
VariableMetric: After Hessian - FCN = 297546.0223499 Edm = 4.80673e-05 NCalls = 1247
VariableMetric: Iteration # 98 - FCN = 297546.0223499 Edm = 4.80673e-05 NCalls = 1247
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 301874.1446133 Edm = 80.0514 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 301874.1446133 Edm = 80.0514 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 300869.8389264 Edm = 6.89771 NCalls = 7
VariableMetric: Iteration # 2 - FCN = 300856.780579 Edm = 14.5451 NCalls = 9
VariableMetric: Iteration # 3 - FCN = 298722.9770104 Edm = 0.991195 NCalls = 18
VariableMetric: Iteration # 4 - FCN = 298714.0364916 Edm = 4.39617 NCalls = 21
VariableMetric: Iteration # 5 - FCN = 298689.4598958 Edm = 2.1713 NCalls = 25
VariableMetric: Iteration # 6 - FCN = 298507.2810128 Edm = 87.783 NCalls = 31
VariableMetric: Iteration # 7 - FCN = 298331.039482 Edm = 143.73 NCalls = 34
VariableMetric: Iteration # 8 - FCN = 298170.9873799 Edm = 27.4308 NCalls = 39
VariableMetric: Iteration # 9 - FCN = 298140.5909741 Edm = 2.31031 NCalls = 40
VariableMetric: Iteration # 10 - FCN = 298139.4166788 Edm = 0.132937 NCalls = 42
VariableMetric: Iteration # 11 - FCN = 298139.1776558 Edm = 0.109856 NCalls = 44
VariableMetric: Iteration # 12 - FCN = 298130.6040006 Edm = 7.64246 NCalls = 49
VariableMetric: Iteration # 13 - FCN = 297995.4962024 Edm = 8.73516 NCalls = 53
VariableMetric: Iteration # 14 - FCN = 297985.2261525 Edm = 1.10071 NCalls = 55
VariableMetric: Iteration # 15 - FCN = 297984.2679735 Edm = 0.101341 NCalls = 57
VariableMetric: Iteration # 16 - FCN = 297984.1466376 Edm = 0.0367536 NCalls = 59
VariableMetric: Iteration # 17 - FCN = 297973.2443539 Edm = 11.3784 NCalls = 65
VariableMetric: Iteration # 18 - FCN = 297973.0586453 Edm = 0.153947 NCalls = 68
VariableMetric: Iteration # 19 - FCN = 297929.9790367 Edm = 5.20782 NCalls = 75
VariableMetric: Iteration # 20 - FCN = 297828.4610416 Edm = 4.22814 NCalls = 77
VariableMetric: Iteration # 21 - FCN = 297822.8285264 Edm = 0.387067 NCalls = 79
VariableMetric: Iteration # 22 - FCN = 297822.2269578 Edm = 0.0530057 NCalls = 81
VariableMetric: Iteration # 23 - FCN = 297822.0938723 Edm = 0.0180983 NCalls = 83
VariableMetric: Iteration # 24 - FCN = 297821.9837055 Edm = 0.0902521 NCalls = 86
VariableMetric: Iteration # 25 - FCN = 297818.0700635 Edm = 1.67381 NCalls = 91
VariableMetric: Iteration # 26 - FCN = 297800.8717499 Edm = 11.2589 NCalls = 95
VariableMetric: Iteration # 27 - FCN = 297776.5575369 Edm = 8.39692 NCalls = 97
VariableMetric: Iteration # 28 - FCN = 297741.5247623 Edm = 21.8273 NCalls = 106
VariableMetric: Iteration # 29 - FCN = 297685.1867491 Edm = 24.1346 NCalls = 112
VariableMetric: Iteration # 30 - FCN = 297673.6333034 Edm = 28.1799 NCalls = 114
VariableMetric: Iteration # 31 - FCN = 297653.7558398 Edm = 3.39157 NCalls = 117
VariableMetric: Iteration # 32 - FCN = 297651.0975331 Edm = 3.49029 NCalls = 119
VariableMetric: Iteration # 33 - FCN = 297649.6452247 Edm = 0.0990833 NCalls = 121
VariableMetric: Iteration # 34 - FCN = 297649.5405442 Edm = 0.0173088 NCalls = 123
VariableMetric: Iteration # 35 - FCN = 297649.4546854 Edm = 0.0771783 NCalls = 126
VariableMetric: Iteration # 36 - FCN = 297647.4819404 Edm = 1.0577 NCalls = 132
VariableMetric: Iteration # 37 - FCN = 297640.7309846 Edm = 1.07878 NCalls = 135
VariableMetric: Iteration # 38 - FCN = 297639.7719269 Edm = 0.0989767 NCalls = 136
VariableMetric: Iteration # 39 - FCN = 297639.6991277 Edm = 0.00514431 NCalls = 138
VariableMetric: Iteration # 40 - FCN = 297639.6900309 Edm = 0.00545448 NCalls = 140
VariableMetric: Iteration # 41 - FCN = 297639.6046489 Edm = 0.0665726 NCalls = 144
VariableMetric: Iteration # 42 - FCN = 297636.4371447 Edm = 1.7819 NCalls = 149
VariableMetric: Iteration # 43 - FCN = 297625.5934483 Edm = 4.67194 NCalls = 152
VariableMetric: Iteration # 44 - FCN = 297613.9089534 Edm = 22.6677 NCalls = 157
VariableMetric: Iteration # 45 - FCN = 297593.2310069 Edm = 13.0766 NCalls = 161
VariableMetric: Iteration # 46 - FCN = 297582.8023741 Edm = 26.0213 NCalls = 163
VariableMetric: Iteration # 47 - FCN = 297577.9235025 Edm = 2.80979 NCalls = 165
VariableMetric: Iteration # 48 - FCN = 297576.1434601 Edm = 0.279819 NCalls = 167
VariableMetric: Iteration # 49 - FCN = 297575.9356736 Edm = 0.0784576 NCalls = 169
VariableMetric: Iteration # 50 - FCN = 297575.9106765 Edm = 0.00362397 NCalls = 171
VariableMetric: Iteration # 51 - FCN = 297575.9006138 Edm = 0.00324427 NCalls = 173
VariableMetric: Iteration # 52 - FCN = 297575.8940956 Edm = 0.00408862 NCalls = 175
VariableMetric: Iteration # 53 - FCN = 297575.8880277 Edm = 0.00457957 NCalls = 177
VariableMetric: Iteration # 54 - FCN = 297575.1138284 Edm = 0.673315 NCalls = 184
VariableMetric: Iteration # 55 - FCN = 297565.6827447 Edm = 3.01968 NCalls = 188
VariableMetric: Iteration # 56 - FCN = 297562.7172122 Edm = 0.672249 NCalls = 190
VariableMetric: Iteration # 57 - FCN = 297562.1823123 Edm = 0.265045 NCalls = 191
VariableMetric: Iteration # 58 - FCN = 297561.9434334 Edm = 0.0317637 NCalls = 193
VariableMetric: Iteration # 59 - FCN = 297561.8999642 Edm = 0.00554567 NCalls = 195
VariableMetric: Iteration # 60 - FCN = 297561.8945013 Edm = 0.0020906 NCalls = 196
VariableMetric: Iteration # 61 - FCN = 297561.8900492 Edm = 0.00381555 NCalls = 198
VariableMetric: Iteration # 62 - FCN = 297561.7952398 Edm = 0.113563 NCalls = 203
VariableMetric: Iteration # 63 - FCN = 297561.5229099 Edm = 0.260819 NCalls = 209
VariableMetric: Iteration # 64 - FCN = 297531.044298 Edm = 4.89095 NCalls = 215
VariableMetric: Iteration # 65 - FCN = 297528.3561391 Edm = 1.39538 NCalls = 217
VariableMetric: Iteration # 66 - FCN = 297526.3321896 Edm = 0.492669 NCalls = 219
VariableMetric: Iteration # 67 - FCN = 297525.6197273 Edm = 0.104782 NCalls = 221
VariableMetric: Iteration # 68 - FCN = 297525.4831312 Edm = 0.0180592 NCalls = 223
VariableMetric: Iteration # 69 - FCN = 297525.4622799 Edm = 0.00424482 NCalls = 225
VariableMetric: Iteration # 70 - FCN = 297525.4520856 Edm = 0.00483949 NCalls = 227
VariableMetric: Iteration # 71 - FCN = 297525.4411684 Edm = 0.00555196 NCalls = 229
VariableMetric: Iteration # 72 - FCN = 297525.4170172 Edm = 0.011774 NCalls = 231
VariableMetric: Iteration # 73 - FCN = 297525.3288458 Edm = 0.0706149 NCalls = 234
VariableMetric: Iteration # 74 - FCN = 297522.6732689 Edm = 2.14432 NCalls = 238
VariableMetric: Iteration # 75 - FCN = 297514.1110485 Edm = 1.36792 NCalls = 241
VariableMetric: Iteration # 76 - FCN = 297512.9405455 Edm = 0.237092 NCalls = 243
VariableMetric: Iteration # 77 - FCN = 297512.701178 Edm = 0.0647768 NCalls = 245
VariableMetric: Iteration # 78 - FCN = 297512.6017721 Edm = 0.0120988 NCalls = 247
VariableMetric: Iteration # 79 - FCN = 297512.5863443 Edm = 0.00395354 NCalls = 249
VariableMetric: Iteration # 80 - FCN = 297512.5809561 Edm = 0.00136574 NCalls = 251
VariableMetric: Iteration # 81 - FCN = 297512.5790022 Edm = 0.000281045 NCalls = 253
VariableMetric: Iteration # 82 - FCN = 297512.5786723 Edm = 6.22785e-05 NCalls = 255
VariableMetric: After Hessian - FCN = 297512.5786723 Edm = 237.325 NCalls = 734
VariableMetric: Iteration # 83 - FCN = 297512.5786723 Edm = 237.325 NCalls = 734
VariableMetric: Iteration # 84 - FCN = 297511.7085727 Edm = 141.026 NCalls = 739
VariableMetric: Iteration # 85 - FCN = 297506.6735795 Edm = 0.575963 NCalls = 749
VariableMetric: Iteration # 86 - FCN = 297506.242025 Edm = 1.13728 NCalls = 752
VariableMetric: Iteration # 87 - FCN = 297504.1262471 Edm = 0.641017 NCalls = 755
VariableMetric: Iteration # 88 - FCN = 297502.4012384 Edm = 2.69055 NCalls = 758
VariableMetric: Iteration # 89 - FCN = 297501.8181235 Edm = 1.76074 NCalls = 760
VariableMetric: Iteration # 90 - FCN = 297501.2618167 Edm = 1.21425 NCalls = 763
VariableMetric: Iteration # 91 - FCN = 297499.8639033 Edm = 1.0506 NCalls = 765
VariableMetric: Iteration # 92 - FCN = 297498.3091826 Edm = 0.416729 NCalls = 768
VariableMetric: Iteration # 93 - FCN = 297497.8692207 Edm = 0.134225 NCalls = 770
VariableMetric: Iteration # 94 - FCN = 297497.7806779 Edm = 0.0798953 NCalls = 772
VariableMetric: Iteration # 95 - FCN = 297497.6043106 Edm = 0.114224 NCalls = 774
VariableMetric: Iteration # 96 - FCN = 297497.4886614 Edm = 0.0175453 NCalls = 776
VariableMetric: Iteration # 97 - FCN = 297497.426557 Edm = 0.0379878 NCalls = 778
VariableMetric: Iteration # 98 - FCN = 297497.3524167 Edm = 0.0154089 NCalls = 780
VariableMetric: Iteration # 99 - FCN = 297497.2925081 Edm = 0.0295533 NCalls = 782
VariableMetric: Iteration # 100 - FCN = 297497.2321271 Edm = 0.0166435 NCalls = 784
VariableMetric: Iteration # 101 - FCN = 297497.2046043 Edm = 0.0115521 NCalls = 786
VariableMetric: Iteration # 102 - FCN = 297497.1656318 Edm = 0.013749 NCalls = 788
VariableMetric: Iteration # 103 - FCN = 297497.0188671 Edm = 0.117903 NCalls = 792
VariableMetric: Iteration # 104 - FCN = 297496.8516518 Edm = 0.446037 NCalls = 796
VariableMetric: Iteration # 105 - FCN = 297496.8248445 Edm = 0.0554897 NCalls = 799
VariableMetric: Iteration # 106 - FCN = 297496.2207363 Edm = 0.431551 NCalls = 804
VariableMetric: Iteration # 107 - FCN = 297495.6849217 Edm = 1.33036 NCalls = 807
VariableMetric: Iteration # 108 - FCN = 297495.4977347 Edm = 0.102824 NCalls = 809
VariableMetric: Iteration # 109 - FCN = 297495.4136102 Edm = 0.0521066 NCalls = 810
VariableMetric: Iteration # 110 - FCN = 297495.3108135 Edm = 0.0576059 NCalls = 812
VariableMetric: Iteration # 111 - FCN = 297495.1952977 Edm = 0.0206278 NCalls = 814
VariableMetric: Iteration # 112 - FCN = 297495.1292099 Edm = 0.0452693 NCalls = 816
VariableMetric: Iteration # 113 - FCN = 297495.0575656 Edm = 0.0175708 NCalls = 818
VariableMetric: Iteration # 114 - FCN = 297495.0263976 Edm = 0.0100551 NCalls = 820
VariableMetric: Iteration # 115 - FCN = 297494.9762866 Edm = 0.011015 NCalls = 822
VariableMetric: Iteration # 116 - FCN = 297494.9490903 Edm = 0.0101344 NCalls = 824
VariableMetric: Iteration # 117 - FCN = 297494.8997965 Edm = 0.0132234 NCalls = 826
VariableMetric: Iteration # 118 - FCN = 297494.8700668 Edm = 0.0124703 NCalls = 828
VariableMetric: Iteration # 119 - FCN = 297494.7324202 Edm = 0.0506567 NCalls = 831
VariableMetric: Iteration # 120 - FCN = 297494.6372232 Edm = 0.00856792 NCalls = 833
VariableMetric: Iteration # 121 - FCN = 297494.595249 Edm = 0.0287036 NCalls = 835
VariableMetric: Iteration # 122 - FCN = 297494.4394651 Edm = 0.030234 NCalls = 838
VariableMetric: Iteration # 123 - FCN = 297494.3924226 Edm = 0.0103455 NCalls = 840
VariableMetric: Iteration # 124 - FCN = 297494.3572659 Edm = 0.00945996 NCalls = 842
VariableMetric: Iteration # 125 - FCN = 297494.3401507 Edm = 0.0029052 NCalls = 844
VariableMetric: Iteration # 126 - FCN = 297494.3361684 Edm = 0.00200222 NCalls = 846
VariableMetric: Iteration # 127 - FCN = 297494.3230907 Edm = 0.00819693 NCalls = 849
VariableMetric: Iteration # 128 - FCN = 297494.3012815 Edm = 0.00157131 NCalls = 851
VariableMetric: Iteration # 129 - FCN = 297494.2990058 Edm = 0.000716055 NCalls = 853
VariableMetric: Iteration # 130 - FCN = 297494.2908253 Edm = 0.00275705 NCalls = 857
VariableMetric: Iteration # 131 - FCN = 297494.2864108 Edm = 0.000488693 NCalls = 859
VariableMetric: Iteration # 132 - FCN = 297494.2849654 Edm = 0.000703145 NCalls = 861
VariableMetric: Iteration # 133 - FCN = 297494.2830941 Edm = 0.000206506 NCalls = 863
VariableMetric: Iteration # 134 - FCN = 297494.2828055 Edm = 1.79465e-05 NCalls = 865
VariableMetric: After Hessian - FCN = 297494.2828055 Edm = 0.000176549 NCalls = 1354
VariableMetric: Iteration # 135 - FCN = 297494.2828055 Edm = 0.000176549 NCalls = 1354
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 310027.2988791 Edm = 23.771 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 310027.2988791 Edm = 23.771 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 304984.3357739 Edm = 17.3604 NCalls = 9
VariableMetric: Iteration # 2 - FCN = 304953.9232118 Edm = 18.4953 NCalls = 11
VariableMetric: Iteration # 3 - FCN = 304868.337844 Edm = 75.5609 NCalls = 15
VariableMetric: Iteration # 4 - FCN = 302012.9989139 Edm = 157.028 NCalls = 21
VariableMetric: Iteration # 5 - FCN = 297983.1108381 Edm = 24.6329 NCalls = 29
VariableMetric: Iteration # 6 - FCN = 297924.4348789 Edm = 33.412 NCalls = 33
VariableMetric: Iteration # 7 - FCN = 297916.5095815 Edm = 0.424742 NCalls = 35
VariableMetric: Iteration # 8 - FCN = 297915.4651298 Edm = 0.610408 NCalls = 37
VariableMetric: Iteration # 9 - FCN = 297902.8940476 Edm = 8.58322 NCalls = 41
VariableMetric: Iteration # 10 - FCN = 297829.0029909 Edm = 0.149113 NCalls = 44
VariableMetric: Iteration # 11 - FCN = 297828.7287379 Edm = 0.0184465 NCalls = 45
VariableMetric: Iteration # 12 - FCN = 297828.4954761 Edm = 0.270755 NCalls = 48
VariableMetric: Iteration # 13 - FCN = 297820.2885302 Edm = 8.05257 NCalls = 55
VariableMetric: Iteration # 14 - FCN = 297820.1534146 Edm = 0.104198 NCalls = 58
VariableMetric: Iteration # 15 - FCN = 297806.3817108 Edm = 10.8717 NCalls = 63
VariableMetric: Iteration # 16 - FCN = 297674.7197523 Edm = 4.28097 NCalls = 66
VariableMetric: Iteration # 17 - FCN = 297668.7866785 Edm = 0.091592 NCalls = 68
VariableMetric: Iteration # 18 - FCN = 297668.6879994 Edm = 0.00959171 NCalls = 70
VariableMetric: Iteration # 19 - FCN = 297668.6064223 Edm = 0.0740015 NCalls = 73
VariableMetric: Iteration # 20 - FCN = 297653.3895053 Edm = 0.740813 NCalls = 80
VariableMetric: Iteration # 21 - FCN = 297599.28323 Edm = 5.72285 NCalls = 83
VariableMetric: Iteration # 22 - FCN = 297589.7651503 Edm = 0.422313 NCalls = 85
VariableMetric: Iteration # 23 - FCN = 297588.9302341 Edm = 0.05424 NCalls = 88
VariableMetric: Iteration # 24 - FCN = 297588.8314453 Edm = 0.0141973 NCalls = 90
VariableMetric: Iteration # 25 - FCN = 297588.6890064 Edm = 0.0941316 NCalls = 93
VariableMetric: Iteration # 26 - FCN = 297503.7110846 Edm = 7.84728 NCalls = 104
VariableMetric: Iteration # 27 - FCN = 297499.9120603 Edm = 44.0319 NCalls = 107
VariableMetric: Iteration # 28 - FCN = 297454.182057 Edm = 15.8383 NCalls = 110
VariableMetric: Iteration # 29 - FCN = 297430.3770954 Edm = 3.69928 NCalls = 112
VariableMetric: Iteration # 30 - FCN = 297424.7841566 Edm = 1.97618 NCalls = 115
VariableMetric: Iteration # 31 - FCN = 297420.210467 Edm = 0.621258 NCalls = 117
VariableMetric: Iteration # 32 - FCN = 297419.4537476 Edm = 0.244264 NCalls = 119
VariableMetric: Iteration # 33 - FCN = 297419.1515027 Edm = 0.0998413 NCalls = 121
VariableMetric: Iteration # 34 - FCN = 297418.3057791 Edm = 0.558485 NCalls = 124
VariableMetric: Iteration # 35 - FCN = 297413.1855483 Edm = 4.19188 NCalls = 128
VariableMetric: Iteration # 36 - FCN = 297406.6515587 Edm = 4.29032 NCalls = 131
VariableMetric: Iteration # 37 - FCN = 297388.2947998 Edm = 17.5939 NCalls = 133
VariableMetric: Iteration # 38 - FCN = 297372.6989121 Edm = 6.7592 NCalls = 137
VariableMetric: Iteration # 39 - FCN = 297360.7119957 Edm = 1.20523 NCalls = 139
VariableMetric: Iteration # 40 - FCN = 297358.9270422 Edm = 1.20502 NCalls = 141
VariableMetric: Iteration # 41 - FCN = 297336.4926717 Edm = 26.9021 NCalls = 148
VariableMetric: Iteration # 42 - FCN = 297335.04119 Edm = 19.782 NCalls = 151
VariableMetric: Iteration # 43 - FCN = 297315.6022382 Edm = 7.85127 NCalls = 155
VariableMetric: Iteration # 44 - FCN = 297306.1525261 Edm = 1.22859 NCalls = 157
VariableMetric: Iteration # 45 - FCN = 297304.7293981 Edm = 0.116262 NCalls = 159
VariableMetric: Iteration # 46 - FCN = 297304.62538 Edm = 0.00982483 NCalls = 161
VariableMetric: Iteration # 47 - FCN = 297304.6125881 Edm = 0.00460752 NCalls = 163
VariableMetric: Iteration # 48 - FCN = 297304.5715387 Edm = 0.0245695 NCalls = 166
VariableMetric: Iteration # 49 - FCN = 297303.7734091 Edm = 0.764152 NCalls = 170
VariableMetric: Iteration # 50 - FCN = 297299.5111095 Edm = 3.15152 NCalls = 176
VariableMetric: Iteration # 51 - FCN = 297280.9297066 Edm = 0.234033 NCalls = 179
VariableMetric: Iteration # 52 - FCN = 297280.6811147 Edm = 0.00318435 NCalls = 181
VariableMetric: Iteration # 53 - FCN = 297280.6759937 Edm = 0.000694206 NCalls = 183
VariableMetric: Iteration # 54 - FCN = 297280.6711453 Edm = 0.00435026 NCalls = 186
VariableMetric: Iteration # 55 - FCN = 297279.6267185 Edm = 0.0865306 NCalls = 193
VariableMetric: Iteration # 56 - FCN = 297276.4424543 Edm = 0.417117 NCalls = 195
VariableMetric: Iteration # 57 - FCN = 297275.7981301 Edm = 0.0240968 NCalls = 197
VariableMetric: Iteration # 58 - FCN = 297275.7751278 Edm = 0.000477535 NCalls = 198
VariableMetric: Iteration # 59 - FCN = 297275.7740611 Edm = 0.000603069 NCalls = 200
VariableMetric: Iteration # 60 - FCN = 297275.7257993 Edm = 0.0537723 NCalls = 206
VariableMetric: Iteration # 61 - FCN = 297275.4121686 Edm = 0.19981 NCalls = 213
VariableMetric: Iteration # 62 - FCN = 297270.0681332 Edm = 3.35643 NCalls = 217
VariableMetric: Iteration # 63 - FCN = 297263.0421945 Edm = 1.91334 NCalls = 220
VariableMetric: Iteration # 64 - FCN = 297262.019542 Edm = 1.13051 NCalls = 222
VariableMetric: Iteration # 65 - FCN = 297260.9817324 Edm = 0.753965 NCalls = 225
VariableMetric: Iteration # 66 - FCN = 297257.343212 Edm = 2.3478 NCalls = 228
VariableMetric: Iteration # 67 - FCN = 297254.9932942 Edm = 2.32129 NCalls = 231
VariableMetric: Iteration # 68 - FCN = 297254.1573777 Edm = 0.47295 NCalls = 233
VariableMetric: Iteration # 69 - FCN = 297253.7204073 Edm = 0.104921 NCalls = 236
VariableMetric: Iteration # 70 - FCN = 297253.5812165 Edm = 0.0412653 NCalls = 238
VariableMetric: Iteration # 71 - FCN = 297253.5420303 Edm = 0.0051649 NCalls = 240
VariableMetric: Iteration # 72 - FCN = 297253.5359635 Edm = 0.00109318 NCalls = 242
VariableMetric: Iteration # 73 - FCN = 297253.5334583 Edm = 0.000775002 NCalls = 244
VariableMetric: Iteration # 74 - FCN = 297253.5278889 Edm = 0.00414602 NCalls = 247
VariableMetric: Iteration # 75 - FCN = 297253.3986932 Edm = 0.129993 NCalls = 251
VariableMetric: Iteration # 76 - FCN = 297252.7036387 Edm = 0.620591 NCalls = 257
VariableMetric: Iteration # 77 - FCN = 297243.1466953 Edm = 2.02597 NCalls = 261
VariableMetric: Iteration # 78 - FCN = 297239.7124018 Edm = 1.52235 NCalls = 263
VariableMetric: Iteration # 79 - FCN = 297238.7844739 Edm = 0.638117 NCalls = 265
VariableMetric: Iteration # 80 - FCN = 297238.3292887 Edm = 0.0777554 NCalls = 267
VariableMetric: Iteration # 81 - FCN = 297238.2941215 Edm = 0.00687899 NCalls = 269
VariableMetric: Iteration # 82 - FCN = 297238.2876709 Edm = 0.000307005 NCalls = 270
VariableMetric: Iteration # 83 - FCN = 297238.2869437 Edm = 0.000406658 NCalls = 272
VariableMetric: Iteration # 84 - FCN = 297238.2798074 Edm = 0.00708911 NCalls = 276
VariableMetric: Iteration # 85 - FCN = 297238.0735507 Edm = 0.181309 NCalls = 283
VariableMetric: Iteration # 86 - FCN = 297235.4266728 Edm = 0.897641 NCalls = 288
VariableMetric: Iteration # 87 - FCN = 297234.3995309 Edm = 0.186208 NCalls = 290
VariableMetric: Iteration # 88 - FCN = 297234.2616287 Edm = 0.0383245 NCalls = 291
VariableMetric: Iteration # 89 - FCN = 297234.2150333 Edm = 0.00567083 NCalls = 293
VariableMetric: Iteration # 90 - FCN = 297234.2093571 Edm = 0.000514851 NCalls = 294
VariableMetric: Iteration # 91 - FCN = 297234.2087451 Edm = 9.12687e-05 NCalls = 296
VariableMetric: Iteration # 92 - FCN = 297234.2082343 Edm = 0.000428983 NCalls = 299
VariableMetric: Iteration # 93 - FCN = 297234.1932235 Edm = 0.0153832 NCalls = 305
VariableMetric: Iteration # 94 - FCN = 297234.0581311 Edm = 0.0113789 NCalls = 312
VariableMetric: Iteration # 95 - FCN = 297233.279173 Edm = 0.178476 NCalls = 315
VariableMetric: Iteration # 96 - FCN = 297232.8679609 Edm = 0.00946789 NCalls = 317
VariableMetric: Iteration # 97 - FCN = 297232.8589243 Edm = 0.000952174 NCalls = 319
VariableMetric: Iteration # 98 - FCN = 297232.8580988 Edm = 0.000218975 NCalls = 321
VariableMetric: Iteration # 99 - FCN = 297232.8564836 Edm = 0.00122555 NCalls = 324
VariableMetric: Iteration # 100 - FCN = 297232.8235729 Edm = 0.0341454 NCalls = 328
VariableMetric: Iteration # 101 - FCN = 297232.5886819 Edm = 0.225631 NCalls = 334
VariableMetric: Iteration # 102 - FCN = 297230.6709816 Edm = 0.455834 NCalls = 339
VariableMetric: Iteration # 103 - FCN = 297230.0728106 Edm = 0.0987545 NCalls = 341
VariableMetric: Iteration # 104 - FCN = 297229.9447698 Edm = 0.0422943 NCalls = 343
VariableMetric: Iteration # 105 - FCN = 297229.8549243 Edm = 0.0909755 NCalls = 345
VariableMetric: Iteration # 106 - FCN = 297229.8262239 Edm = 0.0244455 NCalls = 348
VariableMetric: Iteration # 107 - FCN = 297229.7990412 Edm = 0.00187777 NCalls = 350
VariableMetric: Iteration # 108 - FCN = 297229.7964954 Edm = 0.000142648 NCalls = 352
VariableMetric: Iteration # 109 - FCN = 297229.7962583 Edm = 8.81506e-05 NCalls = 354
VariableMetric: Iteration # 110 - FCN = 297229.793324 Edm = 0.00354146 NCalls = 358
VariableMetric: Iteration # 111 - FCN = 297229.7885074 Edm = 0.0045826 NCalls = 363
VariableMetric: Iteration # 112 - FCN = 297228.6355843 Edm = 0.577562 NCalls = 369
VariableMetric: Iteration # 113 - FCN = 297227.8741337 Edm = 0.278177 NCalls = 372
VariableMetric: Iteration # 114 - FCN = 297227.7942947 Edm = 0.0169589 NCalls = 374
VariableMetric: Iteration # 115 - FCN = 297227.7718989 Edm = 0.00426877 NCalls = 376
VariableMetric: Iteration # 116 - FCN = 297227.7650868 Edm = 0.00130832 NCalls = 378
VariableMetric: Iteration # 117 - FCN = 297227.7635512 Edm = 0.000130982 NCalls = 380
VariableMetric: Iteration # 118 - FCN = 297227.763352 Edm = 6.52415e-05 NCalls = 382
VariableMetric: After Hessian - FCN = 297227.763352 Edm = 166.556 NCalls = 861
VariableMetric: Iteration # 119 - FCN = 297227.763352 Edm = 166.556 NCalls = 861
VariableMetric: Iteration # 120 - FCN = 297227.6502304 Edm = 1.68307 NCalls = 866
VariableMetric: Iteration # 121 - FCN = 297226.454663 Edm = 0.573329 NCalls = 869
VariableMetric: Iteration # 122 - FCN = 297226.3419819 Edm = 0.255149 NCalls = 871
VariableMetric: Iteration # 123 - FCN = 297225.9877684 Edm = 0.0869301 NCalls = 874
VariableMetric: Iteration # 124 - FCN = 297225.8190405 Edm = 0.114105 NCalls = 877
VariableMetric: Iteration # 125 - FCN = 297225.7111359 Edm = 0.0669717 NCalls = 880
VariableMetric: Iteration # 126 - FCN = 297225.5892984 Edm = 0.0285429 NCalls = 884
VariableMetric: Iteration # 127 - FCN = 297225.5421949 Edm = 0.034061 NCalls = 886
VariableMetric: Iteration # 128 - FCN = 297225.5159933 Edm = 0.0175123 NCalls = 888
VariableMetric: Iteration # 129 - FCN = 297225.4765049 Edm = 0.0152045 NCalls = 891
VariableMetric: Iteration # 130 - FCN = 297225.4013982 Edm = 0.0367357 NCalls = 893
VariableMetric: Iteration # 131 - FCN = 297225.2878845 Edm = 0.111939 NCalls = 896
VariableMetric: Iteration # 132 - FCN = 297225.1995068 Edm = 0.0879533 NCalls = 899
VariableMetric: Iteration # 133 - FCN = 297225.0076957 Edm = 0.307394 NCalls = 903
VariableMetric: Iteration # 134 - FCN = 297224.8680163 Edm = 0.225807 NCalls = 907
VariableMetric: Iteration # 135 - FCN = 297224.3624924 Edm = 0.363351 NCalls = 914
VariableMetric: Iteration # 136 - FCN = 297224.0014797 Edm = 1.03974 NCalls = 919
VariableMetric: Iteration # 137 - FCN = 297223.728059 Edm = 0.820517 NCalls = 922
VariableMetric: Iteration # 138 - FCN = 297223.6295906 Edm = 0.137575 NCalls = 925
VariableMetric: Iteration # 139 - FCN = 297223.4405192 Edm = 0.314075 NCalls = 929
VariableMetric: Iteration # 140 - FCN = 297221.7319883 Edm = 1.43006 NCalls = 934
VariableMetric: Iteration # 141 - FCN = 297221.2476207 Edm = 0.870076 NCalls = 936
VariableMetric: Iteration # 142 - FCN = 297220.2965784 Edm = 1.09637 NCalls = 939
VariableMetric: Iteration # 143 - FCN = 297219.9215688 Edm = 1.1204 NCalls = 941
VariableMetric: Iteration # 144 - FCN = 297219.0376852 Edm = 0.435417 NCalls = 946
VariableMetric: Iteration # 145 - FCN = 297218.6834652 Edm = 0.275125 NCalls = 948
VariableMetric: Iteration # 146 - FCN = 297218.4043278 Edm = 0.179353 NCalls = 951
VariableMetric: Iteration # 147 - FCN = 297218.2406776 Edm = 0.163534 NCalls = 953
VariableMetric: Iteration # 148 - FCN = 297217.6869236 Edm = 0.299814 NCalls = 959
VariableMetric: Iteration # 149 - FCN = 297217.0370429 Edm = 1.15886 NCalls = 962
VariableMetric: Iteration # 150 - FCN = 297216.374326 Edm = 0.961621 NCalls = 965
VariableMetric: Iteration # 151 - FCN = 297215.1636765 Edm = 1.22382 NCalls = 968
VariableMetric: Iteration # 152 - FCN = 297215.0223423 Edm = 4.31899 NCalls = 970
VariableMetric: Iteration # 153 - FCN = 297214.0851542 Edm = 0.578937 NCalls = 972
VariableMetric: Iteration # 154 - FCN = 297213.6928238 Edm = 0.318561 NCalls = 974
VariableMetric: Iteration # 155 - FCN = 297213.268914 Edm = 0.295938 NCalls = 977
VariableMetric: Iteration # 156 - FCN = 297212.9766838 Edm = 0.250015 NCalls = 980
VariableMetric: Iteration # 157 - FCN = 297212.5003534 Edm = 0.31306 NCalls = 983
VariableMetric: Iteration # 158 - FCN = 297212.1710547 Edm = 0.441113 NCalls = 986
VariableMetric: Iteration # 159 - FCN = 297211.723527 Edm = 0.244548 NCalls = 988
VariableMetric: Iteration # 160 - FCN = 297211.4308867 Edm = 0.148528 NCalls = 990
VariableMetric: Iteration # 161 - FCN = 297211.3063344 Edm = 0.110148 NCalls = 993
VariableMetric: Iteration # 162 - FCN = 297211.1906643 Edm = 0.0670436 NCalls = 995
VariableMetric: Iteration # 163 - FCN = 297211.144636 Edm = 0.0584609 NCalls = 998
VariableMetric: Iteration # 164 - FCN = 297211.0766124 Edm = 0.0184113 NCalls = 1000
VariableMetric: Iteration # 165 - FCN = 297211.0104786 Edm = 0.0448139 NCalls = 1004
VariableMetric: Iteration # 166 - FCN = 297210.9725935 Edm = 0.0455402 NCalls = 1006
VariableMetric: Iteration # 167 - FCN = 297210.9313129 Edm = 0.0206751 NCalls = 1009
VariableMetric: Iteration # 168 - FCN = 297210.8948997 Edm = 0.0107928 NCalls = 1011
VariableMetric: Iteration # 169 - FCN = 297210.8838747 Edm = 0.00852397 NCalls = 1013
VariableMetric: Iteration # 170 - FCN = 297210.8762886 Edm = 0.00714864 NCalls = 1015
VariableMetric: Iteration # 171 - FCN = 297210.8667201 Edm = 0.00483902 NCalls = 1018
VariableMetric: Iteration # 172 - FCN = 297210.8544654 Edm = 0.00447923 NCalls = 1020
VariableMetric: Iteration # 173 - FCN = 297210.8441472 Edm = 0.00320673 NCalls = 1022
VariableMetric: Iteration # 174 - FCN = 297210.8384055 Edm = 0.00491027 NCalls = 1025
VariableMetric: Iteration # 175 - FCN = 297210.829608 Edm = 0.00392354 NCalls = 1027
VariableMetric: Iteration # 176 - FCN = 297210.8216474 Edm = 0.00449009 NCalls = 1030
VariableMetric: Iteration # 177 - FCN = 297210.8158474 Edm = 0.00165647 NCalls = 1032
VariableMetric: Iteration # 178 - FCN = 297210.8136285 Edm = 0.00090498 NCalls = 1035
VariableMetric: Iteration # 179 - FCN = 297210.8127198 Edm = 0.000197884 NCalls = 1037
VariableMetric: Iteration # 180 - FCN = 297210.8123299 Edm = 9.76526e-05 NCalls = 1039
VariableMetric: Iteration # 181 - FCN = 297210.8120503 Edm = 0.000139745 NCalls = 1041
VariableMetric: Iteration # 182 - FCN = 297210.8110315 Edm = 0.000571354 NCalls = 1044
VariableMetric: Iteration # 183 - FCN = 297210.80631 Edm = 0.00129428 NCalls = 1048
VariableMetric: Iteration # 184 - FCN = 297210.8026781 Edm = 0.00200477 NCalls = 1050
VariableMetric: Iteration # 185 - FCN = 297210.794843 Edm = 0.00805428 NCalls = 1055
VariableMetric: Iteration # 186 - FCN = 297210.7857048 Edm = 0.00779477 NCalls = 1057
VariableMetric: Iteration # 187 - FCN = 297210.7801071 Edm = 0.00622705 NCalls = 1059
VariableMetric: Iteration # 188 - FCN = 297210.7749904 Edm = 0.00114382 NCalls = 1061
VariableMetric: Iteration # 189 - FCN = 297210.7737241 Edm = 0.000558195 NCalls = 1063
VariableMetric: Iteration # 190 - FCN = 297210.7732818 Edm = 0.000230947 NCalls = 1065
VariableMetric: Iteration # 191 - FCN = 297210.7729626 Edm = 9.28369e-05 NCalls = 1067
VariableMetric: Iteration # 192 - FCN = 297210.772839 Edm = 3.49882e-05 NCalls = 1069
VariableMetric: After Hessian - FCN = 297210.772839 Edm = 8.68952e-05 NCalls = 1556
VariableMetric: Iteration # 193 - FCN = 297210.772839 Edm = 8.68952e-05 NCalls = 1556
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 316415.2319744 Edm = 27.7908 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 316415.2319744 Edm = 27.7908 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 298549.8658912 Edm = 2.09369 NCalls = 10
VariableMetric: Iteration # 2 - FCN = 298544.9477978 Edm = 2.27554 NCalls = 12
VariableMetric: Iteration # 3 - FCN = 298253.6154128 Edm = 7.71907 NCalls = 18
VariableMetric: Iteration # 4 - FCN = 298239.3403895 Edm = 2.23591 NCalls = 20
VariableMetric: Iteration # 5 - FCN = 298236.3618359 Edm = 2.88873 NCalls = 22
VariableMetric: Iteration # 6 - FCN = 297993.7707975 Edm = 106.099 NCalls = 29
VariableMetric: Iteration # 7 - FCN = 297734.7625535 Edm = 44.3424 NCalls = 32
VariableMetric: Iteration # 8 - FCN = 297702.1552981 Edm = 1.21962 NCalls = 34
VariableMetric: Iteration # 9 - FCN = 297701.2977218 Edm = 0.0300253 NCalls = 36
VariableMetric: Iteration # 10 - FCN = 297701.1830412 Edm = 0.106957 NCalls = 38
VariableMetric: Iteration # 11 - FCN = 297676.5943426 Edm = 22.5196 NCalls = 45
VariableMetric: Iteration # 12 - FCN = 297676.5020942 Edm = 0.0370987 NCalls = 47
VariableMetric: Iteration # 13 - FCN = 297662.1443788 Edm = 12.21 NCalls = 54
VariableMetric: Iteration # 14 - FCN = 297547.1790056 Edm = 6.94205 NCalls = 60
VariableMetric: Iteration # 15 - FCN = 297540.5857405 Edm = 2.16367 NCalls = 61
VariableMetric: Iteration # 16 - FCN = 297538.286841 Edm = 0.759632 NCalls = 63
VariableMetric: Iteration # 17 - FCN = 297537.4271995 Edm = 0.0406511 NCalls = 65
VariableMetric: Iteration # 18 - FCN = 297537.36168 Edm = 0.0128582 NCalls = 67
VariableMetric: Iteration # 19 - FCN = 297537.0133825 Edm = 0.288259 NCalls = 71
VariableMetric: Iteration # 20 - FCN = 297521.1569196 Edm = 11.5252 NCalls = 76
VariableMetric: Iteration # 21 - FCN = 297485.5990608 Edm = 4.11114 NCalls = 79
VariableMetric: Iteration # 22 - FCN = 297478.965293 Edm = 0.492805 NCalls = 81
VariableMetric: Iteration # 23 - FCN = 297478.4040527 Edm = 0.0368324 NCalls = 83
VariableMetric: Iteration # 24 - FCN = 297478.3643466 Edm = 0.00706626 NCalls = 85
VariableMetric: Iteration # 25 - FCN = 297478.2831242 Edm = 0.070451 NCalls = 88
VariableMetric: Iteration # 26 - FCN = 297472.7579522 Edm = 4.2548 NCalls = 93
VariableMetric: Iteration # 27 - FCN = 297453.6332136 Edm = 5.66044 NCalls = 97
VariableMetric: Iteration # 28 - FCN = 297450.0623441 Edm = 1.37529 NCalls = 99
VariableMetric: Iteration # 29 - FCN = 297446.7565302 Edm = 0.933682 NCalls = 103
VariableMetric: Iteration # 30 - FCN = 297442.7306471 Edm = 1.82437 NCalls = 107
VariableMetric: Iteration # 31 - FCN = 297442.2710142 Edm = 0.891628 NCalls = 109
VariableMetric: Iteration # 32 - FCN = 297441.2564674 Edm = 0.126683 NCalls = 111
VariableMetric: Iteration # 33 - FCN = 297441.0794667 Edm = 0.00679951 NCalls = 113
VariableMetric: Iteration # 34 - FCN = 297441.0695955 Edm = 0.00273983 NCalls = 115
VariableMetric: Iteration # 35 - FCN = 297441.0541522 Edm = 0.0178026 NCalls = 118
VariableMetric: Iteration # 36 - FCN = 297439.9518736 Edm = 0.923365 NCalls = 125
VariableMetric: Iteration # 37 - FCN = 297421.9586488 Edm = 4.59193 NCalls = 129
VariableMetric: Iteration # 38 - FCN = 297421.2018618 Edm = 1.775 NCalls = 131
VariableMetric: Iteration # 39 - FCN = 297420.2769491 Edm = 0.0901975 NCalls = 133
VariableMetric: Iteration # 40 - FCN = 297420.123532 Edm = 0.100962 NCalls = 136
VariableMetric: Iteration # 41 - FCN = 297419.5871 Edm = 0.164481 NCalls = 141
VariableMetric: Iteration # 42 - FCN = 297419.3456979 Edm = 0.128949 NCalls = 143
VariableMetric: Iteration # 43 - FCN = 297419.3043983 Edm = 0.0205874 NCalls = 145
VariableMetric: Iteration # 44 - FCN = 297419.2661689 Edm = 0.0114529 NCalls = 147
VariableMetric: Iteration # 45 - FCN = 297419.2549905 Edm = 0.00245585 NCalls = 149
VariableMetric: Iteration # 46 - FCN = 297419.2477999 Edm = 0.00391093 NCalls = 151
VariableMetric: Iteration # 47 - FCN = 297419.0784227 Edm = 0.153146 NCalls = 155
VariableMetric: Iteration # 48 - FCN = 297412.9153493 Edm = 7.36877 NCalls = 166
