Skip to content

Instantly share code, notes, and snippets.

@jenshnielsen

jenshnielsen/fitGlyRke4.py clang run 1 double

Last active February 12, 2016 14:51
Show Gist options
  • Star 0 You must be signed in to star a gist
  • Fork 0 You must be signed in to fork a gist
  • Save jenshnielsen/1c06a52e1b3604e78914 to your computer and use it in GitHub Desktop.
Save jenshnielsen/1c06a52e1b3604e78914 to your computer and use it in GitHub Desktop.
Download ZIP
fitGlyRke4.py experiments
Raw
fitGlyRke4.py clang run 1 double
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keA.scn
Concentration of agonist = 300.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = 0.600 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for bursts calculated asin Colquhoun, Hawkes & Srodzinski, (1996, eqs 5.8, 5.11).
Number of resolved intervals = 11662
Number of resolved periods = 11088
Number of open periods = 5544
Mean and SD of open periods = 0.397568729 +/- 1.362546164 ms
Range of open periods from 0.040033814 ms to 83.755209722 ms
Number of shut intervals = 5544
Mean and SD of shut periods = 109.531529248 +/- 2942.205429077 ms
Range of shut periods from 0.040052371 ms to 204117.309570312 ms
Last shut period = 10.665501468 ms
Number of bursts = 4618
Average length = 0.504651324 ms
Range: 0.040 to 83.755 millisec
Average number of openings= 1.200519706
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keB.scn
Concentration of agonist = 3000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -70.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14296
Number of resolved periods = 12338
Number of open periods = 6169
Mean and SD of open periods = 0.568432008 +/- 0.781032231 ms
Range of open periods from 0.040003666 ms to 23.221036885 ms
Number of shut intervals = 6169
Mean and SD of shut periods = 3.801412648 +/- 35.561904311 ms
Range of shut periods from 0.040001163 ms to 2761.569499969 ms
Last shut period = 0.373572315 ms
Number of bursts = 3
Average length = 8038.560359078 ms
Range: 1572.336 to 17533.538 millisec
Average number of openings= 2056.333333333
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keC.scn
Concentration of agonist = 30000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 7569
Number of resolved periods = 5810
Number of open periods = 2905
Mean and SD of open periods = 0.764939965 +/- 1.200268148 ms
Range of open periods from 0.040136722 ms to 20.713106598 ms
Number of shut intervals = 2905
Mean and SD of shut periods = 76.107278466 +/- 2832.809209824 ms
Range of shut periods from 0.037358772 ms to 109791.648864746 ms
Last shut period = 0.037358772 ms
Number of bursts = 5
Average length = 886.178571851 ms
Range: 0.222 to 2465.916 millisec
Average number of openings= 581.000000000
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keD.scn
Concentration of agonist = 100000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14723
Number of resolved periods = 12210
Number of open periods = 6105
Mean and SD of open periods = 0.888958726 +/- 1.245775257 ms
Range of open periods from 0.040174076 ms to 21.068737711 ms
Number of shut intervals = 6105
Mean and SD of shut periods = 5.588796455 +/- 134.609654546 ms
Range of shut periods from 0.037023197 ms to 7994.186401367 ms
Last shut period = 0.037023197 ms
Number of bursts = 25
Average length = 478.491306786 ms
Range: 0.073 to 3397.090 millisec
Average number of openings= 244.200000000
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 164180.872344
From A3F3 to A3F3O beta3fff 879798.259388
From A3F2O to A3F2 alpha3ff 17631.1000954
From A3F2 to A3F2O beta3ff 75963.8340657
From A2F2O to A2F2 alpha2ff 18512.6542595
From A2F2 to A2F2O beta2ff 72165.6459847
From A3F1O to A3F1 alpha3f 19957.2751004
From A3F1 to A3F1O beta3f 302.572972131
From A2F1O to A2F1 alpha2f 20555.9927824
From A2F1 to A2F1O beta2f 293.495791624
From A1F1O to A1F1 alpha1f 21154.7104645
From A1F1 to A1F1O beta1f 284.418611117
From A3F3 to A3F2 gama3fff 11673.7928596
From A3F2 to A3F3 delta3fff 2585.56822991
From A3F2 to A2F2 3kff(-3) 26.209768672
From A2F2 to A3F2 kff(+3) 684.568191741
From A3F2 to A3F1 gama3ff 2862.00095617
From A3F1 to A3F2 delta3ff 1741.88100927
From A2F2 to A2F1 gama2ff 11625.274006
From A2F1 to A2F2 delta2ff 8662.55618102
From A3F1 to A2F1 3kf(-3) 1436109.06916
From A2F1 to A3F1 kf(+3) 45923513.6955
From A3F1 to A3R gama3f 2473.77597999
From A3R to A3F1 delta3f 769.546855601
From A2F1 to A1F1 2kf(-2) 957406.04611
From A1F1 to A2F1 2kf(+2) 91847027.3909
From A2F1 to A2R gama2f 0.0997096333233
From A2R to A2F1 delta2f 0.027994525861
From A1F1 to A1R gama1f 7438.33684661
From A1R to A1F1 delta1f 1884.83412534
From A3R to A2R 3k(-3) 1507.83869722
From A2R to A3R k(+3) 43517.4928712
From A2R to A1R 2k(-2) 1005.22579814
From A1R to A2R 2k(+2) 87034.9857424
From A1R to R k(-1) 502.612899072
From R to A1R 3k(+1) 130552.478614
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.437361683e+16
backward product = 2.437361683e+16
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 4.795384982e+12
backward product = 4.795384982e+12
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.735157837e+13
backward product = 1.735157837e+13
Starting likelihood = 232502.287977
iteration # 100; log-lik = 232928.154662
[ 1.41924696e+05 9.91282568e+05 1.97840130e+04 7.82168302e+04
1.71306492e+04 7.68160837e+04 1.91299496e+04 3.29285607e+02
2.03109769e+04 3.21385337e+02 1.77876364e+04 3.07427710e+02
9.53885963e+03 3.14538983e+03 2.66831193e+01 2.88401102e+03
1.83802336e+03 9.93511657e+03 9.46742351e+03 4.79548708e+07
2.69765023e+03 9.59381397e+05 9.69674010e-02 2.95029655e-02
7.21696699e+03 4.79948914e+04 4.64842402e+02]
iteration # 200; log-lik = 232979.192057
[ 1.39959379e+05 1.17018226e+06 2.16700680e+04 7.53653081e+04
1.71029252e+04 7.68171076e+04 1.71190644e+04 3.42107973e+02
1.98215160e+04 3.28061884e+02 1.57404148e+04 3.69429873e+02
9.05588107e+03 2.93348168e+03 2.47742706e+01 2.66183859e+03
1.80308002e+03 9.82741621e+03 9.20819434e+03 4.89168093e+07
2.87111595e+03 9.56960899e+05 9.77159540e-02 3.00259005e-02
7.78208260e+03 4.73797799e+04 4.85791261e+02]
iteration # 300; log-lik = 233002.232358
[ 1.47312423e+05 1.12864285e+06 2.11448124e+04 7.36694063e+04
1.69317461e+04 7.74711685e+04 1.62870400e+04 3.92236574e+02
1.86587447e+04 3.48193383e+02 1.38161174e+04 4.13244661e+02
8.41526537e+03 2.83569328e+03 2.60822758e+01 2.44770496e+03
1.67354724e+03 9.51977339e+03 9.21709747e+03 4.62329996e+07
3.12459255e+03 9.75174512e+05 9.66457332e-02 2.93387769e-02
6.59904934e+03 4.70727221e+04 4.82397914e+02]
iteration # 400; log-lik = 233018.988138
[ 1.48644223e+05 1.25062179e+06 1.96390849e+04 7.13821925e+04
1.66352826e+04 7.76746330e+04 1.79133107e+04 4.21464957e+02
1.82306857e+04 3.83449704e+02 1.45437964e+04 4.31136662e+02
8.25161166e+03 2.74034750e+03 2.59165616e+01 2.29627631e+03
1.45026493e+03 9.53446236e+03 9.40284474e+03 4.72968854e+07
2.94066199e+03 9.44090357e+05 9.68547856e-02 2.88592808e-02
6.40567244e+03 4.66407464e+04 4.79943892e+02]
iteration # 500; log-lik = 233039.395788
[ 1.43921724e+05 1.32994457e+06 2.02449694e+04 6.68117594e+04
1.62172011e+04 7.94934703e+04 2.26566069e+04 5.29347681e+02
1.56810436e+04 4.50922832e+02 1.37971980e+04 4.71660034e+02
7.79209469e+03 2.60040045e+03 2.58362305e+01 1.98649454e+03
1.14826360e+03 9.86977844e+03 9.57688621e+03 4.71647054e+07
2.65861372e+03 8.73934049e+05 9.79258969e-02 2.91987287e-02
6.89841492e+03 4.51984767e+04 4.86336071e+02]
iteration # 600; log-lik = 233048.465860
[ 1.46262468e+05 1.28118709e+06 1.98733456e+04 6.65369686e+04
1.60324841e+04 7.98636684e+04 2.37706804e+04 6.30085713e+02
1.37892065e+04 4.95990174e+02 1.39243349e+04 5.00884359e+02
7.72789676e+03 2.63733775e+03 2.52296415e+01 1.89120845e+03
1.00135478e+03 9.99077801e+03 9.63004704e+03 4.87800502e+07
2.43395436e+03 8.51913920e+05 9.89014118e-02 2.94707396e-02
7.67575311e+03 4.49023615e+04 4.86137282e+02]
iteration # 700; log-lik = 233057.149323
[ 1.49512317e+05 1.23011740e+06 2.13138860e+04 6.79315040e+04
1.58888665e+04 8.01013199e+04 2.19366699e+04 7.27702613e+02
1.24049779e+04 5.27515813e+02 1.38621949e+04 5.62421214e+02
7.66341611e+03 2.79009095e+03 2.41159390e+01 1.80736481e+03
9.26036363e+02 9.97574384e+03 9.65850089e+03 4.96878513e+07
2.25527758e+03 8.29899324e+05 9.99611919e-02 3.03854219e-02
8.09623091e+03 4.53338548e+04 4.91714514e+02]
iteration # 800; log-lik = 233060.654072
[ 1.51402885e+05 1.16800642e+06 2.21648039e+04 6.90068340e+04
1.59982553e+04 7.92887719e+04 2.03651434e+04 7.86071809e+02
1.17987841e+04 5.45788246e+02 1.37135087e+04 5.68461400e+02
7.84646994e+03 2.95600780e+03 2.33945732e+01 1.76938109e+03
9.25737084e+02 9.85673993e+03 9.43903120e+03 4.95216116e+07
2.29888914e+03 8.15096090e+05 1.00533576e-01 3.01991878e-02
8.28623854e+03 4.57863064e+04 4.95039580e+02]
iteration # 900; log-lik = 233062.450423
[ 1.48141874e+05 1.14140374e+06 2.23716677e+04 6.85527156e+04
1.58599708e+04 7.94239596e+04 2.15671211e+04 8.22338534e+02
1.10904760e+04 5.64504346e+02 1.39878590e+04 5.58343931e+02
7.85790191e+03 2.96424252e+03 2.37553581e+01 1.71113928e+03
9.07245431e+02 9.97564384e+03 9.45234039e+03 4.91590432e+07
2.25573386e+03 8.04936581e+05 1.00595126e-01 3.01130966e-02
8.37852225e+03 4.56664346e+04 4.91602787e+02]
iteration # 1000; log-lik = 233065.495431
[ 1.48804115e+05 1.07812110e+06 2.37091142e+04 6.88080258e+04
1.55781518e+04 7.93410420e+04 2.24777392e+04 9.35575705e+02
9.00960759e+03 6.37900169e+02 1.41156098e+04 5.59462899e+02
7.69678557e+03 3.11874688e+03 2.43908467e+01 1.57122986e+03
8.72350317e+02 1.00211476e+04 9.34231224e+03 4.64133282e+07
2.30456767e+03 7.63399960e+05 1.02357514e-01 3.02529138e-02
8.26298275e+03 4.58105792e+04 4.90138216e+02]
iteration # 1100; log-lik = 233070.110392
[ 1.46828452e+05 9.88461558e+05 2.47264040e+04 6.84627358e+04
1.51382532e+04 7.86007127e+04 2.36739665e+04 1.06013101e+03
6.15754895e+03 7.41703545e+02 1.48154493e+04 5.26033863e+02
7.44409643e+03 3.24714750e+03 2.62198276e+01 1.44435304e+03
8.90554632e+02 1.01414074e+04 9.39117570e+03 4.10152850e+07
2.63014887e+03 7.29553747e+05 1.04103859e-01 3.04145924e-02
7.80511749e+03 4.61691965e+04 4.94014435e+02]
iteration # 1200; log-lik = 233072.588350
[ 1.52109628e+05 9.70062495e+05 2.49902197e+04 6.83171048e+04
1.48738570e+04 7.78757571e+04 2.37557746e+04 1.14961403e+03
5.18320318e+03 8.23108752e+02 1.53445220e+04 5.20637322e+02
7.56306392e+03 3.44776661e+03 2.67748348e+01 1.36084107e+03
8.66139638e+02 1.02333363e+04 9.45962292e+03 3.90671057e+07
2.65025002e+03 7.08083409e+05 1.05247616e-01 3.05739238e-02
7.57159709e+03 4.63029302e+04 4.95595990e+02]
iteration # 1300; log-lik = 233075.301533
[ 1.66086080e+05 9.65310365e+05 2.54242231e+04 6.86107154e+04
1.49695403e+04 7.77883401e+04 2.23263610e+04 1.15480710e+03
5.27092594e+03 8.65080843e+02 1.52156919e+04 5.00137610e+02
7.31378999e+03 3.66634354e+03 2.76928269e+01 1.32122551e+03
8.67621608e+02 1.02774316e+04 9.42624621e+03 3.61871706e+07
2.70586045e+03 6.80767948e+05 1.05542569e-01 3.06555792e-02
7.31739795e+03 4.62567347e+04 4.95444934e+02]
iteration # 1400; log-lik = 233078.387294
[ 1.78712661e+05 9.58230317e+05 2.55523672e+04 6.83924684e+04
1.48196710e+04 7.74556422e+04 2.14015908e+04 1.25221797e+03
5.01657531e+03 9.58872219e+02 1.50399245e+04 4.90137925e+02
7.36835707e+03 3.95480647e+03 2.81543293e+01 1.22997990e+03
8.38564855e+02 1.02480296e+04 9.49433778e+03 3.40103824e+07
2.69876989e+03 6.55874822e+05 1.06207435e-01 3.05068201e-02
7.05400919e+03 4.62609229e+04 4.97293960e+02]
iteration # 1500; log-lik = 233088.714461
[ 2.34118220e+05 1.02717175e+06 2.61505498e+04 6.55074959e+04
1.45181772e+04 7.76493768e+04 2.25441698e+04 1.27879574e+03
5.29057185e+03 1.23831672e+03 1.51439906e+04 4.09877188e+02
7.04769672e+03 5.04597610e+03 3.23238689e+01 9.87999730e+02
7.54543076e+02 1.04613771e+04 9.62424563e+03 2.53503023e+07
2.78680516e+03 5.61209856e+05 1.06991720e-01 3.09720830e-02
6.31249593e+03 4.48073561e+04 4.88339586e+02]
iteration # 1600; log-lik = 233098.368190
[ 3.16342090e+05 1.23448529e+06 2.64614166e+04 6.06584389e+04
1.38487340e+04 7.72141824e+04 2.35193038e+04 1.31475945e+03
5.53047572e+03 1.66142106e+03 1.51645013e+04 3.72238947e+02
6.88366962e+03 6.50465218e+03 3.56972763e+01 7.52476142e+02
6.21342857e+02 1.05267358e+04 9.78474120e+03 1.88984120e+07
3.02419186e+03 4.68803907e+05 1.08103957e-01 3.16089483e-02
5.88398693e+03 4.31283721e+04 4.89108570e+02]
iteration # 1700; log-lik = 233102.354114
[ 3.38999208e+05 1.20973797e+06 2.54083467e+04 5.97522425e+04
1.36200097e+04 7.69786989e+04 2.32738837e+04 1.47292370e+03
5.64390939e+03 1.85005419e+03 1.49324400e+04 3.77483446e+02
6.37549371e+03 6.72056627e+03 3.69162444e+01 6.90971452e+02
5.48549774e+02 1.03739448e+04 9.82836187e+03 1.75478463e+07
3.23836427e+03 4.48322116e+05 1.08389909e-01 3.13877796e-02
5.75418581e+03 4.25887218e+04 4.87563870e+02]
iteration # 1800; log-lik = 233105.816071
[ 3.27545388e+05 1.20413284e+06 2.50498360e+04 5.92421713e+04
1.34450147e+04 7.62767011e+04 2.47483146e+04 1.48307980e+03
5.43776239e+03 1.90706579e+03 1.51734412e+04 3.82931873e+02
6.68477354e+03 6.88322197e+03 3.59378486e+01 6.87220876e+02
5.31767438e+02 1.02525134e+04 9.73948985e+03 1.74148697e+07
3.18233146e+03 4.46197126e+05 1.08762685e-01 3.11838802e-02
5.96710158e+03 4.28518018e+04 4.92404354e+02]
iteration # 1900; log-lik = 233109.352055
[ 3.72055646e+05 1.23049634e+06 2.43520934e+04 5.81383202e+04
1.30392391e+04 7.50453064e+04 2.56949364e+04 1.60899870e+03
4.80598341e+03 2.28426187e+03 1.51964469e+04 3.73944934e+02
6.47355845e+03 7.57759393e+03 3.64370038e+01 6.36508205e+02
4.76247391e+02 1.02379131e+04 9.71046685e+03 1.55652983e+07
3.33545935e+03 4.15913716e+05 1.09573328e-01 3.12469049e-02
5.91487711e+03 4.29991632e+04 5.00993501e+02]
iteration # 2000; log-lik = 233113.229377
[ 4.01167273e+05 1.34202268e+06 2.36280227e+04 5.72971136e+04
1.27631642e+04 7.45745153e+04 2.92913423e+04 1.57499587e+03
4.89096156e+03 2.52490376e+03 1.49494378e+04 3.83876153e+02
6.51309124e+03 7.60987621e+03 3.48358616e+01 6.30193092e+02
4.37802749e+02 1.01497442e+04 9.59179895e+03 1.49474303e+07
3.05643943e+03 3.81556624e+05 1.10162352e-01 3.18069100e-02
6.65850383e+03 4.31238267e+04 5.10967091e+02]
iteration # 2100; log-lik = 233117.241846
[ 4.66081812e+05 1.44558194e+06 2.37573938e+04 5.67169329e+04
1.23726761e+04 7.38022048e+04 3.19478062e+04 1.58474033e+03
4.88588309e+03 3.02004421e+03 1.47298592e+04 3.74484645e+02
6.29902431e+03 7.99507730e+03 3.51125437e+01 5.81843101e+02
3.90758208e+02 1.02393572e+04 9.52027316e+03 1.28899179e+07
2.99215445e+03 3.31829016e+05 1.11930443e-01 3.21319952e-02
6.77027633e+03 4.32785899e+04 5.21020981e+02]
iteration # 2200; log-lik = 233126.839909
[ 6.17793005e+05 1.69238755e+06 2.56289667e+04 5.76110854e+04
1.10517286e+04 7.23873220e+04 3.87620255e+04 1.68856986e+03
4.47673512e+03 4.62142497e+03 1.48213355e+04 3.94603541e+02
5.24585075e+03 7.40986484e+03 3.83170238e+01 4.61246479e+02
3.16160989e+02 1.07575188e+04 9.23358700e+03 8.20549796e+06
3.08401270e+03 2.15224409e+05 1.21026742e-01 3.37090438e-02
6.89897984e+03 4.38436611e+04 5.42760027e+02]
iteration # 2300; log-lik = 233133.813281
[ 6.49338750e+05 1.71205268e+06 2.75005724e+04 6.14319776e+04
1.04119546e+04 7.19689849e+04 4.12608639e+04 1.67188787e+03
4.40632645e+03 5.15564014e+03 1.52157553e+04 4.18720485e+02
5.04388833e+03 6.35900617e+03 3.86109409e+01 4.48151705e+02
3.18779174e+02 1.11364254e+04 8.88612212e+03 7.17357938e+06
2.99780758e+03 1.73668515e+05 1.27790997e-01 3.47977383e-02
6.91991809e+03 4.49324716e+04 5.47048628e+02]
iteration # 2400; log-lik = 233135.695276
[ 6.26076378e+05 1.70750180e+06 2.76648118e+04 6.26583827e+04
1.03017903e+04 7.17088666e+04 4.09030956e+04 1.68210508e+03
4.49217036e+03 5.09906026e+03 1.59180318e+04 4.20867623e+02
5.19279095e+03 6.11192320e+03 3.79956414e+01 4.55760722e+02
3.27535733e+02 1.12652468e+04 8.78772951e+03 7.12399606e+06
3.06465909e+03 1.68659964e+05 1.29228945e-01 3.50539277e-02
6.87993873e+03 4.56365657e+04 5.44340698e+02]
iteration # 2500; log-lik = 233136.831060
[ 5.87782304e+05 1.70595656e+06 2.81284111e+04 6.33430352e+04
1.02587073e+04 7.15015048e+04 4.21094456e+04 1.71194405e+03
4.49820959e+03 5.07443729e+03 1.59975671e+04 4.33784403e+02
5.27336911e+03 5.79818002e+03 3.66870855e+01 4.65774375e+02
3.31670482e+02 1.12635311e+04 8.75616622e+03 7.17551325e+06
3.00966630e+03 1.66390794e+05 1.29812989e-01 3.52727612e-02
7.05211833e+03 4.62127425e+04 5.47813427e+02]
iteration # 2600; log-lik = 233138.456119
[ 5.65410573e+05 1.73113847e+06 2.86004728e+04 6.36893854e+04
1.01249911e+04 7.04975574e+04 4.45187065e+04 1.73752894e+03
4.48100000e+03 5.30344942e+03 1.61555290e+04 4.30528798e+02
5.49358256e+03 5.73831191e+03 3.45073908e+01 4.67350071e+02
3.31773761e+02 1.12389562e+04 8.68888055e+03 6.96781903e+06
3.04933554e+03 1.61424968e+05 1.30475560e-01 3.54400916e-02
7.05933041e+03 4.70591985e+04 5.57877182e+02]
iteration # 2700; log-lik = 233139.361638
[ 5.13839309e+05 1.71619344e+06 2.83215460e+04 6.35156020e+04
1.01982126e+04 7.01663698e+04 4.47592968e+04 1.79433052e+03
4.49436287e+03 5.10669675e+03 1.63154655e+04 4.36963632e+02
5.87641900e+03 5.80149419e+03 3.24163681e+01 4.77619193e+02
3.37550471e+02 1.11225319e+04 8.73078449e+03 7.40636685e+06
3.03009877e+03 1.71064880e+05 1.29392669e-01 3.50983772e-02
7.08610721e+03 4.75259144e+04 5.63618571e+02]
iteration # 2800; log-lik = 233139.839857
[ 4.93716221e+05 1.74414430e+06 2.85585423e+04 6.35839368e+04
1.00822155e+04 6.97332795e+04 4.70042214e+04 1.82765253e+03
4.46718183e+03 5.24906504e+03 1.65465226e+04 4.40334288e+02
6.09094962e+03 5.72533158e+03 3.11148808e+01 4.77971558e+02
3.34993350e+02 1.11478219e+04 8.71523705e+03 7.25917662e+06
3.01938704e+03 1.67314586e+05 1.30170516e-01 3.52512845e-02
7.09409322e+03 4.80052511e+04 5.71940089e+02]
iteration # 2900; log-lik = 233140.254281
[ 4.63276072e+05 1.80469145e+06 2.86692384e+04 6.32719407e+04
9.96204997e+03 6.92298695e+04 4.80608733e+04 1.89608789e+03
4.52363469e+03 5.34282713e+03 1.69026248e+04 4.45856631e+02
6.66186239e+03 5.87599756e+03 2.89618762e+01 4.75414305e+02
3.28916023e+02 1.11165917e+04 8.68975726e+03 7.42645904e+06
3.01818840e+03 1.69496101e+05 1.30202227e-01 3.52635972e-02
7.11298635e+03 4.87527075e+04 5.78421240e+02]
iteration # 3000; log-lik = 233141.048428
[ 4.49870053e+05 1.86319853e+06 2.84298963e+04 6.31521443e+04
9.82634428e+03 6.88337482e+04 4.90142082e+04 1.88868159e+03
4.43689490e+03 5.43200892e+03 1.69527174e+04 4.45453287e+02
6.97832397e+03 5.88532082e+03 2.78937726e+01 4.85433382e+02
3.31444960e+02 1.11862333e+04 8.62090817e+03 7.48831417e+06
3.01370396e+03 1.71943427e+05 1.30841848e-01 3.52649492e-02
7.03361550e+03 4.92754726e+04 5.87816871e+02]
iteration # 3100; log-lik = 233141.844952
[ 3.89819914e+05 1.99411621e+06 2.81236647e+04 6.18595976e+04
9.61008054e+03 6.80082979e+04 5.12274940e+04 2.00066530e+03
4.34940734e+03 5.56627374e+03 1.72312594e+04 4.60978152e+02
8.35537523e+03 6.17747195e+03 2.46832364e+01 4.97380041e+02
3.25926484e+02 1.12233671e+04 8.53207549e+03 8.04063511e+06
2.89357393e+03 1.82043419e+05 1.30829013e-01 3.52377195e-02
7.20722651e+03 5.06635061e+04 6.05078699e+02]
iteration # 3200; log-lik = 233142.643585
[ 3.88947908e+05 2.10001613e+06 2.76436560e+04 6.17754830e+04
9.45662630e+03 6.77727258e+04 5.08035050e+04 1.98044846e+03
4.31246309e+03 5.67440973e+03 1.73079637e+04 4.61729986e+02
8.90031499e+03 6.32180560e+03 2.38065245e+01 5.08633720e+02
3.25967345e+02 1.13100039e+04 8.46412438e+03 8.19068015e+06
2.87636863e+03 1.84783820e+05 1.31320745e-01 3.53598885e-02
7.14630663e+03 5.13165360e+04 6.12646616e+02]
iteration # 3300; log-lik = 233143.624095
[ 3.78846490e+05 2.27190504e+06 2.73539389e+04 6.17622320e+04
9.23107119e+03 6.73903033e+04 4.89555536e+04 1.93114982e+03
4.21123446e+03 5.68970220e+03 1.70510833e+04 4.72173574e+02
9.92161285e+03 6.42208165e+03 2.22528275e+01 5.44239445e+02
3.37575777e+02 1.14726752e+04 8.32023305e+03 8.57893294e+06
2.85449440e+03 1.91083156e+05 1.32214761e-01 3.57381590e-02
7.07540406e+03 5.25526826e+04 6.28931915e+02]
iteration # 3400; log-lik = 233144.116111
[ 3.68235392e+05 2.43181071e+06 2.65291709e+04 6.09995647e+04
9.10472571e+03 6.68440459e+04 4.79174008e+04 1.85622493e+03
4.20421652e+03 5.72063212e+03 1.71476072e+04 4.63657519e+02
1.09874074e+04 6.69856786e+03 2.13543726e+01 5.75979756e+02
3.48217824e+02 1.15655169e+04 8.24650659e+03 8.86072185e+06
2.86758856e+03 1.99434397e+05 1.31818240e-01 3.59007395e-02
6.97126327e+03 5.34361077e+04 6.37517099e+02]
iteration # 3500; log-lik = 233144.661394
[ 3.62808833e+05 2.64828620e+06 2.62199633e+04 6.09532315e+04
8.96233040e+03 6.66031214e+04 4.61409106e+04 1.69796615e+03
4.19901365e+03 5.64466039e+03 1.70427813e+04 4.66667714e+02
1.17628943e+04 6.57333930e+03 2.12309873e+01 6.16159277e+02
3.75042114e+02 1.18017665e+04 8.21268957e+03 9.01586374e+06
2.81881111e+03 2.00012969e+05 1.32430783e-01 3.64431894e-02
6.92533523e+03 5.39559038e+04 6.44400558e+02]
iteration # 3600; log-lik = 233144.849162
[ 3.60256999e+05 2.63674356e+06 2.63518657e+04 6.12592431e+04
9.00378276e+03 6.66200674e+04 4.53929108e+04 1.67065434e+03
4.23609304e+03 5.55644235e+03 1.71326954e+04 4.65946643e+02
1.17644870e+04 6.46211824e+03 2.13278964e+01 6.23517934e+02
3.85572112e+02 1.17949920e+04 8.25036554e+03 9.01522114e+06
2.81930819e+03 2.00678141e+05 1.32304918e-01 3.65016966e-02
6.88028914e+03 5.39144991e+04 6.43149897e+02]
iteration # 3700; log-lik = 233144.975757
[ 3.48652825e+05 2.65746610e+06 2.63491033e+04 6.12805626e+04
8.95423738e+03 6.63213518e+04 4.52519604e+04 1.64972842e+03
4.23016767e+03 5.55878087e+03 1.71963459e+04 4.66008292e+02
1.22125729e+04 6.41925144e+03 2.09944534e+01 6.29160820e+02
3.93296472e+02 1.18108631e+04 8.22743538e+03 9.12847907e+06
2.82034929e+03 2.02510837e+05 1.32362395e-01 3.64432393e-02
6.83216156e+03 5.42838334e+04 6.45383464e+02]
iteration # 3800; log-lik = 233145.024746
[ 3.48873308e+05 2.70196923e+06 2.62293666e+04 6.12158429e+04
8.93655693e+03 6.62018602e+04 4.44836425e+04 1.61526314e+03
4.24228120e+03 5.52694269e+03 1.72107671e+04 4.62720263e+02
1.24736748e+04 6.48189188e+03 2.09312023e+01 6.36755035e+02
4.00430727e+02 1.18278670e+04 8.22933833e+03 9.20217477e+06
2.83270080e+03 2.04838147e+05 1.32185325e-01 3.64669823e-02
6.76689732e+03 5.43891390e+04 6.45892709e+02]
iteration # 3900; log-lik = 233145.143485
[ 3.41475262e+05 2.71998785e+06 2.62382620e+04 6.12185298e+04
8.88026125e+03 6.60024784e+04 4.45359934e+04 1.62945941e+03
4.21460282e+03 5.57905286e+03 1.72292921e+04 4.65115490e+02
1.28237177e+04 6.51123133e+03 2.04492217e+01 6.36323435e+02
4.00174782e+02 1.18044833e+04 8.18839502e+03 9.36106963e+06
2.83042293e+03 2.07574070e+05 1.32349100e-01 3.63970665e-02
6.77997674e+03 5.46026246e+04 6.48327667e+02]
iteration # 4000; log-lik = 233145.329902
[ 3.31552986e+05 2.86970081e+06 2.61268519e+04 6.13561839e+04
8.66563277e+03 6.53468119e+04 4.38542363e+04 1.57914632e+03
4.16336364e+03 5.77482735e+03 1.74062039e+04 4.66315937e+02
1.39281237e+04 6.52548919e+03 1.95399390e+01 6.49647060e+02
4.12236906e+02 1.18545369e+04 8.03799255e+03 9.59740546e+06
2.82867671e+03 2.12485809e+05 1.33446791e-01 3.65722369e-02
6.78006496e+03 5.51733977e+04 6.54790339e+02]
iteration # 4100; log-lik = 233145.466481
[ 3.34429947e+05 2.85594482e+06 2.61433745e+04 6.12390993e+04
8.68351879e+03 6.53333720e+04 4.36243209e+04 1.59189449e+03
4.15294933e+03 5.80570958e+03 1.74105368e+04 4.65618842e+02
1.37025095e+04 6.55598119e+03 1.95529335e+01 6.39979613e+02
4.08713966e+02 1.17841990e+04 8.05306815e+03 9.66681166e+06
2.84639945e+03 2.15583443e+05 1.33069676e-01 3.64735568e-02
6.81450553e+03 5.48246652e+04 6.52250149e+02]
iteration # 4200; log-lik = 233145.579027
[ 3.29830728e+05 2.85454889e+06 2.64014568e+04 6.14640149e+04
8.64462341e+03 6.51745106e+04 4.31337337e+04 1.58239736e+03
4.12399689e+03 5.83824819e+03 1.74733523e+04 4.67097016e+02
1.37957282e+04 6.45141176e+03 1.94578557e+01 6.39838739e+02
4.15004982e+02 1.18012671e+04 8.01081891e+03 9.74243470e+06
2.86001981e+03 2.16614869e+05 1.33484468e-01 3.65110785e-02
6.81336286e+03 5.47735382e+04 6.51362429e+02]
iteration # 4300; log-lik = 233145.677676
[ 3.28331169e+05 2.83744957e+06 2.62929481e+04 6.11651163e+04
8.64218734e+03 6.52720753e+04 4.32490568e+04 1.60057645e+03
4.13601120e+03 5.87043632e+03 1.75496109e+04 4.64067329e+02
1.37749074e+04 6.48633565e+03 1.93826726e+01 6.34883884e+02
4.08500610e+02 1.17736289e+04 7.99934694e+03 9.95410279e+06
2.85437578e+03 2.21306633e+05 1.33276907e-01 3.64036928e-02
6.82894562e+03 5.43235141e+04 6.47737997e+02]
iteration # 4400; log-lik = 233145.764848
[ 3.29455035e+05 2.82257963e+06 2.64267513e+04 6.11280295e+04
8.65546281e+03 6.52882161e+04 4.26697103e+04 1.60256236e+03
4.11654310e+03 5.87614294e+03 1.76386804e+04 4.60999287e+02
1.36873452e+04 6.52243402e+03 1.94824286e+01 6.32362153e+02
4.10201569e+02 1.17725754e+04 7.98810394e+03 1.00383530e+07
2.85868580e+03 2.24522697e+05 1.33224912e-01 3.63889984e-02
6.82579619e+03 5.40152985e+04 6.44093118e+02]
iteration # 4500; log-lik = 233145.828877
[ 3.24189837e+05 2.81113669e+06 2.65324260e+04 6.11367975e+04
8.63937465e+03 6.51809556e+04 4.22659442e+04 1.60862353e+03
4.09436801e+03 5.90281743e+03 1.76566705e+04 4.59977807e+02
1.37560020e+04 6.47407608e+03 1.91997949e+01 6.31691930e+02
4.11390294e+02 1.17414749e+04 7.95539293e+03 1.03272229e+07
2.86650207e+03 2.30571426e+05 1.33061953e-01 3.62691273e-02
6.82993733e+03 5.38791469e+04 6.42496165e+02]
iteration # 4600; log-lik = 233145.896551
[ 3.27312431e+05 2.79813022e+06 2.64302580e+04 6.11698738e+04
8.70107439e+03 6.52518918e+04 4.18039966e+04 1.59790109e+03
4.10909164e+03 5.81470696e+03 1.75475920e+04 4.57656836e+02
1.35981114e+04 6.50558102e+03 1.92284516e+01 6.35448391e+02
4.14563843e+02 1.16885325e+04 7.99396319e+03 1.04710482e+07
2.85959505e+03 2.35170455e+05 1.32337386e-01 3.61753031e-02
6.81918167e+03 5.37694015e+04 6.41624427e+02]
iteration # 4700; log-lik = 233146.032343
[ 3.28482464e+05 2.80984299e+06 2.64905160e+04 6.13785040e+04
8.73091836e+03 6.52762422e+04 4.12765099e+04 1.60109772e+03
4.11475955e+03 5.77158767e+03 1.73611468e+04 4.54121042e+02
1.34528548e+04 6.46889676e+03 1.85502043e+01 6.44860521e+02
4.15070581e+02 1.16066704e+04 7.98900836e+03 1.10437533e+07
2.85197606e+03 2.48743529e+05 1.31287168e-01 3.60150769e-02
6.78183607e+03 5.38014182e+04 6.42545091e+02]
iteration # 4800; log-lik = 233146.123677
[ 3.34441894e+05 2.80297949e+06 2.65552262e+04 6.16337142e+04
8.73959239e+03 6.54028425e+04 4.13085084e+04 1.58979283e+03
4.12184328e+03 5.75394249e+03 1.74320308e+04 4.50648567e+02
1.32398758e+04 6.42105211e+03 1.85915413e+01 6.48257198e+02
4.15763347e+02 1.16279425e+04 7.99217800e+03 1.10501158e+07
2.85364298e+03 2.48788648e+05 1.31321218e-01 3.61021652e-02
6.74160268e+03 5.36868024e+04 6.41109791e+02]
iteration # 4900; log-lik = 233146.188024
[ 3.36536517e+05 2.80208551e+06 2.66292084e+04 6.19855838e+04
8.74907862e+03 6.54210810e+04 4.09769311e+04 1.58910632e+03
4.11276953e+03 5.73845901e+03 1.74151889e+04 4.51131177e+02
1.31319565e+04 6.34970883e+03 1.82713126e+01 6.53451472e+02
4.17577204e+02 1.15983858e+04 7.98712706e+03 1.12803479e+07
2.85135197e+03 2.54363733e+05 1.31073597e-01 3.61108016e-02
6.73281574e+03 5.36754679e+04 6.42021622e+02]
iteration # 5000; log-lik = 233146.275565
[ 3.34373488e+05 2.78326406e+06 2.66573229e+04 6.20354297e+04
8.76383950e+03 6.54090168e+04 4.11977193e+04 1.60467019e+03
4.10754063e+03 5.74015212e+03 1.74357733e+04 4.49444351e+02
1.31038905e+04 6.33743036e+03 1.79097870e+01 6.52692250e+02
4.13696795e+02 1.15625071e+04 7.96970159e+03 1.15775470e+07
2.85061230e+03 2.60841544e+05 1.30637032e-01 3.59923325e-02
6.73884733e+03 5.36680407e+04 6.41660902e+02]
iteration # 5100; log-lik = 233146.404584
[ 3.34335296e+05 2.84906442e+06 2.66658644e+04 6.23361704e+04
8.75207931e+03 6.53158390e+04 4.11844889e+04 1.56784181e+03
4.10857660e+03 5.69403580e+03 1.74651666e+04 4.51543888e+02
1.32761639e+04 6.23468202e+03 1.73081200e+01 6.67763087e+02
4.20316622e+02 1.15860448e+04 7.95865315e+03 1.19850925e+07
2.81446832e+03 2.68951002e+05 1.30224087e-01 3.61481214e-02
6.77405369e+03 5.38484875e+04 6.45532131e+02]
iteration # 5200; log-lik = 233146.752625
[ 3.34501347e+05 2.85929317e+06 2.68445617e+04 6.23769620e+04
8.73778913e+03 6.51706172e+04 4.20833189e+04 1.55488978e+03
4.08074644e+03 5.63296117e+03 1.73787785e+04 4.49479889e+02
1.32106427e+04 6.17483081e+03 1.63686666e+01 6.63935003e+02
4.12883594e+02 1.15799276e+04 7.91196015e+03 1.29311741e+07
2.81164585e+03 2.90455071e+05 1.28920660e-01 3.58739351e-02
6.70497232e+03 5.38607848e+04 6.47283948e+02]
iteration # 5300; log-lik = 233147.214224
[ 3.43548684e+05 2.92700436e+06 2.71677202e+04 6.24963526e+04
8.70508498e+03 6.49198386e+04 4.30464245e+04 1.53048846e+03
4.08925058e+03 5.58783758e+03 1.74617746e+04 4.49889189e+02
1.32114570e+04 6.20497633e+03 1.51290127e+01 6.40820858e+02
3.99978367e+02 1.15530211e+04 7.90804286e+03 1.43317766e+07
2.77479727e+03 3.23642906e+05 1.26987626e-01 3.55634284e-02
6.62358972e+03 5.36319397e+04 6.48661470e+02]
iteration # 5400; log-lik = 233147.761666
[ 3.52575577e+05 3.04317932e+06 2.76010890e+04 6.23904029e+04
8.56503518e+03 6.44728615e+04 4.37012533e+04 1.47726166e+03
4.09155189e+03 5.67267448e+03 1.76812571e+04 4.54691008e+02
1.32574142e+04 6.10710101e+03 1.38902829e+01 6.00402213e+02
3.82827938e+02 1.15435198e+04 7.82487213e+03 1.66355840e+07
2.74156330e+03 3.70555328e+05 1.24961485e-01 3.52682570e-02
6.67433510e+03 5.28347139e+04 6.41137563e+02]
iteration # 5500; log-lik = 233148.024699
[ 3.63066372e+05 2.99910360e+06 2.74087780e+04 6.20198758e+04
8.59110965e+03 6.46534560e+04 4.35537575e+04 1.49190632e+03
4.09421530e+03 5.69639865e+03 1.75388702e+04 4.54485347e+02
1.27753177e+04 6.17716861e+03 1.41338858e+01 5.78209475e+02
3.68427306e+02 1.14914583e+04 7.83260593e+03 1.70230700e+07
2.75620658e+03 3.80852003e+05 1.24078351e-01 3.49663980e-02
6.68082192e+03 5.23159583e+04 6.33906295e+02]
iteration # 5600; log-lik = 233148.236252
[ 3.47723154e+05 3.09147733e+06 2.72641318e+04 6.17966472e+04
8.45440921e+03 6.41933720e+04 4.25172823e+04 1.49511906e+03
4.02729976e+03 5.77730057e+03 1.76348907e+04 4.57500307e+02
1.36467432e+04 6.20960208e+03 1.31390941e+01 5.78341162e+02
3.65472170e+02 1.14922213e+04 7.70639292e+03 1.89206529e+07
2.77129148e+03 4.20733645e+05 1.23354180e-01 3.46955221e-02
6.64908828e+03 5.25926632e+04 6.35224947e+02]
iteration # 5700; log-lik = 233148.411315
[ 3.54095406e+05 3.15428093e+06 2.73653850e+04 6.19521222e+04
8.40603352e+03 6.40480271e+04 4.22210245e+04 1.45606518e+03
4.01051547e+03 5.75731182e+03 1.76881099e+04 4.58390311e+02
1.36367173e+04 6.16237379e+03 1.26163944e+01 5.67557283e+02
3.60459637e+02 1.15138802e+04 7.64941976e+03 2.06104425e+07
2.74803772e+03 4.58245639e+05 1.22264107e-01 3.44901984e-02
6.62811798e+03 5.23422173e+04 6.31668014e+02]
iteration # 5800; log-lik = 233148.470665
[ 3.51238088e+05 3.12998528e+06 2.74237437e+04 6.20392682e+04
8.41784556e+03 6.40721874e+04 4.18422349e+04 1.46535977e+03
3.99699769e+03 5.73570774e+03 1.77366301e+04 4.61398498e+02
1.35829410e+04 6.10045697e+03 1.25897939e+01 5.61555859e+02
3.58824914e+02 1.15251647e+04 7.65987544e+03 2.10135314e+07
2.74877765e+03 4.66538487e+05 1.21973046e-01 3.43755825e-02
6.60769604e+03 5.22614504e+04 6.29515736e+02]
iteration # 5900; log-lik = 233148.491486
[ 3.52470254e+05 3.14747081e+06 2.74872684e+04 6.21431309e+04
8.39719076e+03 6.40376521e+04 4.16371899e+04 1.46357242e+03
3.98080754e+03 5.74943046e+03 1.77180068e+04 4.62639441e+02
1.35519797e+04 6.06955705e+03 1.23075075e+01 5.57751930e+02
3.55167812e+02 1.15146908e+04 7.62203377e+03 2.19475442e+07
2.73481043e+03 4.86415426e+05 1.21516373e-01 3.42633264e-02
6.62184565e+03 5.21749129e+04 6.28019766e+02]
iteration # 6000; log-lik = 233148.501947
[ 3.51241025e+05 3.12869503e+06 2.74663163e+04 6.21561376e+04
8.41495581e+03 6.40668468e+04 4.13982330e+04 1.47015350e+03
3.98387928e+03 5.74482452e+03 1.77224003e+04 4.62064018e+02
1.35186891e+04 6.07240334e+03 1.24013590e+01 5.58301966e+02
3.56142054e+02 1.15010371e+04 7.62928915e+03 2.17850211e+07
2.74203623e+03 4.83166013e+05 1.21602956e-01 3.42425042e-02
6.62491710e+03 5.21527936e+04 6.27391995e+02]
iteration # 6100; log-lik = 233148.508076
[ 3.52353715e+05 3.12581679e+06 2.74788928e+04 6.21655535e+04
8.42505666e+03 6.41098789e+04 4.13544299e+04 1.47218323e+03
3.98809822e+03 5.74571546e+03 1.77252251e+04 4.61859161e+02
1.34228658e+04 6.05771614e+03 1.24069169e+01 5.57026361e+02
3.55034686e+02 1.14933347e+04 7.63542230e+03 2.18486118e+07
2.74179949e+03 4.84592650e+05 1.21522340e-01 3.42266562e-02
6.63371407e+03 5.20564267e+04 6.26638896e+02]
iteration # 6200; log-lik = 233148.517431
[ 3.52885971e+05 3.12569754e+06 2.74820613e+04 6.21506227e+04
8.42310965e+03 6.41062987e+04 4.14010443e+04 1.47431012e+03
3.98433498e+03 5.76074816e+03 1.77360814e+04 4.61561129e+02
1.33943871e+04 6.05722305e+03 1.23825865e+01 5.54237988e+02
3.53222959e+02 1.14881713e+04 7.63538515e+03 2.19133972e+07
2.74247130e+03 4.87042038e+05 1.21475125e-01 3.41747086e-02
6.63001987e+03 5.20152795e+04 6.26531570e+02]
iteration # 6300; log-lik = 233148.540807
[ 3.54585422e+05 3.15954891e+06 2.73841150e+04 6.19432279e+04
8.42127699e+03 6.41305516e+04 4.13488691e+04 1.46786581e+03
3.98325454e+03 5.76151976e+03 1.77557485e+04 4.61924078e+02
1.34353752e+04 6.07215522e+03 1.23428828e+01 5.51581885e+02
3.49966744e+02 1.15085163e+04 7.64680752e+03 2.20605213e+07
2.74707145e+03 4.90428596e+05 1.21286085e-01 3.41335495e-02
6.64215265e+03 5.19684732e+04 6.26912181e+02]
iteration # 6400; log-lik = 233148.558988
[ 3.53049955e+05 3.20520375e+06 2.73088430e+04 6.19294086e+04
8.39579781e+03 6.40230864e+04 4.11643265e+04 1.46052569e+03
3.97502296e+03 5.76863284e+03 1.78026405e+04 4.62283789e+02
1.36719046e+04 6.08482298e+03 1.21353740e+01 5.52962527e+02
3.50066321e+02 1.15165895e+04 7.63965336e+03 2.24145385e+07
2.74951832e+03 4.98318608e+05 1.21143686e-01 3.40985620e-02
6.63421686e+03 5.21285992e+04 6.28769727e+02]
iteration # 6500; log-lik = 233148.585978
[ 3.54196757e+05 3.23947136e+06 2.73115681e+04 6.18865497e+04
8.38506268e+03 6.39701353e+04 4.11226272e+04 1.44881926e+03
3.97490566e+03 5.76127904e+03 1.78078789e+04 4.62988003e+02
1.37468473e+04 6.08632263e+03 1.20890942e+01 5.51329386e+02
3.49895320e+02 1.15283442e+04 7.64938309e+03 2.24404044e+07
2.75150761e+03 4.98942179e+05 1.21083779e-01 3.40750348e-02
6.63884041e+03 5.22138045e+04 6.29779307e+02]
iteration # 6600; log-lik = 233148.690998
[ 3.70261094e+05 3.33633477e+06 2.72991194e+04 6.18146275e+04
8.36660404e+03 6.39511102e+04 4.04645811e+04 1.41365849e+03
3.98080689e+03 5.79534205e+03 1.76802769e+04 4.60771701e+02
1.36198822e+04 6.13008290e+03 1.21728531e+01 5.45390354e+02
3.47091811e+02 1.15366856e+04 7.67264763e+03 2.20103680e+07
2.76902048e+03 4.92579610e+05 1.21175313e-01 3.39717091e-02
6.65768703e+03 5.23997915e+04 6.32613394e+02]
iteration # 6700; log-lik = 233148.800957
[ 3.77692587e+05 3.58763851e+06 2.73650443e+04 6.19276750e+04
8.26727869e+03 6.34838318e+04 3.94318408e+04 1.33427941e+03
3.97774636e+03 5.77039334e+03 1.76788749e+04 4.61323815e+02
1.42577052e+04 6.06686511e+03 1.14875274e+01 5.45460800e+02
3.48936732e+02 1.15847289e+04 7.68010654e+03 2.31332542e+07
2.78378977e+03 5.17874863e+05 1.20467761e-01 3.37383837e-02
6.62245608e+03 5.32505263e+04 6.41044926e+02]
iteration # 6800; log-lik = 233148.995978
[ 4.11749948e+05 3.90857501e+06 2.76794922e+04 6.20517480e+04
8.22178239e+03 6.34678422e+04 3.73119846e+04 1.26137733e+03
3.98988136e+03 5.69493584e+03 1.75966036e+04 4.66729245e+02
1.41703457e+04 5.98645890e+03 1.09336820e+01 5.28415634e+02
3.37769964e+02 1.16878515e+04 7.74773437e+03 2.49441214e+07
2.77927763e+03 5.55436623e+05 1.19106234e-01 3.34140051e-02
6.63510424e+03 5.36503287e+04 6.45055986e+02]
iteration # 6900; log-lik = 233149.085682
[ 4.20943472e+05 4.01250186e+06 2.78134908e+04 6.20995509e+04
8.20225255e+03 6.35217401e+04 3.73433235e+04 1.25865679e+03
4.00185124e+03 5.73650373e+03 1.76571983e+04 4.67731080e+02
1.41966591e+04 5.99801446e+03 1.09201527e+01 5.27468040e+02
3.35087484e+02 1.17398809e+04 7.78620464e+03 2.41854766e+07
2.76464012e+03 5.39045822e+05 1.19672910e-01 3.35035536e-02
6.65955501e+03 5.39148534e+04 6.50098711e+02]
iteration # 7000; log-lik = 233149.160933
[ 4.26690804e+05 4.22387978e+06 2.76869951e+04 6.20044606e+04
8.12952489e+03 6.32620282e+04 3.70621893e+04 1.22704585e+03
3.99923550e+03 5.77214289e+03 1.76715208e+04 4.70173579e+02
1.46755789e+04 6.03063825e+03 1.05650022e+01 5.26528690e+02
3.34443045e+02 1.17843415e+04 7.79307292e+03 2.47020384e+07
2.75200402e+03 5.47866321e+05 1.19488971e-01 3.34691757e-02
6.68976691e+03 5.43529131e+04 6.56458875e+02]
iteration # 7100; log-lik = 233149.196825
[ 4.38673145e+05 4.45836020e+06 2.76529194e+04 6.19712148e+04
8.09123595e+03 6.31218768e+04 3.60439291e+04 1.19094330e+03
4.00243309e+03 5.76496220e+03 1.76970617e+04 4.68859958e+02
1.50452637e+04 6.05364069e+03 1.02248141e+01 5.28396529e+02
3.34271330e+02 1.18294935e+04 7.82738660e+03 2.53018295e+07
2.75475557e+03 5.62908642e+05 1.19115938e-01 3.33722176e-02
6.67369593e+03 5.48012523e+04 6.62935959e+02]
iteration # 7200; log-lik = 233149.208088
[ 4.39543861e+05 4.53115811e+06 2.75816036e+04 6.19288277e+04
8.08154284e+03 6.30644552e+04 3.58639477e+04 1.18532600e+03
4.00658049e+03 5.76521189e+03 1.77431329e+04 4.68358558e+02
1.52806997e+04 6.08657051e+03 1.01293074e+01 5.31244326e+02
3.34892815e+02 1.18522371e+04 7.84059738e+03 2.52905905e+07
2.74974776e+03 5.62605458e+05 1.19146751e-01 3.33767152e-02
6.67396519e+03 5.50259477e+04 6.66092506e+02]
iteration # 7300; log-lik = 233149.219763
[ 4.41795675e+05 4.58038048e+06 2.76213547e+04 6.19183363e+04
8.06868180e+03 6.30187853e+04 3.55535515e+04 1.17821086e+03
4.00538898e+03 5.75950694e+03 1.77491850e+04 4.68488837e+02
1.53734961e+04 6.08713187e+03 1.00385210e+01 5.29439405e+02
3.34090775e+02 1.18673488e+04 7.83878468e+03 2.56058716e+07
2.75075064e+03 5.68711123e+05 1.19039714e-01 3.33079959e-02
6.67356845e+03 5.51030340e+04 6.66736577e+02]
iteration # 7400; log-lik = 233149.227441
[ 4.43511151e+05 4.60620605e+06 2.76106595e+04 6.19504762e+04
8.06179494e+03 6.30002154e+04 3.53622671e+04 1.16801879e+03
4.01100075e+03 5.75113358e+03 1.77328908e+04 4.68217269e+02
1.54256978e+04 6.08251585e+03 1.00919502e+01 5.31471888e+02
3.36756660e+02 1.18820198e+04 7.84303536e+03 2.53939358e+07
2.75101120e+03 5.63552506e+05 1.19199254e-01 3.33405573e-02
6.67234893e+03 5.51754071e+04 6.67300631e+02]
iteration # 7500; log-lik = 233149.235125
[ 4.48105562e+05 4.62934757e+06 2.76309249e+04 6.20194297e+04
8.06732659e+03 6.30250940e+04 3.52696446e+04 1.15966340e+03
4.02460368e+03 5.73412402e+03 1.77341584e+04 4.67321665e+02
1.53530899e+04 6.06723922e+03 1.00896221e+01 5.31135751e+02
3.36737055e+02 1.18854710e+04 7.85479816e+03 2.54299534e+07
2.74803261e+03 5.63545469e+05 1.19118021e-01 3.33292583e-02
6.67797369e+03 5.51857412e+04 6.67080591e+02]
iteration # 7600; log-lik = 233149.238833
[ 4.46387225e+05 4.58551698e+06 2.76315719e+04 6.20086154e+04
8.07690481e+03 6.30679465e+04 3.54531235e+04 1.16798402e+03
4.02722359e+03 5.73554348e+03 1.77543013e+04 4.67856818e+02
1.52845447e+04 6.06883951e+03 1.01672379e+01 5.29628606e+02
3.36207194e+02 1.18846074e+04 7.85653600e+03 2.52500481e+07
2.74513494e+03 5.58958922e+05 1.19222279e-01 3.33487652e-02
6.68412980e+03 5.50799866e+04 6.65846355e+02]
iteration # 7700; log-lik = 233149.241906
[ 4.47195842e+05 4.60152051e+06 2.76651196e+04 6.20293600e+04
8.07381817e+03 6.30493698e+04 3.54031225e+04 1.16340935e+03
4.03005870e+03 5.72790730e+03 1.77647884e+04 4.68159958e+02
1.52960012e+04 6.05260019e+03 1.01132335e+01 5.28129832e+02
3.35573709e+02 1.18855235e+04 7.85591106e+03 2.54847941e+07
2.74164832e+03 5.63588665e+05 1.19097624e-01 3.33113181e-02
6.69154648e+03 5.50767839e+04 6.65581516e+02]
iteration # 7800; log-lik = 233149.243300
[ 4.46318414e+05 4.59865765e+06 2.76709821e+04 6.20305539e+04
8.07094603e+03 6.30335362e+04 3.54635988e+04 1.16534564e+03
4.02847681e+03 5.73326608e+03 1.77643150e+04 4.68822270e+02
1.53066920e+04 6.04985156e+03 1.00922546e+01 5.27078332e+02
3.35035329e+02 1.18812986e+04 7.85279781e+03 2.55572701e+07
2.73885811e+03 5.64647423e+05 1.19074140e-01 3.32991434e-02
6.69980490e+03 5.50739314e+04 6.65494386e+02]
iteration # 7900; log-lik = 233149.244077
[ 4.46869680e+05 4.59796788e+06 2.76783568e+04 6.20293146e+04
8.07402303e+03 6.30430766e+04 3.55269150e+04 1.16574049e+03
4.03132124e+03 5.73354537e+03 1.77720513e+04 4.68952204e+02
1.52803967e+04 6.04714741e+03 1.00941473e+01 5.26174390e+02
3.34488429e+02 1.18802452e+04 7.85666906e+03 2.55394427e+07
2.73632083e+03 5.64097063e+05 1.19066264e-01 3.32966486e-02
6.70799303e+03 5.50470408e+04 6.65394385e+02]
iteration # 8000; log-lik = 233149.244566
[ 4.47007833e+05 4.59111276e+06 2.76785200e+04 6.20320183e+04
8.07488538e+03 6.30478181e+04 3.55973939e+04 1.16705714e+03
4.03132294e+03 5.73575147e+03 1.77728584e+04 4.69169960e+02
1.52583748e+04 6.04880910e+03 1.01041650e+01 5.25535717e+02
3.34083136e+02 1.18785966e+04 7.85562536e+03 2.55082408e+07
2.73586142e+03 5.63281484e+05 1.19075183e-01 3.33006039e-02
6.71240563e+03 5.50331381e+04 6.65176267e+02]
iteration # 8100; log-lik = 233149.244889
[ 4.47230205e+05 4.59514374e+06 2.76822448e+04 6.20254675e+04
8.07499750e+03 6.30450124e+04 3.55822285e+04 1.16688563e+03
4.03135745e+03 5.73592105e+03 1.77736848e+04 4.69077908e+02
1.52600281e+04 6.04876095e+03 1.00860386e+01 5.25134221e+02
3.33713886e+02 1.18769178e+04 7.85609516e+03 2.55704519e+07
2.73591072e+03 5.64700409e+05 1.19033061e-01 3.32864063e-02
6.71329378e+03 5.50312506e+04 6.65206407e+02]
iteration # 8200; log-lik = 233149.246154
[ 4.47253868e+05 4.58684588e+06 2.76992872e+04 6.20616354e+04
8.07482554e+03 6.30538645e+04 3.56109054e+04 1.16963764e+03
4.02886460e+03 5.74418681e+03 1.77746899e+04 4.69268079e+02
1.52297689e+04 6.04410344e+03 1.01046293e+01 5.24890642e+02
3.33557749e+02 1.18755019e+04 7.85529867e+03 2.54553184e+07
2.73827027e+03 5.62183031e+05 1.19116724e-01 3.32951749e-02
6.71416521e+03 5.50458666e+04 6.65219741e+02]
iteration # 8300; log-lik = 233149.250288
[ 4.44305174e+05 4.56620721e+06 2.76921456e+04 6.20630999e+04
8.07886570e+03 6.30670193e+04 3.57071289e+04 1.17532790e+03
4.02588663e+03 5.74885791e+03 1.77872370e+04 4.69029781e+02
1.52512642e+04 6.03891504e+03 1.01039391e+01 5.25776611e+02
3.33640861e+02 1.18725206e+04 7.85061186e+03 2.54126587e+07
2.73812000e+03 5.60833893e+05 1.19190500e-01 3.32928633e-02
6.72122320e+03 5.50357236e+04 6.65009742e+02]
iteration # 8400; log-lik = 233149.255194
[ 4.43465177e+05 4.59571169e+06 2.76598909e+04 6.20665170e+04
8.06848864e+03 6.30414241e+04 3.56973969e+04 1.17617686e+03
4.02372222e+03 5.76090498e+03 1.78143569e+04 4.69309155e+02
1.53858503e+04 6.04528611e+03 1.00372023e+01 5.26033759e+02
3.33282233e+02 1.18816337e+04 7.85105607e+03 2.54585627e+07
2.73456385e+03 5.61016921e+05 1.19239489e-01 3.32803813e-02
6.73243223e+03 5.51308825e+04 6.65968095e+02]
iteration # 8500; log-lik = 233149.263126
[ 4.42118441e+05 4.53229854e+06 2.76347010e+04 6.21385814e+04
8.09726912e+03 6.31562366e+04 3.57919579e+04 1.18571549e+03
4.02675110e+03 5.74210467e+03 1.77781807e+04 4.69011120e+02
1.52202800e+04 6.02857927e+03 1.01509909e+01 5.27826661e+02
3.34444574e+02 1.18666212e+04 7.86126690e+03 2.51885708e+07
2.73462868e+03 5.55069756e+05 1.19313812e-01 3.33072826e-02
6.73983247e+03 5.50205021e+04 6.64191399e+02]
iteration # 8600; log-lik = 233149.280390
[ 4.40188884e+05 4.51087893e+06 2.75873109e+04 6.20718874e+04
8.11177073e+03 6.32283597e+04 3.59531586e+04 1.19855493e+03
4.02674968e+03 5.72429196e+03 1.77676186e+04 4.68373588e+02
1.53003485e+04 6.06969969e+03 1.01648799e+01 5.29799738e+02
3.34222492e+02 1.18708772e+04 7.88096706e+03 2.48427959e+07
2.74309762e+03 5.49242350e+05 1.19389219e-01 3.33151379e-02
6.71733031e+03 5.51159816e+04 6.65086005e+02]
iteration # 8700; log-lik = 233149.295795
[ 4.44491427e+05 4.56429078e+06 2.75547813e+04 6.19792367e+04
8.11508682e+03 6.32898150e+04 3.57442224e+04 1.19812569e+03
4.02694635e+03 5.72159515e+03 1.77200281e+04 4.68469220e+02
1.53262269e+04 6.09758055e+03 1.00812907e+01 5.29488562e+02
3.33155070e+02 1.18826998e+04 7.89515969e+03 2.50978442e+07
2.72971235e+03 5.54937084e+05 1.19203514e-01 3.32975323e-02
6.74140052e+03 5.50471969e+04 6.65266812e+02]
iteration # 8800; log-lik = 233149.306638
[ 4.44475551e+05 4.61291865e+06 2.75431603e+04 6.18972870e+04
8.11230135e+03 6.32806042e+04 3.55272207e+04 1.19432715e+03
4.02643303e+03 5.69203820e+03 1.76772969e+04 4.69746133e+02
1.54679337e+04 6.10191237e+03 9.96034918e+00 5.28775023e+02
3.32611213e+02 1.18940222e+04 7.90932424e+03 2.55064366e+07
2.72454561e+03 5.63525735e+05 1.18912126e-01 3.32224416e-02
6.74217501e+03 5.51201744e+04 6.66026256e+02]
iteration # 8900; log-lik = 233149.318219
[ 4.43434627e+05 4.66102741e+06 2.75518888e+04 6.18861503e+04
8.08796533e+03 6.32043698e+04 3.54262845e+04 1.18835585e+03
4.01834410e+03 5.70668580e+03 1.76685688e+04 4.71125306e+02
1.56317415e+04 6.09292843e+03 9.86565442e+00 5.29045446e+02
3.33364252e+02 1.19092421e+04 7.89875686e+03 2.57402581e+07
2.72015849e+03 5.67476201e+05 1.18897994e-01 3.32256194e-02
6.75341251e+03 5.51982783e+04 6.66858944e+02]
iteration # 9000; log-lik = 233149.339518
[ 4.41942620e+05 4.69348244e+06 2.75429531e+04 6.18419186e+04
8.06825869e+03 6.31376446e+04 3.54764962e+04 1.18399760e+03
4.01492642e+03 5.71637926e+03 1.76513096e+04 4.72303158e+02
1.58022953e+04 6.09523415e+03 9.84051044e+00 5.27866876e+02
3.34278198e+02 1.19217399e+04 7.90043627e+03 2.56061710e+07
2.72303010e+03 5.64402831e+05 1.19021136e-01 3.32135499e-02
6.76123776e+03 5.52831736e+04 6.67680344e+02]
iteration # 9100; log-lik = 233149.404053
[ 4.28406441e+05 4.78939333e+06 2.76086386e+04 6.18586538e+04
8.03604499e+03 6.30221623e+04 3.58013860e+04 1.20600997e+03
3.99408411e+03 5.72083585e+03 1.76421346e+04 4.76313454e+02
1.66431191e+04 6.10902254e+03 9.35475379e+00 5.30073023e+02
3.36944900e+02 1.19257190e+04 7.92302884e+03 2.58411334e+07
2.72716670e+03 5.67987592e+05 1.19121312e-01 3.31609328e-02
6.82062645e+03 5.55492284e+04 6.71412893e+02]
iteration # 9200; log-lik = 233149.416691
[ 4.26519937e+05 4.76521023e+06 2.76245236e+04 6.18487299e+04
8.04271658e+03 6.30477361e+04 3.59314172e+04 1.21667292e+03
3.99126983e+03 5.73902547e+03 1.76406279e+04 4.77275339e+02
1.66220243e+04 6.11214022e+03 9.41930404e+00 5.27469969e+02
3.37675819e+02 1.19244255e+04 7.93763659e+03 2.54259373e+07
2.73036845e+03 5.58768796e+05 1.19385821e-01 3.31752854e-02
6.84261823e+03 5.54140697e+04 6.70640442e+02]
iteration # 9300; log-lik = 233149.426388
[ 4.23927996e+05 4.76903030e+06 2.76248515e+04 6.18413657e+04
8.03762844e+03 6.30202411e+04 3.58829774e+04 1.21518110e+03
3.98778940e+03 5.73503509e+03 1.76639569e+04 4.76442129e+02
1.67422839e+04 6.11490897e+03 9.39230883e+00 5.29722457e+02
3.39682544e+02 1.19369012e+04 7.93295492e+03 2.55076378e+07
2.72814609e+03 5.61301908e+05 1.19403919e-01 3.31890711e-02
6.82287156e+03 5.54144607e+04 6.70619776e+02]
iteration # 9400; log-lik = 233149.439746
[ 4.23496302e+05 4.80371710e+06 2.76130929e+04 6.19191935e+04
8.04033155e+03 6.30098928e+04 3.57415785e+04 1.21046533e+03
3.99014276e+03 5.72155060e+03 1.77014700e+04 4.74749192e+02
1.68770783e+04 6.10847512e+03 9.29684644e+00 5.33372069e+02
3.42433367e+02 1.19444522e+04 7.94196316e+03 2.56870895e+07
2.72428217e+03 5.66361710e+05 1.19325429e-01 3.32000787e-02
6.81702032e+03 5.54148718e+04 6.70811049e+02]
iteration # 9500; log-lik = 233149.453919
[ 4.21958530e+05 4.76436482e+06 2.75746006e+04 6.19471758e+04
8.05886720e+03 6.30647358e+04 3.60680114e+04 1.21658071e+03
3.99824178e+03 5.70417193e+03 1.77240881e+04 4.73708330e+02
1.68383380e+04 6.11491913e+03 9.27728027e+00 5.35552076e+02
3.44128626e+02 1.19347305e+04 7.94879484e+03 2.57286738e+07
2.71919649e+03 5.68402079e+05 1.19206912e-01 3.32715876e-02
6.81550859e+03 5.51828818e+04 6.68955345e+02]
iteration # 9600; log-lik = 233149.467564
[ 4.22299041e+05 4.83797230e+06 2.75316984e+04 6.18333737e+04
8.03338092e+03 6.29686085e+04 3.60700841e+04 1.20873165e+03
3.99870632e+03 5.72629217e+03 1.77869062e+04 4.74127240e+02
1.70444037e+04 6.12383150e+03 9.13586064e+00 5.31991931e+02
3.40882898e+02 1.19454585e+04 7.94155757e+03 2.61778816e+07
2.71731365e+03 5.77742324e+05 1.19014640e-01 3.31950355e-02
6.83002574e+03 5.52470490e+04 6.70069526e+02]
iteration # 9700; log-lik = 233149.479919
[ 4.13595976e+05 4.78662918e+06 2.75031428e+04 6.18227294e+04
8.03757540e+03 6.29926511e+04 3.63623940e+04 1.22780715e+03
3.98911136e+03 5.72821898e+03 1.78012152e+04 4.74653456e+02
1.72349056e+04 6.12866529e+03 9.10217867e+00 5.33971133e+02
3.43602478e+02 1.19473916e+04 7.94387496e+03 2.60407032e+07
2.72201244e+03 5.75426263e+05 1.19163847e-01 3.32338092e-02
6.82363904e+03 5.51038654e+04 6.68512769e+02]
iteration # 9800; log-lik = 233149.506784
[ 4.10089085e+05 4.77496460e+06 2.74191280e+04 6.16528821e+04
8.02686596e+03 6.29781910e+04 3.64923744e+04 1.23545716e+03
3.98200312e+03 5.74158426e+03 1.77827069e+04 4.73479163e+02
1.73640818e+04 6.15740290e+03 8.99839655e+00 5.34953477e+02
3.41828186e+02 1.19472774e+04 7.91745471e+03 2.65623330e+07
2.72545629e+03 5.86920925e+05 1.18892828e-01 3.32037553e-02
6.80810812e+03 5.50131810e+04 6.67221953e+02]
iteration # 9900; log-lik = 233149.540059
[ 4.08030504e+05 4.76317989e+06 2.74383916e+04 6.16756493e+04
8.03951741e+03 6.29505266e+04 3.62726136e+04 1.23115994e+03
3.98576088e+03 5.69170182e+03 1.77265379e+04 4.71343957e+02
1.73783511e+04 6.14062782e+03 8.87264173e+00 5.36801083e+02
3.44532042e+02 1.19289173e+04 7.91630722e+03 2.73717457e+07
2.72769725e+03 6.05820771e+05 1.18360418e-01 3.31189871e-02
6.77210153e+03 5.48401113e+04 6.64885681e+02]
iteration # 10000; log-lik = 233149.589964
[ 3.99767946e+05 4.69559816e+06 2.74852814e+04 6.15734307e+04
8.06210700e+03 6.29828364e+04 3.63832175e+04 1.26143865e+03
3.98334594e+03 5.68042205e+03 1.76991130e+04 4.67977202e+02
1.75197773e+04 6.16118004e+03 8.68858801e+00 5.35357284e+02
3.44100307e+02 1.19020853e+04 7.91686073e+03 2.79830619e+07
2.73868039e+03 6.21351818e+05 1.18005131e-01 3.29537472e-02
6.75430442e+03 5.45592552e+04 6.60959705e+02]
iteration # 10100; log-lik = 233149.725254
[ 3.88100333e+05 4.95737084e+06 2.74926709e+04 6.12289393e+04
7.93116979e+03 6.25778489e+04 3.66767536e+04 1.26700497e+03
3.97130158e+03 5.77594391e+03 1.78548728e+04 4.71401034e+02
1.88875459e+04 6.18269214e+03 8.10058812e+00 5.21261241e+02
3.40219762e+02 1.20055448e+04 7.92073805e+03 2.91787703e+07
2.75362969e+03 6.48070886e+05 1.17811707e-01 3.26868345e-02
6.73326789e+03 5.47247441e+04 6.61662482e+02]
iteration # 10200; log-lik = 233149.860824
[ 3.66562431e+05 5.24674554e+06 2.73408377e+04 6.08848437e+04
7.86948861e+03 6.23839846e+04 3.77164014e+04 1.30561602e+03
4.00314276e+03 5.75060070e+03 1.79713698e+04 4.69089020e+02
2.08891361e+04 6.18602060e+03 7.15264318e+00 5.20964972e+02
3.39148523e+02 1.20972131e+04 8.00340229e+03 3.14434268e+07
2.75034226e+03 6.99208077e+05 1.16735553e-01 3.23302833e-02
6.70822040e+03 5.48129868e+04 6.61352665e+02]
iteration # 10300; log-lik = 233150.066531
[ 3.53375534e+05 5.32726938e+06 2.73308025e+04 6.08429317e+04
7.87451788e+03 6.23403917e+04 3.88868111e+04 1.36269965e+03
4.00683229e+03 5.66762282e+03 1.78483637e+04 4.72654481e+02
2.17870259e+04 6.19088387e+03 6.47402519e+00 5.19124653e+02
3.37455418e+02 1.21018395e+04 8.04421104e+03 3.40840157e+07
2.74560868e+03 7.53561305e+05 1.15400727e-01 3.21382602e-02
6.74055908e+03 5.44730681e+04 6.58094274e+02]
iteration # 10400; log-lik = 233150.325284
[ 3.33720818e+05 5.60370334e+06 2.73123227e+04 6.07991394e+04
7.79538449e+03 6.19968049e+04 4.11267507e+04 1.39821763e+03
4.06162089e+03 5.68069419e+03 1.81529286e+04 4.67078702e+02
2.41468037e+04 6.23083476e+03 5.85923359e+00 5.25889660e+02
3.45316355e+02 1.22606831e+04 8.09083982e+03 3.43801857e+07
2.72994418e+03 7.59380922e+05 1.15621340e-01 3.21440306e-02
6.74659984e+03 5.46510832e+04 6.58153339e+02]
iteration # 10500; log-lik = 233150.486968
[ 3.35752217e+05 5.66196053e+06 2.75417359e+04 6.12667801e+04
7.81509302e+03 6.20356104e+04 4.14010174e+04 1.42844757e+03
4.09227379e+03 5.60881763e+03 1.80922259e+04 4.62632165e+02
2.42931791e+04 6.20187261e+03 5.62357186e+00 5.26520381e+02
3.49432030e+02 1.22842334e+04 8.14465451e+03 3.42578764e+07
2.77435983e+03 7.57543892e+05 1.15555288e-01 3.20375056e-02
6.72719872e+03 5.46778097e+04 6.54827194e+02]
iteration # 10600; log-lik = 233150.547509
[ 3.37071255e+05 5.76859135e+06 2.76659643e+04 6.12931374e+04
7.81158506e+03 6.19558040e+04 4.10909843e+04 1.42448547e+03
4.10090606e+03 5.58359528e+03 1.80883005e+04 4.61653962e+02
2.46084896e+04 6.19952210e+03 5.52299084e+00 5.24140444e+02
3.51368640e+02 1.23164127e+04 8.18598702e+03 3.42328467e+07
2.79184080e+03 7.59589647e+05 1.15501306e-01 3.19352986e-02
6.70747825e+03 5.47729571e+04 6.56003866e+02]
iteration # 10700; log-lik = 233150.638799
[ 3.42573587e+05 6.18575650e+06 2.76395512e+04 6.11071981e+04
7.74174980e+03 6.17377812e+04 4.12154858e+04 1.41821426e+03
4.10087140e+03 5.62636674e+03 1.80923516e+04 4.66522837e+02
2.59940573e+04 6.26066035e+03 5.22350847e+00 5.16055388e+02
3.47008228e+02 1.24147527e+04 8.28115854e+03 3.37305441e+07
2.82325969e+03 7.49574548e+05 1.15594358e-01 3.18190444e-02
6.74092626e+03 5.54120512e+04 6.65950344e+02]
iteration # 10800; log-lik = 233150.743216
[ 3.47598252e+05 6.28780828e+06 2.77161633e+04 6.13305430e+04
7.75856809e+03 6.17099347e+04 4.12355940e+04 1.39794194e+03
4.13236311e+03 5.57975443e+03 1.80524910e+04 4.62277437e+02
2.61080978e+04 6.23057173e+03 5.17343338e+00 5.24571159e+02
3.54170377e+02 1.24531217e+04 8.32046778e+03 3.30310223e+07
2.82582779e+03 7.37007793e+05 1.15711847e-01 3.18903695e-02
6.74057916e+03 5.56114337e+04 6.67893369e+02]
iteration # 10900; log-lik = 233150.829117
[ 3.42889329e+05 6.77068818e+06 2.77870977e+04 6.12535365e+04
7.67992166e+03 6.13625256e+04 4.13629272e+04 1.40181446e+03
4.13644008e+03 5.57431089e+03 1.80074798e+04 4.62569667e+02
2.83983742e+04 6.23185881e+03 4.60200229e+00 5.20297551e+02
3.55878881e+02 1.25518009e+04 8.38256409e+03 3.50846339e+07
2.84838164e+03 7.82031308e+05 1.14951180e-01 3.15797461e-02
6.76976182e+03 5.58714335e+04 6.71104291e+02]
iteration # 11000; log-lik = 233150.925266
[ 3.43757031e+05 7.30693286e+06 2.78374057e+04 6.12848131e+04
7.59231678e+03 6.09591915e+04 4.11390167e+04 1.37504204e+03
4.12998538e+03 5.55817804e+03 1.80198086e+04 4.61445107e+02
3.03757826e+04 6.19563764e+03 4.05569766e+00 5.16748657e+02
3.54767711e+02 1.26390429e+04 8.39006354e+03 3.92667129e+07
2.85545282e+03 8.76544055e+05 1.13463460e-01 3.12610207e-02
6.74912394e+03 5.60106581e+04 6.73113998e+02]
iteration # 11100; log-lik = 233150.965359
[ 3.38184924e+05 7.84393755e+06 2.78731537e+04 6.12318693e+04
7.52788375e+03 6.06825796e+04 4.13190246e+04 1.37924007e+03
4.13132231e+03 5.53012417e+03 1.80040448e+04 4.60964858e+02
3.29321603e+04 6.17675676e+03 3.53676254e+00 5.15085914e+02
3.54008567e+02 1.27182158e+04 8.42603772e+03 4.37858682e+07
2.83860838e+03 9.75425065e+05 1.12078404e-01 3.09244092e-02
6.79052454e+03 5.60715546e+04 6.74360480e+02]
iteration # 11200; log-lik = 233151.055263
[ 3.45323963e+05 8.07624649e+06 2.78469929e+04 6.13315293e+04
7.51721765e+03 6.05465068e+04 4.03745070e+04 1.34407600e+03
4.12833209e+03 5.47638099e+03 1.79195662e+04 4.61658017e+02
3.32972580e+04 6.16637709e+03 3.45697598e+00 5.20352124e+02
3.54440285e+02 1.27561549e+04 8.43366896e+03 4.51550897e+07
2.82342397e+03 1.00313317e+06 1.11558264e-01 3.08347976e-02
6.75983154e+03 5.66734132e+04 6.81133523e+02]
iteration # 11300; log-lik = 233151.138669
[ 3.43618556e+05 8.78486257e+06 2.78910390e+04 6.13854414e+04
7.39691733e+03 6.00643158e+04 4.03023647e+04 1.33320524e+03
4.10772107e+03 5.52250017e+03 1.79761300e+04 4.66435466e+02
3.61724913e+04 6.13860366e+03 3.01767199e+00 5.12280161e+02
3.48560058e+02 1.28571163e+04 8.42693376e+03 5.07462358e+07
2.79155353e+03 1.11795465e+06 1.10347689e-01 3.04926539e-02
6.80075739e+03 5.71672934e+04 6.87028305e+02]
iteration # 11400; log-lik = 233151.199905
[ 3.42251007e+05 9.23598548e+06 2.81202949e+04 6.15223239e+04
7.32393156e+03 5.97020977e+04 4.01842396e+04 1.33016170e+03
4.10016071e+03 5.52238664e+03 1.79785859e+04 4.67944454e+02
3.82250602e+04 6.10783703e+03 2.74527336e+00 5.03653380e+02
3.46939768e+02 1.29319684e+04 8.43311428e+03 5.45096015e+07
2.79673173e+03 1.20180705e+06 1.09572122e-01 3.01751101e-02
6.78322913e+03 5.74273608e+04 6.88758875e+02]
iteration # 11500; log-lik = 233151.247073
[ 3.38170777e+05 9.48304360e+06 2.81629322e+04 6.15111450e+04
7.27580087e+03 5.95175328e+04 4.05860286e+04 1.34557812e+03
4.09322779e+03 5.53990218e+03 1.79979777e+04 4.69453279e+02
3.96970969e+04 6.11507924e+03 2.54889359e+00 4.98565021e+02
3.42698702e+02 1.29524182e+04 8.41943555e+03 5.84257457e+07
2.78300780e+03 1.28636861e+06 1.08776800e-01 2.99959758e-02
6.78338596e+03 5.73914269e+04 6.88513024e+02]
iteration # 11600; log-lik = 233151.309606
[ 3.30145747e+05 9.47201160e+06 2.81624243e+04 6.15251608e+04
7.27103392e+03 5.95026525e+04 4.13414380e+04 1.39836277e+03
4.08835817e+03 5.55262029e+03 1.80365581e+04 4.69566941e+02
4.08338483e+04 6.16421442e+03 2.41073493e+00 4.97162627e+02
3.40013995e+02 1.29355940e+04 8.42691252e+03 6.05532560e+07
2.78647850e+03 1.33561449e+06 1.08342652e-01 2.99149390e-02
6.77529110e+03 5.71672396e+04 6.86908824e+02]
iteration # 11700; log-lik = 233151.475195
[ 3.19006598e+05 9.35897239e+06 2.79671443e+04 6.14538568e+04
7.26890184e+03 5.94243732e+04 4.17926508e+04 1.41449090e+03
4.07858530e+03 5.55769983e+03 1.79409575e+04 4.63986510e+02
4.18569244e+04 6.15822638e+03 2.33200337e+00 5.11827607e+02
3.43187410e+02 1.28964979e+04 8.38407505e+03 6.20374891e+07
2.81162077e+03 1.37913038e+06 1.07989327e-01 2.98745192e-02
6.68604897e+03 5.72559978e+04 6.88632757e+02]
iteration # 11800; log-lik = 233151.629545
[ 3.02432126e+05 1.02532770e+07 2.80990496e+04 6.15630504e+04
7.11850484e+03 5.86998911e+04 4.35198529e+04 1.44669154e+03
4.08243550e+03 5.61723551e+03 1.80918561e+04 4.65925562e+02
4.78826102e+04 6.15665970e+03 1.91405664e+00 5.05824264e+02
3.42729371e+02 1.30043744e+04 8.38538961e+03 6.96375997e+07
2.82446609e+03 1.54552496e+06 1.06959894e-01 2.95225807e-02
6.69372625e+03 5.75910187e+04 6.93150848e+02]
iteration # 11900; log-lik = 233151.873969
[ 3.04462322e+05 1.03671440e+07 2.79210598e+04 6.15422412e+04
7.10164061e+03 5.86378293e+04 4.21534553e+04 1.41657470e+03
4.06945354e+03 5.66525463e+03 1.79136272e+04 4.64495034e+02
4.80634628e+04 6.18740985e+03 1.96237975e+00 5.21560948e+02
3.46895002e+02 1.29721073e+04 8.34101166e+03 6.77009287e+07
2.83198113e+03 1.51129946e+06 1.07497638e-01 2.95877759e-02
6.66956739e+03 5.82783580e+04 7.01531888e+02]
iteration # 12000; log-lik = 233152.272369
[ 2.83949500e+05 1.29040498e+07 2.78986659e+04 6.19470315e+04
6.88899293e+03 5.76367250e+04 4.23903842e+04 1.45550505e+03
4.08473749e+03 5.63915010e+03 1.78718424e+04 4.63303304e+02
6.32759761e+04 6.14717647e+03 1.27283971e+00 5.31726061e+02
3.51399574e+02 1.31770619e+04 8.44067189e+03 9.13664266e+07
2.80529169e+03 2.04263242e+06 1.04281422e-01 2.86993803e-02
6.68857093e+03 5.92012752e+04 7.14654530e+02]
iteration # 12100; log-lik = 233152.566105
[ 2.88541846e+05 1.44776996e+07 2.77238646e+04 6.20049866e+04
6.80546992e+03 5.73173502e+04 4.29404681e+04 1.49387676e+03
4.11100114e+03 5.68527706e+03 1.76076696e+04 4.58664202e+02
7.07502334e+04 6.21801718e+03 1.04199998e+00 5.25157112e+02
3.48114302e+02 1.33173414e+04 8.57785142e+03 9.91099584e+07
2.86486896e+03 2.25376046e+06 1.03051543e-01 2.81906925e-02
6.66985413e+03 5.92908537e+04 7.20478261e+02]
iteration # 12200; log-lik = 233152.760502
[ 2.73285890e+05 1.78617855e+07 2.77072054e+04 6.21352790e+04
6.57885191e+03 5.62875127e+04 4.36786092e+04 1.52189602e+03
4.14367628e+03 5.69046335e+03 1.77929158e+04 4.55228098e+02
9.07043744e+04 6.18541347e+03 6.82078083e-01 5.13952687e+02
3.43774838e+02 1.35535864e+04 8.65000274e+03 1.38533209e+08
2.87367369e+03 3.18102164e+06 9.93847326e-02 2.72673529e-02
6.59746547e+03 5.92367560e+04 7.21911331e+02]
iteration # 12300; log-lik = 233152.849228
[ 2.78272866e+05 1.93681817e+07 2.78130944e+04 6.21725173e+04
6.51471637e+03 5.59889139e+04 4.25755871e+04 1.49799195e+03
4.12453050e+03 5.64249426e+03 1.75851545e+04 4.59074686e+02
9.66060521e+04 6.15688116e+03 6.04500383e-01 5.07647250e+02
3.40830979e+02 1.36602645e+04 8.68881437e+03 1.54142888e+08
2.87013516e+03 3.52966027e+06 9.80785136e-02 2.68980587e-02
6.60729798e+03 5.97481561e+04 7.27259800e+02]
iteration # 12400; log-lik = 233152.893389
[ 2.78328946e+05 2.17945695e+07 2.78138208e+04 6.21907831e+04
6.40111223e+03 5.55016312e+04 4.27164982e+04 1.49529598e+03
4.13941960e+03 5.64015465e+03 1.75556789e+04 4.58963479e+02
1.08288574e+05 6.14654039e+03 4.92306642e-01 4.96728858e+02
3.35814233e+02 1.38157398e+04 8.74573817e+03 1.79988589e+08
2.88786420e+03 4.13632173e+06 9.63228033e-02 2.64109567e-02
6.59245743e+03 5.98538831e+04 7.29422308e+02]
iteration # 12500; log-lik = 233152.921170
[ 2.78169750e+05 2.24484839e+07 2.78651974e+04 6.22631387e+04