VariableMetric: Iteration # 49 - FCN = 297403.460901 Edm = 3.08221 NCalls = 171
VariableMetric: Iteration # 50 - FCN = 297398.8172404 Edm = 0.559323 NCalls = 173
VariableMetric: Iteration # 51 - FCN = 297398.5102319 Edm = 0.223299 NCalls = 175
VariableMetric: Iteration # 52 - FCN = 297398.3353247 Edm = 0.00889308 NCalls = 177
VariableMetric: Iteration # 53 - FCN = 297398.325286 Edm = 0.000564875 NCalls = 179
VariableMetric: Iteration # 54 - FCN = 297398.3220065 Edm = 0.00251417 NCalls = 182
VariableMetric: Iteration # 55 - FCN = 297398.2096044 Edm = 0.107901 NCalls = 186
VariableMetric: Iteration # 56 - FCN = 297393.6213366 Edm = 1.94629 NCalls = 192
VariableMetric: Iteration # 57 - FCN = 297389.4256922 Edm = 1.50347 NCalls = 195
VariableMetric: Iteration # 58 - FCN = 297388.0824718 Edm = 3.93092 NCalls = 198
VariableMetric: Iteration # 59 - FCN = 297384.1835366 Edm = 2.62363 NCalls = 204
VariableMetric: Iteration # 60 - FCN = 297383.1359526 Edm = 3.30836 NCalls = 208
VariableMetric: Iteration # 61 - FCN = 297380.8081055 Edm = 8.35887 NCalls = 213
VariableMetric: Iteration # 62 - FCN = 297377.6019289 Edm = 15.7945 NCalls = 217
VariableMetric: Iteration # 63 - FCN = 297373.2652752 Edm = 5.29919 NCalls = 220
VariableMetric: Iteration # 64 - FCN = 297368.380789 Edm = 0.768133 NCalls = 224
VariableMetric: Iteration # 65 - FCN = 297367.5637646 Edm = 0.0897539 NCalls = 226
VariableMetric: Iteration # 66 - FCN = 297367.5330441 Edm = 0.0362014 NCalls = 228
VariableMetric: Iteration # 67 - FCN = 297367.4854841 Edm = 0.0292858 NCalls = 230
VariableMetric: Iteration # 68 - FCN = 297367.2856879 Edm = 0.0887678 NCalls = 233
VariableMetric: Iteration # 69 - FCN = 297367.1876715 Edm = 0.00564433 NCalls = 235
VariableMetric: Iteration # 70 - FCN = 297367.1819189 Edm = 0.00159083 NCalls = 236
VariableMetric: Iteration # 71 - FCN = 297367.167577 Edm = 0.0141588 NCalls = 239
VariableMetric: Iteration # 72 - FCN = 297367.066244 Edm = 0.0923987 NCalls = 244
VariableMetric: Iteration # 73 - FCN = 297364.6562944 Edm = 1.04883 NCalls = 248
VariableMetric: Iteration # 74 - FCN = 297363.2792798 Edm = 0.10284 NCalls = 251
VariableMetric: Iteration # 75 - FCN = 297363.173063 Edm = 0.00157516 NCalls = 252
VariableMetric: Iteration # 76 - FCN = 297363.1706819 Edm = 0.000432779 NCalls = 254
VariableMetric: Iteration # 77 - FCN = 297363.1695758 Edm = 0.000533891 NCalls = 256
VariableMetric: Iteration # 78 - FCN = 297363.1586347 Edm = 0.0112077 NCalls = 260
VariableMetric: Iteration # 79 - FCN = 297362.5367109 Edm = 0.299514 NCalls = 267
VariableMetric: Iteration # 80 - FCN = 297359.8526644 Edm = 1.46678 NCalls = 269
VariableMetric: Iteration # 81 - FCN = 297358.3907159 Edm = 0.568953 NCalls = 271
VariableMetric: Iteration # 82 - FCN = 297358.28463 Edm = 0.098883 NCalls = 273
VariableMetric: Iteration # 83 - FCN = 297358.2219739 Edm = 0.00450382 NCalls = 275
VariableMetric: Iteration # 84 - FCN = 297358.2151492 Edm = 0.00218144 NCalls = 277
VariableMetric: Iteration # 85 - FCN = 297358.2114313 Edm = 0.000735249 NCalls = 279
VariableMetric: Iteration # 86 - FCN = 297358.2105016 Edm = 0.000307655 NCalls = 281
VariableMetric: Iteration # 87 - FCN = 297358.2074602 Edm = 0.00242147 NCalls = 284
VariableMetric: Iteration # 88 - FCN = 297358.1178681 Edm = 0.0877739 NCalls = 288
VariableMetric: Iteration # 89 - FCN = 297355.5869688 Edm = 1.05986 NCalls = 299
VariableMetric: Iteration # 90 - FCN = 297355.4949532 Edm = 0.367896 NCalls = 301
VariableMetric: Iteration # 91 - FCN = 297355.1381992 Edm = 0.00614497 NCalls = 303
VariableMetric: Iteration # 92 - FCN = 297355.1280439 Edm = 0.00464131 NCalls = 305
VariableMetric: Iteration # 93 - FCN = 297355.0872854 Edm = 0.013968 NCalls = 308
VariableMetric: Iteration # 94 - FCN = 297355.0704777 Edm = 0.00239666 NCalls = 310
VariableMetric: Iteration # 95 - FCN = 297355.0680737 Edm = 0.00112014 NCalls = 311
VariableMetric: Iteration # 96 - FCN = 297355.066985 Edm = 0.000145 NCalls = 313
VariableMetric: Iteration # 97 - FCN = 297355.0667485 Edm = 5.77461e-05 NCalls = 315
VariableMetric: After Hessian - FCN = 297355.0667485 Edm = 3.00975 NCalls = 796
VariableMetric: Iteration # 98 - FCN = 297355.0667485 Edm = 3.00975 NCalls = 796
VariableMetric: Iteration # 99 - FCN = 297352.0091633 Edm = 0.0681123 NCalls = 797
VariableMetric: Iteration # 100 - FCN = 297351.9658827 Edm = 0.0124761 NCalls = 799
VariableMetric: Iteration # 101 - FCN = 297351.9465505 Edm = 0.00196284 NCalls = 801
VariableMetric: Iteration # 102 - FCN = 297351.9373537 Edm = 0.00556717 NCalls = 803
VariableMetric: Iteration # 103 - FCN = 297351.9174181 Edm = 0.0194726 NCalls = 808
VariableMetric: Iteration # 104 - FCN = 297351.9034161 Edm = 0.0276068 NCalls = 811
VariableMetric: Iteration # 105 - FCN = 297351.8735098 Edm = 0.046105 NCalls = 815
VariableMetric: Iteration # 106 - FCN = 297351.8414207 Edm = 0.069451 NCalls = 819
VariableMetric: Iteration # 107 - FCN = 297351.8247106 Edm = 0.0476118 NCalls = 822
VariableMetric: Iteration # 108 - FCN = 297351.7949743 Edm = 0.0914994 NCalls = 825
VariableMetric: Iteration # 109 - FCN = 297351.6661713 Edm = 0.197175 NCalls = 829
VariableMetric: Iteration # 110 - FCN = 297351.5878678 Edm = 0.0586994 NCalls = 833
VariableMetric: Iteration # 111 - FCN = 297351.5064033 Edm = 0.0284085 NCalls = 836
VariableMetric: Iteration # 112 - FCN = 297351.4838063 Edm = 0.00226606 NCalls = 838
VariableMetric: Iteration # 113 - FCN = 297351.4805538 Edm = 0.000530234 NCalls = 840
VariableMetric: Iteration # 114 - FCN = 297351.4795824 Edm = 0.000191165 NCalls = 842
VariableMetric: Iteration # 115 - FCN = 297351.4793605 Edm = 5.04934e-05 NCalls = 844
VariableMetric: After Hessian - FCN = 297351.4793605 Edm = 0.00684557 NCalls = 1333
VariableMetric: Iteration # 116 - FCN = 297351.4793605 Edm = 0.00684557 NCalls = 1333
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 322110.8724986 Edm = 35.9681 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 322110.8724986 Edm = 35.9681 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 307760.3390288 Edm = 1250.54 NCalls = 8
VariableMetric: Iteration # 2 - FCN = 306841.0589622 Edm = 409.413 NCalls = 11
VariableMetric: Iteration # 3 - FCN = 305756.406159 Edm = 550.527 NCalls = 14
VariableMetric: Iteration # 4 - FCN = 298759.4038499 Edm = 882.279 NCalls = 20
VariableMetric: Iteration # 5 - FCN = 298107.4811317 Edm = 159.53 NCalls = 22
VariableMetric: Iteration # 6 - FCN = 297927.7707108 Edm = 29.3466 NCalls = 25
VariableMetric: Iteration # 7 - FCN = 297881.5826925 Edm = 1.35107 NCalls = 27
VariableMetric: Iteration # 8 - FCN = 297878.5546067 Edm = 0.696177 NCalls = 29
VariableMetric: Iteration # 9 - FCN = 297850.5530633 Edm = 20.1284 NCalls = 33
VariableMetric: Iteration # 10 - FCN = 297628.0698079 Edm = 24.3496 NCalls = 37
VariableMetric: Iteration # 11 - FCN = 297608.7704983 Edm = 0.72259 NCalls = 39
VariableMetric: Iteration # 12 - FCN = 297607.9625515 Edm = 0.0437958 NCalls = 41
VariableMetric: Iteration # 13 - FCN = 297607.7018444 Edm = 0.260737 NCalls = 44
VariableMetric: Iteration # 14 - FCN = 297550.4987349 Edm = 12.8245 NCalls = 51
VariableMetric: Iteration # 15 - FCN = 297408.9242458 Edm = 34.1793 NCalls = 54
VariableMetric: Iteration # 16 - FCN = 297306.3688675 Edm = 10.0933 NCalls = 57
VariableMetric: Iteration # 17 - FCN = 297285.263647 Edm = 4.33231 NCalls = 61
VariableMetric: Iteration # 18 - FCN = 297271.5177813 Edm = 4.81035 NCalls = 63
VariableMetric: Iteration # 19 - FCN = 297267.3807024 Edm = 1.38208 NCalls = 65
VariableMetric: Iteration # 20 - FCN = 297266.5290055 Edm = 0.107384 NCalls = 67
VariableMetric: Iteration # 21 - FCN = 297266.4556422 Edm = 0.01048 NCalls = 69
VariableMetric: Iteration # 22 - FCN = 297266.366338 Edm = 0.0840018 NCalls = 72
VariableMetric: Iteration # 23 - FCN = 297253.2811302 Edm = 2.11975 NCalls = 79
VariableMetric: Iteration # 24 - FCN = 297229.7561228 Edm = 1.76053 NCalls = 81
VariableMetric: Iteration # 25 - FCN = 297227.3601335 Edm = 0.0253423 NCalls = 83
VariableMetric: Iteration # 26 - FCN = 297227.3350106 Edm = 0.00195024 NCalls = 84
VariableMetric: Iteration # 27 - FCN = 297227.3281354 Edm = 0.0052084 NCalls = 86
VariableMetric: Iteration # 28 - FCN = 297224.8452071 Edm = 0.200436 NCalls = 93
VariableMetric: Iteration # 29 - FCN = 297209.9202009 Edm = 5.71781 NCalls = 96
VariableMetric: Iteration # 30 - FCN = 297193.8204561 Edm = 9.96962 NCalls = 98
VariableMetric: Iteration # 31 - FCN = 297183.9950195 Edm = 3.6705 NCalls = 100
VariableMetric: Iteration # 32 - FCN = 297180.2232444 Edm = 1.93429 NCalls = 103
VariableMetric: Iteration # 33 - FCN = 297178.3465711 Edm = 0.24694 NCalls = 106
VariableMetric: Iteration # 34 - FCN = 297178.1607095 Edm = 0.00296731 NCalls = 108
VariableMetric: Iteration # 35 - FCN = 297178.1560352 Edm = 0.00175533 NCalls = 110
VariableMetric: Iteration # 36 - FCN = 297178.1073936 Edm = 0.0506755 NCalls = 114
VariableMetric: Iteration # 37 - FCN = 297177.2633262 Edm = 0.693552 NCalls = 121
VariableMetric: Iteration # 38 - FCN = 297163.8707031 Edm = 2.66198 NCalls = 125
VariableMetric: Iteration # 39 - FCN = 297160.8977764 Edm = 0.140977 NCalls = 127
VariableMetric: Iteration # 40 - FCN = 297160.7762606 Edm = 0.0038112 NCalls = 129
VariableMetric: Iteration # 41 - FCN = 297160.7719709 Edm = 0.000715924 NCalls = 131
VariableMetric: Iteration # 42 - FCN = 297160.7682781 Edm = 0.00338686 NCalls = 134
VariableMetric: Iteration # 43 - FCN = 297160.5756425 Edm = 0.193996 NCalls = 140
VariableMetric: Iteration # 44 - FCN = 297160.387679 Edm = 0.169335 NCalls = 146
VariableMetric: Iteration # 45 - FCN = 297155.8275544 Edm = 0.122487 NCalls = 151
VariableMetric: Iteration # 46 - FCN = 297155.7245713 Edm = 0.00130266 NCalls = 153
VariableMetric: Iteration # 47 - FCN = 297155.723054 Edm = 0.000284221 NCalls = 155
VariableMetric: Iteration # 48 - FCN = 297155.720163 Edm = 0.00237025 NCalls = 158
VariableMetric: Iteration # 49 - FCN = 297155.602752 Edm = 0.122929 NCalls = 163
VariableMetric: Iteration # 50 - FCN = 297152.8909112 Edm = 2.12029 NCalls = 170
VariableMetric: Iteration # 51 - FCN = 297147.4067949 Edm = 7.18543 NCalls = 173
VariableMetric: Iteration # 52 - FCN = 297143.4648621 Edm = 2.47248 NCalls = 176
VariableMetric: Iteration # 53 - FCN = 297141.336416 Edm = 4.93203 NCalls = 180
VariableMetric: Iteration # 54 - FCN = 297140.1887 Edm = 2.8104 NCalls = 183
VariableMetric: Iteration # 55 - FCN = 297138.5496643 Edm = 1.09432 NCalls = 186
VariableMetric: Iteration # 56 - FCN = 297137.6298937 Edm = 0.377714 NCalls = 188
VariableMetric: Iteration # 57 - FCN = 297137.3838226 Edm = 0.174169 NCalls = 190
VariableMetric: Iteration # 58 - FCN = 297137.2998276 Edm = 0.00638975 NCalls = 192
VariableMetric: Iteration # 59 - FCN = 297137.2896663 Edm = 0.00451456 NCalls = 194
VariableMetric: Iteration # 60 - FCN = 297137.2658754 Edm = 0.0248939 NCalls = 197
VariableMetric: Iteration # 61 - FCN = 297137.2327077 Edm = 0.00447304 NCalls = 200
VariableMetric: Iteration # 62 - FCN = 297137.2273572 Edm = 0.000317841 NCalls = 202
VariableMetric: Iteration # 63 - FCN = 297137.2217141 Edm = 0.00530124 NCalls = 206
VariableMetric: Iteration # 64 - FCN = 297136.3782027 Edm = 0.948989 NCalls = 213
VariableMetric: Iteration # 65 - FCN = 297134.9417122 Edm = 1.83332 NCalls = 220
VariableMetric: Iteration # 66 - FCN = 297134.8954153 Edm = 0.0497259 NCalls = 223
VariableMetric: Iteration # 67 - FCN = 297134.2729307 Edm = 0.568854 NCalls = 228
VariableMetric: Iteration # 68 - FCN = 297131.6220168 Edm = 0.432114 NCalls = 231
VariableMetric: Iteration # 69 - FCN = 297131.0382973 Edm = 0.0349218 NCalls = 233
VariableMetric: Iteration # 70 - FCN = 297130.992871 Edm = 0.00263322 NCalls = 235
VariableMetric: Iteration # 71 - FCN = 297130.9893327 Edm = 0.000365495 NCalls = 237
VariableMetric: Iteration # 72 - FCN = 297130.9888395 Edm = 9.30648e-05 NCalls = 239
VariableMetric: Iteration # 73 - FCN = 297130.9887198 Edm = 4.21429e-05 NCalls = 241
VariableMetric: After Hessian - FCN = 297130.9887198 Edm = 18.3418 NCalls = 724
VariableMetric: Iteration # 74 - FCN = 297130.9887198 Edm = 18.3418 NCalls = 724
VariableMetric: Iteration # 75 - FCN = 297127.3142456 Edm = 10.3049 NCalls = 726
VariableMetric: Iteration # 76 - FCN = 297125.9643838 Edm = 11.5355 NCalls = 728
VariableMetric: Iteration # 77 - FCN = 297125.9579153 Edm = 438.115 NCalls = 735
VariableMetric: Iteration # 78 - FCN = 297125.953764 Edm = 457.99 NCalls = 740
VariableMetric: Iteration # 79 - FCN = 297125.9490862 Edm = 8353.94 NCalls = 744
VariableMetric: Iteration # 80 - FCN = 297125.9245252 Edm = 401.751 NCalls = 748
VariableMetric: Iteration # 81 - FCN = 297125.8574632 Edm = 324.705 NCalls = 752
VariableMetric: Iteration # 82 - FCN = 297125.6303063 Edm = 311.015 NCalls = 755
VariableMetric: Iteration # 83 - FCN = 297125.5594029 Edm = 222.387 NCalls = 759
VariableMetric: Iteration # 84 - FCN = 297125.409633 Edm = 57.174 NCalls = 762
VariableMetric: Iteration # 85 - FCN = 297124.8879276 Edm = 710.133 NCalls = 764
VariableMetric: Iteration # 86 - FCN = 297123.9968745 Edm = 159.166 NCalls = 766
VariableMetric: Iteration # 87 - FCN = 297123.8769805 Edm = 299.411 NCalls = 768
VariableMetric: Iteration # 88 - FCN = 297123.0196955 Edm = 174.894 NCalls = 770
VariableMetric: Iteration # 89 - FCN = 297122.6672314 Edm = 262.692 NCalls = 772
VariableMetric: Iteration # 90 - FCN = 297122.4504904 Edm = 23.5332 NCalls = 775
VariableMetric: Iteration # 91 - FCN = 297122.2245128 Edm = 19.9472 NCalls = 778
VariableMetric: Iteration # 92 - FCN = 297121.8568449 Edm = 97.5086 NCalls = 780
VariableMetric: Iteration # 93 - FCN = 297121.6561576 Edm = 156.992 NCalls = 782
VariableMetric: Iteration # 94 - FCN = 297120.0756604 Edm = 59.234 NCalls = 784
VariableMetric: Iteration # 95 - FCN = 297119.2706932 Edm = 4.96858 NCalls = 786
VariableMetric: Iteration # 96 - FCN = 297117.8282351 Edm = 4.96912 NCalls = 788
VariableMetric: Iteration # 97 - FCN = 297117.6051951 Edm = 6.311 NCalls = 790
VariableMetric: Iteration # 98 - FCN = 297117.2115434 Edm = 15.7935 NCalls = 792
VariableMetric: Iteration # 99 - FCN = 297115.4234819 Edm = 182.151 NCalls = 794
VariableMetric: Iteration # 100 - FCN = 297112.5690343 Edm = 7.39033 NCalls = 797
VariableMetric: Iteration # 101 - FCN = 297109.8102884 Edm = 39.5668 NCalls = 800
VariableMetric: Iteration # 102 - FCN = 297108.2439977 Edm = 6.71243 NCalls = 802
VariableMetric: Iteration # 103 - FCN = 297106.9124155 Edm = 7.23961 NCalls = 804
VariableMetric: Iteration # 104 - FCN = 297103.9587713 Edm = 6.37806 NCalls = 808
VariableMetric: Iteration # 105 - FCN = 297103.3933076 Edm = 4.18389 NCalls = 810
VariableMetric: Iteration # 106 - FCN = 297102.0247638 Edm = 2.34335 NCalls = 812
VariableMetric: Iteration # 107 - FCN = 297100.941843 Edm = 0.469888 NCalls = 814
VariableMetric: Iteration # 108 - FCN = 297100.4726256 Edm = 0.444563 NCalls = 817
VariableMetric: Iteration # 109 - FCN = 297100.3296156 Edm = 0.166635 NCalls = 819
VariableMetric: Iteration # 110 - FCN = 297100.0890381 Edm = 0.365513 NCalls = 822
VariableMetric: Iteration # 111 - FCN = 297099.7343125 Edm = 0.997503 NCalls = 824
VariableMetric: Iteration # 112 - FCN = 297099.5811442 Edm = 0.150327 NCalls = 827
VariableMetric: Iteration # 113 - FCN = 297099.0472562 Edm = 0.492966 NCalls = 830
VariableMetric: Iteration # 114 - FCN = 297098.9146345 Edm = 0.353144 NCalls = 833
VariableMetric: Iteration # 115 - FCN = 297098.7480934 Edm = 0.152516 NCalls = 835
VariableMetric: Iteration # 116 - FCN = 297098.6020973 Edm = 0.161897 NCalls = 837
VariableMetric: Iteration # 117 - FCN = 297098.4539778 Edm = 0.13189 NCalls = 839
VariableMetric: Iteration # 118 - FCN = 297098.2010013 Edm = 0.0484962 NCalls = 842
VariableMetric: Iteration # 119 - FCN = 297098.1517448 Edm = 0.0294658 NCalls = 843
VariableMetric: Iteration # 120 - FCN = 297098.1318547 Edm = 0.0120496 NCalls = 845
VariableMetric: Iteration # 121 - FCN = 297098.0949511 Edm = 0.01447 NCalls = 847
VariableMetric: Iteration # 122 - FCN = 297098.0666879 Edm = 0.0127827 NCalls = 849
VariableMetric: Iteration # 123 - FCN = 297098.0359439 Edm = 0.0114621 NCalls = 851
VariableMetric: Iteration # 124 - FCN = 297098.0109496 Edm = 0.0229409 NCalls = 854
VariableMetric: Iteration # 125 - FCN = 297097.9933272 Edm = 0.0114591 NCalls = 856
VariableMetric: Iteration # 126 - FCN = 297097.9792683 Edm = 0.00583336 NCalls = 859
VariableMetric: Iteration # 127 - FCN = 297097.972018 Edm = 0.00278265 NCalls = 861
VariableMetric: Iteration # 128 - FCN = 297097.9661864 Edm = 0.00257807 NCalls = 863
VariableMetric: Iteration # 129 - FCN = 297097.962291 Edm = 0.00173097 NCalls = 865
VariableMetric: Iteration # 130 - FCN = 297097.9567468 Edm = 0.00229576 NCalls = 868
VariableMetric: Iteration # 131 - FCN = 297097.9504573 Edm = 0.000932985 NCalls = 870
VariableMetric: Iteration # 132 - FCN = 297097.9485572 Edm = 0.000645419 NCalls = 872
VariableMetric: Iteration # 133 - FCN = 297097.9476088 Edm = 0.000707581 NCalls = 874
VariableMetric: Iteration # 134 - FCN = 297097.9443383 Edm = 0.00208096 NCalls = 878
VariableMetric: Iteration # 135 - FCN = 297097.9366804 Edm = 0.00184448 NCalls = 881
VariableMetric: Iteration # 136 - FCN = 297097.9338592 Edm = 0.000837332 NCalls = 883
VariableMetric: Iteration # 137 - FCN = 297097.9329682 Edm = 0.00051814 NCalls = 885
VariableMetric: Iteration # 138 - FCN = 297097.9319785 Edm = 0.000607897 NCalls = 888
VariableMetric: Iteration # 139 - FCN = 297097.9308715 Edm = 0.000608769 NCalls = 890
VariableMetric: Iteration # 140 - FCN = 297097.9291472 Edm = 0.000509156 NCalls = 893
VariableMetric: Iteration # 141 - FCN = 297097.9282032 Edm = 0.000123294 NCalls = 895
VariableMetric: Iteration # 142 - FCN = 297097.9277897 Edm = 0.000295612 NCalls = 897
VariableMetric: Iteration # 143 - FCN = 297097.9220454 Edm = 0.00416549 NCalls = 901
VariableMetric: Iteration # 144 - FCN = 297097.9137165 Edm = 0.00332204 NCalls = 905
VariableMetric: Iteration # 145 - FCN = 297097.9101561 Edm = 0.00160542 NCalls = 907
VariableMetric: Iteration # 146 - FCN = 297097.9089915 Edm = 0.000499288 NCalls = 909
VariableMetric: Iteration # 147 - FCN = 297097.9076241 Edm = 0.000350344 NCalls = 912
VariableMetric: Iteration # 148 - FCN = 297097.9064804 Edm = 0.000182116 NCalls = 915
VariableMetric: Iteration # 149 - FCN = 297097.9062697 Edm = 0.000196528 NCalls = 917
VariableMetric: Iteration # 150 - FCN = 297097.9061716 Edm = 2.77328e-05 NCalls = 918
VariableMetric: After Hessian - FCN = 297097.9061716 Edm = 2.86639e-05 NCalls = 1413
VariableMetric: Iteration # 151 - FCN = 297097.9061716 Edm = 2.86639e-05 NCalls = 1413
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 329650.12241 Edm = 1917.91 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 329650.12241 Edm = 1917.91 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 326022.4334414 Edm = 238.733 NCalls = 4
VariableMetric: Iteration # 2 - FCN = 325770.4669188 Edm = 46.1832 NCalls = 7
VariableMetric: Iteration # 3 - FCN = 304600.3233825 Edm = 25.992 NCalls = 18
VariableMetric: Iteration # 4 - FCN = 304461.3878401 Edm = 1179 NCalls = 21
VariableMetric: Iteration # 5 - FCN = 302497.4179952 Edm = 760.648 NCalls = 27
VariableMetric: Iteration # 6 - FCN = 302426.903609 Edm = 29.3876 NCalls = 29
VariableMetric: Iteration # 7 - FCN = 302338.1016369 Edm = 92.7342 NCalls = 32
VariableMetric: Iteration # 8 - FCN = 297754.296374 Edm = 0.908179 NCalls = 41
VariableMetric: Iteration # 9 - FCN = 297744.3008032 Edm = 4.65388 NCalls = 43
VariableMetric: Iteration # 10 - FCN = 297669.400882 Edm = 4.29799 NCalls = 49
VariableMetric: Iteration # 11 - FCN = 297662.8129759 Edm = 1.12712 NCalls = 51
VariableMetric: Iteration # 12 - FCN = 297654.8379399 Edm = 2.15499 NCalls = 55
VariableMetric: Iteration # 13 - FCN = 297638.3232655 Edm = 9.01482 NCalls = 58
VariableMetric: Iteration # 14 - FCN = 297594.6486909 Edm = 4.6798 NCalls = 62
VariableMetric: Iteration # 15 - FCN = 297586.6487675 Edm = 1.22634 NCalls = 64
VariableMetric: Iteration # 16 - FCN = 297583.8914301 Edm = 0.231399 NCalls = 67
VariableMetric: Iteration # 17 - FCN = 297583.6340767 Edm = 0.0174577 NCalls = 68
VariableMetric: Iteration # 18 - FCN = 297583.5797679 Edm = 0.0216105 NCalls = 70
VariableMetric: Iteration # 19 - FCN = 297581.1778455 Edm = 2.24775 NCalls = 75
VariableMetric: Iteration # 20 - FCN = 297535.5143083 Edm = 10.1408 NCalls = 79
VariableMetric: Iteration # 21 - FCN = 297532.3607907 Edm = 5.81661 NCalls = 81
VariableMetric: Iteration # 22 - FCN = 297528.7173579 Edm = 1.22325 NCalls = 83
VariableMetric: Iteration # 23 - FCN = 297525.2392568 Edm = 2.66709 NCalls = 86
VariableMetric: Iteration # 24 - FCN = 297492.8461455 Edm = 15.3698 NCalls = 91
VariableMetric: Iteration # 25 - FCN = 297486.563002 Edm = 6.94855 NCalls = 93
VariableMetric: Iteration # 26 - FCN = 297482.9017641 Edm = 0.516193 NCalls = 95
VariableMetric: Iteration # 27 - FCN = 297482.4067713 Edm = 0.0460082 NCalls = 97
VariableMetric: Iteration # 28 - FCN = 297482.3592269 Edm = 0.0389134 NCalls = 99
VariableMetric: Iteration # 29 - FCN = 297481.9975724 Edm = 0.410503 NCalls = 103
VariableMetric: Iteration # 30 - FCN = 297462.6347882 Edm = 4.94161 NCalls = 110
VariableMetric: Iteration # 31 - FCN = 297457.375394 Edm = 0.0906057 NCalls = 111
VariableMetric: Iteration # 32 - FCN = 297457.3026256 Edm = 0.0244203 NCalls = 113
VariableMetric: Iteration # 33 - FCN = 297456.8950345 Edm = 0.414926 NCalls = 117
VariableMetric: Iteration # 34 - FCN = 297439.5769263 Edm = 12.3766 NCalls = 124
VariableMetric: Iteration # 35 - FCN = 297412.7714468 Edm = 4.72992 NCalls = 126
VariableMetric: Iteration # 36 - FCN = 297409.0985748 Edm = 0.272392 NCalls = 128
VariableMetric: Iteration # 37 - FCN = 297408.7811782 Edm = 0.0149755 NCalls = 130
VariableMetric: Iteration # 38 - FCN = 297408.3958487 Edm = 0.340588 NCalls = 134
VariableMetric: Iteration # 39 - FCN = 297397.406416 Edm = 12.3899 NCalls = 140
VariableMetric: Iteration # 40 - FCN = 297379.8906595 Edm = 9.97244 NCalls = 144
VariableMetric: Iteration # 41 - FCN = 297371.1025814 Edm = 2.43991 NCalls = 146
VariableMetric: Iteration # 42 - FCN = 297360.4539838 Edm = 12.2548 NCalls = 149
VariableMetric: Iteration # 43 - FCN = 297340.4792146 Edm = 6.53674 NCalls = 155
VariableMetric: Iteration # 44 - FCN = 297324.4752958 Edm = 5.14064 NCalls = 159
VariableMetric: Iteration # 45 - FCN = 297318.3854873 Edm = 11.5388 NCalls = 162
VariableMetric: Iteration # 46 - FCN = 297311.1651318 Edm = 4.4781 NCalls = 164
VariableMetric: Iteration # 47 - FCN = 297300.3974196 Edm = 1.7024 NCalls = 167
VariableMetric: Iteration # 48 - FCN = 297299.1541496 Edm = 0.303179 NCalls = 169
VariableMetric: Iteration # 49 - FCN = 297298.7527648 Edm = 0.0404932 NCalls = 171
VariableMetric: Iteration # 50 - FCN = 297298.6489855 Edm = 0.0170537 NCalls = 173
VariableMetric: Iteration # 51 - FCN = 297298.6263344 Edm = 0.00297179 NCalls = 175
VariableMetric: Iteration # 52 - FCN = 297298.6110229 Edm = 0.0117098 NCalls = 178
VariableMetric: Iteration # 53 - FCN = 297298.3972238 Edm = 0.149543 NCalls = 182
VariableMetric: Iteration # 54 - FCN = 297293.9470818 Edm = 2.48233 NCalls = 190
VariableMetric: Iteration # 55 - FCN = 297290.744329 Edm = 1.23079 NCalls = 192
VariableMetric: Iteration # 56 - FCN = 297289.898575 Edm = 1.8214 NCalls = 193
VariableMetric: Iteration # 57 - FCN = 297286.8419587 Edm = 1.41402 NCalls = 198
VariableMetric: Iteration # 58 - FCN = 297283.3721407 Edm = 7.18951 NCalls = 201
VariableMetric: Iteration # 59 - FCN = 297280.4659546 Edm = 2.75456 NCalls = 204
VariableMetric: Iteration # 60 - FCN = 297276.3917255 Edm = 2.03774 NCalls = 212
VariableMetric: Iteration # 61 - FCN = 297275.4364588 Edm = 3.18831 NCalls = 215
VariableMetric: Iteration # 62 - FCN = 297269.9550219 Edm = 5.93082 NCalls = 220
VariableMetric: Iteration # 63 - FCN = 297264.9841253 Edm = 9.64635 NCalls = 225
VariableMetric: Iteration # 64 - FCN = 297263.5247925 Edm = 1.66791 NCalls = 228
VariableMetric: Iteration # 65 - FCN = 297262.1346357 Edm = 0.907144 NCalls = 230
VariableMetric: Iteration # 66 - FCN = 297261.6238828 Edm = 0.0484639 NCalls = 232
VariableMetric: Iteration # 67 - FCN = 297261.5701618 Edm = 0.0213794 NCalls = 234
VariableMetric: Iteration # 68 - FCN = 297261.5598037 Edm = 0.00214241 NCalls = 236
VariableMetric: Iteration # 69 - FCN = 297261.5528558 Edm = 0.00447873 NCalls = 238
VariableMetric: Iteration # 70 - FCN = 297261.4696582 Edm = 0.0496618 NCalls = 242
VariableMetric: Iteration # 71 - FCN = 297258.0161132 Edm = 0.862923 NCalls = 248
VariableMetric: Iteration # 72 - FCN = 297257.1468203 Edm = 0.322446 NCalls = 249
VariableMetric: Iteration # 73 - FCN = 297256.9552618 Edm = 0.0129009 NCalls = 251
VariableMetric: Iteration # 74 - FCN = 297256.9366316 Edm = 0.000481992 NCalls = 253
VariableMetric: Iteration # 75 - FCN = 297256.9346253 Edm = 0.0013137 NCalls = 255
VariableMetric: Iteration # 76 - FCN = 297256.8535526 Edm = 0.0698348 NCalls = 260
VariableMetric: Iteration # 77 - FCN = 297255.2000908 Edm = 0.250866 NCalls = 264
VariableMetric: Iteration # 78 - FCN = 297254.9357427 Edm = 0.00370114 NCalls = 266
VariableMetric: Iteration # 79 - FCN = 297254.9328301 Edm = 0.000379753 NCalls = 268
VariableMetric: Iteration # 80 - FCN = 297254.9323151 Edm = 0.000307562 NCalls = 270
VariableMetric: Iteration # 81 - FCN = 297254.8937079 Edm = 0.0382707 NCalls = 276
VariableMetric: Iteration # 82 - FCN = 297253.6777103 Edm = 0.107197 NCalls = 280
VariableMetric: Iteration # 83 - FCN = 297253.5727275 Edm = 0.0014933 NCalls = 281
VariableMetric: Iteration # 84 - FCN = 297253.5714227 Edm = 4.28349e-05 NCalls = 283
VariableMetric: After Hessian - FCN = 297253.5714227 Edm = 1.25861 NCalls = 758
VariableMetric: Iteration # 85 - FCN = 297253.5714227 Edm = 1.25861 NCalls = 758
VariableMetric: Iteration # 86 - FCN = 297252.2095512 Edm = 3.22324 NCalls = 762
VariableMetric: Iteration # 87 - FCN = 297251.4980368 Edm = 0.534019 NCalls = 764
VariableMetric: Iteration # 88 - FCN = 297251.3947886 Edm = 0.532784 NCalls = 766
VariableMetric: Iteration # 89 - FCN = 297251.134582 Edm = 0.144068 NCalls = 769
VariableMetric: Iteration # 90 - FCN = 297251.0902743 Edm = 0.0620625 NCalls = 771
VariableMetric: Iteration # 91 - FCN = 297251.00517 Edm = 0.0678524 NCalls = 773
VariableMetric: Iteration # 92 - FCN = 297250.7344639 Edm = 0.852886 NCalls = 780
VariableMetric: Iteration # 93 - FCN = 297249.5920357 Edm = 9.24052 NCalls = 785
VariableMetric: Iteration # 94 - FCN = 297249.5626086 Edm = 0.153364 NCalls = 787
VariableMetric: Iteration # 95 - FCN = 297249.5305628 Edm = 0.27515 NCalls = 789
VariableMetric: Iteration # 96 - FCN = 297249.5176413 Edm = 0.0588948 NCalls = 791
VariableMetric: Iteration # 97 - FCN = 297248.7424827 Edm = 1.24978 NCalls = 797
VariableMetric: Iteration # 98 - FCN = 297248.7343976 Edm = 0.0246164 NCalls = 799
VariableMetric: Iteration # 99 - FCN = 297248.6024502 Edm = 0.143873 NCalls = 803
VariableMetric: Iteration # 100 - FCN = 297248.3613173 Edm = 0.560659 NCalls = 807
VariableMetric: Iteration # 101 - FCN = 297247.4523387 Edm = 0.625865 NCalls = 813
VariableMetric: Iteration # 102 - FCN = 297245.4432201 Edm = 0.819995 NCalls = 816
VariableMetric: Iteration # 103 - FCN = 297244.3444865 Edm = 2.05549 NCalls = 819
VariableMetric: Iteration # 104 - FCN = 297243.4194119 Edm = 0.50452 NCalls = 822
VariableMetric: Iteration # 105 - FCN = 297242.9006942 Edm = 0.361762 NCalls = 824
VariableMetric: Iteration # 106 - FCN = 297242.633179 Edm = 0.205738 NCalls = 827
VariableMetric: Iteration # 107 - FCN = 297242.5520078 Edm = 0.130792 NCalls = 830
VariableMetric: Iteration # 108 - FCN = 297242.4568687 Edm = 0.0448246 NCalls = 832
VariableMetric: Iteration # 109 - FCN = 297242.423728 Edm = 0.0135529 NCalls = 834
VariableMetric: Iteration # 110 - FCN = 297242.4037404 Edm = 0.0108033 NCalls = 837
VariableMetric: Iteration # 111 - FCN = 297242.3922524 Edm = 0.00597159 NCalls = 839
VariableMetric: Iteration # 112 - FCN = 297242.3820863 Edm = 0.0064003 NCalls = 842
VariableMetric: Iteration # 113 - FCN = 297242.375975 Edm = 0.00327431 NCalls = 844
VariableMetric: Iteration # 114 - FCN = 297242.3692196 Edm = 0.00320621 NCalls = 847
VariableMetric: Iteration # 115 - FCN = 297242.3646208 Edm = 0.00244809 NCalls = 849
VariableMetric: Iteration # 116 - FCN = 297242.3615966 Edm = 0.00227559 NCalls = 851
VariableMetric: Iteration # 117 - FCN = 297242.3592193 Edm = 0.00371381 NCalls = 854
VariableMetric: Iteration # 118 - FCN = 297242.3558259 Edm = 0.00207268 NCalls = 856
VariableMetric: Iteration # 119 - FCN = 297242.3510375 Edm = 0.00253721 NCalls = 859
VariableMetric: Iteration # 120 - FCN = 297242.3468019 Edm = 0.00391308 NCalls = 861
VariableMetric: Iteration # 121 - FCN = 297242.337515 Edm = 0.00696914 NCalls = 864
VariableMetric: Iteration # 122 - FCN = 297242.326261 Edm = 0.023458 NCalls = 868
VariableMetric: Iteration # 123 - FCN = 297242.3054158 Edm = 0.0160658 NCalls = 872
VariableMetric: Iteration # 124 - FCN = 297242.2973494 Edm = 0.0104945 NCalls = 876
VariableMetric: Iteration # 125 - FCN = 297242.2562216 Edm = 0.0144055 NCalls = 883
VariableMetric: Iteration # 126 - FCN = 297242.2399112 Edm = 0.00334014 NCalls = 886
VariableMetric: Iteration # 127 - FCN = 297242.2371089 Edm = 0.00408283 NCalls = 888
VariableMetric: Iteration # 128 - FCN = 297242.231942 Edm = 0.00146952 NCalls = 890
VariableMetric: Iteration # 129 - FCN = 297242.2277716 Edm = 0.00080006 NCalls = 892
VariableMetric: Iteration # 130 - FCN = 297242.2257006 Edm = 0.000730273 NCalls = 894
VariableMetric: Iteration # 131 - FCN = 297242.2235297 Edm = 0.000994719 NCalls = 896
VariableMetric: Iteration # 132 - FCN = 297242.2193242 Edm = 0.00264299 NCalls = 898
VariableMetric: Iteration # 133 - FCN = 297242.2054228 Edm = 0.00624317 NCalls = 900
VariableMetric: Iteration # 134 - FCN = 297242.1988547 Edm = 0.00139317 NCalls = 902
VariableMetric: Iteration # 135 - FCN = 297242.197362 Edm = 0.000789665 NCalls = 903
VariableMetric: Iteration # 136 - FCN = 297242.1969231 Edm = 0.000373092 NCalls = 905
VariableMetric: Iteration # 137 - FCN = 297242.1965255 Edm = 9.92036e-05 NCalls = 907
VariableMetric: Iteration # 138 - FCN = 297242.1963761 Edm = 1.02602e-05 NCalls = 909
VariableMetric: After Hessian - FCN = 297242.1963761 Edm = 1.91531e-05 NCalls = 1392
VariableMetric: Iteration # 139 - FCN = 297242.1963761 Edm = 1.91531e-05 NCalls = 1392
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 325849.5571545 Edm = 22.5773 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 325849.5571545 Edm = 22.5773 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 301583.7837258 Edm = 13.8684 NCalls = 10
VariableMetric: Iteration # 2 - FCN = 300663.4721943 Edm = 2602.54 NCalls = 13
VariableMetric: Iteration # 3 - FCN = 300663.4721943 Edm = 2602.54 NCalls = 24
VariableMetric: After Hessian - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 491
VariableMetric: Iteration # 4 - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 491
VariableMetric: Iteration # 5 - FCN = 300663.4721943 Edm = 1.62337e+07 NCalls = 502
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 351779.2898627 Edm = 865.393 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 351779.2898627 Edm = 865.393 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 310810.4065762 Edm = 35.2534 NCalls = 12
VariableMetric: Iteration # 2 - FCN = 308152.6175287 Edm = 19842.2 NCalls = 15
VariableMetric: Iteration # 3 - FCN = 307986.41095 Edm = 38.0435 NCalls = 18
VariableMetric: Iteration # 4 - FCN = 307956.6163096 Edm = 9.81216 NCalls = 21
VariableMetric: Iteration # 5 - FCN = 298829.4819668 Edm = 40.7438 NCalls = 31
VariableMetric: Iteration # 6 - FCN = 298629.6935485 Edm = 444.324 NCalls = 35
VariableMetric: Iteration # 7 - FCN = 298475.132286 Edm = 67.7146 NCalls = 38
VariableMetric: Iteration # 8 - FCN = 298437.3372746 Edm = 0.685281 NCalls = 40
VariableMetric: Iteration # 9 - FCN = 298401.1664263 Edm = 36.7655 NCalls = 45
VariableMetric: Iteration # 10 - FCN = 298327.0184014 Edm = 61.1047 NCalls = 50
VariableMetric: Iteration # 11 - FCN = 298010.9395736 Edm = 9.16855 NCalls = 52
VariableMetric: Iteration # 12 - FCN = 298002.1358166 Edm = 0.126442 NCalls = 54
VariableMetric: Iteration # 13 - FCN = 298001.5394807 Edm = 0.306404 NCalls = 56
VariableMetric: Iteration # 14 - FCN = 297992.2995862 Edm = 8.57983 NCalls = 60
VariableMetric: Iteration # 15 - FCN = 297696.7117905 Edm = 12.5042 NCalls = 65
VariableMetric: Iteration # 16 - FCN = 297669.9352194 Edm = 8.94095 NCalls = 67
VariableMetric: Iteration # 17 - FCN = 297650.857801 Edm = 1.87384 NCalls = 69
VariableMetric: Iteration # 18 - FCN = 297648.0352038 Edm = 0.10699 NCalls = 71
VariableMetric: Iteration # 19 - FCN = 297647.7716787 Edm = 0.0232624 NCalls = 73
VariableMetric: Iteration # 20 - FCN = 297647.5370683 Edm = 0.241459 NCalls = 76
VariableMetric: Iteration # 21 - FCN = 297645.0391713 Edm = 3.1127 NCalls = 81
VariableMetric: Iteration # 22 - FCN = 297604.2338767 Edm = 3.3847 NCalls = 88
VariableMetric: Iteration # 23 - FCN = 297532.4488419 Edm = 22.616 NCalls = 90
VariableMetric: Iteration # 24 - FCN = 297512.6045783 Edm = 8.99849 NCalls = 92
VariableMetric: Iteration # 25 - FCN = 297494.7828393 Edm = 2.52916 NCalls = 97
VariableMetric: Iteration # 26 - FCN = 297491.2697192 Edm = 1.5175 NCalls = 99
VariableMetric: Iteration # 27 - FCN = 297490.4262133 Edm = 0.427577 NCalls = 101
VariableMetric: Iteration # 28 - FCN = 297489.2871134 Edm = 0.206522 NCalls = 103
VariableMetric: Iteration # 29 - FCN = 297488.9623906 Edm = 0.075107 NCalls = 105
VariableMetric: Iteration # 30 - FCN = 297488.8386668 Edm = 0.0465705 NCalls = 108
VariableMetric: Iteration # 31 - FCN = 297488.681811 Edm = 0.066572 NCalls = 111
VariableMetric: Iteration # 32 - FCN = 297488.1840474 Edm = 0.515159 NCalls = 115
VariableMetric: Iteration # 33 - FCN = 297486.7307838 Edm = 1.79196 NCalls = 119
VariableMetric: Iteration # 34 - FCN = 297485.1481303 Edm = 1.5255 NCalls = 124
VariableMetric: Iteration # 35 - FCN = 297469.1667209 Edm = 12.4328 NCalls = 130
VariableMetric: Iteration # 36 - FCN = 297413.7299572 Edm = 95.1328 NCalls = 138
VariableMetric: Iteration # 37 - FCN = 297362.9927878 Edm = 14.9052 NCalls = 140
VariableMetric: Iteration # 38 - FCN = 297347.4220062 Edm = 7.23267 NCalls = 142
VariableMetric: Iteration # 39 - FCN = 297340.6786005 Edm = 3.66369 NCalls = 146
VariableMetric: Iteration # 40 - FCN = 297335.3435443 Edm = 1.86531 NCalls = 149
VariableMetric: Iteration # 41 - FCN = 297333.617931 Edm = 0.0689671 NCalls = 151
VariableMetric: Iteration # 42 - FCN = 297333.5314894 Edm = 0.0246604 NCalls = 153
VariableMetric: Iteration # 43 - FCN = 297333.4674623 Edm = 0.0202486 NCalls = 155
VariableMetric: Iteration # 44 - FCN = 297333.4396648 Edm = 0.00846706 NCalls = 157
VariableMetric: Iteration # 45 - FCN = 297331.9758629 Edm = 1.42852 NCalls = 164
VariableMetric: Iteration # 46 - FCN = 297312.1564407 Edm = 3.60223 NCalls = 169
VariableMetric: Iteration # 47 - FCN = 297305.5156902 Edm = 1.03562 NCalls = 172
VariableMetric: Iteration # 48 - FCN = 297304.0636026 Edm = 0.473561 NCalls = 174
VariableMetric: Iteration # 49 - FCN = 297303.4656839 Edm = 0.646463 NCalls = 176
VariableMetric: Iteration # 50 - FCN = 297303.0489768 Edm = 0.188625 NCalls = 179
VariableMetric: Iteration # 51 - FCN = 297302.775121 Edm = 0.0144403 NCalls = 181
VariableMetric: Iteration # 52 - FCN = 297302.7520473 Edm = 0.00280848 NCalls = 183
VariableMetric: Iteration # 53 - FCN = 297302.736239 Edm = 0.0174625 NCalls = 186
VariableMetric: Iteration # 54 - FCN = 297302.5382654 Edm = 0.220111 NCalls = 191
VariableMetric: Iteration # 55 - FCN = 297302.4256291 Edm = 0.100256 NCalls = 195
VariableMetric: Iteration # 56 - FCN = 297298.0136117 Edm = 3.81877 NCalls = 201
VariableMetric: Iteration # 57 - FCN = 297296.7603398 Edm = 1.93518 NCalls = 205
VariableMetric: Iteration # 58 - FCN = 297287.6939288 Edm = 1.24111 NCalls = 211
VariableMetric: Iteration # 59 - FCN = 297286.4817012 Edm = 0.165316 NCalls = 213
VariableMetric: Iteration # 60 - FCN = 297286.3176071 Edm = 0.0136694 NCalls = 215
VariableMetric: Iteration # 61 - FCN = 297286.3031822 Edm = 0.00344365 NCalls = 217
VariableMetric: Iteration # 62 - FCN = 297286.2989669 Edm = 0.00167465 NCalls = 219
VariableMetric: Iteration # 63 - FCN = 297286.2907054 Edm = 0.00361751 NCalls = 222
VariableMetric: Iteration # 64 - FCN = 297286.1891731 Edm = 0.0934804 NCalls = 226
VariableMetric: Iteration # 65 - FCN = 297279.2092919 Edm = 2.17316 NCalls = 232
VariableMetric: Iteration # 66 - FCN = 297276.0863846 Edm = 0.286499 NCalls = 234
VariableMetric: Iteration # 67 - FCN = 297275.4079213 Edm = 0.273089 NCalls = 236
VariableMetric: Iteration # 68 - FCN = 297275.1816202 Edm = 0.361521 NCalls = 238
VariableMetric: Iteration # 69 - FCN = 297274.9455714 Edm = 0.0583699 NCalls = 241
VariableMetric: Iteration # 70 - FCN = 297274.8602792 Edm = 0.0129349 NCalls = 243
VariableMetric: Iteration # 71 - FCN = 297274.8437509 Edm = 0.00545883 NCalls = 245
VariableMetric: Iteration # 72 - FCN = 297274.8387301 Edm = 0.00059084 NCalls = 247
VariableMetric: Iteration # 73 - FCN = 297274.8360768 Edm = 0.00185454 NCalls = 249
VariableMetric: Iteration # 74 - FCN = 297274.7028074 Edm = 0.123126 NCalls = 254
VariableMetric: Iteration # 75 - FCN = 297272.5059724 Edm = 1.30965 NCalls = 258
VariableMetric: Iteration # 76 - FCN = 297270.3051193 Edm = 1.1628 NCalls = 261
VariableMetric: Iteration # 77 - FCN = 297268.6464428 Edm = 0.834592 NCalls = 263
VariableMetric: Iteration # 78 - FCN = 297268.0504491 Edm = 0.125474 NCalls = 265
VariableMetric: Iteration # 79 - FCN = 297267.9415762 Edm = 0.166086 NCalls = 267
VariableMetric: Iteration # 80 - FCN = 297267.8757831 Edm = 0.0234262 NCalls = 269
VariableMetric: Iteration # 81 - FCN = 297267.8357898 Edm = 0.00512163 NCalls = 271
VariableMetric: Iteration # 82 - FCN = 297267.824011 Edm = 0.00426268 NCalls = 273
VariableMetric: Iteration # 83 - FCN = 297267.8160859 Edm = 0.00127261 NCalls = 275
VariableMetric: Iteration # 84 - FCN = 297267.8150129 Edm = 0.000287747 NCalls = 277
VariableMetric: Iteration # 85 - FCN = 297267.8145392 Edm = 0.000189269 NCalls = 279
VariableMetric: Iteration # 86 - FCN = 297267.8097053 Edm = 0.0048037 NCalls = 283
VariableMetric: Iteration # 87 - FCN = 297267.6575469 Edm = 0.126783 NCalls = 291
VariableMetric: Iteration # 88 - FCN = 297266.4306969 Edm = 2.31607 NCalls = 296
VariableMetric: Iteration # 89 - FCN = 297265.804045 Edm = 1.29921 NCalls = 300
VariableMetric: Iteration # 90 - FCN = 297263.9398076 Edm = 0.882176 NCalls = 303
VariableMetric: Iteration # 91 - FCN = 297262.9815187 Edm = 0.52289 NCalls = 305
VariableMetric: Iteration # 92 - FCN = 297262.6431815 Edm = 0.112622 NCalls = 307
VariableMetric: Iteration # 93 - FCN = 297262.4427 Edm = 0.126088 NCalls = 309
VariableMetric: Iteration # 94 - FCN = 297262.3124733 Edm = 0.0521666 NCalls = 311
VariableMetric: Iteration # 95 - FCN = 297262.1747627 Edm = 0.03165 NCalls = 314
VariableMetric: Iteration # 96 - FCN = 297262.128223 Edm = 0.00478907 NCalls = 316
VariableMetric: Iteration # 97 - FCN = 297262.1206745 Edm = 0.00123887 NCalls = 318
VariableMetric: Iteration # 98 - FCN = 297262.1193755 Edm = 0.000376344 NCalls = 320
VariableMetric: Iteration # 99 - FCN = 297262.1187661 Edm = 0.000378569 NCalls = 322
VariableMetric: Iteration # 100 - FCN = 297262.1023787 Edm = 0.0162478 NCalls = 327
VariableMetric: Iteration # 101 - FCN = 297261.7948978 Edm = 0.0170324 NCalls = 334
VariableMetric: Iteration # 102 - FCN = 297260.8089069 Edm = 0.306232 NCalls = 336
VariableMetric: Iteration # 103 - FCN = 297260.5021848 Edm = 0.053511 NCalls = 338
VariableMetric: Iteration # 104 - FCN = 297260.4531652 Edm = 0.0380746 NCalls = 340
VariableMetric: Iteration # 105 - FCN = 297260.3768671 Edm = 0.0233851 NCalls = 342
VariableMetric: Iteration # 106 - FCN = 297260.3314736 Edm = 0.0152184 NCalls = 345
VariableMetric: Iteration # 107 - FCN = 297260.3148272 Edm = 0.00614994 NCalls = 347
VariableMetric: Iteration # 108 - FCN = 297260.3085389 Edm = 0.00124599 NCalls = 349
VariableMetric: Iteration # 109 - FCN = 297260.3074389 Edm = 0.000276167 NCalls = 350
VariableMetric: Iteration # 110 - FCN = 297260.3055379 Edm = 0.00125366 NCalls = 353
VariableMetric: Iteration # 111 - FCN = 297260.2885577 Edm = 0.00911998 NCalls = 356
VariableMetric: Iteration # 112 - FCN = 297260.2013956 Edm = 0.166989 NCalls = 360
VariableMetric: Iteration # 113 - FCN = 297259.9447646 Edm = 0.287255 NCalls = 367
VariableMetric: Iteration # 114 - FCN = 297259.9099986 Edm = 0.268965 NCalls = 370
VariableMetric: Iteration # 115 - FCN = 297256.4890671 Edm = 4.46837 NCalls = 377
VariableMetric: Iteration # 116 - FCN = 297256.4124509 Edm = 0.21484 NCalls = 381
VariableMetric: Iteration # 117 - FCN = 297256.3105429 Edm = 0.241436 NCalls = 384
VariableMetric: Iteration # 118 - FCN = 297253.6997817 Edm = 1.44037 NCalls = 391
VariableMetric: Iteration # 119 - FCN = 297251.3795277 Edm = 1.6126 NCalls = 395
VariableMetric: Iteration # 120 - FCN = 297249.5581227 Edm = 1.58942 NCalls = 398
VariableMetric: Iteration # 121 - FCN = 297248.9994075 Edm = 0.643607 NCalls = 401
VariableMetric: Iteration # 122 - FCN = 297248.4237185 Edm = 0.46738 NCalls = 404
VariableMetric: Iteration # 123 - FCN = 297247.741114 Edm = 0.558834 NCalls = 407
VariableMetric: Iteration # 124 - FCN = 297247.0890085 Edm = 0.494933 NCalls = 411
VariableMetric: Iteration # 125 - FCN = 297246.56844 Edm = 0.633214 NCalls = 415
VariableMetric: Iteration # 126 - FCN = 297245.8774525 Edm = 0.432287 NCalls = 418
VariableMetric: Iteration # 127 - FCN = 297245.3035564 Edm = 0.226428 NCalls = 420
VariableMetric: Iteration # 128 - FCN = 297245.0798856 Edm = 0.0571726 NCalls = 422
VariableMetric: Iteration # 129 - FCN = 297245.024012 Edm = 0.00781899 NCalls = 424
VariableMetric: Iteration # 130 - FCN = 297245.0116168 Edm = 0.00471231 NCalls = 426
VariableMetric: Iteration # 131 - FCN = 297245.0032083 Edm = 0.000466107 NCalls = 428
VariableMetric: Iteration # 132 - FCN = 297245.0026811 Edm = 6.19144e-05 NCalls = 430
VariableMetric: After Hessian - FCN = 297245.0026811 Edm = 799.457 NCalls = 907
VariableMetric: Iteration # 133 - FCN = 297245.0026811 Edm = 799.457 NCalls = 907
VariableMetric: Iteration # 134 - FCN = 297243.8610233 Edm = 52.3787 NCalls = 915
VariableMetric: Iteration # 135 - FCN = 297243.0963494 Edm = 0.78375 NCalls = 918
VariableMetric: Iteration # 136 - FCN = 297242.5425964 Edm = 0.0892635 NCalls = 920
VariableMetric: Iteration # 137 - FCN = 297242.2950483 Edm = 0.0314173 NCalls = 922
VariableMetric: Iteration # 138 - FCN = 297242.2199703 Edm = 0.0231365 NCalls = 924
VariableMetric: Iteration # 139 - FCN = 297242.1741424 Edm = 0.00613017 NCalls = 926
VariableMetric: Iteration # 140 - FCN = 297242.1598672 Edm = 0.00203972 NCalls = 928
VariableMetric: Iteration # 141 - FCN = 297242.1538151 Edm = 0.00250331 NCalls = 930
VariableMetric: Iteration # 142 - FCN = 297242.141657 Edm = 0.00344011 NCalls = 932
VariableMetric: Iteration # 143 - FCN = 297242.1315948 Edm = 0.00332969 NCalls = 934
VariableMetric: Iteration # 144 - FCN = 297242.1170441 Edm = 0.00483199 NCalls = 936
VariableMetric: Iteration # 145 - FCN = 297242.0931278 Edm = 0.00599895 NCalls = 938
VariableMetric: Iteration # 146 - FCN = 297242.0698554 Edm = 0.00735326 NCalls = 940
VariableMetric: Iteration # 147 - FCN = 297242.0476165 Edm = 0.00564616 NCalls = 942
VariableMetric: Iteration # 148 - FCN = 297242.0236936 Edm = 0.00417274 NCalls = 944
VariableMetric: Iteration # 149 - FCN = 297242.0128321 Edm = 0.00373361 NCalls = 946
VariableMetric: Iteration # 150 - FCN = 297242.0027831 Edm = 0.00120824 NCalls = 948
VariableMetric: Iteration # 151 - FCN = 297242.0002986 Edm = 0.000353757 NCalls = 950
VariableMetric: Iteration # 152 - FCN = 297241.9996926 Edm = 9.74921e-05 NCalls = 952
VariableMetric: Iteration # 153 - FCN = 297241.9994985 Edm = 3.00554e-05 NCalls = 954
VariableMetric: After Hessian - FCN = 297241.9994985 Edm = 7.80166e-05 NCalls = 1439
VariableMetric: Iteration # 154 - FCN = 297241.9994985 Edm = 7.80166e-05 NCalls = 1439
VariableMetric: start iterating until Edm is < 0.0001
VariableMetric: Initial state - FCN = 300915.1998257 Edm = 4.54473 NCalls = 1
VariableMetric: Iteration # 0 - FCN = 300915.1998257 Edm = 4.54473 NCalls = 1
VariableMetric: Iteration # 1 - FCN = 298546.5312569 Edm = 9.10132 NCalls = 9
VariableMetric: Iteration # 2 - FCN = 298465.0939834 Edm = 64.2899 NCalls = 13
VariableMetric: Iteration # 3 - FCN = 298022.182315 Edm = 0.851874 NCalls = 17
VariableMetric: Iteration # 4 - FCN = 298020.5855079 Edm = 0.752738 NCalls = 19
VariableMetric: Iteration # 5 - FCN = 297999.0118173 Edm = 32.4366 NCalls = 23
VariableMetric: Iteration # 6 - FCN = 297992.1773711 Edm = 6.11992 NCalls = 26
VariableMetric: Iteration # 7 - FCN = 297922.9470729 Edm = 41.7405 NCalls = 31
VariableMetric: Iteration # 8 - FCN = 297802.3630085 Edm = 0.627512 NCalls = 33
VariableMetric: Iteration # 9 - FCN = 297801.480962 Edm = 0.0766776 NCalls = 35
VariableMetric: Iteration # 10 - FCN = 297801.0874229 Edm = 0.294811 NCalls = 37
VariableMetric: Iteration # 11 - FCN = 297795.8537094 Edm = 5.5243 NCalls = 42
VariableMetric: Iteration # 12 - FCN = 297762.7929572 Edm = 37.955 NCalls = 49
VariableMetric: Iteration # 13 - FCN = 297754.0807043 Edm = 7.93968 NCalls = 54
VariableMetric: Iteration # 14 - FCN = 297753.7554119 Edm = 0.242899 NCalls = 56
VariableMetric: Iteration # 15 - FCN = 297546.1628531 Edm = 62.5638 NCalls = 64
VariableMetric: Iteration # 16 - FCN = 297431.2564917 Edm = 3.61689 NCalls = 67
VariableMetric: Iteration # 17 - FCN = 297427.9876825 Edm = 0.110328 NCalls = 69
VariableMetric: Iteration # 18 - FCN = 297427.8776789 Edm = 0.0303066 NCalls = 70
VariableMetric: Iteration # 19 - FCN = 297426.9712278 Edm = 0.658074 NCalls = 74
VariableMetric: Iteration # 20 - FCN = 297403.2528923 Edm = 14.6504 NCalls = 78
VariableMetric: Iteration # 21 - FCN = 297358.7302789 Edm = 4.1457 NCalls = 80
VariableMetric: Iteration # 22 - FCN = 297353.3899552 Edm = 0.0915652 NCalls = 82
VariableMetric: Iteration # 23 - FCN = 297353.3092436 Edm = 0.0116684 NCalls = 84
VariableMetric: Iteration # 24 - FCN = 297353.2805338 Edm = 0.0140097 NCalls = 86
VariableMetric: Iteration # 25 - FCN = 297352.715974 Edm = 0.511051 NCalls = 90
VariableMetric: Iteration # 26 - FCN = 297277.4653681 Edm = 11.7787 NCalls = 96
VariableMetric: Iteration # 27 - FCN = 297261.0023024 Edm = 1.84196 NCalls = 99
VariableMetric: Iteration # 28 - FCN = 297259.4905804 Edm = 0.4512 NCalls = 101
VariableMetric: Iteration # 29 - FCN = 297258.7364142 Edm = 0.052523 NCalls = 103
VariableMetric: Iteration # 30 - FCN = 297258.6689909 Edm = 0.00342927 NCalls = 105
VariableMetric: Iteration # 31 - FCN = 297258.6551875 Edm = 0.0120954 NCalls = 107
VariableMetric: Iteration # 32 - FCN = 297258.5669428 Edm = 0.0198375 NCalls = 112
VariableMetric: Iteration # 33 - FCN = 297258.2964296 Edm = 0.224907 NCalls = 115
VariableMetric: Iteration # 34 - FCN = 297248.8215487 Edm = 7.38877 NCalls = 120
VariableMetric: Iteration # 35 - FCN = 297227.3676934 Edm = 18.9564 NCalls = 123
VariableMetric: Iteration # 36 - FCN = 297213.2433762 Edm = 2.51301 NCalls = 126
VariableMetric: Iteration # 37 - FCN = 297212.3475878 Edm = 1.47583 NCalls = 128
VariableMetric: Iteration # 38 - FCN = 297211.5635893 Edm = 0.0538691 NCalls = 130
VariableMetric: Iteration # 39 - FCN = 297211.5291953 Edm = 0.00417161 NCalls = 132
VariableMetric: Iteration # 40 - FCN = 297211.5207938 Edm = 0.00520532 NCalls = 134
VariableMetric: Iteration # 41 - FCN = 297211.3232886 Edm = 0.183162 NCalls = 139
VariableMetric: Iteration # 42 - FCN = 297206.2901445 Edm = 1.50502 NCalls = 144
VariableMetric: Iteration # 43 - FCN = 297204.1903397 Edm = 0.689511 NCalls = 146
VariableMetric: Iteration # 44 - FCN = 297203.3836971 Edm = 0.0251106 NCalls = 149
VariableMetric: Iteration # 45 - FCN = 297203.3587488 Edm = 0.00406088 NCalls = 151
VariableMetric: Iteration # 46 - FCN = 297203.3543375 Edm = 0.00163268 NCalls = 153
VariableMetric: Iteration # 47 - FCN = 297203.3440741 Edm = 0.0124271 NCalls = 156
VariableMetric: Iteration # 48 - FCN = 297203.2110676 Edm = 0.148949 NCalls = 161
VariableMetric: Iteration # 49 - FCN = 297203.2025739 Edm = 0.00670987 NCalls = 164
VariableMetric: Iteration # 50 - FCN = 297201.5909911 Edm = 0.930986 NCalls = 171
VariableMetric: Iteration # 51 - FCN = 297199.1182317 Edm = 0.651821 NCalls = 176
VariableMetric: Iteration # 52 - FCN = 297198.6144245 Edm = 0.0843216 NCalls = 178
VariableMetric: Iteration # 53 - FCN = 297198.5283511 Edm = 0.023456 NCalls = 180
VariableMetric: Iteration # 54 - FCN = 297198.4995026 Edm = 0.0078324 NCalls = 182
VariableMetric: Iteration # 55 - FCN = 297198.4898492 Edm = 0.00123809 NCalls = 184
VariableMetric: Iteration # 56 - FCN = 297198.488627 Edm = 0.000291747 NCalls = 185
VariableMetric: Iteration # 57 - FCN = 297198.4881282 Edm = 0.000404242 NCalls = 187
VariableMetric: Iteration # 58 - FCN = 297198.4786813 Edm = 0.00897475 NCalls = 192
VariableMetric: Iteration # 59 - FCN = 297197.3287015 Edm = 0.79194 NCalls = 198
VariableMetric: Iteration # 60 - FCN = 297195.7094483 Edm = 0.84057 NCalls = 201
VariableMetric: Iteration # 61 - FCN = 297195.058329 Edm = 0.148507 NCalls = 203
VariableMetric: Iteration # 62 - FCN = 297194.8829824 Edm = 0.0310376 NCalls = 205
VariableMetric: Iteration # 63 - FCN = 297194.8557651 Edm = 0.00183477 NCalls = 207
VariableMetric: Iteration # 64 - FCN = 297194.8539068 Edm = 0.000101909 NCalls = 209
VariableMetric: Iteration # 65 - FCN = 297194.8537077 Edm = 9.58362e-05 NCalls = 211
VariableMetric: Iteration # 66 - FCN = 297194.8496923 Edm = 0.00332673 NCalls = 215
VariableMetric: Iteration # 67 - FCN = 297194.729671 Edm = 0.120177 NCalls = 219
VariableMetric: Iteration # 68 - FCN = 297194.4790105 Edm = 0.196168 NCalls = 224
VariableMetric: Iteration # 69 - FCN = 297193.3236794 Edm = 0.00151288 NCalls = 227
VariableMetric: Iteration # 70 - FCN = 297193.3218557 Edm = 0.000222541 NCalls = 229
VariableMetric: Iteration # 71 - FCN = 297193.3214803 Edm = 7.17098e-05 NCalls = 231
VariableMetric: After Hessian - FCN = 297193.3214803 Edm = 6678.99 NCalls = 714
VariableMetric: Iteration # 72 - FCN = 297193.3214803 Edm = 6678.99 NCalls = 714
VariableMetric: Iteration # 73 - FCN = 297190.1863981 Edm = 18044.5 NCalls = 722
VariableMetric: Iteration # 74 - FCN = 297189.7879809 Edm = 681399 NCalls = 732
VariableMetric: Iteration # 75 - FCN = 297189.6454656 Edm = 6504.78 NCalls = 737
VariableMetric: Iteration # 76 - FCN = 297188.9554149 Edm = 18208.6 NCalls = 741
VariableMetric: Iteration # 77 - FCN = 297188.2787761 Edm = 455.885 NCalls = 745
VariableMetric: Iteration # 78 - FCN = 297187.7007454 Edm = 650.554 NCalls = 748
VariableMetric: Iteration # 79 - FCN = 297187.6045161 Edm = 742.229 NCalls = 751
VariableMetric: Iteration # 80 - FCN = 297187.4683984 Edm = 657.766 NCalls = 754
VariableMetric: Iteration # 81 - FCN = 297186.9520661 Edm = 591.114 NCalls = 757
VariableMetric: Iteration # 82 - FCN = 297185.6986536 Edm = 13.2429 NCalls = 760
VariableMetric: Iteration # 83 - FCN = 297185.553402 Edm = 63.4519 NCalls = 763
VariableMetric: Iteration # 84 - FCN = 297185.3980934 Edm = 14.9158 NCalls = 766
VariableMetric: Iteration # 85 - FCN = 297185.1279955 Edm = 76.4782 NCalls = 768
VariableMetric: Iteration # 86 - FCN = 297184.6088836 Edm = 16.6857 NCalls = 770
VariableMetric: Iteration # 87 - FCN = 297184.2312866 Edm = 111.593 NCalls = 772
VariableMetric: Iteration # 88 - FCN = 297183.6502191 Edm = 11.7727 NCalls = 774
VariableMetric: Iteration # 89 - FCN = 297181.0380016 Edm = 273.526 NCalls = 775
VariableMetric: Iteration # 90 - FCN = 297178.6538029 Edm = 12.0537 NCalls = 777
VariableMetric: Iteration # 91 - FCN = 297177.1522331 Edm = 6.97377 NCalls = 779
VariableMetric: Iteration # 92 - FCN = 297176.8633338 Edm = 2.17384 NCalls = 781
VariableMetric: Iteration # 93 - FCN = 297176.0840851 Edm = 2.29787 NCalls = 788
VariableMetric: Iteration # 94 - FCN = 297176.071568 Edm = 32372.3 NCalls = 791
VariableMetric: Iteration # 95 - FCN = 297175.8441341 Edm = 1077.01 NCalls = 797
VariableMetric: Iteration # 96 - FCN = 297175.8243511 Edm = 3865.55 NCalls = 801
VariableMetric: Iteration # 97 - FCN = 297175.4296044 Edm = 649.097 NCalls = 805
VariableMetric: Iteration # 98 - FCN = 297173.6703323 Edm = 727.122 NCalls = 808
VariableMetric: Iteration # 99 - FCN = 297172.6408161 Edm = 391.34 NCalls = 811
VariableMetric: Iteration # 100 - FCN = 297171.1576443 Edm = 200.719 NCalls = 814
VariableMetric: Iteration # 101 - FCN = 297170.6454232 Edm = 4470.29 NCalls = 816
VariableMetric: Iteration # 102 - FCN = 297168.6345467 Edm = 503.766 NCalls = 819
VariableMetric: Iteration # 103 - FCN = 297166.1225461 Edm = 143.376 NCalls = 822
VariableMetric: Iteration # 104 - FCN = 297165.6338684 Edm = 48.5468 NCalls = 825
VariableMetric: Iteration # 105 - FCN = 297165.3532728 Edm = 20.412 NCalls = 828
VariableMetric: Iteration # 106 - FCN = 297164.8227986 Edm = 22.0995 NCalls = 830
VariableMetric: Iteration # 107 - FCN = 297164.2973167 Edm = 22.9697 NCalls = 832
VariableMetric: Iteration # 108 - FCN = 297163.8253717 Edm = 4.68379 NCalls = 834
VariableMetric: Iteration # 109 - FCN = 297163.4285797 Edm = 4.54541 NCalls = 836
VariableMetric: Iteration # 110 - FCN = 297162.3585422 Edm = 19.1868 NCalls = 838
VariableMetric: Iteration # 111 - FCN = 297161.0260894 Edm = 1.24103 NCalls = 840
VariableMetric: Iteration # 112 - FCN = 297160.9294626 Edm = 0.891998 NCalls = 842
VariableMetric: Iteration # 113 - FCN = 297160.8004882 Edm = 1.11589 NCalls = 844
VariableMetric: Iteration # 114 - FCN = 297160.7532411 Edm = 0.131199 NCalls = 846
VariableMetric: Iteration # 115 - FCN = 297160.6798431 Edm = 0.295483 NCalls = 848
VariableMetric: Iteration # 116 - FCN = 297160.6417114 Edm = 0.0337794 NCalls = 850
VariableMetric: Iteration # 117 - FCN = 297160.6130728 Edm = 0.133561 NCalls = 852
VariableMetric: Iteration # 118 - FCN = 297160.5852436 Edm = 0.0760085 NCalls = 854
VariableMetric: Iteration # 119 - FCN = 297160.5562046 Edm = 0.12931 NCalls = 857
VariableMetric: Iteration # 120 - FCN = 297160.4765186 Edm = 0.126077 NCalls = 861
VariableMetric: Iteration # 121 - FCN = 297160.3732538 Edm = 0.243171 NCalls = 865
VariableMetric: Iteration # 122 - FCN = 297160.291752 Edm = 0.0899039 NCalls = 869
VariableMetric: Iteration # 123 - FCN = 297160.2318617 Edm = 0.249232 NCalls = 871
VariableMetric: Iteration # 124 - FCN = 297160.1864528 Edm = 0.0376229 NCalls = 873
VariableMetric: Iteration # 125 - FCN = 297160.1246511 Edm = 0.0191294 NCalls = 877
VariableMetric: Iteration # 126 - FCN = 297160.1054792 Edm = 0.0283806 NCalls = 878
VariableMetric: Iteration # 127 - FCN = 297160.0901294 Edm = 0.00992672 NCalls = 880
VariableMetric: Iteration # 128 - FCN = 297160.0730902 Edm = 0.00646013 NCalls = 883
VariableMetric: Iteration # 129 - FCN = 297160.0619139 Edm = 0.00347879 NCalls = 886
VariableMetric: Iteration # 130 - FCN = 297160.058609 Edm = 0.00263413 NCalls = 889
VariableMetric: Iteration # 131 - FCN = 297160.056436 Edm = 0.000643557 NCalls = 891
VariableMetric: Iteration # 132 - FCN = 297160.0555354 Edm = 0.000286804 NCalls = 893
VariableMetric: Iteration # 133 - FCN = 297160.0552506 Edm = 5.98492e-05 NCalls = 895
VariableMetric: After Hessian - FCN = 297160.0552506 Edm = 0.0208543 NCalls = 1384
VariableMetric: Iteration # 134 - FCN = 297160.0552506 Edm = 0.0208543 NCalls = 1384
VariableMetric: Iteration # 135 - FCN = 297160.0550268 Edm = 0.00218542 NCalls = 1387
VariableMetric: Iteration # 136 - FCN = 297160.0535114 Edm = 0.000662898 NCalls = 1389
VariableMetric: Iteration # 137 - FCN = 297160.0527458 Edm = 0.000198781 NCalls = 1391
VariableMetric: Iteration # 138 - FCN = 297160.0522791 Edm = 0.000134161 NCalls = 1393
VariableMetric: Iteration # 139 - FCN = 297160.0520318 Edm = 9.2968e-05 NCalls = 1395
VariableMetric: Iteration # 140 - FCN = 297160.0518704 Edm = 4.52807e-05 NCalls = 1397
VariableMetric: After Hessian - FCN = 297160.0518704 Edm = 0.000172534 NCalls = 1892
VariableMetric: Iteration # 141 - FCN = 297160.0518704 Edm = 0.000172534 NCalls = 1892
raremodel-nb.py:1488: UserWarning: Creating legend with loc="best" can be slow with large amounts of data.
plt.savefig(plotdirName + '/toy_fit_cut_region{}.png'.format(toy))
raremodel-nb.py:1519: UserWarning: Matplotlib is currently using agg, which is a non-GUI backend, so cannot show the figure.
plt.show()
Toy 0: Generating data...
Directory data/zfit_toys/toy_0 Created
Toy 0: Data generation finished
Toy 0: Loading data...
Toy 0: Loading data finished
Toy 0: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=206 (206 total) |
| EDM = 6.93E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297244.8025043868
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.30 | 0.11 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.7 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.29 | 0.05 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.66 | 0.04 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -1.01 | 0.17 | | | -1.5 | 1.5 | |
| 5 | omega_p | -0.23 | 0.09 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.818 | 0.016 | | | -2 | 2 | |
| 7 | Dbar_p | -1.68 | 0.19 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.872 | 0.026 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.413 | 0.008 | | | -2 | 2 | |
| 10| omega_s | 4.71 | 0.10 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.28 | 0.06 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -2.999E-1 | 0.005E-1 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 3.000E-1 | 0.005E-1 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.238 | 0.015 | | | -2 | 2 | |
| 16| p4160_s | 1.82 | 0.05 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.77 | 0.06 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -0.04 | 8.74 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 22.49 | 0.16 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.76 | 0.04 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 4.1 | 0.4 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -1.94 | 0.25 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.631 | 0.009 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.336 0.035 0.139 -0.339 -0.014 0.332 0.317 0.306 0.332 0.025 -0.075 -0.012 -0.335 0.029 0.043 0.061 -0.063 0.342 0.000 -0.123 -0.331 -0.338 -0.069 |
| DDstar_p | 0.336 1.000 0.039 0.400 -0.970 0.050 0.973 0.934 0.883 0.973 0.002 -0.212 -0.036 -0.970 0.083 0.268 0.176 -0.072 0.991 -0.007 -0.344 -0.956 -0.978 -0.165 |
| rho_s | 0.035 0.039 1.000 0.016 -0.038 0.017 0.038 0.037 0.035 0.038 -0.008 -0.009 -0.001 -0.038 0.003 0.012 0.007 0.004 0.039 -0.002 -0.014 -0.038 -0.039 -0.004 |
| p4040_s | 0.139 0.400 0.016 1.000 -0.398 0.021 0.398 0.377 0.355 0.398 0.001 -0.083 -0.014 -0.400 0.034 0.099 0.059 -0.029 0.409 -0.003 -0.137 -0.394 -0.411 -0.070 |
| Ctt | -0.339 -0.970 -0.038 -0.398 1.000 -0.051 -0.965 -0.932 -0.874 -0.965 -0.002 0.203 0.036 0.960 -0.083 -0.292 -0.174 0.071 -0.980 0.008 0.342 0.943 0.966 0.179 |
| omega_p | -0.014 0.050 0.017 0.021 -0.051 1.000 0.050 0.047 0.046 0.050 0.012 -0.011 -0.002 -0.050 0.004 0.006 0.009 -0.006 0.051 0.001 -0.019 -0.050 -0.051 -0.011 |
| bplus_1 | 0.332 0.973 0.038 0.398 -0.965 0.050 1.000 0.928 0.878 0.966 0.002 -0.212 -0.036 -0.965 0.083 0.259 0.174 -0.072 0.985 -0.006 -0.345 -0.950 -0.973 -0.162 |
| Dbar_p | 0.317 0.934 0.037 0.377 -0.932 0.047 0.928 1.000 0.839 0.928 0.002 -0.215 -0.034 -0.928 0.080 0.234 0.166 -0.069 0.947 -0.006 -0.327 -0.918 -0.938 -0.149 |
| psi2s_p | 0.306 0.883 0.035 0.355 -0.874 0.046 0.878 0.839 1.000 0.878 0.001 -0.218 -0.031 -0.875 0.077 0.248 0.155 -0.065 0.893 -0.007 -0.314 -0.866 -0.884 -0.159 |
| bplus_0 | 0.332 0.973 0.038 0.398 -0.965 0.050 0.966 0.928 0.878 1.000 0.002 -0.212 -0.036 -0.965 0.083 0.259 0.174 -0.073 0.985 -0.006 -0.345 -0.950 -0.973 -0.162 |
| omega_s | 0.025 0.002 -0.008 0.001 -0.002 0.012 0.002 0.002 0.001 0.002 1.000 -0.000 -0.000 -0.002 0.000 0.002 0.000 -0.000 0.002 -0.000 -0.001 -0.002 -0.002 0.000 |
| p3770_s | -0.075 -0.212 -0.009 -0.083 0.203 -0.011 -0.212 -0.215 -0.218 -0.212 -0.000 1.000 0.010 0.209 -0.016 -0.079 -0.036 0.016 -0.213 0.001 0.043 0.200 0.209 0.040 |
| DDstar_s | -0.012 -0.036 -0.001 -0.014 0.036 -0.002 -0.036 -0.034 -0.031 -0.036 -0.000 0.010 1.000 0.036 -0.003 -0.010 -0.006 0.003 -0.037 0.000 0.015 0.036 0.037 0.011 |
| p4415_s | -0.335 -0.970 -0.038 -0.400 0.960 -0.050 -0.965 -0.928 -0.875 -0.965 -0.002 0.209 0.036 1.000 -0.083 -0.272 -0.180 0.071 -0.980 0.008 0.345 0.946 0.968 0.169 |
| Dbar_s | 0.029 0.083 0.003 0.034 -0.083 0.004 0.083 0.080 0.077 0.083 0.000 -0.016 -0.003 -0.083 1.000 0.023 0.015 -0.006 0.084 -0.001 -0.026 -0.081 -0.083 -0.010 |
| bplus_2 | 0.043 0.268 0.012 0.099 -0.292 0.006 0.259 0.234 0.248 0.259 0.002 -0.079 -0.010 -0.272 0.023 1.000 0.033 -0.029 0.278 0.010 -0.100 -0.274 -0.280 -0.012 |
| p4160_s | 0.061 0.176 0.007 0.059 -0.174 0.009 0.174 0.166 0.155 0.174 0.000 -0.036 -0.006 -0.180 0.015 0.033 1.000 -0.013 0.184 -0.002 -0.060 -0.160 -0.182 -0.031 |
| phi_p | -0.063 -0.072 0.004 -0.029 0.071 -0.006 -0.072 -0.069 -0.065 -0.073 -0.000 0.016 0.003 0.071 -0.006 -0.029 -0.013 1.000 -0.073 0.047 0.025 0.070 0.072 0.008 |
| p4415_p | 0.342 0.991 0.039 0.409 -0.980 0.051 0.985 0.947 0.893 0.985 0.002 -0.213 -0.037 -0.980 0.084 0.278 0.184 -0.073 1.000 -0.008 -0.352 -0.966 -0.988 -0.172 |
| phi_s | 0.000 -0.007 -0.002 -0.003 0.008 0.001 -0.006 -0.006 -0.007 -0.006 -0.000 0.001 0.000 0.008 -0.001 0.010 -0.002 0.047 -0.008 1.000 0.003 0.008 0.008 0.002 |
| p3770_p | -0.123 -0.344 -0.014 -0.137 0.342 -0.019 -0.345 -0.327 -0.314 -0.345 -0.001 0.043 0.015 0.345 -0.026 -0.100 -0.060 0.025 -0.352 0.003 1.000 0.344 0.350 0.053 |
| p4040_p | -0.331 -0.956 -0.038 -0.394 0.943 -0.050 -0.950 -0.918 -0.866 -0.950 -0.002 0.200 0.036 0.946 -0.081 -0.274 -0.160 0.070 -0.966 0.008 0.344 1.000 0.954 0.168 |
| p4160_p | -0.338 -0.978 -0.039 -0.411 0.966 -0.051 -0.973 -0.938 -0.884 -0.973 -0.002 0.209 0.037 0.968 -0.083 -0.280 -0.182 0.072 -0.988 0.008 0.350 0.954 1.000 0.171 |
| jpsi_p | -0.069 -0.165 -0.004 -0.070 0.179 -0.011 -0.162 -0.149 -0.159 -0.162 0.000 0.040 0.011 0.169 -0.010 -0.012 -0.031 0.008 -0.172 0.002 0.053 0.168 0.171 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.1052206952055843}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3661115885151194}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.05482738750408245}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.044381655930583463}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.17111220651974407}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.08943432346035873}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.016336079873586762}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.19193226475050373}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.025508029744498728}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.008147493222654179}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.09846720162251632}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.0597155620991936}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.0005028305231318531}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.037923734814049426}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.00049392779597901}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.014674589301101992}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.0486762411803483}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.05633943059282753}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 8.739029432720777}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.16407334953612107}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.041347621797670264}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.35590910431296674}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.25436681536876105}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.009260481628359685})])
Toy 1/25
Time taken: 2 min, 38 s
Projected time left: 1 h, 3 min
Toy 1: Generating data...