6.36150934e+03 5.52945971e+04 4.21391899e+04 1.47729773e+03
4.12432811e+03 5.63999523e+03 1.75063761e+04 4.61583323e+02
1.11455110e+05 6.12442702e+03 4.67959401e-01 4.96838512e+02
3.35065385e+02 1.38306108e+04 8.71477173e+03 1.90943455e+08
2.87036791e+03 4.37484613e+06 9.57932067e-02 2.62891091e-02
6.59569124e+03 6.01456214e+04 7.32890484e+02]
iteration # 12600; log-lik = 233152.949620
[ 2.76639725e+05 2.42273887e+07 2.78161041e+04 6.22378484e+04
6.28581836e+03 5.49450931e+04 4.21808613e+04 1.48086083e+03
4.13158319e+03 5.65630929e+03 1.74688927e+04 4.62608357e+02
1.21135387e+05 6.14735442e+03 4.09122848e-01 4.92952000e+02
3.33129639e+02 1.39284062e+04 8.74757401e+03 2.10401877e+08
2.86637855e+03 4.82718842e+06 9.47718830e-02 2.60175940e-02
6.59021112e+03 6.03197076e+04 7.37013827e+02]
iteration # 12700; log-lik = 233153.022376
[ 2.72162798e+05 2.37633817e+07 2.77912330e+04 6.21883266e+04
6.29523679e+03 5.50309575e+04 4.23430908e+04 1.48754215e+03
4.13745141e+03 5.65181862e+03 1.75790041e+04 4.60633069e+02
1.20840639e+05 6.13324005e+03 4.15206150e-01 4.95817043e+02
3.35793654e+02 1.39370501e+04 8.71321550e+03 2.10969938e+08
2.85587308e+03 4.82560707e+06 9.49097236e-02 2.61009508e-02
6.60147365e+03 5.98898732e+04 7.30974641e+02]
iteration # 12800; log-lik = 233153.084123
[ 2.74571173e+05 2.51115945e+07 2.77796514e+04 6.21657057e+04
6.24848045e+03 5.48205435e+04 4.16436563e+04 1.46250355e+03
4.14901060e+03 5.63432043e+03 1.75981083e+04 4.62745554e+02
1.26922607e+05 6.14203455e+03 3.87605253e-01 4.95615426e+02
3.35104272e+02 1.40117490e+04 8.73140273e+03 2.23219757e+08
2.85216003e+03 5.08908776e+06 9.43613584e-02 2.59877620e-02
6.60631817e+03 6.02103952e+04 7.36087456e+02]
iteration # 12900; log-lik = 233153.118078
[ 2.72630687e+05 2.42873063e+07 2.77248224e+04 6.21262591e+04
6.28206452e+03 5.50241083e+04 4.19993733e+04 1.47033927e+03
4.16827824e+03 5.61957434e+03 1.76180953e+04 4.63911537e+02
1.23518055e+05 6.13165695e+03 4.16239468e-01 4.99287655e+02
3.38246832e+02 1.40141853e+04 8.74616832e+03 2.07252650e+08
2.84965804e+03 4.69839342e+06 9.52069208e-02 2.61777949e-02
6.63223144e+03 6.01948361e+04 7.34408616e+02]
iteration # 13000; log-lik = 233153.144666
[ 2.70591387e+05 2.29652344e+07 2.77440586e+04 6.21884300e+04
6.33088877e+03 5.52578666e+04 4.18753459e+04 1.48090645e+03
4.17076429e+03 5.61836382e+03 1.76624454e+04 4.63025191e+02
1.18204585e+05 6.12482909e+03 4.51654146e-01 5.05177811e+02
3.42168101e+02 1.39400267e+04 8.71025456e+03 1.94904232e+08
2.85372378e+03 4.41520403e+06 9.59930386e-02 2.63946549e-02
6.63899728e+03 5.99021279e+04 7.30261334e+02]
iteration # 13100; log-lik = 233153.170579
[ 2.70437061e+05 2.25262459e+07 2.77129348e+04 6.21506149e+04
6.34917924e+03 5.54306414e+04 4.24316363e+04 1.49474815e+03
4.18680725e+03 5.64645068e+03 1.77454315e+04 4.64065763e+02
1.16166882e+05 6.13817099e+03 4.76508816e-01 5.06629382e+02
3.41652928e+02 1.39479429e+04 8.73843378e+03 1.80599081e+08
2.85711995e+03 4.08559895e+06 9.68894483e-02 2.65662101e-02
6.66190659e+03 6.00418878e+04 7.31931396e+02]
iteration # 13200; log-lik = 233153.185988
[ 2.71038324e+05 2.25324676e+07 2.77350272e+04 6.22038844e+04
6.35612248e+03 5.54599974e+04 4.24526332e+04 1.49599540e+03
4.19684730e+03 5.62851387e+03 1.76883710e+04 4.66234741e+02
1.15691304e+05 6.11139998e+03 4.79350222e-01 5.06965630e+02
3.41714065e+02 1.39567308e+04 8.76216769e+03 1.78016147e+08
2.85739773e+03 4.02022361e+06 9.69971163e-02 2.65741641e-02
6.66716910e+03 6.01816226e+04 7.33587819e+02]
iteration # 13300; log-lik = 233153.202156
[ 2.68589002e+05 2.16805556e+07 2.78024436e+04 6.22951131e+04
6.38976764e+03 5.56614714e+04 4.29274940e+04 1.52759379e+03
4.20781138e+03 5.64501023e+03 1.77387990e+04 4.65973143e+02
1.12851684e+05 6.11244320e+03 5.02871341e-01 5.08948491e+02
3.43873839e+02 1.39230632e+04 8.76098979e+03 1.68131449e+08
2.86102469e+03 3.79287307e+06 9.77519942e-02 2.67405118e-02
6.69293868e+03 5.99019462e+04 7.29977482e+02]
iteration # 13400; log-lik = 233153.231435
[ 2.72609429e+05 2.10844626e+07 2.79004306e+04 6.24094983e+04
6.41642299e+03 5.58355166e+04 4.26528321e+04 1.51475894e+03
4.20747308e+03 5.65654829e+03 1.77649997e+04 4.66083710e+02
1.08121526e+05 6.07611997e+03 5.37981046e-01 5.11473038e+02
3.45600422e+02 1.39088528e+04 8.75003246e+03 1.59155573e+08
2.85481712e+03 3.58477335e+06 9.84396646e-02 2.69258314e-02
6.69607465e+03 5.98873302e+04 7.29463438e+02]
iteration # 13500; log-lik = 233153.252812
[ 2.70954181e+05 2.17708981e+07 2.78896029e+04 6.25006698e+04
6.39787016e+03 5.57657910e+04 4.28220821e+04 1.51864191e+03
4.22548477e+03 5.62905799e+03 1.77391309e+04 4.66187083e+02
1.11538903e+05 6.02755057e+03 5.08946940e-01 5.12877607e+02
3.46822208e+02 1.39734793e+04 8.79529362e+03 1.64326687e+08
2.85830042e+03 3.70075921e+06 9.80497870e-02 2.68293446e-02
6.68320012e+03 5.99271977e+04 7.30384680e+02]
iteration # 13600; log-lik = 233153.268277
[ 2.72762210e+05 2.20696046e+07 2.79811348e+04 6.26308057e+04
6.38747679e+03 5.57273953e+04 4.28264376e+04 1.52067863e+03
4.22544107e+03 5.63605881e+03 1.77061404e+04 4.65295885e+02
1.12058773e+05 6.00717917e+03 4.96138820e-01 5.12984141e+02
3.47056935e+02 1.39930908e+04 8.80147595e+03 1.66815915e+08
2.86037774e+03 3.76126521e+06 9.78892185e-02 2.67994427e-02
6.67629768e+03 5.99320714e+04 7.30649028e+02]
iteration # 13700; log-lik = 233153.274301
[ 2.72308946e+05 2.19477215e+07 2.80405141e+04 6.27130514e+04
6.38360285e+03 5.57103365e+04 4.27377577e+04 1.51813688e+03
4.21063864e+03 5.64619725e+03 1.76991467e+04 4.65814942e+02
1.11594856e+05 5.98971296e+03 4.98027949e-01 5.14348846e+02
3.48282306e+02 1.39808295e+04 8.78230525e+03 1.66805453e+08
2.86199527e+03 3.76312190e+06 9.79619876e-02 2.68324329e-02
6.66375101e+03 5.99413717e+04 7.31136481e+02]
iteration # 13800; log-lik = 233153.277258
[ 2.71200642e+05 2.18130814e+07 2.80456041e+04 6.27128403e+04
6.38230394e+03 5.57287737e+04 4.28601319e+04 1.52299403e+03
4.20890048e+03 5.66022031e+03 1.76987893e+04 4.66733940e+02
1.11216222e+05 5.98779660e+03 5.04224132e-01 5.14595293e+02
3.49002917e+02 1.39786573e+04 8.77717498e+03 1.64141640e+08
2.86600043e+03 3.70235465e+06 9.82017722e-02 2.68805724e-02
6.66845193e+03 5.99217517e+04 7.30811647e+02]
iteration # 13900; log-lik = 233153.278202
[ 2.71717839e+05 2.17445559e+07 2.80414571e+04 6.27006241e+04
6.38721272e+03 5.57604344e+04 4.28759979e+04 1.52269505e+03
4.21019662e+03 5.65903522e+03 1.76980071e+04 4.66760149e+02
1.10641995e+05 5.98846154e+03 5.07733308e-01 5.14648935e+02
3.48980265e+02 1.39772836e+04 8.77754303e+03 1.63353482e+08
2.86471994e+03 3.68478569e+06 9.82450273e-02 2.69033861e-02
6.67286852e+03 5.98648117e+04 7.30296132e+02]
iteration # 14000; log-lik = 233153.278579
[ 2.71759291e+05 2.16814854e+07 2.80348030e+04 6.27048445e+04
6.39173845e+03 5.57856744e+04 4.28761726e+04 1.52513129e+03
4.21040959e+03 5.65800783e+03 1.76951133e+04 4.66673948e+02
1.10313175e+05 5.99049378e+03 5.09516793e-01 5.15141529e+02
3.48974730e+02 1.39715853e+04 8.77778235e+03 1.62903197e+08
2.86455340e+03 3.67559033e+06 9.82713233e-02 2.69147504e-02
6.67408597e+03 5.98388700e+04 7.30064597e+02]
iteration # 14100; log-lik = 233153.278954
[ 2.71514503e+05 2.15175854e+07 2.80372837e+04 6.27048491e+04
6.39853432e+03 5.58291386e+04 4.29267634e+04 1.52967333e+03
4.21015459e+03 5.65819730e+03 1.76972406e+04 4.67050245e+02
1.09616403e+05 5.99099599e+03 5.15416693e-01 5.15066889e+02
3.48945594e+02 1.39659588e+04 8.77726398e+03 1.61204779e+08
2.86517135e+03 3.63651995e+06 9.83985749e-02 2.69416233e-02
6.67720276e+03 5.97996465e+04 7.29475478e+02]
iteration # 14200; log-lik = 233153.279282
[ 2.71678948e+05 2.15155647e+07 2.80390483e+04 6.27135154e+04
6.40062520e+03 5.58430021e+04 4.29343174e+04 1.53224105e+03
4.21035395e+03 5.65771627e+03 1.76912921e+04 4.67040486e+02
1.09494743e+05 5.98893352e+03 5.14811188e-01 5.14715810e+02
3.48706103e+02 1.39659063e+04 8.78048451e+03 1.61306003e+08
2.86563704e+03 3.63967351e+06 9.83845938e-02 2.69350910e-02
6.67920240e+03 5.97656889e+04 7.29158726e+02]
iteration # 14300; log-lik = 233153.279680
[ 2.71823934e+05 2.13848522e+07 2.80417097e+04 6.27172565e+04
6.40504817e+03 5.58669862e+04 4.29636837e+04 1.53359217e+03
4.20851628e+03 5.66158945e+03 1.76867389e+04 4.67267864e+02
1.08793121e+05 5.98897029e+03 5.20243503e-01 5.14486032e+02
3.48645177e+02 1.39581964e+04 8.77743653e+03 1.59880221e+08
2.86599196e+03 3.60670834e+06 9.84907105e-02 2.69546536e-02
6.68184001e+03 5.97511964e+04 7.28934216e+02]
iteration # 14400; log-lik = 233153.279967
[ 2.71894664e+05 2.13224568e+07 2.80298227e+04 6.27132971e+04
6.40757538e+03 5.58880473e+04 4.30041182e+04 1.53549583e+03
4.20813899e+03 5.66501383e+03 1.76847397e+04 4.67432804e+02
1.08454839e+05 5.99112249e+03 5.23282763e-01 5.14548117e+02
3.48519480e+02 1.39563150e+04 8.77763053e+03 1.58884341e+08
2.86649816e+03 3.58419363e+06 9.85652477e-02 2.69701893e-02
6.68373661e+03 5.97390555e+04 7.28880431e+02]
iteration # 14500; log-lik = 233153.280148
[ 2.72102511e+05 2.12483859e+07 2.80251262e+04 6.27067868e+04
6.41139883e+03 5.59083415e+04 4.30042249e+04 1.53535092e+03
4.20832843e+03 5.66484872e+03 1.76849254e+04 4.67446217e+02
1.08027553e+05 5.99274351e+03 5.26919166e-01 5.14766105e+02
3.48566408e+02 1.39528774e+04 8.77703446e+03 1.58050733e+08
2.86552712e+03 3.56458647e+06 9.86217823e-02 2.69869415e-02
6.68496821e+03 5.97277016e+04 7.28781044e+02]
iteration # 14600; log-lik = 233153.280323
[ 2.72218802e+05 2.11272102e+07 2.80273651e+04 6.27185088e+04
6.41717632e+03 5.59362135e+04 4.29987693e+04 1.53585610e+03
4.20699512e+03 5.66346932e+03 1.76787222e+04 4.67435147e+02
1.07337626e+05 5.98970155e+03 5.31616343e-01 5.15076342e+02
3.48921897e+02 1.39463141e+04 8.77419071e+03 1.57145501e+08
2.86528002e+03 3.54395238e+06 9.86883411e-02 2.70071563e-02
6.68520026e+03 5.96842240e+04 7.28254099e+02]
iteration # 14700; log-lik = 233153.280492
[ 2.72167009e+05 2.10567131e+07 2.80185585e+04 6.26995466e+04
6.42047089e+03 5.59568144e+04 4.30247470e+04 1.53701149e+03
4.20670231e+03 5.66315968e+03 1.76783246e+04 4.67578002e+02
1.07034112e+05 5.99359755e+03 5.34708181e-01 5.15000305e+02
3.48797433e+02 1.39430545e+04 8.77433375e+03 1.56484734e+08
2.86395680e+03 3.52833425e+06 9.87315006e-02 2.70189560e-02
6.68692820e+03 5.96652892e+04 7.28075095e+02]
iteration # 14800; log-lik = 233153.280551
[ 2.72188910e+05 2.10340388e+07 2.80157940e+04 6.26916311e+04
6.42186611e+03 5.59635331e+04 4.30239685e+04 1.53717384e+03
4.20680944e+03 5.66230494e+03 1.76778795e+04 4.67576784e+02
1.06923886e+05 5.99591247e+03 5.35911282e-01 5.15029980e+02
3.48786259e+02 1.39422213e+04 8.77438213e+03 1.56219581e+08
2.86366254e+03 3.52240259e+06 9.87478873e-02 2.70226824e-02
6.68718907e+03 5.96627828e+04 7.28031530e+02]
iteration # 14900; log-lik = 233153.280612
[ 2.72148732e+05 2.10451560e+07 2.80137689e+04 6.26868696e+04
6.42131639e+03 5.59624876e+04 4.30292278e+04 1.53753051e+03
4.20669279e+03 5.66215673e+03 1.76755795e+04 4.67567760e+02
1.07002524e+05 5.99733064e+03 5.35320572e-01 5.14955257e+02
3.48734163e+02 1.39431616e+04 8.77472795e+03 1.56360233e+08
2.86353852e+03 3.52578737e+06 9.87374028e-02 2.70190499e-02
6.68678661e+03 5.96599309e+04 7.28022381e+02]
iteration # 15000; log-lik = 233153.280651
[ 2.72136699e+05 2.10739316e+07 2.80081449e+04 6.26817768e+04
6.41983370e+03 5.59571625e+04 4.30327127e+04 1.53710636e+03
4.20672986e+03 5.66216797e+03 1.76741041e+04 4.67464586e+02
1.07153742e+05 5.99848146e+03 5.34194207e-01 5.15014663e+02
3.48699571e+02 1.39451277e+04 8.77491835e+03 1.56620323e+08
2.86397314e+03 3.53227688e+06 9.87166574e-02 2.70142191e-02
6.68481422e+03 5.96641205e+04 7.28096178e+02]
iteration # 15100; log-lik = 233153.280685
[ 2.72161379e+05 2.10680784e+07 2.80089641e+04 6.26783951e+04
6.41986397e+03 5.59581061e+04 4.30278168e+04 1.53674058e+03
4.20691705e+03 5.66182482e+03 1.76713058e+04 4.67448751e+02
1.07124711e+05 5.99955868e+03 5.34737030e-01 5.15073080e+02
3.48777817e+02 1.39450156e+04 8.77460705e+03 1.56481655e+08
2.86385480e+03 3.52917818e+06 9.87272521e-02 2.70158170e-02
6.68435101e+03 5.96675331e+04 7.28099782e+02]
iteration # 15200; log-lik = 233153.280703
[ 2.72171702e+05 2.10587213e+07 2.80112187e+04 6.26795220e+04
6.41974547e+03 5.59577848e+04 4.30299346e+04 1.53644343e+03
4.20650040e+03 5.66251435e+03 1.76707690e+04 4.67474769e+02
1.07064121e+05 5.99879528e+03 5.35076108e-01 5.15066268e+02
3.48805163e+02 1.39443658e+04 8.77315338e+03 1.56460210e+08
2.86378977e+03 3.52855983e+06 9.87318973e-02 2.70183448e-02
6.68455664e+03 5.96620109e+04 7.28041698e+02]
iteration # 15300; log-lik = 233153.280721
[ 2.72201909e+05 2.10533888e+07 2.80120644e+04 6.26798933e+04
6.41982246e+03 5.59584763e+04 4.30293697e+04 1.53627589e+03
4.20643056e+03 5.66260860e+03 1.76695299e+04 4.67452321e+02
1.07018763e+05 5.99848465e+03 5.35229187e-01 5.15105363e+02
3.48793589e+02 1.39437715e+04 8.77221703e+03 1.56480061e+08
2.86369991e+03 3.52897814e+06 9.87310499e-02 2.70191522e-02
6.68441596e+03 5.96591071e+04 7.28001354e+02]
iteration # 15400; log-lik = 233153.280740
[ 2.72237486e+05 2.10629369e+07 2.80130853e+04 6.26815591e+04
6.41947760e+03 5.59575760e+04 4.30321055e+04 1.53664233e+03
4.20657821e+03 5.66292548e+03 1.76699059e+04 4.67474705e+02
1.07058395e+05 5.99872947e+03 5.34772979e-01 5.14993609e+02
3.48706659e+02 1.39443700e+04 8.77275822e+03 1.56545003e+08
2.86378968e+03 3.53044446e+06 9.87269750e-02 2.70169452e-02
6.68469078e+03 5.96597893e+04 7.28026363e+02]
iteration # 15500; log-lik = 233153.280762
[ 2.72264303e+05 2.10593119e+07 2.80126268e+04 6.26843369e+04
6.41967995e+03 5.59582508e+04 4.30287646e+04 1.53624606e+03
4.20680713e+03 5.66227537e+03 1.76689227e+04 4.67423003e+02
1.07024212e+05 5.99781255e+03 5.34961923e-01 5.15122313e+02
3.48745456e+02 1.39440805e+04 8.77233322e+03 1.56523698e+08
2.86395834e+03 3.52987597e+06 9.87278603e-02 2.70174870e-02
6.68404467e+03 5.96631394e+04 7.28023596e+02]
iteration # 15600; log-lik = 233153.280793
[ 2.72250339e+05 2.10611166e+07 2.80141409e+04 6.26854347e+04
6.41957019e+03 5.59584655e+04 4.30187594e+04 1.53621232e+03
4.20660935e+03 5.66220397e+03 1.76689342e+04 4.67457708e+02
1.07031305e+05 5.99733656e+03 5.34893393e-01 5.15125122e+02
3.48755510e+02 1.39441403e+04 8.77218396e+03 1.56567602e+08
2.86392131e+03 3.53086745e+06 9.87275843e-02 2.70171935e-02
6.68399516e+03 5.96615611e+04 7.28020710e+02]
iteration # 15700; log-lik = 233153.280846
[ 2.72428324e+05 2.10482000e+07 2.80140564e+04 6.26891869e+04
6.42017854e+03 5.59614618e+04 4.30182345e+04 1.53513164e+03
4.20680425e+03 5.66223220e+03 1.76717178e+04 4.67379536e+02
1.06897441e+05 5.99682913e+03 5.35772243e-01 5.15230384e+02
3.48776346e+02 1.39425983e+04 8.77149136e+03 1.56417434e+08
2.86382554e+03 3.52747315e+06 9.87371365e-02 2.70227664e-02
6.68344335e+03 5.96602985e+04 7.28029265e+02]
iteration # 15800; log-lik = 233153.280948
[ 2.72462790e+05 2.09839747e+07 2.80172547e+04 6.26915621e+04
6.42203081e+03 5.59738543e+04 4.30069080e+04 1.53496394e+03
4.20684281e+03 5.66424288e+03 1.76750162e+04 4.67462413e+02
1.06544622e+05 5.99458104e+03 5.38640789e-01 5.15099523e+02
3.48699292e+02 1.39378396e+04 8.76861621e+03 1.55927652e+08
2.86337547e+03 3.51579612e+06 9.87828168e-02 2.70318977e-02
6.68435350e+03 5.96423805e+04 7.27760901e+02]
iteration # 15900; log-lik = 233153.281006
[ 2.72379024e+05 2.09947134e+07 2.80176650e+04 6.26909476e+04
6.42188145e+03 5.59715491e+04 4.30232024e+04 1.53567670e+03
4.20753819e+03 5.66378565e+03 1.76761425e+04 4.67415103e+02
1.06631328e+05 5.99490744e+03 5.37645862e-01 5.14959482e+02
3.48631447e+02 1.39379563e+04 8.76948435e+03 1.56173436e+08
2.86301521e+03 3.52134515e+06 9.87621906e-02 2.70272818e-02
6.68476907e+03 5.96328154e+04 7.27675650e+02]
iteration # 16000; log-lik = 233153.281077
[ 2.72429696e+05 2.09520770e+07 2.80185756e+04 6.26957704e+04
6.42397937e+03 5.59808182e+04 4.30550086e+04 1.53591787e+03
4.20791038e+03 5.66267333e+03 1.76756219e+04 4.67389025e+02
1.06395076e+05 5.99453503e+03 5.39212419e-01 5.15075868e+02
3.48708701e+02 1.39357915e+04 8.76919869e+03 1.55830262e+08
2.86232260e+03 3.51377557e+06 9.87822938e-02 2.70360509e-02
6.68389246e+03 5.96198641e+04 7.27541622e+02]
iteration # 16100; log-lik = 233153.281138
[ 2.72458491e+05 2.09674349e+07 2.80178588e+04 6.26974353e+04
6.42359220e+03 5.59785169e+04 4.30544443e+04 1.53575440e+03
4.20853446e+03 5.66194306e+03 1.76751901e+04 4.67298125e+02
1.06452789e+05 5.99369919e+03 5.38343080e-01 5.15057120e+02
3.48632878e+02 1.39363003e+04 8.76925998e+03 1.56091503e+08
2.86236944e+03 3.51966416e+06 9.87611471e-02 2.70310947e-02
6.68357428e+03 5.96176106e+04 7.27492201e+02]
iteration # 16200; log-lik = 233153.281200
[ 2.72383663e+05 2.09489269e+07 2.80186702e+04 6.26979536e+04
6.42435429e+03 5.59827828e+04 4.30696438e+04 1.53649236e+03
4.20804477e+03 5.66178987e+03 1.76750174e+04 4.67384063e+02
1.06377063e+05 5.99341938e+03 5.38749751e-01 5.15040007e+02
3.48526462e+02 1.39351552e+04 8.76872969e+03 1.56032547e+08
2.86199046e+03 3.51835200e+06 9.87654733e-02 2.70327264e-02
6.68366303e+03 5.96144301e+04 7.27463103e+02]
iteration # 16300; log-lik = 233153.281291
[ 2.72325707e+05 2.09541983e+07 2.80163472e+04 6.26964775e+04
6.42406390e+03 5.59816465e+04 4.30757499e+04 1.53655065e+03
4.20810568e+03 5.66177058e+03 1.76762137e+04 4.67296119e+02
1.06436229e+05 5.99414341e+03 5.38140997e-01 5.15159533e+02
3.48506980e+02 1.39350415e+04 8.76745898e+03 1.56246502e+08
2.86176740e+03 3.52311752e+06 9.87525334e-02 2.70321828e-02
6.68414008e+03 5.96068869e+04 7.27393961e+02]
iteration # 16400; log-lik = 233153.281374
[ 2.72193132e+05 2.09565062e+07 2.80146291e+04 6.26955118e+04
6.42372961e+03 5.59776884e+04 4.30842339e+04 1.53615313e+03
4.20825372e+03 5.66160031e+03 1.76788424e+04 4.67254773e+02
1.06496145e+05 5.99457270e+03 5.37835868e-01 5.15274059e+02
3.48575171e+02 1.39346196e+04 8.76645621e+03 1.56393416e+08
2.86095092e+03 3.52664232e+06 9.87444801e-02 2.70324778e-02
6.68386467e+03 5.96033735e+04 7.27384799e+02]
iteration # 16500; log-lik = 233153.281458
[ 2.72150463e+05 2.09382886e+07 2.80164979e+04 6.26994428e+04
6.42546988e+03 5.59825088e+04 4.30823686e+04 1.53637557e+03
4.20872595e+03 5.65917242e+03 1.76785260e+04 4.67181349e+02
1.06420016e+05 5.99363493e+03 5.38123088e-01 5.15441660e+02
3.48703588e+02 1.39329637e+04 8.76676724e+03 1.56402711e+08
2.86068585e+03 3.52677704e+06 9.87393567e-02 2.70343207e-02
6.68401388e+03 5.95917739e+04 7.27245279e+02]
iteration # 16600; log-lik = 233153.281582
[ 2.72331640e+05 2.09129237e+07 2.80171985e+04 6.26998744e+04
6.42675868e+03 5.59915663e+04 4.30833383e+04 1.53647364e+03
4.20815360e+03 5.65987047e+03 1.76778721e+04 4.67291352e+02
1.06213326e+05 5.99298187e+03 5.39549571e-01 5.15188966e+02
3.48533625e+02 1.39315201e+04 8.76702013e+03 1.56082780e+08
2.86084527e+03 3.51982686e+06 9.87600578e-02 2.70374719e-02
6.68482354e+03 5.95855938e+04 7.27171092e+02]
iteration # 16700; log-lik = 233153.282022
[ 2.71939638e+05 2.09088711e+07 2.80106701e+04 6.26902517e+04
6.42724566e+03 5.59959614e+04 4.30733222e+04 1.53791702e+03
4.20659129e+03 5.65848411e+03 1.76794050e+04 4.67025110e+02
1.06315779e+05 5.99392171e+03 5.38854747e-01 5.15299144e+02
3.48679837e+02 1.39324824e+04 8.76779100e+03 1.56390665e+08
2.86260747e+03 3.52855850e+06 9.87337529e-02 2.70325428e-02
6.68004742e+03 5.95585043e+04 7.26786224e+02]
iteration # 16800; log-lik = 233153.282418
[ 2.71959028e+05 2.07634000e+07 2.80112036e+04 6.26784065e+04
6.43225392e+03 5.60233075e+04 4.30411420e+04 1.53773066e+03
4.20525566e+03 5.66086766e+03 1.76786371e+04 4.67153257e+02
1.05579923e+05 5.99382693e+03 5.45573990e-01 5.15270470e+02
3.48721896e+02 1.39238138e+04 8.76253670e+03 1.55221609e+08
2.86168865e+03 3.50116793e+06 9.88274169e-02 2.70545012e-02
6.67991128e+03 5.95271685e+04 7.26294236e+02]
iteration # 16900; log-lik = 233153.282876
[ 2.72257239e+05 2.06390971e+07 2.80040446e+04 6.26619682e+04
6.43691064e+03 5.60505406e+04 4.30009770e+04 1.53688399e+03
4.20457505e+03 5.66468414e+03 1.76819335e+04 4.67066042e+02
1.04853491e+05 5.99657260e+03 5.52366971e-01 5.15256608e+02
3.48654804e+02 1.39158731e+04 8.75811772e+03 1.53941798e+08
2.86291838e+03 3.47199841e+06 9.89253514e-02 2.70777308e-02
6.67913387e+03 5.94986382e+04 7.25870364e+02]
iteration # 17000; log-lik = 233153.283680
[ 2.71962488e+05 2.06962821e+07 2.80083013e+04 6.26714553e+04
6.43374664e+03 5.60256023e+04 4.30336637e+04 1.53735988e+03
4.20503178e+03 5.66403453e+03 1.76848546e+04 4.66997684e+02
1.05290400e+05 5.99884015e+03 5.49095466e-01 5.15286532e+02
3.48948641e+02 1.39200018e+04 8.75961857e+03 1.54422329e+08
2.86426744e+03 3.48398230e+06 9.88892650e-02 2.70705697e-02
6.67543686e+03 5.95113236e+04 7.26064568e+02]
iteration # 17100; log-lik = 233153.285004
[ 2.71587365e+05 2.04887241e+07 2.79977418e+04 6.26653612e+04
6.44142974e+03 5.60578357e+04 4.30563199e+04 1.53842060e+03
4.20419850e+03 5.66667878e+03 1.76923519e+04 4.66844478e+02
1.04458880e+05 6.00410532e+03 5.58154980e-01 5.16039240e+02
3.49575752e+02 1.39082913e+04 8.75208357e+03 1.52505484e+08
2.86666012e+03 3.44197718e+06 9.90447877e-02 2.71147049e-02
6.67197378e+03 5.94512233e+04 7.25291295e+02]
iteration # 17200; log-lik = 233153.287524
[ 2.72053938e+05 2.04644257e+07 2.79874338e+04 6.26662344e+04
6.44097241e+03 5.60484153e+04 4.29217088e+04 1.53331111e+03
4.20093982e+03 5.66968732e+03 1.76918776e+04 4.66939314e+02
1.04223052e+05 6.01226050e+03 5.60820540e-01 5.16066199e+02
3.49356901e+02 1.38952549e+04 8.74429033e+03 1.52600598e+08
2.86881264e+03 3.44814462e+06 9.90445394e-02 2.71210472e-02
6.66391887e+03 5.94464126e+04 7.25405113e+02]
iteration # 17300; log-lik = 233153.291009
[ 2.72739102e+05 2.06611891e+07 2.79191213e+04 6.26291801e+04
6.43435069e+03 5.60213595e+04 4.27330329e+04 1.52702524e+03
4.19766196e+03 5.67274654e+03 1.76731091e+04 4.66494317e+02
1.05202809e+05 6.03388810e+03 5.56095748e-01 5.16758642e+02
3.49483959e+02 1.39018142e+04 8.74685141e+03 1.53756940e+08
2.87233339e+03 3.47811748e+06 9.89589623e-02 2.71010036e-02
6.65969021e+03 5.94639190e+04 7.26040058e+02]
iteration # 17400; log-lik = 233153.293889
[ 2.72344036e+05 2.08565582e+07 2.79175844e+04 6.26763864e+04
6.43020216e+03 5.60017975e+04 4.27451180e+04 1.53025208e+03
4.20041235e+03 5.66403253e+03 1.76547877e+04 4.66470454e+02
1.06370036e+05 6.02730996e+03 5.45971603e-01 5.17459426e+02
3.49838299e+02 1.39164585e+04 8.76134461e+03 1.55337947e+08
2.87139079e+03 3.51364681e+06 9.88364016e-02 2.70637386e-02
6.65777568e+03 5.95125841e+04 7.26650915e+02]
iteration # 17500; log-lik = 233153.298800
[ 2.72648157e+05 2.05906720e+07 2.79009855e+04 6.27361143e+04
6.44376810e+03 5.60828114e+04 4.27937918e+04 1.53386987e+03
4.20067746e+03 5.67186705e+03 1.76309982e+04 4.66275277e+02
1.05031439e+05 6.02370782e+03 5.58004730e-01 5.19400367e+02
3.50619770e+02 1.38998459e+04 8.75764257e+03 1.52261520e+08
2.87218954e+03 3.44366594e+06 9.90957400e-02 2.71322404e-02
6.66060798e+03 5.94181332e+04 7.25509558e+02]
iteration # 17600; log-lik = 233153.308015
[ 2.71790199e+05 2.05863413e+07 2.79490049e+04 6.28063313e+04
6.43885790e+03 5.60998134e+04 4.29171173e+04 1.54150120e+03
4.19832579e+03 5.69026409e+03 1.76360648e+04 4.67644964e+02
1.05296119e+05 6.01232657e+03 5.57606807e-01 5.19015571e+02
3.50169519e+02 1.39059164e+04 8.75662516e+03 1.51381684e+08
2.87289833e+03 3.42612246e+06 9.92647495e-02 2.71617712e-02
6.66325055e+03 5.93593701e+04 7.25042028e+02]
iteration # 17700; log-lik = 233153.317578
[ 2.69847565e+05 2.09143203e+07 2.79184091e+04 6.27701379e+04
6.41365878e+03 5.60044142e+04 4.27137773e+04 1.53934286e+03
4.18219863e+03 5.72853965e+03 1.76329073e+04 4.68726826e+02
1.07971988e+05 6.03352420e+03 5.46194286e-01 5.19358717e+02
3.49244318e+02 1.39121108e+04 8.73865769e+03 1.53905048e+08
2.87521768e+03 3.48595432e+06 9.92317155e-02 2.71312020e-02
6.67394400e+03 5.94457271e+04 7.25893074e+02]
iteration # 17800; log-lik = 233153.325369
[ 2.70566273e+05 2.08305685e+07 2.79315977e+04 6.27925573e+04
6.41620382e+03 5.60292555e+04 4.24701728e+04 1.53258200e+03
4.17914408e+03 5.73898730e+03 1.76402976e+04 4.70258241e+02
1.07380719e+05 6.02796302e+03 5.56317299e-01 5.18752184e+02
3.49416227e+02 1.39052073e+04 8.73324620e+03 1.51855041e+08
2.87102350e+03 3.43088022e+06 9.94769691e-02 2.71698465e-02
6.69823820e+03 5.94517607e+04 7.25927885e+02]
iteration # 17900; log-lik = 233153.330710
[ 2.69990441e+05 2.07424050e+07 2.79183051e+04 6.28183669e+04
6.42141975e+03 5.60425857e+04 4.22866945e+04 1.52467606e+03
4.17490071e+03 5.73538818e+03 1.76577040e+04 4.70573872e+02
1.07145930e+05 6.01768937e+03 5.62168747e-01 5.20579061e+02
3.50194590e+02 1.38928463e+04 8.72588105e+03 1.51513606e+08
2.86936964e+03 3.42217535e+06 9.95417894e-02 2.72019227e-02
6.69762703e+03 5.94463745e+04 7.25777678e+02]
iteration # 18000; log-lik = 233153.343165
[ 2.70055455e+05 2.08581246e+07 2.79300990e+04 6.28659824e+04
6.41270898e+03 5.60259583e+04 4.20707856e+04 1.51801719e+03
4.16710189e+03 5.75174851e+03 1.76720562e+04 4.71635337e+02
1.07630716e+05 6.01321707e+03 5.59076121e-01 5.20191830e+02
3.48307910e+02 1.38829657e+04 8.70647089e+03 1.53774237e+08
2.87136636e+03 3.47065075e+06 9.95073968e-02 2.72045884e-02
6.70045374e+03 5.93533810e+04 7.25079681e+02]
iteration # 18100; log-lik = 233153.364948
[ 2.69491479e+05 2.14474731e+07 2.79354948e+04 6.29054182e+04
6.39046029e+03 5.59220932e+04 4.15036813e+04 1.49115688e+03
4.17494274e+03 5.73053992e+03 1.76649957e+04 4.73031095e+02
1.10662101e+05 5.98453437e+03 5.41035992e-01 5.20027845e+02
3.46371410e+02 1.39053834e+04 8.69481925e+03 1.61512806e+08
2.87236839e+03 3.63547899e+06 9.90908764e-02 2.71164048e-02
6.69311265e+03 5.92930909e+04 7.23468062e+02]
iteration # 18200; log-lik = 233153.392383
[ 2.69545057e+05 2.23651284e+07 2.79470405e+04 6.29475435e+04
6.35963228e+03 5.57976256e+04 4.13641905e+04 1.47612018e+03
4.17874227e+03 5.72648092e+03 1.76899148e+04 4.77100720e+02
1.15274383e+05 5.97089957e+03 5.17488954e-01 5.17085292e+02
3.43971491e+02 1.39700904e+04 8.73008291e+03 1.66832987e+08
2.85731710e+03 3.73094620e+06 9.88414731e-02 2.70425773e-02
6.72850074e+03 5.94979352e+04 7.26005383e+02]
iteration # 18300; log-lik = 233153.410043
[ 2.69136024e+05 2.22120958e+07 2.79105841e+04 6.29123822e+04
6.37424005e+03 5.58906261e+04 4.14888696e+04 1.47351479e+03
4.18344582e+03 5.71233834e+03 1.77083602e+04 4.76960971e+02
1.14847518e+05 5.97345896e+03 5.27270041e-01 5.17441115e+02
3.44518888e+02 1.39804494e+04 8.74084252e+03 1.64527274e+08
2.85751393e+03 3.67610012e+06 9.90090100e-02 2.71057827e-02
6.73783084e+03 5.92841248e+04 7.23082723e+02]
iteration # 18400; log-lik = 233153.425075
[ 2.71092252e+05 2.18431158e+07 2.78854370e+04 6.28704992e+04
6.39044556e+03 5.60092804e+04 4.15679734e+04 1.46868997e+03
4.17823210e+03 5.72814549e+03 1.76912466e+04 4.78203976e+02
1.12371181e+05 6.00142714e+03 5.51171677e-01 5.16704315e+02
3.42899305e+02 1.39571359e+04 8.73245060e+03 1.59567660e+08
2.85013157e+03 3.56116023e+06 9.93927362e-02 2.72248078e-02
6.74852214e+03 5.91412168e+04 7.21532198e+02]
iteration # 18500; log-lik = 233153.448497
[ 2.69148706e+05 2.21036326e+07 2.78583458e+04 6.27882003e+04
6.38618972e+03 5.59925010e+04 4.15338566e+04 1.46072655e+03
4.18904326e+03 5.69886237e+03 1.77023877e+04 4.78273416e+02
1.14410972e+05 6.00200882e+03 5.43487587e-01 5.15452742e+02
3.42484554e+02 1.39919550e+04 8.74165308e+03 1.63432705e+08
2.84157889e+03 3.63719507e+06 9.91651112e-02 2.71746470e-02
6.74842710e+03 5.89643425e+04 7.18499798e+02]
iteration # 18600; log-lik = 233153.469331
[ 2.68989899e+05 2.17919638e+07 2.77936501e+04 6.27091904e+04
6.40469009e+03 5.61113191e+04 4.14556946e+04 1.45674466e+03
4.18241344e+03 5.69447510e+03 1.76404220e+04 4.78524093e+02
1.12994622e+05 6.02614110e+03 5.61038240e-01 5.14998081e+02
3.42263230e+02 1.39679685e+04 8.73191193e+03 1.61528548e+08
2.83836960e+03 3.59437917e+06 9.93470428e-02 2.72250570e-02
6.75968418e+03 5.86255628e+04 7.14264748e+02]
iteration # 18700; log-lik = 233153.487536
[ 2.68164173e+05 2.14919429e+07 2.78516927e+04 6.27450468e+04
6.42114220e+03 5.62053066e+04 4.15811189e+04 1.46373480e+03
4.18174853e+03 5.70325280e+03 1.76561504e+04 4.80486910e+02
1.11192475e+05 5.99637770e+03 5.73624364e-01 5.13040492e+02
3.40126396e+02 1.39452128e+04 8.73008121e+03 1.59236660e+08
2.83410499e+03 3.53890818e+06 9.95675762e-02 2.72646704e-02
6.78456923e+03 5.84673745e+04 7.12310135e+02]
iteration # 18800; log-lik = 233153.512104
[ 2.71310978e+05 2.14209462e+07 2.78146472e+04 6.27667881e+04
6.43295963e+03 5.62926199e+04 4.15720029e+04 1.45138918e+03
4.18851683e+03 5.71298598e+03 1.76489024e+04 4.79640226e+02
1.09857532e+05 6.01007420e+03 5.93216660e-01 5.13836135e+02
3.41289293e+02 1.39447849e+04 8.75118616e+03 1.52915701e+08
2.83835296e+03 3.40354249e+06 1.00028636e-01 2.73528967e-02
6.79494095e+03 5.84667876e+04 7.12488296e+02]
iteration # 18900; log-lik = 233153.547820
[ 2.69014898e+05 2.28015608e+07 2.77487026e+04 6.27875019e+04
6.38512236e+03 5.60651941e+04 4.13256851e+04 1.43521611e+03
4.19397973e+03 5.70546942e+03 1.76295890e+04 4.77983007e+02
1.17681762e+05 6.01177925e+03 5.41463563e-01 5.14465429e+02
3.40988296e+02 1.40188169e+04 8.78689374e+03 1.64331893e+08
2.84068882e+03 3.67100984e+06 9.92975335e-02 2.71339000e-02
6.76534083e+03 5.85495465e+04 7.13719466e+02]
iteration # 19000; log-lik = 233153.612330
[ 2.68749004e+05 2.31303669e+07 2.77279814e+04 6.27660507e+04
6.38707002e+03 5.61191740e+04 4.07570301e+04 1.40640767e+03
4.18707258e+03 5.71472027e+03 1.75921750e+04 4.82223017e+02
1.19204719e+05 6.01019135e+03 5.53759210e-01 5.15597187e+02
3.40889835e+02 1.40205621e+04 8.79917310e+03 1.62992625e+08
2.83012263e+03 3.62789565e+06 9.96553124e-02 2.72273086e-02
6.81027732e+03 5.83266578e+04 7.12364045e+02]
iteration # 19100; log-lik = 233153.801665
[ 2.58327766e+05 2.42496229e+07 2.75850392e+04 6.26636957e+04
6.39004037e+03 5.60373747e+04 3.81876957e+04 1.28590660e+03
4.14883992e+03 5.75605949e+03 1.76045340e+04 4.92170556e+02
1.30590092e+05 6.10345749e+03 6.16202736e-01 5.33690955e+02
3.49175233e+02 1.39872944e+04 8.81436323e+03 1.52878843e+08
2.81480856e+03 3.38731823e+06 1.01537995e-01 2.76255752e-02
6.88644540e+03 5.82619491e+04 7.11796096e+02]
iteration # 19200; log-lik = 233153.925430
[ 2.52940041e+05 2.60077991e+07 2.76873074e+04 6.27925866e+04
6.38041271e+03 5.59361075e+04 3.79703469e+04 1.24638833e+03
4.20079799e+03 5.67890704e+03 1.75559628e+04 4.91475667e+02
1.42158924e+05 6.05643610e+03 5.80668928e-01 5.38790090e+02
3.53768314e+02 1.40993922e+04 8.90398961e+03 1.59254026e+08
2.81419092e+03 3.51300015e+06 1.01401925e-01 2.75679899e-02
6.92156304e+03 5.78086487e+04 7.04609333e+02]
iteration # 19300; log-lik = 233154.011344
[ 2.54350270e+05 2.64429928e+07 2.77910578e+04 6.29944181e+04
6.37881091e+03 5.59940942e+04 3.67534460e+04 1.18657571e+03
4.19713461e+03 5.73352059e+03 1.75534182e+04 4.91733535e+02
1.43437946e+05 6.00138559e+03 6.19563916e-01 5.43065336e+02
3.57313058e+02 1.40997529e+04 8.89068726e+03 1.52618970e+08
2.82943724e+03 3.35300938e+06 1.02572466e-01 2.77445594e-02
6.96649771e+03 5.74437604e+04 6.99064685e+02]
iteration # 19400; log-lik = 233154.047616
[ 2.54775952e+05 2.66220352e+07 2.78333220e+04 6.29680442e+04
6.38127616e+03 5.60124073e+04 3.65675879e+04 1.17008583e+03
4.21541011e+03 5.75057639e+03 1.76055063e+04 4.90041322e+02
1.44167095e+05 6.00053084e+03 6.29583414e-01 5.41174301e+02
3.56324346e+02 1.41034086e+04 8.89312082e+03 1.51507883e+08
2.83688085e+03 3.32774195e+06 1.02827964e-01 2.77729759e-02
6.97942357e+03 5.71263899e+04 6.94725236e+02]
iteration # 19500; log-lik = 233154.072738
[ 2.54001130e+05 2.82414412e+07 2.78132177e+04 6.29315745e+04
6.35291004e+03 5.58576412e+04 3.63335013e+04 1.15149500e+03
4.23812212e+03 5.71599791e+03 1.75946650e+04 4.87024026e+02
1.53575278e+05 6.02467097e+03 5.82250843e-01 5.40577026e+02
3.56554998e+02 1.41722879e+04 8.94498004e+03 1.62146540e+08
2.83421322e+03 3.56664464e+06 1.02094043e-01 2.75940235e-02
6.96957688e+03 5.69085521e+04 6.92560688e+02]
iteration # 19600; log-lik = 233154.090015
[ 2.56801253e+05 2.76248626e+07 2.78236506e+04 6.28709146e+04
6.38116296e+03 5.60218191e+04 3.61412293e+04 1.14624495e+03
4.23686923e+03 5.73396040e+03 1.76435534e+04 4.89252228e+02
1.48886317e+05 6.03901395e+03 6.19448733e-01 5.36417650e+02
3.53130601e+02 1.41425394e+04 8.94499727e+03 1.55469709e+08
2.83164494e+03 3.40927692e+06 1.02641241e-01 2.77133067e-02
7.00587013e+03 5.67325838e+04 6.90339323e+02]
iteration # 19700; log-lik = 233154.107940
[ 2.55422949e+05 2.91886419e+07 2.78779186e+04 6.29514527e+04
6.34596639e+03 5.58542323e+04 3.54098753e+04 1.11686893e+03
4.23974285e+03 5.74740464e+03 1.76734999e+04 4.88101952e+02
1.58605708e+05 6.03784744e+03 5.85715439e-01 5.34943637e+02
3.52447120e+02 1.41875694e+04 8.96170031e+03 1.64934135e+08
2.84147633e+03 3.62455438e+06 1.02311018e-01 2.75800408e-02
7.00430273e+03 5.64196137e+04 6.86394469e+02]
iteration # 19800; log-lik = 233154.119274
[ 2.57215328e+05 2.95267403e+07 2.78484899e+04 6.29450518e+04
6.33860983e+03 5.57862098e+04 3.53903453e+04 1.11750262e+03
4.23497106e+03 5.73090060e+03 1.76542320e+04 4.87610580e+02
1.59450970e+05 6.04767248e+03 5.66982144e-01 5.31678232e+02
3.49620437e+02 1.41884939e+04 8.96409236e+03 1.71147790e+08
2.83749026e+03 3.76619134e+06 1.01731704e-01 2.74505815e-02
6.98910788e+03 5.64791654e+04 6.87546277e+02]
iteration # 19900; log-lik = 233154.132940
[ 2.55410388e+05 2.92125815e+07 2.79412479e+04 6.29917465e+04
6.34559417e+03 5.57806964e+04 3.55453674e+04 1.13844081e+03
4.22799173e+03 5.71435896e+03 1.76435379e+04 4.87787950e+02
1.58709280e+05 6.02919483e+03 5.56539739e-01 5.29386712e+02
3.48856280e+02 1.41824553e+04 8.96393056e+03 1.74181497e+08
2.83876698e+03 3.83142302e+06 1.01423894e-01 2.73735774e-02
6.97302759e+03 5.64777706e+04 6.86939878e+02]
iteration # 20000; log-lik = 233154.138550
[ 2.55293143e+05 2.91318436e+07 2.79619201e+04 6.30316777e+04
6.35222034e+03 5.58006416e+04 3.54104887e+04 1.13156079e+03
4.22945014e+03 5.71327222e+03 1.76439244e+04 4.87430978e+02
1.58432290e+05 6.02293434e+03 5.60807328e-01 5.28246482e+02
3.48402368e+02 1.41668844e+04 8.95665662e+03 1.75338915e+08
2.84192319e+03 3.85875709e+06 1.01427819e-01 2.73793172e-02
6.96572121e+03 5.61986753e+04 6.83730414e+02]
iteration # 20100; log-lik = 233154.146934
[ 2.54761732e+05 2.93550881e+07 2.80276304e+04 6.31042132e+04
6.34846046e+03 5.57476664e+04 3.55934987e+04 1.13454668e+03
4.22417129e+03 5.69945632e+03 1.76071306e+04 4.87975804e+02
1.59884218e+05 6.00529571e+03 5.46891563e-01 5.27410359e+02
3.48692497e+02 1.41787965e+04 8.96838292e+03 1.78503117e+08
2.83948370e+03 3.92732941e+06 1.01176201e-01 2.73328646e-02
6.96372264e+03 5.61933323e+04 6.84177116e+02]
iteration # 20200; log-lik = 233154.157102
[ 2.55211358e+05 2.91289195e+07 2.80379883e+04 6.31013030e+04
6.35397525e+03 5.57540647e+04 3.57325805e+04 1.13036687e+03
4.22619373e+03 5.70877311e+03 1.76152629e+04 4.87851269e+02
1.58383127e+05 6.00079846e+03 5.55887988e-01 5.27841208e+02
3.48515732e+02 1.41586010e+04 8.96444770e+03 1.75589389e+08
2.83912911e+03 3.86569069e+06 1.01339886e-01 2.73747020e-02
6.96576176e+03 5.62385829e+04 6.85055356e+02]
iteration # 20300; log-lik = 233154.165288
[ 2.55567214e+05 2.93270775e+07 2.80186808e+04 6.30391671e+04
6.34310156e+03 5.56979698e+04 3.58397613e+04 1.12876918e+03
4.22380823e+03 5.71915834e+03 1.76140014e+04 4.88124844e+02
1.59328935e+05 6.01460585e+03 5.49672174e-01 5.25810530e+02
3.46913213e+02 1.41573026e+04 8.96307427e+03 1.77291440e+08
2.83793883e+03 3.90259702e+06 1.01188938e-01 2.73386246e-02
6.96748122e+03 5.62980287e+04 6.86179756e+02]
iteration # 20400; log-lik = 233154.172945
[ 2.55918169e+05 2.91743296e+07 2.80514404e+04 6.29410631e+04
6.35039537e+03 5.57522535e+04 3.60354574e+04 1.13046241e+03
4.23082852e+03 5.73307521e+03 1.76266717e+04 4.88090854e+02
1.58037480e+05 6.02051679e+03 5.59017994e-01 5.22644496e+02
3.44807563e+02 1.41474298e+04 8.97570056e+03 1.74013206e+08
2.84268399e+03 3.83204244e+06 1.01370615e-01 2.73567314e-02
6.98152907e+03 5.62064223e+04 6.85029762e+02]
iteration # 20500; log-lik = 233154.177943
[ 2.55682576e+05 3.00966292e+07 2.80431874e+04 6.29321612e+04
6.32791191e+03 5.56482469e+04 3.60315968e+04 1.12371625e+03
4.23478799e+03 5.72865088e+03 1.75961988e+04 4.88075567e+02
1.63171206e+05 6.02550028e+03 5.35049259e-01 5.20591952e+02
3.43418968e+02 1.41824870e+04 8.99802016e+03 1.80230463e+08
2.84286789e+03 3.96997606e+06 1.00987701e-01 2.72463359e-02
6.97983071e+03 5.61904329e+04 6.85065162e+02]
iteration # 20600; log-lik = 233154.181090
[ 2.55467895e+05 2.99717091e+07 2.80254705e+04 6.29101938e+04
6.32845437e+03 5.56703836e+04 3.59948248e+04 1.12293454e+03
4.23183094e+03 5.74104221e+03 1.76023687e+04 4.89285154e+02
1.62669065e+05 6.02618148e+03 5.43819220e-01 5.20703457e+02
3.43276793e+02 1.41807819e+04 8.99754906e+03 1.76999274e+08
2.84493123e+03 3.89639537e+06 1.01239991e-01 2.72816242e-02
6.98875086e+03 5.62716090e+04 6.85838749e+02]
iteration # 20700; log-lik = 233154.184559
[ 2.54577991e+05 3.02393806e+07 2.80239210e+04 6.28811836e+04
6.32245331e+03 5.56466961e+04 3.59306110e+04 1.12206937e+03
4.23179679e+03 5.73877626e+03 1.75770605e+04 4.90030914e+02
1.64639028e+05 6.02729735e+03 5.36285017e-01 5.19680787e+02
3.42493895e+02 1.41854960e+04 9.00167028e+03 1.79642193e+08
2.84293642e+03 3.95113598e+06 1.01110759e-01 2.72350164e-02
6.99790828e+03 5.62150408e+04 6.85338732e+02]
iteration # 20800; log-lik = 233154.187679
[ 2.53594006e+05 3.04312200e+07 2.80141337e+04 6.28850263e+04
6.31869679e+03 5.56230741e+04 3.58891028e+04 1.11992326e+03
4.23090782e+03 5.74280113e+03 1.75974881e+04 4.90189965e+02
1.66420716e+05 6.03360043e+03 5.32934474e-01 5.19230525e+02
3.42121027e+02 1.41862155e+04 9.00500466e+03 1.80593933e+08
2.84761767e+03 3.97229424e+06 1.01116094e-01 2.72216394e-02
7.00123567e+03 5.61630467e+04 6.84785240e+02]
iteration # 20900; log-lik = 233154.190400
[ 2.54079110e+05 3.02690345e+07 2.80324598e+04 6.29036535e+04
6.31991979e+03 5.56462966e+04 3.60099197e+04 1.12410946e+03
4.22900936e+03 5.75202503e+03 1.75930343e+04 4.90684891e+02
1.65191279e+05 6.02603034e+03 5.36264365e-01 5.17640226e+02
3.41117079e+02 1.41812705e+04 9.00403426e+03 1.78868974e+08
2.85278774e+03 3.93364175e+06 1.01220889e-01 2.72239794e-02
7.00579419e+03 5.61741435e+04 6.84878418e+02]
iteration # 21000; log-lik = 233154.191898
[ 2.53461780e+05 3.03325688e+07 2.80100736e+04 6.28696922e+04
6.31730598e+03 5.56353724e+04 3.60635263e+04 1.12956096e+03
4.22888833e+03 5.74953433e+03 1.75809431e+04 4.90722181e+02
1.66083950e+05 6.03585707e+03 5.31458467e-01 5.17702789e+02
3.40990019e+02 1.41866731e+04 9.00831514e+03 1.79403046e+08
2.85586636e+03 3.94784956e+06 1.01152756e-01 2.71983756e-02
7.00370114e+03 5.62252497e+04 6.85494049e+02]
iteration # 21100; log-lik = 233154.192787
[ 2.53279536e+05 3.01664496e+07 2.80109837e+04 6.28844997e+04
6.32231979e+03 5.56606823e+04 3.61376954e+04 1.13326624e+03
4.22920866e+03 5.75031557e+03 1.75795334e+04 4.90358969e+02
1.65458958e+05 6.03825006e+03 5.34328541e-01 5.18268416e+02
3.41392547e+02 1.41816428e+04 9.00828987e+03 1.77991447e+08
2.85836669e+03 3.91816001e+06 1.01242304e-01 2.72165141e-02
7.00301895e+03 5.62053063e+04 6.85271077e+02]
iteration # 21200; log-lik = 233154.193257
[ 2.53089906e+05 3.00544346e+07 2.80074793e+04 6.28605634e+04
6.32533972e+03 5.56837982e+04 3.62224238e+04 1.13644451e+03
4.22883093e+03 5.75248522e+03 1.75782706e+04 4.90599608e+02
1.64960552e+05 6.04384737e+03 5.37809594e-01 5.18270213e+02
3.41244518e+02 1.41800358e+04 9.01113206e+03 1.76331393e+08
2.85875830e+03 3.88104942e+06 1.01341704e-01 2.72323844e-02
7.00698573e+03 5.62314454e+04 6.85598777e+02]
iteration # 21300; log-lik = 233154.193544
[ 2.53136159e+05 2.99845461e+07 2.80008990e+04 6.28650711e+04
6.32868916e+03 5.57060572e+04 3.62703760e+04 1.13872969e+03
4.22997842e+03 5.75118122e+03 1.75693869e+04 4.90605923e+02
1.64639648e+05 6.04585995e+03 5.39394910e-01 5.18510980e+02
3.41302007e+02 1.41798748e+04 9.01410046e+03 1.75526319e+08
2.85909907e+03 3.86341208e+06 1.01386750e-01 2.72424333e-02
7.00814904e+03 5.62169980e+04 6.85430929e+02]
iteration # 21400; log-lik = 233154.193849
[ 2.52995243e+05 2.98694398e+07 2.79976061e+04 6.28663384e+04
6.33318310e+03 5.57282816e+04 3.62884198e+04 1.13969384e+03
4.23008269e+03 5.74934821e+03 1.75634182e+04 4.90416320e+02
1.64164863e+05 6.04757620e+03 5.42486215e-01 5.19245913e+02
3.41624998e+02 1.41759961e+04 9.01334432e+03 1.74622141e+08
2.85946035e+03 3.84397955e+06 1.01447161e-01 2.72594938e-02
7.00722152e+03 5.61981946e+04 6.85166293e+02]
iteration # 21500; log-lik = 233154.194223
[ 2.52957460e+05 2.97707328e+07 2.79949195e+04 6.28596129e+04
6.33819569e+03 5.57537258e+04 3.62842711e+04 1.13789966e+03
4.23128002e+03 5.74762964e+03 1.75641012e+04 4.90448994e+02
1.63694767e+05 6.04964732e+03 5.47698490e-01 5.19814010e+02
3.41733144e+02 1.41723651e+04 9.01321428e+03 1.73380952e+08
2.85865218e+03 3.81478857e+06 1.01546861e-01 2.72856769e-02
7.00990758e+03 5.61732614e+04 6.84780077e+02]
iteration # 21600; log-lik = 233154.194499
[ 2.52960252e+05 2.98315143e+07 2.79964677e+04 6.28639671e+04
6.33701929e+03 5.57471990e+04 3.62333541e+04 1.13606120e+03
4.23052757e+03 5.74743629e+03 1.75605685e+04 4.90543557e+02
1.63985436e+05 6.04838710e+03 5.46775539e-01 5.20039771e+02
3.41607215e+02 1.41719062e+04 9.01186637e+03 1.73930308e+08
2.85806900e+03 3.82604636e+06 1.01524423e-01 2.72819275e-02
7.01034311e+03 5.61772454e+04 6.84806427e+02]
iteration # 21700; log-lik = 233154.194626
[ 2.52915806e+05 2.98508704e+07 2.79945908e+04 6.28669698e+04
6.33716961e+03 5.57438416e+04 3.61852185e+04 1.13455100e+03
4.23027793e+03 5.74703716e+03 1.75647518e+04 4.90660508e+02
1.64127400e+05 6.04777599e+03 5.47338219e-01 5.20296455e+02
3.41648505e+02 1.41712799e+04 9.01188276e+03 1.73874504e+08
2.85804446e+03 3.82417748e+06 1.01538950e-01 2.72836930e-02
7.01096690e+03 5.61936721e+04 6.84977128e+02]
iteration # 21800; log-lik = 233154.194912
[ 2.52848410e+05 2.99574035e+07 2.79849413e+04 6.28610172e+04
6.33530367e+03 5.57358968e+04 3.62137760e+04 1.13485380e+03
4.23166470e+03 5.74345779e+03 1.75606658e+04 4.90584358e+02
1.64736234e+05 6.04984009e+03 5.43634440e-01 5.20725663e+02
3.41489975e+02 1.41761977e+04 9.01450440e+03 1.74753347e+08
2.85655710e+03 3.84323646e+06 1.01468593e-01 2.72740777e-02
7.01043426e+03 5.62124243e+04 6.85304074e+02]
iteration # 21900; log-lik = 233154.195091
[ 2.53002241e+05 2.99259117e+07 2.79846176e+04 6.28669799e+04
6.33591875e+03 5.57386780e+04 3.62226406e+04 1.13574316e+03
4.23154057e+03 5.74466838e+03 1.75640740e+04 4.90406224e+02
1.64455470e+05 6.04858377e+03 5.43674436e-01 5.20849783e+02
3.41364341e+02 1.41745166e+04 9.01343119e+03 1.74688662e+08
2.85689103e+03 3.84258798e+06 1.01464100e-01 2.72736056e-02
7.00832585e+03 5.62250514e+04 6.85512297e+02]
iteration # 22000; log-lik = 233154.195156
[ 2.53060473e+05 2.99169429e+07 2.79817478e+04 6.28677092e+04
6.33677107e+03 5.57444522e+04 3.62227133e+04 1.13498551e+03
4.23211786e+03 5.74458394e+03 1.75654315e+04 4.90453484e+02
1.64338060e+05 6.04771707e+03 5.44733344e-01 5.20931847e+02
3.41365908e+02 1.41743054e+04 9.01421539e+03 1.74443476e+08
2.85678752e+03 3.83724139e+06 1.01482946e-01 2.72802119e-02
7.00818280e+03 5.62139828e+04 6.85433160e+02]
iteration # 22100; log-lik = 233154.195238
[ 2.53078691e+05 2.99634885e+07 2.79855319e+04 6.28698187e+04
6.33633673e+03 5.57442312e+04 3.62319759e+04 1.13492075e+03
4.23329089e+03 5.74414366e+03 1.75666259e+04 4.90359806e+02
1.64553327e+05 6.04742070e+03 5.43845341e-01 5.20855758e+02
3.41282598e+02 1.41776595e+04 9.01719413e+03 1.74514005e+08
2.85763247e+03 3.83962577e+06 1.01479848e-01 2.72774813e-02
7.00647126e+03 5.62067067e+04 6.85370223e+02]
iteration # 22200; log-lik = 233154.195255
[ 2.53054496e+05 3.00098918e+07 2.79871933e+04 6.28729962e+04
6.33528376e+03 5.57372917e+04 3.62175095e+04 1.13431387e+03
4.23353638e+03 5.74293103e+03 1.75668659e+04 4.90354150e+02
1.64822436e+05 6.04674161e+03 5.42587634e-01 5.20940570e+02
3.41310474e+02 1.41798925e+04 9.01764743e+03 1.74894883e+08
2.85728955e+03 3.84789672e+06 1.01457316e-01 2.72729678e-02
7.00568683e+03 5.62122534e+04 6.85431261e+02]
iteration # 22300; log-lik = 233154.195260
[ 2.53053942e+05 2.99913667e+07 2.79864696e+04 6.28730044e+04
6.33574824e+03 5.57398627e+04 3.62139347e+04 1.13431055e+03
4.23359500e+03 5.74277964e+03 1.75675784e+04 4.90347170e+02
1.64730609e+05 6.04689125e+03 5.43202910e-01 5.21018933e+02
3.41350435e+02 1.41794441e+04 9.01722122e+03 1.74743364e+08
2.85745407e+03 3.84449495e+06 1.01468356e-01 2.72757983e-02
7.00518487e+03 5.62122200e+04 6.85413298e+02]
iteration # 22400; log-lik = 233154.195262
[ 2.53052397e+05 2.99893756e+07 2.79865707e+04 6.28722465e+04
6.33567901e+03 5.57396254e+04 3.62148966e+04 1.13425792e+03
4.23357620e+03 5.74306793e+03 1.75680263e+04 4.90369317e+02
1.64727866e+05 6.04715016e+03 5.43360392e-01 5.20994336e+02
3.41342599e+02 1.41794239e+04 9.01713808e+03 1.74691945e+08
2.85743397e+03 3.84320962e+06 1.01472799e-01 2.72765677e-02
7.00536783e+03 5.62133283e+04 6.85423384e+02]
iteration # 22500; log-lik = 233154.195263
[ 2.53054526e+05 2.99924775e+07 2.79864418e+04 6.28715898e+04
6.33546577e+03 5.57387722e+04 3.62158220e+04 1.13426137e+03
4.23356066e+03 5.74323487e+03 1.75680287e+04 4.90370285e+02
1.64748611e+05 6.04739576e+03 5.43294478e-01 5.20998319e+02
3.41342446e+02 1.41796374e+04 9.01713688e+03 1.74686127e+08
2.85746991e+03 3.84304839e+06 1.01473011e-01 2.72764603e-02
7.00530224e+03 5.62164249e+04 6.85457021e+02]
iteration # 22600; log-lik = 233154.195264
[ 2.53049229e+05 3.00052359e+07 2.79869213e+04 6.28715053e+04
6.33513334e+03 5.57367816e+04 3.62117894e+04 1.13409782e+03
4.23355462e+03 5.74324907e+03 1.75681190e+04 4.90364949e+02
1.64818956e+05 6.04738796e+03 5.43021557e-01 5.20984046e+02
3.41347206e+02 1.41800725e+04 9.01739402e+03 1.74754096e+08
2.85756023e+03 3.84460562e+06 1.01469166e-01 2.72751323e-02
7.00516197e+03 5.62177251e+04 6.85473059e+02]
iteration # 22700; log-lik = 233154.195264
[ 2.53049108e+05 3.00109849e+07 2.79868616e+04 6.28715148e+04
6.33488279e+03 5.57355889e+04 3.62105536e+04 1.13408309e+03
4.23351444e+03 5.74329597e+03 1.75678706e+04 4.90359491e+02
1.64849161e+05 6.04732239e+03 5.42811958e-01 5.20982794e+02
3.41350504e+02 1.41803057e+04 9.01733657e+03 1.74810634e+08
2.85757304e+03 3.84590781e+06 1.01465257e-01 2.72741657e-02
7.00501149e+03 5.62188945e+04 6.85488511e+02]
iteration # 22800; log-lik = 233154.195265
[ 2.53042157e+05 3.00148795e+07 2.79866707e+04 6.28713985e+04
6.33478111e+03 5.57347148e+04 3.62111598e+04 1.13414655e+03
4.23349806e+03 5.74323406e+03 1.75675986e+04 4.90359901e+02
1.64872887e+05 6.04733495e+03 5.42614022e-01 5.20990598e+02
3.41351931e+02 1.41803894e+04 9.01739553e+03 1.74855406e+08
2.85756312e+03 3.84692844e+06 1.01461387e-01 2.72734287e-02
7.00502933e+03 5.62200237e+04 6.85511130e+02]
iteration # 22900; log-lik = 233154.195265
[ 2.53050231e+05 3.00121750e+07 2.79865864e+04 6.28712280e+04
6.33483220e+03 5.57349930e+04 3.62111483e+04 1.13413710e+03
4.23352324e+03 5.74334531e+03 1.75676321e+04 4.90357659e+02
1.64852182e+05 6.04729524e+03 5.42730200e-01 5.20999476e+02
3.41364335e+02 1.41803411e+04 9.01737140e+03 1.74813889e+08
2.85758850e+03 3.84599631e+06 1.01464001e-01 2.72739820e-02
7.00509332e+03 5.62205885e+04 6.85518108e+02]
iteration # 23000; log-lik = 233154.195266
[ 2.53046366e+05 3.00109868e+07 2.79865036e+04 6.28714038e+04
6.33491455e+03 5.57351126e+04 3.62112140e+04 1.13412490e+03
4.23356600e+03 5.74315965e+03 1.75671555e+04 4.90351760e+02
1.64848697e+05 6.04727557e+03 5.42755763e-01 5.21027383e+02
3.41387677e+02 1.41802996e+04 9.01737551e+03 1.74804760e+08
2.85758159e+03 3.84576610e+06 1.01464342e-01 2.72742187e-02
7.00512549e+03 5.62204813e+04 6.85514848e+02]
iteration # 23100; log-lik = 233154.195266
[ 2.53049647e+05 3.00132476e+07 2.79866150e+04 6.28714776e+04
6.33483985e+03 5.57347253e+04 3.62110230e+04 1.13407508e+03
4.23359569e+03 5.74317455e+03 1.75671276e+04 4.90349825e+02
1.64859429e+05 6.04727310e+03 5.42716950e-01 5.21025427e+02
3.41385183e+02 1.41803799e+04 9.01738740e+03 1.74815078e+08
2.85757530e+03 3.84597009e+06 1.01463837e-01 2.72740563e-02
7.00509412e+03 5.62208944e+04 6.85518137e+02]
Optimization terminated successfully.
Current function value: -233154.195266
Iterations: 23165
Function evaluations: 28234
HJCFIT Fitting finished: 2016/02/11 11:39:11
CPU time in simplex= 2825.896872
Wallclock time in simplex= 2833.0548491477966
result=
final_simplex: (array([[ 12.44136064, 17.21711875, 10.23948459, 11.04884815,
8.75382305, 10.92835974, 10.49713103, 7.03360302,
8.3508114 , 8.65576619, 9.77378307, 6.19511159,
12.01279089, 8.70735769, -0.61117834, 6.25578846,
5.83300202, 9.55961217, 9.10690823, 18.97925377,
7.95772877, 15.1625547 , -2.28805903, -3.60182306,
8.85438668, 10.93704228, 6.53017519],
[ 12.44135748, 17.21709378, 10.23948313, 11.04884665,
8.75382514, 10.9283601 , 10.49713739, 7.03361079,
8.3508121 , 8.65576531, 9.77377938, 6.19510695,
12.0127695 , 8.70735967, -0.61116094, 6.25579308,
5.83300699, 9.55960981, 9.10690544, 18.97924569,
7.9577278 , 15.16254657, -2.28805956, -3.6018222 ,
8.85438257, 10.93704158, 6.53017461],
[ 12.44135392, 17.21709139, 10.23948269, 11.04884794,
8.75382599, 10.92836169, 10.49712334, 7.03359637,
8.35080984, 8.65576673, 9.77378482, 6.1951138 ,
12.01277372, 8.70735872, -0.61111866, 6.25579666,
5.83300647, 9.55961029, 9.1069054 , 18.97921475,
7.95772928, 15.1625144 , -2.28805304, -3.60181764,
8.85438328, 10.93704179, 6.53017348],
[ 12.44135811, 17.21707397, 10.23948123, 11.04884733,
8.75382704, 10.92836173, 10.4971383 , 7.03362021,
8.35080573, 8.65576609, 9.77377903, 6.19511229,
12.01275049, 8.70735964, -0.61113886, 6.25579637,
5.83300787, 9.55960817, 9.10690364, 18.97922346,
7.95772741, 15.16252367, -2.28805706, -3.60181964,
8.85438578, 10.93704423, 6.53017818],
[ 12.44135217, 17.21711131, 10.23948423, 11.04884731,
8.75382089, 10.92835927, 10.49713001, 7.03360448,
8.3508087 , 8.65577269, 9.77378525, 6.1951149 ,
12.01279564, 8.70736169, -0.61115656, 6.25579061,
5.83300638, 9.55961258, 9.10690611, 18.97922736,
7.95772921, 15.16252662, -2.28805423, -3.60182005,
8.85438618, 10.93704485, 6.5301773 ],
[ 12.44135536, 17.21709873, 10.23948172, 11.04884809,
8.7538267 , 10.92836166, 10.49712767, 7.03358936,
8.35081104, 8.65576679, 9.77378285, 6.19511628,
12.01277664, 8.70735812, -0.61111 , 6.25579761,
5.83301022, 9.55961015, 9.10690866, 18.97919419,
7.95772904, 15.16249268, -2.28805084, -3.60181608,
8.85438823, 10.9370424 , 6.53017536],
[ 12.44135702, 17.2170898 , 10.23948239, 11.0488476 ,
8.75382431, 10.92836088, 10.49713145, 7.03360987,
8.35080841, 8.6557707 , 9.77378262, 6.1951156 ,
12.01276621, 8.70735754, -0.61113651, 6.25579064,
5.83300583, 9.5596101 , 9.10690504, 18.97921887,
7.95772953, 15.16251944, -2.28805474, -3.60181938,
8.85438592, 10.93704286, 6.53017632],
[ 12.44134974, 17.21716117, 10.23948331, 11.04884811,
8.75381472, 10.92835443, 10.49712621, 7.03359348,
8.35080938, 8.65576665, 9.77378198, 6.19511284,
12.01284652, 8.70735866, -0.6112537 , 6.25578908,
5.83300624, 9.55961521, 9.10690717, 18.97931853,
7.95772785, 15.16261864, -2.28806561, -3.60182886,
8.85438501, 10.93704623, 6.53017912],
[ 12.44135149, 17.2171479 , 10.23948298, 11.04884743,
8.75381875, 10.92835683, 10.49711496, 7.03359385,
8.35080838, 8.65576705, 9.77377962, 6.19511056,
12.01282435, 8.70735506, -0.61122782, 6.25579228,
5.83300543, 9.55961289, 9.10690702, 18.97931173,
7.95772822, 15.16261407, -2.28806498, -3.6018283 ,
8.8543846 , 10.9370423 , 6.53017579],
[ 12.44134999, 17.21709154, 10.23948222, 11.04884829,
8.75382766, 10.92836227, 10.49713011, 7.03360657,
8.35081045, 8.65576632, 9.77378181, 6.19511166,
12.01277633, 8.70735836, -0.61112994, 6.25579814,
5.83301344, 9.55960984, 9.10690791, 18.97921049,
7.95772971, 15.16251142, -2.28805319, -3.60181804,
8.85438842, 10.93703926, 6.53017185],
[ 12.44135083, 17.21711494, 10.2394818 , 11.04884778,
8.75382213, 10.92835903, 10.49712864, 7.03360052,
8.35080884, 8.65576681, 9.77378103, 6.19511334,
12.01279883, 8.7073588 , -0.61117319, 6.25579784,
5.83301081, 9.55961173, 9.10690592, 18.97924856,
7.95772875, 15.16254895, -2.28805769, -3.60182144,
8.85438624, 10.93704425, 6.5301774 ],
[ 12.44135859, 17.2171202 , 10.23948298, 11.04884902,
8.75382112, 10.92835923, 10.49713144, 7.03359689,
8.35080901, 8.65577078, 9.77378239, 6.19511423,
12.01279573, 8.70735488, -0.61116919, 6.25578974,
5.83300481, 9.55961238, 9.10690731, 18.97923862,
7.95773098, 15.16253749, -2.28805603, -3.60182198,
8.85438851, 10.93704403, 6.53017691],
[ 12.44135174, 17.21711827, 10.239482 , 11.04884752,
8.75382369, 10.92836047, 10.49712774, 7.03359989,
8.35080912, 8.65576379, 9.77377917, 6.19511424,
12.01279978, 8.70735783, -0.61117149, 6.25579267,
5.83300477, 9.55961211, 9.10690868, 18.97925402,
7.95772946, 15.16255417, -2.28805851, -3.60182266,
8.85438612, 10.93704085, 6.53017327],
[ 12.44135489, 17.21710113, 10.23948166, 11.04884702,
8.75382448, 10.92836133, 10.49713848, 7.03360495,
8.3508103 , 8.65576912, 9.77378199, 6.19511527,
12.01278067, 8.70735975, -0.61114114, 6.25579434,
5.83300491, 9.55961157, 9.1069076 , 18.97921558,
7.95772623, 15.16251539, -2.28805419, -3.60181821,
8.85438801, 10.93704266, 6.53017615],
[ 12.44135308, 17.21712081, 10.23948179, 11.04884816,
8.75382302, 10.92835946, 10.4971227 , 7.03359507,
8.3508084 , 8.65576503, 9.77377918, 6.195116 ,
12.01280136, 8.70735776, -0.61117105, 6.25579672,
5.83300723, 9.55961132, 9.10690721, 18.97925332,
7.95772812, 15.16255188, -2.28805807, -3.60182197,
8.85438833, 10.93704397, 6.53017653],
[ 12.44135215, 17.21715054, 10.23948297, 11.0488471 ,
8.75381735, 10.92835775, 10.49711882, 7.03358023,
8.35081084, 8.65577206, 9.77378229, 6.19511599,
12.01283492, 8.70735959, -0.61118489, 6.25579015,
5.83300784, 9.55961557, 9.10690847, 18.9792589 ,
7.95772695, 15.16255579, -2.28805611, -3.60182242,
8.85439059, 10.93704197, 6.53017403],
[ 12.4413553 , 17.21710837, 10.23948268, 11.0488472 ,
8.75382142, 10.92835934, 10.49713101, 7.03360792,
8.35080803, 8.65577037, 9.773781 , 6.1951124 ,
12.01278917, 8.70736043, -0.61116976, 6.2557915 ,
5.83300675, 9.5596113 , 9.10690517, 18.97924508,
7.95772823, 15.1625461 , -2.28805777, -3.60182231,
8.854386 , 10.93704466, 6.53017685],
[ 12.4413448 , 17.21712016, 10.2394825 , 11.04884759,
8.75382109, 10.92835845, 10.49712173, 7.03359642,
8.35080762, 8.65577101, 9.77378375, 6.19511981,
12.0128102 , 8.70735773, -0.61116941, 6.25579109,
5.83300516, 9.55961137, 9.10690584, 18.979253 ,
7.95772622, 15.1625506 , -2.28805655, -3.60182185,
8.85439062, 10.93704312, 6.53017626],
[ 12.4413594 , 17.21706934, 10.23948205, 11.04884774,
8.7538273 , 10.92836294, 10.49713591, 7.03360874,
8.35080803, 8.65576985, 9.77377868, 6.19511411,
12.01274408, 8.70735687, -0.61110445, 6.25579677,
5.83300725, 9.55960783, 9.10690257, 18.97919877,
7.95772745, 15.16249636, -2.28805245, -3.60181604,
8.85438813, 10.93704137, 6.53017371],
[ 12.4413517 , 17.21709495, 10.23948372, 11.04884866,
8.75382572, 10.92836087, 10.49713033, 7.03359869,
8.35080973, 8.65576502, 9.77378132, 6.19511436,
12.0127776 , 8.70735645, -0.6111335 , 6.25579731,
5.83301355, 9.55961032, 9.10690614, 18.97921796,
7.95772846, 15.16251666, -2.28805391, -3.60181813,
8.85438733, 10.93704173, 6.53017402],
[ 12.44135478, 17.21710643, 10.2394824 , 11.04884755,
8.75382362, 10.92836049, 10.49712724, 7.03358971,
8.35080906, 8.65576931, 9.77378292, 6.19511459,
12.01278548, 8.70735839, -0.61113124, 6.25579219,
5.83300809, 9.55961118, 9.10690672, 18.97921712,
7.95773084, 15.16251901, -2.28805325, -3.60181876,
8.85438568, 10.93704099, 6.53017362],
[ 12.44135686, 17.21708879, 10.23948295, 11.04884774,
8.75382435, 10.92836099, 10.49713932, 7.03361167,
8.3508084 , 8.6557678 , 9.77378274, 6.1951139 ,
12.01276477, 8.70735827, -0.61114576, 6.25578838,
5.83300206, 9.55960917, 9.10690417, 18.97922978,
7.95772966, 15.16252961, -2.28805643, -3.6018205 ,
8.85438703, 10.93704245, 6.53017507],
[ 12.44135648, 17.21710252, 10.23948215, 11.04884553,
8.75382307, 10.92836038, 10.49713028, 7.03360479,
8.35080849, 8.65576869, 9.77378088, 6.1951148 ,
12.01278154, 8.70736273, -0.61114583, 6.25578884,
5.83300492, 9.55961182, 9.10690635, 18.97922689,
7.95773076, 15.16252741, -2.2880558 , -3.6018205 ,
8.85438528, 10.93704266, 6.53017551],
[ 12.44134983, 17.2170834 , 10.23948089, 11.04884701,
8.75382668, 10.92836192, 10.49712984, 7.03360731,
8.3508078 , 8.655769 , 9.7737816 , 6.19511444,
12.01277009, 8.70736155, -0.61111773, 6.25579755,
5.83301183, 9.55960953, 9.10690544, 18.97920354,
7.95772923, 15.16250466, -2.28805233, -3.60181703,
8.85438653, 10.93704086, 6.53017412],
[ 12.44135264, 17.21710385, 10.23948186, 11.04884645,
8.75382244, 10.92835879, 10.49712877, 7.03360142,
8.35080765, 8.65577037, 9.77378512, 6.19511325,
12.01278577, 8.70736035, -0.61115139, 6.25579308,
5.83301156, 9.5596107 , 9.1069056 , 18.97922637,
7.95773038, 15.16252714, -2.2880558 , -3.6018204 ,
8.85438733, 10.93704628, 6.5301792 ],
[ 12.44134657, 17.21709879, 10.2394815 , 11.04884855,
8.75382549, 10.92836053, 10.49713325, 7.03361049,
8.3508097 , 8.65576237, 9.77377822, 6.19511211,
12.01278669, 8.70735809, -0.61115807, 6.25580319,
5.83302033, 9.5596112 , 9.10690759, 18.97922701,
7.95772935, 15.16252807, -2.28805602, -3.60181987,
8.85438544, 10.93704351, 6.53017639],
[ 12.44134979, 17.21709371, 10.23948269, 11.04884733,
8.75382541, 10.92836151, 10.49713553, 7.03361042,
8.35080869, 8.65576934, 9.7737828 , 6.19511359,
12.0127782 , 8.70735986, -0.61114094, 6.25579486,
5.83300502, 9.55961026, 9.10690677, 18.97921982,
7.95772946, 15.16252128, -2.2880544 , -3.60181876,
8.85438479, 10.93704111, 6.530175 ],
[ 12.44135579, 17.21709085, 10.23948277, 11.04884736,
8.75382549, 10.92836162, 10.49712955, 7.03360033,
8.35080913, 8.65576941, 9.77378357, 6.19511326,
12.01277048, 8.70736004, -0.61112046, 6.25579397,
5.83301009, 9.55961008, 9.10690547, 18.97920778,
7.95772949, 15.16250776, -2.28805262, -3.60181705,
8.85438779, 10.93704051, 6.53017287]]), array([-233154.19526622, -233154.1952662 , -233154.1952662 ,
-233154.1952662 , -233154.1952662 , -233154.19526619,
-233154.19526619, -233154.19526619, -233154.19526618,
-233154.19526618, -233154.19526618, -233154.19526618,
-233154.19526618, -233154.19526617, -233154.19526617,
-233154.19526617, -233154.19526617, -233154.19526616,
-233154.19526616, -233154.19526616, -233154.19526616,
-233154.19526616, -233154.19526615, -233154.19526615,
-233154.19526614, -233154.19526614, -233154.19526614,
-233154.19526613]))
fun: -233154.19526622375
message: 'Optimization terminated successfully.'
nfev: 28234
nit: 23165
status: 0
success: True
x: array([ 12.44136064, 17.21711875, 10.23948459, 11.04884815,
8.75382305, 10.92835974, 10.49713103, 7.03360302,
8.3508114 , 8.65576619, 9.77378307, 6.19511159,
12.01279089, 8.70735769, -0.61117834, 6.25578846,
5.83300202, 9.55961217, 9.10690823, 18.97925377,
7.95772877, 15.1625547 , -2.28805903, -3.60182306,
8.85438668, 10.93704228, 6.53017519])
Final log-likelihood = 233154.195266
Number of iterations = 23165
Number of evaluations = 28234
Final rate constants:
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 253054.622558
From A3F3 to A3F3O beta3fff 30012326.9388
From A3F2O to A3F2 alpha3ff 27986.6976893
From A3F2 to A3F2O beta3ff 62871.4945011
From A2F2O to A2F2 alpha2ff 6334.86033119
From A2F2 to A2F2O beta2ff 55734.7849606
From A3F1O to A3F1 alpha3f 36211.4638333
From A3F1 to A3F1O beta3f 1134.10948012
From A2F1O to A2F1 alpha2f 4233.61450596
From A2F1 to A2F1O beta2f 5743.16762327
From A1F1O to A1F1 alpha1f 17567.0992823
From A1F1 to A1F1O beta1f 490.346162057
From A3F3 to A3F2 gama3fff 164849.940257
From A3F2 to A3F3 delta3fff 6047.24269011
From A3F2 to A2F2 3kff(-3) 0.542710993044
From A2F2 to A3F2 kff(+3) 16.9450053348
From A3F2 to A3F1 gama3ff 521.020016436
From A3F1 to A3F2 delta3ff 341.381977735
From A2F2 to A2F1 gama2ff 14180.3456141
From A2F1 to A2F2 delta2ff 9017.37211441
From A3F1 to A2F1 3kf(-3) 5769060.54004
From A2F1 to A3F1 kf(+3) 174817611.294
From A3F1 to A3R gama3f 2857.57536123
From A3R to A3F1 delta3f 851.452655826
From A2F1 to A1F1 2kf(-2) 3846040.36003
From A1F1 to A2F1 2kf(+2) 349635222.587
From A2F1 to A2R gama2f 0.101463208104
From A2R to A2F1 delta2f 0.0272739550962
From A1F1 to A1R gama1f 7005.05060298
From A1R to A1F1 delta1f 1698.74240308
From A3R to A2R 3k(-3) 2056.55489459
From A2R to A3R k(+3) 56220.8116473
From A2R to A1R 2k(-2) 1371.03659639
From A1R to A2R 2k(+2) 112441.623295
From A1R to R k(-1) 685.518298197
From R to A1R 3k(+1) 168662.434942
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 4.592838838e+14
backward product = 4.592838838e+14
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 2.802020459e+13
backward product = 2.802020459e+13
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 8.262288248e+13
backward product = 8.262288248e+13
Raw
fitGlyRke4.py clang run 1 long double
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keA.scn
Concentration of agonist = 300.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = 0.600 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for bursts calculated asin Colquhoun, Hawkes & Srodzinski, (1996, eqs 5.8, 5.11).