Directory data/zfit_toys/toy_1 Created
Toy 1: Data generation finished
Toy 1: Loading data...
Toy 1: Loading data finished
Toy 1: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1444 (1444 total) |
| EDM = 0.000441 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297220.90830616665
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.7 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.00 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.28 | 0.20 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.80 | 0.23 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.87 | 0.07 | | | -2 | 2 | |
| 7 | Dbar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.888 | 0.031 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | |
| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.27 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.030 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.10 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.12 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 2.30 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -0.31 | 0.21 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.36 | 0.20 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 18.1 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.56 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.43 | 0.18 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | 4.33 | 0.09 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -1.620 | 0.024 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.009 0.072 0.052 0.104 0.124 0.028 0.038 0.005 -0.049 0.037 0.027 -0.000 0.030 0.001 -0.264 0.074 0.116 0.044 0.099 -0.012 0.013 -0.010 -0.091 |
| DDstar_p | 0.009 1.000 0.101 -0.143 -0.016 0.047 -0.181 -0.201 -0.118 -0.104 0.003 0.071 0.054 -0.053 0.005 0.270 -0.079 0.001 -0.136 -0.012 0.141 -0.030 0.004 -0.119 |
| rho_s | 0.072 0.101 1.000 -0.005 -0.059 0.554 0.314 0.040 -0.003 -0.377 0.069 -0.007 0.006 0.016 0.001 0.136 -0.014 -0.006 -0.040 -0.048 0.007 -0.014 -0.019 0.001 |
| p4040_s | 0.052 -0.143 -0.005 1.000 0.344 0.008 0.023 -0.049 0.040 -0.032 -0.001 0.123 -0.007 0.136 -0.007 -0.105 -0.016 0.008 -0.209 -0.018 -0.149 -0.204 -0.507 0.019 |
| Ctt | 0.104 -0.016 -0.059 0.344 1.000 -0.005 0.066 -0.345 0.247 0.049 -0.004 -0.089 -0.011 0.204 -0.007 -0.650 0.244 0.007 -0.031 -0.035 -0.223 -0.193 -0.326 0.234 |
| omega_p | 0.124 0.047 0.554 0.008 -0.005 1.000 0.165 0.026 -0.001 -0.195 0.570 0.001 0.003 0.013 0.001 0.015 0.008 0.015 -0.011 -0.016 0.000 -0.005 -0.012 -0.020 |
| bplus_1 | 0.028 -0.181 0.314 0.023 0.066 0.165 1.000 -0.078 0.032 -0.916 0.010 -0.025 -0.016 -0.036 -0.006 -0.156 0.018 0.020 0.108 -0.076 -0.104 0.054 0.039 -0.036 |
| Dbar_p | 0.038 -0.201 0.040 -0.049 -0.345 0.026 -0.078 1.000 -0.050 -0.057 0.000 -0.092 -0.003 0.018 0.034 0.044 -0.073 0.007 -0.100 -0.016 0.287 -0.121 -0.025 0.191 |
| psi2s_p | 0.005 -0.118 -0.003 0.040 0.247 -0.001 0.032 -0.050 1.000 -0.004 -0.002 -0.435 0.023 0.020 0.029 -0.061 -0.057 -0.002 -0.067 -0.005 -0.018 -0.210 -0.138 -0.007 |
| bplus_0 | -0.049 -0.104 -0.377 -0.032 0.049 -0.195 -0.916 -0.057 -0.004 1.000 -0.012 -0.009 -0.004 -0.037 -0.001 -0.068 -0.029 -0.028 0.010 0.082 0.032 -0.011 0.023 0.104 |
| omega_s | 0.037 0.003 0.069 -0.001 -0.004 0.570 0.010 0.000 -0.002 -0.012 1.000 -0.003 0.000 -0.000 0.000 0.011 -0.002 -0.023 -0.003 0.001 -0.001 -0.002 -0.002 -0.008 |
| p3770_s | 0.027 0.071 -0.007 0.123 -0.089 0.001 -0.025 -0.092 -0.435 -0.009 -0.003 1.000 0.035 0.021 0.030 0.035 0.027 0.003 -0.014 -0.013 -0.253 -0.054 -0.042 -0.071 |
| DDstar_s | -0.000 0.054 0.006 -0.007 -0.011 0.003 -0.016 -0.003 0.023 -0.004 0.000 0.035 1.000 -0.005 -0.002 0.018 0.002 0.001 0.021 0.000 0.039 0.032 0.054 0.061 |
| p4415_s | 0.030 -0.053 0.016 0.136 0.204 0.013 -0.036 0.018 0.020 -0.037 -0.000 0.021 -0.005 1.000 -0.002 0.030 0.298 0.005 -0.135 -0.012 -0.063 0.050 -0.025 -0.010 |
| Dbar_s | 0.001 0.005 0.001 -0.007 -0.007 0.001 -0.006 0.034 0.029 -0.001 0.000 0.030 -0.002 -0.002 1.000 0.005 -0.001 0.001 0.011 -0.000 0.047 0.023 0.034 0.058 |
| bplus_2 | -0.264 0.270 0.136 -0.105 -0.650 0.015 -0.156 0.044 -0.061 -0.068 0.011 0.035 0.018 0.030 0.005 1.000 -0.155 -0.033 -0.246 0.068 0.065 -0.027 -0.023 -0.175 |
| p4160_s | 0.074 -0.079 -0.014 -0.016 0.244 0.008 0.018 -0.073 -0.057 -0.029 -0.002 0.027 0.002 0.298 -0.001 -0.155 1.000 0.010 -0.183 -0.025 -0.045 0.339 -0.116 -0.019 |
| phi_p | 0.116 0.001 -0.006 0.008 0.007 0.015 0.020 0.007 -0.002 -0.028 -0.023 0.003 0.001 0.005 0.001 -0.033 0.010 1.000 0.004 0.631 -0.005 0.001 -0.004 -0.035 |
| p4415_p | 0.044 -0.136 -0.040 -0.209 -0.031 -0.011 0.108 -0.100 -0.067 0.010 -0.003 -0.014 0.021 -0.135 0.011 -0.246 -0.183 0.004 1.000 -0.013 0.041 0.121 0.293 0.004 |
| phi_s | 0.099 -0.012 -0.048 -0.018 -0.035 -0.016 -0.076 -0.016 -0.005 0.082 0.001 -0.013 0.000 -0.012 -0.000 0.068 -0.025 0.631 -0.013 1.000 -0.001 -0.007 0.002 0.005 |
| p3770_p | -0.012 0.141 0.007 -0.149 -0.223 0.000 -0.104 0.287 -0.018 0.032 -0.001 -0.253 0.039 -0.063 0.047 0.065 -0.045 -0.005 0.041 -0.001 1.000 0.119 0.157 0.000 |
| p4040_p | 0.013 -0.030 -0.014 -0.204 -0.193 -0.005 0.054 -0.121 -0.210 -0.011 -0.002 -0.054 0.032 0.050 0.023 -0.027 0.339 0.001 0.121 -0.007 0.119 1.000 0.128 -0.098 |
| p4160_p | -0.010 0.004 -0.019 -0.507 -0.326 -0.012 0.039 -0.025 -0.138 0.023 -0.002 -0.042 0.054 -0.025 0.034 -0.023 -0.116 -0.004 0.293 0.002 0.157 0.128 1.000 -0.053 |
| jpsi_p | -0.091 -0.119 0.001 0.019 0.234 -0.020 -0.036 0.191 -0.007 0.104 -0.008 -0.071 0.061 -0.010 0.058 -0.175 -0.019 -0.035 0.004 0.005 0.000 -0.098 -0.053 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.43910007898594294}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.35139286048220386}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33523377693805534}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17514064100752785}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20042212797775383}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.22929037572077515}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.06564461794237175}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.34561455485843107}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.031126304405225902}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.03399373263970007}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.6722673642449664}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.23072912982408322}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.029983442253126963}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1927462698844044}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.02300724174785354}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09181361808103827}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17216398641068986}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.21033797806437393}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.19782478355652966}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.082426281184004}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09787333212821636}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.1836307947903042}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.09462473009660055}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.023975122874207777})])
Toy 2/25
Time taken: 7 min, 53 s
Projected time left: 1 h, 30 min
Toy 2: Generating data...
Directory data/zfit_toys/toy_2 Created
Toy 2: Data generation finished
Toy 2: Loading data...
Toy 2: Loading data finished
Toy 2: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.974E+05 | Ncalls=426 (426 total) |
| EDM = 7.5E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297407.64656304
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 4 | 11 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -0.78 | 0.05 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.029 | 1.234 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.97 | 0.04 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.237 | 0.029 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.31 | 0.08 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.748 | 0.002 | | | -2 | 2 | |
| 7 | Dbar_p | -4.46 | 0.04 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.920 | 0.009 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.404 | 0.001 | | | -2 | 2 | |
| 10| omega_s | 7.1 | 0.4 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.30 | 0.06 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.298 | 0.004 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.38 | 0.05 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -2.999E-1 | 0.019E-1 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.236 | 0.010 | | | -2 | 2 | |
| 16| p4160_s | 1.89 | 0.04 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -0.06 | 0.11 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -2.18 | 0.04 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 18.82 | 0.27 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.415 | 0.026 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.41 | 0.05 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.146 | 0.028 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.670 | 0.007 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.108 0.999 0.030 0.154 0.659 -0.164 0.168 0.022 -0.026 -0.695 0.036 0.022 0.021 -0.018 -0.301 0.029 -0.111 0.033 -0.175 0.024 0.025 0.027 0.091 |
| DDstar_p | 0.108 1.000 0.108 -0.013 0.021 0.070 0.048 -0.034 0.009 0.062 -0.073 0.019 -0.004 -0.029 -0.008 -0.009 -0.024 -0.019 -0.006 -0.015 0.032 0.024 0.026 0.057 |
| rho_s | 0.999 0.108 1.000 0.030 0.154 0.659 -0.165 0.168 0.022 -0.026 -0.695 0.036 0.022 0.021 -0.018 -0.302 0.029 -0.112 0.033 -0.175 0.024 0.025 0.027 0.091 |
| p4040_s | 0.030 -0.013 0.030 1.000 0.017 0.019 0.027 -0.023 -0.020 0.031 -0.021 0.004 -0.005 0.002 0.003 0.006 -0.023 -0.005 -0.018 -0.005 0.008 -0.011 -0.044 0.005 |
| Ctt | 0.154 0.021 0.154 0.017 1.000 0.099 -0.015 -0.013 0.017 0.007 -0.105 -0.021 0.003 0.037 0.001 0.022 0.027 -0.027 0.002 -0.022 -0.010 -0.037 -0.031 0.049 |
| omega_p | 0.659 0.070 0.659 0.019 0.099 1.000 -0.105 0.108 0.014 -0.015 -0.414 0.023 0.014 0.014 -0.012 -0.194 0.019 -0.066 0.021 -0.113 0.015 0.016 0.017 0.059 |
| bplus_1 | -0.164 0.048 -0.165 0.027 -0.015 -0.105 1.000 0.040 0.017 -0.082 0.112 0.013 0.005 0.029 0.001 -0.000 0.029 0.034 0.014 0.021 -0.005 -0.008 -0.005 -0.044 |
| Dbar_p | 0.168 -0.034 0.168 -0.023 -0.013 0.108 0.040 1.000 -0.014 0.062 -0.115 -0.016 -0.004 -0.006 0.001 0.004 -0.018 -0.030 -0.017 -0.024 0.019 -0.010 -0.011 0.056 |
| psi2s_p | 0.022 0.009 0.022 -0.020 0.017 0.014 0.017 -0.014 1.000 0.020 -0.015 -0.046 -0.005 -0.007 0.008 -0.004 -0.016 -0.004 -0.011 -0.004 -0.011 -0.016 -0.010 -0.004 |
| bplus_0 | -0.026 0.062 -0.026 0.031 0.007 -0.015 -0.082 0.062 0.020 1.000 0.017 0.019 0.008 0.031 -0.001 -0.042 0.033 0.019 0.019 -0.004 -0.001 -0.004 -0.001 -0.032 |
| omega_s | -0.695 -0.073 -0.695 -0.021 -0.105 -0.414 0.112 -0.115 -0.015 0.017 1.000 -0.025 -0.015 -0.015 0.012 0.206 -0.020 0.072 -0.023 0.123 -0.017 -0.017 -0.018 -0.063 |
| p3770_s | 0.036 0.019 0.036 0.004 -0.021 0.023 0.013 -0.016 -0.046 0.019 -0.025 1.000 -0.003 0.002 0.009 0.011 0.002 -0.007 -0.002 -0.006 -0.038 -0.022 -0.010 0.009 |
| DDstar_s | 0.022 -0.004 0.022 -0.005 0.003 0.014 0.005 -0.004 -0.005 0.008 -0.015 -0.003 1.000 -0.003 0.001 -0.003 -0.004 -0.004 -0.003 -0.003 0.000 -0.000 -0.002 0.002 |
| p4415_s | 0.021 -0.029 0.021 0.002 0.037 0.014 0.029 -0.006 -0.007 0.031 -0.015 0.002 -0.003 1.000 -0.001 -0.017 0.008 -0.004 -0.007 -0.003 -0.000 0.014 0.027 0.001 |
| Dbar_s | -0.018 -0.008 -0.018 0.003 0.001 -0.012 0.001 0.001 0.008 -0.001 0.012 0.009 0.001 -0.001 1.000 0.002 0.000 0.003 0.002 0.003 0.007 0.005 0.005 0.004 |
| bplus_2 | -0.301 -0.009 -0.302 0.006 0.022 -0.194 -0.000 0.004 -0.004 -0.042 0.206 0.011 -0.003 -0.017 0.002 1.000 0.004 0.057 0.013 0.040 -0.001 0.011 0.016 -0.053 |
| p4160_s | 0.029 -0.024 0.029 -0.023 0.027 0.019 0.029 -0.018 -0.016 0.033 -0.020 0.002 -0.004 0.008 0.000 0.004 1.000 -0.005 -0.028 -0.004 0.004 0.044 -0.010 0.004 |
| phi_p | -0.111 -0.019 -0.112 -0.005 -0.027 -0.066 0.034 -0.030 -0.004 0.019 0.072 -0.007 -0.004 -0.004 0.003 0.057 -0.005 1.000 -0.006 0.191 -0.004 -0.004 -0.005 -0.015 |
| p4415_p | 0.033 -0.006 0.033 -0.018 0.002 0.021 0.014 -0.017 -0.011 0.019 -0.023 -0.002 -0.003 -0.007 0.002 0.013 -0.028 -0.006 1.000 -0.005 0.005 0.014 0.016 0.008 |
| phi_s | -0.175 -0.015 -0.175 -0.005 -0.022 -0.113 0.021 -0.024 -0.004 -0.004 0.123 -0.006 -0.003 -0.003 0.003 0.040 -0.004 0.191 -0.005 1.000 -0.004 -0.004 -0.004 -0.016 |
| p3770_p | 0.024 0.032 0.024 0.008 -0.010 0.015 -0.005 0.019 -0.011 -0.001 -0.017 -0.038 0.000 -0.000 0.007 -0.001 0.004 -0.004 0.005 -0.004 1.000 0.003 0.006 -0.002 |
| p4040_p | 0.025 0.024 0.025 -0.011 -0.037 0.016 -0.008 -0.010 -0.016 -0.004 -0.017 -0.022 -0.000 0.014 0.005 0.011 0.044 -0.004 0.014 -0.004 0.003 1.000 -0.007 0.005 |
| p4160_p | 0.027 0.026 0.027 -0.044 -0.031 0.017 -0.005 -0.011 -0.010 -0.001 -0.018 -0.010 -0.002 0.027 0.005 0.016 -0.010 -0.005 0.016 -0.004 0.006 -0.007 1.000 0.007 |
| jpsi_p | 0.091 0.057 0.091 0.005 0.049 0.059 -0.044 0.056 -0.004 -0.032 -0.063 0.009 0.002 0.001 0.004 -0.053 0.004 -0.015 0.008 -0.016 -0.002 0.005 0.007 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 11.182266518893787}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.04845800630148345}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 1.234387171671791}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.041995496442824964}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.029077715788177527}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.07906264060931711}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.001901735533124671}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.044277142060817454}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.008709810298833887}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.0010497607318034063}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.40475522414337517}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.06256435055407339}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.004241820717114098}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.05128219883464602}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.0018589698420958534}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.01029372876154433}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.042736201922184525}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.11138911644311067}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.044737263993469334}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.2734993994124899}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.02611545388076575}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.04833839908776616}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.0277327977138917}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.006980674475318693})])
Toy 3/25
Time taken: 10 min, 58 s
Projected time left: 1 h, 20 min
Toy 3: Generating data...
Directory data/zfit_toys/toy_3 Created
Toy 3: Data generation finished
Toy 3: Loading data...
Toy 3: Loading data finished
Toy 3: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.974E+05 | Ncalls=1501 (1501 total) |
| EDM = 0.0114 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| False | True | True | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297357.19533505524
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -6.28 | 0.29 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.45 | 0.28 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.005 | 0.035 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.88 | 0.18 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.54 | 0.26 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.77 | 0.05 | | | -2 | 2 | |
| 7 | Dbar_p | 2.04 | 0.27 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.892 | 0.028 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.41 | 0.03 | | | -2 | 2 | |
| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.07 | 0.22 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.025 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.19 | 0.18 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.300 | 0.022 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.23 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 2.05 | 0.15 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 6.19 | 0.24 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.09 | 0.17 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 18.5 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.88 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -6 | 8 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -1.66 | 0.09 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -1.647 | 0.023 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.094 0.029 0.000 0.115 -0.069 -0.182 -0.034 -0.011 0.185 -0.057 -0.014 0.000 -0.039 0.001 -0.207 0.023 0.029 0.044 0.055 -0.018 -0.000 0.010 -0.008 |
| DDstar_p | -0.094 1.000 0.229 0.009 -0.164 0.080 0.302 -0.109 0.004 -0.468 0.019 0.156 0.034 0.034 0.002 0.373 -0.077 0.022 -0.101 -0.030 0.142 -0.001 0.082 0.019 |
| rho_s | 0.029 0.229 1.000 -0.000 -0.212 0.391 0.395 0.121 0.033 -0.431 0.039 0.055 -0.001 0.092 -0.000 0.283 0.006 0.033 -0.050 -0.009 0.030 -0.001 -0.013 -0.082 |
| p4040_s | 0.000 0.009 -0.000 1.000 -0.023 -0.000 0.000 -0.002 -0.013 0.000 0.000 -0.005 0.002 -0.003 0.002 0.001 0.029 -0.000 0.013 -0.000 0.015 -0.365 0.018 -0.003 |
| Ctt | 0.115 -0.164 -0.212 -0.023 1.000 -0.064 -0.451 -0.336 0.120 0.523 -0.013 -0.227 -0.005 0.065 0.007 -0.741 0.240 -0.025 0.102 0.002 -0.146 0.008 -0.214 0.284 |
| omega_p | -0.069 0.080 0.391 -0.000 -0.064 1.000 0.136 0.048 0.010 -0.149 -0.572 0.021 0.000 0.033 0.000 0.075 0.010 0.033 -0.011 0.021 0.009 -0.000 -0.005 -0.047 |
| bplus_1 | -0.182 0.302 0.395 0.000 -0.451 0.136 1.000 0.146 0.055 -0.958 0.029 0.087 -0.003 0.133 -0.000 0.613 -0.023 0.043 -0.091 -0.042 0.012 -0.002 -0.010 -0.197 |
| Dbar_p | -0.034 -0.109 0.121 -0.002 -0.336 0.048 0.146 1.000 -0.011 -0.239 0.012 -0.000 0.003 0.080 0.026 0.129 -0.057 0.013 -0.091 -0.029 0.286 0.005 -0.026 0.190 |
| psi2s_p | -0.011 0.004 0.033 -0.013 0.120 0.010 0.055 -0.011 1.000 -0.068 0.006 -0.449 0.036 0.049 0.040 0.040 -0.046 -0.000 -0.080 -0.011 0.065 0.011 -0.131 -0.050 |
| bplus_0 | 0.185 -0.468 -0.431 0.000 0.523 -0.149 -0.958 -0.239 -0.068 1.000 -0.033 -0.125 0.003 -0.200 0.000 -0.724 0.007 -0.047 0.125 0.048 -0.059 0.002 0.026 0.198 |
| omega_s | -0.057 0.019 0.039 0.000 -0.013 -0.572 0.029 0.012 0.006 -0.033 1.000 0.008 -0.000 0.007 -0.000 0.013 0.004 0.015 -0.000 -0.017 0.004 -0.000 0.002 0.004 |
| p3770_s | -0.014 0.156 0.055 -0.005 -0.227 0.021 0.087 -0.000 -0.449 -0.125 0.008 1.000 0.031 0.014 0.039 0.111 0.028 0.004 0.005 -0.020 -0.160 0.001 0.033 -0.054 |
| DDstar_s | 0.000 0.034 -0.001 0.002 -0.005 0.000 -0.003 0.003 0.036 0.003 -0.000 0.031 1.000 -0.004 -0.003 -0.001 0.006 0.000 0.028 0.001 0.021 -0.002 0.048 0.061 |
| p4415_s | -0.039 0.034 0.092 -0.003 0.065 0.033 0.133 0.080 0.049 -0.200 0.007 0.014 -0.004 1.000 -0.003 0.188 0.305 0.010 -0.101 -0.012 -0.049 -0.004 -0.038 -0.042 |
| Dbar_s | 0.001 0.002 -0.000 0.002 0.007 0.000 -0.000 0.026 0.040 0.000 -0.000 0.039 -0.003 -0.003 1.000 0.002 -0.001 0.001 0.014 0.000 0.033 -0.001 0.034 0.054 |
| bplus_2 | -0.207 0.373 0.283 0.001 -0.741 0.075 0.613 0.129 0.040 -0.724 0.013 0.111 -0.001 0.188 0.002 1.000 -0.111 0.029 -0.214 0.026 0.045 -0.000 -0.037 -0.230 |
| p4160_s | 0.023 -0.077 0.006 0.029 0.240 0.010 -0.023 -0.057 -0.046 0.007 0.004 0.028 0.006 0.305 -0.001 -0.111 1.000 0.001 -0.108 -0.022 -0.061 -0.017 -0.098 -0.016 |
| phi_p | 0.029 0.022 0.033 -0.000 -0.025 0.033 0.043 0.013 -0.000 -0.047 0.015 0.004 0.000 0.010 0.001 0.029 0.001 1.000 -0.006 0.650 0.000 0.000 -0.003 -0.029 |
| p4415_p | 0.044 -0.101 -0.050 0.013 0.102 -0.011 -0.091 -0.091 -0.080 0.125 -0.000 0.005 0.028 -0.101 0.014 -0.214 -0.108 -0.006 1.000 -0.013 0.015 -0.003 0.221 0.011 |
| phi_s | 0.055 -0.030 -0.009 -0.000 0.002 0.021 -0.042 -0.029 -0.011 0.048 -0.017 -0.020 0.001 -0.012 0.000 0.026 -0.022 0.650 -0.013 1.000 -0.005 0.001 -0.006 0.014 |
| p3770_p | -0.018 0.142 0.030 0.015 -0.146 0.009 0.012 0.286 0.065 -0.059 0.004 -0.160 0.021 -0.049 0.033 0.045 -0.061 0.000 0.015 -0.005 1.000 -0.006 0.134 0.062 |
| p4040_p | -0.000 -0.001 -0.001 -0.365 0.008 -0.000 -0.002 0.005 0.011 0.002 -0.000 0.001 -0.002 -0.004 -0.001 -0.000 -0.017 0.000 -0.003 0.001 -0.006 1.000 0.005 0.004 |
| p4160_p | 0.010 0.082 -0.013 0.018 -0.214 -0.005 -0.010 -0.026 -0.131 0.026 0.002 0.033 0.048 -0.038 0.034 -0.037 -0.098 -0.003 0.221 -0.006 0.134 0.005 1.000 -0.016 |
| jpsi_p | -0.008 0.019 -0.082 -0.003 0.284 -0.047 -0.197 0.190 -0.050 0.198 0.004 -0.054 0.061 -0.042 0.054 -0.230 -0.016 -0.029 0.011 0.014 0.062 0.004 -0.016 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.28614244911826914}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.27583608378330116}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.35613641290996334}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.03535697085575011}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1791026865394617}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.25645311434549045}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.051081589295405294}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.2720047708019919}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.02831579215183222}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.03462601648370689}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.8214326649317445}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.21810649852762687}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.02471621537387575}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18212294649276495}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.021659509332267207}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.087264088147327}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.14685492117566779}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.24332824385881757}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.16512524245455484}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0550553570820647}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.0979812136712237}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 8.254105497193391}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.08806415314518423}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.023466889409452296})])
Toy 4/25
Time taken: 16 min, 26 s
Projected time left: 1 h, 26 min
Toy 4: Generating data...
Directory data/zfit_toys/toy_4 Created
Toy 4: Data generation finished
Toy 4: Loading data...
Toy 4: Loading data finished
Toy 4: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.973E+05 | Ncalls=1006 (1006 total) |
| EDM = 1.52E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297258.99620427267
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.022 | 0.439 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.3 | 0.3 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.8 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.95 | 0.16 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.75 | 0.22 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.17 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.97 | 0.05 | | | -2 | 2 | |
| 7 | Dbar_p | -1.26 | 0.30 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.91 | 0.03 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.504 | 0.022 | | | -2 | 2 | |
| 10| omega_s | 5.3 | 1.0 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.04 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.019 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.016 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.22 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 1.98 | 0.16 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.76 | 0.17 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -6.28 | 0.17 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 19.8 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.65 | 0.11 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 4.19 | 0.20 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | 4.04 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -1.666 | 0.027 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.039 0.052 0.064 0.098 -0.006 0.109 0.005 -0.001 -0.133 0.482 0.007 0.000 0.003 0.001 0.250 0.068 -0.286 -0.002 -0.138 -0.034 -0.016 -0.019 -0.099 |
| DDstar_p | -0.039 1.000 0.068 -0.156 -0.072 0.003 0.345 -0.123 0.009 0.034 -0.034 0.184 0.031 0.001 -0.001 -0.263 -0.109 0.013 0.005 0.013 0.275 0.172 0.232 0.232 |
| rho_s | 0.052 0.068 1.000 0.018 0.021 0.046 -0.157 0.048 0.007 0.243 -0.346 0.023 0.000 -0.000 0.001 0.053 0.026 -0.016 -0.001 -0.071 0.028 -0.001 0.001 0.005 |
| p4040_s | 0.064 -0.156 0.018 1.000 0.317 -0.001 -0.056 -0.171 -0.085 0.014 0.011 0.060 0.010 -0.019 0.002 0.194 0.208 -0.023 -0.002 -0.040 -0.153 -0.211 -0.518 -0.053 |
| Ctt | 0.098 -0.072 0.021 0.317 1.000 -0.001 -0.195 -0.337 0.189 -0.020 0.016 -0.210 0.001 -0.007 0.005 0.735 0.281 -0.023 -0.008 -0.045 -0.232 -0.363 -0.383 0.247 |
| omega_p | -0.006 0.003 0.046 -0.001 -0.001 1.000 -0.008 0.001 0.001 0.011 -0.150 0.001 -0.000 -0.000 -0.000 -0.004 -0.001 0.012 0.000 -0.001 0.002 0.000 0.001 0.005 |
| bplus_1 | 0.109 0.345 -0.157 -0.056 -0.195 -0.008 1.000 0.171 0.020 -0.846 0.095 0.073 -0.003 -0.009 -0.000 -0.274 -0.048 -0.027 0.000 0.007 0.132 0.030 0.033 0.067 |
| Dbar_p | 0.005 -0.123 0.048 -0.171 -0.337 0.001 0.171 1.000 -0.071 0.036 -0.015 -0.049 0.007 -0.007 0.020 -0.089 -0.116 -0.002 0.003 -0.011 0.310 -0.027 0.005 0.173 |
| psi2s_p | -0.001 0.009 0.007 -0.085 0.189 0.001 0.020 -0.071 1.000 -0.006 -0.004 -0.433 0.028 -0.007 0.025 0.009 -0.074 -0.004 0.002 -0.005 0.020 -0.189 -0.132 -0.026 |
| bplus_0 | -0.133 0.034 0.243 0.014 -0.020 0.011 -0.846 0.036 -0.006 1.000 -0.129 0.043 0.001 0.000 0.002 -0.034 0.024 0.027 -0.001 -0.014 0.038 0.011 0.013 -0.038 |
| omega_s | 0.482 -0.034 -0.346 0.011 0.016 -0.150 0.095 -0.015 -0.004 -0.129 1.000 -0.007 -0.000 0.001 -0.000 0.051 0.009 -0.143 -0.000 -0.040 -0.021 -0.004 -0.007 -0.041 |
| p3770_s | 0.007 0.184 0.023 0.060 -0.210 0.001 0.073 -0.049 -0.433 0.043 -0.007 1.000 0.025 -0.000 0.024 -0.135 -0.004 -0.007 0.001 -0.016 -0.210 -0.020 0.035 -0.030 |
| DDstar_s | 0.000 0.031 0.000 0.010 0.001 -0.000 -0.003 0.007 0.028 0.001 -0.000 0.025 1.000 0.002 -0.001 0.006 0.009 0.001 -0.001 0.000 0.022 0.023 0.037 0.056 |
| p4415_s | 0.003 0.001 -0.000 -0.019 -0.007 -0.000 -0.009 -0.007 -0.007 0.000 0.001 -0.000 0.002 1.000 0.001 0.014 -0.025 -0.001 -0.023 -0.002 0.006 0.013 0.020 -0.000 |
| Dbar_s | 0.001 -0.001 0.001 0.002 0.005 -0.000 -0.000 0.020 0.025 0.002 -0.000 0.024 -0.001 0.001 1.000 0.005 0.002 0.000 -0.000 -0.000 0.030 0.017 0.022 0.043 |
| bplus_2 | 0.250 -0.263 0.053 0.194 0.735 -0.004 -0.274 -0.089 0.009 -0.034 0.051 -0.135 0.006 0.014 0.005 1.000 0.213 -0.078 -0.004 -0.132 -0.143 -0.140 -0.128 0.117 |
| p4160_s | 0.068 -0.109 0.026 0.208 0.281 -0.001 -0.048 -0.116 -0.074 0.024 0.009 -0.004 0.009 -0.025 0.002 0.213 1.000 -0.023 -0.005 -0.042 -0.093 0.224 -0.214 -0.031 |
| phi_p | -0.286 0.013 -0.016 -0.023 -0.023 0.012 -0.027 -0.002 -0.004 0.027 -0.143 -0.007 0.001 -0.001 0.000 -0.078 -0.023 1.000 0.001 0.582 0.010 0.001 0.003 0.023 |
| p4415_p | -0.002 0.005 -0.001 -0.002 -0.008 0.000 0.000 0.003 0.002 -0.001 -0.000 0.001 -0.001 -0.023 -0.000 -0.004 -0.005 0.001 1.000 0.001 0.003 -0.002 -0.005 0.002 |
| phi_s | -0.138 0.013 -0.071 -0.040 -0.045 -0.001 0.007 -0.011 -0.005 -0.014 -0.040 -0.016 0.000 -0.002 -0.000 -0.132 -0.042 0.582 0.001 1.000 0.010 0.003 0.004 0.036 |
| p3770_p | -0.034 0.275 0.028 -0.153 -0.232 0.002 0.132 0.310 0.020 0.038 -0.021 -0.210 0.022 0.006 0.030 -0.143 -0.093 0.010 0.003 0.010 1.000 0.199 0.214 0.073 |
| p4040_p | -0.016 0.172 -0.001 -0.211 -0.363 0.000 0.030 -0.027 -0.189 0.011 -0.004 -0.020 0.023 0.013 0.017 -0.140 0.224 0.001 -0.002 0.003 0.199 1.000 0.357 -0.066 |
| p4160_p | -0.019 0.232 0.001 -0.518 -0.383 0.001 0.033 0.005 -0.132 0.013 -0.007 0.035 0.037 0.020 0.022 -0.128 -0.214 0.003 -0.005 0.004 0.214 0.357 1.000 -0.023 |
| jpsi_p | -0.099 0.232 0.005 -0.053 0.247 0.005 0.067 0.173 -0.026 -0.038 -0.041 -0.030 0.056 -0.000 0.043 0.117 -0.031 0.023 0.002 0.036 0.073 -0.066 -0.023 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.4391242087240603}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.32176078729607993}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3407768545481124}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16361264567992911}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.21552017793040212}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.1711266433098233}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.04504510978778442}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.2978420869151561}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03176204741112976}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.02154683469818286}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.016370270017389}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22758231765804648}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.01941720869367039}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.04058542816589278}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.015797732401518882}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09129367343567152}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15793838344094213}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.17126940541052837}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.16836111597339531}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9791084422565284}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.10588492365455782}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.19918028158265955}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11018931208155891}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026785537623479794})])
Toy 5/25
Time taken: 20 min, 57 s
Projected time left: 1 h, 23 min
Toy 5: Generating data...
Directory data/zfit_toys/toy_5 Created
Toy 5: Data generation finished
Toy 5: Loading data...
Toy 5: Loading data finished
Toy 5: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1397 (1397 total) |
| EDM = 0.000526 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297178.1511270118
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 6.15 | 0.14 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -2.0 | 9.8 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.51 | 0.17 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.03 | 0.10 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.13 | 0.11 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.72 | 0.13 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.874 | 0.009 | | | -2 | 2 | |
| 7 | Dbar_p | -2.34 | 0.25 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.478 | 0.005 | | | -2 | 2 | |
| 10| omega_s | 8.9 | 0.6 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.76 | 0.28 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.014 | 0.453 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.12 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.24 | 0.03 | | | -2 | 2 | |
| 16| p4160_s | 2.39 | 0.09 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -6.28 | 0.12 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -2.53 | 0.14 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 17.1 | 0.5 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.77 | 0.09 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.73 | 0.23 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.36 | 0.18 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.67 | 0.04 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.212 0.101 -0.114 -0.193 -0.047 -0.153 0.200 -0.184 -0.149 0.036 -0.191 0.212 0.173 -0.205 0.197 0.081 0.015 -0.130 0.002 -0.160 -0.194 -0.205 -0.196 |
| DDstar_p | -0.212 1.000 0.079 0.555 0.861 -0.003 0.819 -0.897 0.871 0.785 0.076 0.900 -0.996 -0.827 0.988 -0.638 -0.368 -0.018 0.625 0.159 0.719 0.915 0.966 0.926 |
| rho_s | 0.101 0.079 1.000 0.043 0.068 0.190 0.070 -0.071 0.068 0.080 -0.097 0.070 -0.079 -0.065 0.078 -0.050 -0.031 -0.003 0.049 0.015 0.056 0.072 0.076 0.071 |
| p4040_s | -0.114 0.555 0.043 1.000 0.517 -0.001 0.482 -0.480 0.467 0.466 0.041 0.516 -0.555 -0.444 0.561 -0.351 -0.226 -0.009 0.317 0.084 0.399 0.496 0.500 0.513 |
| Ctt | -0.193 0.861 0.068 0.517 1.000 -0.004 0.700 -0.741 0.774 0.672 0.067 0.767 -0.861 -0.683 0.858 -0.470 -0.269 -0.018 0.550 0.141 0.604 0.767 0.820 0.778 |
| omega_p | -0.047 -0.003 0.190 -0.001 -0.004 1.000 0.000 0.004 -0.002 0.000 0.313 -0.002 0.003 0.002 -0.002 0.010 0.002 0.008 -0.001 0.003 -0.003 -0.002 -0.003 -0.003 |
| bplus_1 | -0.153 0.819 0.070 0.482 0.700 0.000 1.000 -0.770 0.727 0.579 0.060 0.748 -0.819 -0.653 0.787 -0.561 -0.266 -0.011 0.527 0.122 0.605 0.747 0.791 0.775 |
| Dbar_p | 0.200 -0.897 -0.071 -0.480 -0.741 0.004 -0.770 1.000 -0.759 -0.743 -0.069 -0.783 0.897 0.740 -0.887 0.526 0.339 0.018 -0.543 -0.145 -0.639 -0.803 -0.856 -0.807 |
| psi2s_p | -0.184 0.871 0.068 0.467 0.774 -0.002 0.727 -0.759 1.000 0.699 0.066 0.754 -0.871 -0.724 0.859 -0.561 -0.338 -0.016 0.534 0.137 0.633 0.788 0.839 0.817 |
| bplus_0 | -0.149 0.785 0.080 0.466 0.672 0.000 0.579 -0.743 0.699 1.000 0.056 0.720 -0.785 -0.624 0.753 -0.541 -0.250 -0.010 0.508 0.115 0.583 0.716 0.758 0.746 |
| omega_s | 0.036 0.076 -0.097 0.041 0.067 0.313 0.060 -0.069 0.066 0.056 1.000 0.068 -0.076 -0.063 0.075 -0.060 -0.029 -0.011 0.047 0.023 0.056 0.070 0.074 0.068 |
| p3770_s | -0.191 0.900 0.070 0.516 0.767 -0.002 0.748 -0.783 0.754 0.720 0.068 1.000 -0.900 -0.745 0.888 -0.563 -0.326 -0.016 0.565 0.142 0.620 0.818 0.871 0.840 |
| DDstar_s | 0.212 -0.996 -0.079 -0.555 -0.861 0.003 -0.819 0.897 -0.871 -0.785 -0.076 -0.900 1.000 0.827 -0.988 0.638 0.368 0.018 -0.625 -0.159 -0.718 -0.915 -0.966 -0.926 |
| p4415_s | 0.173 -0.827 -0.065 -0.444 -0.683 0.002 -0.653 0.740 -0.724 -0.624 -0.063 -0.745 0.827 1.000 -0.815 0.502 0.347 0.014 -0.539 -0.131 -0.603 -0.753 -0.792 -0.771 |
| Dbar_s | -0.205 0.988 0.078 0.561 0.858 -0.002 0.787 -0.887 0.859 0.753 0.075 0.888 -0.988 -0.815 1.000 -0.648 -0.350 -0.017 0.627 0.155 0.686 0.905 0.954 0.912 |
| bplus_2 | 0.197 -0.638 -0.050 -0.351 -0.470 0.010 -0.561 0.526 -0.561 -0.541 -0.060 -0.563 0.638 0.502 -0.648 1.000 0.245 0.022 -0.373 -0.133 -0.438 -0.571 -0.605 -0.583 |
| p4160_s | 0.081 -0.368 -0.031 -0.226 -0.269 0.002 -0.266 0.339 -0.338 -0.250 -0.029 -0.326 0.368 0.347 -0.350 0.245 1.000 0.007 -0.281 -0.062 -0.274 -0.277 -0.369 -0.349 |
| phi_p | 0.015 -0.018 -0.003 -0.009 -0.018 0.008 -0.011 0.018 -0.016 -0.010 -0.011 -0.016 0.018 0.014 -0.017 0.022 0.007 1.000 -0.011 0.212 -0.014 -0.016 -0.017 -0.017 |
| p4415_p | -0.130 0.625 0.049 0.317 0.550 -0.001 0.527 -0.543 0.534 0.508 0.047 0.565 -0.625 -0.539 0.627 -0.373 -0.281 -0.011 1.000 0.097 0.453 0.590 0.620 0.574 |
| phi_s | 0.002 0.159 0.015 0.084 0.141 0.003 0.122 -0.145 0.137 0.115 0.023 0.142 -0.159 -0.131 0.155 -0.133 -0.062 0.212 0.097 1.000 0.117 0.145 0.153 0.143 |
| p3770_p | -0.160 0.719 0.056 0.399 0.604 -0.003 0.605 -0.639 0.633 0.583 0.056 0.620 -0.718 -0.603 0.686 -0.438 -0.274 -0.014 0.453 0.117 1.000 0.673 0.706 0.670 |
| p4040_p | -0.194 0.915 0.072 0.496 0.767 -0.002 0.747 -0.803 0.788 0.716 0.070 0.818 -0.915 -0.753 0.905 -0.571 -0.277 -0.016 0.590 0.145 0.673 1.000 0.889 0.848 |
| p4160_p | -0.205 0.966 0.076 0.500 0.820 -0.003 0.791 -0.856 0.839 0.758 0.074 0.871 -0.966 -0.792 0.954 -0.605 -0.369 -0.017 0.620 0.153 0.706 0.889 1.000 0.897 |
| jpsi_p | -0.196 0.926 0.071 0.513 0.778 -0.003 0.775 -0.807 0.817 0.746 0.068 0.840 -0.926 -0.771 0.912 -0.583 -0.349 -0.017 0.574 0.143 0.670 0.848 0.897 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.13703929624255906}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 9.792293659841832}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.1743312832581806}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.10270447151563478}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.11453218096822615}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.12797662911445462}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.008909802682873225}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.2506107343453361}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.0351830855099573}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.004608815862012561}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.5504686138557169}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.28474318302537793}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.45261902311374935}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18854915710903675}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.38435135424245137}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.033047622472765825}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.09210228637524742}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.12136072327301095}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.1366048522387242}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.523816772732312}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09243004958660883}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.23352254971717645}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.17778304722896632}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03667145717602294})])
Toy 6/25
Time taken: 26 min, 13 s
Projected time left: 1 h, 22 min
Toy 6: Generating data...
Directory data/zfit_toys/toy_6 Created
Toy 6: Data generation finished
Toy 6: Loading data...
Toy 6: Loading data finished
Toy 6: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.971E+05 | Ncalls=1493 (1493 total) |
| EDM = 0.000232 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297061.39819628705
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -6.28 | 0.19 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 4.2 | 0.7 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.7 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.33 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | 0.27 | 0.21 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -1.02 | 0.06 | | | -2 | 2 | |
| 7 | Dbar_p | 2.7 | 0.7 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.509 | 0.021 | | | -2 | 2 | |
| 10| omega_s | 6.8 | 0.9 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.17 | 0.27 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.50 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.97 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.21 | 0.10 | | | -2 | 2 | |
| 16| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 6.16 | 0.25 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -2.20 | 0.24 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 16.8 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.89 | 0.18 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.45 | 0.18 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.58 | 0.14 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -4.67 | 0.04 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.026 -0.061 0.011 0.017 -0.001 0.006 0.005 0.004 -0.039 0.097 -0.002 -0.014 0.004 0.003 0.043 0.011 0.009 0.012 0.013 -0.012 -0.001 -0.003 0.001 |
| DDstar_p | -0.026 1.000 0.183 -0.297 -0.123 0.005 0.657 0.022 -0.237 0.084 -0.052 0.023 0.474 -0.145 -0.181 -0.542 -0.252 0.004 -0.322 0.017 0.282 -0.029 -0.021 -0.275 |
| rho_s | -0.061 0.183 1.000 -0.033 0.008 0.027 -0.032 -0.031 -0.018 0.273 -0.418 0.036 0.092 -0.000 -0.007 -0.041 -0.012 0.063 -0.041 0.039 0.075 0.023 0.017 -0.016 |
| p4040_s | 0.011 -0.297 -0.033 1.000 0.422 -0.002 -0.192 0.285 -0.001 -0.003 -0.003 -0.052 -0.132 0.186 0.072 0.238 0.217 -0.004 -0.208 -0.022 -0.330 -0.351 -0.544 -0.151 |
| Ctt | 0.017 -0.123 0.008 0.422 1.000 -0.002 -0.227 0.446 0.083 0.010 -0.038 -0.343 -0.085 0.259 -0.081 0.644 0.331 -0.010 -0.167 -0.051 -0.352 -0.424 -0.502 -0.484 |
| omega_p | -0.001 0.005 0.027 -0.002 -0.002 1.000 -0.001 0.000 -0.001 0.006 -0.148 0.000 0.003 -0.001 -0.000 -0.006 -0.001 -0.004 -0.002 -0.008 0.002 -0.000 -0.000 -0.000 |
| bplus_1 | 0.006 0.657 -0.032 -0.192 -0.227 -0.001 1.000 -0.163 -0.076 -0.621 0.021 0.115 0.339 -0.032 -0.058 -0.560 -0.151 -0.001 -0.234 0.023 0.278 0.063 0.059 -0.025 |
| Dbar_p | 0.005 0.022 -0.031 0.285 0.446 0.000 -0.163 1.000 -0.380 -0.018 0.008 -0.541 0.172 0.111 0.082 0.256 0.172 -0.012 -0.272 -0.009 -0.675 -0.612 -0.676 -0.749 |
| psi2s_p | 0.004 -0.237 -0.018 -0.001 0.083 -0.001 -0.076 -0.380 1.000 -0.004 0.001 -0.060 -0.092 0.012 -0.091 0.055 -0.021 0.001 0.116 -0.007 0.231 0.123 0.191 0.369 |
| bplus_0 | -0.039 0.084 0.273 -0.003 0.010 0.006 -0.621 -0.018 -0.004 1.000 -0.095 0.051 0.038 0.012 0.002 -0.009 0.021 0.015 0.003 -0.009 0.054 0.040 0.032 0.018 |
| omega_s | 0.097 -0.052 -0.418 -0.003 -0.038 -0.148 0.021 0.008 0.001 -0.095 1.000 -0.017 -0.024 -0.007 -0.002 -0.055 -0.014 -0.060 -0.001 -0.017 -0.022 -0.012 -0.007 -0.000 |
| p3770_s | -0.002 0.023 0.036 -0.052 -0.343 0.000 0.115 -0.541 -0.060 0.051 -0.017 1.000 0.040 -0.048 -0.167 -0.202 -0.064 0.005 0.144 -0.007 0.231 0.317 0.372 0.476 |
| DDstar_s | -0.014 0.474 0.092 -0.132 -0.085 0.003 0.339 0.172 -0.092 0.038 -0.024 0.040 1.000 -0.082 -0.041 -0.281 -0.103 0.003 -0.065 0.012 0.125 0.064 0.104 -0.079 |
| p4415_s | 0.004 -0.145 -0.000 0.186 0.259 -0.001 -0.032 0.111 0.012 0.012 -0.007 -0.048 -0.082 1.000 0.042 0.045 0.300 -0.001 -0.111 -0.011 -0.142 -0.034 -0.065 -0.083 |
| Dbar_s | 0.003 -0.181 -0.007 0.072 -0.081 -0.000 -0.058 0.082 -0.091 0.002 -0.002 -0.167 -0.041 0.042 1.000 0.088 0.037 -0.002 -0.056 -0.007 -0.089 -0.150 -0.141 -0.091 |
| bplus_2 | 0.043 -0.542 -0.041 0.238 0.644 -0.006 -0.560 0.256 0.055 -0.009 -0.055 -0.202 -0.281 0.045 0.088 1.000 0.211 -0.010 0.234 -0.100 -0.291 -0.140 -0.145 -0.162 |
| p4160_s | 0.011 -0.252 -0.012 0.217 0.331 -0.001 -0.151 0.172 -0.021 0.021 -0.014 -0.064 -0.103 0.300 0.037 0.211 1.000 -0.003 -0.217 -0.028 -0.199 0.115 -0.259 -0.098 |
| phi_p | 0.009 0.004 0.063 -0.004 -0.010 -0.004 -0.001 -0.012 0.001 0.015 -0.060 0.005 0.003 -0.001 -0.002 -0.010 -0.003 1.000 -0.001 0.666 0.006 0.005 0.005 -0.001 |
| p4415_p | 0.012 -0.322 -0.041 -0.208 -0.167 -0.002 -0.234 -0.272 0.116 0.003 -0.001 0.144 -0.065 -0.111 -0.056 0.234 -0.217 -0.001 1.000 -0.022 0.165 0.285 0.403 0.315 |
| phi_s | 0.013 0.017 0.039 -0.022 -0.051 -0.008 0.023 -0.009 -0.007 -0.009 -0.017 -0.007 0.012 -0.011 -0.007 -0.100 -0.028 0.666 -0.022 1.000 0.008 -0.006 -0.001 -0.013 |
| p3770_p | -0.012 0.282 0.075 -0.330 -0.352 0.002 0.278 -0.675 0.231 0.054 -0.022 0.231 0.125 -0.142 -0.089 -0.291 -0.199 0.006 0.165 0.008 1.000 0.505 0.545 0.427 |
| p4040_p | -0.001 -0.029 0.023 -0.351 -0.424 -0.000 0.063 -0.612 0.123 0.040 -0.012 0.317 0.064 -0.034 -0.150 -0.140 0.115 0.005 0.285 -0.006 0.505 1.000 0.572 0.509 |
| p4160_p | -0.003 -0.021 0.017 -0.544 -0.502 -0.000 0.059 -0.676 0.191 0.032 -0.007 0.372 0.104 -0.065 -0.141 -0.145 -0.259 0.005 0.403 -0.001 0.545 0.572 1.000 0.578 |
| jpsi_p | 0.001 -0.275 -0.016 -0.151 -0.484 -0.000 -0.025 -0.749 0.369 0.018 -0.000 0.476 -0.079 -0.083 -0.091 -0.162 -0.098 -0.001 0.315 -0.013 0.427 0.509 0.578 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.19470876225816802}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6946081177100956}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3638035823608202}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18496396830134576}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20680222184096542}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.1409093551634566}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.058882790289970566}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.6706097729913001}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03678549363229955}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.02124669795005696}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.8509005807754151}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.26516002044952725}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.504765432665049}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19043231509039815}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4274987132098069}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.10471330821709812}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17423287747193483}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2512676095442048}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.23910401887285393}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0681438855418826}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.18391574311355807}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.17949223729682284}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.13942377932917172}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04229310239728479})])
Toy 7/25
Time taken: 31 min, 50 s
Projected time left: 1 h, 21 min
Toy 7: Generating data...
Directory data/zfit_toys/toy_7 Created
Toy 7: Data generation finished
Toy 7: Loading data...
Toy 7: Loading data finished
Toy 7: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1324 (1324 total) |
| EDM = 0.000448 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297243.36561658344
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 5.4 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 1.4 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.79 | 0.17 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.66 | 0.20 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.004 | 0.362 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.88 | 0.06 | | | -2 | 2 | |
| 7 | Dbar_p | -4.7 | 0.3 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.887 | 0.032 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.440 | 0.031 | | | -2 | 2 | |
| 10| omega_s | 4 | 4 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.21 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.30 | 0.03 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.126 | 0.024 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.16 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 1.88 | 0.16 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -0.28 | 0.21 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 17.3 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.88 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 4.04 | 0.23 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.02 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -1.629 | 0.024 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.029 0.030 0.061 0.095 -0.232 0.065 0.047 0.003 -0.095 -0.033 0.015 0.002 0.001 0.003 -0.237 0.072 0.138 -0.001 0.102 -0.016 -0.008 -0.030 -0.089 |
| DDstar_p | 0.029 1.000 0.101 -0.193 0.014 -0.003 -0.191 -0.261 -0.118 -0.095 -0.036 0.105 0.067 -0.004 -0.001 0.279 -0.115 0.003 0.007 -0.014 0.162 0.031 0.050 -0.090 |
| rho_s | 0.030 0.101 1.000 -0.028 -0.077 0.109 0.327 0.028 -0.008 -0.385 -0.389 -0.008 0.008 -0.002 0.001 0.181 -0.036 -0.006 0.001 -0.059 0.011 -0.006 -0.005 0.014 |
| p4040_s | 0.061 -0.193 -0.028 1.000 0.341 -0.005 0.074 -0.101 0.013 -0.032 0.005 0.101 -0.011 -0.010 -0.008 -0.196 0.037 0.008 -0.002 -0.021 -0.154 -0.199 -0.493 0.030 |
| Ctt | 0.095 0.014 -0.077 0.341 1.000 -0.009 0.082 -0.363 0.260 0.051 0.016 -0.128 -0.010 -0.003 -0.011 -0.688 0.234 0.004 -0.006 -0.035 -0.186 -0.239 -0.328 0.297 |
| omega_p | -0.232 -0.003 0.109 -0.005 -0.009 1.000 -0.004 -0.004 -0.001 0.006 0.394 -0.002 0.000 -0.000 -0.000 0.020 -0.006 0.004 0.000 0.006 0.001 0.001 0.002 0.003 |
| bplus_1 | 0.065 -0.191 0.327 0.074 0.082 -0.004 1.000 -0.054 0.053 -0.921 -0.122 -0.025 -0.022 0.005 -0.007 -0.140 0.061 0.021 -0.002 -0.074 -0.111 0.038 0.023 -0.023 |
| Dbar_p | 0.047 -0.261 0.028 -0.101 -0.363 -0.004 -0.054 1.000 -0.134 -0.054 -0.012 -0.161 -0.002 -0.005 0.034 0.019 -0.103 0.006 0.002 -0.018 0.221 -0.146 -0.079 0.067 |
| psi2s_p | 0.003 -0.118 -0.008 0.013 0.260 -0.001 0.053 -0.134 1.000 -0.004 0.001 -0.448 0.028 -0.003 0.024 -0.080 -0.048 -0.002 -0.000 -0.004 0.009 -0.181 -0.117 -0.004 |
| bplus_0 | -0.095 -0.095 -0.385 -0.032 0.051 0.006 -0.921 -0.054 -0.004 1.000 0.141 -0.006 -0.005 0.000 -0.002 -0.083 -0.024 -0.029 0.001 0.081 0.037 -0.007 0.018 0.112 |
| omega_s | -0.033 -0.036 -0.389 0.005 0.016 0.394 -0.122 -0.012 0.001 0.141 1.000 0.001 -0.003 0.001 -0.000 -0.047 0.007 0.004 -0.000 0.044 -0.004 0.002 0.003 -0.009 |
| p3770_s | 0.015 0.105 -0.008 0.101 -0.128 -0.002 -0.025 -0.161 -0.448 -0.006 0.001 1.000 0.047 0.001 0.028 0.073 0.026 0.001 -0.000 -0.009 -0.213 -0.009 0.012 -0.082 |
| DDstar_s | 0.002 0.067 0.008 -0.011 -0.010 0.000 -0.022 -0.002 0.028 -0.005 -0.003 0.047 1.000 0.002 -0.002 0.024 -0.000 0.001 -0.000 -0.001 0.049 0.035 0.060 0.079 |
| p4415_s | 0.001 -0.004 -0.002 -0.010 -0.003 -0.000 0.005 -0.005 -0.003 0.000 0.001 0.001 0.002 1.000 0.000 -0.010 -0.011 0.000 -0.014 -0.000 0.003 0.007 0.014 0.000 |
| Dbar_s | 0.003 -0.001 0.001 -0.008 -0.011 -0.000 -0.007 0.034 0.024 -0.002 -0.000 0.028 -0.002 0.000 1.000 0.003 -0.004 0.001 -0.000 -0.001 0.047 0.015 0.025 0.055 |
| bplus_2 | -0.237 0.279 0.181 -0.196 -0.688 0.020 -0.140 0.019 -0.080 -0.083 -0.047 0.073 0.024 -0.010 0.003 1.000 -0.222 -0.027 0.004 0.066 0.086 0.037 0.060 -0.201 |
| p4160_s | 0.072 -0.115 -0.036 0.037 0.234 -0.006 0.061 -0.103 -0.048 -0.024 0.007 0.026 -0.000 -0.011 -0.004 -0.222 1.000 0.009 -0.007 -0.025 -0.048 0.344 -0.116 0.008 |
| phi_p | 0.138 0.003 -0.006 0.008 0.004 0.004 0.021 0.006 -0.002 -0.029 0.004 0.001 0.001 0.000 0.001 -0.027 0.009 1.000 -0.000 0.646 -0.006 -0.002 -0.005 -0.035 |
| p4415_p | -0.001 0.007 0.001 -0.002 -0.006 0.000 -0.002 0.002 -0.000 0.001 -0.000 -0.000 -0.000 -0.014 -0.000 0.004 -0.007 -0.000 1.000 0.000 0.002 -0.004 -0.005 -0.000 |
| phi_s | 0.102 -0.014 -0.059 -0.021 -0.035 0.006 -0.074 -0.018 -0.004 0.081 0.044 -0.009 -0.001 -0.000 -0.001 0.066 -0.025 0.646 0.000 1.000 0.001 0.001 0.008 0.006 |
| p3770_p | -0.016 0.162 0.011 -0.154 -0.186 0.001 -0.111 0.221 0.009 0.037 -0.004 -0.213 0.049 0.003 0.047 0.086 -0.048 -0.006 0.002 0.001 1.000 0.133 0.141 -0.039 |
| p4040_p | -0.008 0.031 -0.006 -0.199 -0.239 0.001 0.038 -0.146 -0.181 -0.007 0.002 -0.009 0.035 0.007 0.015 0.037 0.344 -0.002 -0.004 0.001 0.133 1.000 0.204 -0.092 |
| p4160_p | -0.030 0.050 -0.005 -0.493 -0.328 0.002 0.023 -0.079 -0.117 0.018 0.003 0.012 0.060 0.014 0.025 0.060 -0.116 -0.005 -0.005 0.008 0.141 0.204 1.000 -0.069 |
| jpsi_p | -0.089 -0.090 0.014 0.030 0.297 0.003 -0.023 0.067 -0.004 0.112 -0.009 -0.082 0.079 0.000 0.055 -0.201 0.008 -0.035 -0.000 0.006 -0.039 -0.092 -0.069 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.36069273584256134}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.35744382392595186}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3261532862055135}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16946186497057075}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20334234049205713}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.36219908106156273}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.062453764257695665}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.336950416935204}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03154489056999665}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.030844722264337987}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 4.078340085389105}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22502024337300242}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.032591106688224736}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.024021519028457186}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.021485904515121584}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08659904287821862}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15984904687552004}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2116679687460965}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.13375786528661626}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.139042215377934}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09825439845496753}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.23215740217165504}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11058376809701453}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.023805298994110213})])
Toy 8/25
Time taken: 37 min, 3 s
Projected time left: 1 h, 18 min
Toy 8: Generating data...
Directory data/zfit_toys/toy_8 Created
Toy 8: Data generation finished
Toy 8: Loading data...
Toy 8: Loading data finished
Toy 8: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.971E+05 | Ncalls=1359 (1359 total) |
| EDM = 3.28E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297125.2166155747
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.6 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 4.41 | 0.31 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.9 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.82 | 0.17 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.83 | 0.21 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.3 | 0.8 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.86 | 0.06 | | | -2 | 2 | |
| 7 | Dbar_p | -1.43 | 0.31 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.897 | 0.031 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.45 | 0.03 | | | -2 | 2 | |
| 10| omega_s | 5.4 | 1.2 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.63 | 0.22 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.300 | 0.023 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.93 | 0.20 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.31 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 1.93 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.66 | 0.19 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.07 | 0.22 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 20.6 | 1.2 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.63 | 0.09 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.27 | 0.22 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -1.97 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.598 | 0.024 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.007 0.059 0.058 0.115 0.067 -0.023 0.027 0.002 0.013 0.196 0.024 -0.000 0.010 0.002 -0.280 0.072 -0.236 0.056 -0.166 -0.017 0.006 -0.010 -0.083 |
| DDstar_p | -0.007 1.000 0.097 -0.166 -0.021 0.011 -0.158 -0.199 -0.165 -0.091 -0.045 0.016 0.038 -0.028 0.007 0.265 -0.119 0.006 -0.182 -0.011 0.098 -0.052 -0.053 -0.169 |
| rho_s | 0.059 0.097 1.000 0.003 -0.043 0.120 0.351 0.046 -0.001 -0.409 -0.525 -0.007 0.006 0.026 0.001 0.151 -0.003 0.111 -0.029 -0.022 -0.004 -0.013 -0.025 -0.016 |
| p4040_s | 0.058 -0.166 0.003 1.000 0.350 -0.001 0.037 -0.083 0.025 -0.037 0.003 0.113 -0.008 0.201 -0.006 -0.125 0.073 -0.016 -0.157 -0.036 -0.146 -0.186 -0.505 0.038 |
| Ctt | 0.115 -0.021 -0.043 0.350 1.000 -0.005 0.070 -0.329 0.225 0.047 0.025 -0.106 -0.007 0.198 -0.005 -0.670 0.258 -0.027 0.023 -0.055 -0.222 -0.239 -0.328 0.288 |
| omega_p | 0.067 0.011 0.120 -0.001 -0.005 1.000 0.038 0.004 0.001 -0.044 -0.425 -0.001 0.000 0.003 -0.000 0.020 -0.001 0.021 -0.004 -0.009 0.001 -0.001 -0.002 0.005 |
| bplus_1 | -0.023 -0.158 0.351 0.037 0.070 0.038 1.000 -0.075 0.047 -0.928 -0.177 -0.010 -0.014 -0.062 -0.006 -0.031 0.032 0.032 0.112 -0.093 -0.093 0.060 0.058 -0.019 |
| Dbar_p | 0.027 -0.199 0.046 -0.083 -0.329 0.004 -0.075 1.000 -0.078 -0.053 -0.019 -0.100 -0.003 0.039 0.024 0.076 -0.086 -0.003 -0.107 -0.023 0.264 -0.119 -0.044 0.144 |
| psi2s_p | 0.002 -0.165 -0.001 0.025 0.225 0.001 0.047 -0.078 1.000 -0.009 -0.001 -0.402 0.016 0.034 0.022 -0.054 -0.044 -0.004 -0.048 -0.006 -0.044 -0.197 -0.122 0.004 |
| bplus_0 | 0.013 -0.091 -0.409 -0.037 0.047 -0.044 -0.928 -0.053 -0.009 1.000 0.200 -0.008 -0.003 -0.030 -0.000 -0.193 -0.031 -0.029 -0.007 0.107 0.044 -0.011 0.019 0.114 |
| omega_s | 0.196 -0.045 -0.525 0.003 0.025 -0.425 -0.177 -0.019 -0.001 0.200 1.000 0.005 -0.003 -0.011 -0.000 -0.096 0.007 -0.129 0.017 -0.026 -0.002 0.006 0.010 -0.011 |
| p3770_s | 0.024 0.016 -0.007 0.113 -0.106 -0.001 -0.010 -0.100 -0.402 -0.008 0.005 1.000 0.025 0.017 0.022 0.040 0.025 -0.012 -0.002 -0.020 -0.292 -0.056 -0.034 -0.064 |
| DDstar_s | -0.000 0.038 0.006 -0.008 -0.007 0.000 -0.014 -0.003 0.016 -0.003 -0.003 0.025 1.000 -0.004 -0.001 0.016 -0.003 0.001 0.009 0.000 0.038 0.021 0.034 0.046 |
| p4415_s | 0.010 -0.028 0.026 0.201 0.198 0.003 -0.062 0.039 0.034 -0.030 -0.011 0.017 -0.004 1.000 -0.001 0.091 0.327 -0.001 -0.157 -0.011 -0.078 -0.005 -0.100 -0.003 |
| Dbar_s | 0.002 0.007 0.001 -0.006 -0.005 -0.000 -0.006 0.024 0.022 -0.000 -0.000 0.022 -0.001 -0.001 1.000 0.003 -0.002 0.000 0.006 -0.001 0.045 0.015 0.021 0.045 |
| bplus_2 | -0.280 0.265 0.151 -0.125 -0.670 0.020 -0.031 0.076 -0.054 -0.193 -0.096 0.040 0.016 0.091 0.003 1.000 -0.154 0.087 -0.239 0.124 0.061 -0.002 -0.021 -0.236 |
| p4160_s | 0.072 -0.119 -0.003 0.073 0.258 -0.001 0.032 -0.086 -0.044 -0.031 0.007 0.025 -0.003 0.327 -0.002 -0.154 1.000 -0.021 -0.114 -0.044 -0.067 0.324 -0.130 0.010 |
| phi_p | -0.236 0.006 0.111 -0.016 -0.027 0.021 0.032 -0.003 -0.004 -0.029 -0.129 -0.012 0.001 -0.001 0.000 0.087 -0.021 1.000 -0.019 0.668 0.002 -0.007 -0.003 0.012 |
| p4415_p | 0.056 -0.182 -0.029 -0.157 0.023 -0.004 0.112 -0.107 -0.048 -0.007 0.017 -0.002 0.009 -0.157 0.006 -0.239 -0.114 -0.019 1.000 -0.032 0.026 0.155 0.299 0.024 |
| phi_s | -0.166 -0.011 -0.022 -0.036 -0.055 -0.009 -0.093 -0.023 -0.006 0.107 -0.026 -0.020 0.000 -0.011 -0.001 0.124 -0.044 0.668 -0.032 1.000 0.008 -0.008 0.005 0.036 |
| p3770_p | -0.017 0.098 -0.004 -0.146 -0.222 0.001 -0.093 0.264 -0.044 0.044 -0.002 -0.292 0.038 -0.078 0.045 0.061 -0.067 0.002 0.026 0.008 1.000 0.116 0.143 -0.036 |
| p4040_p | 0.006 -0.052 -0.013 -0.186 -0.239 -0.001 0.060 -0.119 -0.197 -0.011 0.006 -0.056 0.021 -0.005 0.015 -0.002 0.324 -0.007 0.155 -0.008 0.116 1.000 0.193 -0.094 |
| p4160_p | -0.010 -0.053 -0.025 -0.505 -0.328 -0.002 0.058 -0.044 -0.122 0.019 0.010 -0.034 0.034 -0.100 0.021 -0.021 -0.130 -0.003 0.299 0.005 0.143 0.193 1.000 -0.058 |
| jpsi_p | -0.083 -0.169 -0.016 0.038 0.288 0.005 -0.019 0.144 0.004 0.114 -0.011 -0.064 0.046 -0.003 0.045 -0.236 0.010 0.012 0.024 0.036 -0.036 -0.094 -0.058 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.41396810518889016}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.31300971943759937}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3497252829997682}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1731915905335818}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20994373708015324}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.8345033466976668}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.06240827704417207}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.3078800207929837}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.031481088793106515}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.03238799216487631}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1863803766507766}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22347498822242962}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.02326075638969649}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19723743893130208}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.018258278667848737}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09074987307917715}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1700226592559515}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.19441419379697056}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.22330863376485244}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.1713022023451582}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.08632304920350098}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.22429767821432645}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11201233810119149}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.024301620406856017})])
Toy 9/25
Time taken: 42 min, 23 s
Projected time left: 1 h, 15 min
Toy 9: Generating data...
Directory data/zfit_toys/toy_9 Created
Toy 9: Data generation finished
Toy 9: Loading data...
Toy 9: Loading data finished
Toy 9: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.973E+05 | Ncalls=1465 (1465 total) |
| EDM = 5.45E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297273.3349290318
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 6.3 | 0.7 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 3.9 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.4 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.49 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.009 | 0.171 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.93 | 0.07 | | | -2 | 2 | |
| 7 | Dbar_p | -4.1 | 0.3 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.881 | 0.029 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.47 | 0.03 | | | -2 | 2 | |
| 10| omega_s | 6.4 | 0.9 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 0.919 | 0.010 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.04 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.85 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.300 | 0.023 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.07 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.88 | 0.14 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.42 | 0.25 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -6.283 | 0.028 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.39 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -4.732 | 0.026 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.001 -0.257 -0.019 -0.093 -0.007 0.052 -0.004 -0.021 -0.048 -0.228 0.000 0.003 -0.026 0.002 0.219 -0.046 0.216 -0.033 0.105 0.000 -0.029 -0.014 -0.004 |
| DDstar_p | -0.001 1.000 0.098 -0.082 0.026 0.001 -0.145 -0.116 -0.260 -0.133 -0.039 0.003 0.065 -0.071 0.023 0.227 -0.098 -0.018 -0.215 -0.041 0.003 -0.188 -0.248 -0.403 |
| rho_s | -0.257 0.098 1.000 0.026 0.039 0.020 0.268 0.052 -0.001 -0.325 -0.346 0.000 0.012 0.032 -0.001 -0.069 0.032 -0.051 -0.023 -0.122 0.000 -0.005 -0.033 0.006 |
| p4040_s | -0.019 -0.082 0.026 1.000 0.360 0.000 0.014 -0.078 0.153 -0.042 -0.011 -0.003 -0.023 0.021 -0.017 -0.026 -0.073 -0.005 -0.216 -0.021 0.002 -0.215 -0.469 -0.011 |
| Ctt | -0.093 0.026 0.039 0.360 1.000 0.000 0.078 -0.333 0.185 -0.012 -0.021 0.001 -0.014 0.202 0.015 -0.617 0.233 -0.019 -0.131 -0.067 0.013 -0.136 -0.323 -0.364 |
| omega_p | -0.007 0.001 0.020 0.000 0.000 1.000 0.003 0.000 0.000 -0.004 -0.080 0.000 0.000 0.000 -0.000 0.000 0.000 0.004 -0.000 -0.002 -0.000 -0.000 -0.000 0.001 |
| bplus_1 | 0.052 -0.145 0.268 0.014 0.078 0.003 1.000 -0.066 0.001 -0.925 -0.123 -0.001 -0.023 0.007 -0.001 -0.221 0.026 -0.015 0.091 -0.129 0.003 0.060 0.037 0.060 |
| Dbar_p | -0.004 -0.116 0.052 -0.078 -0.333 0.000 -0.066 1.000 0.184 -0.073 -0.022 0.004 -0.016 -0.051 0.020 0.127 -0.081 0.002 0.008 -0.020 -0.017 -0.034 0.180 0.420 |
| psi2s_p | -0.021 -0.260 -0.001 0.153 0.185 0.000 0.001 0.184 1.000 0.013 -0.004 0.006 0.019 0.018 0.042 -0.084 -0.019 -0.003 -0.041 -0.017 0.006 -0.183 -0.072 0.181 |
| bplus_0 | -0.048 -0.133 -0.325 -0.042 -0.012 -0.004 -0.925 -0.073 0.013 1.000 0.143 0.001 -0.015 -0.049 0.000 0.015 -0.043 0.025 0.041 0.151 -0.001 0.002 0.057 -0.052 |
| omega_s | -0.228 -0.039 -0.346 -0.011 -0.021 -0.080 -0.123 -0.022 -0.004 0.143 1.000 -0.000 -0.005 -0.014 0.000 0.032 -0.015 -0.055 0.007 0.025 0.000 -0.000 0.011 -0.012 |
| p3770_s | 0.000 0.003 0.000 -0.003 0.001 0.000 -0.001 0.004 0.006 0.001 -0.000 1.000 0.000 -0.000 -0.000 -0.001 -0.001 0.000 0.000 0.000 -0.001 0.001 0.002 -0.001 |
| DDstar_s | 0.003 0.065 0.012 -0.023 -0.014 0.000 -0.023 -0.016 0.019 -0.015 -0.005 0.000 1.000 -0.013 -0.000 0.039 -0.007 0.000 0.010 -0.002 -0.002 0.013 0.039 0.022 |
| p4415_s | -0.026 -0.071 0.032 0.021 0.202 0.000 0.007 -0.051 0.018 -0.049 -0.014 -0.000 -0.013 1.000 -0.005 -0.018 0.207 -0.009 -0.098 -0.030 0.001 0.129 0.119 -0.034 |
| Dbar_s | 0.002 0.023 -0.001 -0.017 0.015 -0.000 -0.001 0.020 0.042 0.000 0.000 -0.000 -0.000 -0.005 1.000 0.010 -0.003 0.001 0.013 0.002 -0.002 0.021 0.032 0.037 |
| bplus_2 | 0.219 0.227 -0.069 -0.026 -0.617 0.000 -0.221 0.127 -0.084 0.015 0.032 -0.001 0.039 -0.018 0.010 1.000 -0.107 0.051 -0.254 0.146 -0.002 -0.109 -0.118 0.086 |
| p4160_s | -0.046 -0.098 0.032 -0.073 0.233 0.000 0.026 -0.081 -0.019 -0.043 -0.015 -0.001 -0.007 0.207 -0.003 -0.107 1.000 -0.013 -0.256 -0.042 0.001 0.406 -0.098 -0.037 |
| phi_p | 0.216 -0.018 -0.051 -0.005 -0.019 0.004 -0.015 0.002 -0.003 0.025 -0.055 0.000 0.000 -0.009 0.001 0.051 -0.013 1.000 -0.004 0.462 -0.000 -0.007 0.001 -0.007 |
| p4415_p | -0.033 -0.215 -0.023 -0.216 -0.131 -0.000 0.091 0.008 -0.041 0.041 0.007 0.000 0.010 -0.098 0.013 -0.254 -0.256 -0.004 1.000 -0.011 -0.004 0.053 0.257 0.086 |
| phi_s | 0.105 -0.041 -0.122 -0.021 -0.067 -0.002 -0.129 -0.020 -0.017 0.151 0.025 0.000 -0.002 -0.030 0.002 0.146 -0.042 0.462 -0.011 1.000 0.000 -0.020 0.001 -0.031 |
| p3770_p | 0.000 0.003 0.000 0.002 0.013 -0.000 0.003 -0.017 0.006 -0.001 0.000 -0.001 -0.002 0.001 -0.002 -0.002 0.001 -0.000 -0.004 0.000 1.000 -0.004 -0.008 -0.008 |
| p4040_p | -0.029 -0.188 -0.005 -0.215 -0.136 -0.000 0.060 -0.034 -0.183 0.002 -0.000 0.001 0.013 0.129 0.021 -0.109 0.406 -0.007 0.053 -0.020 -0.004 1.000 0.083 0.041 |
| p4160_p | -0.014 -0.248 -0.033 -0.469 -0.323 -0.000 0.037 0.180 -0.072 0.057 0.011 0.002 0.039 0.119 0.032 -0.118 -0.098 0.001 0.257 0.001 -0.008 0.083 1.000 0.176 |
| jpsi_p | -0.004 -0.403 0.006 -0.011 -0.364 0.001 0.060 0.420 0.181 -0.052 -0.012 -0.001 0.022 -0.034 0.037 0.086 -0.037 -0.007 0.086 -0.031 -0.008 0.041 0.176 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.6878781664355778}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.37412447183342223}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3571995277798009}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17872622054792686}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.17110820626311274}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.07879626562143027}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.06835266522903893}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.34909524518040325}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.02919926402369377}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.034741753335029824}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.9099518698586064}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.010200984702544491}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.03557156941849926}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.1886571143153003}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.022923337226264467}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08641368851765707}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17315327720302898}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.13748607122074485}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.25187538895700445}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9734233350052666}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.0284031582946227}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.35602530977743774}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10762223012044148}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026386023819291005})])
Toy 10/25
Time taken: 48 min, 8 s
Projected time left: 1 h, 12 min
Toy 10: Generating data...
Directory data/zfit_toys/toy_10 Created
Toy 10: Data generation finished
Toy 10: Loading data...
Toy 10: Loading data finished
Toy 10: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.974E+05 | Ncalls=1440 (1440 total) |
| EDM = 0.000131 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297400.2559132182
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -6.10 | 0.28 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.8 | 0.6 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.95 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.13 | 0.21 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.7 | 0.4 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.808 | 0.019 | | | -2 | 2 | |
| 7 | Dbar_p | 4.8 | 2.5 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.429 | 0.009 | | | -2 | 2 | |
| 10| omega_s | 7.7 | 1.5 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.25 | 0.28 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.47 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.18 | 0.18 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.13 | 0.49 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.25 | 0.06 | | | -2 | 2 | |
| 16| p4160_s | 2.16 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.78 | 0.16 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 3.96 | 0.17 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 19.2 | 0.9 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.31 | 0.30 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.92 | 0.24 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.24 | 0.15 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.67 | 0.06 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.104 0.348 -0.004 -0.018 -0.055 0.082 0.091 0.066 -0.022 0.137 0.072 0.078 -0.005 -0.091 0.236 0.010 -0.283 0.063 -0.113 0.076 0.061 0.070 0.088 |
| DDstar_p | 0.104 1.000 0.084 -0.288 -0.597 0.022 0.183 0.862 0.622 0.166 0.009 0.496 0.695 0.056 -0.843 -0.058 -0.229 0.000 0.205 -0.050 0.729 0.459 0.572 0.799 |
| rho_s | 0.348 0.084 1.000 -0.047 -0.069 0.254 0.085 0.148 0.103 0.179 0.032 0.102 0.098 0.015 -0.141 0.097 -0.024 -0.148 0.038 -0.108 0.138 0.088 0.104 0.132 |
| p4040_s | -0.004 -0.288 -0.047 1.000 0.482 -0.019 -0.217 -0.450 -0.336 -0.161 -0.005 -0.211 -0.333 0.168 0.449 0.131 0.270 -0.015 -0.209 0.003 -0.444 -0.409 -0.606 -0.419 |
| Ctt | -0.018 -0.597 -0.069 0.482 1.000 -0.025 -0.357 -0.705 -0.359 -0.285 -0.006 -0.455 -0.496 0.152 0.664 0.504 0.402 -0.012 -0.141 0.018 -0.647 -0.539 -0.629 -0.702 |
| omega_p | -0.055 0.022 0.254 -0.019 -0.025 1.000 0.013 0.035 0.023 0.037 0.795 0.019 0.022 0.003 -0.035 -0.026 -0.016 -0.040 0.000 0.017 0.033 0.018 0.023 0.023 |
| bplus_1 | 0.082 0.183 0.085 -0.217 -0.357 0.013 1.000 0.467 0.326 -0.183 0.002 0.316 0.275 0.087 -0.450 -0.276 -0.155 -0.011 0.007 -0.034 0.459 0.271 0.320 0.432 |
| Dbar_p | 0.091 0.862 0.148 -0.450 -0.705 0.035 0.467 1.000 0.678 0.380 0.003 0.575 0.738 0.008 -0.958 -0.133 -0.354 0.005 0.163 -0.056 0.901 0.557 0.693 0.891 |
| psi2s_p | 0.066 0.622 0.103 -0.336 -0.359 0.023 0.326 0.678 1.000 0.267 0.000 0.287 0.477 0.013 -0.720 -0.109 -0.280 0.004 0.113 -0.042 0.651 0.358 0.496 0.685 |
| bplus_0 | -0.022 0.166 0.179 -0.161 -0.285 0.037 -0.183 0.380 0.267 1.000 -0.017 0.275 0.232 0.070 -0.365 -0.213 -0.106 0.002 0.027 -0.039 0.377 0.230 0.268 0.361 |
| omega_s | 0.137 0.009 0.032 -0.005 -0.006 0.795 0.002 0.003 0.000 -0.017 1.000 -0.002 0.003 -0.002 -0.005 -0.016 -0.006 -0.097 -0.003 0.011 0.001 -0.000 0.001 -0.007 |
| p3770_s | 0.072 0.496 0.102 -0.211 -0.455 0.019 0.316 0.575 0.287 0.275 -0.002 1.000 0.393 0.002 -0.633 -0.129 -0.205 -0.002 0.138 -0.049 0.504 0.349 0.470 0.615 |
| DDstar_s | 0.078 0.695 0.098 -0.333 -0.496 0.022 0.275 0.738 0.477 0.232 0.003 0.393 1.000 0.034 -0.758 -0.066 -0.261 -0.001 0.050 -0.045 0.648 0.353 0.422 0.620 |
| p4415_s | -0.005 0.056 0.015 0.168 0.152 0.003 0.087 0.008 0.013 0.070 -0.002 0.002 0.034 1.000 0.008 -0.077 0.283 -0.001 -0.133 -0.004 -0.033 -0.027 -0.048 -0.026 |
| Dbar_s | -0.091 -0.843 -0.141 0.449 0.664 -0.035 -0.450 -0.958 -0.720 -0.365 -0.005 -0.633 -0.758 0.008 1.000 0.160 0.355 -0.006 -0.199 0.054 -0.915 -0.610 -0.741 -0.922 |
| bplus_2 | 0.236 -0.058 0.097 0.131 0.504 -0.026 -0.276 -0.133 -0.109 -0.213 -0.016 -0.129 -0.066 -0.077 0.160 1.000 0.150 -0.075 0.122 -0.114 -0.142 -0.098 -0.109 -0.200 |
| p4160_s | 0.010 -0.229 -0.024 0.270 0.402 -0.016 -0.155 -0.354 -0.280 -0.106 -0.006 -0.205 -0.261 0.283 0.355 0.150 1.000 -0.016 -0.194 -0.007 -0.344 -0.021 -0.360 -0.345 |
| phi_p | -0.283 0.000 -0.148 -0.015 -0.012 -0.040 -0.011 0.005 0.004 0.002 -0.097 -0.002 -0.001 -0.001 -0.006 -0.075 -0.016 1.000 -0.012 0.497 0.008 0.001 0.004 -0.000 |
| p4415_p | 0.063 0.205 0.038 -0.209 -0.141 0.000 0.007 0.163 0.113 0.027 -0.003 0.138 0.050 -0.133 -0.199 0.122 -0.194 -0.012 1.000 -0.034 0.200 0.257 0.336 0.198 |
| phi_s | -0.113 -0.050 -0.108 0.003 0.018 0.017 -0.034 -0.056 -0.042 -0.039 0.011 -0.049 -0.045 -0.004 0.054 -0.114 -0.007 0.497 -0.034 1.000 -0.050 -0.040 -0.044 -0.065 |
| p3770_p | 0.076 0.729 0.138 -0.444 -0.647 0.033 0.459 0.901 0.651 0.377 0.001 0.504 0.648 -0.033 -0.915 -0.142 -0.344 0.008 0.200 -0.050 1.000 0.606 0.723 0.847 |
| p4040_p | 0.061 0.459 0.088 -0.409 -0.539 0.018 0.271 0.557 0.358 0.230 -0.000 0.349 0.353 -0.027 -0.610 -0.098 -0.021 0.001 0.257 -0.040 0.606 1.000 0.605 0.577 |
| p4160_p | 0.070 0.572 0.104 -0.606 -0.629 0.023 0.320 0.693 0.496 0.268 0.001 0.470 0.422 -0.048 -0.741 -0.109 -0.360 0.004 0.336 -0.044 0.723 0.605 1.000 0.714 |
| jpsi_p | 0.088 0.799 0.132 -0.419 -0.702 0.023 0.432 0.891 0.685 0.361 -0.007 0.615 0.620 -0.026 -0.922 -0.200 -0.345 -0.000 0.198 -0.065 0.847 0.577 0.714 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.27978415062149997}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6168287162874821}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.36489995841904116}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17803465078453085}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20567451393534908}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3994665052845878}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.01941447510288541}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 2.487593249504163}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04322655715276369}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.0091914553298591}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.494650986392287}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2821268395228045}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.47326582683320645}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18119326750767528}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4909425331810551}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06037638824242375}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1677520698469519}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.164204318506735}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.1743537430921558}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.8979904253546938}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.30096186521825796}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.23650747974547848}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.14803060540908541}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.06276784769154098})])
Toy 11/25
Time taken: 53 min, 53 s
Projected time left: 1 h, 8 min
Toy 11: Generating data...