Number of resolved intervals = 11662
Number of resolved periods = 11088
Number of open periods = 5544
Mean and SD of open periods = 0.397568729 +/- 1.362546164 ms
Range of open periods from 0.040033814 ms to 83.755209722 ms
Number of shut intervals = 5544
Mean and SD of shut periods = 109.531529248 +/- 2942.205429077 ms
Range of shut periods from 0.040052371 ms to 204117.309570312 ms
Last shut period = 10.665501468 ms
Number of bursts = 4618
Average length = 0.504651324 ms
Range: 0.040 to 83.755 millisec
Average number of openings= 1.200519706
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keB.scn
Concentration of agonist = 3000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -70.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14296
Number of resolved periods = 12338
Number of open periods = 6169
Mean and SD of open periods = 0.568432008 +/- 0.781032231 ms
Range of open periods from 0.040003666 ms to 23.221036885 ms
Number of shut intervals = 6169
Mean and SD of shut periods = 3.801412648 +/- 35.561904311 ms
Range of shut periods from 0.040001163 ms to 2761.569499969 ms
Last shut period = 0.373572315 ms
Number of bursts = 3
Average length = 8038.560359078 ms
Range: 1572.336 to 17533.538 millisec
Average number of openings= 2056.333333333
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keC.scn
Concentration of agonist = 30000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 7569
Number of resolved periods = 5810
Number of open periods = 2905
Mean and SD of open periods = 0.764939965 +/- 1.200268148 ms
Range of open periods from 0.040136722 ms to 20.713106598 ms
Number of shut intervals = 2905
Mean and SD of shut periods = 76.107278466 +/- 2832.809209824 ms
Range of shut periods from 0.037358772 ms to 109791.648864746 ms
Last shut period = 0.037358772 ms
Number of bursts = 5
Average length = 886.178571851 ms
Range: 0.222 to 2465.916 millisec
Average number of openings= 581.000000000
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keD.scn
Concentration of agonist = 100000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14723
Number of resolved periods = 12210
Number of open periods = 6105
Mean and SD of open periods = 0.888958726 +/- 1.245775257 ms
Range of open periods from 0.040174076 ms to 21.068737711 ms
Number of shut intervals = 6105
Mean and SD of shut periods = 5.588796455 +/- 134.609654546 ms
Range of shut periods from 0.037023197 ms to 7994.186401367 ms
Last shut period = 0.037023197 ms
Number of bursts = 25
Average length = 478.491306786 ms
Range: 0.073 to 3397.090 millisec
Average number of openings= 244.200000000
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 164180.872344
From A3F3 to A3F3O beta3fff 879798.259388
From A3F2O to A3F2 alpha3ff 17631.1000954
From A3F2 to A3F2O beta3ff 75963.8340657
From A2F2O to A2F2 alpha2ff 18512.6542595
From A2F2 to A2F2O beta2ff 72165.6459847
From A3F1O to A3F1 alpha3f 19957.2751004
From A3F1 to A3F1O beta3f 302.572972131
From A2F1O to A2F1 alpha2f 20555.9927824
From A2F1 to A2F1O beta2f 293.495791624
From A1F1O to A1F1 alpha1f 21154.7104645
From A1F1 to A1F1O beta1f 284.418611117
From A3F3 to A3F2 gama3fff 11673.7928596
From A3F2 to A3F3 delta3fff 2585.56822991
From A3F2 to A2F2 3kff(-3) 26.209768672
From A2F2 to A3F2 kff(+3) 684.568191741
From A3F2 to A3F1 gama3ff 2862.00095617
From A3F1 to A3F2 delta3ff 1741.88100927
From A2F2 to A2F1 gama2ff 11625.274006
From A2F1 to A2F2 delta2ff 8662.55618102
From A3F1 to A2F1 3kf(-3) 1436109.06916
From A2F1 to A3F1 kf(+3) 45923513.6955
From A3F1 to A3R gama3f 2473.77597999
From A3R to A3F1 delta3f 769.546855601
From A2F1 to A1F1 2kf(-2) 957406.04611
From A1F1 to A2F1 2kf(+2) 91847027.3909
From A2F1 to A2R gama2f 0.0997096333233
From A2R to A2F1 delta2f 0.027994525861
From A1F1 to A1R gama1f 7438.33684661
From A1R to A1F1 delta1f 1884.83412534
From A3R to A2R 3k(-3) 1507.83869722
From A2R to A3R k(+3) 43517.4928712
From A2R to A1R 2k(-2) 1005.22579814
From A1R to A2R 2k(+2) 87034.9857424
From A1R to R k(-1) 502.612899072
From R to A1R 3k(+1) 130552.478614
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.437361683e+16
backward product = 2.437361683e+16
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 4.795384982e+12
backward product = 4.795384982e+12
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.735157837e+13
backward product = 1.735157837e+13
Starting likelihood = 232502.287977
iteration # 100; log-lik = 232928.154662
[ 1.41924696e+05 9.91282568e+05 1.97840130e+04 7.82168302e+04
1.71306492e+04 7.68160837e+04 1.91299496e+04 3.29285607e+02
2.03109769e+04 3.21385337e+02 1.77876364e+04 3.07427710e+02
9.53885963e+03 3.14538983e+03 2.66831193e+01 2.88401102e+03
1.83802336e+03 9.93511657e+03 9.46742351e+03 4.79548708e+07
2.69765023e+03 9.59381397e+05 9.69674010e-02 2.95029655e-02
7.21696699e+03 4.79948914e+04 4.64842402e+02]
iteration # 200; log-lik = 232979.192057
[ 1.39959379e+05 1.17018226e+06 2.16700680e+04 7.53653081e+04
1.71029252e+04 7.68171076e+04 1.71190644e+04 3.42107973e+02
1.98215160e+04 3.28061884e+02 1.57404148e+04 3.69429873e+02
9.05588107e+03 2.93348168e+03 2.47742706e+01 2.66183859e+03
1.80308002e+03 9.82741621e+03 9.20819434e+03 4.89168093e+07
2.87111595e+03 9.56960899e+05 9.77159540e-02 3.00259005e-02
7.78208260e+03 4.73797799e+04 4.85791261e+02]
iteration # 300; log-lik = 233002.232358
[ 1.47312423e+05 1.12864285e+06 2.11448124e+04 7.36694063e+04
1.69317461e+04 7.74711685e+04 1.62870400e+04 3.92236574e+02
1.86587447e+04 3.48193383e+02 1.38161174e+04 4.13244661e+02
8.41526537e+03 2.83569328e+03 2.60822758e+01 2.44770496e+03
1.67354724e+03 9.51977339e+03 9.21709747e+03 4.62329996e+07
3.12459255e+03 9.75174512e+05 9.66457332e-02 2.93387769e-02
6.59904934e+03 4.70727221e+04 4.82397914e+02]
iteration # 400; log-lik = 233018.988138
[ 1.48644223e+05 1.25062179e+06 1.96390849e+04 7.13821925e+04
1.66352826e+04 7.76746330e+04 1.79133107e+04 4.21464957e+02
1.82306857e+04 3.83449704e+02 1.45437964e+04 4.31136662e+02
8.25161166e+03 2.74034750e+03 2.59165616e+01 2.29627631e+03
1.45026493e+03 9.53446236e+03 9.40284474e+03 4.72968854e+07
2.94066199e+03 9.44090357e+05 9.68547856e-02 2.88592808e-02
6.40567244e+03 4.66407464e+04 4.79943892e+02]
iteration # 500; log-lik = 233039.395788
[ 1.43921724e+05 1.32994457e+06 2.02449694e+04 6.68117594e+04
1.62172011e+04 7.94934703e+04 2.26566069e+04 5.29347681e+02
1.56810436e+04 4.50922832e+02 1.37971980e+04 4.71660034e+02
7.79209469e+03 2.60040045e+03 2.58362305e+01 1.98649454e+03
1.14826360e+03 9.86977844e+03 9.57688621e+03 4.71647054e+07
2.65861372e+03 8.73934049e+05 9.79258969e-02 2.91987287e-02
6.89841492e+03 4.51984767e+04 4.86336071e+02]
iteration # 600; log-lik = 233048.465860
[ 1.46262468e+05 1.28118709e+06 1.98733456e+04 6.65369686e+04
1.60324841e+04 7.98636684e+04 2.37706804e+04 6.30085713e+02
1.37892065e+04 4.95990174e+02 1.39243349e+04 5.00884359e+02
7.72789676e+03 2.63733775e+03 2.52296415e+01 1.89120845e+03
1.00135478e+03 9.99077801e+03 9.63004704e+03 4.87800502e+07
2.43395436e+03 8.51913920e+05 9.89014118e-02 2.94707396e-02
7.67575311e+03 4.49023615e+04 4.86137282e+02]
iteration # 700; log-lik = 233057.149323
[ 1.49512317e+05 1.23011740e+06 2.13138860e+04 6.79315040e+04
1.58888665e+04 8.01013199e+04 2.19366699e+04 7.27702613e+02
1.24049779e+04 5.27515813e+02 1.38621949e+04 5.62421214e+02
7.66341611e+03 2.79009095e+03 2.41159390e+01 1.80736481e+03
9.26036363e+02 9.97574384e+03 9.65850089e+03 4.96878513e+07
2.25527758e+03 8.29899324e+05 9.99611919e-02 3.03854219e-02
8.09623091e+03 4.53338548e+04 4.91714514e+02]
iteration # 800; log-lik = 233060.654072
[ 1.51402885e+05 1.16800642e+06 2.21648039e+04 6.90068340e+04
1.59982553e+04 7.92887719e+04 2.03651434e+04 7.86071809e+02
1.17987841e+04 5.45788246e+02 1.37135087e+04 5.68461400e+02
7.84646994e+03 2.95600780e+03 2.33945732e+01 1.76938109e+03
9.25737084e+02 9.85673993e+03 9.43903120e+03 4.95216116e+07
2.29888914e+03 8.15096090e+05 1.00533576e-01 3.01991878e-02
8.28623854e+03 4.57863064e+04 4.95039580e+02]
iteration # 900; log-lik = 233062.450423
[ 1.48141874e+05 1.14140374e+06 2.23716677e+04 6.85527156e+04
1.58599708e+04 7.94239596e+04 2.15671211e+04 8.22338534e+02
1.10904760e+04 5.64504346e+02 1.39878590e+04 5.58343931e+02
7.85790191e+03 2.96424252e+03 2.37553581e+01 1.71113928e+03
9.07245431e+02 9.97564384e+03 9.45234039e+03 4.91590432e+07
2.25573386e+03 8.04936581e+05 1.00595126e-01 3.01130966e-02
8.37852225e+03 4.56664346e+04 4.91602787e+02]
iteration # 1000; log-lik = 233065.495431
[ 1.48804115e+05 1.07812110e+06 2.37091142e+04 6.88080258e+04
1.55781518e+04 7.93410420e+04 2.24777392e+04 9.35575705e+02
9.00960759e+03 6.37900169e+02 1.41156098e+04 5.59462899e+02
7.69678557e+03 3.11874688e+03 2.43908467e+01 1.57122986e+03
8.72350317e+02 1.00211476e+04 9.34231224e+03 4.64133282e+07
2.30456767e+03 7.63399960e+05 1.02357514e-01 3.02529138e-02
8.26298275e+03 4.58105792e+04 4.90138216e+02]
iteration # 1100; log-lik = 233070.110392
[ 1.46828452e+05 9.88461558e+05 2.47264040e+04 6.84627358e+04
1.51382532e+04 7.86007127e+04 2.36739665e+04 1.06013101e+03
6.15754895e+03 7.41703545e+02 1.48154493e+04 5.26033863e+02
7.44409643e+03 3.24714750e+03 2.62198276e+01 1.44435304e+03
8.90554632e+02 1.01414074e+04 9.39117570e+03 4.10152850e+07
2.63014887e+03 7.29553747e+05 1.04103859e-01 3.04145924e-02
7.80511749e+03 4.61691965e+04 4.94014435e+02]
iteration # 1200; log-lik = 233072.588350
[ 1.52109628e+05 9.70062495e+05 2.49902197e+04 6.83171048e+04
1.48738570e+04 7.78757571e+04 2.37557746e+04 1.14961403e+03
5.18320318e+03 8.23108752e+02 1.53445220e+04 5.20637322e+02
7.56306392e+03 3.44776661e+03 2.67748348e+01 1.36084107e+03
8.66139638e+02 1.02333363e+04 9.45962292e+03 3.90671057e+07
2.65025002e+03 7.08083409e+05 1.05247616e-01 3.05739238e-02
7.57159709e+03 4.63029302e+04 4.95595990e+02]
iteration # 1300; log-lik = 233075.301533
[ 1.66086080e+05 9.65310365e+05 2.54242231e+04 6.86107154e+04
1.49695403e+04 7.77883401e+04 2.23263610e+04 1.15480710e+03
5.27092594e+03 8.65080843e+02 1.52156919e+04 5.00137610e+02
7.31378999e+03 3.66634354e+03 2.76928269e+01 1.32122551e+03
8.67621608e+02 1.02774316e+04 9.42624621e+03 3.61871706e+07
2.70586045e+03 6.80767948e+05 1.05542569e-01 3.06555792e-02
7.31739795e+03 4.62567347e+04 4.95444934e+02]
iteration # 1400; log-lik = 233078.387294
[ 1.78712661e+05 9.58230317e+05 2.55523672e+04 6.83924684e+04
1.48196710e+04 7.74556422e+04 2.14015908e+04 1.25221797e+03
5.01657531e+03 9.58872219e+02 1.50399245e+04 4.90137925e+02
7.36835707e+03 3.95480647e+03 2.81543293e+01 1.22997990e+03
8.38564855e+02 1.02480296e+04 9.49433778e+03 3.40103824e+07
2.69876989e+03 6.55874822e+05 1.06207435e-01 3.05068201e-02
7.05400919e+03 4.62609229e+04 4.97293960e+02]
iteration # 1500; log-lik = 233088.714461
[ 2.34118220e+05 1.02717175e+06 2.61505498e+04 6.55074959e+04
1.45181772e+04 7.76493768e+04 2.25441698e+04 1.27879574e+03
5.29057185e+03 1.23831672e+03 1.51439906e+04 4.09877188e+02
7.04769672e+03 5.04597610e+03 3.23238689e+01 9.87999730e+02
7.54543076e+02 1.04613771e+04 9.62424563e+03 2.53503023e+07
2.78680516e+03 5.61209856e+05 1.06991720e-01 3.09720830e-02
6.31249593e+03 4.48073561e+04 4.88339586e+02]
iteration # 1600; log-lik = 233098.368190
[ 3.16342090e+05 1.23448529e+06 2.64614166e+04 6.06584389e+04
1.38487340e+04 7.72141824e+04 2.35193038e+04 1.31475945e+03
5.53047572e+03 1.66142106e+03 1.51645013e+04 3.72238947e+02
6.88366962e+03 6.50465218e+03 3.56972763e+01 7.52476142e+02
6.21342857e+02 1.05267358e+04 9.78474120e+03 1.88984120e+07
3.02419186e+03 4.68803907e+05 1.08103957e-01 3.16089483e-02
5.88398693e+03 4.31283721e+04 4.89108570e+02]
iteration # 1700; log-lik = 233102.354114
[ 3.38999208e+05 1.20973797e+06 2.54083467e+04 5.97522425e+04
1.36200097e+04 7.69786989e+04 2.32738837e+04 1.47292370e+03
5.64390939e+03 1.85005419e+03 1.49324400e+04 3.77483446e+02
6.37549371e+03 6.72056627e+03 3.69162444e+01 6.90971452e+02
5.48549774e+02 1.03739448e+04 9.82836187e+03 1.75478463e+07
3.23836427e+03 4.48322116e+05 1.08389909e-01 3.13877796e-02
5.75418581e+03 4.25887218e+04 4.87563870e+02]
iteration # 1800; log-lik = 233105.816071
[ 3.27545388e+05 1.20413284e+06 2.50498360e+04 5.92421713e+04
1.34450147e+04 7.62767011e+04 2.47483146e+04 1.48307980e+03
5.43776239e+03 1.90706579e+03 1.51734412e+04 3.82931873e+02
6.68477354e+03 6.88322197e+03 3.59378486e+01 6.87220876e+02
5.31767438e+02 1.02525134e+04 9.73948985e+03 1.74148697e+07
3.18233146e+03 4.46197126e+05 1.08762685e-01 3.11838802e-02
5.96710158e+03 4.28518018e+04 4.92404354e+02]
iteration # 1900; log-lik = 233109.352055
[ 3.72055646e+05 1.23049634e+06 2.43520934e+04 5.81383202e+04
1.30392391e+04 7.50453064e+04 2.56949364e+04 1.60899870e+03
4.80598341e+03 2.28426187e+03 1.51964469e+04 3.73944934e+02
6.47355845e+03 7.57759393e+03 3.64370038e+01 6.36508205e+02
4.76247391e+02 1.02379131e+04 9.71046685e+03 1.55652983e+07
3.33545935e+03 4.15913716e+05 1.09573328e-01 3.12469049e-02
5.91487711e+03 4.29991632e+04 5.00993501e+02]
iteration # 2000; log-lik = 233113.229377
[ 4.01167273e+05 1.34202268e+06 2.36280227e+04 5.72971136e+04
1.27631642e+04 7.45745153e+04 2.92913423e+04 1.57499587e+03
4.89096156e+03 2.52490376e+03 1.49494378e+04 3.83876153e+02
6.51309124e+03 7.60987621e+03 3.48358616e+01 6.30193092e+02
4.37802749e+02 1.01497442e+04 9.59179895e+03 1.49474303e+07
3.05643943e+03 3.81556624e+05 1.10162352e-01 3.18069100e-02
6.65850383e+03 4.31238267e+04 5.10967091e+02]
iteration # 2100; log-lik = 233117.241846
[ 4.66081812e+05 1.44558194e+06 2.37573938e+04 5.67169329e+04
1.23726761e+04 7.38022048e+04 3.19478062e+04 1.58474033e+03
4.88588309e+03 3.02004421e+03 1.47298592e+04 3.74484645e+02
6.29902431e+03 7.99507730e+03 3.51125437e+01 5.81843101e+02
3.90758208e+02 1.02393572e+04 9.52027316e+03 1.28899179e+07
2.99215445e+03 3.31829016e+05 1.11930443e-01 3.21319952e-02
6.77027633e+03 4.32785899e+04 5.21020981e+02]
iteration # 2200; log-lik = 233126.839909
[ 6.17793005e+05 1.69238755e+06 2.56289667e+04 5.76110854e+04
1.10517286e+04 7.23873220e+04 3.87620255e+04 1.68856986e+03
4.47673512e+03 4.62142497e+03 1.48213355e+04 3.94603541e+02
5.24585075e+03 7.40986484e+03 3.83170238e+01 4.61246479e+02
3.16160989e+02 1.07575188e+04 9.23358700e+03 8.20549796e+06
3.08401270e+03 2.15224409e+05 1.21026742e-01 3.37090438e-02
6.89897984e+03 4.38436611e+04 5.42760027e+02]
iteration # 2300; log-lik = 233133.813281
[ 6.49338750e+05 1.71205268e+06 2.75005724e+04 6.14319776e+04
1.04119546e+04 7.19689849e+04 4.12608639e+04 1.67188787e+03
4.40632645e+03 5.15564014e+03 1.52157553e+04 4.18720485e+02
5.04388833e+03 6.35900617e+03 3.86109409e+01 4.48151705e+02
3.18779174e+02 1.11364254e+04 8.88612212e+03 7.17357938e+06
2.99780758e+03 1.73668515e+05 1.27790997e-01 3.47977383e-02
6.91991809e+03 4.49324716e+04 5.47048628e+02]
iteration # 2400; log-lik = 233135.695276
[ 6.26076378e+05 1.70750180e+06 2.76648118e+04 6.26583827e+04
1.03017903e+04 7.17088666e+04 4.09030956e+04 1.68210508e+03
4.49217036e+03 5.09906026e+03 1.59180318e+04 4.20867623e+02
5.19279095e+03 6.11192320e+03 3.79956414e+01 4.55760722e+02
3.27535733e+02 1.12652468e+04 8.78772951e+03 7.12399606e+06
3.06465909e+03 1.68659964e+05 1.29228945e-01 3.50539277e-02
6.87993873e+03 4.56365657e+04 5.44340698e+02]
iteration # 2500; log-lik = 233136.831060
[ 5.87782304e+05 1.70595656e+06 2.81284111e+04 6.33430352e+04
1.02587073e+04 7.15015048e+04 4.21094456e+04 1.71194405e+03
4.49820959e+03 5.07443729e+03 1.59975671e+04 4.33784403e+02
5.27336911e+03 5.79818002e+03 3.66870855e+01 4.65774375e+02
3.31670482e+02 1.12635311e+04 8.75616622e+03 7.17551325e+06
3.00966630e+03 1.66390794e+05 1.29812989e-01 3.52727612e-02
7.05211833e+03 4.62127425e+04 5.47813427e+02]
iteration # 2600; log-lik = 233138.456119
[ 5.65410573e+05 1.73113847e+06 2.86004728e+04 6.36893854e+04
1.01249911e+04 7.04975574e+04 4.45187065e+04 1.73752894e+03
4.48100000e+03 5.30344942e+03 1.61555290e+04 4.30528798e+02
5.49358256e+03 5.73831191e+03 3.45073908e+01 4.67350071e+02
3.31773761e+02 1.12389562e+04 8.68888055e+03 6.96781903e+06
3.04933554e+03 1.61424968e+05 1.30475560e-01 3.54400916e-02
7.05933041e+03 4.70591985e+04 5.57877182e+02]
iteration # 2700; log-lik = 233139.361638
[ 5.13839309e+05 1.71619344e+06 2.83215460e+04 6.35156020e+04
1.01982126e+04 7.01663698e+04 4.47592968e+04 1.79433052e+03
4.49436287e+03 5.10669675e+03 1.63154655e+04 4.36963632e+02
5.87641900e+03 5.80149419e+03 3.24163681e+01 4.77619193e+02
3.37550471e+02 1.11225319e+04 8.73078449e+03 7.40636685e+06
3.03009877e+03 1.71064880e+05 1.29392669e-01 3.50983772e-02
7.08610721e+03 4.75259144e+04 5.63618571e+02]
iteration # 2800; log-lik = 233139.839857
[ 4.93716221e+05 1.74414430e+06 2.85585423e+04 6.35839368e+04
1.00822155e+04 6.97332795e+04 4.70042214e+04 1.82765253e+03
4.46718183e+03 5.24906504e+03 1.65465226e+04 4.40334288e+02
6.09094962e+03 5.72533158e+03 3.11148808e+01 4.77971558e+02
3.34993350e+02 1.11478219e+04 8.71523705e+03 7.25917662e+06
3.01938704e+03 1.67314586e+05 1.30170516e-01 3.52512845e-02
7.09409322e+03 4.80052511e+04 5.71940089e+02]
iteration # 2900; log-lik = 233140.254281
[ 4.63276072e+05 1.80469145e+06 2.86692384e+04 6.32719407e+04
9.96204997e+03 6.92298695e+04 4.80608733e+04 1.89608789e+03
4.52363469e+03 5.34282713e+03 1.69026248e+04 4.45856631e+02
6.66186239e+03 5.87599756e+03 2.89618762e+01 4.75414305e+02
3.28916023e+02 1.11165917e+04 8.68975726e+03 7.42645904e+06
3.01818840e+03 1.69496101e+05 1.30202227e-01 3.52635972e-02
7.11298635e+03 4.87527075e+04 5.78421240e+02]
iteration # 3000; log-lik = 233141.048428
[ 4.49870053e+05 1.86319853e+06 2.84298963e+04 6.31521443e+04
9.82634428e+03 6.88337482e+04 4.90142082e+04 1.88868159e+03
4.43689490e+03 5.43200892e+03 1.69527174e+04 4.45453287e+02
6.97832397e+03 5.88532082e+03 2.78937726e+01 4.85433382e+02
3.31444960e+02 1.11862333e+04 8.62090817e+03 7.48831417e+06
3.01370396e+03 1.71943427e+05 1.30841848e-01 3.52649492e-02
7.03361550e+03 4.92754726e+04 5.87816871e+02]
iteration # 3100; log-lik = 233141.844952
[ 3.89819914e+05 1.99411621e+06 2.81236647e+04 6.18595976e+04
9.61008054e+03 6.80082979e+04 5.12274940e+04 2.00066530e+03
4.34940734e+03 5.56627374e+03 1.72312594e+04 4.60978152e+02
8.35537523e+03 6.17747195e+03 2.46832364e+01 4.97380041e+02
3.25926484e+02 1.12233671e+04 8.53207549e+03 8.04063511e+06
2.89357393e+03 1.82043419e+05 1.30829013e-01 3.52377195e-02
7.20722651e+03 5.06635061e+04 6.05078699e+02]
iteration # 3200; log-lik = 233142.643585
[ 3.88947908e+05 2.10001613e+06 2.76436560e+04 6.17754830e+04
9.45662630e+03 6.77727258e+04 5.08035050e+04 1.98044846e+03
4.31246309e+03 5.67440973e+03 1.73079637e+04 4.61729986e+02
8.90031499e+03 6.32180560e+03 2.38065245e+01 5.08633720e+02
3.25967345e+02 1.13100039e+04 8.46412438e+03 8.19068015e+06
2.87636863e+03 1.84783820e+05 1.31320745e-01 3.53598885e-02
7.14630663e+03 5.13165360e+04 6.12646616e+02]
iteration # 3300; log-lik = 233143.624095
[ 3.78846490e+05 2.27190504e+06 2.73539389e+04 6.17622320e+04
9.23107119e+03 6.73903033e+04 4.89555536e+04 1.93114982e+03
4.21123446e+03 5.68970220e+03 1.70510833e+04 4.72173574e+02
9.92161285e+03 6.42208165e+03 2.22528275e+01 5.44239445e+02
3.37575777e+02 1.14726752e+04 8.32023305e+03 8.57893294e+06
2.85449440e+03 1.91083156e+05 1.32214761e-01 3.57381590e-02
7.07540406e+03 5.25526826e+04 6.28931915e+02]
iteration # 3400; log-lik = 233144.116111
[ 3.68235392e+05 2.43181071e+06 2.65291709e+04 6.09995647e+04
9.10472571e+03 6.68440459e+04 4.79174008e+04 1.85622493e+03
4.20421652e+03 5.72063212e+03 1.71476072e+04 4.63657519e+02
1.09874074e+04 6.69856786e+03 2.13543726e+01 5.75979756e+02
3.48217824e+02 1.15655169e+04 8.24650659e+03 8.86072185e+06
2.86758856e+03 1.99434397e+05 1.31818240e-01 3.59007395e-02
6.97126327e+03 5.34361077e+04 6.37517099e+02]
iteration # 3500; log-lik = 233144.661394
[ 3.62808833e+05 2.64828620e+06 2.62199633e+04 6.09532315e+04
8.96233040e+03 6.66031214e+04 4.61409106e+04 1.69796615e+03
4.19901365e+03 5.64466039e+03 1.70427813e+04 4.66667714e+02
1.17628943e+04 6.57333930e+03 2.12309873e+01 6.16159277e+02
3.75042114e+02 1.18017665e+04 8.21268957e+03 9.01586374e+06
2.81881111e+03 2.00012969e+05 1.32430783e-01 3.64431894e-02
6.92533523e+03 5.39559038e+04 6.44400558e+02]
iteration # 3600; log-lik = 233144.849162
[ 3.60256999e+05 2.63674356e+06 2.63518657e+04 6.12592431e+04
9.00378276e+03 6.66200674e+04 4.53929108e+04 1.67065434e+03
4.23609304e+03 5.55644235e+03 1.71326954e+04 4.65946643e+02
1.17644870e+04 6.46211824e+03 2.13278964e+01 6.23517934e+02
3.85572112e+02 1.17949920e+04 8.25036554e+03 9.01522114e+06
2.81930819e+03 2.00678141e+05 1.32304918e-01 3.65016966e-02
6.88028914e+03 5.39144991e+04 6.43149897e+02]
iteration # 3700; log-lik = 233144.975757
[ 3.48652825e+05 2.65746610e+06 2.63491033e+04 6.12805626e+04
8.95423738e+03 6.63213518e+04 4.52519604e+04 1.64972842e+03
4.23016767e+03 5.55878087e+03 1.71963459e+04 4.66008292e+02
1.22125729e+04 6.41925144e+03 2.09944534e+01 6.29160820e+02
3.93296472e+02 1.18108631e+04 8.22743538e+03 9.12847907e+06
2.82034929e+03 2.02510837e+05 1.32362395e-01 3.64432393e-02
6.83216156e+03 5.42838334e+04 6.45383464e+02]
iteration # 3800; log-lik = 233145.024746
[ 3.48873308e+05 2.70196923e+06 2.62293666e+04 6.12158429e+04
8.93655693e+03 6.62018602e+04 4.44836425e+04 1.61526314e+03
4.24228120e+03 5.52694269e+03 1.72107671e+04 4.62720263e+02
1.24736748e+04 6.48189188e+03 2.09312023e+01 6.36755035e+02
4.00430727e+02 1.18278670e+04 8.22933833e+03 9.20217477e+06
2.83270080e+03 2.04838147e+05 1.32185325e-01 3.64669823e-02
6.76689732e+03 5.43891390e+04 6.45892709e+02]
iteration # 3900; log-lik = 233145.143485
[ 3.41475262e+05 2.71998785e+06 2.62382620e+04 6.12185298e+04
8.88026125e+03 6.60024784e+04 4.45359934e+04 1.62945941e+03
4.21460282e+03 5.57905286e+03 1.72292921e+04 4.65115490e+02
1.28237177e+04 6.51123133e+03 2.04492217e+01 6.36323435e+02
4.00174782e+02 1.18044833e+04 8.18839502e+03 9.36106963e+06
2.83042293e+03 2.07574070e+05 1.32349100e-01 3.63970665e-02
6.77997674e+03 5.46026246e+04 6.48327667e+02]
iteration # 4000; log-lik = 233145.329902
[ 3.31552986e+05 2.86970081e+06 2.61268519e+04 6.13561839e+04
8.66563277e+03 6.53468119e+04 4.38542363e+04 1.57914632e+03
4.16336364e+03 5.77482735e+03 1.74062039e+04 4.66315937e+02
1.39281237e+04 6.52548919e+03 1.95399390e+01 6.49647060e+02
4.12236906e+02 1.18545369e+04 8.03799255e+03 9.59740546e+06
2.82867671e+03 2.12485809e+05 1.33446791e-01 3.65722369e-02
6.78006496e+03 5.51733977e+04 6.54790339e+02]
iteration # 4100; log-lik = 233145.466481
[ 3.34429947e+05 2.85594482e+06 2.61433745e+04 6.12390993e+04
8.68351879e+03 6.53333720e+04 4.36243209e+04 1.59189449e+03
4.15294933e+03 5.80570958e+03 1.74105368e+04 4.65618842e+02
1.37025095e+04 6.55598119e+03 1.95529335e+01 6.39979613e+02
4.08713966e+02 1.17841990e+04 8.05306815e+03 9.66681166e+06
2.84639945e+03 2.15583443e+05 1.33069676e-01 3.64735568e-02
6.81450553e+03 5.48246652e+04 6.52250149e+02]
iteration # 4200; log-lik = 233145.579027
[ 3.29830728e+05 2.85454889e+06 2.64014568e+04 6.14640149e+04
8.64462341e+03 6.51745106e+04 4.31337337e+04 1.58239736e+03
4.12399689e+03 5.83824819e+03 1.74733523e+04 4.67097016e+02
1.37957282e+04 6.45141176e+03 1.94578557e+01 6.39838739e+02
4.15004982e+02 1.18012671e+04 8.01081891e+03 9.74243470e+06
2.86001981e+03 2.16614869e+05 1.33484468e-01 3.65110785e-02
6.81336286e+03 5.47735382e+04 6.51362429e+02]
iteration # 4300; log-lik = 233145.677676
[ 3.28331169e+05 2.83744957e+06 2.62929481e+04 6.11651163e+04
8.64218734e+03 6.52720753e+04 4.32490568e+04 1.60057645e+03
4.13601120e+03 5.87043632e+03 1.75496109e+04 4.64067329e+02
1.37749074e+04 6.48633565e+03 1.93826726e+01 6.34883884e+02
4.08500610e+02 1.17736289e+04 7.99934694e+03 9.95410279e+06
2.85437578e+03 2.21306633e+05 1.33276907e-01 3.64036928e-02
6.82894562e+03 5.43235141e+04 6.47737997e+02]
iteration # 4400; log-lik = 233145.764848
[ 3.29455035e+05 2.82257963e+06 2.64267513e+04 6.11280295e+04
8.65546281e+03 6.52882161e+04 4.26697103e+04 1.60256236e+03
4.11654310e+03 5.87614294e+03 1.76386804e+04 4.60999287e+02
1.36873452e+04 6.52243402e+03 1.94824286e+01 6.32362153e+02
4.10201569e+02 1.17725754e+04 7.98810394e+03 1.00383530e+07
2.85868580e+03 2.24522697e+05 1.33224912e-01 3.63889984e-02
6.82579619e+03 5.40152985e+04 6.44093118e+02]
iteration # 4500; log-lik = 233145.828877
[ 3.24189837e+05 2.81113669e+06 2.65324260e+04 6.11367975e+04
8.63937465e+03 6.51809556e+04 4.22659442e+04 1.60862353e+03
4.09436801e+03 5.90281743e+03 1.76566705e+04 4.59977807e+02
1.37560020e+04 6.47407608e+03 1.91997949e+01 6.31691930e+02
4.11390294e+02 1.17414749e+04 7.95539293e+03 1.03272229e+07
2.86650207e+03 2.30571426e+05 1.33061953e-01 3.62691273e-02
6.82993733e+03 5.38791469e+04 6.42496165e+02]
iteration # 4600; log-lik = 233145.896551
[ 3.27312431e+05 2.79813022e+06 2.64302580e+04 6.11698738e+04
8.70107439e+03 6.52518918e+04 4.18039966e+04 1.59790109e+03
4.10909164e+03 5.81470696e+03 1.75475920e+04 4.57656836e+02
1.35981114e+04 6.50558102e+03 1.92284516e+01 6.35448391e+02
4.14563843e+02 1.16885325e+04 7.99396319e+03 1.04710482e+07
2.85959505e+03 2.35170455e+05 1.32337386e-01 3.61753031e-02
6.81918167e+03 5.37694015e+04 6.41624427e+02]
iteration # 4700; log-lik = 233146.032343
[ 3.28482464e+05 2.80984299e+06 2.64905160e+04 6.13785040e+04
8.73091836e+03 6.52762422e+04 4.12765099e+04 1.60109772e+03
4.11475955e+03 5.77158767e+03 1.73611468e+04 4.54121042e+02
1.34528548e+04 6.46889676e+03 1.85502043e+01 6.44860521e+02
4.15070581e+02 1.16066704e+04 7.98900836e+03 1.10437533e+07
2.85197606e+03 2.48743529e+05 1.31287168e-01 3.60150769e-02
6.78183607e+03 5.38014182e+04 6.42545091e+02]
iteration # 4800; log-lik = 233146.123677
[ 3.34441894e+05 2.80297949e+06 2.65552262e+04 6.16337142e+04
8.73959239e+03 6.54028425e+04 4.13085084e+04 1.58979283e+03
4.12184328e+03 5.75394249e+03 1.74320308e+04 4.50648567e+02
1.32398758e+04 6.42105211e+03 1.85915413e+01 6.48257198e+02
4.15763347e+02 1.16279425e+04 7.99217800e+03 1.10501158e+07
2.85364298e+03 2.48788648e+05 1.31321218e-01 3.61021652e-02
6.74160268e+03 5.36868024e+04 6.41109791e+02]
iteration # 4900; log-lik = 233146.188024
[ 3.36536517e+05 2.80208551e+06 2.66292084e+04 6.19855838e+04
8.74907862e+03 6.54210810e+04 4.09769311e+04 1.58910632e+03
4.11276953e+03 5.73845901e+03 1.74151889e+04 4.51131177e+02
1.31319565e+04 6.34970883e+03 1.82713126e+01 6.53451472e+02
4.17577204e+02 1.15983858e+04 7.98712706e+03 1.12803479e+07
2.85135197e+03 2.54363733e+05 1.31073597e-01 3.61108016e-02
6.73281574e+03 5.36754679e+04 6.42021622e+02]
iteration # 5000; log-lik = 233146.275565
[ 3.34373488e+05 2.78326406e+06 2.66573229e+04 6.20354297e+04
8.76383950e+03 6.54090168e+04 4.11977193e+04 1.60467019e+03
4.10754063e+03 5.74015212e+03 1.74357733e+04 4.49444351e+02
1.31038905e+04 6.33743036e+03 1.79097870e+01 6.52692250e+02
4.13696795e+02 1.15625071e+04 7.96970159e+03 1.15775470e+07
2.85061230e+03 2.60841544e+05 1.30637032e-01 3.59923325e-02
6.73884733e+03 5.36680407e+04 6.41660902e+02]
iteration # 5100; log-lik = 233146.404584
[ 3.34335296e+05 2.84906442e+06 2.66658644e+04 6.23361704e+04
8.75207931e+03 6.53158390e+04 4.11844889e+04 1.56784181e+03
4.10857660e+03 5.69403580e+03 1.74651666e+04 4.51543888e+02
1.32761639e+04 6.23468202e+03 1.73081200e+01 6.67763087e+02
4.20316622e+02 1.15860448e+04 7.95865315e+03 1.19850925e+07
2.81446832e+03 2.68951002e+05 1.30224087e-01 3.61481214e-02
6.77405369e+03 5.38484875e+04 6.45532131e+02]
iteration # 5200; log-lik = 233146.752625
[ 3.34501347e+05 2.85929317e+06 2.68445617e+04 6.23769620e+04
8.73778913e+03 6.51706172e+04 4.20833189e+04 1.55488978e+03
4.08074644e+03 5.63296117e+03 1.73787785e+04 4.49479889e+02
1.32106427e+04 6.17483081e+03 1.63686666e+01 6.63935003e+02
4.12883594e+02 1.15799276e+04 7.91196015e+03 1.29311741e+07
2.81164585e+03 2.90455071e+05 1.28920660e-01 3.58739351e-02
6.70497232e+03 5.38607848e+04 6.47283948e+02]
iteration # 5300; log-lik = 233147.214224
[ 3.43548684e+05 2.92700436e+06 2.71677202e+04 6.24963526e+04
8.70508498e+03 6.49198386e+04 4.30464245e+04 1.53048846e+03
4.08925058e+03 5.58783758e+03 1.74617746e+04 4.49889189e+02
1.32114570e+04 6.20497633e+03 1.51290127e+01 6.40820858e+02
3.99978367e+02 1.15530211e+04 7.90804286e+03 1.43317766e+07
2.77479727e+03 3.23642906e+05 1.26987626e-01 3.55634284e-02
6.62358972e+03 5.36319397e+04 6.48661470e+02]
iteration # 5400; log-lik = 233147.761666
[ 3.52575577e+05 3.04317932e+06 2.76010890e+04 6.23904029e+04
8.56503518e+03 6.44728615e+04 4.37012533e+04 1.47726166e+03
4.09155189e+03 5.67267448e+03 1.76812571e+04 4.54691008e+02
1.32574142e+04 6.10710101e+03 1.38902829e+01 6.00402213e+02
3.82827938e+02 1.15435198e+04 7.82487213e+03 1.66355840e+07
2.74156330e+03 3.70555328e+05 1.24961485e-01 3.52682570e-02
6.67433510e+03 5.28347139e+04 6.41137563e+02]
iteration # 5500; log-lik = 233148.024699
[ 3.63066372e+05 2.99910360e+06 2.74087780e+04 6.20198758e+04
8.59110965e+03 6.46534560e+04 4.35537575e+04 1.49190632e+03
4.09421530e+03 5.69639865e+03 1.75388702e+04 4.54485347e+02
1.27753177e+04 6.17716861e+03 1.41338858e+01 5.78209475e+02
3.68427306e+02 1.14914583e+04 7.83260593e+03 1.70230700e+07
2.75620658e+03 3.80852003e+05 1.24078351e-01 3.49663980e-02
6.68082192e+03 5.23159583e+04 6.33906295e+02]
iteration # 5600; log-lik = 233148.236252
[ 3.47723154e+05 3.09147733e+06 2.72641318e+04 6.17966472e+04
8.45440921e+03 6.41933720e+04 4.25172823e+04 1.49511906e+03
4.02729976e+03 5.77730057e+03 1.76348907e+04 4.57500307e+02
1.36467432e+04 6.20960208e+03 1.31390941e+01 5.78341162e+02
3.65472170e+02 1.14922213e+04 7.70639292e+03 1.89206529e+07
2.77129148e+03 4.20733645e+05 1.23354180e-01 3.46955221e-02
6.64908828e+03 5.25926632e+04 6.35224947e+02]
iteration # 5700; log-lik = 233148.411315
[ 3.54095406e+05 3.15428093e+06 2.73653850e+04 6.19521222e+04
8.40603352e+03 6.40480271e+04 4.22210245e+04 1.45606518e+03
4.01051547e+03 5.75731182e+03 1.76881099e+04 4.58390311e+02
1.36367173e+04 6.16237379e+03 1.26163944e+01 5.67557283e+02
3.60459637e+02 1.15138802e+04 7.64941976e+03 2.06104425e+07
2.74803772e+03 4.58245639e+05 1.22264107e-01 3.44901984e-02
6.62811798e+03 5.23422173e+04 6.31668014e+02]
iteration # 5800; log-lik = 233148.470665
[ 3.51238088e+05 3.12998528e+06 2.74237437e+04 6.20392682e+04
8.41784556e+03 6.40721874e+04 4.18422349e+04 1.46535977e+03
3.99699769e+03 5.73570774e+03 1.77366301e+04 4.61398498e+02
1.35829410e+04 6.10045697e+03 1.25897939e+01 5.61555859e+02
3.58824914e+02 1.15251647e+04 7.65987544e+03 2.10135314e+07
2.74877765e+03 4.66538487e+05 1.21973046e-01 3.43755825e-02
6.60769604e+03 5.22614504e+04 6.29515736e+02]
iteration # 5900; log-lik = 233148.491486
[ 3.52470254e+05 3.14747081e+06 2.74872684e+04 6.21431309e+04
8.39719076e+03 6.40376521e+04 4.16371899e+04 1.46357242e+03
3.98080754e+03 5.74943046e+03 1.77180068e+04 4.62639441e+02
1.35519797e+04 6.06955705e+03 1.23075075e+01 5.57751930e+02
3.55167812e+02 1.15146908e+04 7.62203377e+03 2.19475442e+07
2.73481043e+03 4.86415426e+05 1.21516373e-01 3.42633264e-02
6.62184565e+03 5.21749129e+04 6.28019766e+02]
iteration # 6000; log-lik = 233148.501947
[ 3.51241025e+05 3.12869503e+06 2.74663163e+04 6.21561376e+04
8.41495581e+03 6.40668468e+04 4.13982330e+04 1.47015350e+03
3.98387928e+03 5.74482452e+03 1.77224003e+04 4.62064018e+02
1.35186891e+04 6.07240334e+03 1.24013590e+01 5.58301966e+02
3.56142054e+02 1.15010371e+04 7.62928915e+03 2.17850211e+07
2.74203623e+03 4.83166013e+05 1.21602956e-01 3.42425042e-02
6.62491710e+03 5.21527936e+04 6.27391995e+02]
iteration # 6100; log-lik = 233148.508076
[ 3.52353715e+05 3.12581679e+06 2.74788928e+04 6.21655535e+04
8.42505666e+03 6.41098789e+04 4.13544299e+04 1.47218323e+03
3.98809822e+03 5.74571546e+03 1.77252251e+04 4.61859161e+02
1.34228658e+04 6.05771614e+03 1.24069169e+01 5.57026361e+02
3.55034686e+02 1.14933347e+04 7.63542230e+03 2.18486118e+07
2.74179949e+03 4.84592650e+05 1.21522340e-01 3.42266562e-02
6.63371407e+03 5.20564267e+04 6.26638896e+02]
iteration # 6200; log-lik = 233148.517431
[ 3.52885971e+05 3.12569754e+06 2.74820613e+04 6.21506227e+04
8.42310965e+03 6.41062987e+04 4.14010443e+04 1.47431012e+03
3.98433498e+03 5.76074816e+03 1.77360814e+04 4.61561129e+02
1.33943871e+04 6.05722305e+03 1.23825865e+01 5.54237988e+02
3.53222959e+02 1.14881713e+04 7.63538515e+03 2.19133972e+07
2.74247130e+03 4.87042038e+05 1.21475125e-01 3.41747086e-02
6.63001987e+03 5.20152795e+04 6.26531570e+02]
iteration # 6300; log-lik = 233148.540807
[ 3.54585422e+05 3.15954891e+06 2.73841150e+04 6.19432279e+04
8.42127699e+03 6.41305516e+04 4.13488691e+04 1.46786581e+03
3.98325454e+03 5.76151976e+03 1.77557485e+04 4.61924078e+02
1.34353752e+04 6.07215522e+03 1.23428828e+01 5.51581885e+02
3.49966744e+02 1.15085163e+04 7.64680752e+03 2.20605213e+07
2.74707145e+03 4.90428596e+05 1.21286085e-01 3.41335495e-02
6.64215265e+03 5.19684732e+04 6.26912181e+02]
iteration # 6400; log-lik = 233148.558988
[ 3.53049955e+05 3.20520375e+06 2.73088430e+04 6.19294086e+04
8.39579781e+03 6.40230864e+04 4.11643265e+04 1.46052569e+03
3.97502296e+03 5.76863284e+03 1.78026405e+04 4.62283789e+02
1.36719046e+04 6.08482298e+03 1.21353740e+01 5.52962527e+02
3.50066321e+02 1.15165895e+04 7.63965336e+03 2.24145385e+07
2.74951832e+03 4.98318608e+05 1.21143686e-01 3.40985620e-02
6.63421686e+03 5.21285992e+04 6.28769727e+02]
iteration # 6500; log-lik = 233148.585978
[ 3.54196757e+05 3.23947136e+06 2.73115681e+04 6.18865497e+04
8.38506268e+03 6.39701353e+04 4.11226272e+04 1.44881926e+03
3.97490566e+03 5.76127904e+03 1.78078789e+04 4.62988003e+02
1.37468473e+04 6.08632263e+03 1.20890942e+01 5.51329386e+02
3.49895320e+02 1.15283442e+04 7.64938309e+03 2.24404044e+07
2.75150761e+03 4.98942179e+05 1.21083779e-01 3.40750348e-02
6.63884041e+03 5.22138045e+04 6.29779307e+02]
iteration # 6600; log-lik = 233148.690998
[ 3.70261094e+05 3.33633477e+06 2.72991194e+04 6.18146275e+04
8.36660404e+03 6.39511102e+04 4.04645811e+04 1.41365849e+03
3.98080689e+03 5.79534205e+03 1.76802769e+04 4.60771701e+02
1.36198822e+04 6.13008290e+03 1.21728531e+01 5.45390354e+02
3.47091811e+02 1.15366856e+04 7.67264763e+03 2.20103680e+07
2.76902048e+03 4.92579610e+05 1.21175313e-01 3.39717091e-02
6.65768703e+03 5.23997915e+04 6.32613394e+02]
iteration # 6700; log-lik = 233148.800957
[ 3.77692587e+05 3.58763851e+06 2.73650443e+04 6.19276750e+04
8.26727869e+03 6.34838318e+04 3.94318408e+04 1.33427941e+03
3.97774636e+03 5.77039334e+03 1.76788749e+04 4.61323815e+02
1.42577052e+04 6.06686511e+03 1.14875274e+01 5.45460800e+02
3.48936732e+02 1.15847289e+04 7.68010654e+03 2.31332542e+07
2.78378977e+03 5.17874863e+05 1.20467761e-01 3.37383837e-02
6.62245608e+03 5.32505263e+04 6.41044926e+02]
iteration # 6800; log-lik = 233148.995978
[ 4.11749948e+05 3.90857501e+06 2.76794922e+04 6.20517480e+04
8.22178239e+03 6.34678422e+04 3.73119846e+04 1.26137733e+03
3.98988136e+03 5.69493584e+03 1.75966036e+04 4.66729245e+02
1.41703457e+04 5.98645890e+03 1.09336820e+01 5.28415634e+02
3.37769964e+02 1.16878515e+04 7.74773437e+03 2.49441214e+07
2.77927763e+03 5.55436623e+05 1.19106234e-01 3.34140051e-02
6.63510424e+03 5.36503287e+04 6.45055986e+02]
iteration # 6900; log-lik = 233149.085682
[ 4.20943472e+05 4.01250186e+06 2.78134908e+04 6.20995509e+04
8.20225255e+03 6.35217401e+04 3.73433235e+04 1.25865679e+03
4.00185124e+03 5.73650373e+03 1.76571983e+04 4.67731080e+02
1.41966591e+04 5.99801446e+03 1.09201527e+01 5.27468040e+02
3.35087484e+02 1.17398809e+04 7.78620464e+03 2.41854766e+07
2.76464012e+03 5.39045822e+05 1.19672910e-01 3.35035536e-02
6.65955501e+03 5.39148534e+04 6.50098711e+02]
iteration # 7000; log-lik = 233149.160933
[ 4.26690804e+05 4.22387978e+06 2.76869951e+04 6.20044606e+04
8.12952489e+03 6.32620282e+04 3.70621893e+04 1.22704585e+03
3.99923550e+03 5.77214289e+03 1.76715208e+04 4.70173579e+02
1.46755789e+04 6.03063825e+03 1.05650022e+01 5.26528690e+02
3.34443045e+02 1.17843415e+04 7.79307292e+03 2.47020384e+07
2.75200402e+03 5.47866321e+05 1.19488971e-01 3.34691757e-02
6.68976691e+03 5.43529131e+04 6.56458875e+02]
iteration # 7100; log-lik = 233149.196825
[ 4.38673145e+05 4.45836020e+06 2.76529194e+04 6.19712148e+04
8.09123595e+03 6.31218768e+04 3.60439291e+04 1.19094330e+03
4.00243309e+03 5.76496220e+03 1.76970617e+04 4.68859958e+02
1.50452637e+04 6.05364069e+03 1.02248141e+01 5.28396529e+02
3.34271330e+02 1.18294935e+04 7.82738660e+03 2.53018295e+07
2.75475557e+03 5.62908642e+05 1.19115938e-01 3.33722176e-02
6.67369593e+03 5.48012523e+04 6.62935959e+02]
iteration # 7200; log-lik = 233149.208746
[ 4.38903919e+05 4.51871991e+06 2.75958134e+04 6.19483703e+04
8.08287519e+03 6.30648396e+04 3.58219348e+04 1.18627630e+03
4.00590044e+03 5.76276843e+03 1.77241401e+04 4.68647656e+02
1.52629572e+04 6.08202652e+03 1.01481255e+01 5.31391196e+02
3.35449132e+02 1.18464049e+04 7.83774885e+03 2.52842309e+07
2.75040426e+03 5.62117994e+05 1.19157488e-01 3.33773962e-02
6.67524820e+03 5.50198175e+04 6.65680517e+02]
iteration # 7300; log-lik = 233149.222066
[ 4.42305493e+05 4.55830222e+06 2.76333468e+04 6.18969397e+04
8.06912751e+03 6.30399648e+04 3.55537306e+04 1.17907937e+03
4.00432243e+03 5.76668403e+03 1.76959671e+04 4.69181715e+02
1.52909143e+04 6.08623354e+03 1.01367407e+01 5.28007652e+02
3.34408248e+02 1.18651109e+04 7.83492063e+03 2.54122009e+07
2.74983516e+03 5.63560991e+05 1.19153589e-01 3.33171996e-02
6.68622910e+03 5.50503986e+04 6.65705726e+02]
iteration # 7400; log-lik = 233149.228201
[ 4.42553495e+05 4.56933096e+06 2.76191722e+04 6.19101802e+04
8.06953709e+03 6.30203747e+04 3.54485587e+04 1.17365049e+03
4.00990156e+03 5.75105105e+03 1.77017845e+04 4.68159704e+02
1.53410673e+04 6.08559411e+03 1.01094038e+01 5.29486476e+02
3.35498198e+02 1.18684824e+04 7.83570067e+03 2.55269803e+07
2.75038349e+03 5.65928129e+05 1.19077237e-01 3.33038607e-02
6.67615071e+03 5.50841134e+04 6.65827429e+02]
iteration # 7500; log-lik = 233149.234081
[ 4.45226933e+05 4.58221405e+06 2.76544209e+04 6.19836057e+04
8.06970795e+03 6.30216258e+04 3.53942111e+04 1.16840036e+03
4.01438173e+03 5.74598424e+03 1.77222314e+04 4.68167556e+02
1.52908559e+04 6.06871843e+03 1.01280136e+01 5.28195412e+02
3.35919534e+02 1.18793011e+04 7.84413511e+03 2.54700222e+07
2.74817356e+03 5.64437347e+05 1.19114245e-01 3.33061098e-02
6.67579239e+03 5.50697625e+04 6.65671264e+02]
iteration # 7600; log-lik = 233149.237222
[ 4.45397419e+05 4.57181739e+06 2.76663508e+04 6.20147756e+04
8.07665000e+03 6.30427467e+04 3.54726425e+04 1.16755855e+03
4.02038698e+03 5.73289519e+03 1.77219111e+04 4.67679423e+02
1.52487915e+04 6.05715825e+03 1.01182499e+01 5.28888642e+02
3.35933166e+02 1.18757113e+04 7.84515333e+03 2.55525605e+07
2.74465542e+03 5.65718752e+05 1.19031304e-01 3.33080659e-02
6.67629054e+03 5.50483173e+04 6.65187245e+02]
iteration # 7700; log-lik = 233149.240819
[ 4.47790581e+05 4.62141398e+06 2.76838352e+04 6.20030529e+04
8.06746503e+03 6.30076159e+04 3.53679579e+04 1.16036149e+03
4.02658295e+03 5.73295445e+03 1.77431580e+04 4.67945342e+02
1.53339237e+04 6.05933460e+03 1.00609533e+01 5.27665465e+02
3.35474045e+02 1.18870101e+04 7.85381225e+03 2.56243777e+07
2.74084831e+03 5.66663692e+05 1.19003158e-01 3.32894370e-02
6.68737984e+03 5.51235247e+04 6.66258282e+02]
iteration # 7800; log-lik = 233149.243068
[ 4.47257507e+05 4.59470813e+06 2.76954175e+04 6.20287700e+04
8.07609669e+03 6.30262338e+04 3.54785467e+04 1.16326303e+03
4.03031555e+03 5.72846909e+03 1.77515334e+04 4.67880632e+02
1.52785898e+04 6.05714528e+03 1.00962949e+01 5.27104083e+02
3.35511701e+02 1.18786899e+04 7.85495705e+03 2.55528807e+07
2.73870580e+03 5.65033614e+05 1.19019666e-01 3.32973778e-02
6.69281061e+03 5.50626866e+04 6.65418057e+02]
iteration # 7900; log-lik = 233149.244472
[ 4.46223406e+05 4.57619526e+06 2.77166774e+04 6.20501013e+04
8.07935151e+03 6.30368921e+04 3.55547129e+04 1.16559938e+03
4.03101798e+03 5.73070986e+03 1.77720952e+04 4.68178038e+02
1.52402018e+04 6.04453809e+03 1.01100151e+01 5.25858877e+02
3.35197454e+02 1.18720136e+04 7.85340055e+03 2.55606719e+07
2.73872358e+03 5.64948708e+05 1.19037677e-01 3.32967136e-02
6.70112444e+03 5.49818432e+04 6.64507888e+02]
iteration # 8000; log-lik = 233149.245403
[ 4.47168982e+05 4.59024072e+06 2.77217479e+04 6.20712473e+04
8.07399505e+03 6.30247500e+04 3.55419786e+04 1.16331503e+03
4.03155765e+03 5.73517364e+03 1.77814313e+04 4.68466924e+02
1.52538987e+04 6.03887005e+03 1.00872228e+01 5.25385364e+02
3.34849475e+02 1.18742771e+04 7.85227634e+03 2.56027316e+07
2.73834238e+03 5.65659734e+05 1.19037692e-01 3.32967028e-02
6.70644194e+03 5.49956068e+04 6.64693131e+02]
iteration # 8100; log-lik = 233149.247221
[ 4.46738098e+05 4.61033773e+06 2.76909704e+04 6.20487583e+04
8.06857932e+03 6.30118267e+04 3.54775898e+04 1.16391533e+03
4.02971436e+03 5.74001198e+03 1.77828207e+04 4.69231557e+02
1.53319753e+04 6.04721826e+03 1.00527116e+01 5.25975960e+02
3.34721786e+02 1.18796666e+04 7.85282674e+03 2.56672014e+07
2.73432067e+03 5.66737744e+05 1.19033506e-01 3.33022631e-02
6.71301129e+03 5.50419122e+04 6.65414853e+02]
iteration # 8200; log-lik = 233149.249009
[ 4.46398533e+05 4.61289634e+06 2.76587878e+04 6.20184406e+04
8.06439819e+03 6.30080744e+04 3.54938607e+04 1.16518723e+03
4.02766746e+03 5.74755310e+03 1.77716359e+04 4.69546627e+02
1.53667695e+04 6.05729781e+03 1.00648462e+01 5.26296184e+02
3.34553364e+02 1.18811267e+04 7.85070675e+03 2.55801019e+07
2.73577369e+03 5.64945166e+05 1.19099327e-01 3.33108083e-02
6.71508668e+03 5.50656541e+04 6.65756664e+02]
iteration # 8300; log-lik = 233149.251940
[ 4.45699108e+05 4.60629573e+06 2.76370280e+04 6.20052158e+04
8.06003774e+03 6.30221714e+04 3.55972681e+04 1.16978892e+03
4.02616761e+03 5.75790369e+03 1.77720895e+04 4.70520988e+02
1.53650543e+04 6.05677600e+03 1.00630222e+01 5.25091337e+02
3.33266947e+02 1.18800224e+04 7.84775496e+03 2.55930596e+07
2.73493425e+03 5.65117434e+05 1.19138092e-01 3.33121039e-02
6.72007386e+03 5.50083506e+04 6.65405263e+02]
iteration # 8400; log-lik = 233149.255261
[ 4.44355548e+05 4.59751996e+06 2.76359608e+04 6.20038037e+04
8.06320596e+03 6.30500585e+04 3.57079254e+04 1.17390172e+03
4.02948262e+03 5.75639048e+03 1.77820014e+04 4.71067485e+02
1.53650465e+04 6.05586051e+03 1.00816133e+01 5.25564992e+02
3.33075084e+02 1.18816109e+04 7.84946801e+03 2.55108741e+07
2.73110820e+03 5.62686343e+05 1.19216077e-01 3.33404276e-02
6.73048587e+03 5.49737778e+04 6.65013767e+02]
iteration # 8500; log-lik = 233149.261308
[ 4.45672460e+05 4.62002167e+06 2.76311328e+04 6.20634892e+04
8.05989473e+03 6.30404727e+04 3.54756854e+04 1.16818780e+03
4.03306506e+03 5.75178207e+03 1.77796929e+04 4.69294541e+02
1.54074799e+04 6.05353569e+03 1.01015296e+01 5.29144481e+02
3.35527733e+02 1.18921073e+04 7.85370311e+03 2.53127417e+07
2.74051654e+03 5.59315861e+05 1.19378575e-01 3.33637233e-02
6.70719521e+03 5.50482505e+04 6.65759254e+02]
iteration # 8600; log-lik = 233149.271785
[ 4.45735868e+05 4.69641636e+06 2.76212138e+04 6.20664499e+04
8.04613572e+03 6.29633628e+04 3.52955842e+04 1.15876522e+03
4.03926687e+03 5.74475376e+03 1.77991903e+04 4.70206958e+02
1.56293346e+04 6.04598494e+03 1.00401279e+01 5.30831074e+02
3.36639870e+02 1.19141020e+04 7.87081625e+03 2.51551802e+07
2.74896395e+03 5.55686249e+05 1.19501925e-01 3.33696094e-02
6.71373229e+03 5.52546696e+04 6.68001306e+02]
iteration # 8700; log-lik = 233149.286011
[ 4.43315682e+05 4.74727037e+06 2.76133960e+04 6.21613117e+04
8.02675015e+03 6.28659449e+04 3.53392798e+04 1.15685400e+03
4.04785216e+03 5.74964999e+03 1.78447991e+04 4.69576876e+02
1.59063774e+04 6.05503790e+03 9.93105646e+00 5.35892100e+02
3.38973640e+02 1.19318452e+04 7.86708297e+03 2.50848602e+07
2.74829716e+03 5.53541033e+05 1.19729324e-01 3.34331863e-02
6.70933032e+03 5.54071844e+04 6.69558606e+02]
iteration # 8800; log-lik = 233149.311914
[ 4.46175885e+05 4.72159695e+06 2.76818233e+04 6.22586374e+04
8.03557512e+03 6.28923202e+04 3.56398720e+04 1.16581342e+03
4.05613247e+03 5.74674924e+03 1.78087100e+04 4.70365483e+02
1.57217204e+04 6.03864815e+03 9.89774721e+00 5.31228412e+02
3.35718235e+02 1.19164996e+04 7.87743300e+03 2.51646219e+07
2.75637544e+03 5.56062164e+05 1.19621227e-01 3.34100377e-02
6.70317188e+03 5.51708904e+04 6.67281260e+02]
iteration # 8900; log-lik = 233149.345079
[ 4.48206351e+05 4.89136406e+06 2.77939046e+04 6.23059267e+04
7.97525829e+03 6.26820012e+04 3.58562053e+04 1.15463547e+03
4.06157904e+03 5.78234394e+03 1.77947985e+04 4.72802791e+02
1.61184576e+04 6.01485270e+03 9.54734107e+00 5.30444287e+02
3.33074055e+02 1.19619984e+04 7.87510218e+03 2.56989340e+07
2.75147930e+03 5.66204300e+05 1.19576084e-01 3.34291754e-02
6.71710254e+03 5.52724956e+04 6.69099841e+02]
iteration # 9000; log-lik = 233149.357663
[ 4.46251398e+05 4.89832515e+06 2.77945488e+04 6.22921459e+04
7.96570238e+03 6.26418615e+04 3.58468560e+04 1.15182588e+03
4.06479756e+03 5.79428611e+03 1.78169244e+04 4.73095691e+02
1.62371656e+04 6.01619102e+03 9.59429859e+00 5.30923076e+02
3.34976128e+02 1.19795520e+04 7.87236489e+03 2.55149559e+07
2.74337632e+03 5.60599010e+05 1.19782124e-01 3.34691508e-02
6.73213368e+03 5.52870404e+04 6.68653139e+02]
iteration # 9100; log-lik = 233149.387948
[ 4.39098428e+05 4.84548276e+06 2.77896602e+04 6.22779269e+04
7.98321424e+03 6.26764381e+04 3.63426877e+04 1.16235569e+03
4.07166761e+03 5.77373355e+03 1.78073158e+04 4.71536947e+02
1.62258165e+04 5.99736813e+03 9.54281349e+00 5.33850910e+02
3.35316859e+02 1.19661812e+04 7.87424037e+03 2.58106693e+07
2.73858592e+03 5.68559483e+05 1.19618612e-01 3.34920123e-02
6.71057879e+03 5.49375614e+04 6.65215113e+02]
iteration # 9200; log-lik = 233149.430120
[ 4.31921327e+05 4.84478556e+06 2.77382864e+04 6.22683231e+04
7.99087439e+03 6.26448939e+04 3.62972063e+04 1.15842335e+03
4.08485246e+03 5.74173136e+03 1.77853738e+04 4.69289701e+02
1.64572435e+04 5.99106525e+03 9.70746734e+00 5.41754183e+02
3.42808279e+02 1.20065854e+04 7.89874081e+03 2.50846741e+07
2.75217642e+03 5.53010901e+05 1.20137580e-01 3.35947258e-02
6.68199546e+03 5.48530702e+04 6.63022058e+02]
iteration # 9300; log-lik = 233149.510779
[ 4.19915246e+05 4.95462946e+06 2.77453027e+04 6.22178267e+04
7.90881931e+03 6.23608479e+04 3.66350215e+04 1.18087787e+03
4.07393743e+03 5.87898137e+03 1.78703509e+04 4.72463986e+02
1.71987449e+04 6.00104195e+03 9.50831056e+00 5.33842092e+02
3.39690820e+02 1.20526107e+04 7.88427926e+03 2.51513571e+07
2.76748135e+03 5.52890047e+05 1.20964001e-01 3.35977654e-02
6.72949900e+03 5.43289254e+04 6.57125205e+02]
iteration # 9400; log-lik = 233149.562445
[ 4.09107918e+05 5.00135082e+06 2.77835159e+04 6.22360269e+04
7.86882079e+03 6.21803728e+04 3.66391966e+04 1.18022446e+03
4.06601843e+03 5.89171543e+03 1.79189213e+04 4.73831378e+02
1.77409442e+04 5.96029835e+03 9.35378656e+00 5.33249667e+02
3.41789343e+02 1.20949084e+04 7.86852953e+03 2.57518032e+07
2.77575384e+03 5.64157100e+05 1.21074464e-01 3.35934156e-02
6.72234663e+03 5.40111408e+04 6.51752927e+02]
iteration # 9500; log-lik = 233149.683767
[ 4.07446100e+05 5.30981093e+06 2.77496296e+04 6.21229529e+04
7.77662692e+03 6.18251405e+04 3.58284780e+04 1.14874835e+03
4.06045327e+03 5.92795839e+03 1.80578994e+04 4.72803414e+02
1.88767758e+04 6.00248253e+03 8.83505836e+00 5.31892729e+02
3.42131658e+02 1.21108668e+04 7.86078011e+03 2.72781299e+07
2.78695191e+03 5.99440462e+05 1.20732796e-01 3.34509072e-02
6.72097722e+03 5.40673954e+04 6.53197750e+02]
iteration # 9600; log-lik = 233149.890752
[ 4.10876156e+05 6.16084130e+06 2.76767347e+04 6.18972156e+04
7.62096447e+03 6.12497970e+04 3.40913280e+04 1.07121090e+03
4.08594701e+03 5.87371104e+03 1.80586917e+04 4.67917425e+02
2.15368530e+04 6.06211549e+03 7.71716982e+00 5.31121981e+02
3.44642480e+02 1.22555084e+04 7.91061833e+03 3.28741495e+07
2.78387473e+03 7.28835557e+05 1.19185650e-01 3.32585560e-02
6.68568566e+03 5.24993956e+04 6.37034827e+02]
iteration # 9700; log-lik = 233149.976541
[ 4.00452050e+05 6.25762581e+06 2.76108403e+04 6.15821795e+04
7.55219452e+03 6.10167446e+04 3.40668336e+04 1.07167675e+03
4.07418859e+03 5.94181430e+03 1.79849582e+04 4.72062639e+02
2.25448624e+04 6.11240469e+03 7.81546877e+00 5.29984218e+02
3.46645316e+02 1.23154707e+04 7.90619164e+03 3.14921033e+07
2.80303147e+03 6.94685893e+05 1.20168075e-01 3.32484394e-02
6.70013398e+03 5.29568769e+04 6.39889691e+02]
iteration # 9800; log-lik = 233150.091323
[ 3.92969090e+05 6.80400359e+06 2.73180425e+04 6.13422468e+04
7.44991627e+03 6.07490645e+04 3.31866317e+04 1.05331787e+03
4.09269436e+03 5.97051580e+03 1.79767096e+04 4.75567468e+02
2.50053386e+04 6.20347604e+03 7.59538637e+00 5.38627984e+02
3.51904374e+02 1.24886008e+04 7.96297150e+03 3.16246685e+07
2.80566102e+03 6.96242631e+05 1.21120171e-01 3.33894605e-02
6.73506411e+03 5.27004022e+04 6.35849715e+02]
iteration # 9900; log-lik = 233150.155704
[ 3.93482536e+05 6.76229968e+06 2.73487866e+04 6.15655427e+04
7.47118091e+03 6.08031850e+04 3.35303901e+04 1.05022691e+03
4.10663641e+03 5.89652631e+03 1.79336306e+04 4.75579414e+02
2.47828115e+04 6.15780636e+03 7.53423641e+00 5.46145498e+02
3.53221954e+02 1.24788753e+04 7.96591229e+03 3.18466424e+07
2.79385317e+03 7.00370517e+05 1.20815965e-01 3.34451823e-02
6.70865952e+03 5.29171090e+04 6.37786772e+02]
iteration # 10000; log-lik = 233150.232121
[ 3.87907013e+05 7.05228581e+06 2.73669600e+04 6.15186790e+04
7.41097549e+03 6.05961345e+04 3.33639513e+04 1.04703623e+03
4.12123186e+03 5.93350227e+03 1.80160541e+04 4.75775543e+02
2.61874059e+04 6.17849448e+03 7.28129551e+00 5.43853256e+02
3.51906437e+02 1.25388179e+04 7.99977382e+03 3.26479224e+07
2.79326882e+03 7.18703524e+05 1.21012301e-01 3.33960787e-02
6.70797265e+03 5.26158222e+04 6.33524725e+02]
iteration # 10100; log-lik = 233150.331881
[ 3.79281445e+05 7.25214490e+06 2.74420409e+04 6.15689458e+04
7.36724575e+03 6.04306732e+04 3.35405631e+04 1.05616242e+03
4.14395957e+03 5.96227017e+03 1.80659182e+04 4.78770222e+02
2.74992445e+04 6.16338040e+03 7.14562245e+00 5.39242759e+02
3.49665479e+02 1.25873723e+04 8.04800156e+03 3.26161761e+07
2.80502809e+03 7.15920201e+05 1.21618459e-01 3.33788157e-02
6.74986302e+03 5.22337415e+04 6.27134780e+02]
iteration # 10200; log-lik = 233150.465781
[ 3.62683791e+05 7.68548784e+06 2.74745314e+04 6.15627847e+04
7.26135509e+03 6.00132412e+04 3.37538779e+04 1.04334259e+03
4.14454346e+03 5.97937701e+03 1.81723224e+04 4.85764967e+02
3.01900703e+04 6.13687002e+03 6.81617016e+00 5.43572216e+02
3.53525645e+02 1.27080274e+04 8.05388148e+03 3.33270086e+07
2.79558580e+03 7.23259548e+05 1.22303236e-01 3.34707223e-02
6.81488318e+03 5.22897883e+04 6.25700421e+02]
iteration # 10300; log-lik = 233150.715852
[ 3.42477597e+05 8.26398929e+06 2.75671870e+04 6.16609962e+04
7.14551119e+03 5.94456445e+04 3.42562445e+04 1.03118613e+03
4.17322000e+03 5.94299043e+03 1.82759113e+04 4.86419346e+02
3.43052098e+04 6.09601939e+03 6.15834983e+00 5.46492164e+02
3.54211350e+02 1.28238326e+04 8.07725967e+03 3.67385785e+07
2.78668917e+03 7.87647092e+05 1.22182274e-01 3.33628415e-02
6.83857283e+03 5.15816223e+04 6.14697324e+02]
iteration # 10400; log-lik = 233151.279839
[ 3.35699662e+05 9.37516751e+06 2.72387367e+04 6.13270857e+04
7.05983639e+03 5.91031133e+04 3.39743997e+04 1.00682769e+03
4.17836273e+03 5.81101704e+03 1.80241174e+04 4.83383859e+02
4.02572736e+04 6.26639400e+03 5.48909331e+00 5.71303607e+02
3.53519835e+02 1.30425835e+04 8.16839130e+03 4.04621243e+07
2.75050897e+03 8.60738759e+05 1.21984313e-01 3.33272894e-02
6.92610094e+03 5.11161942e+04 6.09507410e+02]
iteration # 10500; log-lik = 233151.598339
[ 3.16345509e+05 1.06436423e+07 2.72905891e+04 6.09720952e+04
6.88980911e+03 5.83760474e+04 3.40399453e+04 1.01301108e+03
4.14734366e+03 5.92618031e+03 1.79400883e+04 4.91638481e+02
4.85035288e+04 6.35632918e+03 4.96496445e+00 5.63074427e+02
3.46664304e+02 1.32559272e+04 8.26162195e+03 4.24425190e+07
2.76718206e+03 8.90579530e+05 1.23384589e-01 3.31630131e-02
7.14808218e+03 5.02135609e+04 5.97618922e+02]
iteration # 10600; log-lik = 233152.002648
[ 3.09790885e+05 1.28928563e+07 2.73935210e+04 6.10917980e+04
6.59840143e+03 5.71938046e+04 3.33950472e+04 9.61016571e+02
4.10565824e+03 6.15984072e+03 1.81490244e+04 4.98543789e+02
6.00712149e+04 6.38614513e+03 4.22827521e+00 5.58218818e+02
3.45165784e+02 1.35024551e+04 8.29811552e+03 4.62084189e+07
2.80309101e+03 9.70443163e+05 1.24382483e-01 3.30675919e-02
7.19891954e+03 5.02498019e+04 5.99036042e+02]
iteration # 10700; log-lik = 233152.399396
[ 3.05878673e+05 1.33478578e+07 2.75251841e+04 6.18138815e+04
6.59145370e+03 5.70714609e+04 3.45721729e+04 9.61974736e+02
4.15747783e+03 6.09382577e+03 1.81902964e+04 5.03308530e+02
6.27152459e+04 6.23974944e+03 4.11679518e+00 5.70458660e+02
3.49294068e+02 1.36217727e+04 8.40931595e+03 4.48290317e+07
2.78464639e+03 9.38374049e+05 1.25457889e-01 3.33866598e-02
7.26469910e+03 4.98956693e+04 5.95290078e+02]
iteration # 10800; log-lik = 233152.713850
[ 3.03368299e+05 1.45727196e+07 2.74191164e+04 6.17750172e+04
6.52279525e+03 5.66927579e+04 3.41446749e+04 9.33887824e+02
4.16446863e+03 6.09814597e+03 1.80410655e+04 5.04202427e+02
6.85958925e+04 6.28015964e+03 4.00208834e+00 5.75671566e+02
3.58453886e+02 1.37464344e+04 8.54985132e+03 4.39770515e+07
2.81524615e+03 9.27186132e+05 1.26439800e-01 3.34644259e-02
7.29792230e+03 4.94726128e+04 5.91741840e+02]
iteration # 10900; log-lik = 233153.012129
[ 3.03370170e+05 1.72324218e+07 2.72451325e+04 6.19545484e+04
6.37279164e+03 5.60536593e+04 3.37903646e+04 8.92977788e+02
4.17250000e+03 6.11741973e+03 1.80663139e+04 5.11849703e+02
8.11556098e+04 6.26879064e+03 3.58395105e+00 5.81972107e+02
3.57760094e+02 1.40772389e+04 8.72736520e+03 4.58326152e+07
2.81235074e+03 9.61825924e+05 1.27311693e-01 3.35124135e-02
7.39291011e+03 4.92902701e+04 5.90763171e+02]
iteration # 11000; log-lik = 233153.280563
[ 2.97283208e+05 2.06890472e+07 2.73971453e+04 6.21410745e+04
6.18218929e+03 5.51380863e+04 3.35159913e+04 8.54302883e+02
4.18102342e+03 6.17924411e+03 1.81943220e+04 5.27457487e+02
9.84223555e+04 6.18866102e+03 3.08857718e+00 5.71113904e+02
3.52452576e+02 1.43707041e+04 8.89608649e+03 4.96597366e+07
2.80032126e+03 1.02496525e+06 1.27872737e-01 3.33302713e-02
7.57534011e+03 4.92508645e+04 5.90785306e+02]
iteration # 11100; log-lik = 233153.386788
[ 2.93947831e+05 2.34673968e+07 2.73518311e+04 6.23553814e+04
6.06938866e+03 5.45851631e+04 3.35733009e+04 8.32512673e+02
4.20961069e+03 6.19597845e+03 1.82551838e+04 5.38291735e+02
1.12565108e+05 6.15997784e+03 2.82195238e+00 5.67881335e+02
3.49926530e+02 1.45589920e+04 9.07244221e+03 5.08913842e+07
2.81033112e+03 1.04589384e+06 1.28548955e-01 3.33108750e-02
7.67717034e+03 4.91415919e+04 5.90186226e+02]
iteration # 11200; log-lik = 233153.454409
[ 2.87053287e+05 2.55442619e+07 2.74598580e+04 6.26858657e+04
5.99636110e+03 5.40752961e+04 3.36371254e+04 8.18806770e+02
4.23267781e+03 6.19025113e+03 1.82945042e+04 5.39639680e+02
1.24892958e+05 6.11224308e+03 2.58321498e+00 5.76587216e+02
3.53091015e+02 1.46821229e+04 9.15888031e+03 5.31466507e+07
2.81333621e+03 1.08881140e+06 1.28785643e-01 3.32969638e-02
7.70984292e+03 4.90744619e+04 5.88985083e+02]
iteration # 11300; log-lik = 233153.557274
[ 2.86636710e+05 2.61940559e+07 2.74654802e+04 6.26827606e+04
5.98895321e+03 5.39007383e+04 3.32646691e+04 8.12066986e+02
4.22051073e+03 6.13909703e+03 1.81318030e+04 5.42263702e+02
1.28100458e+05 6.09252849e+03 2.47712912e+00 5.78340149e+02
3.51477428e+02 1.46780654e+04 9.17673629e+03 5.56159390e+07
2.80875531e+03 1.13552063e+06 1.28020037e-01 3.30990591e-02
7.73422585e+03 4.93205095e+04 5.91692861e+02]
iteration # 11400; log-lik = 233153.733123
[ 2.70183498e+05 2.78863857e+07 2.73217794e+04 6.25193968e+04
5.89578729e+03 5.33330888e+04 3.28868886e+04 8.15244319e+02
4.18735285e+03 6.21879143e+03 1.81278657e+04 5.47179395e+02
1.44403581e+05 6.13209552e+03 2.26613664e+00 5.81846503e+02
3.52949564e+02 1.47233192e+04 9.17022541e+03 6.02795065e+07
2.80424134e+03 1.23274873e+06 1.27894269e-01 3.29127090e-02
7.75716713e+03 4.91012857e+04 5.89472305e+02]
iteration # 11500; log-lik = 233153.816366
[ 2.66542381e+05 3.05140250e+07 2.71674392e+04 6.23822177e+04
5.81148648e+03 5.28159949e+04 3.19571943e+04 7.92531073e+02
4.17286028e+03 6.22163462e+03 1.80483775e+04 5.48247718e+02
1.60050451e+05 6.18630898e+03 2.04850579e+00 5.89227465e+02
3.54328524e+02 1.47972566e+04 9.18952518e+03 6.63639663e+07
2.79724575e+03 1.35938540e+06 1.27007847e-01 3.26777246e-02
7.73387197e+03 4.93410278e+04 5.93251058e+02]
iteration # 11600; log-lik = 233153.855413
[ 2.64645050e+05 3.18320919e+07 2.71661070e+04 6.24765508e+04
5.77951626e+03 5.25485274e+04 3.18233848e+04 7.83051674e+02
4.17453841e+03 6.19708396e+03 1.80154851e+04 5.48605823e+02
1.68543882e+05 6.17635356e+03 1.92868206e+00 5.94786708e+02
3.54902673e+02 1.48407809e+04 9.21457069e+03 6.99813288e+07
2.78244770e+03 1.43275336e+06 1.26491092e-01 3.25864279e-02
7.72906693e+03 4.93826746e+04 5.94613214e+02]
iteration # 11700; log-lik = 233153.891055
[ 2.61002272e+05 3.28733522e+07 2.70940605e+04 6.23978003e+04
5.75509238e+03 5.23973701e+04 3.12852595e+04 7.74342038e+02
4.16985366e+03 6.16561653e+03 1.79827632e+04 5.51813735e+02
1.76486337e+05 6.17829013e+03 1.87886161e+00 5.98286253e+02
3.58322365e+02 1.49026472e+04 9.24539101e+03 7.21295182e+07
2.77626524e+03 1.47194907e+06 1.26329928e-01 3.25525782e-02
7.74287047e+03 4.93360998e+04 5.93597394e+02]
iteration # 11800; log-lik = 233153.941462
[ 2.62600968e+05 3.55639934e+07 2.71698015e+04 6.24322073e+04
5.69142490e+03 5.19998977e+04 3.06811754e+04 7.58840974e+02
4.17043611e+03 6.17521131e+03 1.79558502e+04 5.53932434e+02
1.90258027e+05 6.20143208e+03 1.71599446e+00 5.94537586e+02
3.54979536e+02 1.49624663e+04 9.29377640e+03 7.84769964e+07
2.77302731e+03 1.60076181e+06 1.25567541e-01 3.23559918e-02
7.76498398e+03 4.91991160e+04 5.93650016e+02]
iteration # 11900; log-lik = 233153.984901
[ 2.63436488e+05 3.47733574e+07 2.71745081e+04 6.24059176e+04
5.71177328e+03 5.21394493e+04 3.06904385e+04 7.70008349e+02
4.16503479e+03 6.19303076e+03 1.79799693e+04 5.54942055e+02
1.86618656e+05 6.24503925e+03 1.76906022e+00 5.94413802e+02
3.55532402e+02 1.49520690e+04 9.28873033e+03 7.57973168e+07
2.77355723e+03 1.54638775e+06 1.26003615e-01 3.24805860e-02
7.77959393e+03 4.91954549e+04 5.93557792e+02]
iteration # 12000; log-lik = 233154.002826
[ 2.61198250e+05 3.53479673e+07 2.72668166e+04 6.24434045e+04
5.68892017e+03 5.19758378e+04 3.04312470e+04 7.66601611e+02
4.16427172e+03 6.20553318e+03 1.79997654e+04 5.56179088e+02
1.91789296e+05 6.24012875e+03 1.73541919e+00 5.95354256e+02
3.57975313e+02 1.49784826e+04 9.28840345e+03 7.66276765e+07
2.77642712e+03 1.56089660e+06 1.26092893e-01 3.24641773e-02
7.77948074e+03 4.92809641e+04 5.94206667e+02]
iteration # 12100; log-lik = 233154.017757
[ 2.62169541e+05 3.50998123e+07 2.71937159e+04 6.22955181e+04
5.69822609e+03 5.20711973e+04 3.05511011e+04 7.75044566e+02
4.16052803e+03 6.21867111e+03 1.79525279e+04 5.56943660e+02
1.91376543e+05 6.31834503e+03 1.77976574e+00 5.95952828e+02
3.57894487e+02 1.49958845e+04 9.31669031e+03 7.35771022e+07
2.78349639e+03 1.50274241e+06 1.26628794e-01 3.25737779e-02
7.78388659e+03 4.92668612e+04 5.94400629e+02]
iteration # 12200; log-lik = 233154.024079
[ 2.60611849e+05 3.47494613e+07 2.71901559e+04 6.22999621e+04
5.70344609e+03 5.20786380e+04 3.05255884e+04 7.76845831e+02
4.15791422e+03 6.21061325e+03 1.79612105e+04 5.56226039e+02
1.90840742e+05 6.31927236e+03 1.78315676e+00 5.98352265e+02
3.59783284e+02 1.49781234e+04 9.29441122e+03 7.38912619e+07
2.78366068e+03 1.50872620e+06 1.26572258e-01 3.25962931e-02
7.77353232e+03 4.92360091e+04 5.94053484e+02]
iteration # 12300; log-lik = 233154.028722
[ 2.62239347e+05 3.46119444e+07 2.72369726e+04 6.23321851e+04
5.70598009e+03 5.21043621e+04 3.05816524e+04 7.77952458e+02
4.15907043e+03 6.21650101e+03 1.79851418e+04 5.55769696e+02
1.89014513e+05 6.31498801e+03 1.78696027e+00 5.96139236e+02
3.58412222e+02 1.49674372e+04 9.29376777e+03 7.36089650e+07
2.79092614e+03 1.50524220e+06 1.26551411e-01 3.25952987e-02
7.75830189e+03 4.92454007e+04 5.94419137e+02]
iteration # 12400; log-lik = 233154.035691
[ 2.59852066e+05 3.43856912e+07 2.71952162e+04 6.22549645e+04
5.71140195e+03 5.21215708e+04 3.05408291e+04 7.82059993e+02
4.15893589e+03 6.21270582e+03 1.79942123e+04 5.55376938e+02