Directory data/zfit_toys/toy_11 Created
Toy 11: Data generation finished
Toy 11: Loading data...
Toy 11: Loading data finished
Toy 11: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.973E+05 | Ncalls=1833 (1833 total) |
| EDM = 3.21E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297250.70355061826
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.93 | 0.24 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 0.19 | 0.66 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.41 | 0.24 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.79 | 0.14 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.37 | 0.25 | | | -1.5 | 1.5 | |
| 5 | omega_p | -6.3 | 0.4 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.829 | 0.022 | | | -2 | 2 | |
| 7 | Dbar_p | 3.5 | 0.8 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.802 | 0.028 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.434 | 0.011 | | | -2 | 2 | |
| 10| omega_s | 4.2 | 0.9 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.76 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.30 | 0.47 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.36 | 0.16 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.28 | 0.58 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.26 | 0.06 | | | -2 | 2 | |
| 16| p4160_s | 2.09 | 0.15 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.67 | 0.17 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 3.87 | 0.14 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 20.5 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.69 | 0.18 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.80 | 0.25 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.33 | 0.09 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.614 | 0.025 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.157 0.066 0.002 -0.171 -0.117 -0.198 -0.178 -0.037 -0.214 -0.006 -0.083 -0.152 0.034 -0.199 -0.271 -0.034 -0.096 -0.038 -0.094 0.162 -0.114 -0.011 0.096 |
| DDstar_p | -0.157 1.000 -0.106 -0.013 0.779 -0.006 0.681 0.844 0.067 0.677 0.025 0.368 0.681 -0.138 0.833 0.550 0.197 -0.042 0.117 0.082 -0.709 0.463 -0.073 -0.496 |
| rho_s | 0.066 -0.106 1.000 -0.016 -0.123 0.127 -0.099 -0.121 -0.030 -0.139 -0.155 -0.082 -0.092 0.030 -0.134 0.010 -0.053 0.116 -0.060 0.014 0.117 -0.100 -0.027 0.030 |
| p4040_s | 0.002 -0.013 -0.016 1.000 0.167 -0.001 0.038 0.026 0.041 0.036 0.002 0.127 0.016 0.075 0.084 0.054 -0.023 -0.005 -0.081 -0.001 -0.110 -0.030 -0.314 -0.008 |
| Ctt | -0.171 0.779 -0.123 0.167 1.000 -0.006 0.786 0.846 0.268 0.779 0.027 0.426 0.726 -0.055 0.902 0.462 0.347 -0.040 0.256 0.093 -0.776 0.536 -0.012 -0.411 |
| omega_p | -0.117 -0.006 0.127 -0.001 -0.006 1.000 -0.004 -0.006 -0.001 -0.005 0.091 -0.003 -0.005 0.001 -0.007 -0.000 -0.002 0.014 -0.002 0.011 0.006 -0.004 -0.000 0.003 |
| bplus_1 | -0.198 0.681 -0.099 0.038 0.786 -0.004 1.000 0.778 0.173 0.638 0.025 0.419 0.629 -0.195 0.871 0.512 0.231 -0.034 0.283 0.101 -0.739 0.567 0.115 -0.328 |
| Dbar_p | -0.178 0.844 -0.121 0.026 0.846 -0.006 0.778 1.000 0.258 0.774 0.029 0.544 0.719 -0.159 0.890 0.635 0.248 -0.040 0.281 0.098 -0.715 0.624 0.146 -0.244 |
| psi2s_p | -0.037 0.067 -0.030 0.041 0.268 -0.001 0.173 0.258 1.000 0.172 0.006 -0.080 0.147 -0.022 0.194 0.158 0.034 -0.009 0.084 0.019 -0.113 0.085 0.056 0.110 |
| bplus_0 | -0.214 0.677 -0.139 0.036 0.779 -0.005 0.638 0.774 0.172 1.000 0.030 0.418 0.627 -0.189 0.866 0.505 0.227 -0.036 0.275 0.115 -0.730 0.560 0.112 -0.335 |
| omega_s | -0.006 0.025 -0.155 0.002 0.027 0.091 0.025 0.029 0.006 0.030 1.000 0.016 0.023 -0.006 0.031 0.016 0.009 -0.021 0.010 -0.000 -0.027 0.021 0.004 -0.012 |
| p3770_s | -0.083 0.368 -0.082 0.127 0.426 -0.003 0.419 0.544 -0.080 0.418 0.016 1.000 0.410 -0.070 0.486 0.328 0.181 -0.023 0.206 0.042 -0.456 0.350 0.119 -0.039 |
| DDstar_s | -0.152 0.681 -0.092 0.016 0.726 -0.005 0.629 0.719 0.147 0.627 0.023 0.410 1.000 -0.151 0.798 0.532 0.207 -0.035 0.218 0.082 -0.650 0.506 0.090 -0.322 |
| p4415_s | 0.034 -0.138 0.030 0.075 -0.055 0.001 -0.195 -0.159 -0.022 -0.189 -0.006 -0.070 -0.151 1.000 -0.145 -0.029 0.162 0.008 -0.127 -0.020 0.097 -0.047 0.025 0.020 |
| Dbar_s | -0.199 0.833 -0.134 0.084 0.902 -0.007 0.871 0.890 0.194 0.866 0.031 0.486 0.798 -0.145 1.000 0.662 0.310 -0.047 0.295 0.107 -0.858 0.634 0.070 -0.390 |
| bplus_2 | -0.271 0.550 0.010 0.054 0.462 -0.000 0.512 0.635 0.158 0.505 0.016 0.328 0.532 -0.029 0.662 1.000 0.168 -0.010 0.122 0.139 -0.565 0.400 0.015 -0.191 |
| p4160_s | -0.034 0.197 -0.053 -0.023 0.347 -0.002 0.231 0.248 0.034 0.227 0.009 0.181 0.207 0.162 0.310 0.168 1.000 -0.016 -0.004 0.017 -0.271 0.414 -0.045 -0.123 |
| phi_p | -0.096 -0.042 0.116 -0.005 -0.040 0.014 -0.034 -0.040 -0.009 -0.036 -0.021 -0.023 -0.035 0.008 -0.047 -0.010 -0.016 1.000 -0.016 0.573 0.041 -0.031 -0.004 0.010 |
| p4415_p | -0.038 0.117 -0.060 -0.081 0.256 -0.002 0.283 0.281 0.084 0.275 0.010 0.206 0.218 -0.127 0.295 0.122 -0.004 -0.016 1.000 0.021 -0.212 0.284 0.276 -0.001 |
| phi_s | -0.094 0.082 0.014 -0.001 0.093 0.011 0.101 0.098 0.019 0.115 -0.000 0.042 0.082 -0.020 0.107 0.139 0.017 0.573 0.021 1.000 -0.088 0.061 0.006 -0.064 |
| p3770_p | 0.162 -0.709 0.117 -0.110 -0.776 0.006 -0.739 -0.715 -0.113 -0.730 -0.027 -0.456 -0.650 0.097 -0.858 -0.565 -0.271 0.041 -0.212 -0.088 1.000 -0.479 0.022 0.364 |
| p4040_p | -0.114 0.463 -0.100 -0.030 0.536 -0.004 0.567 0.624 0.085 0.560 0.021 0.350 0.506 -0.047 0.634 0.400 0.414 -0.031 0.284 0.061 -0.479 1.000 0.128 -0.153 |
| p4160_p | -0.011 -0.073 -0.027 -0.314 -0.012 -0.000 0.115 0.146 0.056 0.112 0.004 0.119 0.090 0.025 0.070 0.015 -0.045 -0.004 0.276 0.006 0.022 0.128 1.000 0.166 |
| jpsi_p | 0.096 -0.496 0.030 -0.008 -0.411 0.003 -0.328 -0.244 0.110 -0.335 -0.012 -0.039 -0.322 0.020 -0.390 -0.191 -0.123 0.010 -0.001 -0.064 0.364 -0.153 0.166 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.2444525324892015}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6642943766755045}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.24132478202007146}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.14170846988732289}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.25121660647018784}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3531740353517616}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.021831010547074925}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.7717391343613649}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.02786272782730137}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011079674570396159}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.8780119427984454}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22938200332461856}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.46592074462617306}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.16110937442129247}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.5815130556155023}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.062937845157498}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.14719323081798918}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1653863167107148}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.14316548510139437}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9641821042217771}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.18431891711176274}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.25079973354615515}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.08766401823694103}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.024856111249289103})])
Toy 12/25
Time taken: 1 h, 30 s
Projected time left: 1 h, 5 min
Toy 12: Generating data...
Directory data/zfit_toys/toy_12 Created
Toy 12: Data generation finished
Toy 12: Loading data...
Toy 12: Loading data finished
Toy 12: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.971E+05 | Ncalls=1416 (1416 total) |
| EDM = 3.74E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297142.7240311716
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 5.7 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 5.8 | 0.5 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.00 | 0.31 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.23 | 0.16 | | |0.00501244| 2.01499 | |
| 4 | Ctt | 0.16 | 0.32 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.08 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.86 | 0.03 | | | -2 | 2 | |
| 7 | Dbar_p | -5.7 | 1.2 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.466 | 0.015 | | | -2 | 2 | |
| 10| omega_s | 5.1 | 0.9 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.71 | 0.31 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.43 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.19 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.30 | 0.30 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.25 | 0.07 | | | -2 | 2 | |
| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.91 | 0.14 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -2.58 | 0.21 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 20.5 | 0.9 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.26 | 0.16 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.84 | 0.20 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | 3.80 | 0.13 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.622 | 0.031 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.049 0.234 -0.032 -0.190 0.015 0.229 0.242 -0.136 0.231 0.082 -0.148 0.140 0.062 0.245 0.289 -0.048 -0.208 -0.113 -0.140 0.178 -0.149 -0.104 -0.085 |
| DDstar_p | 0.049 1.000 0.114 -0.066 -0.261 0.001 0.288 0.319 -0.014 0.255 -0.041 -0.031 0.209 -0.022 0.162 -0.007 -0.080 0.014 0.074 -0.001 0.286 0.070 0.254 0.206 |
| rho_s | 0.234 0.114 1.000 -0.077 -0.292 0.018 0.258 0.319 -0.173 0.336 -0.475 -0.215 0.172 0.092 0.320 0.030 -0.115 0.107 -0.187 -0.028 0.247 -0.208 -0.136 -0.114 |
| p4040_s | -0.032 -0.066 -0.077 1.000 0.363 -0.001 -0.187 -0.241 0.150 -0.169 0.028 0.257 -0.108 0.084 -0.281 -0.048 0.126 -0.004 0.004 0.002 -0.252 0.029 -0.259 0.064 |
| Ctt | -0.190 -0.261 -0.292 0.363 1.000 -0.003 -0.786 -0.874 0.590 -0.728 0.105 0.577 -0.543 -0.101 -0.877 0.011 0.432 0.009 0.492 0.058 -0.674 0.512 0.270 0.248 |
| omega_p | 0.015 0.001 0.018 -0.001 -0.003 1.000 0.003 0.004 -0.002 0.004 -0.079 -0.003 0.002 0.001 0.004 0.000 -0.001 0.005 -0.002 -0.001 0.003 -0.002 -0.002 -0.001 |
| bplus_1 | 0.229 0.288 0.258 -0.187 -0.786 0.003 1.000 0.850 -0.466 0.516 -0.092 -0.560 0.459 0.261 0.858 0.134 -0.285 -0.022 -0.498 -0.075 0.655 -0.552 -0.370 -0.289 |
| Dbar_p | 0.242 0.319 0.319 -0.241 -0.874 0.004 0.850 1.000 -0.590 0.793 -0.116 -0.699 0.599 0.220 0.921 0.276 -0.359 -0.017 -0.569 -0.079 0.675 -0.669 -0.450 -0.454 |
| psi2s_p | -0.136 -0.014 -0.173 0.150 0.590 -0.002 -0.466 -0.590 1.000 -0.435 0.062 0.285 -0.303 -0.117 -0.533 -0.163 0.180 0.013 0.338 0.045 -0.325 0.363 0.289 0.384 |
| bplus_0 | 0.231 0.255 0.336 -0.169 -0.728 0.004 0.516 0.793 -0.435 1.000 -0.120 -0.512 0.430 0.242 0.798 0.133 -0.255 -0.015 -0.455 -0.078 0.615 -0.508 -0.340 -0.264 |
| omega_s | 0.082 -0.041 -0.475 0.028 0.105 -0.079 -0.092 -0.116 0.062 -0.120 1.000 0.077 -0.063 -0.033 -0.116 -0.010 0.041 -0.097 0.068 -0.009 -0.091 0.075 0.048 0.036 |
| p3770_s | -0.148 -0.031 -0.215 0.257 0.577 -0.003 -0.560 -0.699 0.285 -0.512 0.077 1.000 -0.398 -0.146 -0.640 -0.204 0.276 0.010 0.442 0.042 -0.537 0.491 0.375 0.457 |
| DDstar_s | 0.140 0.209 0.172 -0.108 -0.543 0.002 0.459 0.599 -0.303 0.430 -0.063 -0.398 1.000 0.146 0.588 0.191 -0.184 -0.009 -0.288 -0.047 0.420 -0.364 -0.224 -0.153 |
| p4415_s | 0.062 -0.022 0.092 0.084 -0.101 0.001 0.261 0.220 -0.117 0.242 -0.033 -0.146 0.146 1.000 0.213 -0.042 0.177 -0.004 -0.252 -0.021 0.117 -0.147 -0.148 -0.158 |
| Dbar_s | 0.245 0.162 0.320 -0.281 -0.877 0.004 0.858 0.921 -0.533 0.798 -0.116 -0.640 0.588 0.213 1.000 0.253 -0.384 -0.016 -0.564 -0.079 0.771 -0.620 -0.398 -0.341 |
| bplus_2 | 0.289 -0.007 0.030 -0.048 0.011 0.000 0.134 0.276 -0.163 0.133 -0.010 -0.204 0.191 -0.042 0.253 1.000 -0.042 -0.072 -0.059 -0.146 0.199 -0.178 -0.106 -0.250 |
| p4160_s | -0.048 -0.080 -0.115 0.126 0.432 -0.001 -0.285 -0.359 0.180 -0.255 0.041 0.276 -0.184 0.177 -0.384 -0.042 1.000 -0.005 0.095 0.005 -0.294 0.435 0.040 0.103 |
| phi_p | -0.208 0.014 0.107 -0.004 0.009 0.005 -0.022 -0.017 0.013 -0.015 -0.097 0.010 -0.009 -0.004 -0.016 -0.072 -0.005 1.000 0.004 0.466 -0.006 0.012 0.013 0.004 |
| p4415_p | -0.113 0.074 -0.187 0.004 0.492 -0.002 -0.498 -0.569 0.338 -0.455 0.068 0.442 -0.288 -0.252 -0.564 -0.059 0.095 0.004 1.000 0.030 -0.336 0.513 0.515 0.347 |
| phi_s | -0.140 -0.001 -0.028 0.002 0.058 -0.001 -0.075 -0.079 0.045 -0.078 -0.009 0.042 -0.047 -0.021 -0.079 -0.146 0.005 0.466 0.030 1.000 -0.055 0.045 0.035 0.010 |
| p3770_p | 0.178 0.286 0.247 -0.252 -0.674 0.003 0.655 0.675 -0.325 0.615 -0.091 -0.537 0.420 0.117 0.771 0.199 -0.294 -0.006 -0.336 -0.055 1.000 -0.336 -0.137 -0.145 |
| p4040_p | -0.149 0.070 -0.208 0.029 0.512 -0.002 -0.552 -0.669 0.363 -0.508 0.075 0.491 -0.364 -0.147 -0.620 -0.178 0.435 0.012 0.513 0.045 -0.336 1.000 0.490 0.444 |
| p4160_p | -0.104 0.254 -0.136 -0.259 0.270 -0.002 -0.370 -0.450 0.289 -0.340 0.048 0.375 -0.224 -0.148 -0.398 -0.106 0.040 0.013 0.515 0.035 -0.137 0.490 1.000 0.439 |
| jpsi_p | -0.085 0.206 -0.114 0.064 0.248 -0.001 -0.289 -0.454 0.384 -0.264 0.036 0.457 -0.153 -0.158 -0.341 -0.250 0.103 0.004 0.347 0.010 -0.145 0.444 0.439 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.35324099898613426}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.45573204034115733}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.30816896817425943}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16132433407588653}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.3198997285249191}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.07933456076791856}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.033598645659977056}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.163857790003862}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.038876676618238015}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.01501318755880221}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.8717719235632044}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.3060650330368444}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4347963595980351}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18512180353703}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.30387604272923324}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06532519678891247}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17012807746191794}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1374107722833786}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.21160973758476587}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.8765363859122832}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.16120110378908326}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.20044732877117322}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.12543965594590478}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03086341600611142})])
Toy 13/25
Time taken: 1 h, 6 min
Projected time left: 1 h, 1 min
Toy 13: Generating data...
Directory data/zfit_toys/toy_13 Created
Toy 13: Data generation finished
Toy 13: Loading data...
Toy 13: Loading data finished
Toy 13: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.999E+05 | Ncalls=542 (553 total) |
| EDM = 1.17E+08 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| False | True | True | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 299881.28622107574
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -2.851 | 0.014 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 5.548 | 0.010 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.697 | 0.001 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.780E-1 | 0.008E-1 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -1.327 | 0.001 | | | -1.5 | 1.5 | |
| 5 | omega_p | -5.103 | 0.005 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -1.992 | 0.000 | | | -2 | 2 | |
| 7 | Dbar_p | 0.617E1 | 0.000E1 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 2.682 | 0.014 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 1.5 | 3.1 | | | -2 | 2 | |
| 10| omega_s | 0.428E1 | 0.000E1 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 0.935 | 0.000 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.947E-1 | 0.007E-1 | | | -0.3 | 0.3 | |
| 13| p4415_s | 2.090 | 0.001 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 1.415E-1 | 0.008E-1 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -1.575 | 0.002 | | | -2 | 2 | |
| 16| p4160_s | 0.349E1 | 0.000E1 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -4.139 | 0.012 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -5.660 | 0.013 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 2.322E1 | 0.000E1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -1.452 | 0.016 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -0.006 | 0.015 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -5.26 | 0.16 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 5.06 | 0.04 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.720 0.297 -0.042 -0.382 0.105 0.378 -0.546 -0.762 -0.778 -0.004 -0.064 -0.615 -0.088 -0.682 0.475 0.062 0.680 0.745 0.130 0.686 0.613 0.776 0.777 |
| DDstar_p | -0.720 1.000 -0.352 0.049 0.454 -0.124 -0.450 0.649 0.906 0.925 0.004 0.076 0.732 0.104 0.811 -0.565 -0.074 -0.808 -0.885 -0.155 -0.816 -0.729 -0.923 -0.923 |
| rho_s | 0.297 -0.352 1.000 -0.020 -0.187 0.051 0.185 -0.267 -0.373 -0.381 -0.002 -0.031 -0.301 -0.043 -0.334 0.232 0.030 0.332 0.364 0.064 0.336 0.300 0.380 0.380 |
| p4040_s | -0.042 0.049 -0.020 1.000 0.026 -0.007 -0.026 0.037 0.052 0.053 0.000 0.004 0.042 0.006 0.047 -0.033 -0.004 -0.047 -0.051 -0.009 -0.047 -0.043 -0.053 -0.053 |
| Ctt | -0.382 0.454 -0.187 0.026 1.000 -0.066 -0.239 0.345 0.481 0.491 0.002 0.040 0.388 0.055 0.431 -0.300 -0.039 -0.429 -0.470 -0.082 -0.433 -0.387 -0.490 -0.490 |
| omega_p | 0.105 -0.124 0.051 -0.007 -0.066 1.000 0.065 -0.094 -0.132 -0.134 -0.001 -0.011 -0.106 -0.015 -0.118 0.082 0.011 0.117 0.129 0.023 0.119 0.106 0.134 0.134 |
| bplus_1 | 0.378 -0.450 0.185 -0.026 -0.239 0.065 1.000 -0.341 -0.476 -0.486 -0.002 -0.040 -0.384 -0.055 -0.426 0.297 0.039 0.424 0.465 0.081 0.429 0.383 0.485 0.485 |
| Dbar_p | -0.546 0.649 -0.267 0.037 0.345 -0.094 -0.341 1.000 0.687 0.701 0.003 0.058 0.554 0.079 0.615 -0.428 -0.056 -0.612 -0.671 -0.117 -0.618 -0.553 -0.700 -0.700 |
| psi2s_p | -0.762 0.906 -0.373 0.052 0.481 -0.132 -0.476 0.687 1.000 0.979 0.004 0.080 0.774 0.110 0.858 -0.598 -0.078 -0.855 -0.937 -0.164 -0.863 -0.771 -0.977 -0.977 |
| bplus_0 | -0.778 0.925 -0.381 0.053 0.491 -0.134 -0.486 0.701 0.979 1.000 0.005 0.082 0.790 0.113 0.877 -0.610 -0.080 -0.873 -0.957 -0.168 -0.882 -0.788 -0.998 -0.998 |
| omega_s | -0.004 0.004 -0.002 0.000 0.002 -0.001 -0.002 0.003 0.004 0.005 1.000 0.000 0.004 0.001 0.004 -0.003 -0.000 -0.004 -0.004 -0.001 -0.004 -0.004 -0.005 -0.005 |
| p3770_s | -0.064 0.076 -0.031 0.004 0.040 -0.011 -0.040 0.058 0.080 0.082 0.000 1.000 0.065 0.009 0.072 -0.050 -0.007 -0.072 -0.079 -0.014 -0.072 -0.065 -0.082 -0.082 |
| DDstar_s | -0.615 0.732 -0.301 0.042 0.388 -0.106 -0.384 0.554 0.774 0.790 0.004 0.065 1.000 0.089 0.693 -0.482 -0.063 -0.690 -0.756 -0.132 -0.697 -0.623 -0.788 -0.789 |
| p4415_s | -0.088 0.104 -0.043 0.006 0.055 -0.015 -0.055 0.079 0.110 0.113 0.001 0.009 0.089 1.000 0.099 -0.069 -0.009 -0.098 -0.108 -0.019 -0.099 -0.089 -0.112 -0.112 |
| Dbar_s | -0.682 0.811 -0.334 0.047 0.431 -0.118 -0.426 0.615 0.858 0.877 0.004 0.072 0.693 0.099 1.000 -0.535 -0.070 -0.766 -0.839 -0.147 -0.773 -0.691 -0.875 -0.875 |
| bplus_2 | 0.475 -0.565 0.232 -0.033 -0.300 0.082 0.297 -0.428 -0.598 -0.610 -0.003 -0.050 -0.482 -0.069 -0.535 1.000 0.049 0.533 0.584 0.102 0.538 0.481 0.609 0.609 |
| p4160_s | 0.062 -0.074 0.030 -0.004 -0.039 0.011 0.039 -0.056 -0.078 -0.080 -0.000 -0.007 -0.063 -0.009 -0.070 0.049 1.000 0.070 0.076 0.013 0.070 0.063 0.080 0.080 |
| phi_p | 0.680 -0.808 0.332 -0.047 -0.429 0.117 0.424 -0.612 -0.855 -0.873 -0.004 -0.072 -0.690 -0.098 -0.766 0.533 0.070 1.000 0.836 0.146 0.770 0.688 0.871 0.871 |
| p4415_p | 0.745 -0.885 0.364 -0.051 -0.470 0.129 0.465 -0.671 -0.937 -0.957 -0.004 -0.079 -0.756 -0.108 -0.839 0.584 0.076 0.836 1.000 0.160 0.844 0.754 0.955 0.955 |
| phi_s | 0.130 -0.155 0.064 -0.009 -0.082 0.023 0.081 -0.117 -0.164 -0.168 -0.001 -0.014 -0.132 -0.019 -0.147 0.102 0.013 0.146 0.160 1.000 0.148 0.132 0.167 0.167 |
| p3770_p | 0.686 -0.816 0.336 -0.047 -0.433 0.119 0.429 -0.618 -0.863 -0.882 -0.004 -0.072 -0.697 -0.099 -0.773 0.538 0.070 0.770 0.844 0.148 1.000 0.695 0.880 0.880 |
| p4040_p | 0.613 -0.729 0.300 -0.043 -0.387 0.106 0.383 -0.553 -0.771 -0.788 -0.004 -0.065 -0.623 -0.089 -0.691 0.481 0.063 0.688 0.754 0.132 0.695 1.000 0.786 0.786 |
| p4160_p | 0.776 -0.923 0.380 -0.053 -0.490 0.134 0.485 -0.700 -0.977 -0.998 -0.005 -0.082 -0.788 -0.112 -0.875 0.609 0.080 0.871 0.955 0.167 0.880 0.786 1.000 0.995 |
| jpsi_p | 0.777 -0.923 0.380 -0.053 -0.490 0.134 0.485 -0.700 -0.977 -0.998 -0.005 -0.082 -0.789 -0.112 -0.875 0.609 0.080 0.871 0.955 0.167 0.880 0.786 0.995 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.01392154537005541}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.010134093031088476}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.0014596798738070738}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.0007895792013816877}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.001122383783802805}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.004994866894058703}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.00022592917603436735}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.002237809181629302}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.013670714801361505}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 3.0546651748989397}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.0009639946475967776}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.00031778230592716117}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.0006533600188216304}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.0010209777511782647}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.0007681556594036076}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0021249710158950386}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.0010480853266821022}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.012453382449119754}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.012667359999114058}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.002480423136404397}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.01635792913850409}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.015008096994038933}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.1553195250397712}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.041302439361069254})])
Toy 14/25
Time taken: 1 h, 9 min
Projected time left: 54 min, 49 s
Toy 14: Generating data...
Directory data/zfit_toys/toy_14 Created
Toy 14: Data generation finished
Toy 14: Loading data...
Toy 14: Loading data finished
Toy 14: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1516 (1516 total) |
| EDM = 7.06E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297221.97084340075
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 4.6 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 6.06 | 0.30 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.26 | 0.16 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -1.50 | 0.04 | | | -1.5 | 1.5 | |
| 5 | omega_p | -6.0 | 0.3 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.65 | 0.05 | | | -2 | 2 | |
| 7 | Dbar_p | -3.7 | 0.4 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.924 | 0.031 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.366 | 0.030 | | | -2 | 2 | |
| 10| omega_s | 7.7 | 1.7 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.67 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.300 | 0.025 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.73 | 0.18 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.30 | 0.04 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.47 | 0.05 | | | -2 | 2 | |
| 16| p4160_s | 0.717 | 0.015 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 5.80 | 0.18 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -1.19 | 0.28 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 16.4 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.97 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 2.92 | 0.12 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -6.283 | 0.011 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.705 | 0.029 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.002 -0.163 -0.019 0.004 -0.080 0.433 0.089 0.048 -0.476 -0.319 0.048 -0.004 0.050 -0.007 0.012 0.001 0.112 0.061 -0.011 0.003 0.097 -0.002 -0.040 |
| DDstar_p | -0.002 1.000 -0.006 -0.107 -0.001 0.003 -0.079 -0.155 0.171 0.032 0.004 0.196 0.011 -0.009 -0.017 0.054 0.011 0.004 0.080 0.002 0.155 0.229 -0.001 0.324 |
| rho_s | -0.163 -0.006 1.000 0.007 -0.008 0.252 0.188 -0.097 -0.003 -0.164 0.039 -0.063 0.000 -0.028 0.004 0.357 -0.002 -0.085 -0.041 -0.090 -0.048 -0.051 0.000 0.043 |
| p4040_s | -0.019 -0.107 0.007 1.000 0.028 0.004 -0.096 0.100 0.099 0.039 0.009 0.121 -0.005 -0.103 -0.048 0.210 -0.004 -0.001 -0.176 0.011 -0.081 -0.179 0.010 -0.032 |
| Ctt | 0.004 -0.001 -0.008 0.028 1.000 -0.000 0.006 -0.014 0.008 0.002 -0.001 -0.018 -0.000 0.019 0.003 -0.073 -0.001 0.000 -0.000 -0.003 -0.019 0.001 -0.000 0.010 |
| omega_p | -0.080 0.003 0.252 0.004 -0.000 1.000 -0.078 -0.006 -0.007 0.081 0.791 -0.004 0.001 -0.006 0.002 -0.025 -0.000 -0.019 -0.007 0.016 0.002 -0.012 0.000 -0.003 |
| bplus_1 | 0.433 -0.079 0.188 -0.096 0.006 -0.078 1.000 -0.141 -0.017 -0.975 -0.232 -0.025 0.028 -0.021 0.011 0.303 0.001 0.047 0.151 -0.120 -0.139 0.061 -0.002 -0.166 |
| Dbar_p | 0.089 -0.155 -0.097 0.100 -0.014 -0.006 -0.141 1.000 0.174 0.016 -0.023 0.092 0.013 0.027 0.056 -0.212 0.004 0.020 -0.103 -0.041 0.505 -0.001 0.003 0.512 |
| psi2s_p | 0.048 0.171 -0.003 0.099 0.008 -0.007 -0.017 0.174 1.000 -0.050 -0.021 -0.376 0.025 -0.055 0.062 0.143 0.001 0.008 -0.072 -0.013 0.186 -0.139 0.003 0.107 |
| bplus_0 | -0.476 0.032 -0.164 0.039 0.002 0.081 -0.975 0.016 -0.050 1.000 0.243 -0.008 -0.006 -0.041 -0.002 -0.375 -0.000 -0.057 -0.084 0.130 0.084 -0.101 0.003 0.111 |
| omega_s | -0.319 0.004 0.039 0.009 -0.001 0.791 -0.232 -0.023 -0.021 0.243 1.000 -0.013 0.002 -0.017 0.003 -0.071 -0.000 -0.045 -0.022 0.048 0.005 -0.036 0.001 0.002 |
| p3770_s | 0.048 0.196 -0.063 0.121 -0.018 -0.004 -0.025 0.092 -0.376 -0.008 -0.013 1.000 0.005 0.059 0.071 -0.142 0.001 0.009 0.006 -0.029 -0.114 0.140 -0.001 0.138 |
| DDstar_s | -0.004 0.011 0.000 -0.005 -0.000 0.001 0.028 0.013 0.025 -0.006 0.002 0.005 1.000 0.013 -0.003 -0.023 0.000 -0.000 0.017 0.000 -0.002 0.033 -0.001 0.021 |
| p4415_s | 0.050 -0.009 -0.028 -0.103 0.019 -0.006 -0.021 0.027 -0.055 -0.041 -0.017 0.059 0.013 1.000 -0.005 0.089 0.008 0.009 -0.014 -0.018 0.005 0.101 -0.002 -0.044 |
| Dbar_s | -0.007 -0.017 0.004 -0.048 0.003 0.002 0.011 0.056 0.062 -0.002 0.003 0.071 -0.003 -0.005 1.000 0.038 0.002 0.000 0.021 0.003 0.051 0.058 -0.001 0.056 |
| bplus_2 | 0.012 0.054 0.357 0.210 -0.073 -0.025 0.303 -0.212 0.143 -0.375 -0.071 -0.142 -0.023 0.089 0.038 1.000 -0.011 -0.023 -0.293 0.039 -0.178 -0.060 -0.000 -0.052 |
| p4160_s | 0.001 0.011 -0.002 -0.004 -0.001 -0.000 0.001 0.004 0.001 -0.000 -0.000 0.001 0.000 0.008 0.002 -0.011 1.000 0.000 0.007 -0.001 0.008 -0.009 -0.002 0.008 |
| phi_p | 0.112 0.004 -0.085 -0.001 0.000 -0.019 0.047 0.020 0.008 -0.057 -0.045 0.009 -0.000 0.009 0.000 -0.023 0.000 1.000 0.010 0.470 0.003 0.016 -0.000 -0.015 |
| p4415_p | 0.061 0.080 -0.041 -0.176 -0.000 -0.007 0.151 -0.103 -0.072 -0.084 -0.022 0.006 0.017 -0.014 0.021 -0.293 0.007 0.010 1.000 -0.028 0.028 -0.067 0.004 0.004 |
| phi_s | -0.011 0.002 -0.090 0.011 -0.003 0.016 -0.120 -0.041 -0.013 0.130 0.048 -0.029 0.000 -0.018 0.003 0.039 -0.001 0.470 -0.028 1.000 -0.012 -0.039 0.001 0.014 |
| p3770_p | 0.003 0.155 -0.048 -0.081 -0.019 0.002 -0.139 0.505 0.186 0.084 0.005 -0.114 -0.002 0.005 0.051 -0.178 0.008 0.003 0.028 -0.012 1.000 0.105 0.001 0.356 |
| p4040_p | 0.097 0.229 -0.051 -0.179 0.001 -0.012 0.061 -0.001 -0.139 -0.101 -0.036 0.140 0.033 0.101 0.058 -0.060 -0.009 0.016 -0.067 -0.039 0.105 1.000 -0.000 0.046 |
| p4160_p | -0.002 -0.001 0.000 0.010 -0.000 0.000 -0.002 0.003 0.003 0.003 0.001 -0.001 -0.001 -0.002 -0.001 -0.000 -0.002 -0.000 0.004 0.001 0.001 -0.000 1.000 0.002 |
| jpsi_p | -0.040 0.324 0.043 -0.032 0.010 -0.003 -0.166 0.512 0.107 0.111 0.002 0.138 0.021 -0.044 0.056 -0.052 0.008 -0.015 0.004 0.014 0.356 0.046 0.002 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.35280259740288855}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.30264467122608973}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3551473677749548}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1589458420130585}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.03559357264531948}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.3427589235523154}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.054203432084327874}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.37745585899756406}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03113726612220269}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.029910499754819075}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.7327214058308829}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.23135861684420345}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.025294515413107344}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18345085219518037}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.04470913973108534}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.05072780962338075}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.015192953008745569}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.18317172064255072}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.27651968341921807}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0420208221364105}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.10081424658240934}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.12127244108272883}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.010723586242284089}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.02946941396538172})])
Toy 15/25
Time taken: 1 h, 16 min
Projected time left: 50 min, 40 s
Toy 15: Generating data...
Directory data/zfit_toys/toy_15 Created
Toy 15: Data generation finished
Toy 15: Loading data...
Toy 15: Loading data finished
Toy 15: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1405 (1405 total) |
| EDM = 0.000567 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297201.0114432132
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 0.77 | 0.32 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -1.2 | 0.3 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.0 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.98 | 0.16 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.67 | 0.22 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.37 | 0.26 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.82 | 0.04 | | | -2 | 2 | |
| 7 | Dbar_p | 4.92 | 0.30 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.90 | 0.03 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.425 | 0.017 | | | -2 | 2 | |
| 10| omega_s | 9 | 3 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.34 | 0.22 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.13 | 0.04 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.018 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.20 | 0.08 | | | -2 | 2 | |
| 16| p4160_s | 2.01 | 0.16 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 6.02 | 0.28 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -6.28 | 0.13 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 16.6 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.72 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 4.09 | 0.19 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | 4.24 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.641 | 0.027 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.075 -0.132 0.008 0.019 -0.516 0.202 -0.041 -0.004 -0.304 -0.035 -0.020 0.000 0.001 -0.001 0.052 0.006 0.034 0.000 0.035 -0.041 -0.004 -0.010 -0.041 |
| DDstar_p | -0.075 1.000 0.033 -0.156 -0.077 0.034 0.403 -0.126 0.019 -0.011 -0.001 0.216 0.032 0.005 -0.003 -0.256 -0.099 0.000 0.003 0.006 0.292 0.179 0.267 0.241 |
| rho_s | -0.132 0.033 1.000 0.055 0.082 0.248 -0.081 0.042 0.001 0.150 -0.028 0.021 0.001 0.002 0.002 0.202 0.065 0.086 -0.001 0.110 0.002 -0.011 -0.022 -0.076 |
| p4040_s | 0.008 -0.156 0.055 1.000 0.333 0.015 -0.064 -0.161 -0.060 0.027 0.003 0.065 0.010 -0.022 -0.000 0.193 0.064 0.003 -0.001 -0.020 -0.166 -0.230 -0.528 -0.040 |
| Ctt | 0.019 -0.077 0.082 0.333 1.000 0.021 -0.216 -0.345 0.198 -0.012 0.004 -0.217 -0.000 -0.009 0.003 0.738 0.239 -0.002 -0.006 -0.035 -0.205 -0.340 -0.402 0.259 |
| omega_p | -0.516 0.034 0.248 0.015 0.021 1.000 -0.103 0.026 -0.000 0.157 -0.341 0.013 0.001 0.000 0.001 0.045 0.018 0.033 -0.000 0.028 0.014 -0.003 -0.005 -0.017 |
| bplus_1 | 0.202 0.403 -0.081 -0.064 -0.216 -0.103 1.000 0.202 0.017 -0.827 -0.000 0.085 -0.003 -0.010 0.001 -0.335 -0.074 0.004 0.000 0.020 0.157 0.027 0.047 0.092 |
| Dbar_p | -0.041 -0.126 0.042 -0.161 -0.345 0.026 0.202 1.000 -0.105 0.015 0.001 -0.067 0.010 -0.009 0.024 -0.090 -0.137 0.001 0.003 -0.006 0.291 -0.061 -0.005 0.106 |
| psi2s_p | -0.004 0.019 0.001 -0.060 0.198 -0.000 0.017 -0.105 1.000 -0.009 0.002 -0.435 0.028 -0.007 0.025 0.011 -0.094 -0.004 0.002 -0.005 0.053 -0.189 -0.111 -0.027 |
| bplus_0 | -0.304 -0.011 0.150 0.027 -0.012 0.157 -0.827 0.015 -0.009 1.000 -0.000 0.046 0.001 0.002 0.002 0.023 0.039 0.005 -0.001 -0.015 0.018 0.015 0.007 -0.083 |
| omega_s | -0.035 -0.001 -0.028 0.003 0.004 -0.341 -0.000 0.001 0.002 -0.000 1.000 0.002 -0.000 0.000 -0.000 0.009 0.003 0.011 -0.000 -0.008 0.001 0.001 0.000 0.008 |
| p3770_s | -0.020 0.216 0.021 0.065 -0.217 0.013 0.085 -0.067 -0.435 0.046 0.002 1.000 0.027 0.002 0.027 -0.140 -0.005 -0.000 0.001 -0.009 -0.190 0.007 0.062 -0.027 |
| DDstar_s | 0.000 0.032 0.001 0.010 -0.000 0.001 -0.003 0.010 0.028 0.001 -0.000 0.027 1.000 0.003 -0.002 0.007 0.011 0.000 -0.000 0.000 0.024 0.026 0.039 0.060 |
| p4415_s | 0.001 0.005 0.002 -0.022 -0.009 0.000 -0.010 -0.009 -0.007 0.002 0.000 0.002 0.003 1.000 0.001 0.013 -0.023 0.000 -0.026 -0.001 0.008 0.015 0.027 0.000 |
| Dbar_s | -0.001 -0.003 0.002 -0.000 0.003 0.001 0.001 0.024 0.025 0.002 -0.000 0.027 -0.002 0.001 1.000 0.005 0.002 0.000 -0.000 -0.000 0.036 0.019 0.024 0.048 |
| bplus_2 | 0.052 -0.256 0.202 0.193 0.738 0.045 -0.335 -0.090 0.011 0.023 0.009 -0.140 0.007 0.013 0.005 1.000 0.221 0.013 -0.003 -0.068 -0.126 -0.130 -0.158 0.117 |
| p4160_s | 0.006 -0.099 0.065 0.064 0.239 0.018 -0.074 -0.137 -0.094 0.039 0.003 -0.005 0.011 -0.023 0.002 0.221 1.000 0.004 -0.005 -0.023 -0.072 0.295 -0.151 -0.037 |
| phi_p | 0.034 0.000 0.086 0.003 -0.002 0.033 0.004 0.001 -0.004 0.005 0.011 -0.000 0.000 0.000 0.000 0.013 0.004 1.000 -0.000 0.717 -0.005 -0.002 -0.003 -0.037 |
| p4415_p | 0.000 0.003 -0.001 -0.001 -0.006 -0.000 0.000 0.003 0.002 -0.001 -0.000 0.001 -0.000 -0.026 -0.000 -0.003 -0.005 -0.000 1.000 0.000 0.002 -0.002 -0.003 0.002 |
| phi_s | 0.035 0.006 0.110 -0.020 -0.035 0.028 0.020 -0.006 -0.005 -0.015 -0.008 -0.009 0.000 -0.001 -0.000 -0.068 -0.023 0.717 0.000 1.000 0.000 0.001 0.005 -0.008 |
| p3770_p | -0.041 0.292 0.002 -0.166 -0.205 0.014 0.157 0.291 0.053 0.018 0.001 -0.190 0.024 0.008 0.036 -0.126 -0.072 -0.005 0.002 0.000 1.000 0.188 0.220 0.059 |
| p4040_p | -0.004 0.179 -0.011 -0.230 -0.340 -0.003 0.027 -0.061 -0.189 0.015 0.001 0.007 0.026 0.015 0.019 -0.130 0.295 -0.002 -0.002 0.001 0.188 1.000 0.295 -0.067 |
| p4160_p | -0.010 0.267 -0.022 -0.528 -0.402 -0.005 0.047 -0.005 -0.111 0.007 0.000 0.062 0.039 0.027 0.024 -0.158 -0.151 -0.003 -0.003 0.005 0.220 0.295 1.000 -0.014 |
| jpsi_p | -0.041 0.241 -0.076 -0.040 0.259 -0.017 0.092 0.106 -0.027 -0.083 0.008 -0.027 0.060 0.000 0.048 0.117 -0.037 -0.037 0.002 -0.008 0.059 -0.067 -0.014 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.3154340385023908}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3251899864795291}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.4102209870882889}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16351629904809722}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.21875919419339562}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2618479968991214}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.036019620855008316}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.297390358721378}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.031999645359917395}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.016612285411941263}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.4900598298910053}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22337144565785572}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.021297970486761242}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.04302431102304828}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.01754841593614148}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.07753279045603756}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.1554533700180809}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.2831392585491237}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.1255330282222591}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.135569355126842}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09814320920303121}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.19449318576762842}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11037432616573994}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026644976862309377})])
Toy 16/25
Time taken: 1 h, 21 min
Projected time left: 45 min, 54 s
Toy 16: Generating data...
Directory data/zfit_toys/toy_16 Created
Toy 16: Data generation finished
Toy 16: Loading data...
Toy 16: Loading data finished
Toy 16: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.975E+05 | Ncalls=1247 (1247 total) |
| EDM = 4.81E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297546.02234988904
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 6.13 | 0.30 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 3.8 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.2 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.12 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -1.08 | 0.22 | | | -1.5 | 1.5 | |
| 5 | omega_p | -5.17 | 0.23 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.91 | 0.04 | | | -2 | 2 | |
| 7 | Dbar_p | -5.4 | 0.3 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.85 | 0.03 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.498 | 0.022 | | | -2 | 2 | |
| 10| omega_s | 9.4 | 0.9 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.99 | 0.25 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.017 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.40 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.017 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.34 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 0.717 | 0.014 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 6.19 | 0.25 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -0.9 | 0.5 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 16.9 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.66 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 2.92 | 0.15 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -6.283 | 0.009 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -4.47 | 0.03 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.009 0.231 0.037 0.099 -0.036 0.017 -0.006 0.011 -0.011 0.013 0.004 -0.001 0.066 -0.003 0.210 -0.001 0.073 0.009 0.093 -0.030 0.032 -0.001 -0.025 |
| DDstar_p | -0.009 1.000 -0.048 -0.150 -0.185 -0.024 -0.203 -0.091 0.217 -0.013 0.004 0.162 0.012 0.068 -0.009 -0.043 0.017 0.004 0.112 -0.001 0.103 0.359 -0.005 0.484 |
| rho_s | 0.231 -0.048 1.000 0.033 0.029 0.684 -0.186 -0.029 -0.012 0.235 -0.078 -0.014 -0.005 0.023 -0.004 0.031 -0.002 0.025 -0.019 0.022 -0.020 -0.014 -0.000 -0.037 |
| p4040_s | 0.037 -0.150 0.033 1.000 0.383 0.017 0.053 -0.185 0.057 0.022 -0.001 -0.059 0.009 -0.030 0.005 0.207 -0.016 -0.001 -0.191 -0.012 -0.212 -0.288 0.008 -0.257 |
| Ctt | 0.099 -0.185 0.029 0.383 1.000 0.016 -0.168 0.245 0.234 0.023 0.005 -0.177 0.005 0.278 0.026 0.770 -0.014 -0.002 -0.146 -0.041 -0.087 -0.023 -0.002 -0.406 |
| omega_p | -0.036 -0.024 0.684 0.017 0.016 1.000 -0.122 -0.014 -0.006 0.147 -0.284 -0.007 -0.003 0.011 -0.002 0.008 -0.001 0.036 -0.011 0.009 -0.008 -0.007 0.000 -0.019 |
| bplus_1 | 0.017 -0.203 -0.186 0.053 -0.168 -0.122 1.000 -0.112 -0.077 -0.910 0.021 -0.055 -0.028 -0.047 -0.018 -0.177 -0.006 0.004 -0.130 0.024 -0.080 -0.118 0.001 -0.052 |
| Dbar_p | -0.006 -0.091 -0.029 -0.185 0.245 -0.014 -0.112 1.000 0.311 -0.008 0.002 0.333 -0.004 0.033 0.019 -0.042 0.012 0.004 0.080 0.001 0.180 0.303 -0.003 0.326 |
| psi2s_p | 0.011 0.217 -0.012 0.057 0.234 -0.006 -0.077 0.311 1.000 -0.000 0.003 -0.249 -0.001 0.011 0.000 0.049 0.004 -0.000 -0.010 -0.010 0.115 0.013 -0.000 0.208 |
| bplus_0 | -0.011 -0.013 0.235 0.022 0.023 0.147 -0.910 -0.008 -0.000 1.000 -0.024 0.031 -0.003 0.036 -0.004 -0.039 -0.001 -0.001 -0.008 -0.021 0.012 0.024 -0.000 0.010 |
| omega_s | 0.013 0.004 -0.078 -0.001 0.005 -0.284 0.021 0.002 0.003 -0.024 1.000 0.004 0.000 0.005 0.000 0.019 0.000 0.005 0.003 -0.004 0.000 0.006 -0.000 0.008 |
| p3770_s | 0.004 0.162 -0.014 -0.059 -0.177 -0.007 -0.055 0.333 -0.249 0.031 0.004 1.000 -0.013 -0.001 -0.004 -0.142 0.009 0.001 0.054 -0.010 -0.153 0.221 -0.002 0.311 |
| DDstar_s | -0.001 0.012 -0.005 0.009 0.005 -0.003 -0.028 -0.004 -0.001 -0.003 0.000 -0.013 1.000 0.013 -0.001 0.018 -0.001 -0.000 0.000 0.000 -0.026 -0.001 -0.000 -0.012 |
| p4415_s | 0.066 0.068 0.023 -0.030 0.278 0.011 -0.047 0.033 0.011 0.036 0.005 -0.001 0.013 1.000 0.012 0.260 0.006 0.001 -0.073 -0.028 0.008 0.103 -0.002 -0.085 |
| Dbar_s | -0.003 -0.009 -0.004 0.005 0.026 -0.002 -0.018 0.019 0.000 -0.004 0.000 -0.004 -0.001 0.012 1.000 0.013 -0.001 -0.000 0.005 0.001 -0.041 0.006 -0.000 -0.023 |
| bplus_2 | 0.210 -0.043 0.031 0.207 0.770 0.008 -0.177 -0.042 0.049 -0.039 0.019 -0.142 0.018 0.260 0.013 1.000 -0.006 0.003 0.080 -0.080 -0.060 0.028 -0.002 -0.351 |
| p4160_s | -0.001 0.017 -0.002 -0.016 -0.014 -0.001 -0.006 0.012 0.004 -0.001 0.000 0.009 -0.001 0.006 -0.001 -0.006 1.000 0.000 0.009 0.000 0.010 0.002 -0.002 0.018 |
| phi_p | 0.073 0.004 0.025 -0.001 -0.002 0.036 0.004 0.004 -0.000 -0.001 0.005 0.001 -0.000 0.001 -0.000 0.003 0.000 1.000 0.001 0.660 -0.004 0.002 -0.000 -0.008 |
| p4415_p | 0.009 0.112 -0.019 -0.191 -0.146 -0.011 -0.130 0.080 -0.010 -0.008 0.003 0.054 0.000 -0.073 0.005 0.080 0.009 0.001 1.000 -0.005 0.116 -0.022 0.004 0.131 |
| phi_s | 0.093 -0.001 0.022 -0.012 -0.041 0.009 0.024 0.001 -0.010 -0.021 -0.004 -0.010 0.000 -0.028 0.001 -0.080 0.000 0.660 -0.005 1.000 0.002 -0.020 0.000 -0.015 |
| p3770_p | -0.030 0.103 -0.020 -0.212 -0.087 -0.008 -0.080 0.180 0.115 0.012 0.000 -0.153 -0.026 0.008 -0.041 -0.060 0.010 -0.004 0.116 0.002 1.000 0.188 -0.002 0.143 |
| p4040_p | 0.032 0.359 -0.014 -0.288 -0.023 -0.007 -0.118 0.303 0.013 0.024 0.006 0.221 -0.001 0.103 0.006 0.028 0.002 0.002 -0.022 -0.020 0.188 1.000 -0.004 0.282 |
| p4160_p | -0.001 -0.005 -0.000 0.008 -0.002 0.000 0.001 -0.003 -0.000 -0.000 -0.000 -0.002 -0.000 -0.002 -0.000 -0.002 -0.002 -0.000 0.004 0.000 -0.002 -0.004 1.000 -0.002 |
| jpsi_p | -0.025 0.484 -0.037 -0.257 -0.406 -0.019 -0.052 0.326 0.208 0.010 0.008 0.311 -0.012 -0.085 -0.023 -0.351 0.018 -0.008 0.131 -0.015 0.143 0.282 -0.002 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.303059281366191}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.35619593965052854}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.36673216704150763}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17764950409109065}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.22084496761079558}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.23166054115788937}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.04096434919131786}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.3494065658024339}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03401411005148702}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.02175960241410868}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.9168572907932031}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.24653690474509515}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.01651376808316729}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18882938501388957}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.01735543729652672}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0947288939121036}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.01424149842559247}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.25467337293043}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.48191183482383426}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0384029493718376}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09922480512042853}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.15147620509724913}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.009097188082134}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03372447682735258})])
Toy 17/25
Time taken: 1 h, 27 min
Projected time left: 41 min, 4 s
Toy 17: Generating data...
Directory data/zfit_toys/toy_17 Created
Toy 17: Data generation finished
Toy 17: Loading data...
Toy 17: Loading data finished
Toy 17: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.975E+05 | Ncalls=1354 (1354 total) |
| EDM = 0.000177 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297494.2828054994
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 0.11 | 0.37 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.5 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.9 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.72 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.86 | 0.21 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.22 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.79 | 0.06 | | | -2 | 2 | |
| 7 | Dbar_p | -1.3 | 0.3 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.895 | 0.031 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.43 | 0.03 | | | -2 | 2 | |
| 10| omega_s | 6.7 | 1.0 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.35 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.029 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.13 | 0.10 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.021 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.22 | 0.08 | | | -2 | 2 | |
| 16| p4160_s | 2.00 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.25 | 0.86 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -6.28 | 0.14 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 19 | 3 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.38 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.23 | 0.26 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.10 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 4.634 | 0.024 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.071 -0.015 0.041 0.095 -0.011 -0.286 -0.011 -0.003 0.318 0.497 0.006 -0.001 0.007 0.001 -0.247 0.051 -0.047 -0.001 -0.019 -0.019 -0.005 -0.014 -0.060 |
| DDstar_p | -0.071 1.000 0.088 -0.172 -0.035 0.005 -0.190 -0.182 -0.019 -0.083 -0.056 0.188 0.053 -0.001 -0.002 0.247 -0.079 -0.001 0.006 -0.007 0.236 0.103 0.177 0.145 |
| rho_s | -0.015 0.088 1.000 0.038 0.024 0.051 0.302 0.062 0.017 -0.362 -0.321 0.021 0.001 0.002 0.001 -0.054 0.042 -0.024 -0.001 -0.043 0.001 0.001 -0.008 -0.031 |
| p4040_s | 0.041 -0.172 0.038 1.000 0.372 0.000 0.074 -0.113 -0.006 -0.045 -0.006 0.072 0.000 -0.047 -0.005 -0.201 0.076 -0.013 0.000 -0.022 -0.181 -0.247 -0.536 -0.018 |
| Ctt | 0.095 -0.035 0.024 0.372 1.000 -0.002 0.087 -0.331 0.239 0.045 0.011 -0.165 -0.009 -0.016 -0.003 -0.716 0.267 -0.009 -0.006 -0.019 -0.225 -0.277 -0.359 0.257 |
| omega_p | -0.011 0.005 0.051 0.000 -0.002 1.000 0.018 0.002 0.002 -0.020 -0.202 0.001 -0.000 -0.000 -0.000 0.006 -0.000 -0.031 -0.000 -0.033 0.001 0.001 0.001 0.007 |
| bplus_1 | -0.286 -0.190 0.302 0.074 0.087 0.018 1.000 -0.062 0.029 -0.929 -0.221 -0.051 -0.009 0.018 -0.004 -0.088 0.048 0.002 -0.003 -0.033 -0.135 0.021 -0.005 -0.089 |
| Dbar_p | -0.011 -0.182 0.062 -0.113 -0.331 0.002 -0.062 1.000 -0.075 -0.061 -0.029 -0.078 0.006 -0.020 0.029 0.035 -0.091 -0.009 0.004 -0.017 0.290 -0.102 -0.038 0.155 |
| psi2s_p | -0.003 -0.019 0.017 -0.006 0.239 0.002 0.029 -0.075 1.000 -0.026 -0.008 -0.464 0.035 -0.017 0.028 -0.055 -0.056 -0.018 0.002 -0.021 0.038 -0.203 -0.141 -0.018 |
| bplus_0 | 0.318 -0.083 -0.362 -0.045 0.045 -0.020 -0.929 -0.061 -0.026 1.000 0.252 -0.018 0.002 -0.002 0.001 -0.112 -0.034 0.003 0.002 0.042 0.034 -0.019 -0.002 0.085 |
| omega_s | 0.497 -0.056 -0.321 -0.006 0.011 -0.202 -0.221 -0.029 -0.008 0.252 1.000 -0.007 -0.001 0.001 -0.000 -0.047 -0.005 -0.122 0.000 -0.096 -0.006 -0.001 0.000 -0.005 |
| p3770_s | 0.006 0.188 0.021 0.072 -0.165 0.001 -0.051 -0.078 -0.464 -0.018 -0.007 1.000 0.039 0.002 0.030 0.097 0.009 -0.019 0.001 -0.022 -0.155 -0.013 0.028 -0.043 |
| DDstar_s | -0.001 0.053 0.001 0.000 -0.009 -0.000 -0.009 0.006 0.035 0.002 -0.001 0.039 1.000 0.007 -0.002 0.007 0.005 0.002 -0.000 0.002 0.035 0.031 0.055 0.077 |
| p4415_s | 0.007 -0.001 0.002 -0.047 -0.016 -0.000 0.018 -0.020 -0.017 -0.002 0.001 0.002 0.007 1.000 0.002 -0.037 -0.052 -0.003 -0.060 -0.004 0.014 0.029 0.054 -0.002 |
| Dbar_s | 0.001 -0.002 0.001 -0.005 -0.003 -0.000 -0.004 0.029 0.028 0.001 -0.000 0.030 -0.002 0.002 1.000 0.001 -0.001 0.001 -0.000 0.001 0.039 0.017 0.027 0.052 |
| bplus_2 | -0.247 0.247 -0.054 -0.201 -0.716 0.006 -0.088 0.035 -0.055 -0.112 -0.047 0.097 0.007 -0.037 0.001 1.000 -0.220 0.047 0.006 0.067 0.109 0.069 0.096 -0.156 |
| p4160_s | 0.051 -0.079 0.042 0.076 0.267 -0.000 0.048 -0.091 -0.056 -0.034 -0.005 0.009 0.005 -0.052 -0.001 -0.220 1.000 -0.016 -0.003 -0.026 -0.065 0.309 -0.158 -0.012 |
| phi_p | -0.047 -0.001 -0.024 -0.013 -0.009 -0.031 0.002 -0.009 -0.018 0.003 -0.122 -0.019 0.002 -0.003 0.001 0.047 -0.016 1.000 0.001 0.973 -0.007 -0.010 -0.010 -0.064 |
| p4415_p | -0.001 0.006 -0.001 0.000 -0.006 -0.000 -0.003 0.004 0.002 0.002 0.000 0.001 -0.000 -0.060 -0.000 0.006 -0.003 0.001 1.000 0.001 0.002 -0.004 -0.007 0.001 |
| phi_s | -0.019 -0.007 -0.043 -0.022 -0.019 -0.033 -0.033 -0.017 -0.021 0.042 -0.096 -0.022 0.002 -0.004 0.001 0.067 -0.026 0.973 0.001 1.000 -0.005 -0.010 -0.008 -0.056 |
| p3770_p | -0.019 0.236 0.001 -0.181 -0.225 0.001 -0.135 0.290 0.038 0.034 -0.006 -0.155 0.035 0.014 0.039 0.109 -0.065 -0.007 0.002 -0.005 1.000 0.163 0.194 0.058 |
| p4040_p | -0.005 0.103 0.001 -0.247 -0.277 0.001 0.021 -0.102 -0.203 -0.019 -0.001 -0.013 0.031 0.029 0.017 0.069 0.309 -0.010 -0.004 -0.010 0.163 1.000 0.248 -0.084 |
| p4160_p | -0.014 0.177 -0.008 -0.536 -0.359 0.001 -0.005 -0.038 -0.141 -0.002 0.000 0.028 0.055 0.054 0.027 0.096 -0.158 -0.010 -0.007 -0.008 0.194 0.248 1.000 -0.042 |
| jpsi_p | -0.060 0.145 -0.031 -0.018 0.257 0.007 -0.089 0.155 -0.018 0.085 -0.005 -0.043 0.077 -0.002 0.052 -0.156 -0.012 -0.064 0.001 -0.056 0.058 -0.084 -0.042 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.3700223025522611}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3524490324072391}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.36179292963704185}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17577912062679601}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20850352012418466}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.21868107516974877}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.06284904606831931}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.32215323654082084}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03104322923083558}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.03363514968951131}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.0357668089847465}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22937103743397058}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.02893065234709935}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.10057430075589323}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.020976090568616934}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.0848473167640551}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16530534945035136}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.8562103468489655}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.13545186691257172}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 3.2929756271397608}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09965050418725685}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.25860564371210026}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10817491187980366}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.024485008635602767})])
Toy 18/25
Time taken: 1 h, 33 min
Projected time left: 36 min, 17 s
Toy 18: Generating data...
Directory data/zfit_toys/toy_18 Created
Toy 18: Data generation finished
Toy 18: Loading data...
Toy 18: Loading data finished
Toy 18: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1556 (1556 total) |
| EDM = 8.69E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297210.77283902606
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.9 | 0.3 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -3.3 | 0.6 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.84 | 0.19 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.24 | 0.20 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.14 | 0.24 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.88 | 0.06 | | | -2 | 2 | |
| 7 | Dbar_p | -3.4 | 1.5 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.79 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.446 | 0.030 | | | -2 | 2 | |
| 10| omega_s | 6.0 | 1.1 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.92 | 0.31 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.05 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.35 | 0.20 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.22 | 0.13 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.36 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 2.33 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 0.86 | 0.16 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 3.78 | 0.17 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 21.2 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.99 | 0.19 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.64 | 0.27 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.09 | 0.15 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.63 | 0.05 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.007 0.054 0.050 0.108 -0.105 0.121 -0.011 0.009 -0.148 0.025 0.016 0.007 0.010 -0.041 -0.227 0.074 -0.207 0.046 -0.194 0.002 0.011 -0.014 0.013 |
| DDstar_p | 0.007 1.000 -0.000 -0.234 0.131 0.002 0.054 -0.709 0.250 -0.049 0.002 0.261 0.067 -0.020 0.544 0.110 -0.185 -0.001 -0.148 -0.009 0.398 0.123 0.067 0.233 |
| rho_s | 0.054 -0.000 1.000 -0.017 -0.087 -0.042 0.329 -0.040 0.029 -0.364 -0.494 0.017 0.013 0.018 -0.011 0.228 -0.028 0.191 -0.005 0.017 0.028 0.016 0.026 0.065 |
| p4040_s | 0.050 -0.234 -0.017 1.000 0.345 -0.002 -0.002 0.419 -0.225 0.004 -0.001 -0.171 -0.039 0.240 -0.231 -0.200 0.076 -0.021 -0.268 -0.033 -0.406 -0.388 -0.590 -0.369 |
| Ctt | 0.108 0.131 -0.087 0.345 1.000 0.003 0.104 0.075 0.135 0.037 0.018 -0.110 0.014 0.181 0.241 -0.640 0.252 -0.034 -0.051 -0.067 -0.168 -0.204 -0.334 -0.300 |
| omega_p | -0.105 0.002 -0.042 -0.002 0.003 1.000 -0.027 -0.004 0.002 0.028 0.411 0.004 -0.001 -0.003 0.006 -0.011 -0.001 -0.020 0.002 0.009 0.004 0.003 0.004 0.000 |
| bplus_1 | 0.121 0.054 0.329 -0.002 0.104 -0.027 1.000 0.001 -0.000 -0.944 -0.153 -0.006 -0.033 -0.088 0.112 -0.001 0.008 0.013 0.049 -0.127 -0.058 0.027 0.006 0.010 |
| Dbar_p | -0.011 -0.709 -0.040 0.419 0.075 -0.004 0.001 1.000 -0.576 0.111 0.011 -0.595 -0.044 0.107 -0.633 -0.374 0.258 -0.017 -0.161 0.008 -0.818 -0.494 -0.578 -0.748 |
| psi2s_p | 0.009 0.250 0.029 -0.225 0.135 0.002 -0.000 -0.576 1.000 -0.074 -0.009 0.218 0.006 -0.052 0.469 0.232 -0.178 0.012 0.148 -0.007 0.517 0.259 0.393 0.545 |
| bplus_0 | -0.148 -0.049 -0.364 0.004 0.037 0.028 -0.944 0.111 -0.074 1.000 0.164 -0.077 -0.013 -0.005 -0.027 -0.208 -0.013 -0.011 -0.058 0.141 -0.059 -0.074 -0.061 -0.157 |
| omega_s | 0.025 0.002 -0.494 -0.001 0.018 0.411 -0.153 0.011 -0.009 0.164 1.000 -0.005 -0.006 -0.009 0.012 -0.066 0.002 -0.112 -0.002 -0.009 -0.008 -0.005 -0.005 -0.025 |
| p3770_s | 0.016 0.261 0.017 -0.171 -0.110 0.004 -0.006 -0.595 0.218 -0.077 -0.005 1.000 0.025 -0.071 0.503 0.291 -0.122 0.008 0.207 -0.015 0.409 0.356 0.449 0.593 |
| DDstar_s | 0.007 0.067 0.013 -0.039 0.014 -0.001 -0.033 -0.044 0.006 -0.013 -0.006 0.025 1.000 -0.000 0.065 0.047 -0.028 -0.000 -0.037 -0.004 0.045 0.007 0.007 0.003 |
| p4415_s | 0.010 -0.020 0.018 0.240 0.181 -0.003 -0.088 0.107 -0.052 -0.005 -0.009 -0.071 -0.000 1.000 -0.132 0.079 0.348 -0.003 -0.221 -0.006 -0.139 -0.084 -0.214 -0.142 |
| Dbar_s | -0.041 0.544 -0.011 -0.231 0.241 0.006 0.112 -0.633 0.469 -0.027 0.012 0.503 0.065 -0.132 1.000 0.158 -0.089 0.017 0.218 0.023 0.439 0.442 0.420 0.493 |
| bplus_2 | -0.227 0.110 0.228 -0.200 -0.640 -0.011 -0.001 -0.374 0.232 -0.208 -0.066 0.291 0.047 0.079 0.158 1.000 -0.192 0.092 0.002 0.133 0.328 0.227 0.294 0.477 |
| p4160_s | 0.074 -0.185 -0.028 0.076 0.252 -0.001 0.008 0.258 -0.178 -0.013 0.002 -0.122 -0.028 0.348 -0.089 -0.192 1.000 -0.025 -0.095 -0.050 -0.212 0.145 -0.226 -0.223 |
| phi_p | -0.207 -0.001 0.191 -0.021 -0.034 -0.020 0.013 -0.017 0.012 -0.011 -0.112 0.008 -0.000 -0.003 0.017 0.092 -0.025 1.000 -0.006 0.508 0.018 0.008 0.019 0.014 |
| p4415_p | 0.046 -0.148 -0.005 -0.268 -0.051 0.002 0.049 -0.161 0.148 -0.058 -0.002 0.207 -0.037 -0.221 0.218 0.002 -0.095 -0.006 1.000 -0.032 0.256 0.340 0.480 0.286 |
| phi_s | -0.194 -0.009 0.017 -0.033 -0.067 0.009 -0.127 0.008 -0.007 0.141 -0.009 -0.015 -0.004 -0.006 0.023 0.133 -0.050 0.508 -0.032 1.000 -0.002 -0.011 0.008 -0.021 |
| p3770_p | 0.002 0.398 0.028 -0.406 -0.168 0.004 -0.058 -0.818 0.517 -0.059 -0.008 0.409 0.045 -0.139 0.439 0.328 -0.212 0.018 0.256 -0.002 1.000 0.527 0.636 0.703 |
| p4040_p | 0.011 0.123 0.016 -0.388 -0.204 0.003 0.027 -0.494 0.259 -0.074 -0.005 0.356 0.007 -0.084 0.442 0.227 0.145 0.008 0.340 -0.011 0.527 1.000 0.530 0.526 |
| p4160_p | -0.014 0.067 0.026 -0.590 -0.334 0.004 0.006 -0.578 0.393 -0.061 -0.005 0.449 0.007 -0.214 0.420 0.294 -0.226 0.019 0.480 0.008 0.636 0.530 1.000 0.672 |
| jpsi_p | 0.013 0.233 0.065 -0.369 -0.300 0.000 0.010 -0.748 0.545 -0.157 -0.025 0.593 0.003 -0.142 0.493 0.477 -0.223 0.014 0.286 -0.021 0.703 0.526 0.672 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.33053967511451443}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6424926470246923}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.32999214375393005}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1930559619859284}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.19826684081585477}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.244940410236274}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.06029982848250248}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.467928836060306}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.04057434432385598}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.03030994413733923}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.0954775028312151}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.3056464595129307}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.04782410379502189}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19555553908514411}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.13435709182474292}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.092951428956767}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16940018498258302}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.15512801265178577}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.17305094413702893}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.0323334675633227}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.18530924583996367}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2725033940692614}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.15162737927237124}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.04611239730858241})])
Toy 19/25
Time taken: 1 h, 39 min
Projected time left: 31 min, 30 s
Toy 19: Generating data...
Directory data/zfit_toys/toy_19 Created
Toy 19: Data generation finished
Toy 19: Loading data...
Toy 19: Loading data finished
Toy 19: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.974E+05 | Ncalls=1333 (1333 total) |
| EDM = 0.00685 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| False | True | True | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297351.47936048784
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.14 | 0.18 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 6.3 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.25 | 0.16 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.85 | 0.09 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.06 | 0.17 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.71 | 0.11 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.711 | 0.010 | | | -2 | 2 | |
| 7 | Dbar_p | 2.5 | 6.7 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.406 | 0.006 | | | -2 | 2 | |
| 10| omega_s | 8.5 | 0.5 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.5 | 0.4 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.40 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.40 | 0.10 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.002 | 0.441 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.31 | 0.06 | | | -2 | 2 | |
| 16| p4160_s | 2.27 | 0.09 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 5.97 | 0.11 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.06 | 0.12 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 17.0 | 0.5 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -3.06 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.49 | 0.27 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.23 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.61 | 0.04 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.461 0.114 0.301 0.511 -0.014 -0.491 0.545 0.495 -0.495 0.047 0.515 -0.438 -0.128 0.545 -0.494 0.239 0.124 0.418 -0.019 0.444 0.506 0.499 0.520 |
| DDstar_p | -0.461 1.000 -0.020 -0.457 -0.804 -0.052 0.784 -0.847 -0.760 0.784 0.008 -0.794 0.696 0.190 -0.847 0.800 -0.368 -0.174 -0.639 0.078 -0.686 -0.779 -0.765 -0.798 |
| rho_s | 0.114 -0.020 1.000 0.013 0.023 0.157 -0.018 0.024 0.022 -0.010 -0.108 0.022 -0.021 -0.006 0.024 -0.020 0.010 0.003 0.018 0.007 0.019 0.022 0.022 0.022 |
| p4040_s | 0.301 -0.457 0.013 1.000 0.545 0.034 -0.491 0.552 0.492 -0.492 -0.005 0.533 -0.427 -0.123 0.553 -0.521 0.183 0.114 0.394 -0.053 0.463 0.504 0.464 0.528 |
| Ctt | 0.511 -0.804 0.023 0.545 1.000 0.058 -0.883 0.952 0.875 -0.884 -0.007 0.897 -0.786 -0.190 0.953 -0.886 0.438 0.194 0.728 -0.084 0.776 0.875 0.861 0.900 |
| omega_p | -0.014 -0.052 0.157 0.034 0.058 1.000 -0.056 0.061 0.056 -0.056 0.279 0.058 -0.050 -0.014 0.061 -0.056 0.027 0.017 0.047 -0.006 0.050 0.057 0.056 0.058 |
| bplus_1 | -0.491 0.784 -0.018 -0.491 -0.883 -0.056 1.000 -0.929 -0.838 0.834 0.006 -0.875 0.736 0.244 -0.929 0.870 -0.384 -0.187 -0.707 0.079 -0.763 -0.863 -0.855 -0.880 |
| Dbar_p | 0.545 -0.847 0.024 0.552 0.952 0.061 -0.929 1.000 0.908 -0.929 -0.008 0.946 -0.824 -0.227 0.997 -0.949 0.441 0.207 0.766 -0.091 0.819 0.928 0.916 0.954 |
| psi2s_p | 0.495 -0.760 0.022 0.492 0.875 0.056 -0.838 0.908 1.000 -0.839 -0.008 0.842 -0.743 -0.212 0.908 -0.864 0.388 0.188 0.691 -0.084 0.739 0.835 0.829 0.870 |
| bplus_0 | -0.495 0.784 -0.010 -0.492 -0.884 -0.056 0.834 -0.929 -0.839 1.000 0.005 -0.875 0.738 0.241 -0.930 0.870 -0.384 -0.186 -0.706 0.078 -0.762 -0.863 -0.855 -0.880 |
| omega_s | 0.047 0.008 -0.108 -0.005 -0.007 0.279 0.006 -0.008 -0.008 0.005 1.000 -0.008 0.006 0.002 -0.008 0.004 -0.004 -0.019 -0.007 0.008 -0.007 -0.008 -0.008 -0.010 |
| p3770_s | 0.515 -0.794 0.022 0.533 0.897 0.058 -0.875 0.946 0.842 -0.875 -0.008 1.000 -0.779 -0.213 0.946 -0.894 0.420 0.195 0.725 -0.087 0.754 0.873 0.864 0.904 |
| DDstar_s | -0.438 0.696 -0.021 -0.427 -0.786 -0.050 0.736 -0.824 -0.743 0.738 0.006 -0.779 1.000 0.221 -0.824 0.775 -0.333 -0.167 -0.621 0.072 -0.688 -0.766 -0.761 -0.780 |
| p4415_s | -0.128 0.190 -0.006 -0.123 -0.190 -0.014 0.244 -0.227 -0.212 0.241 0.002 -0.213 0.221 1.000 -0.227 0.206 -0.060 -0.048 -0.190 0.021 -0.187 -0.199 -0.183 -0.221 |
| Dbar_s | 0.545 -0.847 0.024 0.553 0.953 0.061 -0.929 0.997 0.908 -0.930 -0.008 0.946 -0.824 -0.227 1.000 -0.950 0.442 0.207 0.767 -0.091 0.819 0.928 0.916 0.954 |
| bplus_2 | -0.494 0.800 -0.020 -0.521 -0.886 -0.056 0.870 -0.949 -0.864 0.870 0.004 -0.894 0.775 0.206 -0.950 1.000 -0.410 -0.189 -0.716 0.075 -0.775 -0.876 -0.863 -0.903 |
| p4160_s | 0.239 -0.368 0.010 0.183 0.438 0.027 -0.384 0.441 0.388 -0.384 -0.004 0.420 -0.333 -0.060 0.442 -0.410 1.000 0.091 0.297 -0.042 0.369 0.450 0.395 0.418 |
| phi_p | 0.124 -0.174 0.003 0.114 0.194 0.017 -0.187 0.207 0.188 -0.186 -0.019 0.195 -0.167 -0.048 0.207 -0.189 0.091 1.000 0.158 0.203 0.168 0.192 0.189 0.197 |
| p4415_p | 0.418 -0.639 0.018 0.394 0.728 0.047 -0.707 0.766 0.691 -0.706 -0.007 0.725 -0.621 -0.190 0.767 -0.716 0.297 0.158 1.000 -0.071 0.635 0.719 0.718 0.730 |
| phi_s | -0.019 0.078 0.007 -0.053 -0.084 -0.006 0.079 -0.091 -0.084 0.078 0.008 -0.087 0.072 0.021 -0.091 0.075 -0.042 0.203 -0.071 1.000 -0.075 -0.086 -0.084 -0.090 |
| p3770_p | 0.444 -0.686 0.019 0.463 0.776 0.050 -0.763 0.819 0.739 -0.762 -0.007 0.754 -0.688 -0.187 0.819 -0.775 0.369 0.168 0.635 -0.075 1.000 0.766 0.757 0.781 |
| p4040_p | 0.506 -0.779 0.022 0.504 0.875 0.057 -0.863 0.928 0.835 -0.863 -0.008 0.873 -0.766 -0.199 0.928 -0.876 0.450 0.192 0.719 -0.086 0.766 1.000 0.846 0.884 |
| p4160_p | 0.499 -0.765 0.022 0.464 0.861 0.056 -0.855 0.916 0.829 -0.855 -0.008 0.864 -0.761 -0.183 0.916 -0.863 0.395 0.189 0.718 -0.084 0.757 0.846 1.000 0.874 |
| jpsi_p | 0.520 -0.798 0.022 0.528 0.900 0.058 -0.880 0.954 0.870 -0.880 -0.010 0.904 -0.780 -0.221 0.954 -0.903 0.418 0.197 0.730 -0.090 0.781 0.884 0.874 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.17993987687262702}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.35858301872977183}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.1627941632797658}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.09313046913380729}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.1690424392080465}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.11421638051386696}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.009874577070380974}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 6.715699816748185}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03765160390058142}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.005780999690705224}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.5106057869453853}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.3566207521044409}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4016607849691288}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.09599396336151089}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.4407910297940499}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.06057935858790686}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.08561161066334022}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.11337929015683113}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.12417277335026178}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.471951147383189}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.10132667051069677}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.2738579371704084}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.10803779625058962}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.040962389484529904})])
Toy 20/25
Time taken: 1 h, 45 min
Projected time left: 26 min, 25 s
Toy 20: Generating data...
Directory data/zfit_toys/toy_20 Created
Toy 20: Data generation finished
Toy 20: Loading data...
Toy 20: Loading data finished
Toy 20: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.971E+05 | Ncalls=1413 (1413 total) |
| EDM = 2.87E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297097.9061716018
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 5.72 | 0.29 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 6.2 | 0.3 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.3 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 1.11 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.07 | 0.38 | | | -1.5 | 1.5 | |
| 5 | omega_p | 6.28 | 0.14 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.93 | 0.05 | | | -2 | 2 | |
| 7 | Dbar_p | 4.0 | 1.8 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.04 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.464 | 0.025 | | | -2 | 2 | |
| 10| omega_s | 5.6 | 1.0 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.29 | 0.28 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.30 | 0.38 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.17 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.19 | 0.51 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.24 | 0.10 | | | -2 | 2 | |
| 16| p4160_s | 2.17 | 0.18 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 6.11 | 0.22 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 3.91 | 0.21 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 19.3 | 1.1 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -3.00 | 0.22 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.54 | 0.19 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.593 | 0.030 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.041 0.159 -0.024 -0.092 0.024 -0.100 0.159 -0.050 -0.099 0.133 -0.057 -0.048 0.030 -0.153 -0.145 -0.019 0.123 -0.041 0.070 0.121 -0.051 -0.005 0.058 |
| DDstar_p | -0.041 1.000 -0.102 0.109 0.319 -0.002 0.188 -0.343 0.011 0.173 0.048 0.057 0.137 -0.012 0.270 -0.189 0.110 -0.012 -0.012 0.033 -0.292 -0.038 -0.256 -0.354 |
| rho_s | 0.159 -0.102 1.000 -0.115 -0.299 0.028 -0.038 0.316 -0.108 -0.375 -0.501 -0.152 -0.073 0.067 -0.318 0.246 -0.145 0.023 -0.171 -0.060 0.253 -0.134 -0.009 0.143 |
| p4040_s | -0.024 0.109 -0.115 1.000 0.489 -0.003 0.219 -0.371 0.150 0.180 0.054 0.267 0.088 0.111 0.420 -0.229 0.180 -0.007 0.007 0.031 -0.385 -0.034 -0.466 -0.222 |
| Ctt | -0.092 0.319 -0.299 0.489 1.000 -0.007 0.560 -0.882 0.428 0.510 0.139 0.388 0.289 -0.014 0.876 -0.700 0.509 -0.024 0.414 0.089 -0.738 0.272 -0.162 -0.461 |
| omega_p | 0.024 -0.002 0.028 -0.003 -0.007 1.000 -0.000 0.008 -0.003 -0.009 -0.128 -0.004 -0.002 0.002 -0.007 0.007 -0.004 -0.004 -0.004 -0.007 0.006 -0.003 -0.000 0.004 |
| bplus_1 | -0.100 0.188 -0.038 0.219 0.560 -0.000 1.000 -0.593 0.206 -0.267 0.013 0.265 0.137 -0.137 0.592 -0.379 0.265 -0.011 0.330 0.027 -0.499 0.247 0.009 -0.232 |
| Dbar_p | 0.159 -0.343 0.316 -0.371 -0.882 0.008 -0.593 1.000 -0.403 -0.550 -0.151 -0.517 -0.326 0.133 -0.911 0.487 -0.453 0.030 -0.508 -0.122 0.741 -0.450 -0.048 0.289 |
| psi2s_p | -0.050 0.011 -0.108 0.150 0.428 -0.003 0.206 -0.403 1.000 0.188 0.050 -0.000 0.098 -0.025 0.292 -0.184 0.124 -0.010 0.173 0.038 -0.223 0.093 0.021 0.030 |
| bplus_0 | -0.099 0.173 -0.375 0.180 0.510 -0.009 -0.267 -0.550 0.188 1.000 0.179 0.244 0.133 -0.125 0.556 -0.387 0.223 -0.033 0.276 0.119 -0.434 0.218 0.014 -0.282 |
| omega_s | 0.133 0.048 -0.501 0.054 0.139 -0.128 0.013 -0.151 0.050 0.179 1.000 0.071 0.035 -0.032 0.151 -0.113 0.067 -0.016 0.080 0.053 -0.122 0.063 0.003 -0.073 |
| p3770_s | -0.057 0.057 -0.152 0.267 0.388 -0.004 0.265 -0.517 -0.000 0.244 0.071 1.000 0.165 -0.048 0.400 -0.185 0.233 -0.011 0.274 0.048 -0.439 0.229 0.072 0.030 |
| DDstar_s | -0.048 0.137 -0.073 0.088 0.289 -0.002 0.137 -0.326 0.098 0.133 0.035 0.165 1.000 -0.051 0.324 -0.096 0.124 -0.009 0.123 0.033 -0.227 0.132 0.008 -0.152 |
| p4415_s | 0.030 -0.012 0.067 0.111 -0.014 0.002 -0.137 0.133 -0.025 -0.125 -0.032 -0.048 -0.051 1.000 -0.104 0.163 0.227 0.007 -0.201 -0.025 0.051 -0.041 -0.095 -0.022 |
| Dbar_s | -0.153 0.270 -0.318 0.420 0.876 -0.007 0.592 -0.911 0.292 0.556 0.151 0.400 0.324 -0.104 1.000 -0.533 0.470 -0.032 0.448 0.118 -0.837 0.322 -0.108 -0.475 |
| bplus_2 | -0.145 -0.189 0.246 -0.229 -0.700 0.007 -0.379 0.487 -0.184 -0.387 -0.113 -0.185 -0.096 0.163 -0.533 1.000 -0.302 -0.010 -0.355 0.007 0.419 -0.186 0.023 0.386 |
| p4160_s | -0.019 0.110 -0.145 0.180 0.509 -0.004 0.265 -0.453 0.124 0.223 0.067 0.233 0.124 0.227 0.470 -0.302 1.000 -0.007 0.109 0.033 -0.383 0.421 -0.135 -0.234 |
| phi_p | 0.123 -0.012 0.023 -0.007 -0.024 -0.004 -0.011 0.030 -0.010 -0.033 -0.016 -0.011 -0.009 0.007 -0.032 -0.010 -0.007 1.000 -0.011 0.610 0.024 -0.010 -0.000 0.006 |
| p4415_p | -0.041 -0.012 -0.171 0.007 0.414 -0.004 0.330 -0.508 0.173 0.276 0.080 0.274 0.123 -0.201 0.448 -0.355 0.109 -0.011 1.000 0.047 -0.306 0.358 0.320 -0.077 |
| phi_s | 0.070 0.033 -0.060 0.031 0.089 -0.007 0.027 -0.122 0.038 0.119 0.053 0.048 0.033 -0.025 0.118 0.007 0.033 0.610 0.047 1.000 -0.098 0.042 0.001 -0.065 |
| p3770_p | 0.121 -0.292 0.253 -0.385 -0.738 0.006 -0.499 0.741 -0.223 -0.434 -0.122 -0.439 -0.227 0.051 -0.837 0.419 -0.383 0.024 -0.306 -0.098 1.000 -0.164 0.200 0.423 |
| p4040_p | -0.051 -0.038 -0.134 -0.034 0.272 -0.003 0.247 -0.450 0.093 0.218 0.063 0.229 0.132 -0.041 0.322 -0.186 0.421 -0.010 0.358 0.042 -0.164 1.000 0.241 0.045 |
| p4160_p | -0.005 -0.256 -0.009 -0.466 -0.162 -0.000 0.009 -0.048 0.021 0.014 0.003 0.072 0.008 -0.095 -0.108 0.023 -0.135 -0.000 0.320 0.001 0.200 0.241 1.000 0.302 |
| jpsi_p | 0.058 -0.354 0.143 -0.222 -0.461 0.004 -0.232 0.289 0.030 -0.282 -0.073 0.030 -0.152 -0.022 -0.475 0.386 -0.234 0.006 -0.077 -0.065 0.423 0.045 0.302 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.2905088421546367}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3166980788529905}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.33881908073374856}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.18475275152697246}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.37522751977367286}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.14166929701765607}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.05095088352535915}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.8086380996197189}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03533646950929725}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.02450554560222129}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.020393789385588}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.27556847569327547}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.3776386814911288}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.19128329321607218}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.5093714662009787}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.09587399489952575}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.18478654366855052}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.21788192944364493}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.20898754074316273}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 1.08309343153614}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.2159971320593974}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.18842455448075146}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11314235199620759}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.030444392246579355})])
Toy 21/25
Time taken: 1 h, 51 min
Projected time left: 21 min, 16 s
Toy 21: Generating data...