1.89424715e+05 6.32733375e+03 1.80239804e+00 5.97565664e+02
3.60041175e+02 1.49668949e+04 9.29851651e+03 7.29287946e+07
2.79729874e+03 1.49123906e+06 1.26689525e-01 3.26086892e-02
7.74674592e+03 4.92336857e+04 5.94022260e+02]
iteration # 12500; log-lik = 233154.040978
[ 2.60327610e+05 3.44419673e+07 2.71868667e+04 6.22759425e+04
5.71066815e+03 5.21253780e+04 3.06212886e+04 7.85163125e+02
4.15934319e+03 6.21468972e+03 1.79961595e+04 5.55608983e+02
1.89603362e+05 6.33014574e+03 1.79236473e+00 5.96605204e+02
3.58108922e+02 1.49678829e+04 9.30474039e+03 7.31781828e+07
2.79843620e+03 1.49693071e+06 1.26652094e-01 3.25916868e-02
7.74304002e+03 4.92102333e+04 5.94048053e+02]
iteration # 12600; log-lik = 233154.047008
[ 2.58982937e+05 3.48564271e+07 2.71659304e+04 6.22618820e+04
5.69947631e+03 5.20694649e+04 3.06131772e+04 7.84310624e+02
4.16058586e+03 6.20921759e+03 1.79855474e+04 5.56337130e+02
1.92643390e+05 6.32880745e+03 1.77239790e+00 5.98087209e+02
3.58280236e+02 1.49983297e+04 9.31495746e+03 7.37379121e+07
2.80342659e+03 1.50808925e+06 1.26663653e-01 3.25975733e-02
7.73632631e+03 4.91641456e+04 5.93337305e+02]
iteration # 12700; log-lik = 233154.050457
[ 2.59054923e+05 3.48002520e+07 2.71601421e+04 6.22952083e+04
5.70219041e+03 5.20824695e+04 3.06157737e+04 7.86179223e+02
4.16341483e+03 6.20434133e+03 1.79761556e+04 5.56385572e+02
1.92187914e+05 6.32494644e+03 1.77187527e+00 5.98693999e+02
3.58408103e+02 1.49958172e+04 9.31539189e+03 7.38135951e+07
2.80233783e+03 1.50909176e+06 1.26664891e-01 3.26037751e-02
7.73409340e+03 4.91297028e+04 5.93118508e+02]
iteration # 12800; log-lik = 233154.054329
[ 2.58555117e+05 3.41172239e+07 2.71977911e+04 6.23376683e+04
5.71887860e+03 5.21814798e+04 3.07640307e+04 7.94000670e+02
4.16283182e+03 6.20149579e+03 1.79645321e+04 5.56479332e+02
1.88695926e+05 6.31088784e+03 1.80541292e+00 5.98502693e+02
3.58492231e+02 1.49749652e+04 9.30927414e+03 7.24781350e+07
2.80387487e+03 1.48093597e+06 1.26890143e-01 3.26403814e-02
7.73823544e+03 4.90867550e+04 5.92285766e+02]
iteration # 12900; log-lik = 233154.061395
[ 2.58722464e+05 3.32885538e+07 2.71935560e+04 6.23509132e+04
5.73904564e+03 5.23395444e+04 3.08000713e+04 8.05956792e+02
4.15670343e+03 6.20250557e+03 1.79216382e+04 5.57555652e+02
1.83927990e+05 6.30984380e+03 1.85490643e+00 5.98258385e+02
3.58495113e+02 1.49490658e+04 9.30323225e+03 7.07666307e+07
2.80692094e+03 1.44687448e+06 1.27171693e-01 3.26960913e-02
7.73033474e+03 4.90324127e+04 5.91653232e+02]
iteration # 13000; log-lik = 233154.063313
[ 2.59160835e+05 3.26489465e+07 2.71645096e+04 6.23327289e+04
5.75473634e+03 5.24504655e+04 3.07815765e+04 8.10552275e+02
4.15229324e+03 6.20234024e+03 1.79114313e+04 5.57163910e+02
1.80117361e+05 6.30984452e+03 1.89259732e+00 5.98842433e+02
3.58907042e+02 1.49260082e+04 9.28347527e+03 6.98598516e+07
2.80724159e+03 1.42948279e+06 1.27243553e-01 3.27254545e-02
7.71994478e+03 4.90483936e+04 5.91716381e+02]
iteration # 13100; log-lik = 233154.064845
[ 2.58989052e+05 3.24729451e+07 2.71802606e+04 6.23633005e+04
5.75736927e+03 5.24760453e+04 3.07579289e+04 8.13741937e+02
4.14817027e+03 6.20843819e+03 1.79020541e+04 5.57181825e+02
1.79116198e+05 6.30395034e+03 1.89920513e+00 5.99161318e+02
3.59048515e+02 1.49172699e+04 9.27346531e+03 6.97553394e+07
2.80776057e+03 1.42751984e+06 1.27308976e-01 3.27349964e-02
7.72063352e+03 4.90158980e+04 5.91319162e+02]
iteration # 13200; log-lik = 233154.066676
[ 2.59573526e+05 3.23855190e+07 2.71981761e+04 6.23784258e+04
5.75915147e+03 5.24785071e+04 3.07594750e+04 8.15369102e+02
4.14427379e+03 6.21569736e+03 1.78968948e+04 5.57614747e+02
1.78222947e+05 6.30131033e+03 1.90197041e+00 5.97784345e+02
3.58423449e+02 1.49075540e+04 9.27081901e+03 6.95771398e+07
2.81089456e+03 1.42431926e+06 1.27313983e-01 3.27254685e-02
7.72400190e+03 4.90426440e+04 5.91764047e+02]
iteration # 13300; log-lik = 233154.071675
[ 2.60178703e+05 3.21237208e+07 2.72075040e+04 6.23692632e+04
5.76475527e+03 5.25083644e+04 3.08791172e+04 8.17272500e+02
4.14461686e+03 6.22108926e+03 1.79000252e+04 5.56931150e+02
1.76403580e+05 6.30822658e+03 1.91220439e+00 5.97001905e+02
3.57902249e+02 1.48938026e+04 9.25563240e+03 6.93738817e+07
2.80565021e+03 1.41934138e+06 1.27286917e-01 3.27309539e-02
7.72792475e+03 4.90720026e+04 5.92050369e+02]
iteration # 13400; log-lik = 233154.087094
[ 2.61431503e+05 3.25647159e+07 2.72893863e+04 6.24310413e+04
5.73898541e+03 5.23784550e+04 3.07716911e+04 8.11648418e+02
4.13211039e+03 6.26089003e+03 1.78871910e+04 5.57758704e+02
1.77409327e+05 6.28229048e+03 1.88118339e+00 5.91567307e+02
3.57609346e+02 1.48927074e+04 9.23097701e+03 7.06957703e+07
2.80731239e+03 1.44414437e+06 1.27212029e-01 3.26687059e-02
7.75222097e+03 4.90532869e+04 5.91834963e+02]
iteration # 13500; log-lik = 233154.103573
[ 2.62382656e+05 3.24521739e+07 2.73516286e+04 6.24666841e+04
5.74115544e+03 5.24211886e+04 3.08667837e+04 8.19212188e+02
4.12722062e+03 6.24509841e+03 1.78129096e+04 5.61799656e+02
1.75990218e+05 6.24963873e+03 1.87469795e+00 5.86602307e+02
3.54306558e+02 1.48957875e+04 9.24317834e+03 7.12348219e+07
2.79592655e+03 1.44787937e+06 1.27066545e-01 3.26143830e-02
7.76893461e+03 4.90954685e+04 5.91974856e+02]
iteration # 13600; log-lik = 233154.118115
[ 2.59848766e+05 3.36670206e+07 2.73009316e+04 6.24345615e+04
5.70298929e+03 5.21873107e+04 3.06662568e+04 8.11338140e+02
4.12189135e+03 6.26396964e+03 1.78550567e+04 5.61610913e+02
1.84493094e+05 6.26798177e+03 1.79585182e+00 5.90153554e+02
3.54603662e+02 1.49417757e+04 9.24378627e+03 7.37041080e+07
2.79564667e+03 1.49867592e+06 1.26861268e-01 3.25516620e-02
7.76166868e+03 4.92385825e+04 5.93612134e+02]
iteration # 13700; log-lik = 233154.156010
[ 2.59917724e+05 3.42834468e+07 2.72444744e+04 6.25472774e+04
5.69430129e+03 5.20598434e+04 3.06824197e+04 8.04048852e+02
4.12441615e+03 6.23269187e+03 1.78541061e+04 5.59406234e+02
1.87599364e+05 6.25559420e+03 1.74054097e+00 5.95802172e+02
3.58366410e+02 1.49528444e+04 9.25049984e+03 7.62325309e+07
2.78159343e+03 1.55152889e+06 1.26352787e-01 3.25620734e-02
7.73028054e+03 4.92798817e+04 5.94525202e+02]
iteration # 13800; log-lik = 233154.219383
[ 2.63375246e+05 3.31208265e+07 2.71416618e+04 6.23431480e+04
5.70894137e+03 5.21597605e+04 3.10705430e+04 8.18124878e+02
4.10183798e+03 6.25866076e+03 1.78326269e+04 5.58412823e+02
1.79412927e+05 6.31018035e+03 1.76849246e+00 5.91083738e+02
3.55546882e+02 1.48679957e+04 9.18359474e+03 7.53420860e+07
2.78524161e+03 1.53906788e+06 1.25982091e-01 3.25377057e-02
7.67608914e+03 4.97871729e+04 6.01369973e+02]
iteration # 13900; log-lik = 233154.288467
[ 2.61709534e+05 3.31097781e+07 2.71309384e+04 6.22254340e+04
5.69785677e+03 5.20315155e+04 3.16983189e+04 8.18896896e+02
4.09406883e+03 6.18607024e+03 1.78342559e+04 5.53518686e+02
1.79410724e+05 6.26842125e+03 1.66937909e+00 5.88569565e+02
3.52497889e+02 1.48225819e+04 9.11904482e+03 8.20867384e+07
2.78042087e+03 1.67610662e+06 1.24440197e-01 3.23311001e-02
7.58768517e+03 4.99973041e+04 6.02887419e+02]
iteration # 14000; log-lik = 233154.376435
[ 2.59409900e+05 3.37916770e+07 2.71706425e+04 6.22243481e+04
5.67362245e+03 5.17990523e+04 3.15735521e+04 8.22565966e+02
4.08174311e+03 6.22294677e+03 1.79271059e+04 5.47372045e+02
1.84880842e+05 6.30536928e+03 1.60153806e+00 5.86829794e+02
3.55521716e+02 1.48300659e+04 9.09425468e+03 8.59425343e+07
2.77710245e+03 1.76082650e+06 1.24171019e-01 3.22529397e-02
7.57339777e+03 4.97691157e+04 6.00155803e+02]
iteration # 14100; log-lik = 233154.490891
[ 2.56404245e+05 3.61781837e+07 2.71346437e+04 6.20780007e+04
5.60301592e+03 5.13183441e+04 3.16850279e+04 8.20429358e+02
4.05672198e+03 6.19472556e+03 1.80249799e+04 5.44668229e+02
2.00485073e+05 6.31624807e+03 1.42648962e+00 5.81732155e+02
3.53460528e+02 1.49147595e+04 9.09701409e+03 9.63702507e+07
2.79389526e+03 1.98459634e+06 1.22901287e-01 3.20222822e-02
7.48561533e+03 4.98518065e+04 6.00788051e+02]
iteration # 14200; log-lik = 233154.663424
[ 2.56861276e+05 3.93671336e+07 2.72378040e+04 6.21741127e+04
5.52981498e+03 5.07891002e+04 3.22228961e+04 8.43360099e+02
4.03481484e+03 6.16782110e+03 1.79235494e+04 5.45042925e+02
2.20403771e+05 6.39865441e+03 1.25189225e+00 5.70485796e+02
3.49926961e+02 1.50012668e+04 9.17203887e+03 1.06071532e+08
2.81526259e+03 2.19538871e+06 1.22368085e-01 3.18622607e-02
7.48001291e+03 4.94503349e+04 5.97098531e+02]
iteration # 14300; log-lik = 233154.763062
[ 2.49978402e+05 4.36262076e+07 2.72084223e+04 6.24130982e+04
5.43521527e+03 5.01501954e+04 3.19940668e+04 8.40200637e+02
4.04895605e+03 6.17317253e+03 1.80189495e+04 5.42520006e+02
2.53404151e+05 6.44418168e+03 1.11676643e+00 5.75869533e+02
3.56297518e+02 1.51619497e+04 9.23942432e+03 1.13641563e+08
2.84669282e+03 2.36069675e+06 1.22755690e-01 3.18251424e-02
7.47081437e+03 4.90602504e+04 5.91918102e+02]
iteration # 14400; log-lik = 233154.875512
[ 2.53280217e+05 4.22613074e+07 2.74220739e+04 6.28472961e+04
5.47226668e+03 5.03062297e+04 3.18281820e+04 8.69808739e+02
4.05538045e+03 6.12574781e+03 1.80515328e+04 5.41223549e+02
2.41408055e+05 6.35016089e+03 1.12648269e+00 5.69382344e+02
3.56559175e+02 1.51195868e+04 9.23999567e+03 1.13438224e+08
2.86312813e+03 2.36126247e+06 1.22816509e-01 3.17770200e-02
7.42104259e+03 4.89820955e+04 5.89487992e+02]
iteration # 14500; log-lik = 233154.932984
[ 2.56785365e+05 4.35418830e+07 2.73687088e+04 6.26655160e+04
5.45459291e+03 5.02340025e+04 3.17531200e+04 8.63102848e+02
4.06249311e+03 6.11251198e+03 1.80434380e+04 5.39507292e+02
2.45657873e+05 6.39897216e+03 1.10338480e+00 5.66354612e+02
3.54591384e+02 1.51667932e+04 9.27172342e+03 1.14780164e+08
2.86856776e+03 2.39828444e+06 1.22592626e-01 3.17015759e-02
7.39076167e+03 4.91446370e+04 5.91759395e+02]
iteration # 14600; log-lik = 233155.001936
[ 2.56987359e+05 4.38102395e+07 2.73988454e+04 6.27369111e+04
5.45861394e+03 5.02343417e+04 3.21392259e+04 8.74627483e+02
4.06992840e+03 6.03201153e+03 1.79835225e+04 5.40559821e+02
2.47697356e+05 6.37626999e+03 1.08519375e+00 5.68043193e+02
3.54657086e+02 1.52151290e+04 9.31129699e+03 1.14943606e+08
2.86808713e+03 2.39864949e+06 1.22539537e-01 3.17064420e-02
7.35567023e+03 4.94095737e+04 5.93448897e+02]
iteration # 14700; log-lik = 233155.061429
[ 2.58542934e+05 4.56612807e+07 2.74749029e+04 6.28983646e+04
5.43104068e+03 5.00789908e+04 3.19308365e+04 8.71120632e+02
4.07878043e+03 6.01335603e+03 1.79299163e+04 5.41088944e+02
2.57557486e+05 6.38239281e+03 1.05880191e+00 5.71183897e+02
3.58958110e+02 1.53113502e+04 9.36136518e+03 1.14378385e+08
2.87465728e+03 2.38940237e+06 1.23147207e-01 3.17643984e-02
7.37354395e+03 4.93799401e+04 5.93241527e+02]
iteration # 14800; log-lik = 233155.147030
[ 2.58641460e+05 4.87598997e+07 2.74375346e+04 6.27616848e+04
5.37715790e+03 4.96168429e+04 3.24326430e+04 8.54571864e+02
4.07069097e+03 5.97473180e+03 1.78371284e+04 5.37474381e+02
2.74375400e+05 6.41025433e+03 9.49100336e-01 5.76308188e+02
3.58202677e+02 1.53539340e+04 9.34677309e+03 1.25919504e+08
2.84793798e+03 2.63549728e+06 1.21723415e-01 3.15710444e-02
7.32757504e+03 5.00001260e+04 6.01249673e+02]
iteration # 14900; log-lik = 233155.231812
[ 2.62303926e+05 5.29235341e+07 2.75791214e+04 6.28762130e+04
5.31460654e+03 4.91216025e+04 3.19948006e+04 8.33993767e+02
4.06469194e+03 5.98127219e+03 1.77802951e+04 5.40364377e+02
2.92601599e+05 6.38306353e+03 8.58061811e-01 5.69081993e+02
3.55491925e+02 1.54010718e+04 9.38493690e+03 1.37140674e+08
2.84845749e+03 2.87851596e+06 1.20665090e-01 3.13130118e-02
7.33194007e+03 5.03710576e+04 6.05712751e+02]
iteration # 15000; log-lik = 233155.271839
[ 2.60082918e+05 5.50268390e+07 2.75998074e+04 6.30359350e+04
5.28188319e+03 4.88122859e+04 3.19020319e+04 8.42728270e+02
4.05801133e+03 5.96160671e+03 1.78026759e+04 5.37542213e+02
3.07598759e+05 6.39636209e+03 7.97385058e-01 5.72470659e+02
3.59095480e+02 1.54290305e+04 9.38107768e+03 1.45465252e+08
2.85858985e+03 3.07342199e+06 1.20294706e-01 3.12435725e-02
7.28398459e+03 5.04191368e+04 6.06461522e+02]
iteration # 15100; log-lik = 233155.304487
[ 2.58481573e+05 6.11460564e+07 2.76817575e+04 6.30266332e+04
5.18712228e+03 4.81519050e+04 3.16108541e+04 8.24247902e+02
4.04107459e+03 5.96228306e+03 1.77868758e+04 5.37782856e+02
3.42448200e+05 6.38066632e+03 6.87258372e-01 5.67696690e+02
3.57394643e+02 1.55358767e+04 9.37933628e+03 1.67965374e+08
2.84729875e+03 3.54386457e+06 1.18935362e-01 3.09307689e-02
7.27894204e+03 5.06162445e+04 6.08509356e+02]
iteration # 15200; log-lik = 233155.343331
[ 2.59154411e+05 6.25371138e+07 2.77275462e+04 6.31333325e+04
5.17417881e+03 4.80337174e+04 3.11333844e+04 8.21977226e+02
4.02944557e+03 5.94340590e+03 1.77708478e+04 5.41046981e+02
3.47504047e+05 6.30834193e+03 6.59380188e-01 5.66013789e+02
3.55559812e+02 1.55541918e+04 9.37778170e+03 1.76494759e+08
2.84311127e+03 3.72272680e+06 1.18339495e-01 3.07877996e-02
7.27569200e+03 5.07884254e+04 6.10784283e+02]
iteration # 15300; log-lik = 233155.391077
[ 2.55211727e+05 6.26674316e+07 2.77135867e+04 6.31303945e+04
5.16899022e+03 4.80014729e+04 3.10276755e+04 8.31841947e+02
4.02938302e+03 5.93225051e+03 1.77301603e+04 5.42710798e+02
3.54698748e+05 6.32164432e+03 6.53214311e-01 5.69947144e+02
3.58580712e+02 1.55772617e+04 9.37907201e+03 1.78345974e+08
2.83294883e+03 3.75343767e+06 1.18490336e-01 3.08410427e-02
7.28114662e+03 5.06004459e+04 6.08503648e+02]
iteration # 15400; log-lik = 233155.459701
[ 2.55815272e+05 6.54079002e+07 2.77925234e+04 6.30158751e+04
5.11284803e+03 4.76416170e+04 3.09243029e+04 8.21569133e+02
4.01309642e+03 5.95078203e+03 1.77573135e+04 5.40503185e+02
3.66189761e+05 6.27481393e+03 5.88709910e-01 5.62426568e+02
3.54167834e+02 1.55629276e+04 9.28317909e+03 2.04042309e+08
2.81794314e+03 4.29296747e+06 1.16803251e-01 3.05545738e-02
7.23530118e+03 5.07334502e+04 6.11218101e+02]
iteration # 15500; log-lik = 233155.520192
[ 2.55017168e+05 6.32194103e+07 2.78631209e+04 6.30174824e+04
5.12863014e+03 4.77657245e+04 3.13682720e+04 8.49718306e+02
4.01015593e+03 5.96842967e+03 1.77619754e+04 5.39765298e+02
3.57000855e+05 6.31743273e+03 6.07667346e-01 5.61852817e+02
3.56326022e+02 1.55322676e+04 9.26442549e+03 1.93985023e+08
2.83103856e+03 4.09416367e+06 1.17555554e-01 3.07010325e-02
7.21773588e+03 5.07953853e+04 6.11491449e+02]
iteration # 15600; log-lik = 233155.575162
[ 2.52442608e+05 6.24842814e+07 2.78587479e+04 6.30322693e+04
5.13294858e+03 4.78257471e+04 3.14768947e+04 8.62652386e+02
4.01149528e+03 5.95122588e+03 1.77378203e+04 5.40288699e+02
3.57603972e+05 6.31446697e+03 6.13495714e-01 5.65914990e+02
3.60026702e+02 1.55422502e+04 9.26316915e+03 1.91323606e+08
2.82965253e+03 4.04197034e+06 1.17914241e-01 3.08118349e-02
7.20507939e+03 5.07097895e+04 6.09918489e+02]
iteration # 15700; log-lik = 233155.628126
[ 2.55503593e+05 6.41378439e+07 2.78602375e+04 6.30282655e+04
5.11532640e+03 4.77249388e+04 3.14271562e+04 8.65730924e+02
4.00145025e+03 5.96297057e+03 1.77359660e+04 5.40776130e+02
3.62164041e+05 6.32711544e+03 5.94923889e-01 5.62994635e+02
3.58277876e+02 1.55808841e+04 9.26728226e+03 1.95388318e+08
2.83362225e+03 4.13665361e+06 1.17745437e-01 3.07833182e-02
7.20868006e+03 5.08344247e+04 6.11921424e+02]
iteration # 15800; log-lik = 233155.684687
[ 2.56685082e+05 6.11587672e+07 2.78454849e+04 6.30012707e+04
5.14887234e+03 4.80084083e+04 3.16961865e+04 8.81859575e+02
3.99876606e+03 5.97230417e+03 1.76262455e+04 5.40975948e+02
3.43907853e+05 6.32704748e+03 6.28145025e-01 5.64288695e+02
3.58927399e+02 1.55100506e+04 9.23943975e+03 1.86453142e+08
2.82436624e+03 3.94753585e+06 1.18259291e-01 3.09050826e-02
7.23019363e+03 5.06565020e+04 6.10853163e+02]
iteration # 15900; log-lik = 233155.749836
[ 2.56771884e+05 6.28274302e+07 2.78539396e+04 6.30628610e+04
5.13621379e+03 4.78837527e+04 3.17165480e+04 8.89501608e+02
3.99463243e+03 5.94314352e+03 1.76234897e+04 5.39630915e+02
3.52297364e+05 6.30626236e+03 5.98306665e-01 5.62301806e+02
3.57536341e+02 1.55490813e+04 9.26713400e+03 1.95798533e+08
2.82560326e+03 4.14914792e+06 1.17775138e-01 3.08094197e-02
7.20826849e+03 5.05289048e+04 6.09399801e+02]
iteration # 16000; log-lik = 233155.862713
[ 2.56169589e+05 6.38491253e+07 2.79315415e+04 6.30783980e+04
5.12840660e+03 4.78180437e+04 3.19902074e+04 8.97425555e+02
4.01595361e+03 5.92267488e+03 1.76341309e+04 5.36884121e+02
3.56689586e+05 6.28513662e+03 5.73511924e-01 5.59233241e+02
3.53980832e+02 1.55447683e+04 9.27582379e+03 2.05813637e+08
2.82365312e+03 4.36948514e+06 1.17213581e-01 3.07261624e-02
7.18989601e+03 5.01824624e+04 6.05361216e+02]
iteration # 16100; log-lik = 233156.098074
[ 2.51066242e+05 6.23222746e+07 2.80115095e+04 6.30104242e+04
5.14624948e+03 4.77655441e+04 3.27685537e+04 9.69888905e+02
4.03059701e+03 5.93642789e+03 1.76860616e+04 5.34496184e+02
3.55738369e+05 6.32440067e+03 5.83994820e-01 5.55705442e+02
3.64647830e+02 1.55677090e+04 9.34670957e+03 1.88024024e+08
2.88916278e+03 4.02318052e+06 1.18790626e-01 3.09636874e-02
7.13993657e+03 5.02137109e+04 6.05963096e+02]
iteration # 16200; log-lik = 233156.481362
[ 2.48689415e+05 7.61085289e+07 2.76949756e+04 6.26326601e+04
4.99428976e+03 4.68220314e+04 3.29972891e+04 9.49363086e+02
4.01911678e+03 5.94204486e+03 1.73899970e+04 5.43880723e+02
4.37715938e+05 6.36035269e+03 4.68784645e-01 5.59853296e+02
3.62489192e+02 1.58439201e+04 9.51951215e+03 2.17180418e+08
2.87297147e+03 4.64277774e+06 1.17674401e-01 3.07703551e-02
7.17347891e+03 5.06903685e+04 6.15629949e+02]
iteration # 16300; log-lik = 233157.280084
[ 2.50334978e+05 1.12200584e+08 2.77472705e+04 6.23986582e+04
4.76790417e+03 4.48983478e+04 3.51282430e+04 9.55028277e+02
4.08526144e+03 5.81687628e+03 1.73164367e+04 5.40496373e+02
6.17794116e+05 6.24296707e+03 2.71247074e-01 5.32600068e+02
3.42614383e+02 1.62416980e+04 9.88228409e+03 3.31868234e+08
2.83602506e+03 7.14716639e+06 1.13221569e-01 2.97371359e-02
7.20964251e+03 5.13177745e+04 6.26822992e+02]
iteration # 16400; log-lik = 233157.857089
[ 2.34624112e+05 1.90207473e+08 2.78404177e+04 6.27007264e+04
4.41874421e+03 4.20998969e+04 3.75305592e+04 9.83879740e+02
4.17812445e+03 5.81822323e+03 1.74157371e+04 5.41610460e+02
1.10288037e+06 6.18848170e+03 1.35264310e-01 5.15746162e+02
3.38391814e+02 1.69108982e+04 1.03972881e+04 5.19461857e+08
2.84758586e+03 1.12573203e+07 1.10773097e-01 2.89215835e-02
7.30266190e+03 5.17029937e+04 6.32822863e+02]
iteration # 16500; log-lik = 233158.042328
[ 2.33181127e+05 1.94875345e+08 2.78019783e+04 6.27427939e+04
4.39505710e+03 4.20496631e+04 3.76897488e+04 9.84407952e+02
4.20992071e+03 5.83516340e+03 1.74282968e+04 5.41919678e+02
1.12756280e+06 6.11635195e+03 1.31954355e-01 5.17704078e+02
3.37493462e+02 1.69636394e+04 1.04076453e+04 5.26173076e+08
2.85320192e+03 1.13524258e+07 1.11038381e-01 2.89297069e-02
7.31909924e+03 5.15130837e+04 6.31672623e+02]
iteration # 16600; log-lik = 233158.209523
[ 2.35496427e+05 1.91302684e+08 2.77685271e+04 6.27796794e+04
4.39465631e+03 4.21546929e+04 3.78603075e+04 9.98776025e+02
4.18820358e+03 5.87481848e+03 1.74889598e+04 5.40489067e+02
1.08687621e+06 6.05071853e+03 1.31884734e-01 5.14367992e+02
3.35782683e+02 1.68890685e+04 1.03238496e+04 5.34762005e+08
2.84957855e+03 1.15800442e+07 1.10849839e-01 2.89286715e-02
7.32169302e+03 5.16259867e+04 6.33123513e+02]
iteration # 16700; log-lik = 233158.373963
[ 2.36314644e+05 1.98897322e+08 2.76416427e+04 6.27773847e+04
4.36209298e+03 4.20782388e+04 3.86936196e+04 1.07188872e+03
4.19559831e+03 5.93841104e+03 1.75225896e+04 5.41190490e+02
1.13098658e+06 6.10292794e+03 1.26933185e-01 5.14185027e+02
3.34476594e+02 1.70340164e+04 1.04183147e+04 5.08891287e+08
2.88607337e+03 1.10783094e+07 1.12183390e-01 2.90787826e-02
7.28422463e+03 5.21455510e+04 6.39506120e+02]
iteration # 16800; log-lik = 233158.485988
[ 2.36673528e+05 1.79301846e+08 2.76255717e+04 6.29422796e+04
4.41012708e+03 4.26042736e+04 3.90517591e+04 1.11188213e+03
4.18861209e+03 5.98053342e+03 1.75384871e+04 5.40271618e+02
1.01947353e+06 6.06050395e+03 1.43751949e-01 5.17403950e+02
3.37805589e+02 1.69138933e+04 1.03227229e+04 4.56106358e+08
2.89802838e+03 9.90930596e+06 1.13589940e-01 2.93817347e-02
7.28078887e+03 5.19337613e+04 6.35552890e+02]
iteration # 16900; log-lik = 233158.555345
[ 2.35721223e+05 1.82977193e+08 2.77422842e+04 6.30972811e+04
4.40114595e+03 4.25533045e+04 3.91826443e+04 1.14372387e+03
4.19273095e+03 5.99324544e+03 1.74904615e+04 5.44410953e+02
1.04010792e+06 6.01394206e+03 1.39066819e-01 5.15730261e+02
3.36233880e+02 1.69402393e+04 1.03690378e+04 4.60915939e+08
2.88187280e+03 9.98074686e+06 1.13888979e-01 2.93793762e-02
7.35231174e+03 5.18911026e+04 6.35428760e+02]
iteration # 17000; log-lik = 233158.676565
[ 2.38163764e+05 1.67958125e+08 2.76052442e+04 6.30535678e+04
4.44738908e+03 4.29840193e+04 3.98525853e+04 1.18767243e+03
4.18557128e+03 5.97086836e+03 1.75534585e+04 5.40506399e+02
9.44344061e+05 5.98489103e+03 1.46660789e-01 5.18630466e+02
3.35713670e+02 1.68188928e+04 1.02209234e+04 4.55449037e+08
2.85614189e+03 9.85132012e+06 1.13677206e-01 2.95403687e-02
7.30006139e+03 5.20001342e+04 6.36593010e+02]
iteration # 17100; log-lik = 233158.821474
[ 2.38115364e+05 1.77930525e+08 2.77878852e+04 6.32229010e+04
4.40831515e+03 4.25546496e+04 4.08860931e+04 1.22881356e+03
4.18697773e+03 5.89989895e+03 1.75252064e+04 5.38473810e+02
1.00367145e+06 5.95764705e+03 1.26503721e-01 5.14992464e+02
3.35401414e+02 1.68163317e+04 1.02246603e+04 5.12660109e+08
2.84274292e+03 1.11267934e+07 1.12405386e-01 2.93683574e-02
7.26011920e+03 5.25151106e+04 6.42792545e+02]
iteration # 17200; log-lik = 233158.910794
[ 2.39709216e+05 1.70594900e+08 2.77020041e+04 6.31887231e+04
4.44299631e+03 4.27800182e+04 4.13299163e+04 1.23390826e+03
4.19540708e+03 5.87038642e+03 1.75983135e+04 5.34580603e+02
9.66240703e+05 6.01723399e+03 1.32592832e-01 5.18539766e+02
3.36178364e+02 1.67624692e+04 1.01996684e+04 4.93682787e+08
2.83508547e+03 1.07310699e+07 1.12594582e-01 2.95000176e-02
7.25421599e+03 5.24282786e+04 6.41978636e+02]
iteration # 17300; log-lik = 233159.131889
[ 2.38709930e+05 1.81346729e+08 2.77526228e+04 6.32059066e+04
4.41087955e+03 4.25366340e+04 4.03738910e+04 1.22289922e+03
4.20164944e+03 5.86910885e+03 1.76247797e+04 5.35415537e+02
1.03049502e+06 5.97312756e+03 1.24323957e-01 5.19334929e+02
3.39651316e+02 1.68436815e+04 1.02546568e+04 5.18682664e+08
2.84590222e+03 1.12801750e+07 1.12575964e-01 2.94373035e-02
7.31443105e+03 5.21288903e+04 6.40692508e+02]
iteration # 17400; log-lik = 233159.442147
[ 2.43755846e+05 1.90049898e+08 2.77665474e+04 6.31430278e+04
4.38888052e+03 4.23897161e+04 4.07437945e+04 1.28179938e+03
4.20327802e+03 5.88043456e+03 1.77271069e+04 5.35530541e+02
1.07598663e+06 6.04890084e+03 1.15837932e-01 5.13232014e+02
3.38544861e+02 1.68927928e+04 1.03242971e+04 5.26953468e+08
2.86110312e+03 1.15272290e+07 1.12736208e-01 2.95290106e-02
7.36912365e+03 5.24303483e+04 6.44982760e+02]
iteration # 17500; log-lik = 233159.717090
[ 2.44053634e+05 1.98961779e+08 2.76620846e+04 6.28265754e+04
4.37245223e+03 4.21950121e+04 4.21037356e+04 1.35898003e+03
4.24016233e+03 5.83852833e+03 1.76948837e+04 5.28725495e+02
1.13371291e+06 6.15460762e+03 1.07412698e-01 5.10178136e+02
3.37933033e+02 1.69819873e+04 1.04390477e+04 5.32663817e+08
2.89556336e+03 1.17233643e+07 1.12829949e-01 2.95255787e-02
7.32023183e+03 5.26267654e+04 6.47148511e+02]
iteration # 17600; log-lik = 233159.955101
[ 2.41781915e+05 2.22655853e+08 2.77891064e+04 6.28494772e+04
4.32732004e+03 4.15605522e+04 4.26335042e+04 1.42037175e+03
4.26180455e+03 5.69935134e+03 1.74386302e+04 5.24536146e+02
1.28729558e+06 6.17226637e+03 8.68252086e-02 5.16647661e+02
3.43967236e+02 1.70768327e+04 1.05332136e+04 6.25822758e+08
2.86309611e+03 1.37997293e+07 1.11407453e-01 2.93149307e-02
7.32779582e+03 5.29848827e+04 6.53069859e+02]
iteration # 17700; log-lik = 233160.209431
[ 2.45198400e+05 2.38285670e+08 2.77160033e+04 6.26200188e+04
4.30449614e+03 4.12402856e+04 4.39468616e+04 1.46014982e+03
4.32966066e+03 5.65909932e+03 1.74592980e+04 5.11344440e+02
1.34851614e+06 6.17524884e+03 7.84360648e-02 5.13135427e+02
3.46934526e+02 1.71329876e+04 1.06313491e+04 6.54455381e+08
2.89864363e+03 1.45684958e+07 1.10937384e-01 2.92199052e-02
7.28986057e+03 5.31775421e+04 6.55593992e+02]
iteration # 17800; log-lik = 233160.551162
[ 2.44081251e+05 2.73744466e+08 2.76401456e+04 6.28143729e+04
4.25978173e+03 4.06714371e+04 4.25189918e+04 1.40014294e+03
4.38703030e+03 5.51584757e+03 1.73123338e+04 5.02083126e+02
1.54794212e+06 6.15176137e+03 6.71585296e-02 5.28561521e+02
3.55789746e+02 1.73078749e+04 1.07960040e+04 7.46373255e+08
2.93766365e+03 1.66934561e+07 1.09744252e-01 2.89811039e-02
7.23985822e+03 5.29468174e+04 6.51555696e+02]
iteration # 17900; log-lik = 233160.757078
[ 2.44395966e+05 2.92453309e+08 2.77582444e+04 6.29148850e+04
4.22168468e+03 4.02583733e+04 4.19788948e+04 1.40777135e+03
4.36296808e+03 5.46401100e+03 1.72273544e+04 5.01224748e+02
1.63938074e+06 6.07589892e+03 5.79854644e-02 5.25829141e+02
3.53267038e+02 1.73030122e+04 1.07505028e+04 8.75347991e+08
2.92930265e+03 1.95421438e+07 1.07887230e-01 2.86373892e-02
7.22669895e+03 5.34859081e+04 6.56220290e+02]
iteration # 18000; log-lik = 233160.962504
[ 2.42683090e+05 3.19291776e+08 2.77491526e+04 6.29003264e+04
4.17655167e+03 3.97731316e+04 4.09721252e+04 1.38141503e+03
4.35574347e+03 5.42144176e+03 1.70473925e+04 4.98045796e+02
1.80857111e+06 6.08959603e+03 5.11694875e-02 5.34853102e+02
3.57588621e+02 1.73566357e+04 1.07783242e+04 9.73989100e+08
2.93939575e+03 2.17448094e+07 1.06834498e-01 2.83861650e-02
7.21959880e+03 5.39950782e+04 6.61561028e+02]
iteration # 18100; log-lik = 233161.153371
[ 2.44101582e+05 3.61671898e+08 2.77313639e+04 6.30320050e+04
4.11694213e+03 3.91311112e+04 4.02090686e+04 1.33689841e+03
4.35674605e+03 5.39112007e+03 1.69464835e+04 4.91800892e+02
2.03109137e+06 6.06414659e+03 4.22580554e-02 5.43867558e+02
3.59203605e+02 1.73864942e+04 1.08122610e+04 1.15920154e+09
2.92135324e+03 2.59774577e+07 1.04857342e-01 2.80329564e-02
7.20615889e+03 5.46721573e+04 6.70669460e+02]
iteration # 18200; log-lik = 233161.340020
[ 2.42900485e+05 4.03465315e+08 2.76367334e+04 6.32209610e+04
4.04924274e+03 3.84739972e+04 3.96598579e+04 1.28485183e+03
4.36108933e+03 5.42526763e+03 1.70932963e+04 4.83773547e+02
2.28496712e+06 6.05351117e+03 3.67142915e-02 5.51201761e+02
3.66619597e+02 1.74808949e+04 1.08571254e+04 1.27703489e+09
2.94758601e+03 2.87710839e+07 1.03987984e-01 2.78188980e-02
7.13757803e+03 5.54028678e+04 6.79815540e+02]
iteration # 18300; log-lik = 233161.452212
[ 2.43210915e+05 4.08643837e+08 2.77723098e+04 6.35082511e+04
4.04050987e+03 3.82876310e+04 3.89854652e+04 1.30225068e+03
4.33679495e+03 5.45651029e+03 1.71381706e+04 4.82623833e+02
2.31783583e+06 6.01629400e+03 3.49162042e-02 5.53274317e+02
3.65657948e+02 1.74465828e+04 1.08495088e+04 1.31683439e+09
2.96571556e+03 2.96753179e+07 1.03573026e-01 2.76528248e-02
7.07676719e+03 5.62510540e+04 6.89042442e+02]
iteration # 18400; log-lik = 233161.500370
[ 2.44056105e+05 4.52462539e+08 2.79251264e+04 6.36885613e+04
3.99214135e+03 3.77613772e+04 3.89289855e+04 1.27713683e+03
4.35075537e+03 5.39847710e+03 1.71736869e+04 4.78243704e+02
2.55718005e+06 5.99089255e+03 2.98989045e-02 5.50098257e+02
3.65965984e+02 1.75267006e+04 1.09199630e+04 1.50420520e+09
2.97173624e+03 3.39959939e+07 1.02244953e-01 2.73703984e-02
7.04817051e+03 5.64988284e+04 6.91994826e+02]
iteration # 18500; log-lik = 233161.518882
[ 2.42157344e+05 4.76073943e+08 2.78968503e+04 6.36712551e+04
3.96955877e+03 3.75142537e+04 3.89194778e+04 1.26956600e+03
4.36842987e+03 5.36906198e+03 1.72029250e+04 4.74844606e+02
2.71888469e+06 6.00982077e+03 2.76813357e-02 5.52958071e+02
3.65323744e+02 1.75752468e+04 1.09640837e+04 1.60229476e+09
2.97267486e+03 3.62860030e+07 1.01598288e-01 2.72280425e-02
7.01784801e+03 5.67142395e+04 6.93602513e+02]
iteration # 18600; log-lik = 233161.524944
[ 2.42898593e+05 4.66586994e+08 2.78994845e+04 6.36123146e+04
3.98315983e+03 3.76182304e+04 3.88347500e+04 1.26707841e+03
4.36509165e+03 5.36792764e+03 1.72246420e+04 4.75497501e+02
2.65646094e+06 6.00791964e+03 2.84124163e-02 5.50998498e+02
3.63761033e+02 1.75443406e+04 1.09467177e+04 1.58252485e+09
2.96842970e+03 3.58093101e+07 1.01593822e-01 2.72342232e-02
7.03426325e+03 5.66446531e+04 6.92807047e+02]
iteration # 18700; log-lik = 233161.532897
[ 2.41917449e+05 4.71985720e+08 2.79182591e+04 6.36010279e+04
3.97527301e+03 3.75331767e+04 3.88808045e+04 1.25974333e+03
4.37257019e+03 5.36455025e+03 1.72401861e+04 4.74863682e+02
2.70296654e+06 6.01578775e+03 2.79913266e-02 5.50026875e+02
3.64092058e+02 1.75557351e+04 1.09584940e+04 1.59990036e+09
2.97096706e+03 3.61768383e+07 1.01492324e-01 2.71921728e-02
7.02965588e+03 5.66603773e+04 6.92672783e+02]
iteration # 18800; log-lik = 233161.543740
[ 2.41738726e+05 4.75119320e+08 2.79228554e+04 6.35142308e+04
3.97232721e+03 3.74865124e+04 3.87628944e+04 1.24798009e+03
4.37419988e+03 5.36860975e+03 1.72457137e+04 4.75183903e+02
2.72378061e+06 6.02324526e+03 2.78484016e-02 5.46298954e+02
3.62499699e+02 1.75534926e+04 1.09722392e+04 1.61752763e+09
2.96879564e+03 3.65304646e+07 1.01277141e-01 2.71171190e-02
7.03809087e+03 5.66231170e+04 6.92256052e+02]
iteration # 18900; log-lik = 233161.550565
[ 2.41253254e+05 4.79172810e+08 2.78921298e+04 6.34022240e+04
3.96600649e+03 3.74620803e+04 3.87128067e+04 1.24845939e+03
4.37099852e+03 5.37131631e+03 1.72240948e+04 4.76369777e+02
2.75271634e+06 6.03621811e+03 2.75733617e-02 5.43689744e+02
3.60658953e+02 1.75697149e+04 1.09792062e+04 1.64123002e+09
2.96535076e+03 3.70291928e+07 1.01147165e-01 2.70768303e-02
7.04551546e+03 5.65223215e+04 6.91437543e+02]
iteration # 19000; log-lik = 233161.555336
[ 2.41383060e+05 4.84699905e+08 2.78964625e+04 6.34086137e+04
3.96232143e+03 3.74175146e+04 3.86010660e+04 1.24227373e+03
4.37367009e+03 5.37253067e+03 1.72420138e+04 4.76267354e+02
2.77854642e+06 6.03139005e+03 2.72023564e-02 5.41839445e+02
3.59060551e+02 1.75745185e+04 1.09953231e+04 1.66701801e+09
2.96595442e+03 3.76283761e+07 1.00951407e-01 2.70192923e-02
7.04763182e+03 5.64832081e+04 6.90877438e+02]
iteration # 19100; log-lik = 233161.565412
[ 2.42414895e+05 4.91812288e+08 2.79186631e+04 6.34239487e+04
3.95411025e+03 3.73521244e+04 3.80864314e+04 1.22786435e+03
4.36875956e+03 5.38233982e+03 1.72340112e+04 4.76334280e+02
2.80864313e+06 6.03640432e+03 2.68059078e-02 5.40367993e+02
3.57944019e+02 1.75769514e+04 1.09924615e+04 1.70497462e+09
2.96874558e+03 3.84915651e+07 1.00692131e-01 2.69395580e-02
7.04350180e+03 5.64900975e+04 6.90853564e+02]
iteration # 19200; log-lik = 233161.572991
[ 2.42816436e+05 5.00240837e+08 2.78893879e+04 6.33398131e+04
3.94724112e+03 3.72653599e+04 3.79358845e+04 1.22213003e+03
4.37186640e+03 5.35956657e+03 1.72106983e+04 4.75107326e+02
2.85573879e+06 6.06025298e+03 2.59844494e-02 5.38528194e+02
3.57054593e+02 1.75783679e+04 1.09939276e+04 1.77670769e+09
2.96776249e+03 4.01828004e+07 1.00156479e-01 2.68485501e-02
7.01862739e+03 5.64489610e+04 6.90312112e+02]
iteration # 19300; log-lik = 233161.577498
[ 2.43314906e+05 5.00952335e+08 2.78891975e+04 6.33231810e+04
3.94415683e+03 3.72598103e+04 3.78675832e+04 1.22374359e+03
4.36690061e+03 5.37709813e+03 1.72146603e+04 4.76210069e+02
2.85407105e+06 6.06460260e+03 2.59260432e-02 5.36270694e+02
3.55277035e+02 1.75749784e+04 1.09862037e+04 1.78447504e+09
2.96360322e+03 4.03418029e+07 1.00113478e-01 2.68272341e-02
7.02852011e+03 5.64695201e+04 6.90748472e+02]
iteration # 19400; log-lik = 233161.580133
[ 2.43198079e+05 5.08579105e+08 2.79011620e+04 6.33366672e+04
3.93481903e+03 3.71673921e+04 3.78069276e+04 1.22075393e+03
4.37028203e+03 5.37597509e+03 1.72253992e+04 4.75387877e+02
2.89855413e+06 6.05901272e+03 2.52767575e-02 5.35238310e+02
3.55258737e+02 1.75815125e+04 1.09878998e+04 1.82694961e+09
2.96573688e+03 4.13095630e+07 9.98807232e-02 2.67689339e-02
7.01976897e+03 5.65391744e+04 6.91372615e+02]
iteration # 19500; log-lik = 233161.583852
[ 2.43911224e+05 5.10339173e+08 2.79177123e+04 6.33480499e+04
3.93290744e+03 3.71336888e+04 3.78508134e+04 1.23023559e+03
4.37020343e+03 5.37365607e+03 1.72140321e+04 4.74852966e+02
2.90047094e+06 6.05845654e+03 2.48729279e-02 5.33884173e+02
3.54683730e+02 1.75725762e+04 1.09804382e+04 1.85367835e+09
2.96482486e+03 4.19567202e+07 9.97159274e-02 2.67338185e-02
7.00902680e+03 5.66307013e+04 6.92537744e+02]
iteration # 19600; log-lik = 233161.586037
[ 2.43832435e+05 5.15040701e+08 2.79076972e+04 6.33328248e+04
3.92879989e+03 3.70743645e+04 3.78277019e+04 1.23010637e+03
4.37085285e+03 5.36524093e+03 1.72064286e+04 4.74118335e+02
2.93002161e+06 6.06454138e+03 2.44219371e-02 5.33156944e+02
3.54727192e+02 1.75714918e+04 1.09829805e+04 1.88944516e+09
2.96535760e+03 4.28143324e+07 9.94941248e-02 2.66887693e-02
6.99916328e+03 5.66478048e+04 6.92743624e+02]
iteration # 19700; log-lik = 233161.589276
[ 2.43389214e+05 5.19228404e+08 2.79215605e+04 6.33616630e+04
3.92452062e+03 3.70346956e+04 3.79225005e+04 1.23121001e+03
4.37634995e+03 5.36586548e+03 1.71988671e+04 4.74015230e+02
2.96184107e+06 6.06172884e+03 2.41927978e-02 5.32871393e+02
3.55000232e+02 1.75770605e+04 1.09982387e+04 1.89443666e+09
2.96454116e+03 4.29199566e+07 9.95531935e-02 2.66802642e-02
7.01423500e+03 5.65959725e+04 6.92179861e+02]
iteration # 19800; log-lik = 233161.591546
[ 2.43471644e+05 5.25564030e+08 2.79095210e+04 6.33976166e+04
3.91802298e+03 3.69656699e+04 3.77175629e+04 1.22706689e+03
4.37373337e+03 5.36602765e+03 1.71871435e+04 4.73674012e+02
3.00059786e+06 6.06499828e+03 2.37867311e-02 5.32964981e+02
3.55444155e+02 1.75788653e+04 1.10043469e+04 1.92530042e+09
2.96947011e+03 4.36801343e+07 9.94041535e-02 2.66377881e-02
7.00431315e+03 5.66097143e+04 6.92439385e+02]
iteration # 19900; log-lik = 233161.593035
[ 2.43484390e+05 5.23246962e+08 2.78974999e+04 6.33929531e+04
3.91943740e+03 3.69872720e+04 3.77229140e+04 1.22846334e+03
4.37056436e+03 5.37100709e+03 1.71939177e+04 4.73732873e+02
2.98694112e+06 6.06407260e+03 2.38737507e-02 5.32128359e+02
3.54473845e+02 1.75664486e+04 1.09975195e+04 1.92564496e+09
2.97076512e+03 4.37129075e+07 9.93941164e-02 2.66295952e-02
7.00406555e+03 5.65547430e+04 6.91899398e+02]
iteration # 20000; log-lik = 233161.593636
[ 2.43312854e+05 5.26814001e+08 2.78968481e+04 6.33966206e+04
3.91659460e+03 3.69589169e+04 3.77106155e+04 1.22805606e+03
4.36899940e+03 5.36677530e+03 1.71769623e+04 4.73793016e+02
3.00918883e+06 6.06350655e+03 2.36337436e-02 5.32269977e+02
3.54279273e+02 1.75694955e+04 1.10065302e+04 1.94265533e+09
2.97104253e+03 4.41151226e+07 9.93148858e-02 2.66099670e-02
7.00399010e+03 5.65437973e+04 6.91947288e+02]
iteration # 20100; log-lik = 233161.593876
[ 2.43082914e+05 5.26584880e+08 2.78972881e+04 6.33999559e+04
3.91630553e+03 3.69581130e+04 3.77706171e+04 1.23017088e+03
4.36985527e+03 5.36783920e+03 1.71750948e+04 4.73848778e+02
3.01032876e+06 6.06268927e+03 2.36322156e-02 5.32189705e+02
3.54209257e+02 1.75692258e+04 1.10075559e+04 1.93953968e+09
2.97175526e+03 4.40447739e+07 9.93487849e-02 2.66126496e-02
7.00482122e+03 5.65358780e+04 6.91848031e+02]
iteration # 20200; log-lik = 233161.594159
[ 2.43019293e+05 5.27719191e+08 2.78904081e+04 6.33858675e+04
3.91511392e+03 3.69435111e+04 3.77769887e+04 1.22982467e+03
4.37036083e+03 5.36843378e+03 1.71741859e+04 4.73652138e+02
3.01774500e+06 6.06473571e+03 2.35401944e-02 5.31895006e+02
3.53898745e+02 1.75675078e+04 1.10086107e+04 1.94623385e+09
2.97292103e+03 4.42105826e+07 9.93005133e-02 2.65970702e-02
7.00273198e+03 5.65509947e+04 6.92063947e+02]
iteration # 20300; log-lik = 233161.594415
[ 2.42983618e+05 5.29870888e+08 2.78968922e+04 6.33937684e+04
3.91314431e+03 3.69206516e+04 3.77800541e+04 1.22894646e+03
4.37076815e+03 5.36766994e+03 1.71745591e+04 4.73572391e+02
3.02984514e+06 6.06259792e+03 2.33811910e-02 5.31841934e+02
3.53851069e+02 1.75693445e+04 1.10110176e+04 1.95747874e+09
2.97261632e+03 4.44600966e+07 9.92414261e-02 2.65859643e-02
7.00308596e+03 5.65650937e+04 6.92301661e+02]
iteration # 20400; log-lik = 233161.594666
[ 2.42989499e+05 5.30915973e+08 2.78943079e+04 6.33825185e+04
3.91213098e+03 3.69083353e+04 3.77938993e+04 1.22900044e+03
4.37034358e+03 5.36675147e+03 1.71668854e+04 4.73530221e+02
3.03524158e+06 6.06487668e+03 2.32795207e-02 5.31804461e+02
3.53672958e+02 1.75679082e+04 1.10099357e+04 1.96628300e+09
2.97184401e+03 4.46680977e+07 9.91810167e-02 2.65768552e-02
7.00163366e+03 5.65802631e+04 6.92573222e+02]
iteration # 20500; log-lik = 233161.594896
[ 2.43054301e+05 5.30523730e+08 2.78933663e+04 6.33815981e+04
3.91273237e+03 3.69112647e+04 3.77814922e+04 1.22869844e+03
4.37103797e+03 5.36680733e+03 1.71689746e+04 4.73519988e+02
3.03174734e+06 6.06362153e+03 2.32874435e-02 5.31711269e+02
3.53537666e+02 1.75650478e+04 1.10074686e+04 1.96790591e+09
2.97158914e+03 4.47000920e+07 9.91628947e-02 2.65748747e-02
7.00309730e+03 5.65759457e+04 6.92506135e+02]
iteration # 20600; log-lik = 233161.595173
[ 2.43031496e+05 5.34455230e+08 2.78908945e+04 6.33877144e+04
3.90856492e+03 3.68751598e+04 3.77934455e+04 1.22812175e+03
4.37191335e+03 5.36706179e+03 1.71619897e+04 4.73460275e+02
3.05406752e+06 6.06283591e+03 2.30492306e-02 5.31582495e+02
3.53410797e+02 1.75701881e+04 1.10124593e+04 1.98264073e+09
2.97250051e+03 4.50418237e+07 9.91045065e-02 2.65582972e-02
7.00374093e+03 5.65968334e+04 6.92810730e+02]
iteration # 20700; log-lik = 233161.595401
[ 2.42932684e+05 5.34057319e+08 2.78886691e+04 6.33921049e+04
3.90933372e+03 3.68776788e+04 3.78098356e+04 1.22889892e+03
4.37143948e+03 5.36581274e+03 1.71592325e+04 4.73452728e+02
3.05234061e+06 6.06013308e+03 2.30402958e-02 5.31967390e+02
3.53461117e+02 1.75671023e+04 1.10111633e+04 1.98347225e+09
2.97211847e+03 4.50556937e+07 9.90975933e-02 2.65605364e-02
7.00600300e+03 5.66008497e+04 6.92871865e+02]
iteration # 20800; log-lik = 233161.595564
[ 2.42917363e+05 5.33641653e+08 2.78837016e+04 6.33873906e+04
3.90960050e+03 3.68792640e+04 3.78316056e+04 1.22852079e+03
4.37129109e+03 5.36608471e+03 1.71576148e+04 4.73478016e+02
3.05051325e+06 6.06148801e+03 2.30588330e-02 5.32170485e+02
3.53420976e+02 1.75656111e+04 1.10089261e+04 1.98198238e+09
2.97150824e+03 4.50161812e+07 9.90937225e-02 2.65630732e-02
7.00670814e+03 5.66174603e+04 6.93037747e+02]
iteration # 20900; log-lik = 233161.595751
[ 2.43176940e+05 5.33310942e+08 2.78827723e+04 6.33952518e+04
3.90998070e+03 3.68824280e+04 3.78256537e+04 1.22885914e+03
4.37069406e+03 5.36580934e+03 1.71551964e+04 4.73589337e+02
3.04633068e+06 6.06133911e+03 2.30894364e-02 5.32113411e+02
3.53524101e+02 1.75670871e+04 1.10085171e+04 1.97852314e+09
2.97204530e+03 4.49318559e+07 9.91109207e-02 2.65677462e-02
7.00688845e+03 5.66303428e+04 6.93169173e+02]
iteration # 21000; log-lik = 233161.595867
[ 2.43178089e+05 5.34085718e+08 2.78838940e+04 6.34073651e+04
3.90946037e+03 3.68729243e+04 3.78348262e+04 1.22848138e+03
4.37092974e+03 5.36445494e+03 1.71529844e+04 4.73460152e+02
3.05119832e+06 6.06037561e+03 2.30244881e-02 5.32170949e+02
3.53499473e+02 1.75664991e+04 1.10095391e+04 1.98328648e+09
2.97227994e+03 4.50435634e+07 9.90888577e-02 2.65613844e-02
7.00696297e+03 5.66281400e+04 6.93150055e+02]
iteration # 21100; log-lik = 233161.595925
[ 2.43105156e+05 5.33958482e+08 2.78835725e+04 6.34054562e+04
3.90922398e+03 3.68720356e+04 3.78478621e+04 1.22859271e+03
4.37033205e+03 5.36511405e+03 1.71521319e+04 4.73547550e+02
3.05129872e+06 6.06024059e+03 2.30205258e-02 5.32115485e+02
3.53417865e+02 1.75664341e+04 1.10078477e+04 1.98413444e+09
2.97181694e+03 4.50563034e+07 9.90858061e-02 2.65610680e-02
7.00775073e+03 5.66277407e+04 6.93156590e+02]
iteration # 21200; log-lik = 233161.595989
[ 2.43193836e+05 5.32378498e+08 2.78847297e+04 6.34021824e+04
3.91055835e+03 3.68869667e+04 3.78432457e+04 1.22813256e+03
4.36916191e+03 5.36673291e+03 1.71563350e+04 4.73671385e+02
3.04088342e+06 6.05976840e+03 2.31218208e-02 5.31949505e+02
3.53263513e+02 1.75649284e+04 1.10039888e+04 1.97878030e+09
2.97105927e+03 4.49263861e+07 9.91051484e-02 2.65660973e-02
7.00875627e+03 5.66194449e+04 6.93056084e+02]
iteration # 21300; log-lik = 233161.596024
[ 2.43270449e+05 5.32720913e+08 2.78887694e+04 6.34052848e+04
3.91018973e+03 3.68838731e+04 3.78455465e+04 1.22801331e+03
4.36895267e+03 5.36723960e+03 1.71559067e+04 4.73698889e+02
3.04166027e+06 6.05920009e+03 2.30956208e-02 5.31606834e+02
3.53039377e+02 1.75644292e+04 1.10043105e+04 1.98153099e+09
2.97113305e+03 4.49887676e+07 9.90910334e-02 2.65609650e-02
7.00961716e+03 5.66107742e+04 6.92959647e+02]
iteration # 21400; log-lik = 233161.596061
[ 2.43329114e+05 5.32525745e+08 2.78899720e+04 6.34044801e+04
3.90994165e+03 3.68834384e+04 3.78601261e+04 1.22843009e+03
4.36815073e+03 5.36862504e+03 1.71550625e+04 4.73700613e+02
3.04032931e+06 6.06007723e+03 2.30989137e-02 5.31424131e+02
3.52984922e+02 1.75640538e+04 1.10025279e+04 1.98115288e+09
2.97110421e+03 4.49798671e+07 9.90948342e-02 2.65614184e-02
7.00985526e+03 5.66124946e+04 6.92972775e+02]
iteration # 21500; log-lik = 233161.596095
[ 2.43288660e+05 5.32835448e+08 2.78904336e+04 6.34028375e+04
3.90950975e+03 3.68791673e+04 3.78490637e+04 1.22774723e+03
4.36759417e+03 5.36960088e+03 1.71541885e+04 4.73690914e+02
3.04234686e+06 6.06001426e+03 2.30795137e-02 5.31377416e+02
3.52913951e+02 1.75633322e+04 1.10022332e+04 1.98339215e+09
2.97132235e+03 4.50325014e+07 9.90805427e-02 2.65572201e-02
7.00985888e+03 5.66111357e+04 6.92970977e+02]
iteration # 21600; log-lik = 233161.596131
[ 2.43376295e+05 5.32605353e+08 2.78952498e+04 6.34098447e+04
3.90967341e+03 3.68809050e+04 3.78518561e+04 1.22794621e+03
4.36729289e+03 5.37006081e+03 1.71536586e+04 4.73749610e+02
3.03975834e+06 6.05829493e+03 2.30852714e-02 5.31192582e+02
3.52803608e+02 1.75626548e+04 1.10013793e+04 1.98359010e+09
2.97120296e+03 4.50327300e+07 9.90801156e-02 2.65569605e-02
7.01087039e+03 5.66055798e+04 6.92873041e+02]
iteration # 21700; log-lik = 233161.596194
[ 2.43379829e+05 5.32081556e+08 2.78949390e+04 6.34099257e+04
3.91026855e+03 3.68855062e+04 3.78387087e+04 1.22800299e+03
4.36720088e+03 5.36990398e+03 1.71506252e+04 4.73787025e+02
3.03706461e+06 6.05887105e+03 2.31295516e-02 5.31250343e+02
3.52940128e+02 1.75627116e+04 1.10019064e+04 1.98028614e+09
2.97178496e+03 4.49622629e+07 9.90971404e-02 2.65605724e-02
7.00984381e+03 5.65930987e+04 6.92726106e+02]
iteration # 21800; log-lik = 233161.596246
[ 2.43413687e+05 5.32832833e+08 2.78933645e+04 6.34040166e+04
3.90958395e+03 3.68780503e+04 3.78452696e+04 1.22783042e+03
4.36768605e+03 5.37030480e+03 1.71533268e+04 4.73614907e+02
3.04080515e+06 6.05937818e+03 2.30720551e-02 5.31041032e+02
3.52790249e+02 1.75634111e+04 1.10024700e+04 1.98530531e+09
2.97188561e+03 4.50814328e+07 9.90650914e-02 2.65543699e-02
7.00871313e+03 5.65936729e+04 6.92732327e+02]
iteration # 21900; log-lik = 233161.596312
[ 2.43377487e+05 5.32713912e+08 2.78950191e+04 6.34040740e+04
3.90960032e+03 3.68797536e+04 3.78618300e+04 1.22837080e+03
4.36783813e+03 5.37055487e+03 1.71524233e+04 4.73626356e+02
3.04035568e+06 6.05852791e+03 2.30812803e-02 5.30994267e+02
3.52781517e+02 1.75644999e+04 1.10032303e+04 1.98392840e+09
2.97204872e+03 4.50490725e+07 9.90778900e-02 2.65566901e-02
7.00900655e+03 5.65839998e+04 6.92604889e+02]
iteration # 22000; log-lik = 233161.596377
[ 2.43307872e+05 5.32152906e+08 2.78965486e+04 6.34092208e+04
3.90999137e+03 3.68848511e+04 3.78765992e+04 1.22870226e+03
4.36818694e+03 5.37089126e+03 1.71527479e+04 4.73598484e+02
3.03787542e+06 6.05704542e+03 2.31235495e-02 5.31103438e+02
3.52922613e+02 1.75654746e+04 1.10035255e+04 1.97999982e+09
2.97258703e+03 4.49601188e+07 9.91070799e-02 2.65632338e-02
7.00866725e+03 5.65650295e+04 6.92351688e+02]
iteration # 22100; log-lik = 233161.596409
[ 2.43289547e+05 5.32128818e+08 2.79002735e+04 6.34130837e+04
3.91000938e+03 3.68841543e+04 3.78899915e+04 1.22924550e+03
4.36856787e+03 5.37026916e+03 1.71506161e+04 4.73626909e+02
3.03761382e+06 6.05499543e+03 2.31179284e-02 5.31035179e+02
3.52955053e+02 1.75663374e+04 1.10043510e+04 1.97982427e+09
2.97271577e+03 4.49560673e+07 9.91113831e-02 2.65635935e-02
7.00835345e+03 5.65608705e+04 6.92287535e+02]
iteration # 22200; log-lik = 233161.596425
[ 2.43265975e+05 5.32310166e+08 2.79014499e+04 6.34131591e+04
3.90965121e+03 3.68815800e+04 3.78985178e+04 1.22931484e+03
4.36855707e+03 5.37077761e+03 1.71504662e+04 4.73579426e+02
3.03882025e+06 6.05457996e+03 2.30975741e-02 5.30956397e+02
3.52879614e+02 1.75663767e+04 1.10040254e+04 1.98172554e+09
2.97272656e+03 4.50004935e+07 9.91029986e-02 2.65615812e-02
7.00801401e+03 5.65556417e+04 6.92223044e+02]
iteration # 22300; log-lik = 233161.596434
[ 2.43262701e+05 5.32151470e+08 2.79030846e+04 6.34147704e+04
3.90970867e+03 3.68827743e+04 3.78926455e+04 1.22911862e+03
4.36847275e+03 5.37125875e+03 1.71518285e+04 4.73572458e+02
3.03766255e+06 6.05378998e+03 2.31071253e-02 5.30923568e+02
3.52869863e+02 1.75663715e+04 1.10031685e+04 1.98168646e+09
2.97290330e+03 4.49996898e+07 9.91044835e-02 2.65619315e-02
7.00782018e+03 5.65485414e+04 6.92133634e+02]
iteration # 22400; log-lik = 233161.596442
[ 2.43241459e+05 5.32690429e+08 2.79028975e+04 6.34146218e+04
3.90926948e+03 3.68776475e+04 3.78983939e+04 1.22926303e+03
4.36882254e+03 5.37069198e+03 1.71510865e+04 4.73510136e+02
3.04117794e+06 6.05414429e+03 2.30675942e-02 5.30964585e+02
3.52872262e+02 1.75670451e+04 1.10040333e+04 1.98419378e+09
2.97299625e+03 4.50592383e+07 9.90934498e-02 2.65599137e-02
7.00759800e+03 5.65499053e+04 6.92162266e+02]
iteration # 22500; log-lik = 233161.596448
[ 2.43254782e+05 5.32908022e+08 2.79028868e+04 6.34153026e+04
3.90903067e+03 3.68760532e+04 3.78936955e+04 1.22919539e+03
4.36888824e+03 5.37088069e+03 1.71511797e+04 4.73498664e+02
3.04231222e+06 6.05422465e+03 2.30534402e-02 5.30948124e+02
3.52833585e+02 1.75671842e+04 1.10040747e+04 1.98549088e+09
2.97297347e+03 4.50907256e+07 9.90877306e-02 2.65585313e-02
7.00736788e+03 5.65489663e+04 6.92156494e+02]
iteration # 22600; log-lik = 233161.596451
[ 2.43251895e+05 5.32861888e+08 2.79031685e+04 6.34150685e+04
3.90907454e+03 3.68762381e+04 3.78932302e+04 1.22909004e+03
4.36886256e+03 5.37079484e+03 1.71506834e+04 4.73481693e+02
3.04215379e+06 6.05428059e+03 2.30563183e-02 5.31001358e+02
3.52863563e+02 1.75672312e+04 1.10038319e+04 1.98531425e+09
2.97292836e+03 4.50869200e+07 9.90883177e-02 2.65589895e-02
7.00723812e+03 5.65490392e+04 6.92157120e+02]
iteration # 22700; log-lik = 233161.596453
[ 2.43260486e+05 5.33030460e+08 2.79036129e+04 6.34157739e+04
3.90894146e+03 3.68751081e+04 3.78903953e+04 1.22894048e+03
4.36897108e+03 5.37064403e+03 1.71502929e+04 4.73479799e+02
3.04299580e+06 6.05419230e+03 2.30486427e-02 5.31002632e+02
3.52866539e+02 1.75676373e+04 1.10041013e+04 1.98594303e+09
2.97291854e+03 4.51018549e+07 9.90862039e-02 2.65584293e-02
7.00729046e+03 5.65473909e+04 6.92141188e+02]
iteration # 22800; log-lik = 233161.596455
[ 2.43265885e+05 5.32909428e+08 2.79030867e+04 6.34157156e+04
3.90912150e+03 3.68765781e+04 3.78894459e+04 1.22892446e+03
4.36905377e+03 5.37034162e+03 1.71502489e+04 4.73464468e+02
3.04237648e+06 6.05452364e+03 2.30564867e-02 5.31048834e+02
3.52885510e+02 1.75674454e+04 1.10040324e+04 1.98551999e+09
2.97282953e+03 4.50928452e+07 9.90875250e-02 2.65592183e-02
7.00709305e+03 5.65460277e+04 6.92120734e+02]
iteration # 22900; log-lik = 233161.596456
[ 2.43276790e+05 5.32908101e+08 2.79029632e+04 6.34153657e+04
3.90917395e+03 3.68769552e+04 3.78876300e+04 1.22888696e+03
4.36907186e+03 5.37021338e+03 1.71499062e+04 4.73464887e+02
3.04221595e+06 6.05448479e+03 2.30584052e-02 5.31054769e+02
3.52892325e+02 1.75675024e+04 1.10041110e+04 1.98542111e+09
2.97285917e+03 4.50905410e+07 9.90879001e-02 2.65593740e-02
7.00726263e+03 5.65451140e+04 6.92110517e+02]
iteration # 23000; log-lik = 233161.596458
[ 2.43271083e+05 5.33018083e+08 2.79028679e+04 6.34153526e+04
3.90911016e+03 3.68758216e+04 3.78854923e+04 1.22872004e+03
4.36910052e+03 5.36997081e+03 1.71498599e+04 4.73450273e+02
3.04288694e+06 6.05441883e+03 2.30529809e-02 5.31080925e+02
3.52929143e+02 1.75676746e+04 1.10043331e+04 1.98581121e+09
2.97284064e+03 4.50999656e+07 9.90855030e-02 2.65589149e-02
7.00714629e+03 5.65465013e+04 6.92130534e+02]
iteration # 23100; log-lik = 233161.596460
[ 2.43279200e+05 5.33169612e+08 2.79031056e+04 6.34160603e+04
3.90899696e+03 3.68745600e+04 3.78817716e+04 1.22862615e+03
4.36913017e+03 5.36984547e+03 1.71496507e+04 4.73443052e+02
3.04360400e+06 6.05423749e+03 2.30425894e-02 5.31065436e+02
3.52921015e+02 1.75677084e+04 1.10044263e+04 1.98688125e+09
2.97282262e+03 4.51245887e+07 9.90800657e-02 2.65578454e-02
7.00718153e+03 5.65452295e+04 6.92115076e+02]
iteration # 23200; log-lik = 233161.596462
[ 2.43274719e+05 5.33242029e+08 2.79029431e+04 6.34162644e+04
3.90890941e+03 3.68736053e+04 3.78792512e+04 1.22852850e+03
4.36903327e+03 5.36975266e+03 1.71495690e+04 4.73439785e+02
3.04411551e+06 6.05431554e+03 2.30365364e-02 5.31107069e+02
3.52930669e+02 1.75677807e+04 1.10041732e+04 1.98740353e+09
2.97279163e+03 4.51366259e+07 9.90768592e-02 2.65573898e-02
7.00694038e+03 5.65485823e+04 6.92154767e+02]
iteration # 23300; log-lik = 233161.596465
[ 2.43276884e+05 5.33371292e+08 2.79030448e+04 6.34167470e+04
3.90883802e+03 3.68724710e+04 3.78788406e+04 1.22852418e+03
4.36905312e+03 5.36949088e+03 1.71493486e+04 4.73435808e+02
3.04478662e+06 6.05425978e+03 2.30284362e-02 5.31116960e+02
3.52947770e+02 1.75678764e+04 1.10044845e+04 1.98787147e+09
2.97274222e+03 4.51475430e+07 9.90743111e-02 2.65568256e-02
7.00695276e+03 5.65513465e+04 6.92186424e+02]
iteration # 23400; log-lik = 233161.596470
[ 2.43276350e+05 5.33298356e+08 2.79026834e+04 6.34158077e+04
3.90891775e+03 3.68727115e+04 3.78817117e+04 1.22872812e+03
4.36895741e+03 5.36929286e+03 1.71486782e+04 4.73424965e+02
3.04453749e+06 6.05478101e+03 2.30284890e-02 5.31106600e+02
3.52951319e+02 1.75673477e+04 1.10044569e+04 1.98787442e+09
2.97286998e+03 4.51507014e+07 9.90731644e-02 2.65569104e-02
7.00656414e+03 5.65502544e+04 6.92180493e+02]
iteration # 23500; log-lik = 233161.596476
[ 2.43279945e+05 5.33599632e+08 2.79036753e+04 6.34152197e+04
3.90862533e+03 3.68690415e+04 3.78829981e+04 1.22878927e+03
4.36886173e+03 5.36878727e+03 1.71483076e+04 4.73387926e+02
3.04627715e+06 6.05505325e+03 2.29976027e-02 5.31047435e+02
3.52919226e+02 1.75670569e+04 1.10042958e+04 1.99069627e+09
2.97279801e+03 4.52172424e+07 9.90567555e-02 2.65540310e-02
7.00598157e+03 5.65522868e+04 6.92212333e+02]
iteration # 23600; log-lik = 233161.596494
[ 2.43309401e+05 5.33741279e+08 2.79055127e+04 6.34166897e+04
3.90869031e+03 3.68683976e+04 3.78755907e+04 1.22867884e+03
4.36914332e+03 5.36818051e+03 1.71483964e+04 4.73359061e+02
3.04676764e+06 6.05458589e+03 2.29931089e-02 5.31032614e+02
3.52953777e+02 1.75670765e+04 1.10052679e+04 1.99077203e+09
2.97303192e+03 4.52219405e+07 9.90566354e-02 2.65529985e-02
7.00606522e+03 5.65523425e+04 6.92207300e+02]
iteration # 23700; log-lik = 233161.596527
[ 2.43352479e+05 5.33902650e+08 2.79109671e+04 6.34239671e+04
3.90861012e+03 3.68672938e+04 3.78539799e+04 1.22884660e+03
4.36866530e+03 5.36784481e+03 1.71488770e+04 4.73393884e+02
3.04696435e+06 6.05332288e+03 2.29851991e-02 5.30969281e+02
3.52976832e+02 1.75671896e+04 1.10057830e+04 1.99100658e+09
2.97379874e+03 4.52281794e+07 9.90604323e-02 2.65510419e-02
7.00594947e+03 5.65575859e+04 6.92241209e+02]
iteration # 23800; log-lik = 233161.596581
[ 2.43309560e+05 5.33473441e+08 2.79112270e+04 6.34238624e+04
3.90853313e+03 3.68668684e+04 3.78656717e+04 1.22904822e+03
4.36784327e+03 5.36916756e+03 1.71489363e+04 4.73412773e+02
3.04471279e+06 6.05232929e+03 2.29901042e-02 5.30845882e+02
3.52924640e+02 1.75654348e+04 1.10034979e+04 1.99140877e+09
2.97349046e+03 4.52333983e+07 9.90536299e-02 2.65493202e-02
7.00511253e+03 5.65650886e+04 6.92322346e+02]
iteration # 23900; log-lik = 233161.596754
[ 2.43212810e+05 5.34167379e+08 2.79111122e+04 6.34243261e+04
3.90758018e+03 3.68569990e+04 3.78632734e+04 1.22870200e+03
4.36728248e+03 5.36969049e+03 1.71497675e+04 4.73383400e+02
3.04971933e+06 6.05124155e+03 2.29330874e-02 5.30647612e+02
3.52752558e+02 1.75658297e+04 1.10039235e+04 1.99648089e+09
2.97366946e+03 4.53451498e+07 9.90255077e-02 2.65394814e-02
7.00432113e+03 5.65741875e+04 6.92386257e+02]
iteration # 24000; log-lik = 233161.597155
[ 2.42798103e+05 5.35079937e+08 2.78989120e+04 6.34063232e+04
3.90783171e+03 3.68555409e+04 3.78052174e+04 1.22439727e+03
4.36879309e+03 5.36607237e+03 1.71527784e+04 4.73438447e+02
3.05976909e+06 6.05324486e+03 2.29351567e-02 5.30911726e+02
3.52425339e+02 1.75679764e+04 1.10096211e+04 2.00147833e+09
2.97250170e+03 4.54517453e+07 9.89856321e-02 2.65265778e-02
7.00665029e+03 5.65332195e+04 6.91874317e+02]
iteration # 24100; log-lik = 233161.597437
[ 2.42923036e+05 5.35324538e+08 2.79066313e+04 6.34157438e+04
3.90702790e+03 3.68548128e+04 3.78191415e+04 1.22636310e+03
4.36741665e+03 5.36778984e+03 1.71464161e+04 4.73733299e+02
3.05833899e+06 6.04990948e+03 2.28979152e-02 5.30733566e+02
3.52122017e+02 1.75685410e+04 1.10084986e+04 2.00305682e+09
2.97246204e+03 4.54765624e+07 9.89873281e-02 2.65263692e-02
7.00783639e+03 5.65510086e+04 6.92087105e+02]
iteration # 24200; log-lik = 233161.597850
[ 2.42825552e+05 5.36393295e+08 2.79024529e+04 6.34166182e+04
3.90626909e+03 3.68447732e+04 3.77808140e+04 1.22431430e+03
4.36682405e+03 5.36611690e+03 1.71381224e+04 4.73667189e+02
3.06617964e+06 6.05019659e+03 2.28372621e-02 5.31230619e+02
3.52160038e+02 1.75695438e+04 1.10104323e+04 2.01023119e+09
2.97216439e+03 4.56476587e+07 9.89429352e-02 2.65194818e-02
7.00570433e+03 5.65381712e+04 6.91983569e+02]
iteration # 24300; log-lik = 233161.598297
[ 2.42840645e+05 5.37398667e+08 2.79046543e+04 6.34174234e+04
3.90563006e+03 3.68345955e+04 3.77525169e+04 1.22375073e+03
4.36670958e+03 5.36525537e+03 1.71383384e+04 4.73666946e+02
3.07241176e+06 6.05203285e+03 2.28036819e-02 5.31262538e+02
3.52512027e+02 1.75725140e+04 1.10147917e+04 2.01071123e+09
2.97265022e+03 4.56616076e+07 9.89438386e-02 2.65186863e-02
7.00499880e+03 5.65467966e+04 6.92165252e+02]
iteration # 24400; log-lik = 233161.599366
[ 2.42661534e+05 5.38514912e+08 2.79152141e+04 6.34251346e+04
3.90633397e+03 3.68346094e+04 3.76827364e+04 1.22213756e+03
4.36787355e+03 5.36091726e+03 1.71288104e+04 4.74322974e+02
3.07948784e+06 6.05007466e+03 2.28259039e-02 5.31384397e+02
3.52429151e+02 1.75766704e+04 1.10299212e+04 2.00785652e+09
2.97221017e+03 4.55822052e+07 9.89637490e-02 2.65167046e-02
7.01107200e+03 5.64970557e+04 6.91734612e+02]
iteration # 24500; log-lik = 233161.600510
[ 2.43024671e+05 5.40065008e+08 2.79316095e+04 6.34357950e+04
3.90460827e+03 3.68218389e+04 3.76467426e+04 1.22005925e+03
4.36831568e+03 5.36374785e+03 1.71286501e+04 4.74756857e+02
3.08311717e+06 6.04916406e+03 2.27960093e-02 5.31421741e+02
3.52603821e+02 1.75857496e+04 1.10321237e+04 2.00707008e+09
2.96947830e+03 4.55406184e+07 9.89737321e-02 2.65229032e-02
7.01420891e+03 5.65264590e+04 6.92281479e+02]
iteration # 24600; log-lik = 233161.602574
[ 2.43228414e+05 5.43303044e+08 2.79133990e+04 6.33917665e+04
3.90120066e+03 3.67944934e+04 3.75740175e+04 1.21418998e+03
4.36747459e+03 5.37045642e+03 1.71324891e+04 4.75247877e+02
3.10164076e+06 6.06214731e+03 2.27437561e-02 5.30462131e+02
3.51677046e+02 1.75956398e+04 1.10403910e+04 2.01124738e+09
2.96798365e+03 4.56118445e+07 9.89242616e-02 2.65004934e-02
7.02064620e+03 5.65488501e+04 6.92696077e+02]
iteration # 24700; log-lik = 233161.606030
[ 2.44150899e+05 5.39764522e+08 2.79330126e+04 6.33960376e+04
3.90344952e+03 3.68327577e+04 3.75760690e+04 1.21373482e+03
4.36809697e+03 5.38336135e+03 1.71399187e+04 4.76479466e+02
3.07436333e+06 6.06125800e+03 2.31770164e-02 5.29242319e+02
3.50976561e+02 1.76002943e+04 1.10532285e+04 1.96394496e+09
2.97062135e+03 4.45302632e+07 9.91788164e-02 2.65312417e-02
7.03412429e+03 5.65334997e+04 6.92756117e+02]
iteration # 24800; log-lik = 233161.607883
[ 2.44254818e+05 5.39096296e+08 2.79415752e+04 6.34026764e+04
3.90312953e+03 3.68320594e+04 3.75840296e+04 1.21234043e+03
4.36533557e+03 5.38663394e+03 1.71482687e+04 4.76909305e+02
3.06971372e+06 6.06187907e+03 2.32272099e-02 5.28147582e+02
3.50244254e+02 1.75989845e+04 1.10536518e+04 1.96318353e+09
2.97043165e+03 4.45117887e+07 9.91775840e-02 2.65235479e-02
7.03682150e+03 5.64898352e+04 6.92378715e+02]
iteration # 24900; log-lik = 233161.609842
[ 2.44519556e+05 5.40288150e+08 2.79527949e+04 6.34062337e+04
3.90050020e+03 3.68165476e+04 3.76333938e+04 1.21104740e+03
4.36452682e+03 5.39101411e+03 1.71568940e+04 4.77095203e+02
3.07190453e+06 6.05863512e+03 2.31272665e-02 5.26596977e+02
3.49250083e+02 1.76029227e+04 1.10507891e+04 1.97669721e+09
2.96790181e+03 4.47973520e+07 9.91065077e-02 2.65084839e-02
7.04027087e+03 5.64418402e+04 6.91827778e+02]
iteration # 25000; log-lik = 233161.612442
[ 2.44553108e+05 5.40143649e+08 2.79528319e+04 6.33838150e+04
3.90150530e+03 3.68170240e+04 3.76326991e+04 1.20816822e+03
4.36857823e+03 5.38677760e+03 1.71555496e+04 4.76531518e+02
3.06995583e+06 6.05575336e+03 2.31529473e-02 5.25739939e+02
3.49076349e+02 1.76028708e+04 1.10533459e+04 1.98307656e+09
2.96874972e+03 4.49502628e+07 9.90530110e-02 2.64961448e-02
7.04197516e+03 5.63333464e+04 6.90297897e+02]
iteration # 25100; log-lik = 233161.616417
[ 2.44543937e+05 5.41981920e+08 2.79561197e+04 6.33986633e+04
3.89836811e+03 3.67973192e+04 3.76869022e+04 1.20997240e+03
4.36860412e+03 5.38655436e+03 1.71380105e+04 4.76748197e+02
3.08133101e+06 6.05442928e+03 2.30858136e-02 5.25527267e+02
3.48884814e+02 1.76103961e+04 1.10611790e+04 1.98072223e+09
2.97372849e+03 4.49317744e+07 9.91065078e-02 2.64937324e-02
7.04102251e+03 5.63062326e+04 6.89903356e+02]
iteration # 25200; log-lik = 233161.628056
[ 2.45919400e+05 5.34010530e+08 2.80166130e+04 6.34872845e+04
3.90497827e+03 3.68554673e+04 3.75418323e+04 1.20452510e+03
4.36833667e+03 5.38348728e+03 1.70922516e+04 4.77301087e+02
3.01685794e+06 6.02493671e+03 2.39738874e-02 5.25548573e+02
3.50725042e+02 1.76294861e+04 1.10744988e+04 1.91216353e+09
2.97892277e+03 4.33254121e+07 9.95580620e-02 2.65428466e-02
7.06214175e+03 5.60527340e+04 6.86426240e+02]
iteration # 25300; log-lik = 233161.634137
[ 2.45604197e+05 5.31481041e+08 2.79810140e+04 6.34474369e+04
3.90900993e+03 3.68628527e+04 3.76637702e+04 1.20891057e+03
4.36976473e+03 5.36435842e+03 1.70656997e+04 4.76282356e+02
3.00524750e+06 6.03307862e+03 2.38909279e-02 5.28222377e+02
3.52018868e+02 1.76268316e+04 1.10562728e+04 1.92678656e+09
2.97087781e+03 4.36403037e+07 9.94175076e-02 2.65585857e-02
7.04832238e+03 5.61150711e+04 6.87154664e+02]
iteration # 25400; log-lik = 233161.643240
[ 2.46861427e+05 5.37631270e+08 2.79691144e+04 6.34122800e+04
3.90377843e+03 3.68044309e+04 3.78474019e+04 1.21872004e+03
4.37025422e+03 5.35767907e+03 1.70109954e+04 4.77108609e+02
3.02425795e+06 6.04246943e+03 2.34628929e-02 5.24624632e+02
3.49308348e+02 1.76407065e+04 1.10855284e+04 1.95517150e+09
2.96920828e+03 4.42456500e+07 9.92427402e-02 2.65074264e-02
7.06114037e+03 5.60556470e+04 6.86500791e+02]
iteration # 25500; log-lik = 233161.648649
[ 2.46984696e+05 5.38046020e+08 2.79449058e+04 6.33942704e+04
3.90414933e+03 3.68009895e+04 3.78704505e+04 1.22265581e+03
4.37673806e+03 5.34963338e+03 1.70165009e+04 4.77041359e+02
3.02926152e+06 6.05744653e+03 2.34832294e-02 5.24360671e+02
3.49282682e+02 1.76514240e+04 1.10971462e+04 1.94996258e+09
2.96705562e+03 4.41381896e+07 9.92712711e-02 2.65066828e-02
7.05579227e+03 5.60627123e+04 6.86357447e+02]
iteration # 25600; log-lik = 233161.653461
[ 2.47126191e+05 5.23486897e+08 2.79393799e+04 6.34405356e+04
3.91483541e+03 3.69320225e+04 3.81305781e+04 1.23892125e+03
4.37402917e+03 5.35951037e+03 1.69979442e+04 4.78997583e+02
2.94775980e+06 6.05477536e+03 2.44689715e-02 5.24681336e+02
3.48655924e+02 1.76429931e+04 1.10998121e+04 1.86676895e+09
2.96888121e+03 4.22281158e+07 9.97924251e-02 2.66070084e-02
7.06490279e+03 5.58902768e+04 6.84542115e+02]
iteration # 25700; log-lik = 233161.655629
[ 2.47405476e+05 5.20650309e+08 2.79548736e+04 6.34573684e+04
3.91658236e+03 3.69494371e+04 3.81705092e+04 1.24249558e+03