Directory data/zfit_toys/toy_21 Created
Toy 21: Data generation finished
Toy 21: Loading data...
Toy 21: Loading data finished
Toy 21: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1392 (1392 total) |
| EDM = 1.92E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297242.19637612614
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | 5.7 | 0.3 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | 3.1 | 0.7 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.1 | 0.3 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.77 | 0.16 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.12 | 0.17 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.15 | 0.26 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.91 | 0.05 | | | -2 | 2 | |
| 7 | Dbar_p | 3.2 | 1.1 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.444 | 0.030 | | | -2 | 2 | |
| 10| omega_s | 6.6 | 1.1 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.68 | 0.25 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.09 | | | -0.3 | 0.3 | |
| 13| p4415_s | 0.95 | 0.18 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.18 | 0.11 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.17 | 0.09 | | | -2 | 2 | |
| 16| p4160_s | 2.08 | 0.16 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -5.44 | 0.13 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -2.17 | 0.22 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 23.0 | 0.9 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | -2.98 | 0.12 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.61 | 0.24 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.16 | 0.12 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -4.638 | 0.031 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.007 0.045 0.019 0.090 -0.100 -0.123 0.024 -0.010 0.105 0.113 0.004 -0.022 -0.013 0.001 -0.246 0.037 -0.214 0.047 -0.113 -0.013 0.011 0.005 -0.024 |
| DDstar_p | -0.007 1.000 0.030 -0.181 0.269 -0.004 0.069 -0.701 -0.020 -0.077 -0.012 0.082 0.166 -0.013 0.397 0.110 -0.137 -0.004 -0.256 -0.007 0.120 -0.053 -0.240 -0.175 |
| rho_s | 0.045 0.030 1.000 0.040 -0.195 0.038 0.421 -0.063 0.027 -0.453 -0.402 0.023 0.109 0.108 -0.153 0.350 0.011 0.141 -0.096 -0.021 0.029 -0.027 -0.053 0.117 |
| p4040_s | 0.019 -0.181 0.040 1.000 0.156 -0.003 0.049 0.196 -0.027 -0.092 -0.019 0.060 -0.069 0.142 -0.030 0.026 -0.004 0.003 -0.173 -0.024 -0.139 -0.191 -0.389 -0.027 |
| Ctt | 0.090 0.269 -0.195 0.156 1.000 0.014 -0.324 -0.231 0.227 0.402 0.080 0.031 -0.007 0.078 0.495 -0.562 0.126 -0.035 -0.011 -0.004 -0.025 -0.076 -0.171 -0.250 |
| omega_p | -0.100 -0.004 0.038 -0.003 0.014 1.000 -0.031 0.001 0.000 0.033 0.479 0.001 -0.009 -0.008 0.013 -0.029 -0.000 -0.022 0.009 0.009 -0.001 0.005 0.007 -0.007 |
| bplus_1 | -0.123 0.069 0.421 0.049 -0.324 -0.031 1.000 -0.156 0.065 -0.956 -0.184 0.082 0.136 0.141 -0.137 0.574 0.012 0.077 -0.115 -0.044 0.044 0.010 -0.036 0.249 |
| Dbar_p | 0.024 -0.701 -0.063 0.196 -0.231 0.001 -0.156 1.000 -0.314 0.160 0.022 -0.401 -0.129 0.050 -0.393 -0.245 0.111 -0.015 0.027 0.000 -0.468 -0.268 -0.203 -0.361 |
| psi2s_p | -0.010 -0.020 0.027 -0.027 0.227 0.000 0.065 -0.314 1.000 -0.066 -0.010 -0.033 0.000 -0.008 0.151 0.096 -0.053 0.010 0.046 -0.001 0.215 0.055 0.158 0.329 |
| bplus_0 | 0.105 -0.077 -0.453 -0.092 0.402 0.033 -0.956 0.160 -0.066 1.000 0.194 -0.084 -0.214 -0.225 0.285 -0.689 -0.043 -0.074 0.177 0.058 -0.066 0.027 0.092 -0.280 |
| omega_s | 0.113 -0.012 -0.402 -0.019 0.080 0.479 -0.184 0.022 -0.010 0.194 1.000 -0.009 -0.048 -0.048 0.071 -0.146 -0.007 -0.116 0.041 -0.002 -0.013 0.013 0.025 -0.053 |
| p3770_s | 0.004 0.082 0.023 0.060 0.031 0.001 0.082 -0.401 -0.033 -0.084 -0.009 1.000 0.053 -0.002 0.233 0.131 0.011 0.007 0.076 -0.013 0.030 0.139 0.183 0.352 |
| DDstar_s | -0.022 0.166 0.109 -0.069 -0.007 -0.009 0.136 -0.129 0.000 -0.214 -0.048 0.053 1.000 -0.005 0.113 0.183 -0.050 0.017 -0.077 -0.014 0.078 0.013 -0.007 0.004 |
| p4415_s | -0.013 -0.013 0.108 0.142 0.078 -0.008 0.141 0.050 -0.008 -0.225 -0.048 -0.002 -0.005 1.000 -0.067 0.188 0.272 0.016 -0.157 -0.022 -0.072 0.008 -0.057 -0.029 |
| Dbar_s | 0.001 0.397 -0.153 -0.030 0.495 0.013 -0.137 -0.393 0.151 0.285 0.071 0.233 0.113 -0.067 1.000 -0.116 0.031 -0.024 0.095 0.038 -0.043 0.196 0.078 -0.001 |
| bplus_2 | -0.246 0.110 0.350 0.026 -0.562 -0.029 0.574 -0.245 0.096 -0.689 -0.146 0.131 0.183 0.188 -0.116 1.000 -0.037 0.085 -0.211 0.056 0.089 0.013 -0.035 0.331 |
| p4160_s | 0.037 -0.137 0.011 -0.004 0.126 -0.000 0.012 0.111 -0.053 -0.043 -0.007 0.011 -0.050 0.272 0.031 -0.037 1.000 -0.003 -0.136 -0.029 -0.046 0.301 -0.065 -0.021 |
| phi_p | -0.214 -0.004 0.141 0.003 -0.035 -0.022 0.077 -0.015 0.010 -0.074 -0.116 0.007 0.017 0.016 -0.024 0.085 -0.003 1.000 -0.016 0.400 0.013 -0.001 -0.000 0.022 |
| p4415_p | 0.047 -0.256 -0.096 -0.173 -0.011 0.009 -0.115 0.027 0.046 0.177 0.041 0.076 -0.077 -0.157 0.095 -0.211 -0.136 -0.016 1.000 -0.004 0.123 0.215 0.398 0.151 |
| phi_s | -0.113 -0.007 -0.021 -0.024 -0.004 0.009 -0.044 0.000 -0.001 0.058 -0.002 -0.013 -0.014 -0.022 0.038 0.056 -0.029 0.400 -0.004 1.000 -0.001 -0.002 0.011 -0.028 |
| p3770_p | -0.013 0.120 0.029 -0.139 -0.025 -0.001 0.044 -0.468 0.215 -0.066 -0.013 0.030 0.078 -0.072 -0.043 0.089 -0.046 0.013 0.123 -0.001 1.000 0.286 0.324 0.315 |
| p4040_p | 0.011 -0.053 -0.027 -0.191 -0.076 0.005 0.010 -0.268 0.055 0.027 0.013 0.139 0.013 0.008 0.196 0.013 0.301 -0.001 0.215 -0.002 0.286 1.000 0.325 0.277 |
| p4160_p | 0.005 -0.240 -0.053 -0.389 -0.171 0.007 -0.036 -0.203 0.158 0.092 0.025 0.183 -0.007 -0.057 0.078 -0.035 -0.065 -0.000 0.398 0.011 0.324 0.325 1.000 0.387 |
| jpsi_p | -0.024 -0.175 0.117 -0.027 -0.250 -0.007 0.249 -0.361 0.329 -0.280 -0.053 0.352 0.004 -0.029 -0.001 0.331 -0.021 0.022 0.151 -0.028 0.315 0.277 0.387 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.3268258455344233}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.6544449763567215}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.3308546641631199}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.16490622808408595}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.17397522254079167}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.2597697938965404}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.049982951952482146}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 1.1272847311158998}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03328319163096349}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.030333865529052595}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 1.1149587276103454}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.2506185380261883}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.09053873298432913}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18136726795306762}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.10912208022896658}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08955181662804002}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.15641710183577917}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.1319878095642273}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.223690388455986}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.8790800814187048}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.1218448862663537}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.24096483596720275}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11766828256859796}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.03139210675091331})])
Toy 22/25
Time taken: 1 h, 58 min
Projected time left: 16 min, 6 s
Toy 22: Generating data...
Directory data/zfit_toys/toy_22 Created
Toy 22: Data generation finished
Toy 22: Loading data...
Toy 22: Loading data finished
Toy 22: Fitting pdf...
------------------------------------------------------------------
| FCN = 3.007E+05 | Ncalls=491 (502 total) |
| EDM = 1.62E+07 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| False | True | True | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 300663.4721942904
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -1.729 | 0.011 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -0.35 | 0.08 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.594 | 0.001 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.718 | 0.001 | | |0.00501244| 2.01499 | |
| 4 | Ctt | 2.728E-1 | 0.023E-1 | | | -1.5 | 1.5 | |
| 5 | omega_p | -2.748 | 0.009 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 1.9 | 3.8 | | | -2 | 2 | |
| 7 | Dbar_p | 2.284 | 0.026 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 0.931 | 0.020 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.870 | 0.006 | | | -2 | 2 | |
| 10| omega_s | 6.965 | 0.004 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.001 | 0.002 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 2.298E-1 | 0.004E-1 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.531 | 0.002 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 1.343E-1 | 0.004E-1 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 1.750 | 0.009 | | | -2 | 2 | |
| 16| p4160_s | 2.393 | 0.003 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 2.45 | 0.13 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | -3.889 | 0.014 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 16.576 | 0.005 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 5.286 | 0.009 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 2.752 | 0.020 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -0.60 | 0.04 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -2.118 | 0.029 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 0.730 -0.103 0.116 0.209 -0.201 -0.742 -0.701 0.726 0.741 -0.052 -0.005 0.493 -0.161 -0.235 0.728 0.328 -0.712 0.634 -0.051 -0.639 0.673 -0.729 -0.736 |
| DDstar_p | 0.730 1.000 -0.137 0.154 0.277 -0.267 -0.983 -0.928 0.961 0.981 -0.069 -0.007 0.653 -0.213 -0.312 0.964 0.435 -0.942 0.839 -0.067 -0.846 0.891 -0.965 -0.975 |
| rho_s | -0.103 -0.137 1.000 -0.022 -0.039 0.038 0.139 0.131 -0.136 -0.139 0.010 0.001 -0.092 0.030 0.044 -0.136 -0.062 0.133 -0.119 0.009 0.120 -0.126 0.137 0.138 |
| p4040_s | 0.116 0.154 -0.022 1.000 0.044 -0.042 -0.156 -0.148 0.153 0.156 -0.011 -0.001 0.104 -0.034 -0.050 0.153 0.069 -0.150 0.133 -0.011 -0.135 0.142 -0.153 -0.155 |
| Ctt | 0.209 0.277 -0.039 0.044 1.000 -0.076 -0.282 -0.266 0.276 0.281 -0.020 -0.002 0.187 -0.061 -0.089 0.276 0.125 -0.270 0.241 -0.019 -0.242 0.256 -0.277 -0.279 |
| omega_p | -0.201 -0.267 0.038 -0.042 -0.076 1.000 0.271 0.256 -0.265 -0.271 0.019 0.002 -0.180 0.059 0.086 -0.266 -0.120 0.260 -0.232 0.018 0.233 -0.246 0.266 0.269 |
| bplus_1 | -0.742 -0.983 0.139 -0.156 -0.282 0.271 1.000 0.944 -0.978 -0.998 0.070 0.007 -0.664 0.217 0.317 -0.981 -0.442 0.958 -0.854 0.068 0.860 -0.907 0.982 0.992 |
| Dbar_p | -0.701 -0.928 0.131 -0.148 -0.266 0.256 0.944 1.000 -0.923 -0.943 0.066 0.007 -0.627 0.205 0.300 -0.926 -0.418 0.905 -0.806 0.064 0.812 -0.856 0.927 0.936 |
| psi2s_p | 0.726 0.961 -0.136 0.153 0.276 -0.265 -0.978 -0.923 1.000 0.976 -0.069 -0.007 0.649 -0.212 -0.310 0.959 0.432 -0.937 0.835 -0.067 -0.841 0.886 -0.960 -0.969 |
| bplus_0 | 0.741 0.981 -0.139 0.156 0.281 -0.271 -0.998 -0.943 0.976 1.000 -0.070 -0.007 0.663 -0.217 -0.317 0.979 0.441 -0.957 0.853 -0.068 -0.859 0.905 -0.981 -0.990 |
| omega_s | -0.052 -0.069 0.010 -0.011 -0.020 0.019 0.070 0.066 -0.069 -0.070 1.000 0.000 -0.047 0.015 0.022 -0.069 -0.031 0.067 -0.060 0.005 0.060 -0.064 0.069 0.070 |
| p3770_s | -0.005 -0.007 0.001 -0.001 -0.002 0.002 0.007 0.007 -0.007 -0.007 0.000 1.000 -0.005 0.002 0.002 -0.007 -0.003 0.007 -0.006 0.000 0.006 -0.006 0.007 0.007 |
| DDstar_s | 0.493 0.653 -0.092 0.104 0.187 -0.180 -0.664 -0.627 0.649 0.663 -0.047 -0.005 1.000 -0.144 -0.211 0.651 0.294 -0.637 0.567 -0.045 -0.571 0.602 -0.652 -0.659 |
| p4415_s | -0.161 -0.213 0.030 -0.034 -0.061 0.059 0.217 0.205 -0.212 -0.217 0.015 0.002 -0.144 1.000 0.069 -0.213 -0.096 0.208 -0.185 0.015 0.187 -0.197 0.213 0.215 |
| Dbar_s | -0.235 -0.312 0.044 -0.050 -0.089 0.086 0.317 0.300 -0.310 -0.317 0.022 0.002 -0.211 0.069 1.000 -0.311 -0.140 0.304 -0.271 0.022 0.273 -0.288 0.312 0.315 |
| bplus_2 | 0.728 0.964 -0.136 0.153 0.276 -0.266 -0.981 -0.926 0.959 0.979 -0.069 -0.007 0.651 -0.213 -0.311 1.000 0.434 -0.940 0.838 -0.067 -0.844 0.889 -0.963 -0.973 |
| p4160_s | 0.328 0.435 -0.062 0.069 0.125 -0.120 -0.442 -0.418 0.432 0.441 -0.031 -0.003 0.294 -0.096 -0.140 0.434 1.000 -0.424 0.378 -0.030 -0.380 0.401 -0.434 -0.439 |
| phi_p | -0.712 -0.942 0.133 -0.150 -0.270 0.260 0.958 0.905 -0.937 -0.957 0.067 0.007 -0.637 0.208 0.304 -0.940 -0.424 1.000 -0.819 0.065 0.825 -0.869 0.941 0.951 |
| p4415_p | 0.634 0.839 -0.119 0.133 0.241 -0.232 -0.854 -0.806 0.835 0.853 -0.060 -0.006 0.567 -0.185 -0.271 0.838 0.378 -0.819 1.000 -0.058 -0.735 0.775 -0.839 -0.847 |
| phi_s | -0.051 -0.067 0.009 -0.011 -0.019 0.018 0.068 0.064 -0.067 -0.068 0.005 0.000 -0.045 0.015 0.022 -0.067 -0.030 0.065 -0.058 1.000 0.059 -0.062 0.067 0.068 |
| p3770_p | -0.639 -0.846 0.120 -0.135 -0.242 0.233 0.860 0.812 -0.841 -0.859 0.060 0.006 -0.571 0.187 0.273 -0.844 -0.380 0.825 -0.735 0.059 1.000 -0.780 0.845 0.853 |
| p4040_p | 0.673 0.891 -0.126 0.142 0.256 -0.246 -0.907 -0.856 0.886 0.905 -0.064 -0.006 0.602 -0.197 -0.288 0.889 0.401 -0.869 0.775 -0.062 -0.780 1.000 -0.891 -0.899 |
| p4160_p | -0.729 -0.965 0.137 -0.153 -0.277 0.266 0.982 0.927 -0.960 -0.981 0.069 0.007 -0.652 0.213 0.312 -0.963 -0.434 0.941 -0.839 0.067 0.845 -0.891 1.000 0.974 |
| jpsi_p | -0.736 -0.975 0.138 -0.155 -0.279 0.269 0.992 0.936 -0.969 -0.990 0.070 0.007 -0.659 0.215 0.315 -0.973 -0.439 0.951 -0.847 0.068 0.853 -0.899 0.974 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.01073227072755989}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.07653532513496009}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.0013502646386950312}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.001496670810316958}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.00234290161918127}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.009003930681767969}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 3.827654141541122}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.025953976486690067}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.019649599770497517}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.00611535138845376}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 0.004032045203164358}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.002303250901351639}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.0004011699041925332}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.001700259612321009}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.0004363091849004519}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.008937243163931852}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.002508522029253113}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.12858741736427604}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.014470553878040526}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.005451029879342428}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.009440124128403227}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.019551628217373995}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.040056655340364955}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.029183882355846347})])
Toy 23/25
Time taken: 2 h, 2 min
Projected time left: 10 min, 38 s
Toy 23: Generating data...
Directory data/zfit_toys/toy_23 Created
Toy 23: Data generation finished
Toy 23: Loading data...
Toy 23: Loading data finished
Toy 23: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1439 (1439 total) |
| EDM = 7.8E-05 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | True | True | False |
------------------------------------------------------------------
Function minimum: 297241.9994984952
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -6.28 | 0.11 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -4.5 | 0.3 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 1.3 | 0.4 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.92 | 0.17 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.22 | 0.20 | | | -1.5 | 1.5 | |
| 5 | omega_p | -5.4 | 0.6 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | -0.87 | 0.04 | | | -2 | 2 | |
| 7 | Dbar_p | 5.17 | 0.28 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.912 | 0.031 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | 0.457 | 0.020 | | | -2 | 2 | |
| 10| omega_s | 7.0 | 2.1 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 3.23 | 0.23 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | -0.300 | 0.021 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.49 | 0.19 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | 0.300 | 0.015 | | | -0.3 | 0.3 | |
| 15| bplus_2 | -0.14 | 0.08 | | | -2 | 2 | |
| 16| p4160_s | 2.33 | 0.16 | | | 0.71676 | 3.68324 | |
| 17| phi_p | -0.47 | 0.22 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 4.12 | 0.15 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 15.5 | 1.0 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.64 | 0.10 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | -2.58 | 0.19 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -1.92 | 0.10 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | -1.612 | 0.026 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
| rho_p | 1.000 -0.008 0.010 0.006 0.015 -0.017 0.017 -0.000 -0.001 -0.023 0.005 0.002 -0.000 0.000 0.000 0.040 0.009 0.014 0.008 0.017 -0.005 0.003 -0.002 -0.017 |
| DDstar_p | -0.008 1.000 0.075 -0.134 -0.112 0.029 0.410 -0.090 -0.032 0.014 0.017 0.155 0.035 -0.024 0.004 -0.292 -0.080 0.005 -0.039 0.015 0.265 0.058 0.201 0.118 |
| rho_s | 0.010 0.075 1.000 0.012 0.005 0.500 -0.156 0.039 0.004 0.256 0.260 0.021 0.001 0.024 0.000 0.008 0.016 0.012 -0.003 0.053 0.029 0.002 0.001 -0.006 |
| p4040_s | 0.006 -0.134 0.012 1.000 0.353 -0.003 0.008 -0.047 0.035 0.021 -0.009 0.106 0.001 0.154 -0.002 0.086 -0.099 -0.001 -0.250 -0.020 -0.163 -0.232 -0.535 0.002 |
| Ctt | 0.015 -0.112 0.005 0.353 1.000 -0.014 -0.169 -0.272 0.189 0.001 -0.025 -0.174 -0.003 0.200 0.007 0.680 0.210 -0.013 -0.066 -0.056 -0.222 -0.240 -0.411 0.233 |
| omega_p | -0.017 0.029 0.500 -0.003 -0.014 1.000 -0.061 0.012 -0.005 0.096 0.900 -0.001 0.001 0.006 0.000 -0.040 -0.007 -0.064 -0.014 0.015 0.009 -0.008 -0.003 -0.019 |
| bplus_1 | 0.017 0.410 -0.156 0.008 -0.169 -0.061 1.000 0.160 0.031 -0.822 -0.031 0.072 0.002 0.113 -0.002 -0.374 -0.022 -0.002 -0.108 0.014 0.125 -0.011 0.005 0.070 |
| Dbar_p | -0.000 -0.090 0.039 -0.047 -0.272 0.012 0.160 1.000 0.025 0.027 0.003 0.005 0.002 0.028 0.015 -0.064 -0.076 0.003 -0.048 -0.006 0.326 -0.046 0.065 0.251 |
| psi2s_p | -0.001 -0.032 0.004 0.035 0.189 -0.005 0.031 0.025 1.000 -0.006 -0.007 -0.428 0.026 0.021 0.023 -0.001 -0.104 -0.002 -0.115 -0.003 0.027 -0.242 -0.137 -0.016 |
| bplus_0 | -0.023 0.014 0.256 0.021 0.001 0.096 -0.822 0.027 -0.006 1.000 0.048 0.052 0.000 0.022 0.001 0.056 0.046 0.015 0.027 -0.006 0.032 0.026 0.014 -0.070 |
| omega_s | 0.005 0.017 0.260 -0.009 -0.025 0.900 -0.031 0.003 -0.007 0.048 1.000 -0.008 0.001 0.001 0.000 -0.068 -0.017 -0.090 -0.019 0.005 0.005 -0.011 -0.004 -0.014 |
| p3770_s | 0.002 0.155 0.021 0.106 -0.174 -0.001 0.072 0.005 -0.428 0.052 -0.008 1.000 0.026 0.021 0.023 -0.097 0.002 0.000 -0.018 -0.015 -0.206 -0.043 -0.007 -0.031 |
| DDstar_s | -0.000 0.035 0.001 0.001 -0.003 0.001 0.002 0.002 0.026 0.000 0.001 0.026 1.000 -0.001 -0.001 0.002 0.009 0.001 0.034 0.000 0.026 0.030 0.045 0.056 |
| p4415_s | 0.000 -0.024 0.024 0.154 0.200 0.006 0.113 0.028 0.021 0.022 0.001 0.021 -0.001 1.000 -0.001 -0.078 0.323 0.001 -0.157 -0.006 -0.062 0.045 -0.098 -0.017 |
| Dbar_s | 0.000 0.004 0.000 -0.002 0.007 0.000 -0.002 0.015 0.023 0.001 0.000 0.023 -0.001 -0.001 1.000 0.004 0.004 0.000 0.016 -0.000 0.025 0.020 0.025 0.038 |
| bplus_2 | 0.040 -0.292 0.008 0.086 0.680 -0.040 -0.374 -0.064 -0.001 0.056 -0.068 -0.097 0.002 -0.078 0.004 1.000 0.145 -0.012 0.188 -0.124 -0.098 -0.023 -0.062 0.133 |
| p4160_s | 0.009 -0.080 0.016 -0.099 0.210 -0.007 -0.022 -0.076 -0.104 0.046 -0.017 0.002 0.009 0.323 0.004 0.145 1.000 -0.003 -0.136 -0.035 -0.044 0.331 -0.128 -0.043 |
| phi_p | 0.014 0.005 0.012 -0.001 -0.013 -0.064 -0.002 0.003 -0.002 0.015 -0.090 0.000 0.001 0.001 0.000 -0.012 -0.003 1.000 -0.003 0.593 -0.000 -0.001 0.000 -0.015 |
| p4415_p | 0.008 -0.039 -0.003 -0.250 -0.066 -0.014 -0.108 -0.048 -0.115 0.027 -0.019 -0.018 0.034 -0.157 0.016 0.188 -0.136 -0.003 1.000 -0.028 0.072 0.114 0.317 -0.023 |
| phi_s | 0.017 0.015 0.053 -0.020 -0.056 0.015 0.014 -0.006 -0.003 -0.006 0.005 -0.015 0.000 -0.006 -0.000 -0.124 -0.035 0.593 -0.028 1.000 0.004 -0.013 0.002 0.019 |
| p3770_p | -0.005 0.265 0.029 -0.163 -0.222 0.009 0.125 0.326 0.027 0.032 0.005 -0.206 0.026 -0.062 0.025 -0.098 -0.044 -0.000 0.072 0.004 1.000 0.144 0.235 0.064 |
| p4040_p | 0.003 0.058 0.002 -0.232 -0.240 -0.008 -0.011 -0.046 -0.242 0.026 -0.011 -0.043 0.030 0.045 0.020 -0.023 0.331 -0.001 0.114 -0.013 0.144 1.000 0.088 -0.099 |
| p4160_p | -0.002 0.201 0.001 -0.535 -0.411 -0.003 0.005 0.065 -0.137 0.014 -0.004 -0.007 0.045 -0.098 0.025 -0.062 -0.128 0.000 0.317 0.002 0.235 0.088 1.000 -0.022 |
| jpsi_p | -0.017 0.118 -0.006 0.002 0.233 -0.019 0.070 0.251 -0.016 -0.070 -0.014 -0.031 0.056 -0.017 0.038 0.133 -0.043 -0.015 -0.023 0.019 0.064 -0.099 -0.022 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.11385850581920742}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3357931182794047}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.37624294458748325}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.17449172522915896}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.20390572824714603}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.562295877068935}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.041446384694383664}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 0.28278304955389455}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03139731576884852}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.019504214203228676}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 2.1409486355155347}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.22725071844089673}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.02073373895034933}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.18621096481360055}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.014865183995579956}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.08309634003441269}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.16359127090079628}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.21550423371641925}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.14552285337248527}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.9776292230671109}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.09905810154603234}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.1947988802500782}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.09888235778769383}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.026033774166208445})])
Toy 24/25
Time taken: 2 h, 8 min
Projected time left: 5 min, 21 s
Toy 24: Generating data...
Directory data/zfit_toys/toy_24 Created
Toy 24: Data generation finished
Toy 24: Loading data...
Toy 24: Loading data finished
Toy 24: Fitting pdf...
------------------------------------------------------------------
| FCN = 2.972E+05 | Ncalls=1892 (1892 total) |
| EDM = 0.000173 (Goal: 5E-06) | up = 0.5 |
------------------------------------------------------------------
| Valid Min. | Valid Param. | Above EDM | Reached call limit |
------------------------------------------------------------------
| True | True | False | False |
------------------------------------------------------------------
| Hesse failed | Has cov. | Accurate | Pos. def. | Forced |
------------------------------------------------------------------
| False | True | False | False | True |
------------------------------------------------------------------
Function minimum: 297160.0518703902
----------------------------------------------------------------------------------------------
| | Name | Value | Hesse Err | Minos Err- | Minos Err+ | Limit- | Limit+ | Fixed |
----------------------------------------------------------------------------------------------
| 0 | rho_p | -0.4 | 0.4 | | |-6.28319 | 6.28319 | |
| 1 | DDstar_p | -2.9 | 0.4 | | |-6.28319 | 6.28319 | |
| 2 | rho_s | 0.91 | 0.30 | | |0.0253049| 2.0747 | |
| 3 | p4040_s | 0.89 | 0.18 | | |0.00501244| 2.01499 | |
| 4 | Ctt | -0.11 | 0.21 | | | -1.5 | 1.5 | |
| 5 | omega_p | 0.56 | 0.21 | | |-6.28319 | 6.28319 | |
| 6 | bplus_1 | 0.819 | 0.025 | | | -2 | 2 | |
| 7 | Dbar_p | 6 | 8 | | |-6.28319 | 6.28319 | |
| 8 | psi2s_p | 1.80 | 0.03 | | |-6.28319 | 6.28319 | |
| 9 | bplus_0 | -0.417 | 0.012 | | | -2 | 2 | |
| 10| omega_s | 9 | 4 | | | 4.19232 | 9.40768 | |
| 11| p3770_s | 2.47 | 0.22 | | |0.918861 | 4.08114 | |
| 12| DDstar_s | 0.30 | 0.48 | | | -0.3 | 0.3 | |
| 13| p4415_s | 1.41 | 0.16 | | |0.126447 | 2.35355 | |
| 14| Dbar_s | -0.04 | 0.43 | | | -0.3 | 0.3 | |
| 15| bplus_2 | 0.26 | 0.05 | | | -2 | 2 | |
| 16| p4160_s | 2.23 | 0.17 | | | 0.71676 | 3.68324 | |
| 17| phi_p | 5.87 | 0.16 | | |-6.28319 | 6.28319 | |
| 18| p4415_p | 3.86 | 0.14 | | |-6.28319 | 6.28319 | |
| 19| phi_s | 18.4 | 0.9 | | | 14.8182 | 23.5818 | |
| 20| p3770_p | 3.55 | 0.30 | | |-6.28319 | 6.28319 | |
| 21| p4040_p | 3.79 | 0.18 | | |-6.28319 | 6.28319 | |
| 22| p4160_p | -2.24 | 0.11 | | |-6.28319 | 6.28319 | |
| 23| jpsi_p | 1.59 | 0.04 | | |-6.28319 | 6.28319 | |
----------------------------------------------------------------------------------------------
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| | rho_p DDstar_p rho_s p4040_s Ctt omega_p bplus_1 Dbar_p psi2s_p bplus_0 omega_s p3770_s DDstar_s p4415_s Dbar_s bplus_2 p4160_s phi_p p4415_p phi_s p3770_p p4040_p p4160_p jpsi_p |
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| rho_p | 1.000 -0.015 0.181 -0.051 -0.083 0.010 -0.127 0.113 0.057 -0.118 -0.067 0.067 -0.093 -0.013 0.114 -0.245 -0.038 0.077 0.012 0.058 0.102 0.029 0.079 0.105 |
| DDstar_p | -0.015 1.000 -0.029 -0.016 0.201 -0.018 0.088 -0.178 -0.319 0.088 -0.000 -0.254 0.198 -0.003 -0.228 0.041 0.016 -0.017 -0.270 0.010 -0.203 -0.214 -0.377 -0.418 |
| rho_s | 0.181 -0.029 1.000 -0.174 -0.234 0.339 -0.247 0.280 0.138 -0.292 0.110 0.112 -0.208 -0.018 0.281 -0.081 -0.155 0.032 -0.046 -0.030 0.263 0.031 0.173 0.230 |
| p4040_s | -0.051 -0.016 -0.174 1.000 0.616 -0.068 0.539 -0.628 -0.308 0.529 -0.027 -0.169 0.464 0.165 -0.623 0.199 0.370 -0.033 0.025 0.084 -0.594 -0.153 -0.591 -0.495 |
| Ctt | -0.083 0.201 -0.234 0.616 1.000 -0.093 0.754 -0.835 -0.326 0.743 -0.035 -0.391 0.685 0.202 -0.850 0.047 0.552 -0.050 0.086 0.116 -0.804 -0.232 -0.658 -0.768 |
| omega_p | 0.010 -0.018 0.339 -0.068 -0.093 1.000 -0.101 0.114 0.056 -0.114 -0.547 0.049 -0.086 -0.008 0.114 -0.053 -0.060 0.003 -0.014 -0.018 0.106 0.015 0.073 0.093 |
| bplus_1 | -0.127 0.088 -0.247 0.539 0.754 -0.101 1.000 -0.883 -0.436 0.674 -0.037 -0.374 0.655 0.038 -0.884 0.208 0.476 -0.056 0.149 0.135 -0.831 -0.100 -0.544 -0.734 |
| Dbar_p | 0.113 -0.178 0.280 -0.628 -0.835 0.114 -0.883 1.000 0.505 -0.872 0.043 0.430 -0.798 -0.118 0.976 -0.317 -0.565 0.060 -0.125 -0.148 0.937 0.158 0.667 0.841 |
| psi2s_p | 0.057 -0.319 0.138 -0.308 -0.326 0.056 -0.436 0.505 1.000 -0.431 0.022 0.017 -0.408 -0.040 0.488 -0.151 -0.299 0.031 -0.038 -0.075 0.487 0.011 0.348 0.503 |
| bplus_0 | -0.118 0.088 -0.292 0.529 0.743 -0.114 0.674 -0.872 -0.431 1.000 -0.045 -0.368 0.649 0.041 -0.874 0.199 0.468 -0.062 0.141 0.147 -0.818 -0.101 -0.538 -0.732 |
| omega_s | -0.067 -0.000 0.110 -0.027 -0.035 -0.547 -0.037 0.043 0.022 -0.045 1.000 0.019 -0.032 -0.002 0.044 -0.012 -0.024 0.029 -0.007 -0.021 0.041 0.005 0.027 0.040 |
| p3770_s | 0.067 -0.254 0.112 -0.169 -0.391 0.049 -0.374 0.430 0.017 -0.368 0.019 1.000 -0.316 -0.030 0.403 -0.147 -0.198 0.028 0.013 -0.073 0.342 0.049 0.316 0.428 |
| DDstar_s | -0.093 0.198 -0.208 0.464 0.685 -0.086 0.655 -0.798 -0.408 0.649 -0.032 -0.316 1.000 0.055 -0.801 0.275 0.422 -0.047 0.089 0.114 -0.732 -0.096 -0.500 -0.680 |
| p4415_s | -0.013 -0.003 -0.018 0.165 0.202 -0.008 0.038 -0.118 -0.040 0.041 -0.002 -0.030 0.055 1.000 -0.111 0.134 0.264 -0.005 -0.071 0.011 -0.122 0.016 -0.062 -0.108 |
| Dbar_s | 0.114 -0.228 0.281 -0.623 -0.850 0.114 -0.884 0.976 0.488 -0.874 0.044 0.403 -0.801 -0.111 1.000 -0.331 -0.561 0.060 -0.130 -0.150 0.931 0.136 0.653 0.829 |
| bplus_2 | -0.245 0.041 -0.081 0.199 0.047 -0.053 0.208 -0.317 -0.151 0.199 -0.012 -0.147 0.275 0.134 -0.331 1.000 0.144 -0.046 -0.058 0.121 -0.316 -0.091 -0.258 -0.235 |
| p4160_s | -0.038 0.016 -0.155 0.370 0.552 -0.060 0.476 -0.565 -0.299 0.468 -0.024 -0.198 0.422 0.264 -0.561 0.144 1.000 -0.029 0.008 0.070 -0.528 0.173 -0.408 -0.465 |
| phi_p | 0.077 -0.017 0.032 -0.033 -0.050 0.003 -0.056 0.060 0.031 -0.062 0.029 0.028 -0.047 -0.005 0.060 -0.046 -0.029 1.000 -0.003 0.436 0.055 0.010 0.040 0.050 |
| p4415_p | 0.012 -0.270 -0.046 0.025 0.086 -0.014 0.149 -0.125 -0.038 0.141 -0.007 0.013 0.089 -0.071 -0.130 -0.058 0.008 -0.003 1.000 0.012 -0.094 0.150 0.140 -0.029 |
| phi_s | 0.058 0.010 -0.030 0.084 0.116 -0.018 0.135 -0.148 -0.075 0.147 -0.021 -0.073 0.114 0.011 -0.150 0.121 0.070 0.436 0.012 1.000 -0.140 -0.025 -0.097 -0.135 |
| p3770_p | 0.102 -0.203 0.263 -0.594 -0.804 0.106 -0.831 0.937 0.487 -0.818 0.041 0.342 -0.732 -0.122 0.931 -0.316 -0.528 0.055 -0.094 -0.140 1.000 0.188 0.657 0.790 |
| p4040_p | 0.029 -0.214 0.031 -0.153 -0.232 0.015 -0.100 0.158 0.011 -0.101 0.005 0.049 -0.096 0.016 0.136 -0.091 0.173 0.010 0.150 -0.025 0.188 1.000 0.230 0.177 |
| p4160_p | 0.079 -0.377 0.173 -0.591 -0.658 0.073 -0.544 0.667 0.348 -0.538 0.027 0.316 -0.500 -0.062 0.653 -0.258 -0.408 0.040 0.140 -0.097 0.657 0.230 1.000 0.638 |
| jpsi_p | 0.105 -0.418 0.230 -0.495 -0.768 0.093 -0.734 0.841 0.503 -0.732 0.040 0.428 -0.680 -0.108 0.829 -0.235 -0.465 0.050 -0.029 -0.135 0.790 0.177 0.638 1.000 |
--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Hesse errors: OrderedDict([(<zfit.Parameter 'rho_p' floating=True>, {'error': 0.38519998672165867}), (<zfit.Parameter 'DDstar_p' floating=True>, {'error': 0.3536702265592717}), (<zfit.Parameter 'rho_s' floating=True>, {'error': 0.29540734618872605}), (<zfit.Parameter 'p4040_s' floating=True>, {'error': 0.1805141651147582}), (<zfit.Parameter 'Ctt' floating=True>, {'error': 0.21207755850082022}), (<zfit.Parameter 'omega_p' floating=True>, {'error': 0.21090856822940207}), (<zfit.Parameter 'bplus_1' floating=True>, {'error': 0.02463691098461207}), (<zfit.Parameter 'Dbar_p' floating=True>, {'error': 7.944444030798266}), (<zfit.Parameter 'psi2s_p' floating=True>, {'error': 0.03243312917549268}), (<zfit.Parameter 'bplus_0' floating=True>, {'error': 0.011849457387637319}), (<zfit.Parameter 'omega_s' floating=True>, {'error': 3.79641838595076}), (<zfit.Parameter 'p3770_s' floating=True>, {'error': 0.21850820521136516}), (<zfit.Parameter 'DDstar_s' floating=True>, {'error': 0.4835517426001681}), (<zfit.Parameter 'p4415_s' floating=True>, {'error': 0.16376076062225664}), (<zfit.Parameter 'Dbar_s' floating=True>, {'error': 0.42869181542860946}), (<zfit.Parameter 'bplus_2' floating=True>, {'error': 0.05019066027956387}), (<zfit.Parameter 'p4160_s' floating=True>, {'error': 0.17056814757019523}), (<zfit.Parameter 'phi_p' floating=True>, {'error': 0.16066837900685638}), (<zfit.Parameter 'p4415_p' floating=True>, {'error': 0.13730987104474135}), (<zfit.Parameter 'phi_s' floating=True>, {'error': 0.894298080035135}), (<zfit.Parameter 'p3770_p' floating=True>, {'error': 0.3004989168990111}), (<zfit.Parameter 'p4040_p' floating=True>, {'error': 0.1788652673279758}), (<zfit.Parameter 'p4160_p' floating=True>, {'error': 0.11420030029997053}), (<zfit.Parameter 'jpsi_p' floating=True>, {'error': 0.042131005052458814})])
Toy 25/25
Time taken: 2 h, 16 min
Projected time left:
21/25 fits converged
Mean Ctt value = -0.4212493083266465
Mean Ctt error = 0.19741932801157283
95 Sensitivy = 0.00032738488500934425
Simulation ended