4.37652395e+03 5.36051665e+03 1.70149124e+04 4.78286055e+02
2.92717861e+06 6.04642049e+03 2.45508980e-02 5.24470634e+02
3.49039630e+02 1.76420814e+04 1.10869245e+04 1.86417461e+09
2.97029930e+03 4.21849121e+07 9.98134105e-02 2.66219096e-02
7.05529397e+03 5.58704555e+04 6.84058754e+02]
iteration # 25800; log-lik = 233161.658822
[ 2.46611999e+05 5.20831687e+08 2.79472438e+04 6.34722009e+04
3.91760125e+03 3.69554846e+04 3.81428492e+04 1.24298734e+03
4.38120126e+03 5.34940578e+03 1.70183576e+04 4.78527293e+02
2.93833944e+06 6.04813227e+03 2.45769965e-02 5.25911005e+02
3.49520608e+02 1.76521715e+04 1.10989037e+04 1.86358524e+09
2.96735017e+03 4.21466792e+07 9.98458919e-02 2.66354032e-02
7.05327422e+03 5.58006693e+04 6.83145174e+02]
iteration # 25900; log-lik = 233161.662348
[ 2.46874348e+05 5.19354699e+08 2.79553059e+04 6.34624671e+04
3.91700976e+03 3.69663669e+04 3.81124229e+04 1.24109541e+03
4.38343245e+03 5.35556258e+03 1.70351650e+04 4.78773444e+02
2.92665988e+06 6.04299715e+03 2.46719416e-02 5.24905334e+02
3.48378998e+02 1.76579495e+04 1.10904031e+04 1.86769788e+09
2.96212446e+03 4.21639778e+07 9.98134794e-02 2.66299338e-02
7.05890546e+03 5.57510169e+04 6.82234658e+02]
iteration # 26000; log-lik = 233161.664996
[ 2.46852476e+05 5.18880649e+08 2.79616083e+04 6.34758331e+04
3.91664149e+03 3.69670177e+04 3.81771567e+04 1.24372400e+03
4.38590318e+03 5.35252668e+03 1.70346249e+04 4.78422280e+02
2.92554847e+06 6.04082049e+03 2.46725786e-02 5.25502186e+02
3.48822810e+02 1.76628289e+04 1.10902884e+04 1.86527346e+09
2.96214028e+03 4.21123717e+07 9.98568510e-02 2.66454230e-02
7.05594557e+03 5.57209621e+04 6.81800016e+02]
iteration # 26100; log-lik = 233161.670132
[ 2.46483852e+05 5.23812020e+08 2.79817821e+04 6.35084989e+04
3.91268141e+03 3.69184879e+04 3.81287490e+04 1.24084785e+03
4.39431402e+03 5.34871734e+03 1.70426923e+04 4.77915963e+02
2.95939483e+06 6.03625837e+03 2.45597528e-02 5.26589483e+02
3.50445962e+02 1.76817647e+04 1.11172240e+04 1.85327248e+09
2.96925707e+03 4.18607044e+07 9.99983649e-02 2.66489911e-02
7.05869663e+03 5.57382225e+04 6.81916174e+02]
iteration # 26200; log-lik = 233161.677561
[ 2.45757876e+05 5.36984558e+08 2.79789198e+04 6.34749583e+04
3.90355224e+03 3.67940509e+04 3.82653266e+04 1.24368419e+03
4.41474545e+03 5.31947029e+03 1.70346180e+04 4.76805218e+02
3.04219776e+06 6.04048279e+03 2.37240791e-02 5.27167038e+02
3.50419521e+02 1.77212063e+04 1.11657793e+04 1.89836776e+09
2.96895851e+03 4.28567720e+07 9.97744262e-02 2.65991698e-02
7.05795220e+03 5.57175940e+04 6.81422621e+02]
iteration # 26300; log-lik = 233161.684870
[ 2.46380767e+05 5.37963975e+08 2.80477578e+04 6.35138889e+04
3.89824183e+03 3.67389232e+04 3.85828830e+04 1.25267112e+03
4.41863873e+03 5.32683617e+03 1.70600424e+04 4.75765574e+02
3.04150732e+06 6.02864477e+03 2.34588302e-02 5.25306216e+02
3.50106389e+02 1.77198042e+04 1.11660369e+04 1.89841242e+09
2.97495824e+03 4.28628907e+07 9.97995499e-02 2.65936669e-02
7.05357822e+03 5.58097203e+04 6.82450950e+02]
iteration # 26400; log-lik = 233161.688542
[ 2.46367056e+05 5.40150464e+08 2.80580934e+04 6.34901556e+04
3.89421253e+03 3.66937671e+04 3.87257326e+04 1.25844147e+03
4.41631450e+03 5.32709653e+03 1.70448900e+04 4.76092805e+02
3.05564099e+06 6.04005464e+03 2.31466665e-02 5.24284154e+02
3.48748426e+02 1.77136717e+04 1.11681423e+04 1.91783072e+09
2.97419133e+03 4.33052194e+07 9.96485182e-02 2.65648562e-02
7.04652846e+03 5.58907260e+04 6.83632499e+02]
iteration # 26500; log-lik = 233161.690343
[ 2.46713905e+05 5.41505081e+08 2.80601137e+04 6.34805538e+04
3.89213093e+03 3.66605899e+04 3.88074530e+04 1.25943951e+03
4.41481209e+03 5.32666302e+03 1.70418737e+04 4.75441668e+02
3.06041698e+06 6.04261749e+03 2.29398292e-02 5.24106310e+02
3.48792893e+02 1.77099346e+04 1.11621739e+04 1.93235870e+09
2.97299659e+03 4.36312136e+07 9.95307576e-02 2.65489942e-02
7.04148922e+03 5.59790511e+04 6.84720054e+02]
iteration # 26600; log-lik = 233161.695339
[ 2.46177966e+05 5.41423553e+08 2.80661228e+04 6.35177304e+04
3.88863835e+03 3.66117045e+04 3.88642045e+04 1.25895708e+03
4.41466616e+03 5.32943341e+03 1.70376308e+04 4.74600724e+02
3.07243525e+06 6.05336057e+03 2.28945668e-02 5.25585014e+02
3.49965622e+02 1.77053603e+04 1.11628056e+04 1.92827687e+09
2.97623666e+03 4.35852755e+07 9.95743866e-02 2.65515350e-02
7.02771109e+03 5.59637371e+04 6.84764608e+02]
iteration # 26700; log-lik = 233161.702117
[ 2.46494305e+05 5.45267543e+08 2.80448191e+04 6.35169747e+04
3.88279397e+03 3.65433745e+04 3.88200557e+04 1.25269891e+03
4.41996684e+03 5.34047618e+03 1.70458718e+04 4.73838986e+02
3.09184699e+06 6.06021042e+03 2.26762485e-02 5.24592903e+02
3.49252907e+02 1.77062875e+04 1.11661326e+04 1.95265198e+09
2.97482729e+03 4.41507838e+07 9.94112465e-02 2.65138897e-02
7.02536490e+03 5.58675607e+04 6.83801052e+02]
iteration # 26800; log-lik = 233161.710822
[ 2.46659726e+05 5.37832834e+08 2.79870874e+04 6.35021456e+04
3.88700544e+03 3.65930212e+04 3.87030405e+04 1.24575570e+03
4.41580027e+03 5.34871048e+03 1.70339851e+04 4.73341524e+02
3.05576635e+06 6.07494407e+03 2.31563430e-02 5.26849422e+02
3.48425982e+02 1.76883471e+04 1.11412376e+04 1.93394011e+09
2.97675081e+03 4.37443202e+07 9.94718430e-02 2.65323128e-02
7.02655426e+03 5.57180543e+04 6.81852896e+02]
iteration # 26900; log-lik = 233161.714824
[ 2.45926702e+05 5.30489220e+08 2.79663828e+04 6.35140957e+04
3.89464833e+03 3.66454954e+04 3.87376236e+04 1.24917551e+03
4.41934399e+03 5.34468652e+03 1.70526523e+04 4.73154153e+02
3.02167560e+06 6.07438124e+03 2.35892497e-02 5.28152195e+02
3.48645162e+02 1.76794459e+04 1.11410116e+04 1.90637683e+09
2.98097135e+03 4.31111179e+07 9.96194024e-02 2.65696488e-02
7.02634499e+03 5.55509719e+04 6.79838480e+02]
iteration # 27000; log-lik = 233161.725633
[ 2.46151078e+05 5.42663519e+08 2.79367896e+04 6.35507950e+04
3.88400467e+03 3.65253815e+04 3.84309814e+04 1.23929579e+03
4.41658936e+03 5.34305793e+03 1.70106650e+04 4.72557286e+02
3.09410095e+06 6.07568406e+03 2.30347010e-02 5.31130747e+02
3.50636616e+02 1.76887610e+04 1.11600534e+04 1.92796086e+09
2.99047211e+03 4.36698097e+07 9.95211382e-02 2.65225612e-02
7.02649937e+03 5.58000045e+04 6.82603183e+02]
iteration # 27100; log-lik = 233161.738824
[ 2.46509932e+05 5.56251562e+08 2.79591380e+04 6.35387608e+04
3.86997608e+03 3.63756411e+04 3.81779973e+04 1.22760250e+03
4.41442353e+03 5.33423040e+03 1.69871604e+04 4.72914367e+02
3.16745135e+06 6.08092160e+03 2.21434611e-02 5.29241822e+02
3.47678535e+02 1.76980418e+04 1.11754421e+04 2.02508542e+09
2.98415144e+03 4.58384811e+07 9.89337052e-02 2.64012855e-02
7.02870098e+03 5.57080301e+04 6.81621145e+02]
iteration # 27200; log-lik = 233161.780236
[ 2.45301528e+05 5.68730535e+08 2.79277032e+04 6.36425065e+04
3.85022006e+03 3.62537859e+04 3.77486567e+04 1.21692453e+03
4.40664949e+03 5.35602426e+03 1.69743827e+04 4.77054694e+02
3.25740380e+06 6.08339185e+03 2.21691878e-02 5.31155448e+02
3.48249566e+02 1.77534552e+04 1.12366768e+04 1.99582984e+09
2.99428992e+03 4.50767670e+07 9.93468305e-02 2.64220361e-02
7.07155791e+03 5.55045988e+04 6.79667332e+02]
iteration # 27300; log-lik = 233161.807428
[ 2.45277008e+05 5.82557498e+08 2.79411769e+04 6.37982809e+04
3.82703834e+03 3.60430119e+04 3.79930036e+04 1.22977816e+03
4.41162467e+03 5.36311663e+03 1.69506744e+04 4.77828171e+02
3.34331806e+06 6.06934512e+03 2.16084214e-02 5.30655424e+02
3.48397780e+02 1.77925184e+04 1.13084038e+04 1.99355155e+09
3.01300235e+03 4.49929251e+07 9.95962211e-02 2.64095076e-02
7.09804964e+03 5.53472246e+04 6.77564394e+02]
iteration # 27400; log-lik = 233161.848788
[ 2.43297537e+05 5.85117302e+08 2.78781094e+04 6.38825751e+04
3.82684781e+03 3.59462414e+04 3.82182415e+04 1.24819077e+03
4.42339613e+03 5.31719467e+03 1.69735314e+04 4.76292511e+02
3.38456278e+06 6.04291795e+03 2.12432546e-02 5.39027135e+02
3.54742930e+02 1.78199365e+04 1.13510546e+04 1.98750237e+09
3.02179191e+03 4.49023019e+07 9.96931292e-02 2.64950041e-02
7.07794001e+03 5.54314268e+04 6.78990839e+02]
iteration # 27500; log-lik = 233161.884271
[ 2.42899088e+05 5.88628736e+08 2.78283884e+04 6.38437256e+04
3.81706862e+03 3.58342028e+04 3.84049909e+04 1.24415007e+03
4.43318015e+03 5.31300824e+03 1.70127829e+04 4.76075951e+02
3.41429039e+06 6.03425635e+03 2.08796610e-02 5.40355998e+02
3.54443637e+02 1.78461477e+04 1.13492479e+04 2.03140756e+09
3.00330022e+03 4.58058266e+07 9.93999777e-02 2.64814847e-02
7.07728482e+03 5.53901418e+04 6.78977500e+02]
iteration # 27600; log-lik = 233161.914643
[ 2.41505911e+05 6.06225562e+08 2.78735626e+04 6.39199719e+04
3.79754772e+03 3.56158955e+04 3.80270259e+04 1.23164222e+03
4.42853470e+03 5.29812931e+03 1.70281213e+04 4.74921234e+02
3.53185273e+06 6.01505273e+03 1.98315523e-02 5.40248112e+02
3.55763207e+02 1.78550676e+04 1.13564213e+04 2.15870760e+09
2.99978551e+03 4.86453618e+07 9.88175344e-02 2.63595297e-02
7.07191451e+03 5.52875835e+04 6.77445995e+02]
iteration # 27700; log-lik = 233161.955043
[ 2.43144669e+05 6.17335294e+08 2.79099996e+04 6.40085770e+04
3.77658467e+03 3.53773520e+04 3.82730366e+04 1.23608245e+03
4.42505875e+03 5.30196982e+03 1.70166110e+04 4.72200902e+02
3.58810819e+06 6.01244800e+03 1.88658153e-02 5.37722111e+02
3.55360685e+02 1.78329380e+04 1.13447949e+04 2.25939198e+09
3.00330120e+03 5.11524944e+07 9.83198654e-02 2.62543609e-02
7.04720885e+03 5.52979848e+04 6.77932392e+02]
iteration # 27800; log-lik = 233161.998782
[ 2.42752959e+05 6.19210284e+08 2.78855760e+04 6.40026430e+04
3.77188377e+03 3.52748438e+04 3.85737957e+04 1.25511780e+03
4.44631917e+03 5.25087381e+03 1.70373151e+04 4.70367172e+02
3.60566485e+06 6.00646038e+03 1.84355395e-02 5.37450625e+02
3.57704425e+02 1.78587554e+04 1.13612813e+04 2.32988423e+09
2.99268973e+03 5.27791524e+07 9.80422650e-02 2.62590414e-02
7.03220079e+03 5.49638361e+04 6.73474341e+02]
iteration # 27900; log-lik = 233162.102011
[ 2.42751802e+05 6.79053065e+08 2.78840324e+04 6.39775678e+04
3.70388086e+03 3.44291660e+04 3.83729957e+04 1.24525941e+03
4.43768821e+03 5.18836800e+03 1.69518039e+04 4.69643492e+02
3.95333464e+06 6.00896361e+03 1.55103627e-02 5.38113508e+02
3.57604015e+02 1.78916816e+04 1.14256808e+04 2.76209374e+09
2.97663515e+03 6.24536003e+07 9.61263419e-02 2.59056405e-02
7.05134044e+03 5.50055893e+04 6.76157680e+02]
iteration # 28000; log-lik = 233162.192805
[ 2.44065753e+05 6.47243905e+08 2.79852525e+04 6.40236811e+04
3.70695819e+03 3.44026076e+04 3.87351844e+04 1.27787433e+03
4.41530823e+03 5.20649203e+03 1.69731393e+04 4.69115172e+02
3.72222612e+06 5.94455285e+03 1.59220585e-02 5.34001566e+02
3.58541760e+02 1.77659060e+04 1.13087809e+04 2.70456368e+09
2.98981050e+03 6.09790169e+07 9.62850467e-02 2.58898319e-02
7.09964536e+03 5.53475326e+04 6.78885371e+02]
iteration # 28100; log-lik = 233162.284633
[ 2.44972106e+05 6.67124328e+08 2.80549563e+04 6.40330805e+04
3.66284819e+03 3.39191378e+04 3.78317791e+04 1.25051644e+03
4.43551723e+03 5.20643202e+03 1.69612535e+04 4.74043520e+02
3.84027579e+06 5.95657100e+03 1.57913216e-02 5.30589336e+02
3.57975038e+02 1.78390184e+04 1.14160131e+04 2.74061511e+09
2.99172254e+03 6.13451777e+07 9.61877384e-02 2.57629825e-02
7.18713505e+03 5.47115093e+04 6.70705621e+02]
iteration # 28200; log-lik = 233162.354596
[ 2.45931785e+05 6.62568948e+08 2.80277665e+04 6.39201677e+04
3.66084440e+03 3.39435965e+04 3.76047807e+04 1.23313647e+03
4.43759970e+03 5.23752108e+03 1.68739371e+04 4.77342192e+02
3.82650083e+06 6.01631695e+03 1.63616717e-02 5.30971065e+02
3.57029834e+02 1.78451664e+04 1.14223458e+04 2.63691070e+09
2.97873500e+03 5.89506265e+07 9.64248398e-02 2.57868972e-02
7.18660616e+03 5.49675374e+04 6.73161309e+02]
iteration # 28300; log-lik = 233162.406256
[ 2.46827393e+05 6.28327314e+08 2.79627791e+04 6.38431314e+04
3.67077388e+03 3.40102048e+04 3.74508025e+04 1.23703694e+03
4.42270441e+03 5.24199294e+03 1.69070234e+04 4.79021487e+02
3.64745067e+06 6.06081446e+03 1.76062499e-02 5.33509444e+02
3.60026329e+02 1.77781451e+04 1.13624109e+04 2.48089849e+09
2.98065019e+03 5.54127110e+07 9.68826140e-02 2.59017554e-02
7.20490232e+03 5.50688228e+04 6.73472567e+02]
iteration # 28400; log-lik = 233162.465032
[ 2.44373187e+05 6.04524085e+08 2.80132711e+04 6.39454525e+04
3.65608643e+03 3.38535021e+04 3.83023851e+04 1.27327330e+03
4.44543653e+03 5.25263792e+03 1.69588236e+04 4.82622659e+02
3.56520179e+06 6.06849997e+03 1.85126677e-02 5.36471106e+02
3.63211125e+02 1.77798906e+04 1.14013490e+04 2.29143097e+09
2.98596144e+03 5.09970648e+07 9.78245510e-02 2.60739872e-02
7.22266414e+03 5.49315671e+04 6.71249824e+02]
iteration # 28500; log-lik = 233162.502661
[ 2.42586476e+05 5.89827343e+08 2.80130287e+04 6.40488366e+04
3.65772012e+03 3.38531140e+04 3.75416322e+04 1.24427241e+03
4.40722885e+03 5.28272803e+03 1.69481654e+04 4.82901003e+02
3.50090797e+06 6.04612733e+03 1.91503378e-02 5.41147584e+02
3.67488886e+02 1.76905820e+04 1.13211605e+04 2.26762307e+09
2.99360038e+03 5.04472352e+07 9.78499486e-02 2.60606116e-02
7.23202550e+03 5.50409677e+04 6.71601832e+02]
iteration # 28600; log-lik = 233162.540715
[ 2.40993249e+05 5.87122306e+08 2.80504065e+04 6.41578759e+04
3.64015783e+03 3.36691441e+04 3.76140436e+04 1.24164300e+03
4.39869811e+03 5.30747348e+03 1.69601122e+04 4.85909418e+02
3.50531418e+06 6.02806727e+03 1.91731358e-02 5.38834061e+02
3.65245395e+02 1.76659436e+04 1.13414202e+04 2.27756765e+09
2.99341030e+03 5.05584007e+07 9.77916783e-02 2.60100415e-02
7.25753942e+03 5.47156965e+04 6.67864390e+02]
iteration # 28700; log-lik = 233162.604829
[ 2.40016047e+05 5.82783343e+08 2.80479483e+04 6.42178481e+04
3.62220366e+03 3.35467249e+04 3.77077334e+04 1.22556221e+03
4.40226216e+03 5.36209762e+03 1.70510886e+04 4.90282975e+02
3.48750816e+06 6.00660712e+03 1.98086864e-02 5.40657657e+02
3.65649158e+02 1.76596932e+04 1.13521091e+04 2.17289006e+09
2.98783537e+03 4.81111912e+07 9.82894274e-02 2.60808019e-02
7.31557561e+03 5.48385800e+04 6.69569418e+02]
iteration # 28800; log-lik = 233162.786020
[ 2.38755920e+05 6.24797470e+08 2.79164511e+04 6.39648977e+04
3.56053889e+03 3.27238811e+04 3.83179995e+04 1.18811627e+03
4.40395705e+03 5.30008889e+03 1.70070906e+04 4.93699451e+02
3.75203651e+06 6.05299786e+03 1.77683229e-02 5.41261382e+02
3.57834670e+02 1.77160081e+04 1.15152830e+04 2.42030478e+09
2.95611023e+03 5.34174168e+07 9.65568884e-02 2.57496072e-02
7.36623884e+03 5.45579149e+04 6.69536047e+02]
iteration # 28900; log-lik = 233162.943442
[ 2.37321017e+05 6.58349854e+08 2.77884429e+04 6.38432480e+04
3.53368482e+03 3.21870291e+04 3.91083780e+04 1.18444428e+03
4.46446690e+03 5.17620999e+03 1.69002120e+04 4.91822141e+02
3.96701845e+06 6.08219568e+03 1.71498145e-02 5.46161574e+02
3.62764343e+02 1.78129363e+04 1.18044660e+04 2.37590045e+09
2.98260620e+03 5.27696140e+07 9.65013198e-02 2.56313281e-02
7.38914407e+03 5.43128182e+04 6.66049385e+02]
iteration # 29000; log-lik = 233163.069611
[ 2.37626146e+05 6.46904707e+08 2.78486840e+04 6.39464426e+04
3.49815841e+03 3.16246471e+04 3.95080175e+04 1.16948775e+03
4.51013171e+03 5.15071471e+03 1.69182557e+04 4.90373867e+02
3.90201967e+06 6.07226664e+03 1.78255428e-02 5.56966313e+02
3.72505034e+02 1.78348185e+04 1.18943441e+04 2.22458236e+09
2.98463095e+03 4.92502351e+07 9.69014885e-02 2.56709124e-02
7.42009062e+03 5.42472949e+04 6.64037577e+02]
iteration # 29100; log-lik = 233163.158566
[ 2.40678435e+05 6.34515401e+08 2.78362429e+04 6.39269531e+04
3.49606940e+03 3.16764772e+04 3.85543153e+04 1.12108684e+03
4.50183117e+03 5.20487937e+03 1.68897986e+04 4.97376274e+02
3.77439259e+06 6.07225559e+03 1.95111037e-02 5.58380434e+02
3.72175941e+02 1.78653367e+04 1.19061075e+04 2.07024272e+09
2.96199318e+03 4.56132294e+07 9.74634938e-02 2.57559655e-02
7.49214905e+03 5.41728443e+04 6.62510300e+02]
iteration # 29200; log-lik = 233163.313365
[ 2.43177960e+05 6.13129680e+08 2.78672905e+04 6.39986797e+04
3.51178315e+03 3.17212728e+04 3.89534822e+04 1.14941199e+03
4.53056662e+03 5.09326132e+03 1.68223476e+04 4.93132691e+02
3.60928441e+06 6.05242326e+03 2.05637448e-02 5.71662304e+02
3.86130051e+02 1.79519222e+04 1.19412607e+04 1.94234221e+09
2.95965242e+03 4.27032204e+07 9.81632894e-02 2.60215477e-02
7.45904776e+03 5.41397894e+04 6.59407143e+02]
iteration # 29300; log-lik = 233163.436659
[ 2.45806145e+05 5.58525928e+08 2.79941629e+04 6.42410549e+04
3.52928017e+03 3.19868700e+04 3.98087654e+04 1.17491335e+03
4.49689469e+03 5.15342389e+03 1.69277471e+04 4.94927481e+02
3.24150513e+06 5.98875895e+03 2.32676537e-02 5.73176712e+02
3.89666779e+02 1.79032604e+04 1.18340301e+04 1.72855976e+09
2.96200547e+03 3.79168705e+07 9.94660055e-02 2.63785256e-02
7.46381474e+03 5.39134269e+04 6.56405397e+02]
iteration # 29400; log-lik = 233163.494967
[ 2.46750953e+05 5.07445158e+08 2.79006527e+04 6.41788894e+04
3.55839421e+03 3.22563915e+04 3.98196096e+04 1.15696402e+03
4.48319952e+03 5.17093996e+03 1.70655111e+04 4.95591354e+02
2.95178582e+06 6.03752870e+03 2.72210808e-02 5.82396941e+02
3.94063897e+02 1.78489898e+04 1.17514767e+04 1.52272206e+09
2.95418037e+03 3.33386506e+07 1.00559049e-01 2.66895198e-02
7.48207122e+03 5.35964004e+04 6.52299941e+02]
iteration # 29500; log-lik = 233163.557654
[ 2.49766048e+05 4.85352076e+08 2.79237523e+04 6.42161988e+04
3.55839687e+03 3.22599823e+04 4.00564548e+04 1.14540486e+03
4.48202836e+03 5.18561540e+03 1.70846220e+04 4.98073113e+02
2.78357548e+06 6.02646240e+03 2.97134232e-02 5.84946528e+02
3.94418223e+02 1.78901229e+04 1.17646748e+04 1.41704143e+09
2.93777713e+03 3.08688791e+07 1.01164774e-01 2.68560559e-02
7.51148764e+03 5.31279569e+04 6.46389626e+02]
iteration # 29600; log-lik = 233163.605779
[ 2.53355039e+05 4.99319599e+08 2.80200849e+04 6.42294245e+04
3.53527585e+03 3.20325926e+04 4.01547871e+04 1.14048840e+03
4.50198074e+03 5.19128588e+03 1.71089198e+04 5.00405416e+02
2.80467517e+06 5.97421926e+03 2.94199171e-02 5.78154704e+02
3.93351396e+02 1.79836927e+04 1.18681192e+04 1.39981994e+09
2.93481258e+03 3.03415000e+07 1.01299162e-01 2.68001931e-02
7.57573809e+03 5.31755780e+04 6.46260298e+02]
iteration # 29700; log-lik = 233163.669256
[ 2.54170319e+05 4.91053177e+08 2.79116630e+04 6.42411154e+04
3.52338830e+03 3.18913234e+04 4.03440081e+04 1.13833595e+03
4.50028643e+03 5.20572622e+03 1.71765209e+04 4.99795937e+02
2.76538814e+06 6.00555092e+03 3.03643410e-02 5.82624185e+02
3.94662290e+02 1.79895666e+04 1.18832110e+04 1.34841002e+09
2.94636226e+03 2.92216804e+07 1.01637932e-01 2.68669500e-02
7.58661745e+03 5.30131054e+04 6.44559884e+02]
iteration # 29800; log-lik = 233163.735017
[ 2.59122880e+05 4.70796337e+08 2.78033401e+04 6.42136506e+04
3.54252661e+03 3.21302419e+04 4.04011975e+04 1.13945765e+03
4.50035286e+03 5.21947966e+03 1.72005093e+04 4.97261687e+02
2.61132911e+06 6.04010895e+03 3.31745933e-02 5.86653958e+02
3.97713273e+02 1.80257907e+04 1.18510853e+04 1.23597020e+09
2.95515515e+03 2.68528566e+07 1.02562971e-01 2.70802409e-02
7.55650621e+03 5.29884547e+04 6.43460032e+02]
iteration # 29900; log-lik = 233163.835688
[ 2.59359594e+05 4.54234699e+08 2.76798102e+04 6.41615238e+04
3.55854323e+03 3.24040001e+04 4.03984919e+04 1.15310704e+03
4.47235673e+03 5.26003197e+03 1.73601153e+04 4.97895085e+02
2.51295140e+06 6.05356221e+03 3.49222277e-02 5.84662898e+02
3.96858941e+02 1.80127848e+04 1.17729157e+04 1.18475870e+09
2.95636866e+03 2.57245570e+07 1.03068832e-01 2.71985147e-02
7.52014040e+03 5.33125702e+04 6.46961172e+02]
iteration # 30000; log-lik = 233163.950738
[ 2.59075080e+05 4.28457689e+08 2.75780253e+04 6.40524766e+04
3.54664704e+03 3.22212997e+04 4.04564719e+04 1.16970120e+03
4.45695878e+03 5.28252854e+03 1.74295550e+04 5.04000249e+02
2.36479399e+06 6.02489375e+03 3.79528097e-02 5.82678025e+02
3.96722814e+02 1.80010981e+04 1.17869519e+04 1.09559329e+09
2.96597676e+03 2.35883593e+07 1.03559553e-01 2.72192609e-02
7.53877638e+03 5.35018836e+04 6.47285469e+02]
iteration # 30100; log-lik = 233164.047974
[ 2.59576641e+05 4.43969009e+08 2.74855657e+04 6.39464190e+04
3.50091541e+03 3.16007823e+04 4.07259573e+04 1.15789046e+03
4.49360910e+03 5.23697715e+03 1.75108803e+04 4.99629495e+02
2.45514035e+06 6.07749930e+03 3.63025342e-02 5.90385670e+02
4.03656805e+02 1.80617398e+04 1.19057131e+04 1.10618155e+09
2.98033872e+03 2.39278286e+07 1.03078990e-01 2.71084807e-02
7.48223662e+03 5.38246084e+04 6.50971643e+02]
iteration # 30200; log-lik = 233164.114259
[ 2.60819845e+05 4.36864063e+08 2.73836038e+04 6.39854983e+04
3.47649154e+03 3.13085846e+04 4.08658112e+04 1.15805768e+03
4.49971284e+03 5.21196252e+03 1.74876435e+04 5.02740552e+02
2.39071879e+06 6.03120143e+03 3.75725972e-02 5.97330709e+02
4.05693256e+02 1.81341156e+04 1.19676098e+04 1.06964378e+09
2.97489282e+03 2.30332917e+07 1.03224417e-01 2.71346857e-02
7.48547447e+03 5.37151474e+04 6.48405142e+02]
iteration # 30300; log-lik = 233164.179892
[ 2.65228641e+05 4.20985670e+08 2.73496659e+04 6.39476524e+04
3.47304021e+03 3.12100433e+04 4.08531191e+04 1.17050239e+03
4.48126503e+03 5.18499558e+03 1.74862649e+04 4.99267367e+02
2.27350840e+06 6.05578370e+03 3.85204517e-02 5.97914674e+02
4.08356128e+02 1.81067631e+04 1.19080896e+04 1.06804051e+09
2.98847618e+03 2.31738404e+07 1.02881779e-01 2.71394824e-02
7.37423732e+03 5.36750329e+04 6.47204710e+02]
iteration # 30400; log-lik = 233164.237320
[ 2.63168747e+05 4.27326791e+08 2.74783067e+04 6.40317516e+04
3.46927371e+03 3.11643788e+04 4.04632116e+04 1.16722983e+03
4.48389585e+03 5.17204386e+03 1.75489865e+04 4.96911268e+02
2.31598855e+06 6.00365045e+03 3.70017197e-02 5.99281975e+02
4.09519592e+02 1.80949106e+04 1.18864856e+04 1.11511551e+09
3.00343840e+03 2.42347838e+07 1.02428676e-01 2.70605063e-02
7.32699225e+03 5.38596318e+04 6.48400162e+02]
iteration # 30500; log-lik = 233164.259289
[ 2.63857237e+05 4.25358928e+08 2.74367915e+04 6.40521312e+04
3.45222256e+03 3.10092140e+04 4.03428194e+04 1.15836524e+03
4.46972589e+03 5.18532894e+03 1.75619644e+04 4.98747240e+02
2.29956840e+06 6.00455928e+03 3.72845525e-02 6.00389237e+02
4.07231240e+02 1.80978807e+04 1.18861384e+04 1.11666785e+09
3.00475843e+03 2.42651049e+07 1.02289294e-01 2.70210194e-02
7.32293855e+03 5.37598549e+04 6.47253001e+02]
iteration # 30600; log-lik = 233164.292308
[ 2.63360230e+05 4.30952436e+08 2.75463294e+04 6.40515215e+04
3.44496906e+03 3.08946217e+04 3.97139375e+04 1.14458868e+03
4.46116585e+03 5.16644535e+03 1.76096741e+04 4.96616137e+02
2.33083331e+06 5.99913122e+03 3.58895931e-02 5.95106948e+02
4.05336395e+02 1.80540643e+04 1.18573524e+04 1.19354464e+09
3.01040299e+03 2.59776340e+07 1.01465677e-01 2.68376402e-02
7.30488059e+03 5.35741227e+04 6.44286106e+02]
iteration # 30700; log-lik = 233164.322452
[ 2.66992484e+05 4.10853155e+08 2.75727103e+04 6.40072684e+04
3.44309014e+03 3.08947037e+04 3.95280035e+04 1.13592757e+03
4.43978992e+03 5.20374707e+03 1.76558585e+04 5.00664111e+02
2.19083099e+06 5.99911944e+03 3.91513922e-02 5.93969471e+02
4.02328281e+02 1.80481844e+04 1.18370973e+04 1.10563868e+09
3.01578353e+03 2.39956428e+07 1.02017152e-01 2.69022048e-02
7.32024024e+03 5.36384314e+04 6.44270792e+02]
iteration # 30800; log-lik = 233164.338917
[ 2.68322292e+05 4.08002853e+08 2.76399809e+04 6.40118507e+04
3.44452423e+03 3.08853051e+04 3.95655463e+04 1.13995835e+03
4.44869605e+03 5.19481579e+03 1.76816079e+04 4.99118082e+02
2.16438384e+06 5.99248969e+03 3.95377785e-02 5.93141414e+02
4.03470061e+02 1.80498785e+04 1.18389793e+04 1.08938786e+09
3.02517534e+03 2.36876897e+07 1.02151519e-01 2.69085389e-02
7.30614945e+03 5.36932867e+04 6.44354803e+02]
iteration # 30900; log-lik = 233164.359520
[ 2.69263905e+05 4.12203159e+08 2.76319833e+04 6.38849519e+04
3.44939938e+03 3.09706344e+04 3.91839866e+04 1.12830891e+03
4.43001161e+03 5.20223970e+03 1.76728374e+04 4.98844571e+02
2.18093135e+06 6.02499590e+03 3.88867976e-02 5.87734830e+02
3.98343946e+02 1.80244704e+04 1.18006215e+04 1.12862346e+09
3.02101778e+03 2.46006771e+07 1.01700816e-01 2.67971889e-02
7.29971533e+03 5.37357703e+04 6.45312062e+02]
iteration # 31000; log-lik = 233164.374599
[ 2.69320656e+05 4.16069111e+08 2.75720460e+04 6.38011539e+04
3.45115286e+03 3.09874122e+04 3.90593427e+04 1.12756233e+03
4.43064289e+03 5.19120218e+03 1.76330342e+04 4.99193123e+02
2.20365631e+06 6.04558495e+03 3.87837526e-02 5.87892458e+02
3.97708553e+02 1.80440800e+04 1.18308999e+04 1.12827066e+09
3.02499224e+03 2.46046729e+07 1.01704260e-01 2.67815879e-02
7.30614621e+03 5.37273798e+04 6.45253601e+02]
iteration # 31100; log-lik = 233164.412867
[ 2.71717752e+05 4.23893961e+08 2.75998552e+04 6.38133969e+04
3.42693558e+03 3.07047595e+04 3.93958011e+04 1.14918386e+03
4.42890443e+03 5.17139513e+03 1.75584506e+04 4.98105654e+02
2.22513088e+06 6.02516275e+03 3.71240703e-02 5.82362140e+02
3.94664187e+02 1.80728488e+04 1.18968041e+04 1.16788771e+09
3.04412463e+03 2.55413399e+07 1.01278558e-01 2.66350958e-02
7.28488012e+03 5.35297029e+04 6.42550711e+02]
iteration # 31200; log-lik = 233164.508758
[ 2.70115099e+05 4.12210179e+08 2.75682994e+04 6.35927298e+04
3.39666383e+03 3.04058492e+04 3.95264076e+04 1.15089669e+03
4.42141888e+03 5.19605954e+03 1.76093987e+04 5.02852442e+02
2.17054807e+06 5.98981235e+03 3.90976728e-02 5.75594350e+02
3.89930738e+02 1.80946410e+04 1.19728056e+04 1.12796641e+09
3.04064612e+03 2.44607266e+07 1.01476275e-01 2.65431465e-02
7.36844874e+03 5.29605176e+04 6.34049885e+02]
iteration # 31300; log-lik = 233164.595540
[ 2.68790200e+05 3.98262686e+08 2.74862234e+04 6.34558660e+04
3.41665535e+03 3.06393483e+04 4.03150476e+04 1.18861381e+03
4.42056799e+03 5.20744042e+03 1.76211102e+04 4.98083388e+02
2.12433030e+06 6.05049722e+03 3.93401702e-02 5.77170134e+02
3.91107583e+02 1.80117449e+04 1.18491600e+04 1.12195373e+09
3.02958267e+03 2.44123124e+07 1.01605754e-01 2.66501284e-02
7.31775103e+03 5.32348680e+04 6.37418078e+02]
iteration # 31400; log-lik = 233164.716465
[ 2.71471333e+05 3.66766299e+08 2.74743354e+04 6.33245892e+04
3.39953549e+03 3.04730928e+04 4.20340052e+04 1.25524585e+03
4.39514195e+03 5.23612670e+03 1.76346004e+04 4.95619918e+02
1.93604195e+06 6.04537808e+03 4.23531361e-02 5.79540420e+02
3.93027460e+02 1.79486565e+04 1.17906261e+04 1.02668790e+09
3.04555567e+03 2.24373722e+07 1.02354717e-01 2.68192430e-02
7.27248578e+03 5.32942737e+04 6.37404286e+02]
iteration # 31500; log-lik = 233164.897314
[ 2.70151137e+05 3.66718047e+08 2.71222015e+04 6.30767553e+04
3.41594554e+03 3.05304513e+04 4.09947677e+04 1.22156759e+03
4.40189543e+03 5.17443421e+03 1.75731732e+04 4.93595580e+02
1.95056038e+06 6.14943533e+03 4.41343222e-02 5.98190857e+02
4.01917162e+02 1.79865335e+04 1.18314941e+04 1.00303803e+09
3.02166356e+03 2.18902118e+07 1.02394466e-01 2.69133744e-02
7.28274507e+03 5.32670272e+04 6.37529964e+02]
iteration # 31600; log-lik = 233165.167106
[ 2.71315683e+05 3.59420469e+08 2.69097473e+04 6.29658092e+04
3.38178514e+03 3.01929895e+04 4.20006187e+04 1.28081560e+03
4.35964201e+03 5.20690940e+03 1.73996015e+04 4.88063366e+02
1.89930023e+06 6.21659821e+03 4.32114775e-02 6.10065627e+02
4.03740597e+02 1.79031007e+04 1.17955406e+04 1.01530871e+09
3.03428940e+03 2.23988610e+07 1.02137024e-01 2.69369615e-02
7.20928143e+03 5.30947017e+04 6.37348668e+02]
iteration # 31700; log-lik = 233165.504794
[ 2.77190293e+05 3.66619507e+08 2.67853312e+04 6.27170497e+04
3.30312386e+03 2.93733190e+04 4.25791695e+04 1.33256981e+03
4.38348947e+03 5.29717423e+03 1.73736107e+04 4.80525068e+02
1.88444299e+06 6.23766986e+03 4.10632167e-02 6.09842681e+02
3.99808243e+02 1.78762381e+04 1.18952265e+04 1.04105760e+09
3.04851562e+03 2.30953030e+07 1.01544678e-01 2.66959949e-02
7.21598346e+03 5.28303090e+04 6.33656267e+02]
iteration # 31800; log-lik = 233165.771473
[ 2.90910880e+05 3.15254269e+08 2.67032155e+04 6.25239838e+04
3.29816044e+03 2.92275253e+04 4.38679536e+04 1.44716909e+03
4.44331601e+03 5.28060275e+03 1.75483702e+04 4.81365952e+02
1.53672882e+06 6.26433453e+03 5.28847250e-02 6.26867253e+02
4.07481274e+02 1.79549599e+04 1.20256512e+04 7.82386335e+08
3.06993937e+03 1.73578261e+07 1.04377403e-01 2.73405263e-02
7.28142704e+03 5.19995851e+04 6.22883862e+02]
iteration # 31900; log-lik = 233165.873665
[ 2.98923734e+05 2.82024066e+08 2.66711539e+04 6.22307465e+04
3.30591734e+03 2.93317265e+04 4.32915485e+04 1.43583783e+03
4.38195224e+03 5.39902608e+03 1.76411814e+04 4.85133580e+02
1.35027853e+06 6.38498851e+03 6.30164399e-02 6.19671442e+02
4.02288140e+02 1.78022155e+04 1.18904988e+04 6.87136219e+08
3.06814561e+03 1.52398923e+07 1.05349012e-01 2.74727454e-02
7.35837257e+03 5.16876024e+04 6.20056327e+02]
iteration # 32000; log-lik = 233165.991757
[ 3.05297960e+05 2.85394723e+08 2.66706244e+04 6.22451325e+04
3.24531885e+03 2.85697156e+04 4.35222356e+04 1.45089171e+03
4.35491156e+03 5.42444824e+03 1.76525020e+04 4.82675252e+02
1.33294647e+06 6.38639807e+03 6.10128753e-02 6.22170499e+02
4.08084876e+02 1.77866259e+04 1.20072691e+04 6.92470891e+08
3.08804114e+03 1.55001971e+07 1.04798788e-01 2.73366487e-02
7.33838048e+03 5.15243257e+04 6.20933516e+02]
iteration # 32100; log-lik = 233166.048014
[ 3.03575192e+05 2.97071041e+08 2.66075338e+04 6.20920846e+04
3.24886223e+03 2.86247460e+04 4.25629177e+04 1.43049231e+03
4.37486726e+03 5.40884037e+03 1.76661198e+04 4.87960188e+02
1.39136546e+06 6.40070364e+03 6.04180306e-02 6.18704492e+02
4.06103408e+02 1.78668563e+04 1.21463305e+04 7.00249565e+08
3.07033944e+03 1.56380033e+07 1.04766458e-01 2.73120275e-02
7.40290614e+03 5.12147019e+04 6.18288712e+02]
iteration # 32200; log-lik = 233166.086290
[ 3.03259780e+05 2.87744057e+08 2.64511230e+04 6.19615900e+04
3.23672232e+03 2.85050026e+04 4.29608638e+04 1.44872669e+03
4.36765873e+03 5.44246482e+03 1.77250270e+04 4.89046998e+02
1.34865724e+06 6.41859997e+03 6.37781435e-02 6.28108362e+02
4.11362709e+02 1.78646181e+04 1.21503701e+04 6.49422026e+08
3.06326553e+03 1.45048218e+07 1.05531026e-01 2.74514610e-02
7.42330821e+03 5.14996742e+04 6.22676367e+02]
iteration # 32300; log-lik = 233166.106615
[ 3.02730490e+05 2.81945450e+08 2.64246466e+04 6.19759570e+04
3.24854322e+03 2.86415834e+04 4.27035436e+04 1.45028160e+03
4.34868939e+03 5.44908703e+03 1.77055932e+04 4.90335745e+02
1.32878763e+06 6.41989617e+03 6.57926716e-02 6.29226999e+02
4.13586714e+02 1.78582959e+04 1.21109437e+04 6.32931071e+08
3.06451385e+03 1.41201213e+07 1.05871476e-01 2.75139627e-02
7.41124822e+03 5.16514012e+04 6.24080510e+02]
iteration # 32400; log-lik = 233166.116397
[ 3.01064114e+05 2.83474952e+08 2.64035566e+04 6.20356863e+04
3.24729705e+03 2.86638036e+04 4.27374764e+04 1.46598924e+03
4.35107302e+03 5.46032742e+03 1.76838048e+04 4.90627974e+02
1.34363249e+06 6.41716001e+03 6.55490038e-02 6.31390220e+02
4.13984476e+02 1.78640468e+04 1.21324853e+04 6.28070734e+08
3.07342698e+03 1.40192717e+07 1.06198909e-01 2.75532597e-02
7.42550645e+03 5.15184413e+04 6.22743737e+02]
iteration # 32500; log-lik = 233166.127015
[ 3.01575071e+05 2.84306023e+08 2.64417301e+04 6.20746411e+04
3.25493830e+03 2.87588179e+04 4.25454749e+04 1.46709259e+03
4.35361717e+03 5.45498078e+03 1.76629282e+04 4.90554476e+02
1.34726466e+06 6.41278105e+03 6.53436714e-02 6.30748977e+02
4.14497467e+02 1.78714420e+04 1.21155618e+04 6.30175133e+08
3.07150257e+03 1.40720610e+07 1.06252192e-01 2.75662362e-02
7.41446948e+03 5.16185299e+04 6.23577860e+02]
iteration # 32600; log-lik = 233166.135582
[ 3.01244570e+05 2.83585295e+08 2.64568226e+04 6.20700533e+04
3.25199008e+03 2.87230382e+04 4.25825202e+04 1.47342558e+03
4.35569791e+03 5.45862238e+03 1.76364586e+04 4.92189354e+02
1.34709224e+06 6.41510675e+03 6.60768243e-02 6.30484168e+02
4.14407318e+02 1.78825586e+04 1.21482607e+04 6.17748520e+08
3.07376918e+03 1.37706717e+07 1.06524702e-01 2.75748498e-02
7.43995780e+03 5.15725260e+04 6.23029784e+02]
iteration # 32700; log-lik = 233166.143187
[ 3.00696260e+05 2.90274568e+08 2.64472901e+04 6.20945028e+04
3.24711555e+03 2.86782296e+04 4.25055149e+04 1.47533518e+03
4.35674557e+03 5.44984651e+03 1.76130397e+04 4.91544438e+02
1.38112295e+06 6.41666995e+03 6.39768726e-02 6.32273192e+02
4.15788421e+02 1.78986003e+04 1.21718322e+04 6.29350891e+08
3.07771555e+03 1.40659613e+07 1.06388064e-01 2.75391285e-02
7.42261924e+03 5.17657639e+04 6.25663083e+02]
iteration # 32800; log-lik = 233166.153352
[ 3.00585525e+05 2.85099428e+08 2.64683930e+04 6.20649565e+04
3.24611141e+03 2.86446728e+04 4.23962606e+04 1.47886224e+03
4.35183435e+03 5.44250188e+03 1.76089055e+04 4.92464292e+02
1.35782283e+06 6.42221990e+03 6.55108783e-02 6.32412716e+02
4.16483305e+02 1.78865313e+04 1.21678016e+04 6.19717448e+08
3.07455938e+03 1.38347899e+07 1.06487843e-01 2.75394973e-02
7.42783333e+03 5.16969337e+04 6.24290400e+02]
iteration # 32900; log-lik = 233166.165695
[ 3.03442231e+05 2.84610611e+08 2.65124445e+04 6.21236475e+04
3.23196177e+03 2.84462678e+04 4.25008264e+04 1.48427548e+03
4.35860863e+03 5.43461325e+03 1.76430735e+04 4.91376573e+02
1.34141828e+06 6.40421711e+03 6.55212178e-02 6.33949779e+02
4.18976288e+02 1.79063280e+04 1.22058195e+04 6.15521935e+08
3.07396363e+03 1.37370385e+07 1.06449491e-01 2.75368325e-02
7.43173730e+03 5.16325336e+04 6.23503872e+02]
iteration # 33000; log-lik = 233166.183564
[ 3.02601112e+05 2.82477224e+08 2.65616271e+04 6.22122288e+04
3.23752681e+03 2.85076397e+04 4.23841226e+04 1.48012561e+03
4.36300067e+03 5.42353071e+03 1.76746147e+04 4.92534370e+02
1.33449503e+06 6.39111806e+03 6.69379213e-02 6.35774028e+02
4.18962100e+02 1.79309699e+04 1.22215379e+04 6.03978257e+08
3.07204169e+03 1.34345244e+07 1.06772201e-01 2.75887417e-02
7.45092338e+03 5.14865241e+04 6.21147029e+02]
iteration # 33100; log-lik = 233166.195367
[ 3.03807731e+05 2.79522081e+08 2.65440974e+04 6.22220694e+04
3.23833747e+03 2.85167288e+04 4.26098812e+04 1.49009222e+03
4.35807309e+03 5.43292798e+03 1.76715733e+04 4.92220558e+02
1.31681435e+06 6.40901156e+03 6.81218441e-02 6.37749021e+02
4.19618471e+02 1.79253973e+04 1.22251381e+04 5.88090030e+08
3.07647913e+03 1.30984595e+07 1.07058220e-01 2.76474036e-02
7.44643421e+03 5.15514586e+04 6.22097603e+02]
iteration # 33200; log-lik = 233166.213748
[ 3.05300149e+05 2.82368197e+08 2.65736955e+04 6.22059912e+04
3.23869289e+03 2.84999246e+04 4.25773908e+04 1.49186101e+03
4.35937776e+03 5.40806748e+03 1.76978305e+04 4.90956725e+02
1.32660408e+06 6.41308076e+03 6.73754551e-02 6.36463063e+02
4.19819534e+02 1.79532815e+04 1.22568672e+04 5.89705344e+08
3.08408127e+03 1.31478881e+07 1.06992590e-01 2.76166898e-02
7.43415430e+03 5.17161934e+04 6.23366473e+02]
iteration # 33300; log-lik = 233166.231028
[ 3.06571081e+05 2.80131675e+08 2.65574147e+04 6.21968844e+04
3.24109682e+03 2.85622050e+04 4.28568761e+04 1.51161472e+03
4.35428300e+03 5.43344454e+03 1.77118174e+04 4.91306136e+02
1.31505157e+06 6.43666582e+03 6.84040919e-02 6.36388236e+02
4.19089990e+02 1.79579181e+04 1.22619355e+04 5.72476101e+08
3.08119942e+03 1.27715209e+07 1.07416634e-01 2.76898237e-02
7.43918005e+03 5.18477735e+04 6.25340457e+02]
iteration # 33400; log-lik = 233166.240569
[ 3.09751102e+05 2.75308800e+08 2.65419789e+04 6.21275506e+04
3.24548231e+03 2.85629210e+04 4.34969839e+04 1.53728641e+03
4.36407055e+03 5.40812805e+03 1.77190226e+04 4.91124781e+02
1.28319489e+06 6.46708741e+03 7.03164027e-02 6.36995717e+02
4.19721343e+02 1.79865969e+04 1.23109790e+04 5.50144151e+08
3.07275820e+03 1.22812719e+07 1.07762279e-01 2.77930806e-02
7.44433360e+03 5.17962789e+04 6.25042310e+02]
iteration # 33500; log-lik = 233166.245116
[ 3.09733079e+05 2.74202254e+08 2.65365858e+04 6.21386678e+04
3.24310720e+03 2.85437155e+04 4.35162091e+04 1.54701617e+03
4.36511993e+03 5.41526381e+03 1.77358815e+04 4.90793331e+02
1.27853273e+06 6.46832644e+03 7.06100007e-02 6.37927075e+02
4.20208397e+02 1.79827543e+04 1.23158330e+04 5.46219090e+08
3.07259116e+03 1.21980131e+07 1.07869686e-01 2.78077739e-02
7.44316526e+03 5.17975506e+04 6.24852008e+02]
iteration # 33600; log-lik = 233166.248431
[ 3.11830683e+05 2.72473790e+08 2.65510654e+04 6.21602973e+04
3.24219192e+03 2.85381296e+04 4.37017084e+04 1.56067471e+03
4.36177293e+03 5.41835323e+03 1.77328843e+04 4.90489803e+02
1.26172988e+06 6.47073385e+03 7.07876041e-02 6.38171608e+02
4.19762260e+02 1.79799879e+04 1.23038708e+04 5.43349067e+08
3.07078149e+03 1.21396368e+07 1.07910422e-01 2.78363922e-02
7.43823975e+03 5.18499095e+04 6.25616006e+02]
iteration # 33700; log-lik = 233166.252476
[ 3.10459181e+05 2.72410423e+08 2.65711775e+04 6.21890176e+04
3.24591805e+03 2.85784897e+04 4.37139319e+04 1.56247158e+03
4.36038267e+03 5.41343811e+03 1.77280001e+04 4.90098271e+02
1.26729645e+06 6.46410429e+03 7.01850634e-02 6.38228278e+02
4.19961420e+02 1.79634602e+04 1.22824498e+04 5.50881216e+08
3.06580297e+03 1.23012455e+07 1.07802581e-01 2.78308790e-02
7.43701796e+03 5.18431220e+04 6.25244697e+02]
iteration # 33800; log-lik = 233166.255307
[ 3.10463038e+05 2.71088460e+08 2.65639028e+04 6.22236273e+04
3.24391187e+03 2.85539837e+04 4.36269908e+04 1.55794532e+03
4.35731483e+03 5.41399879e+03 1.77232310e+04 4.91118041e+02
1.26035129e+06 6.45773105e+03 7.09465734e-02 6.40176517e+02
4.20596816e+02 1.79660551e+04 1.22861025e+04 5.46921399e+08
3.06103651e+03 1.21933364e+07 1.07882604e-01 2.78517272e-02
7.45400867e+03 5.17581667e+04 6.24263900e+02]
iteration # 33900; log-lik = 233166.257496
[ 3.11299617e+05 2.71451530e+08 2.65695652e+04 6.22570186e+04
3.24363912e+03 2.85552634e+04 4.36466636e+04 1.56011787e+03
4.35179694e+03 5.41058952e+03 1.77029473e+04 4.91215168e+02
1.26022378e+06 6.45715824e+03 7.06181623e-02 6.40378561e+02
4.20791962e+02 1.79650112e+04 1.22774363e+04 5.48931956e+08
3.06013238e+03 1.22406741e+07 1.07856707e-01 2.78544475e-02
7.45455247e+03 5.18156505e+04 6.24883410e+02]
iteration # 34000; log-lik = 233166.258453
[ 3.11071275e+05 2.72179133e+08 2.65842435e+04 6.22841380e+04
3.24133264e+03 2.85315400e+04 4.35864310e+04 1.55782742e+03
4.34966091e+03 5.41189997e+03 1.77106114e+04 4.91544795e+02
1.26371290e+06 6.44772312e+03 7.02159231e-02 6.39915051e+02
4.20826189e+02 1.79621144e+04 1.22764381e+04 5.52930718e+08
3.05834686e+03 1.23219200e+07 1.07775958e-01 2.78378867e-02
7.45909584e+03 5.18211293e+04 6.24871603e+02]
iteration # 34100; log-lik = 233166.258953
[ 3.11316792e+05 2.71303139e+08 2.65872127e+04 6.23036950e+04
3.23956975e+03 2.85155550e+04 4.36574856e+04 1.56300654e+03
4.34753098e+03 5.41806024e+03 1.77061742e+04 4.91886396e+02
1.25926348e+06 6.44970827e+03 7.03844413e-02 6.39998916e+02
4.20597292e+02 1.79551335e+04 1.22758757e+04 5.50793953e+08
3.05754599e+03 1.22729588e+07 1.07825193e-01 2.78468097e-02
7.46368704e+03 5.18061763e+04 6.24775757e+02]
iteration # 34200; log-lik = 233166.259121
[ 3.11337648e+05 2.71169753e+08 2.65906616e+04 6.23126245e+04
3.23881836e+03 2.84994543e+04 4.36429181e+04 1.56297586e+03
4.34649294e+03 5.41545366e+03 1.77006534e+04 4.91888630e+02
1.25881441e+06 6.44875913e+03 7.02964363e-02 6.40318163e+02
4.21003464e+02 1.79516391e+04 1.22742189e+04 5.51780945e+08
3.05696579e+03 1.22924383e+07 1.07788327e-01 2.78416078e-02
7.46381840e+03 5.18207171e+04 6.24874240e+02]
iteration # 34300; log-lik = 233166.259241
[ 3.11419461e+05 2.71057160e+08 2.65818239e+04 6.23002027e+04
3.23806687e+03 2.84850910e+04 4.36444599e+04 1.56378134e+03
4.34729293e+03 5.41253015e+03 1.77016919e+04 4.91805072e+02
1.25810324e+06 6.45182161e+03 7.03779106e-02 6.40739163e+02
4.21255332e+02 1.79541376e+04 1.22796551e+04 5.50643410e+08
3.05728713e+03 1.22685160e+07 1.07790897e-01 2.78401432e-02
7.46213986e+03 5.18346239e+04 6.25002085e+02]
iteration # 34400; log-lik = 233166.259352
[ 3.11381638e+05 2.71045905e+08 2.65776857e+04 6.22994396e+04
3.23727929e+03 2.84759015e+04 4.36663360e+04 1.56596491e+03
4.34737884e+03 5.41248901e+03 1.76985595e+04 4.91963901e+02
1.25821902e+06 6.45267907e+03 7.03424616e-02 6.40725327e+02
4.21185796e+02 1.79532780e+04 1.22828959e+04 5.50465781e+08
3.05764034e+03 1.22646165e+07 1.07793261e-01 2.78395757e-02
7.46326333e+03 5.18292903e+04 6.24959389e+02]
iteration # 34500; log-lik = 233166.259410
[ 3.11242025e+05 2.71374629e+08 2.65749451e+04 6.22985402e+04
3.23706393e+03 2.84731746e+04 4.36403952e+04 1.56507651e+03
4.34777308e+03 5.41146884e+03 1.76969375e+04 4.92062100e+02
1.26027306e+06 6.45241074e+03 7.02620739e-02 6.40864691e+02
4.21193877e+02 1.79544168e+04 1.22846282e+04 5.51088906e+08
3.05730382e+03 1.22763765e+07 1.07782738e-01 2.78356095e-02
7.46496291e+03 5.18338295e+04 6.24991376e+02]
iteration # 34600; log-lik = 233166.259521
[ 3.11067075e+05 2.71113125e+08 2.65668428e+04 6.22929906e+04
3.23738418e+03 2.84746759e+04 4.36634057e+04 1.56608061e+03
4.34816138e+03 5.41112115e+03 1.76966252e+04 4.91987960e+02
1.25982919e+06 6.45340439e+03 7.03153266e-02 6.41262217e+02
4.21313942e+02 1.79526436e+04 1.22843518e+04 5.50514188e+08
3.05753158e+03 1.22649859e+07 1.07789831e-01 2.78395605e-02
7.46377555e+03 5.18362839e+04 6.25034018e+02]
iteration # 34700; log-lik = 233166.259698
[ 3.11217031e+05 2.71154119e+08 2.65646300e+04 6.22924298e+04
3.23631288e+03 2.84581925e+04 4.36632821e+04 1.56583510e+03
4.34926656e+03 5.41053064e+03 1.76985823e+04 4.92010031e+02
1.25929947e+06 6.45086458e+03 7.03714095e-02 6.41542710e+02
4.21597381e+02 1.79548024e+04 1.22898355e+04 5.49315095e+08
3.05757851e+03 1.22360797e+07 1.07802338e-01 2.78388503e-02
7.46699280e+03 5.18483777e+04 6.25143360e+02]
iteration # 34800; log-lik = 233166.259914
[ 3.11666705e+05 2.70688796e+08 2.65612375e+04 6.22906875e+04
3.23509786e+03 2.84428464e+04 4.36901974e+04 1.56673189e+03
4.34860268e+03 5.41346740e+03 1.77044403e+04 4.91944905e+02
1.25481275e+06 6.45025840e+03 7.05638501e-02 6.41606375e+02
4.21413716e+02 1.79532408e+04 1.22920523e+04 5.47333996e+08
3.05851375e+03 1.21929609e+07 1.07817910e-01 2.78389343e-02
7.46843497e+03 5.18572590e+04 6.25263230e+02]
iteration # 34900; log-lik = 233166.260124
[ 3.11703006e+05 2.70769521e+08 2.65573573e+04 6.23002651e+04
3.23468304e+03 2.84301698e+04 4.36610343e+04 1.56559943e+03
4.34873285e+03 5.41046891e+03 1.77057972e+04 4.91742084e+02
1.25482418e+06 6.44895417e+03 7.04355676e-02 6.42060725e+02
4.21611513e+02 1.79505953e+04 1.22921743e+04 5.49183630e+08
3.05816021e+03 1.22353930e+07 1.07760096e-01 2.78326555e-02
7.46693196e+03 5.18455878e+04 6.25094443e+02]
iteration # 35000; log-lik = 233166.260347
[ 3.11849332e+05 2.70845973e+08 2.65617074e+04 6.23060031e+04
3.23416879e+03 2.84185680e+04 4.37265981e+04 1.56955268e+03
4.35049274e+03 5.40788854e+03 1.77023145e+04 4.91654417e+02
1.25457865e+06 6.44728522e+03 7.02673726e-02 6.41857446e+02
4.21612569e+02 1.79513317e+04 1.22975472e+04 5.49637572e+08
3.05837415e+03 1.22473809e+07 1.07749316e-01 2.78316513e-02
7.46605104e+03 5.18329519e+04 6.24982403e+02]
iteration # 35100; log-lik = 233166.260619
[ 3.11960551e+05 2.71225902e+08 2.65660043e+04 6.23120732e+04
3.23425807e+03 2.84154501e+04 4.37431515e+04 1.56949486e+03
4.35057910e+03 5.40579324e+03 1.77052022e+04 4.91555096e+02
1.25520618e+06 6.44324369e+03 7.00011348e-02 6.41365845e+02
4.21439008e+02 1.79501887e+04 1.22965650e+04 5.51975608e+08
3.05788207e+03 1.23000438e+07 1.07690286e-01 2.78217900e-02
7.46481692e+03 5.18470247e+04 6.25159422e+02]
iteration # 35200; log-lik = 233166.260981
[ 3.12120775e+05 2.71915525e+08 2.65660608e+04 6.23297147e+04
3.23435004e+03 2.84101710e+04 4.37787951e+04 1.57178519e+03
4.35163528e+03 5.40253472e+03 1.77025565e+04 4.91364433e+02
1.25772860e+06 6.44075105e+03 6.96246345e-02 6.41369113e+02
4.21440469e+02 1.79494910e+04 1.23007933e+04 5.54030166e+08
3.05798820e+03 1.23509603e+07 1.07655691e-01 2.78169287e-02
7.46464611e+03 5.18504616e+04 6.25287812e+02]
iteration # 35300; log-lik = 233166.261128
[ 3.12088170e+05 2.72105969e+08 2.65751860e+04 6.23450658e+04
3.23463323e+03 2.84171475e+04 4.37963094e+04 1.57330642e+03
4.35093722e+03 5.40409560e+03 1.77019197e+04 4.91381243e+02
1.25845476e+06 6.43715561e+03 6.94388382e-02 6.40725998e+02
4.21018848e+02 1.79465473e+04 1.22977417e+04 5.55426552e+08
3.05881934e+03 1.23839262e+07 1.07644473e-01 2.78105026e-02
7.46361660e+03 5.18538338e+04 6.25308624e+02]
iteration # 35400; log-lik = 233166.261257
[ 3.12070844e+05 2.72588205e+08 2.65803406e+04 6.23540980e+04
3.23558469e+03 2.84237927e+04 4.37839430e+04 1.57288821e+03
4.35194642e+03 5.40148057e+03 1.77018269e+04 4.91284482e+02
1.26080939e+06 6.43519491e+03 6.92703074e-02 6.40715090e+02
4.21235345e+02 1.79487859e+04 1.22989476e+04 5.56348590e+08
3.05851090e+03 1.24042190e+07 1.07638286e-01 2.78094085e-02
7.46349046e+03 5.18670280e+04 6.25486884e+02]
iteration # 35500; log-lik = 233166.261354
[ 3.11991196e+05 2.73071492e+08 2.65836626e+04 6.23590128e+04
3.23657711e+03 2.84353207e+04 4.37397368e+04 1.57087261e+03
4.35186130e+03 5.40136376e+03 1.77019080e+04 4.91344962e+02
1.26319918e+06 6.43346197e+03 6.91083068e-02 6.40441654e+02
4.20968380e+02 1.79479636e+04 1.22964466e+04 5.58130406e+08
3.05792391e+03 1.24419929e+07 1.07609471e-01 2.78024391e-02
7.46504283e+03 5.18784794e+04 6.25621795e+02]
iteration # 35600; log-lik = 233166.261395
[ 3.12043719e+05 2.73202895e+08 2.65851516e+04 6.23620685e+04
3.23633915e+03 2.84317992e+04 4.37237172e+04 1.57004440e+03
4.35133460e+03 5.40210100e+03 1.77022696e+04 4.91402565e+02
1.26367370e+06 6.43398028e+03 6.90731932e-02 6.40446600e+02
4.20902954e+02 1.79468601e+04 1.22968573e+04 5.58325892e+08
3.05776584e+03 1.24463990e+07 1.07600852e-01 2.77993680e-02
7.46598842e+03 5.18869937e+04 6.25751938e+02]
iteration # 35700; log-lik = 233166.261435
[ 3.12018079e+05 2.73402133e+08 2.65854753e+04 6.23609748e+04
3.23643592e+03 2.84324444e+04 4.37351847e+04 1.57026922e+03
4.35141708e+03 5.40208517e+03 1.77029207e+04 4.91261586e+02
1.26458851e+06 6.43391495e+03 6.89466019e-02 6.40410489e+02
4.20794516e+02 1.79455525e+04 1.22961934e+04 5.59232757e+08
3.05821847e+03 1.24692787e+07 1.07581720e-01 2.77965478e-02
7.46469252e+03 5.18901535e+04 6.25833815e+02]
iteration # 35800; log-lik = 233166.261477
[ 3.11942723e+05 2.73863027e+08 2.65898774e+04 6.23627396e+04
3.23642364e+03 2.84299770e+04 4.37213663e+04 1.56975631e+03
4.35190367e+03 5.40021743e+03 1.77016212e+04 4.91227327e+02
1.26722504e+06 6.43444857e+03 6.87220973e-02 6.40334674e+02
4.20698940e+02 1.79450352e+04 1.22964564e+04 5.61065323e+08
3.05798093e+03 1.25109145e+07 1.07543441e-01 2.77892654e-02
7.46383312e+03 5.18980348e+04 6.25942371e+02]
iteration # 35900; log-lik = 233166.261492
[ 3.11902480e+05 2.73944544e+08 2.65895802e+04 6.23609841e+04
3.23621985e+03 2.84272502e+04 4.37022264e+04 1.56887198e+03
4.35153329e+03 5.40040480e+03 1.77022212e+04 4.91225668e+02
1.26774903e+06 6.43461381e+03 6.86916078e-02 6.40302775e+02
4.20645627e+02 1.79441593e+04 1.22962480e+04 5.61568967e+08
3.05828853e+03 1.25222292e+07 1.07527694e-01 2.77853099e-02
7.46364293e+03 5.18985132e+04 6.25940622e+02]
iteration # 36000; log-lik = 233166.261501
[ 3.11875631e+05 2.74057850e+08 2.65905078e+04 6.23585472e+04
3.23614528e+03 2.84264119e+04 4.36981237e+04 1.56854729e+03
4.35129652e+03 5.40027663e+03 1.77030113e+04 4.91204629e+02
1.26834781e+06 6.43449494e+03 6.86166853e-02 6.40162510e+02
4.20548552e+02 1.79437581e+04 1.22954757e+04 5.62393381e+08
3.05817484e+03 1.25408727e+07 1.07507028e-01 2.77814751e-02
7.46278583e+03 5.19019887e+04 6.25988473e+02]
iteration # 36100; log-lik = 233166.261503
[ 3.11818918e+05 2.74078256e+08 2.65899287e+04 6.23581177e+04
3.23612470e+03 2.84261012e+04 4.36938940e+04 1.56832392e+03
4.35136800e+03 5.39990990e+03 1.77027477e+04 4.91195074e+02
1.26866801e+06 6.43436900e+03 6.86133851e-02 6.40251896e+02
4.20615001e+02 1.79441143e+04 1.22955880e+04 5.62497422e+08
3.05809019e+03 1.25430026e+07 1.07505768e-01 2.77816794e-02
7.46261259e+03 5.18997031e+04 6.25955214e+02]
iteration # 36200; log-lik = 233166.261505
[ 3.11791118e+05 2.74103702e+08 2.65899074e+04 6.23571798e+04
3.23608111e+03 2.84253318e+04 4.36888760e+04 1.56813649e+03
4.35120345e+03 5.39968465e+03 1.77030102e+04 4.91199722e+02
1.26884911e+06 6.43422007e+03 6.85968467e-02 6.40216822e+02
4.20590771e+02 1.79438821e+04 1.22955742e+04 5.62772084e+08
3.05808363e+03 1.25491335e+07 1.07498679e-01 2.77800248e-02
7.46257419e+03 5.18985743e+04 6.25940684e+02]
iteration # 36300; log-lik = 233166.261507
[ 3.11766507e+05 2.74122333e+08 2.65903364e+04 6.23580363e+04
3.23612466e+03 2.84262569e+04 4.36897754e+04 1.56830306e+03
4.35113297e+03 5.39971512e+03 1.77024913e+04 4.91205859e+02
1.26901621e+06 6.43401371e+03 6.85860395e-02 6.40198771e+02
4.20587915e+02 1.79439425e+04 1.22954245e+04 5.62843908e+08
3.05806605e+03 1.25505356e+07 1.07500273e-01 2.77799997e-02
7.46262420e+03 5.18981954e+04 6.25935436e+02]
iteration # 36400; log-lik = 233166.261509
[ 3.11756834e+05 2.74084292e+08 2.65900378e+04 6.23574744e+04
3.23615444e+03 2.84264437e+04 4.36931050e+04 1.56849685e+03
4.35110708e+03 5.39961474e+03 1.77022753e+04 4.91191057e+02
1.26887711e+06 6.43417449e+03 6.85868255e-02 6.40229774e+02
4.20588212e+02 1.79437193e+04 1.22952024e+04 5.62884784e+08
3.05799582e+03 1.25516413e+07 1.07499147e-01 2.77803935e-02
7.46242283e+03 5.18963074e+04 6.25918810e+02]
iteration # 36500; log-lik = 233166.261511
[ 3.11770435e+05 2.74103647e+08 2.65913016e+04 6.23592464e+04
3.23615803e+03 2.84265190e+04 4.36946534e+04 1.56864596e+03
4.35106576e+03 5.39972177e+03 1.77017311e+04 4.91188512e+02
1.26888901e+06 6.43369277e+03 6.85665535e-02 6.40189225e+02
4.20580189e+02 1.79434540e+04 1.22948502e+04 5.63009478e+08
3.05802767e+03 1.25544304e+07 1.07497841e-01 2.77798989e-02
7.46239335e+03 5.18980739e+04 6.25938985e+02]
iteration # 36600; log-lik = 233166.261513
[ 3.11759899e+05 2.74065821e+08 2.65910593e+04 6.23586848e+04
3.23612292e+03 2.84262242e+04 4.36959463e+04 1.56887700e+03
4.35099998e+03 5.39978021e+03 1.77012984e+04 4.91192333e+02
1.26875356e+06 6.43377600e+03 6.85724001e-02 6.40194868e+02
4.20582592e+02 1.79432664e+04 1.22947334e+04 5.62983743e+08
3.05798610e+03 1.25538115e+07 1.07498792e-01 2.77799753e-02
7.46242904e+03 5.18967449e+04 6.25924869e+02]
iteration # 36700; log-lik = 233166.261515
[ 3.11751405e+05 2.74016256e+08 2.65908369e+04 6.23571405e+04
3.23620189e+03 2.84272108e+04 4.36963232e+04 1.56885616e+03
4.35088937e+03 5.39978863e+03 1.77011198e+04 4.91180365e+02
1.26854092e+06 6.43383820e+03 6.85816889e-02 6.40200605e+02
4.20577760e+02 1.79429731e+04 1.22940440e+04 5.63015723e+08
3.05793777e+03 1.25546947e+07 1.07497454e-01 2.77801307e-02
7.46223617e+03 5.18960549e+04 6.25921560e+02]
iteration # 36800; log-lik = 233166.261519
[ 3.11731991e+05 2.73983094e+08 2.65894650e+04 6.23571519e+04
3.23626106e+03 2.84283228e+04 4.36905355e+04 1.56863394e+03
4.35077733e+03 5.40009662e+03 1.77007015e+04 4.91217679e+02
1.26849499e+06 6.43401394e+03 6.86161283e-02 6.40274898e+02
4.20603869e+02 1.79430906e+04 1.22939121e+04 5.62734459e+08
3.05788706e+03 1.25477388e+07 1.07504668e-01 2.77812043e-02
7.46278256e+03 5.18967479e+04 6.25930209e+02]
iteration # 36900; log-lik = 233166.261529
[ 3.11748076e+05 2.73854975e+08 2.65899047e+04 6.23572059e+04
3.23626002e+03 2.84293954e+04 4.37009482e+04 1.56900137e+03
4.35094280e+03 5.40074715e+03 1.77016677e+04 4.91216102e+02
1.26783598e+06 6.43384660e+03 6.86660221e-02 6.40219915e+02
4.20560660e+02 1.79428637e+04 1.22937583e+04 5.62272146e+08
3.05815163e+03 1.25374570e+07 1.07516450e-01 2.77831284e-02
7.46318971e+03 5.18909075e+04 6.25858988e+02]
iteration # 37000; log-lik = 233166.261549
[ 3.11863237e+05 2.73885717e+08 2.65917450e+04 6.23598034e+04
3.23576759e+03 2.84236855e+04 4.36869261e+04 1.56874179e+03
4.35080924e+03 5.40156106e+03 1.77030606e+04 4.91125673e+02
1.26763537e+06 6.43371194e+03 6.86344037e-02 6.40143387e+02
4.20577759e+02 1.79422238e+04 1.22934794e+04 5.62671422e+08
3.05851337e+03 1.25468027e+07 1.07504313e-01 2.77803948e-02
7.46245023e+03 5.18880411e+04 6.25813673e+02]
iteration # 37100; log-lik = 233166.261586
[ 3.11943713e+05 2.74027270e+08 2.65927331e+04 6.23616338e+04
3.23625180e+03 2.84295246e+04 4.36776215e+04 1.56835866e+03
4.35092189e+03 5.40149414e+03 1.77038242e+04 4.91088169e+02
1.26811668e+06 6.43436012e+03 6.85892909e-02 6.40059539e+02
4.20516973e+02 1.79422473e+04 1.22924875e+04 5.63159781e+08
3.05799079e+03 1.25579680e+07 1.07498350e-01 2.77805998e-02
7.46258840e+03 5.18898647e+04 6.25863156e+02]
iteration # 37200; log-lik = 233166.261671
[ 3.12286109e+05 2.73880179e+08 2.65876160e+04 6.23528381e+04
3.23644977e+03 2.84311496e+04 4.36861811e+04 1.56890350e+03
4.35087868e+03 5.40120325e+03 1.77027270e+04 4.90947243e+02
1.26660325e+06 6.43871006e+03 6.86165207e-02 6.39721853e+02
4.20392616e+02 1.79402032e+04 1.22908644e+04 5.63269812e+08
3.05778629e+03 1.25633380e+07 1.07484505e-01 2.77793208e-02
7.46162467e+03 5.18896239e+04 6.25876651e+02]
iteration # 37300; log-lik = 233166.261725
[ 3.12241144e+05 2.73911651e+08 2.65846790e+04 6.23490098e+04
3.23631676e+03 2.84272899e+04 4.36671549e+04 1.56743849e+03
4.35090940e+03 5.39986959e+03 1.77047049e+04 4.90988108e+02
1.26675284e+06 6.43770753e+03 6.86388101e-02 6.39741419e+02
4.20400318e+02 1.79406683e+04 1.22922122e+04 5.63422412e+08
3.05790041e+03 1.25656978e+07 1.07469796e-01 2.77752567e-02
7.46201031e+03 5.18914230e+04 6.25863925e+02]
iteration # 37400; log-lik = 233166.261808
[ 3.12315566e+05 2.73965255e+08 2.65860239e+04 6.23482966e+04
3.23634813e+03 2.84272531e+04 4.36177683e+04 1.56458838e+03
4.35034993e+03 5.40015246e+03 1.77079275e+04 4.90948238e+02
1.26687581e+06 6.43826175e+03 6.86580774e-02 6.39681470e+02
4.20434253e+02 1.79392500e+04 1.22902192e+04 5.63881357e+08
3.05842909e+03 1.25775240e+07 1.07448710e-01 2.77710645e-02
7.46030356e+03 5.18972042e+04 6.25932643e+02]
iteration # 37500; log-lik = 233166.261974
[ 3.12758047e+05 2.72697468e+08 2.65789258e+04 6.23421666e+04
3.23650232e+03 2.84258639e+04 4.35844658e+04 1.56290051e+03
4.34985005e+03 5.40139097e+03 1.77107257e+04 4.91040428e+02
1.25979797e+06 6.44206601e+03 6.92587571e-02 6.40070942e+02
4.20797393e+02 1.79364382e+04 1.22887126e+04 5.59603940e+08
3.05882360e+03 1.24822933e+07 1.07507273e-01 2.77824929e-02
7.46094181e+03 5.18915329e+04 6.25852278e+02]
iteration # 37600; log-lik = 233166.262274
[ 3.13545167e+05 2.71541597e+08 2.65763576e+04 6.23320750e+04
3.23583620e+03 2.84159138e+04 4.35942859e+04 1.56128124e+03
4.35142334e+03 5.40155723e+03 1.77162330e+04 4.90863289e+02
1.25162534e+06 6.44419510e+03 6.98105291e-02 6.40345954e+02
4.20750654e+02 1.79380646e+04 1.22897773e+04 5.55903211e+08
3.05812955e+03 1.23978762e+07 1.07545311e-01 2.77896231e-02
7.46165850e+03 5.18676511e+04 6.25537988e+02]
iteration # 37700; log-lik = 233166.262494
[ 3.13880733e+05 2.70962450e+08 2.65729623e+04 6.23372600e+04
3.23467690e+03 2.83975560e+04 4.35945580e+04 1.56203710e+03
4.35205908e+03 5.40045820e+03 1.77139272e+04 4.90947233e+02
1.24760260e+06 6.44422657e+03 7.00489187e-02 6.40881279e+02
4.21077367e+02 1.79376562e+04 1.22940840e+04 5.53921921e+08
3.05796202e+03 1.23534200e+07 1.07563834e-01 2.77944421e-02
7.46211680e+03 5.18542918e+04 6.25384922e+02]
iteration # 37800; log-lik = 233166.262708
[ 3.14019451e+05 2.71558951e+08 2.65682774e+04 6.23379457e+04
3.23250964e+03 2.83728116e+04 4.36093538e+04 1.56318315e+03
4.35332131e+03 5.40001557e+03 1.77140908e+04 4.90930732e+02
1.24989381e+06 6.44546470e+03 6.97873423e-02 6.40845429e+02
4.20879448e+02 1.79371589e+04 1.23010946e+04 5.55380992e+08
3.05785887e+03 1.23852922e+07 1.07524848e-01 2.77847287e-02
7.46445186e+03 5.18465820e+04 6.25344705e+02]
iteration # 37900; log-lik = 233166.262906
[ 3.14172161e+05 2.72504513e+08 2.65698373e+04 6.23431442e+04
3.23167874e+03 2.83591313e+04 4.35336878e+04 1.55920574e+03
4.35375808e+03 5.39653911e+03 1.77140216e+04 4.91069185e+02
1.25326156e+06 6.44184109e+03 6.95002522e-02 6.40644037e+02
4.20779261e+02 1.79389837e+04 1.23056333e+04 5.58132673e+08
3.05720732e+03 1.24443933e+07 1.07448374e-01 2.77669218e-02
7.46552469e+03 5.18646652e+04 6.25554021e+02]
iteration # 38000; log-lik = 233166.263124
[ 3.14364737e+05 2.72490569e+08 2.65674740e+04 6.23469372e+04
3.23159343e+03 2.83584445e+04 4.35601824e+04 1.55907965e+03
4.35443527e+03 5.39654321e+03 1.77144792e+04 4.90987980e+02
1.25213119e+06 6.44035912e+03 6.94888256e-02 6.40781936e+02
4.20700984e+02 1.79382268e+04 1.23046209e+04 5.57923157e+08
3.05677092e+03 1.24393108e+07 1.07447043e-01 2.77664716e-02
7.46527932e+03 5.18817598e+04 6.25804277e+02]
iteration # 38100; log-lik = 233166.263286
[ 3.14672881e+05 2.71974766e+08 2.65654314e+04 6.23450541e+04
3.23195420e+03 2.83635354e+04 4.35726369e+04 1.55923749e+03
4.35508732e+03 5.39672392e+03 1.77130182e+04 4.91089936e+02
1.24868572e+06 6.44049973e+03 6.97689284e-02 6.40841612e+02
4.20842696e+02 1.79390000e+04 1.23051620e+04 5.55594999e+08
3.05652465e+03 1.23878321e+07 1.07490112e-01 2.77765131e-02
7.46609164e+03 5.18760868e+04 6.25755729e+02]
iteration # 38200; log-lik = 233166.263478
[ 3.15014524e+05 2.71798789e+08 2.65640804e+04 6.23471265e+04
3.23150888e+03 2.83612602e+04 4.35377199e+04 1.55702667e+03
4.35492547e+03 5.39755284e+03 1.77169326e+04 4.91209708e+02
1.24629006e+06 6.43949977e+03 6.98765846e-02 6.40720695e+02
4.20542076e+02 1.79356335e+04 1.23032896e+04 5.55641011e+08
3.05540156e+03 1.23862311e+07 1.07474652e-01 2.77721778e-02
7.46919996e+03 5.18743608e+04 6.25766399e+02]
iteration # 38300; log-lik = 233166.263716
[ 3.15576824e+05 2.71723019e+08 2.65701478e+04 6.23536927e+04
3.23151308e+03 2.83617025e+04 4.35601523e+04 1.55788692e+03
4.35622413e+03 5.39666710e+03 1.77179573e+04 4.91128370e+02
1.24366244e+06 6.43640991e+03 6.98977453e-02 6.40365036e+02
4.20345346e+02 1.79365842e+04 1.23050651e+04 5.55548113e+08
3.05455442e+03 1.23828510e+07 1.07473016e-01 2.77740122e-02
7.47115970e+03 5.18606315e+04 6.25611155e+02]
iteration # 38400; log-lik = 233166.264789
[ 3.16788433e+05 2.70531545e+08 2.65862993e+04 6.23973820e+04
3.23232432e+03 2.83745099e+04 4.34075776e+04 1.55097547e+03
4.35419338e+03 5.39641906e+03 1.77094552e+04 4.91188220e+02
1.23249263e+06 6.42286803e+03 7.06078754e-02 6.41219820e+02
4.21076622e+02 1.79352191e+04 1.22973693e+04 5.51981725e+08
3.05501615e+03 1.22990181e+07 1.07534281e-01 2.77860240e-02
7.47061921e+03 5.18568206e+04 6.25450691e+02]
iteration # 38500; log-lik = 233166.265696
[ 3.18933585e+05 2.68928896e+08 2.66002327e+04 6.24195528e+04
3.23309556e+03 2.83812487e+04 4.34381893e+04 1.55293839e+03
4.35195740e+03 5.39658180e+03 1.76935482e+04 4.91084412e+02
1.21675174e+06 6.41835410e+03 7.11087808e-02 6.40611815e+02
4.20776971e+02 1.79287907e+04 1.22905127e+04 5.49307327e+08
3.05420356e+03 1.22436114e+07 1.07539884e-01 2.77957604e-02
7.46699256e+03 5.18533099e+04 6.25513020e+02]
iteration # 38600; log-lik = 233166.266482
[ 3.21087762e+05 2.67951119e+08 2.66155113e+04 6.24358612e+04
3.23440416e+03 2.83992566e+04 4.34374273e+04 1.55427905e+03
4.34981450e+03 5.39460123e+03 1.76803799e+04 4.90873320e+02
1.20362997e+06 6.41236092e+03 7.14908421e-02 6.39193781e+02
4.20082519e+02 1.79265624e+04 1.22882654e+04 5.47909124e+08
3.05535873e+03 1.22159012e+07 1.07535862e-01 2.77963094e-02
7.46260712e+03 5.18310639e+04 6.25291716e+02]
iteration # 38700; log-lik = 233166.266901
[ 3.22105385e+05 2.66932628e+08 2.66130346e+04 6.24193537e+04
3.23548912e+03 2.84171408e+04 4.34713198e+04 1.55449022e+03
4.34963291e+03 5.39698242e+03 1.76822660e+04 4.90950862e+02
1.19531778e+06 6.41547334e+03 7.20570757e-02 6.38419781e+02
4.19528927e+02 1.79274297e+04 1.22879920e+04 5.44140829e+08
3.05606647e+03 1.21332053e+07 1.07592114e-01 2.78101680e-02
7.46300716e+03 5.18051786e+04 6.25097018e+02]
iteration # 38800; log-lik = 233166.267215
[ 3.23522078e+05 2.66134846e+08 2.66032798e+04 6.24110890e+04
3.23562318e+03 2.84231947e+04 4.33604255e+04 1.54896999e+03
4.34908990e+03 5.39781496e+03 1.76822736e+04 4.90845240e+02
1.18643433e+06 6.41739648e+03 7.26891122e-02 6.38571505e+02
4.19505722e+02 1.79276178e+04 1.22863456e+04 5.41370346e+08
3.05558131e+03 1.20739463e+07 1.07603697e-01 2.78153903e-02
7.46072043e+03 5.17920380e+04 6.24998271e+02]
iteration # 38900; log-lik = 233166.267581
[ 3.23841012e+05 2.65724069e+08 2.66029459e+04 6.24094326e+04
3.23649269e+03 2.84340499e+04 4.33490571e+04 1.54672121e+03
4.34883118e+03 5.39618700e+03 1.76780681e+04 4.91014763e+02
1.18328666e+06 6.41776575e+03 7.30100103e-02 6.39047073e+02
4.19512026e+02 1.79291996e+04 1.22865878e+04 5.39307971e+08
3.05540131e+03 1.20262826e+07 1.07634803e-01 2.78259261e-02
7.46131592e+03 5.17895385e+04 6.25019701e+02]
iteration # 39000; log-lik = 233166.267849
[ 3.23626780e+05 2.66305887e+08 2.65858746e+04 6.23848229e+04
3.23620903e+03 2.84369599e+04 4.33117893e+04 1.54446020e+03
4.34971850e+03 5.39522498e+03 1.76760082e+04 4.91206349e+02
1.18676868e+06 6.42353857e+03 7.30515527e-02 6.39624899e+02
4.19496281e+02 1.79351438e+04 1.22928530e+04 5.38774726e+08
3.05457753e+03 1.20132612e+07 1.07646371e-01 2.78293613e-02
7.46349020e+03 5.17908181e+04 6.25084492e+02]
iteration # 39100; log-lik = 233166.268093
[ 3.23625424e+05 2.67024030e+08 2.65941087e+04 6.24001659e+04
3.23664464e+03 2.84394623e+04 4.33503607e+04 1.54690576e+03
4.35107258e+03 5.39129944e+03 1.76698593e+04 4.91097641e+02
1.18999489e+06 6.42314541e+03 7.27150799e-02 6.39696074e+02
4.19697045e+02 1.79354643e+04 1.22967608e+04 5.39645536e+08
3.05594851e+03 1.20354610e+07 1.07648261e-01 2.78303035e-02
7.46232572e+03 5.18151579e+04 6.25387509e+02]
iteration # 39200; log-lik = 233166.268342
[ 3.24124349e+05 2.67197972e+08 2.65929626e+04 6.23988561e+04
3.23637245e+03 2.84374352e+04 4.33250250e+04 1.54573076e+03
4.35249431e+03 5.39191031e+03 1.76744186e+04 4.90947001e+02
1.18903276e+06 6.42429892e+03 7.27415336e-02 6.39762707e+02
4.19725647e+02 1.79360079e+04 1.22983875e+04 5.39296837e+08
3.05553539e+03 1.20296859e+07 1.07642271e-01 2.78317068e-02
7.46190410e+03 5.18274710e+04 6.25554561e+02]
iteration # 39300; log-lik = 233166.268552
[ 3.24691286e+05 2.66830792e+08 2.65894568e+04 6.23963613e+04
3.23683946e+03 2.84399208e+04 4.33407313e+04 1.54568577e+03
4.35251326e+03 5.39081167e+03 1.76708295e+04 4.91009371e+02
1.18539714e+06 6.42556274e+03 7.29534296e-02 6.39927858e+02
4.19817554e+02 1.79349135e+04 1.22991972e+04 5.37331442e+08
3.05555612e+03 1.19861514e+07 1.07659639e-01 2.78389130e-02
7.46225483e+03 5.18542148e+04 6.25892845e+02]
iteration # 39400; log-lik = 233166.268871
[ 3.25795258e+05 2.66415201e+08 2.65858522e+04 6.23930871e+04
3.23796768e+03 2.84494448e+04 4.33109507e+04 1.54289068e+03
4.35425666e+03 5.38848171e+03 1.76739310e+04 4.90716363e+02
1.17922914e+06 6.42553082e+03 7.33114475e-02 6.40380249e+02
4.19957101e+02 1.79361690e+04 1.22997388e+04 5.34750308e+08
3.05540287e+03 1.19302893e+07 1.07670648e-01 2.78462941e-02
7.45808748e+03 5.18996378e+04 6.26418544e+02]
iteration # 39500; log-lik = 233166.269050
[ 3.26320066e+05 2.65847756e+08 2.65926615e+04 6.23950654e+04
3.23906497e+03 2.84584863e+04 4.33080568e+04 1.54365543e+03
4.35479901e+03 5.38674932e+03 1.76735488e+04 4.90588837e+02
1.17482215e+06 6.42447348e+03 7.34821323e-02 6.40099193e+02
4.19892161e+02 1.79321705e+04 1.22964301e+04 5.34072538e+08
3.05542397e+03 1.19141233e+07 1.07671336e-01 2.78487317e-02
7.45847703e+03 5.19042819e+04 6.26392661e+02]
iteration # 39600; log-lik = 233166.269141
[ 3.26628316e+05 2.65202938e+08 2.65900846e+04 6.23896287e+04
3.23938278e+03 2.84597635e+04 4.32996484e+04 1.54249570e+03
4.35548405e+03 5.38698882e+03 1.76760783e+04 4.90601326e+02
1.17092995e+06 6.42480135e+03 7.38663048e-02 6.40350255e+02
4.20052135e+02 1.79341532e+04 1.22967980e+04 5.31468950e+08
3.05542831e+03 1.18538137e+07 1.07710036e-01 2.78566863e-02
7.45901060e+03 5.19043311e+04 6.26343351e+02]
iteration # 39700; log-lik = 233166.269207
[ 3.26868978e+05 2.65042388e+08 2.65905149e+04 6.23870211e+04
3.23938433e+03 2.84597577e+04 4.32893282e+04 1.54167325e+03
4.35567709e+03 5.38715966e+03 1.76767552e+04 4.90530267e+02
1.16929677e+06 6.42473697e+03 7.39512896e-02 6.40264556e+02
4.20016023e+02 1.79335751e+04 1.22954156e+04 5.31102015e+08
3.05583544e+03 1.18458410e+07 1.07706061e-01 2.78557040e-02
7.45781901e+03 5.19108692e+04 6.26396061e+02]
iteration # 39800; log-lik = 233166.269283
[ 3.27265032e+05 2.64914955e+08 2.65895084e+04 6.23794922e+04
3.23898336e+03 2.84540183e+04 4.32730389e+04 1.54044544e+03
4.35520061e+03 5.38629335e+03 1.76750525e+04 4.90455421e+02
1.16743968e+06 6.42619928e+03 7.40085734e-02 6.40017134e+02
4.19945835e+02 1.79326616e+04 1.22945007e+04 5.31307978e+08
3.05610760e+03 1.18520311e+07 1.07678847e-01 2.78509930e-02
7.45632740e+03 5.19100715e+04 6.26379253e+02]
iteration # 39900; log-lik = 233166.269369
[ 3.27262787e+05 2.64867540e+08 2.65939489e+04 6.23741722e+04
3.23863275e+03 2.84502849e+04 4.32867378e+04 1.54150646e+03
4.35596181e+03 5.38582643e+03 1.76737628e+04 4.90475837e+02
1.16715885e+06 6.42641765e+03 7.40104347e-02 6.39813886e+02
4.19800020e+02 1.79334652e+04 1.22958041e+04 5.31136505e+08
3.05638652e+03 1.18468277e+07 1.07681387e-01 2.78485922e-02
7.45657300e+03 5.19077854e+04 6.26302723e+02]
iteration # 40000; log-lik = 233166.269418
[ 3.27826550e+05 2.64723057e+08 2.65977404e+04 6.23716195e+04
3.23812298e+03 2.84464864e+04 4.32717683e+04 1.54081589e+03
4.35529357e+03 5.38622355e+03 1.76715607e+04 4.90526428e+02
1.16433911e+06 6.42474569e+03 7.40733956e-02 6.39220031e+02
4.19507713e+02 1.79325412e+04 1.22950269e+04 5.31371031e+08
3.05627761e+03 1.18520171e+07 1.07657480e-01 2.78430158e-02
7.45664078e+03 5.19037850e+04 6.26250727e+02]
iteration # 40100; log-lik = 233166.269475
[ 3.28495114e+05 2.64232275e+08 2.65990630e+04 6.23688116e+04
3.23841015e+03 2.84525757e+04 4.32578290e+04 1.53939843e+03
4.35551803e+03 5.38643181e+03 1.76700170e+04 4.90562835e+02
1.15977339e+06 6.42488914e+03 7.44136768e-02 6.39226264e+02
4.19536992e+02 1.79329324e+04 1.22939850e+04 5.29193506e+08
3.05621337e+03 1.18040038e+07 1.07687069e-01 2.78506051e-02
7.45619730e+03 5.19111616e+04 6.26337792e+02]
iteration # 40200; log-lik = 233166.269523
[ 3.28557949e+05 2.63920811e+08 2.66005435e+04 6.23696361e+04
3.23816875e+03 2.84493771e+04 4.32922810e+04 1.54148281e+03
4.35578747e+03 5.38760051e+03 1.76706698e+04 4.90591166e+02
1.15803774e+06 6.42474453e+03 7.45051793e-02 6.39202254e+02
4.19554149e+02 1.79333452e+04 1.22948972e+04 5.28148425e+08
3.05606786e+03 1.17810869e+07 1.07707224e-01 2.78551949e-02
7.45557672e+03 5.19110612e+04 6.26319016e+02]
iteration # 40300; log-lik = 233166.269556
[ 3.28780190e+05 2.63651811e+08 2.65987547e+04 6.23671905e+04
3.23775870e+03 2.84448955e+04 4.32986514e+04 1.54110419e+03
4.35615478e+03 5.38754042e+03 1.76720870e+04 4.90649678e+02
1.15618982e+06 6.42564762e+03 7.47048622e-02 6.39267925e+02
4.19696361e+02 1.79344694e+04 1.22967998e+04 5.26539530e+08
3.05615415e+03 1.17453051e+07 1.07733513e-01 2.78596346e-02
7.45631478e+03 5.19108767e+04 6.26306618e+02]
iteration # 40400; log-lik = 233166.269600
[ 3.28702916e+05 2.63491411e+08 2.66010187e+04 6.23721937e+04
3.23779723e+03 2.84451504e+04 4.32964970e+04 1.54136395e+03
4.35609959e+03 5.38705580e+03 1.76735700e+04 4.90687214e+02
1.15574296e+06 6.42438270e+03 7.47898915e-02 6.39270483e+02
4.19777895e+02 1.79351532e+04 1.22977528e+04 5.25925754e+08
3.05667366e+03 1.17303275e+07 1.07751953e-01 2.78611363e-02
7.45657646e+03 5.19054910e+04 6.26168723e+02]
iteration # 40500; log-lik = 233166.269638
[ 3.28689516e+05 2.63286431e+08 2.66045035e+04 6.23803552e+04
3.23810895e+03 2.84491670e+04 4.33074832e+04 1.54185427e+03
4.35619031e+03 5.38776329e+03 1.76760546e+04 4.90634295e+02
1.15485645e+06 6.42331345e+03 7.48288240e-02 6.39297257e+02
4.19806153e+02 1.79342815e+04 1.22955925e+04 5.25675196e+08
3.05670887e+03 1.17249739e+07 1.07762412e-01 2.78643085e-02
7.45513638e+03 5.19053550e+04 6.26149566e+02]
iteration # 40600; log-lik = 233166.269667
[ 3.28914924e+05 2.62789530e+08 2.66052103e+04 6.23778668e+04
3.23822936e+03 2.84502105e+04 4.33012451e+04 1.54083982e+03
4.35609385e+03 5.38789810e+03 1.76787992e+04 4.90651425e+02
1.15206233e+06 6.42393672e+03 7.50773660e-02 6.39324752e+02
4.19835571e+02 1.79340180e+04 1.22941319e+04 5.24436054e+08
3.05646210e+03 1.16962883e+07 1.07777097e-01 2.78687148e-02
7.45543189e+03 5.18981960e+04 6.26032422e+02]
iteration # 40700; log-lik = 233166.269698
[ 3.29264047e+05 2.62373631e+08 2.66085613e+04 6.23823178e+04
3.23873738e+03 2.84588658e+04 4.32986379e+04 1.54042865e+03
4.35540446e+03 5.38918989e+03 1.76796980e+04 4.90718428e+02
1.14909104e+06 6.42379855e+03 7.52640973e-02 6.39060068e+02
4.19644834e+02 1.79327171e+04 1.22908874e+04 5.23681272e+08
3.05604788e+03 1.16788302e+07 1.07789942e-01 2.78728403e-02
7.45528905e+03 5.18923285e+04 6.25979420e+02]
iteration # 40800; log-lik = 233166.269712
[ 3.29327826e+05 2.62397802e+08 2.66081651e+04 6.23804351e+04
3.23884450e+03 2.84594147e+04 4.32966575e+04 1.54025239e+03
4.35569096e+03 5.38813213e+03 1.76793632e+04 4.90686179e+02
1.14900449e+06 6.42440687e+03 7.52574215e-02 6.39024963e+02
4.19631393e+02 1.79329374e+04 1.22911575e+04 5.23834806e+08
3.05603809e+03 1.16823685e+07 1.07782670e-01 2.78719678e-02
7.45461724e+03 5.18930999e+04 6.25979547e+02]
iteration # 40900; log-lik = 233166.269738
[ 3.29316567e+05 2.62557139e+08 2.66079597e+04 6.23842012e+04
3.23902286e+03 2.84612035e+04 4.33016382e+04 1.54013563e+03
4.35600842e+03 5.38712194e+03 1.76778577e+04 4.90717301e+02
1.14966187e+06 6.42336254e+03 7.51608751e-02 6.39028818e+02
4.19572170e+02 1.79333509e+04 1.22911563e+04 5.24631491e+08
3.05524760e+03 1.16990840e+07 1.07766793e-01 2.78709056e-02
7.45444920e+03 5.18922149e+04 6.26002484e+02]
iteration # 41000; log-lik = 233166.269754
[ 3.29224167e+05 2.62504315e+08 2.66061862e+04 6.23838767e+04
3.23909067e+03 2.84617297e+04 4.32956520e+04 1.53971981e+03
4.35609619e+03 5.38659555e+03 1.76770713e+04 4.90793188e+02
1.14977975e+06 6.42309477e+03 7.52072400e-02 6.39174065e+02
4.19611282e+02 1.79341045e+04 1.22915586e+04 5.24419025e+08
3.05495756e+03 1.16922521e+07 1.07771614e-01 2.78718406e-02
7.45521181e+03 5.18906850e+04 6.25963130e+02]
iteration # 41100; log-lik = 233166.269768
[ 3.29370778e+05 2.62291320e+08 2.66046964e+04 6.23825872e+04
3.23904298e+03 2.84615819e+04 4.32947260e+04 1.53954647e+03
4.35629136e+03 5.38660947e+03 1.76773489e+04 4.90794437e+02
1.14837750e+06 6.42373121e+03 7.53371079e-02 6.39259053e+02
4.19668678e+02 1.79346968e+04 1.22916350e+04 5.23596770e+08
3.05485423e+03 1.16732145e+07 1.07784657e-01 2.78748761e-02
7.45511889e+03 5.18894748e+04 6.25931305e+02]
iteration # 41200; log-lik = 233166.269776
[ 3.29362506e+05 2.62266862e+08 2.66035813e+04 6.23827222e+04
3.23884964e+03 2.84602106e+04 4.32905671e+04 1.53947164e+03
4.35629592e+03 5.38718605e+03 1.76770570e+04 4.90818766e+02
1.14835728e+06 6.42385194e+03 7.53706131e-02 6.39356507e+02
4.19728448e+02 1.79353455e+04 1.22918782e+04 5.23306220e+08
3.05471964e+03 1.16657908e+07 1.07792600e-01 2.78761021e-02
7.45554897e+03 5.18892928e+04 6.25923779e+02]
iteration # 41300; log-lik = 233166.269783
[ 3.29329264e+05 2.62167013e+08 2.66052839e+04 6.23829582e+04
3.23894934e+03 2.84615850e+04 4.32908525e+04 1.53953404e+03
4.35603443e+03 5.38726941e+03 1.76774068e+04 4.90815025e+02
1.14798690e+06 6.42346721e+03 7.53805768e-02 6.39306884e+02
4.19726496e+02 1.79342486e+04 1.22903705e+04 5.23411290e+08
3.05464043e+03 1.16684006e+07 1.07790163e-01 2.78758342e-02
7.45512097e+03 5.18898877e+04 6.25921605e+02]
iteration # 41400; log-lik = 233166.269798
[ 3.29324144e+05 2.62147895e+08 2.66068024e+04 6.23846004e+04
3.23893300e+03 2.84606196e+04 4.33030699e+04 1.53989205e+03
4.35584110e+03 5.38717184e+03 1.76776723e+04 4.90796554e+02
1.14785023e+06 6.42257575e+03 7.53199205e-02 6.39261887e+02
4.19672045e+02 1.79331550e+04 1.22891625e+04 5.23918539e+08
3.05421388e+03 1.16791885e+07 1.07777263e-01 2.78744525e-02
7.45520620e+03 5.18922284e+04 6.25963278e+02]
iteration # 41500; log-lik = 233166.269820
[ 3.29464055e+05 2.61902158e+08 2.66053192e+04 6.23800749e+04
3.23862158e+03 2.84570086e+04 4.33020764e+04 1.53970670e+03
4.35575522e+03 5.38714914e+03 1.76780168e+04 4.90807135e+02
1.14631521e+06 6.42323739e+03 7.54308394e-02 6.39325098e+02
4.19732805e+02 1.79328191e+04 1.22885784e+04 5.23339811e+08
3.05383045e+03 1.16653834e+07 1.07779509e-01 2.78755086e-02
7.45534851e+03 5.18951749e+04 6.25982171e+02]
iteration # 41600; log-lik = 233166.269844
[ 3.29831936e+05 2.61810608e+08 2.66053012e+04 6.23765756e+04
3.23841750e+03 2.84531751e+04 4.33158793e+04 1.54002614e+03
4.35628888e+03 5.38580614e+03 1.76797789e+04 4.90705107e+02
1.14457557e+06 6.42347069e+03 7.54753766e-02 6.39307310e+02
4.19735279e+02 1.79336948e+04 1.22897858e+04 5.22931360e+08
3.05343836e+03 1.16553378e+07 1.07775228e-01 2.78761031e-02
7.45548406e+03 5.19042037e+04 6.26085566e+02]
iteration # 41700; log-lik = 233166.269869
[ 3.29595693e+05 2.61798637e+08 2.66058004e+04 6.23788143e+04
3.23831162e+03 2.84526690e+04 4.33247112e+04 1.54088046e+03
4.35559322e+03 5.38706880e+03 1.76809313e+04 4.90776447e+02
1.14533950e+06 6.42310045e+03 7.54365456e-02 6.39298341e+02
4.19726126e+02 1.79335889e+04 1.22888735e+04 5.23088856e+08
3.05316744e+03 1.16579931e+07 1.07781916e-01 2.78764244e-02
7.45656595e+03 5.19028791e+04 6.26067380e+02]
iteration # 41800; log-lik = 233166.269883
[ 3.29622846e+05 2.61810364e+08 2.66059512e+04 6.23776417e+04
3.23844061e+03 2.84555809e+04 4.33176294e+04 1.54094736e+03
4.35542693e+03 5.38727320e+03 1.76811556e+04 4.90824010e+02
1.14525345e+06 6.42347706e+03 7.54645723e-02 6.39251986e+02
4.19682200e+02 1.79342066e+04 1.22889639e+04 5.22903050e+08
3.05307073e+03 1.16534022e+07 1.07789420e-01 2.78774626e-02
7.45716078e+03 5.19033199e+04 6.26072969e+02]
iteration # 41900; log-lik = 233166.269900
[ 3.29714874e+05 2.61551497e+08 2.66048311e+04 6.23744054e+04
3.23848378e+03 2.84593860e+04 4.33170300e+04 1.54093855e+03
4.35492994e+03 5.38851895e+03 1.76806969e+04 4.90920239e+02
1.14368577e+06 6.42343340e+03 7.55993601e-02 6.39172966e+02
4.19576744e+02 1.79335611e+04 1.22872414e+04 5.22195792e+08
3.05297305e+03 1.16371141e+07 1.07803192e-01 2.78798962e-02
7.45756276e+03 5.19032641e+04 6.26071747e+02]
iteration # 42000; log-lik = 233166.269921
[ 3.29531873e+05 2.61639722e+08 2.66044674e+04 6.23743977e+04
3.23853625e+03 2.84603797e+04 4.33195120e+04 1.54130000e+03
4.35465776e+03 5.38884631e+03 1.76807736e+04 4.90929826e+02
1.14486800e+06 6.42416991e+03 7.55403811e-02 6.39283725e+02
4.19640748e+02 1.79339963e+04 1.22863674e+04 5.22441995e+08
3.05272789e+03 1.16424192e+07 1.07805738e-01 2.78808082e-02
7.45774530e+03 5.19079249e+04 6.26122595e+02]
iteration # 42100; log-lik = 233166.269963
[ 3.29503502e+05 2.61602567e+08 2.66026876e+04 6.23716589e+04
3.23871363e+03 2.84650598e+04 4.33360834e+04 1.54212021e+03
4.35449428e+03 5.38973464e+03 1.76825526e+04 4.90880481e+02
1.14484631e+06 6.42471662e+03 7.54985612e-02 6.39259691e+02
4.19505146e+02 1.79333034e+04 1.22834316e+04 5.22707781e+08
3.05256950e+03 1.16481154e+07 1.07803560e-01 2.78819783e-02
7.45717994e+03 5.19179074e+04 6.26239028e+02]
iteration # 42200; log-lik = 233166.270033
[ 3.29578640e+05 2.61750353e+08 2.66042884e+04 6.23789135e+04
3.23894296e+03 2.84689099e+04 4.33608875e+04 1.54368835e+03
4.35420606e+03 5.38964163e+03 1.76820861e+04 4.90764374e+02
1.14514589e+06 6.42355679e+03 7.53103063e-02 6.39083456e+02
4.19403915e+02 1.79318786e+04 1.22808698e+04 5.23873074e+08
3.05300038e+03 1.16769441e+07 1.07783841e-01 2.78812770e-02
7.45428135e+03 5.19257853e+04 6.26360315e+02]
iteration # 42300; log-lik = 233166.270111
[ 3.29973744e+05 2.61432277e+08 2.66038056e+04 6.23800132e+04
3.23940464e+03 2.84786609e+04 4.33965286e+04 1.54620588e+03
4.35372517e+03 5.39002702e+03 1.76813115e+04 4.90811286e+02
1.14235770e+06 6.42260989e+03 7.54409551e-02 6.39071672e+02
4.19484883e+02 1.79336297e+04 1.22791126e+04 5.22376207e+08
3.05315251e+03 1.16431783e+07 1.07822593e-01 2.78931047e-02
7.45348017e+03 5.19466183e+04 6.26623792e+02]
iteration # 42400; log-lik = 233166.270139
[ 3.29692086e+05 2.61598860e+08 2.66063798e+04 6.23811200e+04
3.23931922e+03 2.84747933e+04 4.34017444e+04 1.54663112e+03
4.35424271e+03 5.38887537e+03 1.76829051e+04 4.90796820e+02
1.14391632e+06 6.42127596e+03 7.53050759e-02 6.38958932e+02
4.19507991e+02 1.79334190e+04 1.22804602e+04 5.23332899e+08
3.05344907e+03 1.16649907e+07 1.07805001e-01 2.78891663e-02
7.45312729e+03 5.19363601e+04 6.26496716e+02]
iteration # 42500; log-lik = 233166.270167
[ 3.29670919e+05 2.61568918e+08 2.66044354e+04 6.23770291e+04
3.23966514e+03 2.84783212e+04 4.33975781e+04 1.54725875e+03
4.35431102e+03 5.38837701e+03 1.76829821e+04 4.90771352e+02
1.14402288e+06 6.42262089e+03 7.53425101e-02 6.38973267e+02
4.19622822e+02 1.79347141e+04 1.22808766e+04 5.22942064e+08
3.05390866e+03 1.16576068e+07 1.07818142e-01 2.78920865e-02
7.45241647e+03 5.19355670e+04 6.26480224e+02]
iteration # 42600; log-lik = 233166.270182
[ 3.29865981e+05 2.61212508e+08 2.66016366e+04 6.23746652e+04
3.23953494e+03 2.84766800e+04 4.34049953e+04 1.54761111e+03
4.35444265e+03 5.38839120e+03 1.76841952e+04 4.90784006e+02
1.14180389e+06 6.42290018e+03 7.55124438e-02 6.39094355e+02
4.19694300e+02 1.79349119e+04 1.22808872e+04 5.21846796e+08
3.05360051e+03 1.16324481e+07 1.07834076e-01 2.78963893e-02
7.45277100e+03 5.19344034e+04 6.26457063e+02]
iteration # 42700; log-lik = 233166.270194
[ 3.30181993e+05 2.60932558e+08 2.66006781e+04 6.23734620e+04
3.23956756e+03 2.84772797e+04 4.34055669e+04 1.54794328e+03
4.35438057e+03 5.38849700e+03 1.76857205e+04 4.90736739e+02
1.13951801e+06 6.42290841e+03 7.56514093e-02 6.39147778e+02
4.19779089e+02 1.79350854e+04 1.22805326e+04 5.20917695e+08
3.05359566e+03 1.16123342e+07 1.07847187e-01 2.79008826e-02
7.45233178e+03 5.19370297e+04 6.26498844e+02]
iteration # 42800; log-lik = 233166.270208
[ 3.30337032e+05 2.60680183e+08 2.65980384e+04 6.23692237e+04
3.23988136e+03 2.84808784e+04 4.34042807e+04 1.54801311e+03
4.35445721e+03 5.38827884e+03 1.76853217e+04 4.90760711e+02
1.13793911e+06 6.42404484e+03 7.57782384e-02 6.39190667e+02
4.19741943e+02 1.79349995e+04 1.22799035e+04 5.20269992e+08
3.05317176e+03 1.15978910e+07 1.07854900e-01 2.79037291e-02
7.45200620e+03 5.19365363e+04 6.26509073e+02]
iteration # 42900; log-lik = 233166.270224
[ 3.30573463e+05 2.60280668e+08 2.65956917e+04 6.23682120e+04
3.23984170e+03 2.84799940e+04 4.34036448e+04 1.54785686e+03
4.35430431e+03 5.38822458e+03 1.76846339e+04 4.90755486e+02
1.13537126e+06 6.42404227e+03 7.59635054e-02 6.39336195e+02
4.19746598e+02 1.79342689e+04 1.22792455e+04 5.19360659e+08
3.05306502e+03 1.15770179e+07 1.07864947e-01 2.79068963e-02
7.45243537e+03 5.19275625e+04 6.26400641e+02]
iteration # 43000; log-lik = 233166.270236
[ 3.30725035e+05 2.60333801e+08 2.65971144e+04 6.23714209e+04
3.23993126e+03 2.84802379e+04 4.34065275e+04 1.54803740e+03
4.35449917e+03 5.38768678e+03 1.76843457e+04 4.90646463e+02
1.13507963e+06 6.42370669e+03 7.59283809e-02 6.39413212e+02
4.19783840e+02 1.79343781e+04 1.22792328e+04 5.19458979e+08
3.05318240e+03 1.15802386e+07 1.07861680e-01 2.79072745e-02
7.45151590e+03 5.19328290e+04 6.26469214e+02]
iteration # 43100; log-lik = 233166.270253
[ 3.30867151e+05 2.60179907e+08 2.65980197e+04 6.23727211e+04
3.23993666e+03 2.84807112e+04 4.34032406e+04 1.54835956e+03
4.35417987e+03 5.38729629e+03 1.76830708e+04 4.90696359e+02
1.13384133e+06 6.42317197e+03 7.59955075e-02 6.39426938e+02
4.19768575e+02 1.79346126e+04 1.22791282e+04 5.19167972e+08
3.05308688e+03 1.15736724e+07 1.07866926e-01 2.79089915e-02
7.45158741e+03 5.19269771e+04 6.26415593e+02]
iteration # 43200; log-lik = 233166.270261
[ 3.30943247e+05 2.60037664e+08 2.65996609e+04 6.23741786e+04
3.23995980e+03 2.84809398e+04 4.34055729e+04 1.54867419e+03
4.35408526e+03 5.38711355e+03 1.76827205e+04 4.90712510e+02
1.13288395e+06 6.42233068e+03 7.60561019e-02 6.39458053e+02
4.19778346e+02 1.79346282e+04 1.22791607e+04 5.18744150e+08
3.05323011e+03 1.15641942e+07 1.07875493e-01 2.79104819e-02
7.45163792e+03 5.19260364e+04 6.26396645e+02]
iteration # 43300; log-lik = 233166.270267
[ 3.31033344e+05 2.59931998e+08 2.66000440e+04 6.23754312e+04
3.24000479e+03 2.84812269e+04 4.34039491e+04 1.54869706e+03
4.35396180e+03 5.38738556e+03 1.76835926e+04 4.90678865e+02
1.13208849e+06 6.42222608e+03 7.60939871e-02 6.39483701e+02
4.19786462e+02 1.79339458e+04 1.22784632e+04 5.18520348e+08
3.05343722e+03 1.15601108e+07 1.07877330e-01 2.79112775e-02
7.45097170e+03 5.19279457e+04 6.26423817e+02]
iteration # 43400; log-lik = 233166.270273
[ 3.31235741e+05 2.59692774e+08 2.66003375e+04 6.23765449e+04
3.23992130e+03 2.84797526e+04 4.34070044e+04 1.54897288e+03
4.35377584e+03 5.38745168e+03 1.76839089e+04 4.90688858e+02
1.13035497e+06 6.42213419e+03 7.61937058e-02 6.39489673e+02
4.19763589e+02 1.79335502e+04 1.22782768e+04 5.17908395e+08
3.05350244e+03 1.15464828e+07 1.07883950e-01 2.79128213e-02
7.45086356e+03 5.19277160e+04 6.26421900e+02]
iteration # 43500; log-lik = 233166.270279
[ 3.31327450e+05 2.59561380e+08 2.65993648e+04 6.23752567e+04
3.23981102e+03 2.84779275e+04 4.34034762e+04 1.54875447e+03
4.35389092e+03 5.38744959e+03 1.76849001e+04 4.90718726e+02
1.12955078e+06 6.42267364e+03 7.62831683e-02 6.39560610e+02
4.19789838e+02 1.79338763e+04 1.22790380e+04 5.17260479e+08
3.05350776e+03 1.15314476e+07 1.07892525e-01 2.79141054e-02
7.45117355e+03 5.19301532e+04 6.26443774e+02]
iteration # 43600; log-lik = 233166.270282
[ 3.31300379e+05 2.59620060e+08 2.65986608e+04 6.23761485e+04
3.23964233e+03 2.84748865e+04 4.34023899e+04 1.54868444e+03
4.35404610e+03 5.38702910e+03 1.76848878e+04 4.90724073e+02
1.12995241e+06 6.42275772e+03 7.62681795e-02 6.39628691e+02
4.19839873e+02 1.79344070e+04 1.22803444e+04 5.17244728e+08
3.05364287e+03 1.15311508e+07 1.07892104e-01 2.79135889e-02
7.45131770e+03 5.19291790e+04 6.26428039e+02]
iteration # 43700; log-lik = 233166.270283
[ 3.31350222e+05 2.59551902e+08 2.65984920e+04 6.23757914e+04
3.23964693e+03 2.84751472e+04 4.34040266e+04 1.54885939e+03
4.35397320e+03 5.38727306e+03 1.76852415e+04 4.90736657e+02
1.12954125e+06 6.42294839e+03 7.63051165e-02 6.39622363e+02
4.19846863e+02 1.79346443e+04 1.22803725e+04 5.16918076e+08
3.05377561e+03 1.15238691e+07 1.07898364e-01 2.79147999e-02
7.45116832e+03 5.19315271e+04 6.26454846e+02]
iteration # 43800; log-lik = 233166.270283
[ 3.31353705e+05 2.59539542e+08 2.65986574e+04 6.23759619e+04
3.23961405e+03 2.84746275e+04 4.34011469e+04 1.54888623e+03
4.35392072e+03 5.38720687e+03 1.76852508e+04 4.90734915e+02
1.12948415e+06 6.42299272e+03 7.63107098e-02 6.39641720e+02
4.19861548e+02 1.79346362e+04 1.22804768e+04 5.16895719e+08
3.05382520e+03 1.15235228e+07 1.07898681e-01 2.79147740e-02
7.45109454e+03 5.19307748e+04 6.26442971e+02]
iteration # 43900; log-lik = 233166.270284
[ 3.31376653e+05 2.59536629e+08 2.65986557e+04 6.23762790e+04
3.23957677e+03 2.84741664e+04 4.34000296e+04 1.54887605e+03
4.35393259e+03 5.38717001e+03 1.76854215e+04 4.90724569e+02
1.12939909e+06 6.42300053e+03 7.63120253e-02 6.39643266e+02
4.19870315e+02 1.79345333e+04 1.22805344e+04 5.16881313e+08
3.05392175e+03 1.15234276e+07 1.07898145e-01 2.79146825e-02
7.45089436e+03 5.19312860e+04 6.26447088e+02]
iteration # 44000; log-lik = 233166.270284
[ 3.31365398e+05 2.59570221e+08 2.65985344e+04 6.23759844e+04
3.23953839e+03 2.84737366e+04 4.33987364e+04 1.54879088e+03
4.35394339e+03 5.38711768e+03 1.76853171e+04 4.90721929e+02
1.12958632e+06 6.42307700e+03 7.62973351e-02 6.39639004e+02
4.19863737e+02 1.79345116e+04 1.22806122e+04 5.16987266e+08
3.05392707e+03 1.15258108e+07 1.07895527e-01 2.79140349e-02
7.45085576e+03 5.19316638e+04 6.26450912e+02]
iteration # 44100; log-lik = 233166.270284
[ 3.31352318e+05 2.59589848e+08 2.65985471e+04 6.23758341e+04
3.23953965e+03 2.84738628e+04 4.33984520e+04 1.54876645e+03
4.35392015e+03 5.38715909e+03 1.76852785e+04 4.90718955e+02
1.12972190e+06 6.42313494e+03 7.62853017e-02 6.39631964e+02
4.19855457e+02 1.79344495e+04 1.22804600e+04 5.17079934e+08
3.05389989e+03 1.15278863e+07 1.07893881e-01 2.79137243e-02
7.45083233e+03 5.19319172e+04 6.26455227e+02]
iteration # 44200; log-lik = 233166.270284
[ 3.31353395e+05 2.59593591e+08 2.65985891e+04 6.23758250e+04
3.23952701e+03 2.84737039e+04 4.33979590e+04 1.54876448e+03
4.35389086e+03 5.38714573e+03 1.76852673e+04 4.90714240e+02
1.12973524e+06 6.42312387e+03 7.62796858e-02 6.39626503e+02
4.19851495e+02 1.79343731e+04 1.22803843e+04 5.17135190e+08
3.05391248e+03 1.15291830e+07 1.07892367e-01 2.79134445e-02
7.45073390e+03 5.19319949e+04 6.26455676e+02]
Optimization terminated successfully.
Current function value: -233166.270284
Iterations: 44217
Function evaluations: 53527
HJCFIT Fitting finished: 2016/02/11 18:25:00
CPU time in simplex= 15126.733401
Wallclock time in simplex= 16448.24842786789
result=
final_simplex: (array([[ 12.71094139, 19.37463292, 10.18861095, 11.0409333 ,
8.08318318, 10.25673695, 10.67816552, 7.34521232,
8.37882443, 8.59177223, 9.78048392, 6.19586334,
13.93749875, 8.76766302, -2.57334938, 6.46088741,
6.0399021 , 9.79447483, 9.41575851, 20.06381404,
8.02417709, 16.26039119, -2.22662054, -3.57864628,
8.91606911, 10.85769009, 6.4400787 ],
[ 12.71094747, 19.37465845, 10.18860868, 11.04093206,
8.08317986, 10.25673106, 10.6781628 , 7.3452054 ,
8.37882895, 8.59176545, 9.78048741, 6.19585844,
13.937521 , 8.76766667, -2.57338701, 6.46088795,
6.03990144, 9.79447582, 9.41576365, 20.06384533,
8.02417673, 16.26042429, -2.22662656, -3.57865058,
8.91606419, 10.85769517, 6.44008328],
[ 12.71096174, 19.37462264, 10.18861023, 11.04093266,
8.08317973, 10.25673178, 10.6781636 , 7.34520299,
8.37882457, 8.59176909, 9.78048587, 6.19585874,
13.93747168, 8.76766707, -2.57333981, 6.46088835,
6.03990165, 9.79447348, 9.41575781, 20.06381573,
8.02417725, 16.26039498, -2.22662422, -3.57864777,
8.9160651 , 10.85769119, 6.44007994],
[ 12.71092893, 19.37467178, 10.18861301, 11.04093382,
8.08318007, 10.25673187, 10.67816224, 7.34520134,
8.37882584, 8.59176934, 9.7804863 , 6.19585906,
13.93755211, 8.76766336, -2.57342236, 6.4608822 ,
6.03989905, 9.79447387, 9.41575973, 20.06388275,
8.02418046, 16.26046319, -2.22662823, -3.57865338,
8.91606421, 10.85769346, 6.44008153],
[ 12.71094074, 19.37462785, 10.18861345, 11.04093306,
8.08318261, 10.25673627, 10.67816769, 7.34521278,
8.37882518, 8.59177097, 9.78048721, 6.19586196,
13.93749387, 8.76765986, -2.57334862, 6.46088442,
6.03990106, 9.79447444, 9.41575849, 20.06381489,
8.02417883, 16.26039203, -2.22662115, -3.57864682,
8.91606782, 10.85769035, 6.44007802],
[ 12.71093814, 19.37464292, 10.1886127 , 11.04093255,
8.08318227, 10.25673504, 10.67815718, 7.34520891,
8.37882483, 8.59177014, 9.7804873 , 6.19586188,
13.9375168 , 8.76766744, -2.57336054, 6.46088702,
6.03990299, 9.79447552, 9.41576093, 20.06381905,
8.02418104, 16.26039736, -2.22662165, -3.57864813,
8.91606605, 10.85769336, 6.44008057],
[ 12.71094519, 19.37463778, 10.18861326, 11.04093422,
8.08318109, 10.25673288, 10.67816468, 7.3452086 ,
8.37882606, 8.5917718 , 9.7804854 , 6.19586102,
13.93750109, 8.76766168, -2.57335402, 6.46088821,
6.03990791, 9.79447515, 9.41576129, 20.06380632,
8.02418136, 16.26038533, -2.22662074, -3.57864694,
8.91606643, 10.85769224, 6.4400804 ],
[ 12.71095853, 19.37461741, 10.18861061, 11.040932 ,
8.08318189, 10.25673576, 10.67816034, 7.3452046 ,
8.37882305, 8.59177269, 9.7804845 , 6.1958633 ,
13.9374693 , 8.76766825, -2.57332093, 6.46088761,
6.03989663, 9.79447406, 9.41575754, 20.06379437,
8.02417766, 16.26037285, -2.22662091, -3.57864645,
8.91606705, 10.85769135, 6.44008058],
[ 12.71096124, 19.37461485, 10.18861248, 11.04093331,
8.08318279, 10.25673663, 10.6781596 , 7.34520617,
8.37882545, 8.59177231, 9.78048705, 6.19586083,
13.93746165, 8.76766469, -2.57331051, 6.46088604,
6.0399 , 9.7944748 , 9.41575895, 20.0637801 ,
8.02418087, 16.26035974, -2.22661903, -3.57864545,
8.91606511, 10.85769066, 6.44007838],
[ 12.71093194, 19.37465252, 10.18861043, 11.04093239,
8.08317853, 10.25673134, 10.67816043, 7.34520143,
8.37882435, 8.59177217, 9.78048441, 6.19586523,
13.93753042, 8.76766615, -2.57337213, 6.46088802,
6.0399005 , 9.7944752 , 9.41576145, 20.063834 ,
8.0241781 , 16.26040973, -2.22662291, -3.57864974,
8.91607181, 10.8576899 , 6.44007799],
[ 12.71095305, 19.37463266, 10.18861131, 11.04093291,
8.08318147, 10.25673486, 10.67815963, 7.34520341,
8.37882717, 8.59176925, 9.78048616, 6.19586201,
13.93748922, 8.76766507, -2.57333335, 6.4608877 ,
6.03990528, 9.79447571, 9.41576155, 20.06379514,
8.02418023, 16.26037351, -2.22662005, -3.57864615,
8.91606623, 10.85769147, 6.44007947],
[ 12.71095799, 19.37461402, 10.18861063, 11.04093218,
8.08318094, 10.25673516, 10.67816743, 7.34521118,
8.37882468, 8.59177356, 9.78048666, 6.19586478,
13.93746496, 8.7676664 , -2.5733108 , 6.46088522,
6.03989718, 9.79447524, 9.41575923, 20.06377522,
8.02417877, 16.26035225, -2.22661844, -3.57864498,
8.91606859, 10.85769132, 6.44007954],
[ 12.71092724, 19.37465068, 10.18861056, 11.04093205,
8.08318187, 10.25673464, 10.67816731, 7.3452087 ,
8.37882774, 8.59177067, 9.78048726, 6.19586565,
13.93753317, 8.76766739, -2.57336261, 6.46088902,
6.03990319, 9.79447713, 9.41576324, 20.06380963,
8.02417733, 16.26038486, -2.22661977, -3.57864689,
8.91607114, 10.85769286, 6.44008054],
[ 12.71096336, 19.37460808, 10.18861394, 11.04093481,
8.08318177, 10.25673543, 10.67816043, 7.3452061 ,
8.37882312, 8.59177509, 9.78048645, 6.1958629 ,
13.93745413, 8.76766101, -2.57330641, 6.4608843 ,
6.03990277, 9.79447444, 9.4157572 , 20.06377826,
8.02417995, 16.26035617, -2.22661815, -3.57864478,
8.91606802, 10.85768855, 6.44007716],
[ 12.71094214, 19.37464069, 10.18861311, 11.04093265,
8.08318159, 10.25673467, 10.67816268, 7.34520992,
8.37882534, 8.59176864, 9.78048579, 6.19586286,
13.93750473, 8.76766204, -2.57335953, 6.46088425,
6.03990155, 9.79447528, 9.41576093, 20.06382269,
8.02417941, 16.26040082, -2.22662233, -3.57864827,
8.91606719, 10.85769143, 6.44007915],
[ 12.71094239, 19.37463456, 10.18861388, 11.04093352,
8.08318388, 10.25674065, 10.67816443, 7.34520268,
8.37882606, 8.59177631, 9.78048628, 6.19586495,
13.93750009, 8.76766396, -2.57333455, 6.46088523,
6.03989951, 9.79447522, 9.41575762, 20.06379674,
8.0241758 , 16.26037335, -2.22661728, -3.57864404,
8.91607151, 10.85768933, 6.44007832],
[ 12.7109667 , 19.37460148, 10.1886123 , 11.0409324 ,
8.0831833 , 10.25673626, 10.67816171, 7.3452066 ,
8.3788257 , 8.59176876, 9.78048488, 6.19586358,
13.93744355, 8.76766524, -2.57328235, 6.46088828,
6.03990278, 9.79447577, 9.41576101, 20.06375286,
8.02417794, 16.26033075, -2.22661689, -3.57864368,
8.91606856, 10.85768884, 6.44007694],
[ 12.71095332, 19.37461465, 10.18861071, 11.04093174,
8.08318316, 10.25673702, 10.67816131, 7.34519828,
8.37882571, 8.59177274, 9.7804855 , 6.19586413,
13.93746918, 8.76766552, -2.57330478, 6.46088692,
6.03990035, 9.79447478, 9.41575875, 20.06377886,
8.02417515, 16.26035443, -2.22661892, -3.5786455 ,
8.91607076, 10.85769009, 6.44007838],
[ 12.71094453, 19.37461847, 10.18861022, 11.04093301,
8.08318324, 10.25673729, 10.6781695 , 7.34521529,
8.37882668, 8.59177133, 9.78048633, 6.19586353,
13.93748299, 8.76766544, -2.57332298, 6.46089304,
6.03990463, 9.79447552, 9.415759 , 20.06378492,
8.02417514, 16.26036116, -2.22661772, -3.57864302,
8.91606946, 10.85768966, 6.44007816],
[ 12.71094706, 19.37461354, 10.18861156, 11.04093256,
8.0831821 , 10.25673598, 10.67816151, 7.34520476,
8.37882461, 8.59177191, 9.78048689, 6.19586661,
13.93747522, 8.76766458, -2.57331228, 6.46088838,
6.03990139, 9.7944751 , 9.41575846, 20.06378759,
8.02417383, 16.26036188, -2.22661912, -3.57864503,
8.91607075, 10.85768932, 6.44007724],
[ 12.71094259, 19.37463395, 10.18860958, 11.0409301 ,
8.08318179, 10.25673684, 10.67817203, 7.34521812,
8.37882677, 8.59177599, 9.78049025, 6.19586501,
13.93750149, 8.76767038, -2.57333946, 6.46087939,
6.03989546, 9.79447586, 9.41576063, 20.06378695,
8.02417981, 16.26036476, -2.2266186 , -3.57864583,
8.91606811, 10.85769614, 6.44008396],
[ 12.71095579, 19.37462062, 10.18861065, 11.04093277,
8.08318274, 10.25673576, 10.67816733, 7.34521114,
8.37882751, 8.59176826, 9.78048579, 6.1958641 ,
13.93747229, 8.76766425, -2.57331892, 6.46088846,
6.03990201, 9.7944754 , 9.41576177, 20.06377669,
8.02417919, 16.26035439, -2.22661892, -3.57864493,
8.91606712, 10.85769329, 6.44008121],
[ 12.71093702, 19.37462384, 10.18861 , 11.04093033,
8.08318225, 10.25673792, 10.6781636 , 7.34520581,
8.37882111, 8.59177622, 9.78048138, 6.19586822,
13.93749727, 8.76766833, -2.5733286 , 6.46088501,
6.0398947 , 9.79447489, 9.4157566 , 20.06380047,
8.02417565, 16.26037476, -2.22661974, -3.57864701,
8.91607045, 10.85769194, 6.44007974],
[ 12.7109458 , 19.37465228, 10.18861307, 11.0409329 ,
8.08318116, 10.25673409, 10.67815509, 7.34519422,
8.37882376, 8.59177288, 9.78048509, 6.19585627,
13.93751579, 8.76766465, -2.57338611, 6.46088349,
6.03990026, 9.79447326, 9.41575607, 20.06385924,
8.02418054, 16.26044104, -2.22662688, -3.57865153,
8.91606243, 10.85769314, 6.44008189],
[ 12.71094517, 19.37460796, 10.18861067, 11.04093348,
8.08318092, 10.25673427, 10.67816262, 7.34519957,
8.37882418, 8.59177552, 9.78048842, 6.19586934,
13.93747312, 8.76766602, -2.57328622, 6.46089001,
6.03990461, 9.79447548, 9.41576134, 20.0637468 ,
8.02418098, 16.26032368, -2.22661496, -3.57864335,
8.91607082, 10.85768924, 6.44007674],
[ 12.71094158, 19.37464209, 10.18860985, 11.04093102,
8.08318457, 10.25674041, 10.67817159, 7.34521347,
8.3788274 , 8.59177011, 9.78048349, 6.19586571,
13.93751148, 8.76766782, -2.57334726, 6.4608826 ,
6.03989507, 9.79447729, 9.41576107, 20.06380329,
8.02417846, 16.2603794 , -2.2266186 , -3.57864489,
8.91607078, 10.85768919, 6.44007816],
[ 12.71095048, 19.37463604, 10.18860893, 11.04093336,
8.08317695, 10.25672717, 10.67816345, 7.34519994,
8.37882794, 8.59176769, 9.78048552, 6.19586229,
13.93749683, 8.76766559, -2.57333245, 6.46089763,
6.03991137, 9.79447642, 9.41576603, 20.06378219,
8.02417995, 16.26035989, -2.22661952, -3.57864657,
8.91607108, 10.85769032, 6.44007822],
[ 12.71097159, 19.37461149, 10.1886122 , 11.04093321,
8.083185 , 10.25673928, 10.67816802, 7.34520964,
8.37882685, 8.59176995, 9.78048478, 6.1958608 ,
13.93744721, 8.76766309, -2.57329976, 6.46088705,
6.03990084, 9.79447563, 9.41575958, 20.06376005,
8.0241785 , 16.2603387 , -2.22661706, -3.57864307,
8.91606713, 10.85769316, 6.4400817 ]]), array([-233166.27028406, -233166.27028406, -233166.27028406,
-233166.27028406, -233166.27028406, -233166.27028406,
-233166.27028406, -233166.27028406, -233166.27028406,
-233166.27028406, -233166.27028406, -233166.27028406,
-233166.27028406, -233166.27028405, -233166.27028405,
-233166.27028405, -233166.27028405, -233166.27028405,
-233166.27028405, -233166.27028405, -233166.27028405,
-233166.27028405, -233166.27028405, -233166.27028405,
-233166.27028405, -233166.27028405, -233166.27028405,
-233166.27028405]))
fun: -233166.27028406371
message: 'Optimization terminated successfully.'
nfev: 53527
nit: 44217
status: 0
success: True
x: array([ 12.71094139, 19.37463292, 10.18861095, 11.0409333 ,
8.08318318, 10.25673695, 10.67816552, 7.34521232,
8.37882443, 8.59177223, 9.78048392, 6.19586334,
13.93749875, 8.76766302, -2.57334938, 6.46088741,
6.0399021 , 9.79447483, 9.41575851, 20.06381404,
8.02417709, 16.26039119, -2.22662054, -3.57864628,
8.91606911, 10.85769009, 6.4400787 ])
Final log-likelihood = 233166.270284
Number of iterations = 44217
Number of evaluations = 53527
Final rate constants:
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 331353.608441
From A3F3 to A3F3O beta3fff 259594906.907
From A3F2O to A3F2 alpha3ff 26598.5224753
From A3F2 to A3F2O beta3ff 62375.8399441
From A2F2O to A2F2 alpha2ff 3239.52883837
From A2F2 to A2F2O beta2ff 28473.7231186
From A3F1O to A3F1 alpha3f 43397.8647155
From A3F1 to A3F1O beta3f 1548.76376331
From A2F1O to A2F1 alpha2f 4353.88763676
From A2F1 to A2F1O beta2f 5387.152506
From A1F1O to A1F1 alpha1f 17685.2090334
From A1F1 to A1F1O beta1f 490.714917428
From A3F3 to A3F2 gama3fff 1129740.75722
From A3F2 to A3F3 delta3fff 6423.14416508
From A3F2 to A2F2 3kff(-3) 0.0762796278287
From A2F2 to A3F2 kff(+3) 2.18658152254
From A3F2 to A3F1 gama3ff 639.628420502
From A3F1 to A3F2 delta3ff 419.851929815
From A2F2 to A2F1 gama2ff 17934.3801509
From A2F1 to A2F2 delta2ff 12280.3844806
From A3F1 to A2F1 3kf(-3) 17293759.8783
From A2F1 to A3F1 kf(+3) 517134752.989
From A3F1 to A3R gama3f 3053.90716676
From A3R to A3F1 delta3f 855.007294015
From A2F1 to A1F1 2kf(-2) 11529173.2522
From A1F1 to A2F1 2kf(+2) 1034269505.98
From A2F1 to A2R gama2f 0.107892432441
From A2R to A2F1 delta2f 0.0279134595726
From A1F1 to A1R gama1f 7450.74355523
From A1R to A1F1 delta1f 1781.2750726
From A3R to A2R 3k(-3) 1879.36830821
From A2R to A3R k(+3) 51931.9813146
From A2R to A1R 2k(-2) 1252.91220547
From A1R to A2R 2k(+2) 103863.962629
From A1R to R k(-1) 626.456102735
From R to A1R 3k(+1) 155795.943944
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.970262382e+14
backward product = 2.970262382e+14
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 8.284858986e+13
backward product = 8.284858986e+13
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 2.490441445e+14
backward product = 2.490441445e+14
Raw
fitGlyRke4.py clang run 2 double
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keA.scn
Concentration of agonist = 300.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = 0.600 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for bursts calculated asin Colquhoun, Hawkes & Srodzinski, (1996, eqs 5.8, 5.11).
Number of resolved intervals = 11662
Number of resolved periods = 11088
Number of open periods = 5544
Mean and SD of open periods = 0.397568729 +/- 1.362546164 ms
Range of open periods from 0.040033814 ms to 83.755209722 ms
Number of shut intervals = 5544
Mean and SD of shut periods = 109.531529248 +/- 2942.205429077 ms
Range of shut periods from 0.040052371 ms to 204117.309570312 ms
Last shut period = 10.665501468 ms
Number of bursts = 4618
Average length = 0.504651324 ms
Range: 0.040 to 83.755 millisec
Average number of openings= 1.200519706
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keB.scn
Concentration of agonist = 3000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -70.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14296
Number of resolved periods = 12338
Number of open periods = 6169
Mean and SD of open periods = 0.568432008 +/- 0.781032231 ms
Range of open periods from 0.040003666 ms to 23.221036885 ms
Number of shut intervals = 6169
Mean and SD of shut periods = 3.801412648 +/- 35.561904311 ms
Range of shut periods from 0.040001163 ms to 2761.569499969 ms
Last shut period = 0.373572315 ms
Number of bursts = 3
Average length = 8038.560359078 ms
Range: 1572.336 to 17533.538 millisec
Average number of openings= 2056.333333333
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keC.scn
Concentration of agonist = 30000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 7569
Number of resolved periods = 5810
Number of open periods = 2905
Mean and SD of open periods = 0.764939965 +/- 1.200268148 ms
Range of open periods from 0.040136722 ms to 20.713106598 ms
Number of shut intervals = 2905
Mean and SD of shut periods = 76.107278466 +/- 2832.809209824 ms
Range of shut periods from 0.037358772 ms to 109791.648864746 ms
Last shut period = 0.037358772 ms
Number of bursts = 5
Average length = 886.178571851 ms
Range: 0.222 to 2465.916 millisec
Average number of openings= 581.000000000
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keD.scn
Concentration of agonist = 100000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14723
Number of resolved periods = 12210
Number of open periods = 6105
Mean and SD of open periods = 0.888958726 +/- 1.245775257 ms
Range of open periods from 0.040174076 ms to 21.068737711 ms
Number of shut intervals = 6105
Mean and SD of shut periods = 5.588796455 +/- 134.609654546 ms
Range of shut periods from 0.037023197 ms to 7994.186401367 ms
Last shut period = 0.037023197 ms
Number of bursts = 25
Average length = 478.491306786 ms
Range: 0.073 to 3397.090 millisec
Average number of openings= 244.200000000
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 164180.872344
From A3F3 to A3F3O beta3fff 879798.259388
From A3F2O to A3F2 alpha3ff 17631.1000954
From A3F2 to A3F2O beta3ff 75963.8340657
From A2F2O to A2F2 alpha2ff 18512.6542595
From A2F2 to A2F2O beta2ff 72165.6459847
From A3F1O to A3F1 alpha3f 19957.2751004
From A3F1 to A3F1O beta3f 302.572972131
From A2F1O to A2F1 alpha2f 20555.9927824
From A2F1 to A2F1O beta2f 293.495791624
From A1F1O to A1F1 alpha1f 21154.7104645
From A1F1 to A1F1O beta1f 284.418611117
From A3F3 to A3F2 gama3fff 11673.7928596
From A3F2 to A3F3 delta3fff 2585.56822991
From A3F2 to A2F2 3kff(-3) 26.209768672
From A2F2 to A3F2 kff(+3) 684.568191741
From A3F2 to A3F1 gama3ff 2862.00095617
From A3F1 to A3F2 delta3ff 1741.88100927
From A2F2 to A2F1 gama2ff 11625.274006
From A2F1 to A2F2 delta2ff 8662.55618102
From A3F1 to A2F1 3kf(-3) 1436109.06916
From A2F1 to A3F1 kf(+3) 45923513.6955
From A3F1 to A3R gama3f 2473.77597999
From A3R to A3F1 delta3f 769.546855601
From A2F1 to A1F1 2kf(-2) 957406.04611
From A1F1 to A2F1 2kf(+2) 91847027.3909
From A2F1 to A2R gama2f 0.0997096333233
From A2R to A2F1 delta2f 0.027994525861
From A1F1 to A1R gama1f 7438.33684661
From A1R to A1F1 delta1f 1884.83412534
From A3R to A2R 3k(-3) 1507.83869722
From A2R to A3R k(+3) 43517.4928712
From A2R to A1R 2k(-2) 1005.22579814
From A1R to A2R 2k(+2) 87034.9857424
From A1R to R k(-1) 502.612899072
From R to A1R 3k(+1) 130552.478614
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.437361683e+16
backward product = 2.437361683e+16
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 4.795384982e+12
backward product = 4.795384982e+12
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.735157837e+13
backward product = 1.735157837e+13
Starting likelihood = 232502.287977
iteration # 100; log-lik = 232928.154662
[ 1.41924696e+05 9.91282568e+05 1.97840130e+04 7.82168302e+04
1.71306492e+04 7.68160837e+04 1.91299496e+04 3.29285607e+02
2.03109769e+04 3.21385337e+02 1.77876364e+04 3.07427710e+02
9.53885963e+03 3.14538983e+03 2.66831193e+01 2.88401102e+03
1.83802336e+03 9.93511657e+03 9.46742351e+03 4.79548708e+07
2.69765023e+03 9.59381397e+05 9.69674010e-02 2.95029655e-02
7.21696699e+03 4.79948914e+04 4.64842402e+02]
iteration # 200; log-lik = 232979.192057
[ 1.39959379e+05 1.17018226e+06 2.16700680e+04 7.53653081e+04
1.71029252e+04 7.68171076e+04 1.71190644e+04 3.42107973e+02
1.98215160e+04 3.28061884e+02 1.57404148e+04 3.69429873e+02
9.05588107e+03 2.93348168e+03 2.47742706e+01 2.66183859e+03
1.80308002e+03 9.82741621e+03 9.20819434e+03 4.89168093e+07
2.87111595e+03 9.56960899e+05 9.77159540e-02 3.00259005e-02
7.78208260e+03 4.73797799e+04 4.85791261e+02]
iteration # 300; log-lik = 233002.232358
[ 1.47312423e+05 1.12864285e+06 2.11448124e+04 7.36694063e+04
1.69317461e+04 7.74711685e+04 1.62870400e+04 3.92236574e+02
1.86587447e+04 3.48193383e+02 1.38161174e+04 4.13244661e+02
8.41526537e+03 2.83569328e+03 2.60822758e+01 2.44770496e+03
1.67354724e+03 9.51977339e+03 9.21709747e+03 4.62329996e+07
3.12459255e+03 9.75174512e+05 9.66457332e-02 2.93387769e-02
6.59904934e+03 4.70727221e+04 4.82397914e+02]
iteration # 400; log-lik = 233018.988138
[ 1.48644223e+05 1.25062179e+06 1.96390849e+04 7.13821925e+04
1.66352826e+04 7.76746330e+04 1.79133107e+04 4.21464957e+02
1.82306857e+04 3.83449704e+02 1.45437964e+04 4.31136662e+02
8.25161166e+03 2.74034750e+03 2.59165616e+01 2.29627631e+03
1.45026493e+03 9.53446236e+03 9.40284474e+03 4.72968854e+07
2.94066199e+03 9.44090357e+05 9.68547856e-02 2.88592808e-02
6.40567244e+03 4.66407464e+04 4.79943892e+02]
iteration # 500; log-lik = 233039.395788
[ 1.43921724e+05 1.32994457e+06 2.02449694e+04 6.68117594e+04
1.62172011e+04 7.94934703e+04 2.26566069e+04 5.29347681e+02
1.56810436e+04 4.50922832e+02 1.37971980e+04 4.71660034e+02
7.79209469e+03 2.60040045e+03 2.58362305e+01 1.98649454e+03
1.14826360e+03 9.86977844e+03 9.57688621e+03 4.71647054e+07
2.65861372e+03 8.73934049e+05 9.79258969e-02 2.91987287e-02
6.89841492e+03 4.51984767e+04 4.86336071e+02]
iteration # 600; log-lik = 233048.465860
[ 1.46262468e+05 1.28118709e+06 1.98733456e+04 6.65369686e+04
1.60324841e+04 7.98636684e+04 2.37706804e+04 6.30085713e+02
1.37892065e+04 4.95990174e+02 1.39243349e+04 5.00884359e+02
7.72789676e+03 2.63733775e+03 2.52296415e+01 1.89120845e+03
1.00135478e+03 9.99077801e+03 9.63004704e+03 4.87800502e+07
2.43395436e+03 8.51913920e+05 9.89014118e-02 2.94707396e-02
7.67575311e+03 4.49023615e+04 4.86137282e+02]
iteration # 700; log-lik = 233057.149323
[ 1.49512317e+05 1.23011740e+06 2.13138860e+04 6.79315040e+04
1.58888665e+04 8.01013199e+04 2.19366699e+04 7.27702613e+02
1.24049779e+04 5.27515813e+02 1.38621949e+04 5.62421214e+02
7.66341611e+03 2.79009095e+03 2.41159390e+01 1.80736481e+03
9.26036363e+02 9.97574384e+03 9.65850089e+03 4.96878513e+07
2.25527758e+03 8.29899324e+05 9.99611919e-02 3.03854219e-02
8.09623091e+03 4.53338548e+04 4.91714514e+02]
iteration # 800; log-lik = 233060.654072
[ 1.51402885e+05 1.16800642e+06 2.21648039e+04 6.90068340e+04
1.59982553e+04 7.92887719e+04 2.03651434e+04 7.86071809e+02
1.17987841e+04 5.45788246e+02 1.37135087e+04 5.68461400e+02
7.84646994e+03 2.95600780e+03 2.33945732e+01 1.76938109e+03
9.25737084e+02 9.85673993e+03 9.43903120e+03 4.95216116e+07
2.29888914e+03 8.15096090e+05 1.00533576e-01 3.01991878e-02
8.28623854e+03 4.57863064e+04 4.95039580e+02]
iteration # 900; log-lik = 233062.450423
[ 1.48141874e+05 1.14140374e+06 2.23716677e+04 6.85527156e+04
1.58599708e+04 7.94239596e+04 2.15671211e+04 8.22338534e+02
1.10904760e+04 5.64504346e+02 1.39878590e+04 5.58343931e+02
7.85790191e+03 2.96424252e+03 2.37553581e+01 1.71113928e+03
9.07245431e+02 9.97564384e+03 9.45234039e+03 4.91590432e+07
2.25573386e+03 8.04936581e+05 1.00595126e-01 3.01130966e-02
8.37852225e+03 4.56664346e+04 4.91602787e+02]
iteration # 1000; log-lik = 233065.495431
[ 1.48804115e+05 1.07812110e+06 2.37091142e+04 6.88080258e+04
1.55781518e+04 7.93410420e+04 2.24777392e+04 9.35575705e+02
9.00960759e+03 6.37900169e+02 1.41156098e+04 5.59462899e+02
7.69678557e+03 3.11874688e+03 2.43908467e+01 1.57122986e+03
8.72350317e+02 1.00211476e+04 9.34231224e+03 4.64133282e+07
2.30456767e+03 7.63399960e+05 1.02357514e-01 3.02529138e-02
8.26298275e+03 4.58105792e+04 4.90138216e+02]
iteration # 1100; log-lik = 233070.110392
[ 1.46828452e+05 9.88461558e+05 2.47264040e+04 6.84627358e+04
1.51382532e+04 7.86007127e+04 2.36739665e+04 1.06013101e+03
6.15754895e+03 7.41703545e+02 1.48154493e+04 5.26033863e+02
7.44409643e+03 3.24714750e+03 2.62198276e+01 1.44435304e+03
8.90554632e+02 1.01414074e+04 9.39117570e+03 4.10152850e+07
2.63014887e+03 7.29553747e+05 1.04103859e-01 3.04145924e-02
7.80511749e+03 4.61691965e+04 4.94014435e+02]
iteration # 1200; log-lik = 233072.588350
[ 1.52109628e+05 9.70062495e+05 2.49902197e+04 6.83171048e+04
1.48738570e+04 7.78757571e+04 2.37557746e+04 1.14961403e+03
5.18320318e+03 8.23108752e+02 1.53445220e+04 5.20637322e+02
7.56306392e+03 3.44776661e+03 2.67748348e+01 1.36084107e+03
8.66139638e+02 1.02333363e+04 9.45962292e+03 3.90671057e+07
2.65025002e+03 7.08083409e+05 1.05247616e-01 3.05739238e-02
7.57159709e+03 4.63029302e+04 4.95595990e+02]
iteration # 1300; log-lik = 233075.301533
[ 1.66086080e+05 9.65310365e+05 2.54242231e+04 6.86107154e+04
1.49695403e+04 7.77883401e+04 2.23263610e+04 1.15480710e+03
5.27092594e+03 8.65080843e+02 1.52156919e+04 5.00137610e+02
7.31378999e+03 3.66634354e+03 2.76928269e+01 1.32122551e+03
8.67621608e+02 1.02774316e+04 9.42624621e+03 3.61871706e+07
2.70586045e+03 6.80767948e+05 1.05542569e-01 3.06555792e-02
7.31739795e+03 4.62567347e+04 4.95444934e+02]
iteration # 1400; log-lik = 233078.387294
[ 1.78712661e+05 9.58230317e+05 2.55523672e+04 6.83924684e+04
1.48196710e+04 7.74556422e+04 2.14015908e+04 1.25221797e+03
5.01657531e+03 9.58872219e+02 1.50399245e+04 4.90137925e+02
7.36835707e+03 3.95480647e+03 2.81543293e+01 1.22997990e+03
8.38564855e+02 1.02480296e+04 9.49433778e+03 3.40103824e+07
2.69876989e+03 6.55874822e+05 1.06207435e-01 3.05068201e-02
7.05400919e+03 4.62609229e+04 4.97293960e+02]
iteration # 1500; log-lik = 233088.714461
[ 2.34118220e+05 1.02717175e+06 2.61505498e+04 6.55074959e+04
1.45181772e+04 7.76493768e+04 2.25441698e+04 1.27879574e+03
5.29057185e+03 1.23831672e+03 1.51439906e+04 4.09877188e+02
7.04769672e+03 5.04597610e+03 3.23238689e+01 9.87999730e+02
7.54543076e+02 1.04613771e+04 9.62424563e+03 2.53503023e+07
2.78680516e+03 5.61209856e+05 1.06991720e-01 3.09720830e-02
6.31249593e+03 4.48073561e+04 4.88339586e+02]
iteration # 1600; log-lik = 233098.368190
[ 3.16342090e+05 1.23448529e+06 2.64614166e+04 6.06584389e+04
1.38487340e+04 7.72141824e+04 2.35193038e+04 1.31475945e+03
5.53047572e+03 1.66142106e+03 1.51645013e+04 3.72238947e+02
6.88366962e+03 6.50465218e+03 3.56972763e+01 7.52476142e+02
6.21342857e+02 1.05267358e+04 9.78474120e+03 1.88984120e+07
3.02419186e+03 4.68803907e+05 1.08103957e-01 3.16089483e-02
5.88398693e+03 4.31283721e+04 4.89108570e+02]
iteration # 1700; log-lik = 233102.354114
[ 3.38999208e+05 1.20973797e+06 2.54083467e+04 5.97522425e+04
1.36200097e+04 7.69786989e+04 2.32738837e+04 1.47292370e+03
5.64390939e+03 1.85005419e+03 1.49324400e+04 3.77483446e+02
6.37549371e+03 6.72056627e+03 3.69162444e+01 6.90971452e+02
5.48549774e+02 1.03739448e+04 9.82836187e+03 1.75478463e+07
3.23836427e+03 4.48322116e+05 1.08389909e-01 3.13877796e-02
5.75418581e+03 4.25887218e+04 4.87563870e+02]
iteration # 1800; log-lik = 233105.816071
[ 3.27545388e+05 1.20413284e+06 2.50498360e+04 5.92421713e+04
1.34450147e+04 7.62767011e+04 2.47483146e+04 1.48307980e+03
5.43776239e+03 1.90706579e+03 1.51734412e+04 3.82931873e+02
6.68477354e+03 6.88322197e+03 3.59378486e+01 6.87220876e+02
5.31767438e+02 1.02525134e+04 9.73948985e+03 1.74148697e+07
3.18233146e+03 4.46197126e+05 1.08762685e-01 3.11838802e-02
5.96710158e+03 4.28518018e+04 4.92404354e+02]
iteration # 1900; log-lik = 233109.352055
[ 3.72055646e+05 1.23049634e+06 2.43520934e+04 5.81383202e+04
1.30392391e+04 7.50453064e+04 2.56949364e+04 1.60899870e+03
4.80598341e+03 2.28426187e+03 1.51964469e+04 3.73944934e+02
6.47355845e+03 7.57759393e+03 3.64370038e+01 6.36508205e+02
4.76247391e+02 1.02379131e+04 9.71046685e+03 1.55652983e+07
3.33545935e+03 4.15913716e+05 1.09573328e-01 3.12469049e-02
5.91487711e+03 4.29991632e+04 5.00993501e+02]
iteration # 2000; log-lik = 233113.229377
[ 4.01167273e+05 1.34202268e+06 2.36280227e+04 5.72971136e+04
1.27631642e+04 7.45745153e+04 2.92913423e+04 1.57499587e+03
4.89096156e+03 2.52490376e+03 1.49494378e+04 3.83876153e+02
6.51309124e+03 7.60987621e+03 3.48358616e+01 6.30193092e+02
4.37802749e+02 1.01497442e+04 9.59179895e+03 1.49474303e+07
3.05643943e+03 3.81556624e+05 1.10162352e-01 3.18069100e-02
6.65850383e+03 4.31238267e+04 5.10967091e+02]
iteration # 2100; log-lik = 233117.241846
[ 4.66081812e+05 1.44558194e+06 2.37573938e+04 5.67169329e+04
1.23726761e+04 7.38022048e+04 3.19478062e+04 1.58474033e+03
4.88588309e+03 3.02004421e+03 1.47298592e+04 3.74484645e+02
6.29902431e+03 7.99507730e+03 3.51125437e+01 5.81843101e+02
3.90758208e+02 1.02393572e+04 9.52027316e+03 1.28899179e+07
2.99215445e+03 3.31829016e+05 1.11930443e-01 3.21319952e-02
6.77027633e+03 4.32785899e+04 5.21020981e+02]
iteration # 2200; log-lik = 233126.839909
[ 6.17793005e+05 1.69238755e+06 2.56289667e+04 5.76110854e+04
1.10517286e+04 7.23873220e+04 3.87620255e+04 1.68856986e+03
4.47673512e+03 4.62142497e+03 1.48213355e+04 3.94603541e+02
5.24585075e+03 7.40986484e+03 3.83170238e+01 4.61246479e+02
3.16160989e+02 1.07575188e+04 9.23358700e+03 8.20549796e+06
3.08401270e+03 2.15224409e+05 1.21026742e-01 3.37090438e-02
6.89897984e+03 4.38436611e+04 5.42760027e+02]
iteration # 2300; log-lik = 233133.813281
[ 6.49338750e+05 1.71205268e+06 2.75005724e+04 6.14319776e+04
1.04119546e+04 7.19689849e+04 4.12608639e+04 1.67188787e+03
4.40632645e+03 5.15564014e+03 1.52157553e+04 4.18720485e+02
5.04388833e+03 6.35900617e+03 3.86109409e+01 4.48151705e+02
3.18779174e+02 1.11364254e+04 8.88612212e+03 7.17357938e+06
2.99780758e+03 1.73668515e+05 1.27790997e-01 3.47977383e-02
6.91991809e+03 4.49324716e+04 5.47048628e+02]
iteration # 2400; log-lik = 233135.695276
[ 6.26076378e+05 1.70750180e+06 2.76648118e+04 6.26583827e+04
1.03017903e+04 7.17088666e+04 4.09030956e+04 1.68210508e+03
4.49217036e+03 5.09906026e+03 1.59180318e+04 4.20867623e+02
5.19279095e+03 6.11192320e+03 3.79956414e+01 4.55760722e+02
3.27535733e+02 1.12652468e+04 8.78772951e+03 7.12399606e+06
3.06465909e+03 1.68659964e+05 1.29228945e-01 3.50539277e-02
6.87993873e+03 4.56365657e+04 5.44340698e+02]
iteration # 2500; log-lik = 233136.831060
[ 5.87782304e+05 1.70595656e+06 2.81284111e+04 6.33430352e+04
1.02587073e+04 7.15015048e+04 4.21094456e+04 1.71194405e+03
4.49820959e+03 5.07443729e+03 1.59975671e+04 4.33784403e+02
5.27336911e+03 5.79818002e+03 3.66870855e+01 4.65774375e+02
3.31670482e+02 1.12635311e+04 8.75616622e+03 7.17551325e+06
3.00966630e+03 1.66390794e+05 1.29812989e-01 3.52727612e-02
7.05211833e+03 4.62127425e+04 5.47813427e+02]
iteration # 2600; log-lik = 233138.456119
[ 5.65410573e+05 1.73113847e+06 2.86004728e+04 6.36893854e+04
1.01249911e+04 7.04975574e+04 4.45187065e+04 1.73752894e+03
4.48100000e+03 5.30344942e+03 1.61555290e+04 4.30528798e+02
5.49358256e+03 5.73831191e+03 3.45073908e+01 4.67350071e+02
3.31773761e+02 1.12389562e+04 8.68888055e+03 6.96781903e+06
3.04933554e+03 1.61424968e+05 1.30475560e-01 3.54400916e-02
7.05933041e+03 4.70591985e+04 5.57877182e+02]
iteration # 2700; log-lik = 233139.361638
[ 5.13839309e+05 1.71619344e+06 2.83215460e+04 6.35156020e+04
1.01982126e+04 7.01663698e+04 4.47592968e+04 1.79433052e+03
4.49436287e+03 5.10669675e+03 1.63154655e+04 4.36963632e+02
5.87641900e+03 5.80149419e+03 3.24163681e+01 4.77619193e+02
3.37550471e+02 1.11225319e+04 8.73078449e+03 7.40636685e+06
3.03009877e+03 1.71064880e+05 1.29392669e-01 3.50983772e-02
7.08610721e+03 4.75259144e+04 5.63618571e+02]
iteration # 2800; log-lik = 233139.839857
[ 4.93716221e+05 1.74414430e+06 2.85585423e+04 6.35839368e+04
1.00822155e+04 6.97332795e+04 4.70042214e+04 1.82765253e+03
4.46718183e+03 5.24906504e+03 1.65465226e+04 4.40334288e+02
6.09094962e+03 5.72533158e+03 3.11148808e+01 4.77971558e+02
3.34993350e+02 1.11478219e+04 8.71523705e+03 7.25917662e+06
3.01938704e+03 1.67314586e+05 1.30170516e-01 3.52512845e-02
7.09409322e+03 4.80052511e+04 5.71940089e+02]
iteration # 2900; log-lik = 233140.254281
[ 4.63276072e+05 1.80469145e+06 2.86692384e+04 6.32719407e+04
9.96204997e+03 6.92298695e+04 4.80608733e+04 1.89608789e+03
4.52363469e+03 5.34282713e+03 1.69026248e+04 4.45856631e+02
6.66186239e+03 5.87599756e+03 2.89618762e+01 4.75414305e+02
3.28916023e+02 1.11165917e+04 8.68975726e+03 7.42645904e+06
3.01818840e+03 1.69496101e+05 1.30202227e-01 3.52635972e-02
7.11298635e+03 4.87527075e+04 5.78421240e+02]
iteration # 3000; log-lik = 233141.048428
[ 4.49870053e+05 1.86319853e+06 2.84298963e+04 6.31521443e+04
9.82634428e+03 6.88337482e+04 4.90142082e+04 1.88868159e+03
4.43689490e+03 5.43200892e+03 1.69527174e+04 4.45453287e+02
6.97832397e+03 5.88532082e+03 2.78937726e+01 4.85433382e+02
3.31444960e+02 1.11862333e+04 8.62090817e+03 7.48831417e+06
3.01370396e+03 1.71943427e+05 1.30841848e-01 3.52649492e-02
7.03361550e+03 4.92754726e+04 5.87816871e+02]
iteration # 3100; log-lik = 233141.844952
[ 3.89819914e+05 1.99411621e+06 2.81236647e+04 6.18595976e+04
9.61008054e+03 6.80082979e+04 5.12274940e+04 2.00066530e+03
4.34940734e+03 5.56627374e+03 1.72312594e+04 4.60978152e+02
8.35537523e+03 6.17747195e+03 2.46832364e+01 4.97380041e+02
3.25926484e+02 1.12233671e+04 8.53207549e+03 8.04063511e+06
2.89357393e+03 1.82043419e+05 1.30829013e-01 3.52377195e-02
7.20722651e+03 5.06635061e+04 6.05078699e+02]
iteration # 3200; log-lik = 233142.643585
[ 3.88947908e+05 2.10001613e+06 2.76436560e+04 6.17754830e+04
9.45662630e+03 6.77727258e+04 5.08035050e+04 1.98044846e+03
4.31246309e+03 5.67440973e+03 1.73079637e+04 4.61729986e+02
8.90031499e+03 6.32180560e+03 2.38065245e+01 5.08633720e+02
3.25967345e+02 1.13100039e+04 8.46412438e+03 8.19068015e+06
2.87636863e+03 1.84783820e+05 1.31320745e-01 3.53598885e-02
7.14630663e+03 5.13165360e+04 6.12646616e+02]
iteration # 3300; log-lik = 233143.624095
[ 3.78846490e+05 2.27190504e+06 2.73539389e+04 6.17622320e+04
9.23107119e+03 6.73903033e+04 4.89555536e+04 1.93114982e+03
4.21123446e+03 5.68970220e+03 1.70510833e+04 4.72173574e+02
9.92161285e+03 6.42208165e+03 2.22528275e+01 5.44239445e+02
3.37575777e+02 1.14726752e+04 8.32023305e+03 8.57893294e+06
2.85449440e+03 1.91083156e+05 1.32214761e-01 3.57381590e-02
7.07540406e+03 5.25526826e+04 6.28931915e+02]
iteration # 3400; log-lik = 233144.116111
[ 3.68235392e+05 2.43181071e+06 2.65291709e+04 6.09995647e+04
9.10472571e+03 6.68440459e+04 4.79174008e+04 1.85622493e+03
4.20421652e+03 5.72063212e+03 1.71476072e+04 4.63657519e+02
1.09874074e+04 6.69856786e+03 2.13543726e+01 5.75979756e+02
3.48217824e+02 1.15655169e+04 8.24650659e+03 8.86072185e+06
2.86758856e+03 1.99434397e+05 1.31818240e-01 3.59007395e-02
6.97126327e+03 5.34361077e+04 6.37517099e+02]
iteration # 3500; log-lik = 233144.661394
[ 3.62808833e+05 2.64828620e+06 2.62199633e+04 6.09532315e+04
8.96233040e+03 6.66031214e+04 4.61409106e+04 1.69796615e+03
4.19901365e+03 5.64466039e+03 1.70427813e+04 4.66667714e+02
1.17628943e+04 6.57333930e+03 2.12309873e+01 6.16159277e+02
3.75042114e+02 1.18017665e+04 8.21268957e+03 9.01586374e+06
2.81881111e+03 2.00012969e+05 1.32430783e-01 3.64431894e-02
6.92533523e+03 5.39559038e+04 6.44400558e+02]
iteration # 3600; log-lik = 233144.849162
[ 3.60256999e+05 2.63674356e+06 2.63518657e+04 6.12592431e+04
9.00378276e+03 6.66200674e+04 4.53929108e+04 1.67065434e+03
4.23609304e+03 5.55644235e+03 1.71326954e+04 4.65946643e+02
1.17644870e+04 6.46211824e+03 2.13278964e+01 6.23517934e+02
3.85572112e+02 1.17949920e+04 8.25036554e+03 9.01522114e+06
2.81930819e+03 2.00678141e+05 1.32304918e-01 3.65016966e-02
6.88028914e+03 5.39144991e+04 6.43149897e+02]
iteration # 3700; log-lik = 233144.975757
[ 3.48652825e+05 2.65746610e+06 2.63491033e+04 6.12805626e+04
8.95423738e+03 6.63213518e+04 4.52519604e+04 1.64972842e+03
4.23016767e+03 5.55878087e+03 1.71963459e+04 4.66008292e+02
1.22125729e+04 6.41925144e+03 2.09944534e+01 6.29160820e+02
3.93296472e+02 1.18108631e+04 8.22743538e+03 9.12847907e+06
2.82034929e+03 2.02510837e+05 1.32362395e-01 3.64432393e-02
6.83216156e+03 5.42838334e+04 6.45383464e+02]
iteration # 3800; log-lik = 233145.024746
[ 3.48873308e+05 2.70196923e+06 2.62293666e+04 6.12158429e+04
8.93655693e+03 6.62018602e+04 4.44836425e+04 1.61526314e+03
4.24228120e+03 5.52694269e+03 1.72107671e+04 4.62720263e+02
1.24736748e+04 6.48189188e+03 2.09312023e+01 6.36755035e+02
4.00430727e+02 1.18278670e+04 8.22933833e+03 9.20217477e+06
2.83270080e+03 2.04838147e+05 1.32185325e-01 3.64669823e-02
6.76689732e+03 5.43891390e+04 6.45892709e+02]
iteration # 3900; log-lik = 233145.143485
[ 3.41475262e+05 2.71998785e+06 2.62382620e+04 6.12185298e+04
8.88026125e+03 6.60024784e+04 4.45359934e+04 1.62945941e+03
4.21460282e+03 5.57905286e+03 1.72292921e+04 4.65115490e+02
1.28237177e+04 6.51123133e+03 2.04492217e+01 6.36323435e+02
4.00174782e+02 1.18044833e+04 8.18839502e+03 9.36106963e+06
2.83042293e+03 2.07574070e+05 1.32349100e-01 3.63970665e-02
6.77997674e+03 5.46026246e+04 6.48327667e+02]
iteration # 4000; log-lik = 233145.329902
[ 3.31552986e+05 2.86970081e+06 2.61268519e+04 6.13561839e+04
8.66563277e+03 6.53468119e+04 4.38542363e+04 1.57914632e+03
4.16336364e+03 5.77482735e+03 1.74062039e+04 4.66315937e+02
1.39281237e+04 6.52548919e+03 1.95399390e+01 6.49647060e+02
4.12236906e+02 1.18545369e+04 8.03799255e+03 9.59740546e+06
2.82867671e+03 2.12485809e+05 1.33446791e-01 3.65722369e-02
6.78006496e+03 5.51733977e+04 6.54790339e+02]
iteration # 4100; log-lik = 233145.466481
[ 3.34429947e+05 2.85594482e+06 2.61433745e+04 6.12390993e+04
8.68351879e+03 6.53333720e+04 4.36243209e+04 1.59189449e+03
4.15294933e+03 5.80570958e+03 1.74105368e+04 4.65618842e+02
1.37025095e+04 6.55598119e+03 1.95529335e+01 6.39979613e+02
4.08713966e+02 1.17841990e+04 8.05306815e+03 9.66681166e+06
2.84639945e+03 2.15583443e+05 1.33069676e-01 3.64735568e-02
6.81450553e+03 5.48246652e+04 6.52250149e+02]
iteration # 4200; log-lik = 233145.579027
[ 3.29830728e+05 2.85454889e+06 2.64014568e+04 6.14640149e+04
8.64462341e+03 6.51745106e+04 4.31337337e+04 1.58239736e+03
4.12399689e+03 5.83824819e+03 1.74733523e+04 4.67097016e+02
1.37957282e+04 6.45141176e+03 1.94578557e+01 6.39838739e+02
4.15004982e+02 1.18012671e+04 8.01081891e+03 9.74243470e+06
2.86001981e+03 2.16614869e+05 1.33484468e-01 3.65110785e-02
6.81336286e+03 5.47735382e+04 6.51362429e+02]
iteration # 4300; log-lik = 233145.677676
[ 3.28331169e+05 2.83744957e+06 2.62929481e+04 6.11651163e+04
8.64218734e+03 6.52720753e+04 4.32490568e+04 1.60057645e+03
4.13601120e+03 5.87043632e+03 1.75496109e+04 4.64067329e+02
1.37749074e+04 6.48633565e+03 1.93826726e+01 6.34883884e+02
4.08500610e+02 1.17736289e+04 7.99934694e+03 9.95410279e+06
2.85437578e+03 2.21306633e+05 1.33276907e-01 3.64036928e-02
6.82894562e+03 5.43235141e+04 6.47737997e+02]
iteration # 4400; log-lik = 233145.764848
[ 3.29455035e+05 2.82257963e+06 2.64267513e+04 6.11280295e+04
8.65546281e+03 6.52882161e+04 4.26697103e+04 1.60256236e+03
4.11654310e+03 5.87614294e+03 1.76386804e+04 4.60999287e+02
1.36873452e+04 6.52243402e+03 1.94824286e+01 6.32362153e+02
4.10201569e+02 1.17725754e+04 7.98810394e+03 1.00383530e+07
2.85868580e+03 2.24522697e+05 1.33224912e-01 3.63889984e-02
6.82579619e+03 5.40152985e+04 6.44093118e+02]
iteration # 4500; log-lik = 233145.828877
[ 3.24189837e+05 2.81113669e+06 2.65324260e+04 6.11367975e+04
8.63937465e+03 6.51809556e+04 4.22659442e+04 1.60862353e+03
4.09436801e+03 5.90281743e+03 1.76566705e+04 4.59977807e+02
1.37560020e+04 6.47407608e+03 1.91997949e+01 6.31691930e+02
4.11390294e+02 1.17414749e+04 7.95539293e+03 1.03272229e+07
2.86650207e+03 2.30571426e+05 1.33061953e-01 3.62691273e-02
6.82993733e+03 5.38791469e+04 6.42496165e+02]
iteration # 4600; log-lik = 233145.896551
[ 3.27312431e+05 2.79813022e+06 2.64302580e+04 6.11698738e+04
8.70107439e+03 6.52518918e+04 4.18039966e+04 1.59790109e+03
4.10909164e+03 5.81470696e+03 1.75475920e+04 4.57656836e+02
1.35981114e+04 6.50558102e+03 1.92284516e+01 6.35448391e+02
4.14563843e+02 1.16885325e+04 7.99396319e+03 1.04710482e+07
2.85959505e+03 2.35170455e+05 1.32337386e-01 3.61753031e-02
6.81918167e+03 5.37694015e+04 6.41624427e+02]
iteration # 4700; log-lik = 233146.032343
[ 3.28482464e+05 2.80984299e+06 2.64905160e+04 6.13785040e+04
8.73091836e+03 6.52762422e+04 4.12765099e+04 1.60109772e+03
4.11475955e+03 5.77158767e+03 1.73611468e+04 4.54121042e+02
1.34528548e+04 6.46889676e+03 1.85502043e+01 6.44860521e+02
4.15070581e+02 1.16066704e+04 7.98900836e+03 1.10437533e+07
2.85197606e+03 2.48743529e+05 1.31287168e-01 3.60150769e-02
6.78183607e+03 5.38014182e+04 6.42545091e+02]
iteration # 4800; log-lik = 233146.123677
[ 3.34441894e+05 2.80297949e+06 2.65552262e+04 6.16337142e+04
8.73959239e+03 6.54028425e+04 4.13085084e+04 1.58979283e+03
4.12184328e+03 5.75394249e+03 1.74320308e+04 4.50648567e+02
1.32398758e+04 6.42105211e+03 1.85915413e+01 6.48257198e+02
4.15763347e+02 1.16279425e+04 7.99217800e+03 1.10501158e+07
2.85364298e+03 2.48788648e+05 1.31321218e-01 3.61021652e-02
6.74160268e+03 5.36868024e+04 6.41109791e+02]
iteration # 4900; log-lik = 233146.188024
[ 3.36536517e+05 2.80208551e+06 2.66292084e+04 6.19855838e+04
8.74907862e+03 6.54210810e+04 4.09769311e+04 1.58910632e+03
4.11276953e+03 5.73845901e+03 1.74151889e+04 4.51131177e+02
1.31319565e+04 6.34970883e+03 1.82713126e+01 6.53451472e+02
4.17577204e+02 1.15983858e+04 7.98712706e+03 1.12803479e+07
2.85135197e+03 2.54363733e+05 1.31073597e-01 3.61108016e-02
6.73281574e+03 5.36754679e+04 6.42021622e+02]
iteration # 5000; log-lik = 233146.275565
[ 3.34373488e+05 2.78326406e+06 2.66573229e+04 6.20354297e+04
8.76383950e+03 6.54090168e+04 4.11977193e+04 1.60467019e+03
4.10754063e+03 5.74015212e+03 1.74357733e+04 4.49444351e+02
1.31038905e+04 6.33743036e+03 1.79097870e+01 6.52692250e+02
4.13696795e+02 1.15625071e+04 7.96970159e+03 1.15775470e+07
2.85061230e+03 2.60841544e+05 1.30637032e-01 3.59923325e-02
6.73884733e+03 5.36680407e+04 6.41660902e+02]
iteration # 5100; log-lik = 233146.404584
[ 3.34335296e+05 2.84906442e+06 2.66658644e+04 6.23361704e+04
8.75207931e+03 6.53158390e+04 4.11844889e+04 1.56784181e+03
4.10857660e+03 5.69403580e+03 1.74651666e+04 4.51543888e+02
1.32761639e+04 6.23468202e+03 1.73081200e+01 6.67763087e+02
4.20316622e+02 1.15860448e+04 7.95865315e+03 1.19850925e+07
2.81446832e+03 2.68951002e+05 1.30224087e-01 3.61481214e-02
6.77405369e+03 5.38484875e+04 6.45532131e+02]
iteration # 5200; log-lik = 233146.752625
[ 3.34501347e+05 2.85929317e+06 2.68445617e+04 6.23769620e+04
8.73778913e+03 6.51706172e+04 4.20833189e+04 1.55488978e+03
4.08074644e+03 5.63296117e+03 1.73787785e+04 4.49479889e+02
1.32106427e+04 6.17483081e+03 1.63686666e+01 6.63935003e+02
4.12883594e+02 1.15799276e+04 7.91196015e+03 1.29311741e+07
2.81164585e+03 2.90455071e+05 1.28920660e-01 3.58739351e-02
6.70497232e+03 5.38607848e+04 6.47283948e+02]
iteration # 5300; log-lik = 233147.214224
[ 3.43548684e+05 2.92700436e+06 2.71677202e+04 6.24963526e+04
8.70508498e+03 6.49198386e+04 4.30464245e+04 1.53048846e+03
4.08925058e+03 5.58783758e+03 1.74617746e+04 4.49889189e+02
1.32114570e+04 6.20497633e+03 1.51290127e+01 6.40820858e+02
3.99978367e+02 1.15530211e+04 7.90804286e+03 1.43317766e+07
2.77479727e+03 3.23642906e+05 1.26987626e-01 3.55634284e-02
6.62358972e+03 5.36319397e+04 6.48661470e+02]
iteration # 5400; log-lik = 233147.761666
[ 3.52575577e+05 3.04317932e+06 2.76010890e+04 6.23904029e+04
8.56503518e+03 6.44728615e+04 4.37012533e+04 1.47726166e+03
4.09155189e+03 5.67267448e+03 1.76812571e+04 4.54691008e+02
1.32574142e+04 6.10710101e+03 1.38902829e+01 6.00402213e+02
3.82827938e+02 1.15435198e+04 7.82487213e+03 1.66355840e+07
2.74156330e+03 3.70555328e+05 1.24961485e-01 3.52682570e-02
6.67433510e+03 5.28347139e+04 6.41137563e+02]
iteration # 5500; log-lik = 233148.024699
[ 3.63066372e+05 2.99910360e+06 2.74087780e+04 6.20198758e+04
8.59110965e+03 6.46534560e+04 4.35537575e+04 1.49190632e+03
4.09421530e+03 5.69639865e+03 1.75388702e+04 4.54485347e+02
1.27753177e+04 6.17716861e+03 1.41338858e+01 5.78209475e+02
3.68427306e+02 1.14914583e+04 7.83260593e+03 1.70230700e+07
2.75620658e+03 3.80852003e+05 1.24078351e-01 3.49663980e-02
6.68082192e+03 5.23159583e+04 6.33906295e+02]
iteration # 5600; log-lik = 233148.236252
[ 3.47723154e+05 3.09147733e+06 2.72641318e+04 6.17966472e+04
8.45440921e+03 6.41933720e+04 4.25172823e+04 1.49511906e+03
4.02729976e+03 5.77730057e+03 1.76348907e+04 4.57500307e+02
1.36467432e+04 6.20960208e+03 1.31390941e+01 5.78341162e+02
3.65472170e+02 1.14922213e+04 7.70639292e+03 1.89206529e+07
2.77129148e+03 4.20733645e+05 1.23354180e-01 3.46955221e-02
6.64908828e+03 5.25926632e+04 6.35224947e+02]
iteration # 5700; log-lik = 233148.411315
[ 3.54095406e+05 3.15428093e+06 2.73653850e+04 6.19521222e+04
8.40603352e+03 6.40480271e+04 4.22210245e+04 1.45606518e+03
4.01051547e+03 5.75731182e+03 1.76881099e+04 4.58390311e+02
1.36367173e+04 6.16237379e+03 1.26163944e+01 5.67557283e+02
3.60459637e+02 1.15138802e+04 7.64941976e+03 2.06104425e+07
2.74803772e+03 4.58245639e+05 1.22264107e-01 3.44901984e-02
6.62811798e+03 5.23422173e+04 6.31668014e+02]
iteration # 5800; log-lik = 233148.470665
[ 3.51238088e+05 3.12998528e+06 2.74237437e+04 6.20392682e+04
8.41784556e+03 6.40721874e+04 4.18422349e+04 1.46535977e+03
3.99699769e+03 5.73570774e+03 1.77366301e+04 4.61398498e+02
1.35829410e+04 6.10045697e+03 1.25897939e+01 5.61555859e+02
3.58824914e+02 1.15251647e+04 7.65987544e+03 2.10135314e+07
2.74877765e+03 4.66538487e+05 1.21973046e-01 3.43755825e-02
6.60769604e+03 5.22614504e+04 6.29515736e+02]
iteration # 5900; log-lik = 233148.491486
[ 3.52470254e+05 3.14747081e+06 2.74872684e+04 6.21431309e+04
8.39719076e+03 6.40376521e+04 4.16371899e+04 1.46357242e+03
3.98080754e+03 5.74943046e+03 1.77180068e+04 4.62639441e+02
1.35519797e+04 6.06955705e+03 1.23075075e+01 5.57751930e+02
3.55167812e+02 1.15146908e+04 7.62203377e+03 2.19475442e+07
2.73481043e+03 4.86415426e+05 1.21516373e-01 3.42633264e-02
6.62184565e+03 5.21749129e+04 6.28019766e+02]
iteration # 6000; log-lik = 233148.501947
[ 3.51241025e+05 3.12869503e+06 2.74663163e+04 6.21561376e+04
8.41495581e+03 6.40668468e+04 4.13982330e+04 1.47015350e+03
3.98387928e+03 5.74482452e+03 1.77224003e+04 4.62064018e+02
1.35186891e+04 6.07240334e+03 1.24013590e+01 5.58301966e+02
3.56142054e+02 1.15010371e+04 7.62928915e+03 2.17850211e+07
2.74203623e+03 4.83166013e+05 1.21602956e-01 3.42425042e-02
6.62491710e+03 5.21527936e+04 6.27391995e+02]
iteration # 6100; log-lik = 233148.508076
[ 3.52353715e+05 3.12581679e+06 2.74788928e+04 6.21655535e+04
8.42505666e+03 6.41098789e+04 4.13544299e+04 1.47218323e+03
3.98809822e+03 5.74571546e+03 1.77252251e+04 4.61859161e+02
1.34228658e+04 6.05771614e+03 1.24069169e+01 5.57026361e+02
3.55034686e+02 1.14933347e+04 7.63542230e+03 2.18486118e+07
2.74179949e+03 4.84592650e+05 1.21522340e-01 3.42266562e-02
6.63371407e+03 5.20564267e+04 6.26638896e+02]
iteration # 6200; log-lik = 233148.517431
[ 3.52885971e+05 3.12569754e+06 2.74820613e+04 6.21506227e+04
8.42310965e+03 6.41062987e+04 4.14010443e+04 1.47431012e+03
3.98433498e+03 5.76074816e+03 1.77360814e+04 4.61561129e+02
1.33943871e+04 6.05722305e+03 1.23825865e+01 5.54237988e+02
3.53222959e+02 1.14881713e+04 7.63538515e+03 2.19133972e+07
2.74247130e+03 4.87042038e+05 1.21475125e-01 3.41747086e-02
6.63001987e+03 5.20152795e+04 6.26531570e+02]
iteration # 6300; log-lik = 233148.540807
[ 3.54585422e+05 3.15954891e+06 2.73841150e+04 6.19432279e+04
8.42127699e+03 6.41305516e+04 4.13488691e+04 1.46786581e+03
3.98325454e+03 5.76151976e+03 1.77557485e+04 4.61924078e+02
1.34353752e+04 6.07215522e+03 1.23428828e+01 5.51581885e+02
3.49966744e+02 1.15085163e+04 7.64680752e+03 2.20605213e+07
2.74707145e+03 4.90428596e+05 1.21286085e-01 3.41335495e-02
6.64215265e+03 5.19684732e+04 6.26912181e+02]
iteration # 6400; log-lik = 233148.558988
[ 3.53049955e+05 3.20520375e+06 2.73088430e+04 6.19294086e+04
8.39579781e+03 6.40230864e+04 4.11643265e+04 1.46052569e+03
3.97502296e+03 5.76863284e+03 1.78026405e+04 4.62283789e+02
1.36719046e+04 6.08482298e+03 1.21353740e+01 5.52962527e+02
3.50066321e+02 1.15165895e+04 7.63965336e+03 2.24145385e+07
2.74951832e+03 4.98318608e+05 1.21143686e-01 3.40985620e-02
6.63421686e+03 5.21285992e+04 6.28769727e+02]
iteration # 6500; log-lik = 233148.585978
[ 3.54196757e+05 3.23947136e+06 2.73115681e+04 6.18865497e+04
8.38506268e+03 6.39701353e+04 4.11226272e+04 1.44881926e+03
3.97490566e+03 5.76127904e+03 1.78078789e+04 4.62988003e+02
1.37468473e+04 6.08632263e+03 1.20890942e+01 5.51329386e+02
3.49895320e+02 1.15283442e+04 7.64938309e+03 2.24404044e+07
2.75150761e+03 4.98942179e+05 1.21083779e-01 3.40750348e-02
6.63884041e+03 5.22138045e+04 6.29779307e+02]
iteration # 6600; log-lik = 233148.690998
[ 3.70261094e+05 3.33633477e+06 2.72991194e+04 6.18146275e+04
8.36660404e+03 6.39511102e+04 4.04645811e+04 1.41365849e+03
3.98080689e+03 5.79534205e+03 1.76802769e+04 4.60771701e+02
1.36198822e+04 6.13008290e+03 1.21728531e+01 5.45390354e+02
3.47091811e+02 1.15366856e+04 7.67264763e+03 2.20103680e+07
2.76902048e+03 4.92579610e+05 1.21175313e-01 3.39717091e-02
6.65768703e+03 5.23997915e+04 6.32613394e+02]
iteration # 6700; log-lik = 233148.800957
[ 3.77692587e+05 3.58763851e+06 2.73650443e+04 6.19276750e+04
8.26727869e+03 6.34838318e+04 3.94318408e+04 1.33427941e+03
3.97774636e+03 5.77039334e+03 1.76788749e+04 4.61323815e+02
1.42577052e+04 6.06686511e+03 1.14875274e+01 5.45460800e+02
3.48936732e+02 1.15847289e+04 7.68010654e+03 2.31332542e+07
2.78378977e+03 5.17874863e+05 1.20467761e-01 3.37383837e-02
6.62245608e+03 5.32505263e+04 6.41044926e+02]
iteration # 6800; log-lik = 233148.995978
[ 4.11749948e+05 3.90857501e+06 2.76794922e+04 6.20517480e+04
8.22178239e+03 6.34678422e+04 3.73119846e+04 1.26137733e+03
3.98988136e+03 5.69493584e+03 1.75966036e+04 4.66729245e+02
1.41703457e+04 5.98645890e+03 1.09336820e+01 5.28415634e+02
3.37769964e+02 1.16878515e+04 7.74773437e+03 2.49441214e+07
2.77927763e+03 5.55436623e+05 1.19106234e-01 3.34140051e-02
6.63510424e+03 5.36503287e+04 6.45055986e+02]
iteration # 6900; log-lik = 233149.085682
[ 4.20943472e+05 4.01250186e+06 2.78134908e+04 6.20995509e+04
8.20225255e+03 6.35217401e+04 3.73433235e+04 1.25865679e+03
4.00185124e+03 5.73650373e+03 1.76571983e+04 4.67731080e+02
1.41966591e+04 5.99801446e+03 1.09201527e+01 5.27468040e+02
3.35087484e+02 1.17398809e+04 7.78620464e+03 2.41854766e+07
2.76464012e+03 5.39045822e+05 1.19672910e-01 3.35035536e-02
6.65955501e+03 5.39148534e+04 6.50098711e+02]
iteration # 7000; log-lik = 233149.160933
[ 4.26690804e+05 4.22387978e+06 2.76869951e+04 6.20044606e+04
8.12952489e+03 6.32620282e+04 3.70621893e+04 1.22704585e+03
3.99923550e+03 5.77214289e+03 1.76715208e+04 4.70173579e+02
1.46755789e+04 6.03063825e+03 1.05650022e+01 5.26528690e+02
3.34443045e+02 1.17843415e+04 7.79307292e+03 2.47020384e+07
2.75200402e+03 5.47866321e+05 1.19488971e-01 3.34691757e-02
6.68976691e+03 5.43529131e+04 6.56458875e+02]
iteration # 7100; log-lik = 233149.196825
[ 4.38673145e+05 4.45836020e+06 2.76529194e+04 6.19712148e+04
8.09123595e+03 6.31218768e+04 3.60439291e+04 1.19094330e+03
4.00243309e+03 5.76496220e+03 1.76970617e+04 4.68859958e+02
1.50452637e+04 6.05364069e+03 1.02248141e+01 5.28396529e+02
3.34271330e+02 1.18294935e+04 7.82738660e+03 2.53018295e+07
2.75475557e+03 5.62908642e+05 1.19115938e-01 3.33722176e-02
6.67369593e+03 5.48012523e+04 6.62935959e+02]
iteration # 7200; log-lik = 233149.208088
[ 4.39543861e+05 4.53115811e+06 2.75816036e+04 6.19288277e+04
8.08154284e+03 6.30644552e+04 3.58639477e+04 1.18532600e+03
4.00658049e+03 5.76521189e+03 1.77431329e+04 4.68358558e+02
1.52806997e+04 6.08657051e+03 1.01293074e+01 5.31244326e+02
3.34892815e+02 1.18522371e+04 7.84059738e+03 2.52905905e+07
2.74974776e+03 5.62605458e+05 1.19146751e-01 3.33767152e-02
6.67396519e+03 5.50259477e+04 6.66092506e+02]
iteration # 7300; log-lik = 233149.219763
[ 4.41795675e+05 4.58038048e+06 2.76213547e+04 6.19183363e+04
8.06868180e+03 6.30187853e+04 3.55535515e+04 1.17821086e+03
4.00538898e+03 5.75950694e+03 1.77491850e+04 4.68488837e+02
1.53734961e+04 6.08713187e+03 1.00385210e+01 5.29439405e+02
3.34090775e+02 1.18673488e+04 7.83878468e+03 2.56058716e+07
2.75075064e+03 5.68711123e+05 1.19039714e-01 3.33079959e-02
6.67356845e+03 5.51030340e+04 6.66736577e+02]
iteration # 7400; log-lik = 233149.227441
[ 4.43511151e+05 4.60620605e+06 2.76106595e+04 6.19504762e+04
8.06179494e+03 6.30002154e+04 3.53622671e+04 1.16801879e+03
4.01100075e+03 5.75113358e+03 1.77328908e+04 4.68217269e+02
1.54256978e+04 6.08251585e+03 1.00919502e+01 5.31471888e+02
3.36756660e+02 1.18820198e+04 7.84303536e+03 2.53939358e+07
2.75101120e+03 5.63552506e+05 1.19199254e-01 3.33405573e-02
6.67234893e+03 5.51754071e+04 6.67300631e+02]
iteration # 7500; log-lik = 233149.235125
[ 4.48105562e+05 4.62934757e+06 2.76309249e+04 6.20194297e+04
8.06732659e+03 6.30250940e+04 3.52696446e+04 1.15966340e+03
4.02460368e+03 5.73412402e+03 1.77341584e+04 4.67321665e+02
1.53530899e+04 6.06723922e+03 1.00896221e+01 5.31135751e+02
3.36737055e+02 1.18854710e+04 7.85479816e+03 2.54299534e+07
2.74803261e+03 5.63545469e+05 1.19118021e-01 3.33292583e-02
6.67797369e+03 5.51857412e+04 6.67080591e+02]
iteration # 7600; log-lik = 233149.238833
[ 4.46387225e+05 4.58551698e+06 2.76315719e+04 6.20086154e+04
8.07690481e+03 6.30679465e+04 3.54531235e+04 1.16798402e+03
4.02722359e+03 5.73554348e+03 1.77543013e+04 4.67856818e+02
1.52845447e+04 6.06883951e+03 1.01672379e+01 5.29628606e+02
3.36207194e+02 1.18846074e+04 7.85653600e+03 2.52500481e+07
2.74513494e+03 5.58958922e+05 1.19222279e-01 3.33487652e-02
6.68412980e+03 5.50799866e+04 6.65846355e+02]
iteration # 7700; log-lik = 233149.241906
[ 4.47195842e+05 4.60152051e+06 2.76651196e+04 6.20293600e+04
8.07381817e+03 6.30493698e+04 3.54031225e+04 1.16340935e+03
4.03005870e+03 5.72790730e+03 1.77647884e+04 4.68159958e+02
1.52960012e+04 6.05260019e+03 1.01132335e+01 5.28129832e+02
3.35573709e+02 1.18855235e+04 7.85591106e+03 2.54847941e+07
2.74164832e+03 5.63588665e+05 1.19097624e-01 3.33113181e-02
6.69154648e+03 5.50767839e+04 6.65581516e+02]
iteration # 7800; log-lik = 233149.243300
[ 4.46318414e+05 4.59865765e+06 2.76709821e+04 6.20305539e+04
8.07094603e+03 6.30335362e+04 3.54635988e+04 1.16534564e+03
4.02847681e+03 5.73326608e+03 1.77643150e+04 4.68822270e+02
1.53066920e+04 6.04985156e+03 1.00922546e+01 5.27078332e+02
3.35035329e+02 1.18812986e+04 7.85279781e+03 2.55572701e+07
2.73885811e+03 5.64647423e+05 1.19074140e-01 3.32991434e-02
6.69980490e+03 5.50739314e+04 6.65494386e+02]
iteration # 7900; log-lik = 233149.244077
[ 4.46869680e+05 4.59796788e+06 2.76783568e+04 6.20293146e+04
8.07402303e+03 6.30430766e+04 3.55269150e+04 1.16574049e+03
4.03132124e+03 5.73354537e+03 1.77720513e+04 4.68952204e+02
1.52803967e+04 6.04714741e+03 1.00941473e+01 5.26174390e+02
3.34488429e+02 1.18802452e+04 7.85666906e+03 2.55394427e+07
2.73632083e+03 5.64097063e+05 1.19066264e-01 3.32966486e-02
6.70799303e+03 5.50470408e+04 6.65394385e+02]
iteration # 8000; log-lik = 233149.244566
[ 4.47007833e+05 4.59111276e+06 2.76785200e+04 6.20320183e+04
8.07488538e+03 6.30478181e+04 3.55973939e+04 1.16705714e+03
4.03132294e+03 5.73575147e+03 1.77728584e+04 4.69169960e+02
1.52583748e+04 6.04880910e+03 1.01041650e+01 5.25535717e+02
3.34083136e+02 1.18785966e+04 7.85562536e+03 2.55082408e+07
2.73586142e+03 5.63281484e+05 1.19075183e-01 3.33006039e-02
6.71240563e+03 5.50331381e+04 6.65176267e+02]
iteration # 8100; log-lik = 233149.244889
[ 4.47230205e+05 4.59514374e+06 2.76822448e+04 6.20254675e+04
8.07499750e+03 6.30450124e+04 3.55822285e+04 1.16688563e+03
4.03135745e+03 5.73592105e+03 1.77736848e+04 4.69077908e+02
1.52600281e+04 6.04876095e+03 1.00860386e+01 5.25134221e+02
3.33713886e+02 1.18769178e+04 7.85609516e+03 2.55704519e+07
2.73591072e+03 5.64700409e+05 1.19033061e-01 3.32864063e-02
6.71329378e+03 5.50312506e+04 6.65206407e+02]
iteration # 8200; log-lik = 233149.246154
[ 4.47253868e+05 4.58684588e+06 2.76992872e+04 6.20616354e+04
8.07482554e+03 6.30538645e+04 3.56109054e+04 1.16963764e+03
4.02886460e+03 5.74418681e+03 1.77746899e+04 4.69268079e+02
1.52297689e+04 6.04410344e+03 1.01046293e+01 5.24890642e+02
3.33557749e+02 1.18755019e+04 7.85529867e+03 2.54553184e+07
2.73827027e+03 5.62183031e+05 1.19116724e-01 3.32951749e-02
6.71416521e+03 5.50458666e+04 6.65219741e+02]
iteration # 8300; log-lik = 233149.250288
[ 4.44305174e+05 4.56620721e+06 2.76921456e+04 6.20630999e+04
8.07886570e+03 6.30670193e+04 3.57071289e+04 1.17532790e+03
4.02588663e+03 5.74885791e+03 1.77872370e+04 4.69029781e+02
1.52512642e+04 6.03891504e+03 1.01039391e+01 5.25776611e+02
3.33640861e+02 1.18725206e+04 7.85061186e+03 2.54126587e+07
2.73812000e+03 5.60833893e+05 1.19190500e-01 3.32928633e-02
6.72122320e+03 5.50357236e+04 6.65009742e+02]
iteration # 8400; log-lik = 233149.255194
[ 4.43465177e+05 4.59571169e+06 2.76598909e+04 6.20665170e+04
8.06848864e+03 6.30414241e+04 3.56973969e+04 1.17617686e+03
4.02372222e+03 5.76090498e+03 1.78143569e+04 4.69309155e+02
1.53858503e+04 6.04528611e+03 1.00372023e+01 5.26033759e+02
3.33282233e+02 1.18816337e+04 7.85105607e+03 2.54585627e+07
2.73456385e+03 5.61016921e+05 1.19239489e-01 3.32803813e-02
6.73243223e+03 5.51308825e+04 6.65968095e+02]
iteration # 8500; log-lik = 233149.263126
[ 4.42118441e+05 4.53229854e+06 2.76347010e+04 6.21385814e+04
8.09726912e+03 6.31562366e+04 3.57919579e+04 1.18571549e+03
4.02675110e+03 5.74210467e+03 1.77781807e+04 4.69011120e+02
1.52202800e+04 6.02857927e+03 1.01509909e+01 5.27826661e+02
3.34444574e+02 1.18666212e+04 7.86126690e+03 2.51885708e+07
2.73462868e+03 5.55069756e+05 1.19313812e-01 3.33072826e-02
6.73983247e+03 5.50205021e+04 6.64191399e+02]
iteration # 8600; log-lik = 233149.280390
[ 4.40188884e+05 4.51087893e+06 2.75873109e+04 6.20718874e+04
8.11177073e+03 6.32283597e+04 3.59531586e+04 1.19855493e+03
4.02674968e+03 5.72429196e+03 1.77676186e+04 4.68373588e+02
1.53003485e+04 6.06969969e+03 1.01648799e+01 5.29799738e+02
3.34222492e+02 1.18708772e+04 7.88096706e+03 2.48427959e+07
2.74309762e+03 5.49242350e+05 1.19389219e-01 3.33151379e-02
6.71733031e+03 5.51159816e+04 6.65086005e+02]
iteration # 8700; log-lik = 233149.295795
[ 4.44491427e+05 4.56429078e+06 2.75547813e+04 6.19792367e+04
8.11508682e+03 6.32898150e+04 3.57442224e+04 1.19812569e+03
4.02694635e+03 5.72159515e+03 1.77200281e+04 4.68469220e+02
1.53262269e+04 6.09758055e+03 1.00812907e+01 5.29488562e+02
3.33155070e+02 1.18826998e+04 7.89515969e+03 2.50978442e+07
2.72971235e+03 5.54937084e+05 1.19203514e-01 3.32975323e-02
6.74140052e+03 5.50471969e+04 6.65266812e+02]
iteration # 8800; log-lik = 233149.306638
[ 4.44475551e+05 4.61291865e+06 2.75431603e+04 6.18972870e+04
8.11230135e+03 6.32806042e+04 3.55272207e+04 1.19432715e+03
4.02643303e+03 5.69203820e+03 1.76772969e+04 4.69746133e+02
1.54679337e+04 6.10191237e+03 9.96034918e+00 5.28775023e+02
3.32611213e+02 1.18940222e+04 7.90932424e+03 2.55064366e+07
2.72454561e+03 5.63525735e+05 1.18912126e-01 3.32224416e-02
6.74217501e+03 5.51201744e+04 6.66026256e+02]
iteration # 8900; log-lik = 233149.318219
[ 4.43434627e+05 4.66102741e+06 2.75518888e+04 6.18861503e+04
8.08796533e+03 6.32043698e+04 3.54262845e+04 1.18835585e+03
4.01834410e+03 5.70668580e+03 1.76685688e+04 4.71125306e+02
1.56317415e+04 6.09292843e+03 9.86565442e+00 5.29045446e+02
3.33364252e+02 1.19092421e+04 7.89875686e+03 2.57402581e+07
2.72015849e+03 5.67476201e+05 1.18897994e-01 3.32256194e-02
6.75341251e+03 5.51982783e+04 6.66858944e+02]
iteration # 9000; log-lik = 233149.339518
[ 4.41942620e+05 4.69348244e+06 2.75429531e+04 6.18419186e+04
8.06825869e+03 6.31376446e+04 3.54764962e+04 1.18399760e+03
4.01492642e+03 5.71637926e+03 1.76513096e+04 4.72303158e+02
1.58022953e+04 6.09523415e+03 9.84051044e+00 5.27866876e+02
3.34278198e+02 1.19217399e+04 7.90043627e+03 2.56061710e+07
2.72303010e+03 5.64402831e+05 1.19021136e-01 3.32135499e-02
6.76123776e+03 5.52831736e+04 6.67680344e+02]
iteration # 9100; log-lik = 233149.404053
[ 4.28406441e+05 4.78939333e+06 2.76086386e+04 6.18586538e+04
8.03604499e+03 6.30221623e+04 3.58013860e+04 1.20600997e+03
3.99408411e+03 5.72083585e+03 1.76421346e+04 4.76313454e+02
1.66431191e+04 6.10902254e+03 9.35475379e+00 5.30073023e+02
3.36944900e+02 1.19257190e+04 7.92302884e+03 2.58411334e+07
2.72716670e+03 5.67987592e+05 1.19121312e-01 3.31609328e-02
6.82062645e+03 5.55492284e+04 6.71412893e+02]
iteration # 9200; log-lik = 233149.416691
[ 4.26519937e+05 4.76521023e+06 2.76245236e+04 6.18487299e+04
8.04271658e+03 6.30477361e+04 3.59314172e+04 1.21667292e+03
3.99126983e+03 5.73902547e+03 1.76406279e+04 4.77275339e+02
1.66220243e+04 6.11214022e+03 9.41930404e+00 5.27469969e+02
3.37675819e+02 1.19244255e+04 7.93763659e+03 2.54259373e+07
2.73036845e+03 5.58768796e+05 1.19385821e-01 3.31752854e-02
6.84261823e+03 5.54140697e+04 6.70640442e+02]
iteration # 9300; log-lik = 233149.426388
[ 4.23927996e+05 4.76903030e+06 2.76248515e+04 6.18413657e+04
8.03762844e+03 6.30202411e+04 3.58829774e+04 1.21518110e+03
3.98778940e+03 5.73503509e+03 1.76639569e+04 4.76442129e+02
1.67422839e+04 6.11490897e+03 9.39230883e+00 5.29722457e+02
3.39682544e+02 1.19369012e+04 7.93295492e+03 2.55076378e+07
2.72814609e+03 5.61301908e+05 1.19403919e-01 3.31890711e-02
6.82287156e+03 5.54144607e+04 6.70619776e+02]
iteration # 9400; log-lik = 233149.439746
[ 4.23496302e+05 4.80371710e+06 2.76130929e+04 6.19191935e+04
8.04033155e+03 6.30098928e+04 3.57415785e+04 1.21046533e+03
3.99014276e+03 5.72155060e+03 1.77014700e+04 4.74749192e+02
1.68770783e+04 6.10847512e+03 9.29684644e+00 5.33372069e+02
3.42433367e+02 1.19444522e+04 7.94196316e+03 2.56870895e+07
2.72428217e+03 5.66361710e+05 1.19325429e-01 3.32000787e-02
6.81702032e+03 5.54148718e+04 6.70811049e+02]
iteration # 9500; log-lik = 233149.453919
[ 4.21958530e+05 4.76436482e+06 2.75746006e+04 6.19471758e+04
8.05886720e+03 6.30647358e+04 3.60680114e+04 1.21658071e+03
3.99824178e+03 5.70417193e+03 1.77240881e+04 4.73708330e+02
1.68383380e+04 6.11491913e+03 9.27728027e+00 5.35552076e+02
3.44128626e+02 1.19347305e+04 7.94879484e+03 2.57286738e+07
2.71919649e+03 5.68402079e+05 1.19206912e-01 3.32715876e-02
6.81550859e+03 5.51828818e+04 6.68955345e+02]
iteration # 9600; log-lik = 233149.467564
[ 4.22299041e+05 4.83797230e+06 2.75316984e+04 6.18333737e+04
8.03338092e+03 6.29686085e+04 3.60700841e+04 1.20873165e+03
3.99870632e+03 5.72629217e+03 1.77869062e+04 4.74127240e+02
1.70444037e+04 6.12383150e+03 9.13586064e+00 5.31991931e+02
3.40882898e+02 1.19454585e+04 7.94155757e+03 2.61778816e+07
2.71731365e+03 5.77742324e+05 1.19014640e-01 3.31950355e-02
6.83002574e+03 5.52470490e+04 6.70069526e+02]
iteration # 9700; log-lik = 233149.479919
[ 4.13595976e+05 4.78662918e+06 2.75031428e+04 6.18227294e+04
8.03757540e+03 6.29926511e+04 3.63623940e+04 1.22780715e+03
3.98911136e+03 5.72821898e+03 1.78012152e+04 4.74653456e+02
1.72349056e+04 6.12866529e+03 9.10217867e+00 5.33971133e+02
3.43602478e+02 1.19473916e+04 7.94387496e+03 2.60407032e+07
2.72201244e+03 5.75426263e+05 1.19163847e-01 3.32338092e-02
6.82363904e+03 5.51038654e+04 6.68512769e+02]
iteration # 9800; log-lik = 233149.506784
[ 4.10089085e+05 4.77496460e+06 2.74191280e+04 6.16528821e+04
8.02686596e+03 6.29781910e+04 3.64923744e+04 1.23545716e+03
3.98200312e+03 5.74158426e+03 1.77827069e+04 4.73479163e+02
1.73640818e+04 6.15740290e+03 8.99839655e+00 5.34953477e+02
3.41828186e+02 1.19472774e+04 7.91745471e+03 2.65623330e+07
2.72545629e+03 5.86920925e+05 1.18892828e-01 3.32037553e-02
6.80810812e+03 5.50131810e+04 6.67221953e+02]
iteration # 9900; log-lik = 233149.540059
[ 4.08030504e+05 4.76317989e+06 2.74383916e+04 6.16756493e+04
8.03951741e+03 6.29505266e+04 3.62726136e+04 1.23115994e+03
3.98576088e+03 5.69170182e+03 1.77265379e+04 4.71343957e+02
1.73783511e+04 6.14062782e+03 8.87264173e+00 5.36801083e+02
3.44532042e+02 1.19289173e+04 7.91630722e+03 2.73717457e+07
2.72769725e+03 6.05820771e+05 1.18360418e-01 3.31189871e-02
6.77210153e+03 5.48401113e+04 6.64885681e+02]
iteration # 10000; log-lik = 233149.589964
[ 3.99767946e+05 4.69559816e+06 2.74852814e+04 6.15734307e+04
8.06210700e+03 6.29828364e+04 3.63832175e+04 1.26143865e+03
3.98334594e+03 5.68042205e+03 1.76991130e+04 4.67977202e+02
1.75197773e+04 6.16118004e+03 8.68858801e+00 5.35357284e+02
3.44100307e+02 1.19020853e+04 7.91686073e+03 2.79830619e+07
2.73868039e+03 6.21351818e+05 1.18005131e-01 3.29537472e-02
6.75430442e+03 5.45592552e+04 6.60959705e+02]
iteration # 10100; log-lik = 233149.725254
[ 3.88100333e+05 4.95737084e+06 2.74926709e+04 6.12289393e+04
7.93116979e+03 6.25778489e+04 3.66767536e+04 1.26700497e+03
3.97130158e+03 5.77594391e+03 1.78548728e+04 4.71401034e+02
1.88875459e+04 6.18269214e+03 8.10058812e+00 5.21261241e+02
3.40219762e+02 1.20055448e+04 7.92073805e+03 2.91787703e+07
2.75362969e+03 6.48070886e+05 1.17811707e-01 3.26868345e-02
6.73326789e+03 5.47247441e+04 6.61662482e+02]
iteration # 10200; log-lik = 233149.860824
[ 3.66562431e+05 5.24674554e+06 2.73408377e+04 6.08848437e+04
7.86948861e+03 6.23839846e+04 3.77164014e+04 1.30561602e+03
4.00314276e+03 5.75060070e+03 1.79713698e+04 4.69089020e+02
2.08891361e+04 6.18602060e+03 7.15264318e+00 5.20964972e+02
3.39148523e+02 1.20972131e+04 8.00340229e+03 3.14434268e+07
2.75034226e+03 6.99208077e+05 1.16735553e-01 3.23302833e-02
6.70822040e+03 5.48129868e+04 6.61352665e+02]
iteration # 10300; log-lik = 233150.066531
[ 3.53375534e+05 5.32726938e+06 2.73308025e+04 6.08429317e+04
7.87451788e+03 6.23403917e+04 3.88868111e+04 1.36269965e+03
4.00683229e+03 5.66762282e+03 1.78483637e+04 4.72654481e+02
2.17870259e+04 6.19088387e+03 6.47402519e+00 5.19124653e+02
3.37455418e+02 1.21018395e+04 8.04421104e+03 3.40840157e+07
2.74560868e+03 7.53561305e+05 1.15400727e-01 3.21382602e-02
6.74055908e+03 5.44730681e+04 6.58094274e+02]
iteration # 10400; log-lik = 233150.325284
[ 3.33720818e+05 5.60370334e+06 2.73123227e+04 6.07991394e+04
7.79538449e+03 6.19968049e+04 4.11267507e+04 1.39821763e+03
4.06162089e+03 5.68069419e+03 1.81529286e+04 4.67078702e+02
2.41468037e+04 6.23083476e+03 5.85923359e+00 5.25889660e+02
3.45316355e+02 1.22606831e+04 8.09083982e+03 3.43801857e+07
2.72994418e+03 7.59380922e+05 1.15621340e-01 3.21440306e-02
6.74659984e+03 5.46510832e+04 6.58153339e+02]
iteration # 10500; log-lik = 233150.486968
[ 3.35752217e+05 5.66196053e+06 2.75417359e+04 6.12667801e+04
7.81509302e+03 6.20356104e+04 4.14010174e+04 1.42844757e+03
4.09227379e+03 5.60881763e+03 1.80922259e+04 4.62632165e+02
2.42931791e+04 6.20187261e+03 5.62357186e+00 5.26520381e+02
3.49432030e+02 1.22842334e+04 8.14465451e+03 3.42578764e+07
2.77435983e+03 7.57543892e+05 1.15555288e-01 3.20375056e-02
6.72719872e+03 5.46778097e+04 6.54827194e+02]
iteration # 10600; log-lik = 233150.547509
[ 3.37071255e+05 5.76859135e+06 2.76659643e+04 6.12931374e+04
7.81158506e+03 6.19558040e+04 4.10909843e+04 1.42448547e+03
4.10090606e+03 5.58359528e+03 1.80883005e+04 4.61653962e+02
2.46084896e+04 6.19952210e+03 5.52299084e+00 5.24140444e+02
3.51368640e+02 1.23164127e+04 8.18598702e+03 3.42328467e+07
2.79184080e+03 7.59589647e+05 1.15501306e-01 3.19352986e-02
6.70747825e+03 5.47729571e+04 6.56003866e+02]
iteration # 10700; log-lik = 233150.638799
[ 3.42573587e+05 6.18575650e+06 2.76395512e+04 6.11071981e+04
7.74174980e+03 6.17377812e+04 4.12154858e+04 1.41821426e+03
4.10087140e+03 5.62636674e+03 1.80923516e+04 4.66522837e+02
2.59940573e+04 6.26066035e+03 5.22350847e+00 5.16055388e+02
3.47008228e+02 1.24147527e+04 8.28115854e+03 3.37305441e+07
2.82325969e+03 7.49574548e+05 1.15594358e-01 3.18190444e-02
6.74092626e+03 5.54120512e+04 6.65950344e+02]
iteration # 10800; log-lik = 233150.743216
[ 3.47598252e+05 6.28780828e+06 2.77161633e+04 6.13305430e+04
7.75856809e+03 6.17099347e+04 4.12355940e+04 1.39794194e+03
4.13236311e+03 5.57975443e+03 1.80524910e+04 4.62277437e+02
2.61080978e+04 6.23057173e+03 5.17343338e+00 5.24571159e+02
3.54170377e+02 1.24531217e+04 8.32046778e+03 3.30310223e+07
2.82582779e+03 7.37007793e+05 1.15711847e-01 3.18903695e-02
6.74057916e+03 5.56114337e+04 6.67893369e+02]
iteration # 10900; log-lik = 233150.829117
[ 3.42889329e+05 6.77068818e+06 2.77870977e+04 6.12535365e+04
7.67992166e+03 6.13625256e+04 4.13629272e+04 1.40181446e+03
4.13644008e+03 5.57431089e+03 1.80074798e+04 4.62569667e+02
2.83983742e+04 6.23185881e+03 4.60200229e+00 5.20297551e+02
3.55878881e+02 1.25518009e+04 8.38256409e+03 3.50846339e+07
2.84838164e+03 7.82031308e+05 1.14951180e-01 3.15797461e-02
6.76976182e+03 5.58714335e+04 6.71104291e+02]
iteration # 11000; log-lik = 233150.925266
[ 3.43757031e+05 7.30693286e+06 2.78374057e+04 6.12848131e+04
7.59231678e+03 6.09591915e+04 4.11390167e+04 1.37504204e+03
4.12998538e+03 5.55817804e+03 1.80198086e+04 4.61445107e+02
3.03757826e+04 6.19563764e+03 4.05569766e+00 5.16748657e+02
3.54767711e+02 1.26390429e+04 8.39006354e+03 3.92667129e+07
2.85545282e+03 8.76544055e+05 1.13463460e-01 3.12610207e-02
6.74912394e+03 5.60106581e+04 6.73113998e+02]
iteration # 11100; log-lik = 233150.965359
[ 3.38184924e+05 7.84393755e+06 2.78731537e+04 6.12318693e+04
7.52788375e+03 6.06825796e+04 4.13190246e+04 1.37924007e+03
4.13132231e+03 5.53012417e+03 1.80040448e+04 4.60964858e+02
3.29321603e+04 6.17675676e+03 3.53676254e+00 5.15085914e+02
3.54008567e+02 1.27182158e+04 8.42603772e+03 4.37858682e+07
2.83860838e+03 9.75425065e+05 1.12078404e-01 3.09244092e-02
6.79052454e+03 5.60715546e+04 6.74360480e+02]
iteration # 11200; log-lik = 233151.055263
[ 3.45323963e+05 8.07624649e+06 2.78469929e+04 6.13315293e+04
7.51721765e+03 6.05465068e+04 4.03745070e+04 1.34407600e+03
4.12833209e+03 5.47638099e+03 1.79195662e+04 4.61658017e+02
3.32972580e+04 6.16637709e+03 3.45697598e+00 5.20352124e+02
3.54440285e+02 1.27561549e+04 8.43366896e+03 4.51550897e+07
2.82342397e+03 1.00313317e+06 1.11558264e-01 3.08347976e-02
6.75983154e+03 5.66734132e+04 6.81133523e+02]
iteration # 11300; log-lik = 233151.138669
[ 3.43618556e+05 8.78486257e+06 2.78910390e+04 6.13854414e+04
7.39691733e+03 6.00643158e+04 4.03023647e+04 1.33320524e+03
4.10772107e+03 5.52250017e+03 1.79761300e+04 4.66435466e+02
3.61724913e+04 6.13860366e+03 3.01767199e+00 5.12280161e+02
3.48560058e+02 1.28571163e+04 8.42693376e+03 5.07462358e+07
2.79155353e+03 1.11795465e+06 1.10347689e-01 3.04926539e-02
6.80075739e+03 5.71672934e+04 6.87028305e+02]
iteration # 11400; log-lik = 233151.199905
[ 3.42251007e+05 9.23598548e+06 2.81202949e+04 6.15223239e+04
7.32393156e+03 5.97020977e+04 4.01842396e+04 1.33016170e+03
4.10016071e+03 5.52238664e+03 1.79785859e+04 4.67944454e+02
3.82250602e+04 6.10783703e+03 2.74527336e+00 5.03653380e+02
3.46939768e+02 1.29319684e+04 8.43311428e+03 5.45096015e+07
2.79673173e+03 1.20180705e+06 1.09572122e-01 3.01751101e-02
6.78322913e+03 5.74273608e+04 6.88758875e+02]
iteration # 11500; log-lik = 233151.247073
[ 3.38170777e+05 9.48304360e+06 2.81629322e+04 6.15111450e+04
7.27580087e+03 5.95175328e+04 4.05860286e+04 1.34557812e+03
4.09322779e+03 5.53990218e+03 1.79979777e+04 4.69453279e+02
3.96970969e+04 6.11507924e+03 2.54889359e+00 4.98565021e+02
3.42698702e+02 1.29524182e+04 8.41943555e+03 5.84257457e+07
2.78300780e+03 1.28636861e+06 1.08776800e-01 2.99959758e-02
6.78338596e+03 5.73914269e+04 6.88513024e+02]
iteration # 11600; log-lik = 233151.309606
[ 3.30145747e+05 9.47201160e+06 2.81624243e+04 6.15251608e+04
7.27103392e+03 5.95026525e+04 4.13414380e+04 1.39836277e+03
4.08835817e+03 5.55262029e+03 1.80365581e+04 4.69566941e+02
4.08338483e+04 6.16421442e+03 2.41073493e+00 4.97162627e+02
3.40013995e+02 1.29355940e+04 8.42691252e+03 6.05532560e+07
2.78647850e+03 1.33561449e+06 1.08342652e-01 2.99149390e-02
6.77529110e+03 5.71672396e+04 6.86908824e+02]
iteration # 11700; log-lik = 233151.475195
[ 3.19006598e+05 9.35897239e+06 2.79671443e+04 6.14538568e+04
7.26890184e+03 5.94243732e+04 4.17926508e+04 1.41449090e+03
4.07858530e+03 5.55769983e+03 1.79409575e+04 4.63986510e+02
4.18569244e+04 6.15822638e+03 2.33200337e+00 5.11827607e+02
3.43187410e+02 1.28964979e+04 8.38407505e+03 6.20374891e+07
2.81162077e+03 1.37913038e+06 1.07989327e-01 2.98745192e-02
6.68604897e+03 5.72559978e+04 6.88632757e+02]
iteration # 11800; log-lik = 233151.629545
[ 3.02432126e+05 1.02532770e+07 2.80990496e+04 6.15630504e+04
7.11850484e+03 5.86998911e+04 4.35198529e+04 1.44669154e+03
4.08243550e+03 5.61723551e+03 1.80918561e+04 4.65925562e+02
4.78826102e+04 6.15665970e+03 1.91405664e+00 5.05824264e+02
3.42729371e+02 1.30043744e+04 8.38538961e+03 6.96375997e+07
2.82446609e+03 1.54552496e+06 1.06959894e-01 2.95225807e-02
6.69372625e+03 5.75910187e+04 6.93150848e+02]
iteration # 11900; log-lik = 233151.873969
[ 3.04462322e+05 1.03671440e+07 2.79210598e+04 6.15422412e+04
7.10164061e+03 5.86378293e+04 4.21534553e+04 1.41657470e+03
4.06945354e+03 5.66525463e+03 1.79136272e+04 4.64495034e+02
4.80634628e+04 6.18740985e+03 1.96237975e+00 5.21560948e+02
3.46895002e+02 1.29721073e+04 8.34101166e+03 6.77009287e+07
2.83198113e+03 1.51129946e+06 1.07497638e-01 2.95877759e-02
6.66956739e+03 5.82783580e+04 7.01531888e+02]
iteration # 12000; log-lik = 233152.272369
[ 2.83949500e+05 1.29040498e+07 2.78986659e+04 6.19470315e+04
6.88899293e+03 5.76367250e+04 4.23903842e+04 1.45550505e+03
4.08473749e+03 5.63915010e+03 1.78718424e+04 4.63303304e+02
6.32759761e+04 6.14717647e+03 1.27283971e+00 5.31726061e+02
3.51399574e+02 1.31770619e+04 8.44067189e+03 9.13664266e+07
2.80529169e+03 2.04263242e+06 1.04281422e-01 2.86993803e-02
6.68857093e+03 5.92012752e+04 7.14654530e+02]
iteration # 12100; log-lik = 233152.566105
[ 2.88541846e+05 1.44776996e+07 2.77238646e+04 6.20049866e+04
6.80546992e+03 5.73173502e+04 4.29404681e+04 1.49387676e+03
4.11100114e+03 5.68527706e+03 1.76076696e+04 4.58664202e+02
7.07502334e+04 6.21801718e+03 1.04199998e+00 5.25157112e+02
3.48114302e+02 1.33173414e+04 8.57785142e+03 9.91099584e+07
2.86486896e+03 2.25376046e+06 1.03051543e-01 2.81906925e-02
6.66985413e+03 5.92908537e+04 7.20478261e+02]
iteration # 12200; log-lik = 233152.760502
[ 2.73285890e+05 1.78617855e+07 2.77072054e+04 6.21352790e+04
6.57885191e+03 5.62875127e+04 4.36786092e+04 1.52189602e+03
4.14367628e+03 5.69046335e+03 1.77929158e+04 4.55228098e+02
9.07043744e+04 6.18541347e+03 6.82078083e-01 5.13952687e+02
3.43774838e+02 1.35535864e+04 8.65000274e+03 1.38533209e+08
2.87367369e+03 3.18102164e+06 9.93847326e-02 2.72673529e-02
6.59746547e+03 5.92367560e+04 7.21911331e+02]
iteration # 12300; log-lik = 233152.849228
[ 2.78272866e+05 1.93681817e+07 2.78130944e+04 6.21725173e+04
6.51471637e+03 5.59889139e+04 4.25755871e+04 1.49799195e+03
4.12453050e+03 5.64249426e+03 1.75851545e+04 4.59074686e+02
9.66060521e+04 6.15688116e+03 6.04500383e-01 5.07647250e+02
3.40830979e+02 1.36602645e+04 8.68881437e+03 1.54142888e+08
2.87013516e+03 3.52966027e+06 9.80785136e-02 2.68980587e-02
6.60729798e+03 5.97481561e+04 7.27259800e+02]
iteration # 12400; log-lik = 233152.893389
[ 2.78328946e+05 2.17945695e+07 2.78138208e+04 6.21907831e+04
6.40111223e+03 5.55016312e+04 4.27164982e+04 1.49529598e+03
4.13941960e+03 5.64015465e+03 1.75556789e+04 4.58963479e+02
1.08288574e+05 6.14654039e+03 4.92306642e-01 4.96728858e+02
3.35814233e+02 1.38157398e+04 8.74573817e+03 1.79988589e+08
2.88786420e+03 4.13632173e+06 9.63228033e-02 2.64109567e-02
6.59245743e+03 5.98538831e+04 7.29422308e+02]
iteration # 12500; log-lik = 233152.921170
[ 2.78169750e+05 2.24484839e+07 2.78651974e+04 6.22631387e+04
6.36150934e+03 5.52945971e+04 4.21391899e+04 1.47729773e+03
4.12432811e+03 5.63999523e+03 1.75063761e+04 4.61583323e+02
1.11455110e+05 6.12442702e+03 4.67959401e-01 4.96838512e+02
3.35065385e+02 1.38306108e+04 8.71477173e+03 1.90943455e+08
2.87036791e+03 4.37484613e+06 9.57932067e-02 2.62891091e-02
6.59569124e+03 6.01456214e+04 7.32890484e+02]
iteration # 12600; log-lik = 233152.949620
[ 2.76639725e+05 2.42273887e+07 2.78161041e+04 6.22378484e+04
6.28581836e+03 5.49450931e+04 4.21808613e+04 1.48086083e+03
4.13158319e+03 5.65630929e+03 1.74688927e+04 4.62608357e+02
1.21135387e+05 6.14735442e+03 4.09122848e-01 4.92952000e+02
3.33129639e+02 1.39284062e+04 8.74757401e+03 2.10401877e+08
2.86637855e+03 4.82718842e+06 9.47718830e-02 2.60175940e-02
6.59021112e+03 6.03197076e+04 7.37013827e+02]
iteration # 12700; log-lik = 233153.022376
[ 2.72162798e+05 2.37633817e+07 2.77912330e+04 6.21883266e+04
6.29523679e+03 5.50309575e+04 4.23430908e+04 1.48754215e+03
4.13745141e+03 5.65181862e+03 1.75790041e+04 4.60633069e+02
1.20840639e+05 6.13324005e+03 4.15206150e-01 4.95817043e+02
3.35793654e+02 1.39370501e+04 8.71321550e+03 2.10969938e+08
2.85587308e+03 4.82560707e+06 9.49097236e-02 2.61009508e-02
6.60147365e+03 5.98898732e+04 7.30974641e+02]
iteration # 12800; log-lik = 233153.084123
[ 2.74571173e+05 2.51115945e+07 2.77796514e+04 6.21657057e+04
6.24848045e+03 5.48205435e+04 4.16436563e+04 1.46250355e+03
4.14901060e+03 5.63432043e+03 1.75981083e+04 4.62745554e+02
1.26922607e+05 6.14203455e+03 3.87605253e-01 4.95615426e+02
3.35104272e+02 1.40117490e+04 8.73140273e+03 2.23219757e+08
2.85216003e+03 5.08908776e+06 9.43613584e-02 2.59877620e-02
6.60631817e+03 6.02103952e+04 7.36087456e+02]
iteration # 12900; log-lik = 233153.118078
[ 2.72630687e+05 2.42873063e+07 2.77248224e+04 6.21262591e+04
6.28206452e+03 5.50241083e+04 4.19993733e+04 1.47033927e+03
4.16827824e+03 5.61957434e+03 1.76180953e+04 4.63911537e+02
1.23518055e+05 6.13165695e+03 4.16239468e-01 4.99287655e+02
3.38246832e+02 1.40141853e+04 8.74616832e+03 2.07252650e+08
2.84965804e+03 4.69839342e+06 9.52069208e-02 2.61777949e-02
6.63223144e+03 6.01948361e+04 7.34408616e+02]
iteration # 13000; log-lik = 233153.144666
[ 2.70591387e+05 2.29652344e+07 2.77440586e+04 6.21884300e+04
6.33088877e+03 5.52578666e+04 4.18753459e+04 1.48090645e+03
4.17076429e+03 5.61836382e+03 1.76624454e+04 4.63025191e+02
1.18204585e+05 6.12482909e+03 4.51654146e-01 5.05177811e+02
3.42168101e+02 1.39400267e+04 8.71025456e+03 1.94904232e+08
2.85372378e+03 4.41520403e+06 9.59930386e-02 2.63946549e-02
6.63899728e+03 5.99021279e+04 7.30261334e+02]
iteration # 13100; log-lik = 233153.170579
[ 2.70437061e+05 2.25262459e+07 2.77129348e+04 6.21506149e+04
6.34917924e+03 5.54306414e+04 4.24316363e+04 1.49474815e+03
4.18680725e+03 5.64645068e+03 1.77454315e+04 4.64065763e+02
1.16166882e+05 6.13817099e+03 4.76508816e-01 5.06629382e+02
3.41652928e+02 1.39479429e+04 8.73843378e+03 1.80599081e+08
2.85711995e+03 4.08559895e+06 9.68894483e-02 2.65662101e-02
6.66190659e+03 6.00418878e+04 7.31931396e+02]
iteration # 13200; log-lik = 233153.185988
[ 2.71038324e+05 2.25324676e+07 2.77350272e+04 6.22038844e+04
6.35612248e+03 5.54599974e+04 4.24526332e+04 1.49599540e+03
4.19684730e+03 5.62851387e+03 1.76883710e+04 4.66234741e+02
1.15691304e+05 6.11139998e+03 4.79350222e-01 5.06965630e+02
3.41714065e+02 1.39567308e+04 8.76216769e+03 1.78016147e+08
2.85739773e+03 4.02022361e+06 9.69971163e-02 2.65741641e-02
6.66716910e+03 6.01816226e+04 7.33587819e+02]
iteration # 13300; log-lik = 233153.202156
[ 2.68589002e+05 2.16805556e+07 2.78024436e+04 6.22951131e+04
6.38976764e+03 5.56614714e+04 4.29274940e+04 1.52759379e+03
4.20781138e+03 5.64501023e+03 1.77387990e+04 4.65973143e+02
1.12851684e+05 6.11244320e+03 5.02871341e-01 5.08948491e+02
3.43873839e+02 1.39230632e+04 8.76098979e+03 1.68131449e+08
2.86102469e+03 3.79287307e+06 9.77519942e-02 2.67405118e-02
6.69293868e+03 5.99019462e+04 7.29977482e+02]
iteration # 13400; log-lik = 233153.231435
[ 2.72609429e+05 2.10844626e+07 2.79004306e+04 6.24094983e+04
6.41642299e+03 5.58355166e+04 4.26528321e+04 1.51475894e+03
4.20747308e+03 5.65654829e+03 1.77649997e+04 4.66083710e+02
1.08121526e+05 6.07611997e+03 5.37981046e-01 5.11473038e+02
3.45600422e+02 1.39088528e+04 8.75003246e+03 1.59155573e+08
2.85481712e+03 3.58477335e+06 9.84396646e-02 2.69258314e-02
6.69607465e+03 5.98873302e+04 7.29463438e+02]
iteration # 13500; log-lik = 233153.252812
[ 2.70954181e+05 2.17708981e+07 2.78896029e+04 6.25006698e+04
6.39787016e+03 5.57657910e+04 4.28220821e+04 1.51864191e+03
4.22548477e+03 5.62905799e+03 1.77391309e+04 4.66187083e+02
1.11538903e+05 6.02755057e+03 5.08946940e-01 5.12877607e+02
3.46822208e+02 1.39734793e+04 8.79529362e+03 1.64326687e+08
2.85830042e+03 3.70075921e+06 9.80497870e-02 2.68293446e-02
6.68320012e+03 5.99271977e+04 7.30384680e+02]
iteration # 13600; log-lik = 233153.268277
[ 2.72762210e+05 2.20696046e+07 2.79811348e+04 6.26308057e+04
6.38747679e+03 5.57273953e+04 4.28264376e+04 1.52067863e+03
4.22544107e+03 5.63605881e+03 1.77061404e+04 4.65295885e+02
1.12058773e+05 6.00717917e+03 4.96138820e-01 5.12984141e+02
3.47056935e+02 1.39930908e+04 8.80147595e+03 1.66815915e+08
2.86037774e+03 3.76126521e+06 9.78892185e-02 2.67994427e-02
6.67629768e+03 5.99320714e+04 7.30649028e+02]
iteration # 13700; log-lik = 233153.274301
[ 2.72308946e+05 2.19477215e+07 2.80405141e+04 6.27130514e+04
6.38360285e+03 5.57103365e+04 4.27377577e+04 1.51813688e+03
4.21063864e+03 5.64619725e+03 1.76991467e+04 4.65814942e+02
1.11594856e+05 5.98971296e+03 4.98027949e-01 5.14348846e+02
3.48282306e+02 1.39808295e+04 8.78230525e+03 1.66805453e+08
2.86199527e+03 3.76312190e+06 9.79619876e-02 2.68324329e-02
6.66375101e+03 5.99413717e+04 7.31136481e+02]
iteration # 13800; log-lik = 233153.277258
[ 2.71200642e+05 2.18130814e+07 2.80456041e+04 6.27128403e+04
6.38230394e+03 5.57287737e+04 4.28601319e+04 1.52299403e+03
4.20890048e+03 5.66022031e+03 1.76987893e+04 4.66733940e+02
1.11216222e+05 5.98779660e+03 5.04224132e-01 5.14595293e+02
3.49002917e+02 1.39786573e+04 8.77717498e+03 1.64141640e+08
2.86600043e+03 3.70235465e+06 9.82017722e-02 2.68805724e-02
6.66845193e+03 5.99217517e+04 7.30811647e+02]
iteration # 13900; log-lik = 233153.278202
[ 2.71717839e+05 2.17445559e+07 2.80414571e+04 6.27006241e+04
6.38721272e+03 5.57604344e+04 4.28759979e+04 1.52269505e+03
4.21019662e+03 5.65903522e+03 1.76980071e+04 4.66760149e+02
1.10641995e+05 5.98846154e+03 5.07733308e-01 5.14648935e+02
3.48980265e+02 1.39772836e+04 8.77754303e+03 1.63353482e+08
2.86471994e+03 3.68478569e+06 9.82450273e-02 2.69033861e-02
6.67286852e+03 5.98648117e+04 7.30296132e+02]
iteration # 14000; log-lik = 233153.278579
[ 2.71759291e+05 2.16814854e+07 2.80348030e+04 6.27048445e+04
6.39173845e+03 5.57856744e+04 4.28761726e+04 1.52513129e+03
4.21040959e+03 5.65800783e+03 1.76951133e+04 4.66673948e+02
1.10313175e+05 5.99049378e+03 5.09516793e-01 5.15141529e+02
3.48974730e+02 1.39715853e+04 8.77778235e+03 1.62903197e+08
2.86455340e+03 3.67559033e+06 9.82713233e-02 2.69147504e-02
6.67408597e+03 5.98388700e+04 7.30064597e+02]
iteration # 14100; log-lik = 233153.278954
[ 2.71514503e+05 2.15175854e+07 2.80372837e+04 6.27048491e+04
6.39853432e+03 5.58291386e+04 4.29267634e+04 1.52967333e+03
4.21015459e+03 5.65819730e+03 1.76972406e+04 4.67050245e+02
1.09616403e+05 5.99099599e+03 5.15416693e-01 5.15066889e+02
3.48945594e+02 1.39659588e+04 8.77726398e+03 1.61204779e+08
2.86517135e+03 3.63651995e+06 9.83985749e-02 2.69416233e-02
6.67720276e+03 5.97996465e+04 7.29475478e+02]
iteration # 14200; log-lik = 233153.279282
[ 2.71678948e+05 2.15155647e+07 2.80390483e+04 6.27135154e+04
6.40062520e+03 5.58430021e+04 4.29343174e+04 1.53224105e+03
4.21035395e+03 5.65771627e+03 1.76912921e+04 4.67040486e+02
1.09494743e+05 5.98893352e+03 5.14811188e-01 5.14715810e+02
3.48706103e+02 1.39659063e+04 8.78048451e+03 1.61306003e+08
2.86563704e+03 3.63967351e+06 9.83845938e-02 2.69350910e-02
6.67920240e+03 5.97656889e+04 7.29158726e+02]
iteration # 14300; log-lik = 233153.279680
[ 2.71823934e+05 2.13848522e+07 2.80417097e+04 6.27172565e+04
6.40504817e+03 5.58669862e+04 4.29636837e+04 1.53359217e+03
4.20851628e+03 5.66158945e+03 1.76867389e+04 4.67267864e+02
1.08793121e+05 5.98897029e+03 5.20243503e-01 5.14486032e+02
3.48645177e+02 1.39581964e+04 8.77743653e+03 1.59880221e+08
2.86599196e+03 3.60670834e+06 9.84907105e-02 2.69546536e-02
6.68184001e+03 5.97511964e+04 7.28934216e+02]
iteration # 14400; log-lik = 233153.279967
[ 2.71894664e+05 2.13224568e+07 2.80298227e+04 6.27132971e+04
6.40757538e+03 5.58880473e+04 4.30041182e+04 1.53549583e+03
4.20813899e+03 5.66501383e+03 1.76847397e+04 4.67432804e+02
1.08454839e+05 5.99112249e+03 5.23282763e-01 5.14548117e+02
3.48519480e+02 1.39563150e+04 8.77763053e+03 1.58884341e+08
2.86649816e+03 3.58419363e+06 9.85652477e-02 2.69701893e-02
6.68373661e+03 5.97390555e+04 7.28880431e+02]
iteration # 14500; log-lik = 233153.280148
[ 2.72102511e+05 2.12483859e+07 2.80251262e+04 6.27067868e+04
6.41139883e+03 5.59083415e+04 4.30042249e+04 1.53535092e+03
4.20832843e+03 5.66484872e+03 1.76849254e+04 4.67446217e+02
1.08027553e+05 5.99274351e+03 5.26919166e-01 5.14766105e+02
3.48566408e+02 1.39528774e+04 8.77703446e+03 1.58050733e+08
2.86552712e+03 3.56458647e+06 9.86217823e-02 2.69869415e-02
6.68496821e+03 5.97277016e+04 7.28781044e+02]
iteration # 14600; log-lik = 233153.280323
[ 2.72218802e+05 2.11272102e+07 2.80273651e+04 6.27185088e+04
6.41717632e+03 5.59362135e+04 4.29987693e+04 1.53585610e+03
4.20699512e+03 5.66346932e+03 1.76787222e+04 4.67435147e+02
1.07337626e+05 5.98970155e+03 5.31616343e-01 5.15076342e+02
3.48921897e+02 1.39463141e+04 8.77419071e+03 1.57145501e+08
2.86528002e+03 3.54395238e+06 9.86883411e-02 2.70071563e-02
6.68520026e+03 5.96842240e+04 7.28254099e+02]
iteration # 14700; log-lik = 233153.280492
[ 2.72167009e+05 2.10567131e+07 2.80185585e+04 6.26995466e+04
6.42047089e+03 5.59568144e+04 4.30247470e+04 1.53701149e+03
4.20670231e+03 5.66315968e+03 1.76783246e+04 4.67578002e+02
1.07034112e+05 5.99359755e+03 5.34708181e-01 5.15000305e+02
3.48797433e+02 1.39430545e+04 8.77433375e+03 1.56484734e+08
2.86395680e+03 3.52833425e+06 9.87315006e-02 2.70189560e-02
6.68692820e+03 5.96652892e+04 7.28075095e+02]
iteration # 14800; log-lik = 233153.280551
[ 2.72188910e+05 2.10340388e+07 2.80157940e+04 6.26916311e+04
6.42186611e+03 5.59635331e+04 4.30239685e+04 1.53717384e+03
4.20680944e+03 5.66230494e+03 1.76778795e+04 4.67576784e+02
1.06923886e+05 5.99591247e+03 5.35911282e-01 5.15029980e+02
3.48786259e+02 1.39422213e+04 8.77438213e+03 1.56219581e+08
2.86366254e+03 3.52240259e+06 9.87478873e-02 2.70226824e-02
6.68718907e+03 5.96627828e+04 7.28031530e+02]
iteration # 14900; log-lik = 233153.280612
[ 2.72148732e+05 2.10451560e+07 2.80137689e+04 6.26868696e+04
6.42131639e+03 5.59624876e+04 4.30292278e+04 1.53753051e+03
4.20669279e+03 5.66215673e+03 1.76755795e+04 4.67567760e+02
1.07002524e+05 5.99733064e+03 5.35320572e-01 5.14955257e+02
3.48734163e+02 1.39431616e+04 8.77472795e+03 1.56360233e+08
2.86353852e+03 3.52578737e+06 9.87374028e-02 2.70190499e-02
6.68678661e+03 5.96599309e+04 7.28022381e+02]
iteration # 15000; log-lik = 233153.280651
[ 2.72136699e+05 2.10739316e+07 2.80081449e+04 6.26817768e+04
6.41983370e+03 5.59571625e+04 4.30327127e+04 1.53710636e+03
4.20672986e+03 5.66216797e+03 1.76741041e+04 4.67464586e+02
1.07153742e+05 5.99848146e+03 5.34194207e-01 5.15014663e+02
3.48699571e+02 1.39451277e+04 8.77491835e+03 1.56620323e+08
2.86397314e+03 3.53227688e+06 9.87166574e-02 2.70142191e-02
6.68481422e+03 5.96641205e+04 7.28096178e+02]
iteration # 15100; log-lik = 233153.280685
[ 2.72161379e+05 2.10680784e+07 2.80089641e+04 6.26783951e+04
6.41986397e+03 5.59581061e+04 4.30278168e+04 1.53674058e+03
4.20691705e+03 5.66182482e+03 1.76713058e+04 4.67448751e+02
1.07124711e+05 5.99955868e+03 5.34737030e-01 5.15073080e+02
3.48777817e+02 1.39450156e+04 8.77460705e+03 1.56481655e+08
2.86385480e+03 3.52917818e+06 9.87272521e-02 2.70158170e-02
6.68435101e+03 5.96675331e+04 7.28099782e+02]
iteration # 15200; log-lik = 233153.280703
[ 2.72171702e+05 2.10587213e+07 2.80112187e+04 6.26795220e+04
6.41974547e+03 5.59577848e+04 4.30299346e+04 1.53644343e+03
4.20650040e+03 5.66251435e+03 1.76707690e+04 4.67474769e+02
1.07064121e+05 5.99879528e+03 5.35076108e-01 5.15066268e+02
3.48805163e+02 1.39443658e+04 8.77315338e+03 1.56460210e+08
2.86378977e+03 3.52855983e+06 9.87318973e-02 2.70183448e-02
6.68455664e+03 5.96620109e+04 7.28041698e+02]
iteration # 15300; log-lik = 233153.280721
[ 2.72201909e+05 2.10533888e+07 2.80120644e+04 6.26798933e+04
6.41982246e+03 5.59584763e+04 4.30293697e+04 1.53627589e+03
4.20643056e+03 5.66260860e+03 1.76695299e+04 4.67452321e+02
1.07018763e+05 5.99848465e+03 5.35229187e-01 5.15105363e+02
3.48793589e+02 1.39437715e+04 8.77221703e+03 1.56480061e+08
2.86369991e+03 3.52897814e+06 9.87310499e-02 2.70191522e-02
6.68441596e+03 5.96591071e+04 7.28001354e+02]
iteration # 15400; log-lik = 233153.280740
[ 2.72237486e+05 2.10629369e+07 2.80130853e+04 6.26815591e+04
6.41947760e+03 5.59575760e+04 4.30321055e+04 1.53664233e+03
4.20657821e+03 5.66292548e+03 1.76699059e+04 4.67474705e+02
1.07058395e+05 5.99872947e+03 5.34772979e-01 5.14993609e+02
3.48706659e+02 1.39443700e+04 8.77275822e+03 1.56545003e+08
2.86378968e+03 3.53044446e+06 9.87269750e-02 2.70169452e-02
6.68469078e+03 5.96597893e+04 7.28026363e+02]
iteration # 15500; log-lik = 233153.280762
[ 2.72264303e+05 2.10593119e+07 2.80126268e+04 6.26843369e+04
6.41967995e+03 5.59582508e+04 4.30287646e+04 1.53624606e+03
4.20680713e+03 5.66227537e+03 1.76689227e+04 4.67423003e+02
1.07024212e+05 5.99781255e+03 5.34961923e-01 5.15122313e+02
3.48745456e+02 1.39440805e+04 8.77233322e+03 1.56523698e+08
2.86395834e+03 3.52987597e+06 9.87278603e-02 2.70174870e-02
6.68404467e+03 5.96631394e+04 7.28023596e+02]
iteration # 15600; log-lik = 233153.280793
[ 2.72250339e+05 2.10611166e+07 2.80141409e+04 6.26854347e+04
6.41957019e+03 5.59584655e+04 4.30187594e+04 1.53621232e+03
4.20660935e+03 5.66220397e+03 1.76689342e+04 4.67457708e+02
1.07031305e+05 5.99733656e+03 5.34893393e-01 5.15125122e+02
3.48755510e+02 1.39441403e+04 8.77218396e+03 1.56567602e+08
2.86392131e+03 3.53086745e+06 9.87275843e-02 2.70171935e-02
6.68399516e+03 5.96615611e+04 7.28020710e+02]
iteration # 15700; log-lik = 233153.280846
[ 2.72428324e+05 2.10482000e+07 2.80140564e+04 6.26891869e+04
6.42017854e+03 5.59614618e+04 4.30182345e+04 1.53513164e+03
4.20680425e+03 5.66223220e+03 1.76717178e+04 4.67379536e+02
1.06897441e+05 5.99682913e+03 5.35772243e-01 5.15230384e+02
3.48776346e+02 1.39425983e+04 8.77149136e+03 1.56417434e+08
2.86382554e+03 3.52747315e+06 9.87371365e-02 2.70227664e-02
6.68344335e+03 5.96602985e+04 7.28029265e+02]
iteration # 15800; log-lik = 233153.280948
[ 2.72462790e+05 2.09839747e+07 2.80172547e+04 6.26915621e+04
6.42203081e+03 5.59738543e+04 4.30069080e+04 1.53496394e+03
4.20684281e+03 5.66424288e+03 1.76750162e+04 4.67462413e+02
1.06544622e+05 5.99458104e+03 5.38640789e-01 5.15099523e+02
3.48699292e+02 1.39378396e+04 8.76861621e+03 1.55927652e+08
2.86337547e+03 3.51579612e+06 9.87828168e-02 2.70318977e-02
6.68435350e+03 5.96423805e+04 7.27760901e+02]
iteration # 15900; log-lik = 233153.281006
[ 2.72379024e+05 2.09947134e+07 2.80176650e+04 6.26909476e+04
6.42188145e+03 5.59715491e+04 4.30232024e+04 1.53567670e+03
4.20753819e+03 5.66378565e+03 1.76761425e+04 4.67415103e+02
1.06631328e+05 5.99490744e+03 5.37645862e-01 5.14959482e+02
3.48631447e+02 1.39379563e+04 8.76948435e+03 1.56173436e+08
2.86301521e+03 3.52134515e+06 9.87621906e-02 2.70272818e-02
6.68476907e+03 5.96328154e+04 7.27675650e+02]
iteration # 16000; log-lik = 233153.281077
[ 2.72429696e+05 2.09520770e+07 2.80185756e+04 6.26957704e+04
6.42397937e+03 5.59808182e+04 4.30550086e+04 1.53591787e+03
4.20791038e+03 5.66267333e+03 1.76756219e+04 4.67389025e+02
1.06395076e+05 5.99453503e+03 5.39212419e-01 5.15075868e+02
3.48708701e+02 1.39357915e+04 8.76919869e+03 1.55830262e+08
2.86232260e+03 3.51377557e+06 9.87822938e-02 2.70360509e-02
6.68389246e+03 5.96198641e+04 7.27541622e+02]
iteration # 16100; log-lik = 233153.281138
[ 2.72458491e+05 2.09674349e+07 2.80178588e+04 6.26974353e+04
6.42359220e+03 5.59785169e+04 4.30544443e+04 1.53575440e+03
4.20853446e+03 5.66194306e+03 1.76751901e+04 4.67298125e+02
1.06452789e+05 5.99369919e+03 5.38343080e-01 5.15057120e+02
3.48632878e+02 1.39363003e+04 8.76925998e+03 1.56091503e+08
2.86236944e+03 3.51966416e+06 9.87611471e-02 2.70310947e-02
6.68357428e+03 5.96176106e+04 7.27492201e+02]
iteration # 16200; log-lik = 233153.281200
[ 2.72383663e+05 2.09489269e+07 2.80186702e+04 6.26979536e+04
6.42435429e+03 5.59827828e+04 4.30696438e+04 1.53649236e+03
4.20804477e+03 5.66178987e+03 1.76750174e+04 4.67384063e+02
1.06377063e+05 5.99341938e+03 5.38749751e-01 5.15040007e+02
3.48526462e+02 1.39351552e+04 8.76872969e+03 1.56032547e+08
2.86199046e+03 3.51835200e+06 9.87654733e-02 2.70327264e-02
6.68366303e+03 5.96144301e+04 7.27463103e+02]
iteration # 16300; log-lik = 233153.281291
[ 2.72325707e+05 2.09541983e+07 2.80163472e+04 6.26964775e+04
6.42406390e+03 5.59816465e+04 4.30757499e+04 1.53655065e+03
4.20810568e+03 5.66177058e+03 1.76762137e+04 4.67296119e+02
1.06436229e+05 5.99414341e+03 5.38140997e-01 5.15159533e+02
3.48506980e+02 1.39350415e+04 8.76745898e+03 1.56246502e+08
2.86176740e+03 3.52311752e+06 9.87525334e-02 2.70321828e-02
6.68414008e+03 5.96068869e+04 7.27393961e+02]
iteration # 16400; log-lik = 233153.281374
[ 2.72193132e+05 2.09565062e+07 2.80146291e+04 6.26955118e+04
6.42372961e+03 5.59776884e+04 4.30842339e+04 1.53615313e+03
4.20825372e+03 5.66160031e+03 1.76788424e+04 4.67254773e+02
1.06496145e+05 5.99457270e+03 5.37835868e-01 5.15274059e+02
3.48575171e+02 1.39346196e+04 8.76645621e+03 1.56393416e+08
2.86095092e+03 3.52664232e+06 9.87444801e-02 2.70324778e-02
6.68386467e+03 5.96033735e+04 7.27384799e+02]
iteration # 16500; log-lik = 233153.281458
[ 2.72150463e+05 2.09382886e+07 2.80164979e+04 6.26994428e+04
6.42546988e+03 5.59825088e+04 4.30823686e+04 1.53637557e+03
4.20872595e+03 5.65917242e+03 1.76785260e+04 4.67181349e+02
1.06420016e+05 5.99363493e+03 5.38123088e-01 5.15441660e+02
3.48703588e+02 1.39329637e+04 8.76676724e+03 1.56402711e+08
2.86068585e+03 3.52677704e+06 9.87393567e-02 2.70343207e-02
6.68401388e+03 5.95917739e+04 7.27245279e+02]
iteration # 16600; log-lik = 233153.281582
[ 2.72331640e+05 2.09129237e+07 2.80171985e+04 6.26998744e+04
6.42675868e+03 5.59915663e+04 4.30833383e+04 1.53647364e+03
4.20815360e+03 5.65987047e+03 1.76778721e+04 4.67291352e+02
1.06213326e+05 5.99298187e+03 5.39549571e-01 5.15188966e+02
3.48533625e+02 1.39315201e+04 8.76702013e+03 1.56082780e+08
2.86084527e+03 3.51982686e+06 9.87600578e-02 2.70374719e-02
6.68482354e+03 5.95855938e+04 7.27171092e+02]
iteration # 16700; log-lik = 233153.282022
[ 2.71939638e+05 2.09088711e+07 2.80106701e+04 6.26902517e+04
6.42724566e+03 5.59959614e+04 4.30733222e+04 1.53791702e+03
4.20659129e+03 5.65848411e+03 1.76794050e+04 4.67025110e+02
1.06315779e+05 5.99392171e+03 5.38854747e-01 5.15299144e+02
3.48679837e+02 1.39324824e+04 8.76779100e+03 1.56390665e+08
2.86260747e+03 3.52855850e+06 9.87337529e-02 2.70325428e-02
6.68004742e+03 5.95585043e+04 7.26786224e+02]
iteration # 16800; log-lik = 233153.282418
[ 2.71959028e+05 2.07634000e+07 2.80112036e+04 6.26784065e+04
6.43225392e+03 5.60233075e+04 4.30411420e+04 1.53773066e+03
4.20525566e+03 5.66086766e+03 1.76786371e+04 4.67153257e+02
1.05579923e+05 5.99382693e+03 5.45573990e-01 5.15270470e+02
3.48721896e+02 1.39238138e+04 8.76253670e+03 1.55221609e+08
2.86168865e+03 3.50116793e+06 9.88274169e-02 2.70545012e-02
6.67991128e+03 5.95271685e+04 7.26294236e+02]
iteration # 16900; log-lik = 233153.282876
[ 2.72257239e+05 2.06390971e+07 2.80040446e+04 6.26619682e+04
6.43691064e+03 5.60505406e+04 4.30009770e+04 1.53688399e+03
4.20457505e+03 5.66468414e+03 1.76819335e+04 4.67066042e+02
1.04853491e+05 5.99657260e+03 5.52366971e-01 5.15256608e+02
3.48654804e+02 1.39158731e+04 8.75811772e+03 1.53941798e+08
2.86291838e+03 3.47199841e+06 9.89253514e-02 2.70777308e-02
6.67913387e+03 5.94986382e+04 7.25870364e+02]
iteration # 17000; log-lik = 233153.283680
[ 2.71962488e+05 2.06962821e+07 2.80083013e+04 6.26714553e+04
6.43374664e+03 5.60256023e+04 4.30336637e+04 1.53735988e+03
4.20503178e+03 5.66403453e+03 1.76848546e+04 4.66997684e+02
1.05290400e+05 5.99884015e+03 5.49095466e-01 5.15286532e+02
3.48948641e+02 1.39200018e+04 8.75961857e+03 1.54422329e+08
2.86426744e+03 3.48398230e+06 9.88892650e-02 2.70705697e-02
6.67543686e+03 5.95113236e+04 7.26064568e+02]
iteration # 17100; log-lik = 233153.285004
[ 2.71587365e+05 2.04887241e+07 2.79977418e+04 6.26653612e+04
6.44142974e+03 5.60578357e+04 4.30563199e+04 1.53842060e+03
4.20419850e+03 5.66667878e+03 1.76923519e+04 4.66844478e+02
1.04458880e+05 6.00410532e+03 5.58154980e-01 5.16039240e+02
3.49575752e+02 1.39082913e+04 8.75208357e+03 1.52505484e+08
2.86666012e+03 3.44197718e+06 9.90447877e-02 2.71147049e-02
6.67197378e+03 5.94512233e+04 7.25291295e+02]
iteration # 17200; log-lik = 233153.287524
[ 2.72053938e+05 2.04644257e+07 2.79874338e+04 6.26662344e+04
6.44097241e+03 5.60484153e+04 4.29217088e+04 1.53331111e+03
4.20093982e+03 5.66968732e+03 1.76918776e+04 4.66939314e+02
1.04223052e+05 6.01226050e+03 5.60820540e-01 5.16066199e+02
3.49356901e+02 1.38952549e+04 8.74429033e+03 1.52600598e+08
2.86881264e+03 3.44814462e+06 9.90445394e-02 2.71210472e-02
6.66391887e+03 5.94464126e+04 7.25405113e+02]
iteration # 17300; log-lik = 233153.291009
[ 2.72739102e+05 2.06611891e+07 2.79191213e+04 6.26291801e+04
6.43435069e+03 5.60213595e+04 4.27330329e+04 1.52702524e+03
4.19766196e+03 5.67274654e+03 1.76731091e+04 4.66494317e+02
1.05202809e+05 6.03388810e+03 5.56095748e-01 5.16758642e+02
3.49483959e+02 1.39018142e+04 8.74685141e+03 1.53756940e+08
2.87233339e+03 3.47811748e+06 9.89589623e-02 2.71010036e-02
6.65969021e+03 5.94639190e+04 7.26040058e+02]
iteration # 17400; log-lik = 233153.293889
[ 2.72344036e+05 2.08565582e+07 2.79175844e+04 6.26763864e+04
6.43020216e+03 5.60017975e+04 4.27451180e+04 1.53025208e+03
4.20041235e+03 5.66403253e+03 1.76547877e+04 4.66470454e+02
1.06370036e+05 6.02730996e+03 5.45971603e-01 5.17459426e+02
3.49838299e+02 1.39164585e+04 8.76134461e+03 1.55337947e+08
2.87139079e+03 3.51364681e+06 9.88364016e-02 2.70637386e-02
6.65777568e+03 5.95125841e+04 7.26650915e+02]
iteration # 17500; log-lik = 233153.298800
[ 2.72648157e+05 2.05906720e+07 2.79009855e+04 6.27361143e+04
6.44376810e+03 5.60828114e+04 4.27937918e+04 1.53386987e+03
4.20067746e+03 5.67186705e+03 1.76309982e+04 4.66275277e+02
1.05031439e+05 6.02370782e+03 5.58004730e-01 5.19400367e+02
3.50619770e+02 1.38998459e+04 8.75764257e+03 1.52261520e+08
2.87218954e+03 3.44366594e+06 9.90957400e-02 2.71322404e-02
6.66060798e+03 5.94181332e+04 7.25509558e+02]
iteration # 17600; log-lik = 233153.308015
[ 2.71790199e+05 2.05863413e+07 2.79490049e+04 6.28063313e+04
6.43885790e+03 5.60998134e+04 4.29171173e+04 1.54150120e+03
4.19832579e+03 5.69026409e+03 1.76360648e+04 4.67644964e+02
1.05296119e+05 6.01232657e+03 5.57606807e-01 5.19015571e+02
3.50169519e+02 1.39059164e+04 8.75662516e+03 1.51381684e+08
2.87289833e+03 3.42612246e+06 9.92647495e-02 2.71617712e-02
6.66325055e+03 5.93593701e+04 7.25042028e+02]
iteration # 17700; log-lik = 233153.317578
[ 2.69847565e+05 2.09143203e+07 2.79184091e+04 6.27701379e+04
6.41365878e+03 5.60044142e+04 4.27137773e+04 1.53934286e+03
4.18219863e+03 5.72853965e+03 1.76329073e+04 4.68726826e+02
1.07971988e+05 6.03352420e+03 5.46194286e-01 5.19358717e+02
3.49244318e+02 1.39121108e+04 8.73865769e+03 1.53905048e+08
2.87521768e+03 3.48595432e+06 9.92317155e-02 2.71312020e-02
6.67394400e+03 5.94457271e+04 7.25893074e+02]
iteration # 17800; log-lik = 233153.325369
[ 2.70566273e+05 2.08305685e+07 2.79315977e+04 6.27925573e+04
6.41620382e+03 5.60292555e+04 4.24701728e+04 1.53258200e+03
4.17914408e+03 5.73898730e+03 1.76402976e+04 4.70258241e+02
1.07380719e+05 6.02796302e+03 5.56317299e-01 5.18752184e+02
3.49416227e+02 1.39052073e+04 8.73324620e+03 1.51855041e+08
2.87102350e+03 3.43088022e+06 9.94769691e-02 2.71698465e-02
6.69823820e+03 5.94517607e+04 7.25927885e+02]
iteration # 17900; log-lik = 233153.330710
[ 2.69990441e+05 2.07424050e+07 2.79183051e+04 6.28183669e+04
6.42141975e+03 5.60425857e+04 4.22866945e+04 1.52467606e+03
4.17490071e+03 5.73538818e+03 1.76577040e+04 4.70573872e+02
1.07145930e+05 6.01768937e+03 5.62168747e-01 5.20579061e+02
3.50194590e+02 1.38928463e+04 8.72588105e+03 1.51513606e+08
2.86936964e+03 3.42217535e+06 9.95417894e-02 2.72019227e-02
6.69762703e+03 5.94463745e+04 7.25777678e+02]
iteration # 18000; log-lik = 233153.343165
[ 2.70055455e+05 2.08581246e+07 2.79300990e+04 6.28659824e+04
6.41270898e+03 5.60259583e+04 4.20707856e+04 1.51801719e+03
4.16710189e+03 5.75174851e+03 1.76720562e+04 4.71635337e+02
1.07630716e+05 6.01321707e+03 5.59076121e-01 5.20191830e+02
3.48307910e+02 1.38829657e+04 8.70647089e+03 1.53774237e+08
2.87136636e+03 3.47065075e+06 9.95073968e-02 2.72045884e-02
6.70045374e+03 5.93533810e+04 7.25079681e+02]
iteration # 18100; log-lik = 233153.364948
[ 2.69491479e+05 2.14474731e+07 2.79354948e+04 6.29054182e+04
6.39046029e+03 5.59220932e+04 4.15036813e+04 1.49115688e+03
4.17494274e+03 5.73053992e+03 1.76649957e+04 4.73031095e+02
1.10662101e+05 5.98453437e+03 5.41035992e-01 5.20027845e+02
3.46371410e+02 1.39053834e+04 8.69481925e+03 1.61512806e+08
2.87236839e+03 3.63547899e+06 9.90908764e-02 2.71164048e-02
6.69311265e+03 5.92930909e+04 7.23468062e+02]
iteration # 18200; log-lik = 233153.392383
[ 2.69545057e+05 2.23651284e+07 2.79470405e+04 6.29475435e+04
6.35963228e+03 5.57976256e+04 4.13641905e+04 1.47612018e+03
4.17874227e+03 5.72648092e+03 1.76899148e+04 4.77100720e+02
1.15274383e+05 5.97089957e+03 5.17488954e-01 5.17085292e+02
3.43971491e+02 1.39700904e+04 8.73008291e+03 1.66832987e+08
2.85731710e+03 3.73094620e+06 9.88414731e-02 2.70425773e-02
6.72850074e+03 5.94979352e+04 7.26005383e+02]
iteration # 18300; log-lik = 233153.410043
[ 2.69136024e+05 2.22120958e+07 2.79105841e+04 6.29123822e+04
6.37424005e+03 5.58906261e+04 4.14888696e+04 1.47351479e+03
4.18344582e+03 5.71233834e+03 1.77083602e+04 4.76960971e+02
1.14847518e+05 5.97345896e+03 5.27270041e-01 5.17441115e+02
3.44518888e+02 1.39804494e+04 8.74084252e+03 1.64527274e+08
2.85751393e+03 3.67610012e+06 9.90090100e-02 2.71057827e-02
6.73783084e+03 5.92841248e+04 7.23082723e+02]
iteration # 18400; log-lik = 233153.425075
[ 2.71092252e+05 2.18431158e+07 2.78854370e+04 6.28704992e+04
6.39044556e+03 5.60092804e+04 4.15679734e+04 1.46868997e+03
4.17823210e+03 5.72814549e+03 1.76912466e+04 4.78203976e+02
1.12371181e+05 6.00142714e+03 5.51171677e-01 5.16704315e+02
3.42899305e+02 1.39571359e+04 8.73245060e+03 1.59567660e+08
2.85013157e+03 3.56116023e+06 9.93927362e-02 2.72248078e-02
6.74852214e+03 5.91412168e+04 7.21532198e+02]
iteration # 18500; log-lik = 233153.448497
[ 2.69148706e+05 2.21036326e+07 2.78583458e+04 6.27882003e+04
6.38618972e+03 5.59925010e+04 4.15338566e+04 1.46072655e+03
4.18904326e+03 5.69886237e+03 1.77023877e+04 4.78273416e+02
1.14410972e+05 6.00200882e+03 5.43487587e-01 5.15452742e+02
3.42484554e+02 1.39919550e+04 8.74165308e+03 1.63432705e+08
2.84157889e+03 3.63719507e+06 9.91651112e-02 2.71746470e-02
6.74842710e+03 5.89643425e+04 7.18499798e+02]
iteration # 18600; log-lik = 233153.469331
[ 2.68989899e+05 2.17919638e+07 2.77936501e+04 6.27091904e+04
6.40469009e+03 5.61113191e+04 4.14556946e+04 1.45674466e+03
4.18241344e+03 5.69447510e+03 1.76404220e+04 4.78524093e+02
1.12994622e+05 6.02614110e+03 5.61038240e-01 5.14998081e+02
3.42263230e+02 1.39679685e+04 8.73191193e+03 1.61528548e+08
2.83836960e+03 3.59437917e+06 9.93470428e-02 2.72250570e-02
6.75968418e+03 5.86255628e+04 7.14264748e+02]
iteration # 18700; log-lik = 233153.487536
[ 2.68164173e+05 2.14919429e+07 2.78516927e+04 6.27450468e+04
6.42114220e+03 5.62053066e+04 4.15811189e+04 1.46373480e+03
4.18174853e+03 5.70325280e+03 1.76561504e+04 4.80486910e+02
1.11192475e+05 5.99637770e+03 5.73624364e-01 5.13040492e+02
3.40126396e+02 1.39452128e+04 8.73008121e+03 1.59236660e+08
2.83410499e+03 3.53890818e+06 9.95675762e-02 2.72646704e-02
6.78456923e+03 5.84673745e+04 7.12310135e+02]
iteration # 18800; log-lik = 233153.512104
[ 2.71310978e+05 2.14209462e+07 2.78146472e+04 6.27667881e+04
6.43295963e+03 5.62926199e+04 4.15720029e+04 1.45138918e+03
4.18851683e+03 5.71298598e+03 1.76489024e+04 4.79640226e+02
1.09857532e+05 6.01007420e+03 5.93216660e-01 5.13836135e+02
3.41289293e+02 1.39447849e+04 8.75118616e+03 1.52915701e+08
2.83835296e+03 3.40354249e+06 1.00028636e-01 2.73528967e-02
6.79494095e+03 5.84667876e+04 7.12488296e+02]
iteration # 18900; log-lik = 233153.547820
[ 2.69014898e+05 2.28015608e+07 2.77487026e+04 6.27875019e+04
6.38512236e+03 5.60651941e+04 4.13256851e+04 1.43521611e+03
4.19397973e+03 5.70546942e+03 1.76295890e+04 4.77983007e+02
1.17681762e+05 6.01177925e+03 5.41463563e-01 5.14465429e+02
3.40988296e+02 1.40188169e+04 8.78689374e+03 1.64331893e+08
2.84068882e+03 3.67100984e+06 9.92975335e-02 2.71339000e-02
6.76534083e+03 5.85495465e+04 7.13719466e+02]
iteration # 19000; log-lik = 233153.612330
[ 2.68749004e+05 2.31303669e+07 2.77279814e+04 6.27660507e+04
6.38707002e+03 5.61191740e+04 4.07570301e+04 1.40640767e+03
4.18707258e+03 5.71472027e+03 1.75921750e+04 4.82223017e+02
1.19204719e+05 6.01019135e+03 5.53759210e-01 5.15597187e+02
3.40889835e+02 1.40205621e+04 8.79917310e+03 1.62992625e+08
2.83012263e+03 3.62789565e+06 9.96553124e-02 2.72273086e-02
6.81027732e+03 5.83266578e+04 7.12364045e+02]
iteration # 19100; log-lik = 233153.801665
[ 2.58327766e+05 2.42496229e+07 2.75850392e+04 6.26636957e+04
6.39004037e+03 5.60373747e+04 3.81876957e+04 1.28590660e+03
4.14883992e+03 5.75605949e+03 1.76045340e+04 4.92170556e+02
1.30590092e+05 6.10345749e+03 6.16202736e-01 5.33690955e+02
3.49175233e+02 1.39872944e+04 8.81436323e+03 1.52878843e+08
2.81480856e+03 3.38731823e+06 1.01537995e-01 2.76255752e-02
6.88644540e+03 5.82619491e+04 7.11796096e+02]
iteration # 19200; log-lik = 233153.925430
[ 2.52940041e+05 2.60077991e+07 2.76873074e+04 6.27925866e+04
6.38041271e+03 5.59361075e+04 3.79703469e+04 1.24638833e+03
4.20079799e+03 5.67890704e+03 1.75559628e+04 4.91475667e+02
1.42158924e+05 6.05643610e+03 5.80668928e-01 5.38790090e+02
3.53768314e+02 1.40993922e+04 8.90398961e+03 1.59254026e+08
2.81419092e+03 3.51300015e+06 1.01401925e-01 2.75679899e-02
6.92156304e+03 5.78086487e+04 7.04609333e+02]
iteration # 19300; log-lik = 233154.011344
[ 2.54350270e+05 2.64429928e+07 2.77910578e+04 6.29944181e+04
6.37881091e+03 5.59940942e+04 3.67534460e+04 1.18657571e+03
4.19713461e+03 5.73352059e+03 1.75534182e+04 4.91733535e+02
1.43437946e+05 6.00138559e+03 6.19563916e-01 5.43065336e+02
3.57313058e+02 1.40997529e+04 8.89068726e+03 1.52618970e+08
2.82943724e+03 3.35300938e+06 1.02572466e-01 2.77445594e-02
6.96649771e+03 5.74437604e+04 6.99064685e+02]
iteration # 19400; log-lik = 233154.047616
[ 2.54775952e+05 2.66220352e+07 2.78333220e+04 6.29680442e+04
6.38127616e+03 5.60124073e+04 3.65675879e+04 1.17008583e+03
4.21541011e+03 5.75057639e+03 1.76055063e+04 4.90041322e+02
1.44167095e+05 6.00053084e+03 6.29583414e-01 5.41174301e+02
3.56324346e+02 1.41034086e+04 8.89312082e+03 1.51507883e+08
2.83688085e+03 3.32774195e+06 1.02827964e-01 2.77729759e-02
6.97942357e+03 5.71263899e+04 6.94725236e+02]
iteration # 19500; log-lik = 233154.072738
[ 2.54001130e+05 2.82414412e+07 2.78132177e+04 6.29315745e+04
6.35291004e+03 5.58576412e+04 3.63335013e+04 1.15149500e+03
4.23812212e+03 5.71599791e+03 1.75946650e+04 4.87024026e+02
1.53575278e+05 6.02467097e+03 5.82250843e-01 5.40577026e+02
3.56554998e+02 1.41722879e+04 8.94498004e+03 1.62146540e+08
2.83421322e+03 3.56664464e+06 1.02094043e-01 2.75940235e-02
6.96957688e+03 5.69085521e+04 6.92560688e+02]
iteration # 19600; log-lik = 233154.090015
[ 2.56801253e+05 2.76248626e+07 2.78236506e+04 6.28709146e+04
6.38116296e+03 5.60218191e+04 3.61412293e+04 1.14624495e+03
4.23686923e+03 5.73396040e+03 1.76435534e+04 4.89252228e+02
1.48886317e+05 6.03901395e+03 6.19448733e-01 5.36417650e+02
3.53130601e+02 1.41425394e+04 8.94499727e+03 1.55469709e+08
2.83164494e+03 3.40927692e+06 1.02641241e-01 2.77133067e-02
7.00587013e+03 5.67325838e+04 6.90339323e+02]
iteration # 19700; log-lik = 233154.107940
[ 2.55422949e+05 2.91886419e+07 2.78779186e+04 6.29514527e+04
6.34596639e+03 5.58542323e+04 3.54098753e+04 1.11686893e+03
4.23974285e+03 5.74740464e+03 1.76734999e+04 4.88101952e+02
1.58605708e+05 6.03784744e+03 5.85715439e-01 5.34943637e+02
3.52447120e+02 1.41875694e+04 8.96170031e+03 1.64934135e+08
2.84147633e+03 3.62455438e+06 1.02311018e-01 2.75800408e-02
7.00430273e+03 5.64196137e+04 6.86394469e+02]
iteration # 19800; log-lik = 233154.119274
[ 2.57215328e+05 2.95267403e+07 2.78484899e+04 6.29450518e+04
6.33860983e+03 5.57862098e+04 3.53903453e+04 1.11750262e+03
4.23497106e+03 5.73090060e+03 1.76542320e+04 4.87610580e+02
1.59450970e+05 6.04767248e+03 5.66982144e-01 5.31678232e+02
3.49620437e+02 1.41884939e+04 8.96409236e+03 1.71147790e+08
2.83749026e+03 3.76619134e+06 1.01731704e-01 2.74505815e-02
6.98910788e+03 5.64791654e+04 6.87546277e+02]
iteration # 19900; log-lik = 233154.132940
[ 2.55410388e+05 2.92125815e+07 2.79412479e+04 6.29917465e+04
6.34559417e+03 5.57806964e+04 3.55453674e+04 1.13844081e+03
4.22799173e+03 5.71435896e+03 1.76435379e+04 4.87787950e+02
1.58709280e+05 6.02919483e+03 5.56539739e-01 5.29386712e+02
3.48856280e+02 1.41824553e+04 8.96393056e+03 1.74181497e+08
2.83876698e+03 3.83142302e+06 1.01423894e-01 2.73735774e-02
6.97302759e+03 5.64777706e+04 6.86939878e+02]
iteration # 20000; log-lik = 233154.138550
[ 2.55293143e+05 2.91318436e+07 2.79619201e+04 6.30316777e+04
6.35222034e+03 5.58006416e+04 3.54104887e+04 1.13156079e+03
4.22945014e+03 5.71327222e+03 1.76439244e+04 4.87430978e+02
1.58432290e+05 6.02293434e+03 5.60807328e-01 5.28246482e+02
3.48402368e+02 1.41668844e+04 8.95665662e+03 1.75338915e+08
2.84192319e+03 3.85875709e+06 1.01427819e-01 2.73793172e-02
6.96572121e+03 5.61986753e+04 6.83730414e+02]
iteration # 20100; log-lik = 233154.146934
[ 2.54761732e+05 2.93550881e+07 2.80276304e+04 6.31042132e+04
6.34846046e+03 5.57476664e+04 3.55934987e+04 1.13454668e+03
4.22417129e+03 5.69945632e+03 1.76071306e+04 4.87975804e+02
1.59884218e+05 6.00529571e+03 5.46891563e-01 5.27410359e+02
3.48692497e+02 1.41787965e+04 8.96838292e+03 1.78503117e+08
2.83948370e+03 3.92732941e+06 1.01176201e-01 2.73328646e-02
6.96372264e+03 5.61933323e+04 6.84177116e+02]
iteration # 20200; log-lik = 233154.157102
[ 2.55211358e+05 2.91289195e+07 2.80379883e+04 6.31013030e+04
6.35397525e+03 5.57540647e+04 3.57325805e+04 1.13036687e+03
4.22619373e+03 5.70877311e+03 1.76152629e+04 4.87851269e+02
1.58383127e+05 6.00079846e+03 5.55887988e-01 5.27841208e+02
3.48515732e+02 1.41586010e+04 8.96444770e+03 1.75589389e+08
2.83912911e+03 3.86569069e+06 1.01339886e-01 2.73747020e-02
6.96576176e+03 5.62385829e+04 6.85055356e+02]
iteration # 20300; log-lik = 233154.165288
[ 2.55567214e+05 2.93270775e+07 2.80186808e+04 6.30391671e+04
6.34310156e+03 5.56979698e+04 3.58397613e+04 1.12876918e+03
4.22380823e+03 5.71915834e+03 1.76140014e+04 4.88124844e+02
1.59328935e+05 6.01460585e+03 5.49672174e-01 5.25810530e+02
3.46913213e+02 1.41573026e+04 8.96307427e+03 1.77291440e+08
2.83793883e+03 3.90259702e+06 1.01188938e-01 2.73386246e-02
6.96748122e+03 5.62980287e+04 6.86179756e+02]
iteration # 20400; log-lik = 233154.172945
[ 2.55918169e+05 2.91743296e+07 2.80514404e+04 6.29410631e+04
6.35039537e+03 5.57522535e+04 3.60354574e+04 1.13046241e+03
4.23082852e+03 5.73307521e+03 1.76266717e+04 4.88090854e+02
1.58037480e+05 6.02051679e+03 5.59017994e-01 5.22644496e+02
3.44807563e+02 1.41474298e+04 8.97570056e+03 1.74013206e+08
2.84268399e+03 3.83204244e+06 1.01370615e-01 2.73567314e-02
6.98152907e+03 5.62064223e+04 6.85029762e+02]
iteration # 20500; log-lik = 233154.177943
[ 2.55682576e+05 3.00966292e+07 2.80431874e+04 6.29321612e+04
6.32791191e+03 5.56482469e+04 3.60315968e+04 1.12371625e+03
4.23478799e+03 5.72865088e+03 1.75961988e+04 4.88075567e+02
1.63171206e+05 6.02550028e+03 5.35049259e-01 5.20591952e+02
3.43418968e+02 1.41824870e+04 8.99802016e+03 1.80230463e+08
2.84286789e+03 3.96997606e+06 1.00987701e-01 2.72463359e-02
6.97983071e+03 5.61904329e+04 6.85065162e+02]
iteration # 20600; log-lik = 233154.181090
[ 2.55467895e+05 2.99717091e+07 2.80254705e+04 6.29101938e+04
6.32845437e+03 5.56703836e+04 3.59948248e+04 1.12293454e+03
4.23183094e+03 5.74104221e+03 1.76023687e+04 4.89285154e+02
1.62669065e+05 6.02618148e+03 5.43819220e-01 5.20703457e+02
3.43276793e+02 1.41807819e+04 8.99754906e+03 1.76999274e+08
2.84493123e+03 3.89639537e+06 1.01239991e-01 2.72816242e-02
6.98875086e+03 5.62716090e+04 6.85838749e+02]
iteration # 20700; log-lik = 233154.184559
[ 2.54577991e+05 3.02393806e+07 2.80239210e+04 6.28811836e+04
6.32245331e+03 5.56466961e+04 3.59306110e+04 1.12206937e+03
4.23179679e+03 5.73877626e+03 1.75770605e+04 4.90030914e+02
1.64639028e+05 6.02729735e+03 5.36285017e-01 5.19680787e+02
3.42493895e+02 1.41854960e+04 9.00167028e+03 1.79642193e+08
2.84293642e+03 3.95113598e+06 1.01110759e-01 2.72350164e-02
6.99790828e+03 5.62150408e+04 6.85338732e+02]
iteration # 20800; log-lik = 233154.187679
[ 2.53594006e+05 3.04312200e+07 2.80141337e+04 6.28850263e+04
6.31869679e+03 5.56230741e+04 3.58891028e+04 1.11992326e+03
4.23090782e+03 5.74280113e+03 1.75974881e+04 4.90189965e+02
1.66420716e+05 6.03360043e+03 5.32934474e-01 5.19230525e+02
3.42121027e+02 1.41862155e+04 9.00500466e+03 1.80593933e+08
2.84761767e+03 3.97229424e+06 1.01116094e-01 2.72216394e-02
7.00123567e+03 5.61630467e+04 6.84785240e+02]
iteration # 20900; log-lik = 233154.190400
[ 2.54079110e+05 3.02690345e+07 2.80324598e+04 6.29036535e+04
6.31991979e+03 5.56462966e+04 3.60099197e+04 1.12410946e+03
4.22900936e+03 5.75202503e+03 1.75930343e+04 4.90684891e+02
1.65191279e+05 6.02603034e+03 5.36264365e-01 5.17640226e+02
3.41117079e+02 1.41812705e+04 9.00403426e+03 1.78868974e+08
2.85278774e+03 3.93364175e+06 1.01220889e-01 2.72239794e-02
7.00579419e+03 5.61741435e+04 6.84878418e+02]
iteration # 21000; log-lik = 233154.191898
[ 2.53461780e+05 3.03325688e+07 2.80100736e+04 6.28696922e+04
6.31730598e+03 5.56353724e+04 3.60635263e+04 1.12956096e+03
4.22888833e+03 5.74953433e+03 1.75809431e+04 4.90722181e+02
1.66083950e+05 6.03585707e+03 5.31458467e-01 5.17702789e+02
3.40990019e+02 1.41866731e+04 9.00831514e+03 1.79403046e+08
2.85586636e+03 3.94784956e+06 1.01152756e-01 2.71983756e-02
7.00370114e+03 5.62252497e+04 6.85494049e+02]
iteration # 21100; log-lik = 233154.192787
[ 2.53279536e+05 3.01664496e+07 2.80109837e+04 6.28844997e+04
6.32231979e+03 5.56606823e+04 3.61376954e+04 1.13326624e+03
4.22920866e+03 5.75031557e+03 1.75795334e+04 4.90358969e+02
1.65458958e+05 6.03825006e+03 5.34328541e-01 5.18268416e+02
3.41392547e+02 1.41816428e+04 9.00828987e+03 1.77991447e+08
2.85836669e+03 3.91816001e+06 1.01242304e-01 2.72165141e-02
7.00301895e+03 5.62053063e+04 6.85271077e+02]
iteration # 21200; log-lik = 233154.193257
[ 2.53089906e+05 3.00544346e+07 2.80074793e+04 6.28605634e+04
6.32533972e+03 5.56837982e+04 3.62224238e+04 1.13644451e+03
4.22883093e+03 5.75248522e+03 1.75782706e+04 4.90599608e+02
1.64960552e+05 6.04384737e+03 5.37809594e-01 5.18270213e+02
3.41244518e+02 1.41800358e+04 9.01113206e+03 1.76331393e+08
2.85875830e+03 3.88104942e+06 1.01341704e-01 2.72323844e-02
7.00698573e+03 5.62314454e+04 6.85598777e+02]
iteration # 21300; log-lik = 233154.193544
[ 2.53136159e+05 2.99845461e+07 2.80008990e+04 6.28650711e+04
6.32868916e+03 5.57060572e+04 3.62703760e+04 1.13872969e+03
4.22997842e+03 5.75118122e+03 1.75693869e+04 4.90605923e+02
1.64639648e+05 6.04585995e+03 5.39394910e-01 5.18510980e+02
3.41302007e+02 1.41798748e+04 9.01410046e+03 1.75526319e+08
2.85909907e+03 3.86341208e+06 1.01386750e-01 2.72424333e-02
7.00814904e+03 5.62169980e+04 6.85430929e+02]
iteration # 21400; log-lik = 233154.193849
[ 2.52995243e+05 2.98694398e+07 2.79976061e+04 6.28663384e+04
6.33318310e+03 5.57282816e+04 3.62884198e+04 1.13969384e+03
4.23008269e+03 5.74934821e+03 1.75634182e+04 4.90416320e+02
1.64164863e+05 6.04757620e+03 5.42486215e-01 5.19245913e+02
3.41624998e+02 1.41759961e+04 9.01334432e+03 1.74622141e+08
2.85946035e+03 3.84397955e+06 1.01447161e-01 2.72594938e-02
7.00722152e+03 5.61981946e+04 6.85166293e+02]
iteration # 21500; log-lik = 233154.194223
[ 2.52957460e+05 2.97707328e+07 2.79949195e+04 6.28596129e+04
6.33819569e+03 5.57537258e+04 3.62842711e+04 1.13789966e+03
4.23128002e+03 5.74762964e+03 1.75641012e+04 4.90448994e+02
1.63694767e+05 6.04964732e+03 5.47698490e-01 5.19814010e+02
3.41733144e+02 1.41723651e+04 9.01321428e+03 1.73380952e+08
2.85865218e+03 3.81478857e+06 1.01546861e-01 2.72856769e-02
7.00990758e+03 5.61732614e+04 6.84780077e+02]
iteration # 21600; log-lik = 233154.194499
[ 2.52960252e+05 2.98315143e+07 2.79964677e+04 6.28639671e+04
6.33701929e+03 5.57471990e+04 3.62333541e+04 1.13606120e+03
4.23052757e+03 5.74743629e+03 1.75605685e+04 4.90543557e+02
1.63985436e+05 6.04838710e+03 5.46775539e-01 5.20039771e+02
3.41607215e+02 1.41719062e+04 9.01186637e+03 1.73930308e+08
2.85806900e+03 3.82604636e+06 1.01524423e-01 2.72819275e-02
7.01034311e+03 5.61772454e+04 6.84806427e+02]
iteration # 21700; log-lik = 233154.194626
[ 2.52915806e+05 2.98508704e+07 2.79945908e+04 6.28669698e+04
6.33716961e+03 5.57438416e+04 3.61852185e+04 1.13455100e+03
4.23027793e+03 5.74703716e+03 1.75647518e+04 4.90660508e+02
1.64127400e+05 6.04777599e+03 5.47338219e-01 5.20296455e+02
3.41648505e+02 1.41712799e+04 9.01188276e+03 1.73874504e+08
2.85804446e+03 3.82417748e+06 1.01538950e-01 2.72836930e-02
7.01096690e+03 5.61936721e+04 6.84977128e+02]
iteration # 21800; log-lik = 233154.194912
[ 2.52848410e+05 2.99574035e+07 2.79849413e+04 6.28610172e+04
6.33530367e+03 5.57358968e+04 3.62137760e+04 1.13485380e+03
4.23166470e+03 5.74345779e+03 1.75606658e+04 4.90584358e+02
1.64736234e+05 6.04984009e+03 5.43634440e-01 5.20725663e+02
3.41489975e+02 1.41761977e+04 9.01450440e+03 1.74753347e+08
2.85655710e+03 3.84323646e+06 1.01468593e-01 2.72740777e-02
7.01043426e+03 5.62124243e+04 6.85304074e+02]
iteration # 21900; log-lik = 233154.195091
[ 2.53002241e+05 2.99259117e+07 2.79846176e+04 6.28669799e+04
6.33591875e+03 5.57386780e+04 3.62226406e+04 1.13574316e+03
4.23154057e+03 5.74466838e+03 1.75640740e+04 4.90406224e+02
1.64455470e+05 6.04858377e+03 5.43674436e-01 5.20849783e+02
3.41364341e+02 1.41745166e+04 9.01343119e+03 1.74688662e+08
2.85689103e+03 3.84258798e+06 1.01464100e-01 2.72736056e-02
7.00832585e+03 5.62250514e+04 6.85512297e+02]
iteration # 22000; log-lik = 233154.195156
[ 2.53060473e+05 2.99169429e+07 2.79817478e+04 6.28677092e+04
6.33677107e+03 5.57444522e+04 3.62227133e+04 1.13498551e+03
4.23211786e+03 5.74458394e+03 1.75654315e+04 4.90453484e+02
1.64338060e+05 6.04771707e+03 5.44733344e-01 5.20931847e+02
3.41365908e+02 1.41743054e+04 9.01421539e+03 1.74443476e+08
2.85678752e+03 3.83724139e+06 1.01482946e-01 2.72802119e-02
7.00818280e+03 5.62139828e+04 6.85433160e+02]
iteration # 22100; log-lik = 233154.195238
[ 2.53078691e+05 2.99634885e+07 2.79855319e+04 6.28698187e+04
6.33633673e+03 5.57442312e+04 3.62319759e+04 1.13492075e+03
4.23329089e+03 5.74414366e+03 1.75666259e+04 4.90359806e+02
1.64553327e+05 6.04742070e+03 5.43845341e-01 5.20855758e+02
3.41282598e+02 1.41776595e+04 9.01719413e+03 1.74514005e+08
2.85763247e+03 3.83962577e+06 1.01479848e-01 2.72774813e-02
7.00647126e+03 5.62067067e+04 6.85370223e+02]
iteration # 22200; log-lik = 233154.195255
[ 2.53054496e+05 3.00098918e+07 2.79871933e+04 6.28729962e+04
6.33528376e+03 5.57372917e+04 3.62175095e+04 1.13431387e+03
4.23353638e+03 5.74293103e+03 1.75668659e+04 4.90354150e+02
1.64822436e+05 6.04674161e+03 5.42587634e-01 5.20940570e+02
3.41310474e+02 1.41798925e+04 9.01764743e+03 1.74894883e+08
2.85728955e+03 3.84789672e+06 1.01457316e-01 2.72729678e-02
7.00568683e+03 5.62122534e+04 6.85431261e+02]
iteration # 22300; log-lik = 233154.195260
[ 2.53053942e+05 2.99913667e+07 2.79864696e+04 6.28730044e+04
6.33574824e+03 5.57398627e+04 3.62139347e+04 1.13431055e+03
4.23359500e+03 5.74277964e+03 1.75675784e+04 4.90347170e+02
1.64730609e+05 6.04689125e+03 5.43202910e-01 5.21018933e+02
3.41350435e+02 1.41794441e+04 9.01722122e+03 1.74743364e+08
2.85745407e+03 3.84449495e+06 1.01468356e-01 2.72757983e-02
7.00518487e+03 5.62122200e+04 6.85413298e+02]
iteration # 22400; log-lik = 233154.195262
[ 2.53052397e+05 2.99893756e+07 2.79865707e+04 6.28722465e+04
6.33567901e+03 5.57396254e+04 3.62148966e+04 1.13425792e+03
4.23357620e+03 5.74306793e+03 1.75680263e+04 4.90369317e+02
1.64727866e+05 6.04715016e+03 5.43360392e-01 5.20994336e+02
3.41342599e+02 1.41794239e+04 9.01713808e+03 1.74691945e+08
2.85743397e+03 3.84320962e+06 1.01472799e-01 2.72765677e-02
7.00536783e+03 5.62133283e+04 6.85423384e+02]
iteration # 22500; log-lik = 233154.195263
[ 2.53054526e+05 2.99924775e+07 2.79864418e+04 6.28715898e+04
6.33546577e+03 5.57387722e+04 3.62158220e+04 1.13426137e+03
4.23356066e+03 5.74323487e+03 1.75680287e+04 4.90370285e+02
1.64748611e+05 6.04739576e+03 5.43294478e-01 5.20998319e+02
3.41342446e+02 1.41796374e+04 9.01713688e+03 1.74686127e+08
2.85746991e+03 3.84304839e+06 1.01473011e-01 2.72764603e-02
7.00530224e+03 5.62164249e+04 6.85457021e+02]
iteration # 22600; log-lik = 233154.195264
[ 2.53049229e+05 3.00052359e+07 2.79869213e+04 6.28715053e+04
6.33513334e+03 5.57367816e+04 3.62117894e+04 1.13409782e+03
4.23355462e+03 5.74324907e+03 1.75681190e+04 4.90364949e+02
1.64818956e+05 6.04738796e+03 5.43021557e-01 5.20984046e+02
3.41347206e+02 1.41800725e+04 9.01739402e+03 1.74754096e+08
2.85756023e+03 3.84460562e+06 1.01469166e-01 2.72751323e-02
7.00516197e+03 5.62177251e+04 6.85473059e+02]
iteration # 22700; log-lik = 233154.195264
[ 2.53049108e+05 3.00109849e+07 2.79868616e+04 6.28715148e+04
6.33488279e+03 5.57355889e+04 3.62105536e+04 1.13408309e+03
4.23351444e+03 5.74329597e+03 1.75678706e+04 4.90359491e+02
1.64849161e+05 6.04732239e+03 5.42811958e-01 5.20982794e+02
3.41350504e+02 1.41803057e+04 9.01733657e+03 1.74810634e+08
2.85757304e+03 3.84590781e+06 1.01465257e-01 2.72741657e-02
7.00501149e+03 5.62188945e+04 6.85488511e+02]
iteration # 22800; log-lik = 233154.195265
[ 2.53042157e+05 3.00148795e+07 2.79866707e+04 6.28713985e+04
6.33478111e+03 5.57347148e+04 3.62111598e+04 1.13414655e+03
4.23349806e+03 5.74323406e+03 1.75675986e+04 4.90359901e+02
1.64872887e+05 6.04733495e+03 5.42614022e-01 5.20990598e+02
3.41351931e+02 1.41803894e+04 9.01739553e+03 1.74855406e+08
2.85756312e+03 3.84692844e+06 1.01461387e-01 2.72734287e-02
7.00502933e+03 5.62200237e+04 6.85511130e+02]
iteration # 22900; log-lik = 233154.195265
[ 2.53050231e+05 3.00121750e+07 2.79865864e+04 6.28712280e+04
6.33483220e+03 5.57349930e+04 3.62111483e+04 1.13413710e+03
4.23352324e+03 5.74334531e+03 1.75676321e+04 4.90357659e+02
1.64852182e+05 6.04729524e+03 5.42730200e-01 5.20999476e+02
3.41364335e+02 1.41803411e+04 9.01737140e+03 1.74813889e+08
2.85758850e+03 3.84599631e+06 1.01464001e-01 2.72739820e-02
7.00509332e+03 5.62205885e+04 6.85518108e+02]
iteration # 23000; log-lik = 233154.195266
[ 2.53046366e+05 3.00109868e+07 2.79865036e+04 6.28714038e+04
6.33491455e+03 5.57351126e+04 3.62112140e+04 1.13412490e+03
4.23356600e+03 5.74315965e+03 1.75671555e+04 4.90351760e+02
1.64848697e+05 6.04727557e+03 5.42755763e-01 5.21027383e+02
3.41387677e+02 1.41802996e+04 9.01737551e+03 1.74804760e+08
2.85758159e+03 3.84576610e+06 1.01464342e-01 2.72742187e-02
7.00512549e+03 5.62204813e+04 6.85514848e+02]
iteration # 23100; log-lik = 233154.195266
[ 2.53049647e+05 3.00132476e+07 2.79866150e+04 6.28714776e+04
6.33483985e+03 5.57347253e+04 3.62110230e+04 1.13407508e+03
4.23359569e+03 5.74317455e+03 1.75671276e+04 4.90349825e+02
1.64859429e+05 6.04727310e+03 5.42716950e-01 5.21025427e+02
3.41385183e+02 1.41803799e+04 9.01738740e+03 1.74815078e+08
2.85757530e+03 3.84597009e+06 1.01463837e-01 2.72740563e-02
7.00509412e+03 5.62208944e+04 6.85518137e+02]
Optimization terminated successfully.
Current function value: -233154.195266
Iterations: 23165
Function evaluations: 28234
HJCFIT Fitting finished: 2016/02/11 13:45:58
CPU time in simplex= 2876.252112
Wallclock time in simplex= 2887.1952929496765
result=
final_simplex: (array([[ 12.44136064, 17.21711875, 10.23948459, 11.04884815,
8.75382305, 10.92835974, 10.49713103, 7.03360302,
8.3508114 , 8.65576619, 9.77378307, 6.19511159,
12.01279089, 8.70735769, -0.61117834, 6.25578846,
5.83300202, 9.55961217, 9.10690823, 18.97925377,
7.95772877, 15.1625547 , -2.28805903, -3.60182306,
8.85438668, 10.93704228, 6.53017519],
[ 12.44135748, 17.21709378, 10.23948313, 11.04884665,
8.75382514, 10.9283601 , 10.49713739, 7.03361079,
8.3508121 , 8.65576531, 9.77377938, 6.19510695,
12.0127695 , 8.70735967, -0.61116094, 6.25579308,
5.83300699, 9.55960981, 9.10690544, 18.97924569,
7.9577278 , 15.16254657, -2.28805956, -3.6018222 ,
8.85438257, 10.93704158, 6.53017461],
[ 12.44135392, 17.21709139, 10.23948269, 11.04884794,
8.75382599, 10.92836169, 10.49712334, 7.03359637,
8.35080984, 8.65576673, 9.77378482, 6.1951138 ,
12.01277372, 8.70735872, -0.61111866, 6.25579666,
5.83300647, 9.55961029, 9.1069054 , 18.97921475,
7.95772928, 15.1625144 , -2.28805304, -3.60181764,
8.85438328, 10.93704179, 6.53017348],
[ 12.44135811, 17.21707397, 10.23948123, 11.04884733,
8.75382704, 10.92836173, 10.4971383 , 7.03362021,
8.35080573, 8.65576609, 9.77377903, 6.19511229,
12.01275049, 8.70735964, -0.61113886, 6.25579637,
5.83300787, 9.55960817, 9.10690364, 18.97922346,
7.95772741, 15.16252367, -2.28805706, -3.60181964,
8.85438578, 10.93704423, 6.53017818],
[ 12.44135217, 17.21711131, 10.23948423, 11.04884731,
8.75382089, 10.92835927, 10.49713001, 7.03360448,
8.3508087 , 8.65577269, 9.77378525, 6.1951149 ,
12.01279564, 8.70736169, -0.61115656, 6.25579061,
5.83300638, 9.55961258, 9.10690611, 18.97922736,
7.95772921, 15.16252662, -2.28805423, -3.60182005,
8.85438618, 10.93704485, 6.5301773 ],
[ 12.44135536, 17.21709873, 10.23948172, 11.04884809,
8.7538267 , 10.92836166, 10.49712767, 7.03358936,
8.35081104, 8.65576679, 9.77378285, 6.19511628,
12.01277664, 8.70735812, -0.61111 , 6.25579761,
5.83301022, 9.55961015, 9.10690866, 18.97919419,
7.95772904, 15.16249268, -2.28805084, -3.60181608,
8.85438823, 10.9370424 , 6.53017536],
[ 12.44135702, 17.2170898 , 10.23948239, 11.0488476 ,
8.75382431, 10.92836088, 10.49713145, 7.03360987,
8.35080841, 8.6557707 , 9.77378262, 6.1951156 ,
12.01276621, 8.70735754, -0.61113651, 6.25579064,
5.83300583, 9.5596101 , 9.10690504, 18.97921887,
7.95772953, 15.16251944, -2.28805474, -3.60181938,
8.85438592, 10.93704286, 6.53017632],
[ 12.44134974, 17.21716117, 10.23948331, 11.04884811,
8.75381472, 10.92835443, 10.49712621, 7.03359348,
8.35080938, 8.65576665, 9.77378198, 6.19511284,
12.01284652, 8.70735866, -0.6112537 , 6.25578908,
5.83300624, 9.55961521, 9.10690717, 18.97931853,
7.95772785, 15.16261864, -2.28806561, -3.60182886,
8.85438501, 10.93704623, 6.53017912],
[ 12.44135149, 17.2171479 , 10.23948298, 11.04884743,
8.75381875, 10.92835683, 10.49711496, 7.03359385,
8.35080838, 8.65576705, 9.77377962, 6.19511056,
12.01282435, 8.70735506, -0.61122782, 6.25579228,
5.83300543, 9.55961289, 9.10690702, 18.97931173,
7.95772822, 15.16261407, -2.28806498, -3.6018283 ,
8.8543846 , 10.9370423 , 6.53017579],
[ 12.44134999, 17.21709154, 10.23948222, 11.04884829,
8.75382766, 10.92836227, 10.49713011, 7.03360657,
8.35081045, 8.65576632, 9.77378181, 6.19511166,
12.01277633, 8.70735836, -0.61112994, 6.25579814,
5.83301344, 9.55960984, 9.10690791, 18.97921049,
7.95772971, 15.16251142, -2.28805319, -3.60181804,
8.85438842, 10.93703926, 6.53017185],
[ 12.44135083, 17.21711494, 10.2394818 , 11.04884778,
8.75382213, 10.92835903, 10.49712864, 7.03360052,
8.35080884, 8.65576681, 9.77378103, 6.19511334,
12.01279883, 8.7073588 , -0.61117319, 6.25579784,
5.83301081, 9.55961173, 9.10690592, 18.97924856,
7.95772875, 15.16254895, -2.28805769, -3.60182144,
8.85438624, 10.93704425, 6.5301774 ],
[ 12.44135859, 17.2171202 , 10.23948298, 11.04884902,
8.75382112, 10.92835923, 10.49713144, 7.03359689,
8.35080901, 8.65577078, 9.77378239, 6.19511423,
12.01279573, 8.70735488, -0.61116919, 6.25578974,
5.83300481, 9.55961238, 9.10690731, 18.97923862,
7.95773098, 15.16253749, -2.28805603, -3.60182198,
8.85438851, 10.93704403, 6.53017691],
[ 12.44135174, 17.21711827, 10.239482 , 11.04884752,
8.75382369, 10.92836047, 10.49712774, 7.03359989,
8.35080912, 8.65576379, 9.77377917, 6.19511424,
12.01279978, 8.70735783, -0.61117149, 6.25579267,
5.83300477, 9.55961211, 9.10690868, 18.97925402,
7.95772946, 15.16255417, -2.28805851, -3.60182266,
8.85438612, 10.93704085, 6.53017327],
[ 12.44135489, 17.21710113, 10.23948166, 11.04884702,
8.75382448, 10.92836133, 10.49713848, 7.03360495,
8.3508103 , 8.65576912, 9.77378199, 6.19511527,
12.01278067, 8.70735975, -0.61114114, 6.25579434,
5.83300491, 9.55961157, 9.1069076 , 18.97921558,
7.95772623, 15.16251539, -2.28805419, -3.60181821,
8.85438801, 10.93704266, 6.53017615],
[ 12.44135308, 17.21712081, 10.23948179, 11.04884816,
8.75382302, 10.92835946, 10.4971227 , 7.03359507,
8.3508084 , 8.65576503, 9.77377918, 6.195116 ,
12.01280136, 8.70735776, -0.61117105, 6.25579672,
5.83300723, 9.55961132, 9.10690721, 18.97925332,
7.95772812, 15.16255188, -2.28805807, -3.60182197,
8.85438833, 10.93704397, 6.53017653],
[ 12.44135215, 17.21715054, 10.23948297, 11.0488471 ,
8.75381735, 10.92835775, 10.49711882, 7.03358023,
8.35081084, 8.65577206, 9.77378229, 6.19511599,
12.01283492, 8.70735959, -0.61118489, 6.25579015,
5.83300784, 9.55961557, 9.10690847, 18.9792589 ,
7.95772695, 15.16255579, -2.28805611, -3.60182242,
8.85439059, 10.93704197, 6.53017403],
[ 12.4413553 , 17.21710837, 10.23948268, 11.0488472 ,
8.75382142, 10.92835934, 10.49713101, 7.03360792,
8.35080803, 8.65577037, 9.773781 , 6.1951124 ,
12.01278917, 8.70736043, -0.61116976, 6.2557915 ,
5.83300675, 9.5596113 , 9.10690517, 18.97924508,
7.95772823, 15.1625461 , -2.28805777, -3.60182231,
8.854386 , 10.93704466, 6.53017685],
[ 12.4413448 , 17.21712016, 10.2394825 , 11.04884759,
8.75382109, 10.92835845, 10.49712173, 7.03359642,
8.35080762, 8.65577101, 9.77378375, 6.19511981,
12.0128102 , 8.70735773, -0.61116941, 6.25579109,
5.83300516, 9.55961137, 9.10690584, 18.979253 ,
7.95772622, 15.1625506 , -2.28805655, -3.60182185,
8.85439062, 10.93704312, 6.53017626],
[ 12.4413594 , 17.21706934, 10.23948205, 11.04884774,
8.7538273 , 10.92836294, 10.49713591, 7.03360874,
8.35080803, 8.65576985, 9.77377868, 6.19511411,
12.01274408, 8.70735687, -0.61110445, 6.25579677,
5.83300725, 9.55960783, 9.10690257, 18.97919877,
7.95772745, 15.16249636, -2.28805245, -3.60181604,
8.85438813, 10.93704137, 6.53017371],
[ 12.4413517 , 17.21709495, 10.23948372, 11.04884866,
8.75382572, 10.92836087, 10.49713033, 7.03359869,
8.35080973, 8.65576502, 9.77378132, 6.19511436,
12.0127776 , 8.70735645, -0.6111335 , 6.25579731,
5.83301355, 9.55961032, 9.10690614, 18.97921796,
7.95772846, 15.16251666, -2.28805391, -3.60181813,
8.85438733, 10.93704173, 6.53017402],
[ 12.44135478, 17.21710643, 10.2394824 , 11.04884755,
8.75382362, 10.92836049, 10.49712724, 7.03358971,
8.35080906, 8.65576931, 9.77378292, 6.19511459,
12.01278548, 8.70735839, -0.61113124, 6.25579219,
5.83300809, 9.55961118, 9.10690672, 18.97921712,
7.95773084, 15.16251901, -2.28805325, -3.60181876,
8.85438568, 10.93704099, 6.53017362],
[ 12.44135686, 17.21708879, 10.23948295, 11.04884774,
8.75382435, 10.92836099, 10.49713932, 7.03361167,
8.3508084 , 8.6557678 , 9.77378274, 6.1951139 ,
12.01276477, 8.70735827, -0.61114576, 6.25578838,
5.83300206, 9.55960917, 9.10690417, 18.97922978,
7.95772966, 15.16252961, -2.28805643, -3.6018205 ,
8.85438703, 10.93704245, 6.53017507],
[ 12.44135648, 17.21710252, 10.23948215, 11.04884553,
8.75382307, 10.92836038, 10.49713028, 7.03360479,
8.35080849, 8.65576869, 9.77378088, 6.1951148 ,
12.01278154, 8.70736273, -0.61114583, 6.25578884,
5.83300492, 9.55961182, 9.10690635, 18.97922689,
7.95773076, 15.16252741, -2.2880558 , -3.6018205 ,
8.85438528, 10.93704266, 6.53017551],
[ 12.44134983, 17.2170834 , 10.23948089, 11.04884701,
8.75382668, 10.92836192, 10.49712984, 7.03360731,
8.3508078 , 8.655769 , 9.7737816 , 6.19511444,
12.01277009, 8.70736155, -0.61111773, 6.25579755,
5.83301183, 9.55960953, 9.10690544, 18.97920354,
7.95772923, 15.16250466, -2.28805233, -3.60181703,
8.85438653, 10.93704086, 6.53017412],
[ 12.44135264, 17.21710385, 10.23948186, 11.04884645,
8.75382244, 10.92835879, 10.49712877, 7.03360142,
8.35080765, 8.65577037, 9.77378512, 6.19511325,
12.01278577, 8.70736035, -0.61115139, 6.25579308,
5.83301156, 9.5596107 , 9.1069056 , 18.97922637,
7.95773038, 15.16252714, -2.2880558 , -3.6018204 ,
8.85438733, 10.93704628, 6.5301792 ],
[ 12.44134657, 17.21709879, 10.2394815 , 11.04884855,
8.75382549, 10.92836053, 10.49713325, 7.03361049,
8.3508097 , 8.65576237, 9.77377822, 6.19511211,
12.01278669, 8.70735809, -0.61115807, 6.25580319,
5.83302033, 9.5596112 , 9.10690759, 18.97922701,
7.95772935, 15.16252807, -2.28805602, -3.60181987,
8.85438544, 10.93704351, 6.53017639],
[ 12.44134979, 17.21709371, 10.23948269, 11.04884733,
8.75382541, 10.92836151, 10.49713553, 7.03361042,
8.35080869, 8.65576934, 9.7737828 , 6.19511359,
12.0127782 , 8.70735986, -0.61114094, 6.25579486,
5.83300502, 9.55961026, 9.10690677, 18.97921982,
7.95772946, 15.16252128, -2.2880544 , -3.60181876,
8.85438479, 10.93704111, 6.530175 ],
[ 12.44135579, 17.21709085, 10.23948277, 11.04884736,
8.75382549, 10.92836162, 10.49712955, 7.03360033,
8.35080913, 8.65576941, 9.77378357, 6.19511326,
12.01277048, 8.70736004, -0.61112046, 6.25579397,
5.83301009, 9.55961008, 9.10690547, 18.97920778,
7.95772949, 15.16250776, -2.28805262, -3.60181705,
8.85438779, 10.93704051, 6.53017287]]), array([-233154.19526622, -233154.1952662 , -233154.1952662 ,
-233154.1952662 , -233154.1952662 , -233154.19526619,
-233154.19526619, -233154.19526619, -233154.19526618,
-233154.19526618, -233154.19526618, -233154.19526618,
-233154.19526618, -233154.19526617, -233154.19526617,
-233154.19526617, -233154.19526617, -233154.19526616,
-233154.19526616, -233154.19526616, -233154.19526616,
-233154.19526616, -233154.19526615, -233154.19526615,
-233154.19526614, -233154.19526614, -233154.19526614,
-233154.19526613]))
fun: -233154.19526622375
message: 'Optimization terminated successfully.'
nfev: 28234
nit: 23165
status: 0
success: True
x: array([ 12.44136064, 17.21711875, 10.23948459, 11.04884815,
8.75382305, 10.92835974, 10.49713103, 7.03360302,
8.3508114 , 8.65576619, 9.77378307, 6.19511159,
12.01279089, 8.70735769, -0.61117834, 6.25578846,
5.83300202, 9.55961217, 9.10690823, 18.97925377,
7.95772877, 15.1625547 , -2.28805903, -3.60182306,
8.85438668, 10.93704228, 6.53017519])
Final log-likelihood = 233154.195266
Number of iterations = 23165
Number of evaluations = 28234
Final rate constants:
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 253054.622558
From A3F3 to A3F3O beta3fff 30012326.9388
From A3F2O to A3F2 alpha3ff 27986.6976893
From A3F2 to A3F2O beta3ff 62871.4945011
From A2F2O to A2F2 alpha2ff 6334.86033119
From A2F2 to A2F2O beta2ff 55734.7849606
From A3F1O to A3F1 alpha3f 36211.4638333
From A3F1 to A3F1O beta3f 1134.10948012
From A2F1O to A2F1 alpha2f 4233.61450596
From A2F1 to A2F1O beta2f 5743.16762327
From A1F1O to A1F1 alpha1f 17567.0992823
From A1F1 to A1F1O beta1f 490.346162057
From A3F3 to A3F2 gama3fff 164849.940257
From A3F2 to A3F3 delta3fff 6047.24269011
From A3F2 to A2F2 3kff(-3) 0.542710993044
From A2F2 to A3F2 kff(+3) 16.9450053348
From A3F2 to A3F1 gama3ff 521.020016436
From A3F1 to A3F2 delta3ff 341.381977735
From A2F2 to A2F1 gama2ff 14180.3456141
From A2F1 to A2F2 delta2ff 9017.37211441
From A3F1 to A2F1 3kf(-3) 5769060.54004
From A2F1 to A3F1 kf(+3) 174817611.294
From A3F1 to A3R gama3f 2857.57536123
From A3R to A3F1 delta3f 851.452655826
From A2F1 to A1F1 2kf(-2) 3846040.36003
From A1F1 to A2F1 2kf(+2) 349635222.587
From A2F1 to A2R gama2f 0.101463208104
From A2R to A2F1 delta2f 0.0272739550962
From A1F1 to A1R gama1f 7005.05060298
From A1R to A1F1 delta1f 1698.74240308
From A3R to A2R 3k(-3) 2056.55489459
From A2R to A3R k(+3) 56220.8116473
From A2R to A1R 2k(-2) 1371.03659639
From A1R to A2R 2k(+2) 112441.623295
From A1R to R k(-1) 685.518298197
From R to A1R 3k(+1) 168662.434942
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 4.592838838e+14
backward product = 4.592838838e+14
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 2.802020459e+13
backward product = 2.802020459e+13
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 8.262288248e+13
backward product = 8.262288248e+13
Raw
fitGlyRke4.py gcc run 1 double
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keA.scn
Concentration of agonist = 300.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = 0.600 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for bursts calculated asin Colquhoun, Hawkes & Srodzinski, (1996, eqs 5.8, 5.11).
Number of resolved intervals = 11662
Number of resolved periods = 11088
Number of open periods = 5544
Mean and SD of open periods = 0.397568729 +/- 1.362546164 ms
Range of open periods from 0.040033814 ms to 83.755209722 ms
Number of shut intervals = 5544
Mean and SD of shut periods = 109.531529248 +/- 2942.205429077 ms
Range of shut periods from 0.040052371 ms to 204117.309570312 ms
Last shut period = 10.665501468 ms
Number of bursts = 4618
Average length = 0.504651324 ms
Range: 0.040 to 83.755 millisec
Average number of openings= 1.200519706
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keB.scn
Concentration of agonist = 3000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -70.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14296
Number of resolved periods = 12338
Number of open periods = 6169
Mean and SD of open periods = 0.568432008 +/- 0.781032231 ms
Range of open periods from 0.040003666 ms to 23.221036885 ms
Number of shut intervals = 6169
Mean and SD of shut periods = 3.801412648 +/- 35.561904311 ms
Range of shut periods from 0.040001163 ms to 2761.569499969 ms
Last shut period = 0.373572315 ms
Number of bursts = 3
Average length = 8038.560359078 ms
Range: 1572.336 to 17533.538 millisec
Average number of openings= 2056.333333333
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keC.scn
Concentration of agonist = 30000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 7569
Number of resolved periods = 5810
Number of open periods = 2905
Mean and SD of open periods = 0.764939965 +/- 1.200268148 ms
Range of open periods from 0.040136722 ms to 20.713106598 ms
Number of shut intervals = 2905
Mean and SD of shut periods = 76.107278466 +/- 2832.809209824 ms
Range of shut periods from 0.037358772 ms to 109791.648864746 ms
Last shut period = 0.037358772 ms
Number of bursts = 5
Average length = 886.178571851 ms
Range: 0.222 to 2465.916 millisec
Average number of openings= 581.000000000
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keD.scn
Concentration of agonist = 100000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14723
Number of resolved periods = 12210
Number of open periods = 6105
Mean and SD of open periods = 0.888958726 +/- 1.245775257 ms
Range of open periods from 0.040174076 ms to 21.068737711 ms
Number of shut intervals = 6105
Mean and SD of shut periods = 5.588796455 +/- 134.609654546 ms
Range of shut periods from 0.037023197 ms to 7994.186401367 ms
Last shut period = 0.037023197 ms
Number of bursts = 25
Average length = 478.491306786 ms
Range: 0.073 to 3397.090 millisec
Average number of openings= 244.200000000
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 164180.872344
From A3F3 to A3F3O beta3fff 879798.259388
From A3F2O to A3F2 alpha3ff 17631.1000954
From A3F2 to A3F2O beta3ff 75963.8340657
From A2F2O to A2F2 alpha2ff 18512.6542595
From A2F2 to A2F2O beta2ff 72165.6459847
From A3F1O to A3F1 alpha3f 19957.2751004
From A3F1 to A3F1O beta3f 302.572972131
From A2F1O to A2F1 alpha2f 20555.9927824
From A2F1 to A2F1O beta2f 293.495791624
From A1F1O to A1F1 alpha1f 21154.7104645
From A1F1 to A1F1O beta1f 284.418611117
From A3F3 to A3F2 gama3fff 11673.7928596
From A3F2 to A3F3 delta3fff 2585.56822991
From A3F2 to A2F2 3kff(-3) 26.209768672
From A2F2 to A3F2 kff(+3) 684.568191741
From A3F2 to A3F1 gama3ff 2862.00095617
From A3F1 to A3F2 delta3ff 1741.88100927
From A2F2 to A2F1 gama2ff 11625.274006
From A2F1 to A2F2 delta2ff 8662.55618102
From A3F1 to A2F1 3kf(-3) 1436109.06916
From A2F1 to A3F1 kf(+3) 45923513.6955
From A3F1 to A3R gama3f 2473.77597999
From A3R to A3F1 delta3f 769.546855601
From A2F1 to A1F1 2kf(-2) 957406.04611
From A1F1 to A2F1 2kf(+2) 91847027.3909
From A2F1 to A2R gama2f 0.0997096333233
From A2R to A2F1 delta2f 0.027994525861
From A1F1 to A1R gama1f 7438.33684661
From A1R to A1F1 delta1f 1884.83412534
From A3R to A2R 3k(-3) 1507.83869722
From A2R to A3R k(+3) 43517.4928712
From A2R to A1R 2k(-2) 1005.22579814
From A1R to A2R 2k(+2) 87034.9857424
From A1R to R k(-1) 502.612899072
From R to A1R 3k(+1) 130552.478614
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.437361683e+16
backward product = 2.437361683e+16
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 4.795384982e+12
backward product = 4.795384982e+12
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.735157837e+13
backward product = 1.735157837e+13
Starting likelihood = 232502.287977
iteration # 100; log-lik = 232928.154662
[ 1.41924696e+05 9.91282568e+05 1.97840130e+04 7.82168302e+04
1.71306492e+04 7.68160837e+04 1.91299496e+04 3.29285607e+02
2.03109769e+04 3.21385337e+02 1.77876364e+04 3.07427710e+02
9.53885963e+03 3.14538983e+03 2.66831193e+01 2.88401102e+03
1.83802336e+03 9.93511657e+03 9.46742351e+03 4.79548708e+07
2.69765023e+03 9.59381397e+05 9.69674010e-02 2.95029655e-02
7.21696699e+03 4.79948914e+04 4.64842402e+02]
iteration # 200; log-lik = 232979.192057
[ 1.39959379e+05 1.17018226e+06 2.16700680e+04 7.53653081e+04
1.71029252e+04 7.68171076e+04 1.71190644e+04 3.42107973e+02
1.98215160e+04 3.28061884e+02 1.57404148e+04 3.69429873e+02
9.05588107e+03 2.93348168e+03 2.47742706e+01 2.66183859e+03
1.80308002e+03 9.82741621e+03 9.20819434e+03 4.89168093e+07
2.87111595e+03 9.56960899e+05 9.77159540e-02 3.00259005e-02
7.78208260e+03 4.73797799e+04 4.85791261e+02]
iteration # 300; log-lik = 233002.232358
[ 1.47312423e+05 1.12864285e+06 2.11448124e+04 7.36694063e+04
1.69317461e+04 7.74711685e+04 1.62870400e+04 3.92236574e+02
1.86587447e+04 3.48193383e+02 1.38161174e+04 4.13244661e+02
8.41526537e+03 2.83569328e+03 2.60822758e+01 2.44770496e+03
1.67354724e+03 9.51977339e+03 9.21709747e+03 4.62329996e+07
3.12459255e+03 9.75174512e+05 9.66457332e-02 2.93387769e-02
6.59904934e+03 4.70727221e+04 4.82397914e+02]
iteration # 400; log-lik = 233018.988138
[ 1.48644223e+05 1.25062179e+06 1.96390849e+04 7.13821925e+04
1.66352826e+04 7.76746330e+04 1.79133107e+04 4.21464957e+02
1.82306857e+04 3.83449704e+02 1.45437964e+04 4.31136662e+02
8.25161166e+03 2.74034750e+03 2.59165616e+01 2.29627631e+03
1.45026493e+03 9.53446236e+03 9.40284474e+03 4.72968854e+07
2.94066199e+03 9.44090357e+05 9.68547856e-02 2.88592808e-02
6.40567244e+03 4.66407464e+04 4.79943892e+02]
iteration # 500; log-lik = 233039.395788
[ 1.43921724e+05 1.32994457e+06 2.02449694e+04 6.68117594e+04
1.62172011e+04 7.94934703e+04 2.26566069e+04 5.29347681e+02
1.56810436e+04 4.50922832e+02 1.37971980e+04 4.71660034e+02
7.79209469e+03 2.60040045e+03 2.58362305e+01 1.98649454e+03
1.14826360e+03 9.86977844e+03 9.57688621e+03 4.71647054e+07
2.65861372e+03 8.73934049e+05 9.79258969e-02 2.91987287e-02
6.89841492e+03 4.51984767e+04 4.86336071e+02]
iteration # 600; log-lik = 233048.465860
[ 1.46262468e+05 1.28118709e+06 1.98733456e+04 6.65369686e+04
1.60324841e+04 7.98636684e+04 2.37706804e+04 6.30085713e+02
1.37892065e+04 4.95990174e+02 1.39243349e+04 5.00884359e+02
7.72789676e+03 2.63733775e+03 2.52296415e+01 1.89120845e+03
1.00135478e+03 9.99077801e+03 9.63004704e+03 4.87800502e+07
2.43395436e+03 8.51913920e+05 9.89014118e-02 2.94707396e-02
7.67575311e+03 4.49023615e+04 4.86137282e+02]
iteration # 700; log-lik = 233057.149323
[ 1.49512317e+05 1.23011740e+06 2.13138860e+04 6.79315040e+04
1.58888665e+04 8.01013199e+04 2.19366699e+04 7.27702613e+02
1.24049779e+04 5.27515813e+02 1.38621949e+04 5.62421214e+02
7.66341611e+03 2.79009095e+03 2.41159390e+01 1.80736481e+03
9.26036363e+02 9.97574384e+03 9.65850089e+03 4.96878513e+07
2.25527758e+03 8.29899324e+05 9.99611919e-02 3.03854219e-02
8.09623091e+03 4.53338548e+04 4.91714514e+02]
iteration # 800; log-lik = 233060.654072
[ 1.51402885e+05 1.16800642e+06 2.21648039e+04 6.90068340e+04
1.59982553e+04 7.92887719e+04 2.03651434e+04 7.86071809e+02
1.17987841e+04 5.45788246e+02 1.37135087e+04 5.68461400e+02
7.84646994e+03 2.95600780e+03 2.33945732e+01 1.76938109e+03
9.25737084e+02 9.85673993e+03 9.43903120e+03 4.95216116e+07
2.29888914e+03 8.15096090e+05 1.00533576e-01 3.01991878e-02
8.28623854e+03 4.57863064e+04 4.95039580e+02]
iteration # 900; log-lik = 233062.450423
[ 1.48141874e+05 1.14140374e+06 2.23716677e+04 6.85527156e+04
1.58599708e+04 7.94239596e+04 2.15671211e+04 8.22338534e+02
1.10904760e+04 5.64504346e+02 1.39878590e+04 5.58343931e+02
7.85790191e+03 2.96424252e+03 2.37553581e+01 1.71113928e+03
9.07245431e+02 9.97564384e+03 9.45234039e+03 4.91590432e+07
2.25573386e+03 8.04936581e+05 1.00595126e-01 3.01130966e-02
8.37852225e+03 4.56664346e+04 4.91602787e+02]
iteration # 1000; log-lik = 233065.495431
[ 1.48804115e+05 1.07812110e+06 2.37091142e+04 6.88080258e+04
1.55781518e+04 7.93410420e+04 2.24777392e+04 9.35575705e+02
9.00960759e+03 6.37900169e+02 1.41156098e+04 5.59462899e+02
7.69678557e+03 3.11874688e+03 2.43908467e+01 1.57122986e+03
8.72350317e+02 1.00211476e+04 9.34231224e+03 4.64133282e+07
2.30456767e+03 7.63399960e+05 1.02357514e-01 3.02529138e-02
8.26298275e+03 4.58105792e+04 4.90138216e+02]
iteration # 1100; log-lik = 233070.110392
[ 1.46828452e+05 9.88461558e+05 2.47264040e+04 6.84627358e+04
1.51382532e+04 7.86007127e+04 2.36739665e+04 1.06013101e+03
6.15754895e+03 7.41703545e+02 1.48154493e+04 5.26033863e+02
7.44409643e+03 3.24714750e+03 2.62198276e+01 1.44435304e+03
8.90554632e+02 1.01414074e+04 9.39117570e+03 4.10152850e+07
2.63014887e+03 7.29553747e+05 1.04103859e-01 3.04145924e-02
7.80511749e+03 4.61691965e+04 4.94014435e+02]
iteration # 1200; log-lik = 233072.588350
[ 1.52109628e+05 9.70062495e+05 2.49902197e+04 6.83171048e+04
1.48738570e+04 7.78757571e+04 2.37557746e+04 1.14961403e+03
5.18320318e+03 8.23108752e+02 1.53445220e+04 5.20637322e+02
7.56306392e+03 3.44776661e+03 2.67748348e+01 1.36084107e+03
8.66139638e+02 1.02333363e+04 9.45962292e+03 3.90671057e+07
2.65025002e+03 7.08083409e+05 1.05247616e-01 3.05739238e-02
7.57159709e+03 4.63029302e+04 4.95595990e+02]
iteration # 1300; log-lik = 233075.301533
[ 1.66086080e+05 9.65310365e+05 2.54242231e+04 6.86107154e+04
1.49695403e+04 7.77883401e+04 2.23263610e+04 1.15480710e+03
5.27092594e+03 8.65080843e+02 1.52156919e+04 5.00137610e+02
7.31378999e+03 3.66634354e+03 2.76928269e+01 1.32122551e+03
8.67621608e+02 1.02774316e+04 9.42624621e+03 3.61871706e+07
2.70586045e+03 6.80767948e+05 1.05542569e-01 3.06555792e-02
7.31739795e+03 4.62567347e+04 4.95444934e+02]
iteration # 1400; log-lik = 233078.387294
[ 1.78712661e+05 9.58230317e+05 2.55523672e+04 6.83924684e+04
1.48196710e+04 7.74556422e+04 2.14015908e+04 1.25221797e+03
5.01657531e+03 9.58872219e+02 1.50399245e+04 4.90137925e+02
7.36835707e+03 3.95480647e+03 2.81543293e+01 1.22997990e+03
8.38564855e+02 1.02480296e+04 9.49433778e+03 3.40103824e+07
2.69876989e+03 6.55874822e+05 1.06207435e-01 3.05068201e-02
7.05400919e+03 4.62609229e+04 4.97293960e+02]
iteration # 1500; log-lik = 233088.714461
[ 2.34118220e+05 1.02717175e+06 2.61505498e+04 6.55074959e+04
1.45181772e+04 7.76493768e+04 2.25441698e+04 1.27879574e+03
5.29057185e+03 1.23831672e+03 1.51439906e+04 4.09877188e+02
7.04769672e+03 5.04597610e+03 3.23238689e+01 9.87999730e+02
7.54543076e+02 1.04613771e+04 9.62424563e+03 2.53503023e+07
2.78680516e+03 5.61209856e+05 1.06991720e-01 3.09720830e-02
6.31249593e+03 4.48073561e+04 4.88339586e+02]
iteration # 1600; log-lik = 233098.368190
[ 3.16342090e+05 1.23448529e+06 2.64614166e+04 6.06584389e+04
1.38487340e+04 7.72141824e+04 2.35193038e+04 1.31475945e+03
5.53047572e+03 1.66142106e+03 1.51645013e+04 3.72238947e+02
6.88366962e+03 6.50465218e+03 3.56972763e+01 7.52476142e+02
6.21342857e+02 1.05267358e+04 9.78474120e+03 1.88984120e+07
3.02419186e+03 4.68803907e+05 1.08103957e-01 3.16089483e-02
5.88398693e+03 4.31283721e+04 4.89108570e+02]
iteration # 1700; log-lik = 233102.354114
[ 3.38999208e+05 1.20973797e+06 2.54083467e+04 5.97522425e+04
1.36200097e+04 7.69786989e+04 2.32738837e+04 1.47292370e+03
5.64390939e+03 1.85005419e+03 1.49324400e+04 3.77483446e+02
6.37549371e+03 6.72056627e+03 3.69162444e+01 6.90971452e+02
5.48549774e+02 1.03739448e+04 9.82836187e+03 1.75478463e+07
3.23836427e+03 4.48322116e+05 1.08389909e-01 3.13877796e-02
5.75418581e+03 4.25887218e+04 4.87563870e+02]
iteration # 1800; log-lik = 233105.816071
[ 3.27545388e+05 1.20413284e+06 2.50498360e+04 5.92421713e+04
1.34450147e+04 7.62767011e+04 2.47483146e+04 1.48307980e+03
5.43776239e+03 1.90706579e+03 1.51734412e+04 3.82931873e+02
6.68477354e+03 6.88322197e+03 3.59378486e+01 6.87220876e+02
5.31767438e+02 1.02525134e+04 9.73948985e+03 1.74148697e+07
3.18233146e+03 4.46197126e+05 1.08762685e-01 3.11838802e-02
5.96710158e+03 4.28518018e+04 4.92404354e+02]
iteration # 1900; log-lik = 233109.352055
[ 3.72055646e+05 1.23049634e+06 2.43520934e+04 5.81383202e+04
1.30392391e+04 7.50453064e+04 2.56949364e+04 1.60899870e+03
4.80598341e+03 2.28426187e+03 1.51964469e+04 3.73944934e+02
6.47355845e+03 7.57759393e+03 3.64370038e+01 6.36508205e+02
4.76247391e+02 1.02379131e+04 9.71046685e+03 1.55652983e+07
3.33545935e+03 4.15913716e+05 1.09573328e-01 3.12469049e-02
5.91487711e+03 4.29991632e+04 5.00993501e+02]
iteration # 2000; log-lik = 233113.229377
[ 4.01167273e+05 1.34202268e+06 2.36280227e+04 5.72971136e+04
1.27631642e+04 7.45745153e+04 2.92913423e+04 1.57499587e+03
4.89096156e+03 2.52490376e+03 1.49494378e+04 3.83876153e+02
6.51309124e+03 7.60987621e+03 3.48358616e+01 6.30193092e+02
4.37802749e+02 1.01497442e+04 9.59179895e+03 1.49474303e+07
3.05643943e+03 3.81556624e+05 1.10162352e-01 3.18069100e-02
6.65850383e+03 4.31238267e+04 5.10967091e+02]
iteration # 2100; log-lik = 233117.241846
[ 4.66081812e+05 1.44558194e+06 2.37573938e+04 5.67169329e+04
1.23726761e+04 7.38022048e+04 3.19478062e+04 1.58474033e+03
4.88588309e+03 3.02004421e+03 1.47298592e+04 3.74484645e+02
6.29902431e+03 7.99507730e+03 3.51125437e+01 5.81843101e+02
3.90758208e+02 1.02393572e+04 9.52027316e+03 1.28899179e+07
2.99215445e+03 3.31829016e+05 1.11930443e-01 3.21319952e-02
6.77027633e+03 4.32785899e+04 5.21020981e+02]
iteration # 2200; log-lik = 233126.839909
[ 6.17793005e+05 1.69238755e+06 2.56289667e+04 5.76110854e+04
1.10517286e+04 7.23873220e+04 3.87620255e+04 1.68856986e+03
4.47673512e+03 4.62142497e+03 1.48213355e+04 3.94603541e+02
5.24585075e+03 7.40986484e+03 3.83170238e+01 4.61246479e+02
3.16160989e+02 1.07575188e+04 9.23358700e+03 8.20549796e+06
3.08401270e+03 2.15224409e+05 1.21026742e-01 3.37090438e-02
6.89897984e+03 4.38436611e+04 5.42760027e+02]
iteration # 2300; log-lik = 233133.813281
[ 6.49338750e+05 1.71205268e+06 2.75005724e+04 6.14319776e+04
1.04119546e+04 7.19689849e+04 4.12608639e+04 1.67188787e+03
4.40632645e+03 5.15564014e+03 1.52157553e+04 4.18720485e+02
5.04388833e+03 6.35900617e+03 3.86109409e+01 4.48151705e+02
3.18779174e+02 1.11364254e+04 8.88612212e+03 7.17357938e+06
2.99780758e+03 1.73668515e+05 1.27790997e-01 3.47977383e-02
6.91991809e+03 4.49324716e+04 5.47048628e+02]
iteration # 2400; log-lik = 233135.695276
[ 6.26076378e+05 1.70750180e+06 2.76648118e+04 6.26583827e+04
1.03017903e+04 7.17088666e+04 4.09030956e+04 1.68210508e+03
4.49217036e+03 5.09906026e+03 1.59180318e+04 4.20867623e+02
5.19279095e+03 6.11192320e+03 3.79956414e+01 4.55760722e+02
3.27535733e+02 1.12652468e+04 8.78772951e+03 7.12399606e+06
3.06465909e+03 1.68659964e+05 1.29228945e-01 3.50539277e-02
6.87993873e+03 4.56365657e+04 5.44340698e+02]
iteration # 2500; log-lik = 233136.831060
[ 5.87782304e+05 1.70595656e+06 2.81284111e+04 6.33430352e+04
1.02587073e+04 7.15015048e+04 4.21094456e+04 1.71194405e+03
4.49820959e+03 5.07443729e+03 1.59975671e+04 4.33784403e+02
5.27336911e+03 5.79818002e+03 3.66870855e+01 4.65774375e+02
3.31670482e+02 1.12635311e+04 8.75616622e+03 7.17551325e+06
3.00966630e+03 1.66390794e+05 1.29812989e-01 3.52727612e-02
7.05211833e+03 4.62127425e+04 5.47813427e+02]
iteration # 2600; log-lik = 233138.456119
[ 5.65410573e+05 1.73113847e+06 2.86004728e+04 6.36893854e+04
1.01249911e+04 7.04975574e+04 4.45187065e+04 1.73752894e+03
4.48100000e+03 5.30344942e+03 1.61555290e+04 4.30528798e+02
5.49358256e+03 5.73831191e+03 3.45073908e+01 4.67350071e+02
3.31773761e+02 1.12389562e+04 8.68888055e+03 6.96781903e+06
3.04933554e+03 1.61424968e+05 1.30475560e-01 3.54400916e-02
7.05933041e+03 4.70591985e+04 5.57877182e+02]
iteration # 2700; log-lik = 233139.361638
[ 5.13839309e+05 1.71619344e+06 2.83215460e+04 6.35156020e+04
1.01982126e+04 7.01663698e+04 4.47592968e+04 1.79433052e+03
4.49436287e+03 5.10669675e+03 1.63154655e+04 4.36963632e+02
5.87641900e+03 5.80149419e+03 3.24163681e+01 4.77619193e+02
3.37550471e+02 1.11225319e+04 8.73078449e+03 7.40636685e+06
3.03009877e+03 1.71064880e+05 1.29392669e-01 3.50983772e-02
7.08610721e+03 4.75259144e+04 5.63618571e+02]
iteration # 2800; log-lik = 233139.839857
[ 4.93716221e+05 1.74414430e+06 2.85585423e+04 6.35839368e+04
1.00822155e+04 6.97332795e+04 4.70042214e+04 1.82765253e+03
4.46718183e+03 5.24906504e+03 1.65465226e+04 4.40334288e+02
6.09094962e+03 5.72533158e+03 3.11148808e+01 4.77971558e+02
3.34993350e+02 1.11478219e+04 8.71523705e+03 7.25917662e+06
3.01938704e+03 1.67314586e+05 1.30170516e-01 3.52512845e-02
7.09409322e+03 4.80052511e+04 5.71940089e+02]
iteration # 2900; log-lik = 233140.254281
[ 4.63276072e+05 1.80469145e+06 2.86692384e+04 6.32719407e+04
9.96204997e+03 6.92298695e+04 4.80608733e+04 1.89608789e+03
4.52363469e+03 5.34282713e+03 1.69026248e+04 4.45856631e+02
6.66186239e+03 5.87599756e+03 2.89618762e+01 4.75414305e+02
3.28916023e+02 1.11165917e+04 8.68975726e+03 7.42645904e+06
3.01818840e+03 1.69496101e+05 1.30202227e-01 3.52635972e-02
7.11298635e+03 4.87527075e+04 5.78421240e+02]
iteration # 3000; log-lik = 233141.048428
[ 4.49870053e+05 1.86319853e+06 2.84298963e+04 6.31521443e+04
9.82634428e+03 6.88337482e+04 4.90142082e+04 1.88868159e+03
4.43689490e+03 5.43200892e+03 1.69527174e+04 4.45453287e+02
6.97832397e+03 5.88532082e+03 2.78937726e+01 4.85433382e+02
3.31444960e+02 1.11862333e+04 8.62090817e+03 7.48831417e+06
3.01370396e+03 1.71943427e+05 1.30841848e-01 3.52649492e-02
7.03361550e+03 4.92754726e+04 5.87816871e+02]
iteration # 3100; log-lik = 233141.844952
[ 3.89819914e+05 1.99411621e+06 2.81236647e+04 6.18595976e+04
9.61008054e+03 6.80082979e+04 5.12274940e+04 2.00066530e+03
4.34940734e+03 5.56627374e+03 1.72312594e+04 4.60978152e+02
8.35537523e+03 6.17747195e+03 2.46832364e+01 4.97380041e+02
3.25926484e+02 1.12233671e+04 8.53207549e+03 8.04063511e+06
2.89357393e+03 1.82043419e+05 1.30829013e-01 3.52377195e-02
7.20722651e+03 5.06635061e+04 6.05078699e+02]
iteration # 3200; log-lik = 233142.643585
[ 3.88947908e+05 2.10001613e+06 2.76436560e+04 6.17754830e+04
9.45662630e+03 6.77727258e+04 5.08035050e+04 1.98044846e+03
4.31246309e+03 5.67440973e+03 1.73079637e+04 4.61729986e+02
8.90031499e+03 6.32180560e+03 2.38065245e+01 5.08633720e+02
3.25967345e+02 1.13100039e+04 8.46412438e+03 8.19068015e+06
2.87636863e+03 1.84783820e+05 1.31320745e-01 3.53598885e-02
7.14630663e+03 5.13165360e+04 6.12646616e+02]
iteration # 3300; log-lik = 233143.624095
[ 3.78846490e+05 2.27190504e+06 2.73539389e+04 6.17622320e+04
9.23107119e+03 6.73903033e+04 4.89555536e+04 1.93114982e+03
4.21123446e+03 5.68970220e+03 1.70510833e+04 4.72173574e+02
9.92161285e+03 6.42208165e+03 2.22528275e+01 5.44239445e+02
3.37575777e+02 1.14726752e+04 8.32023305e+03 8.57893294e+06
2.85449440e+03 1.91083156e+05 1.32214761e-01 3.57381590e-02
7.07540406e+03 5.25526826e+04 6.28931915e+02]
iteration # 3400; log-lik = 233144.116111
[ 3.68235392e+05 2.43181071e+06 2.65291709e+04 6.09995647e+04
9.10472571e+03 6.68440459e+04 4.79174008e+04 1.85622493e+03
4.20421652e+03 5.72063212e+03 1.71476072e+04 4.63657519e+02
1.09874074e+04 6.69856786e+03 2.13543726e+01 5.75979756e+02
3.48217824e+02 1.15655169e+04 8.24650659e+03 8.86072185e+06
2.86758856e+03 1.99434397e+05 1.31818240e-01 3.59007395e-02
6.97126327e+03 5.34361077e+04 6.37517099e+02]
iteration # 3500; log-lik = 233144.661394
[ 3.62808833e+05 2.64828620e+06 2.62199633e+04 6.09532315e+04
8.96233040e+03 6.66031214e+04 4.61409106e+04 1.69796615e+03
4.19901365e+03 5.64466039e+03 1.70427813e+04 4.66667714e+02
1.17628943e+04 6.57333930e+03 2.12309873e+01 6.16159277e+02
3.75042114e+02 1.18017665e+04 8.21268957e+03 9.01586374e+06
2.81881111e+03 2.00012969e+05 1.32430783e-01 3.64431894e-02
6.92533523e+03 5.39559038e+04 6.44400558e+02]
iteration # 3600; log-lik = 233144.849162
[ 3.60256999e+05 2.63674356e+06 2.63518657e+04 6.12592431e+04
9.00378276e+03 6.66200674e+04 4.53929108e+04 1.67065434e+03
4.23609304e+03 5.55644235e+03 1.71326954e+04 4.65946643e+02
1.17644870e+04 6.46211824e+03 2.13278964e+01 6.23517934e+02
3.85572112e+02 1.17949920e+04 8.25036554e+03 9.01522114e+06
2.81930819e+03 2.00678141e+05 1.32304918e-01 3.65016966e-02
6.88028914e+03 5.39144991e+04 6.43149897e+02]
iteration # 3700; log-lik = 233144.975757
[ 3.48652825e+05 2.65746610e+06 2.63491033e+04 6.12805626e+04
8.95423738e+03 6.63213518e+04 4.52519604e+04 1.64972842e+03
4.23016767e+03 5.55878087e+03 1.71963459e+04 4.66008292e+02
1.22125729e+04 6.41925144e+03 2.09944534e+01 6.29160820e+02
3.93296472e+02 1.18108631e+04 8.22743538e+03 9.12847907e+06
2.82034929e+03 2.02510837e+05 1.32362395e-01 3.64432393e-02
6.83216156e+03 5.42838334e+04 6.45383464e+02]
iteration # 3800; log-lik = 233145.024746
[ 3.48873308e+05 2.70196923e+06 2.62293666e+04 6.12158429e+04
8.93655693e+03 6.62018602e+04 4.44836425e+04 1.61526314e+03
4.24228120e+03 5.52694269e+03 1.72107671e+04 4.62720263e+02
1.24736748e+04 6.48189188e+03 2.09312023e+01 6.36755035e+02
4.00430727e+02 1.18278670e+04 8.22933833e+03 9.20217477e+06
2.83270080e+03 2.04838147e+05 1.32185325e-01 3.64669823e-02
6.76689732e+03 5.43891390e+04 6.45892709e+02]
iteration # 3900; log-lik = 233145.143485
[ 3.41475262e+05 2.71998785e+06 2.62382620e+04 6.12185298e+04
8.88026125e+03 6.60024784e+04 4.45359934e+04 1.62945941e+03
4.21460282e+03 5.57905286e+03 1.72292921e+04 4.65115490e+02
1.28237177e+04 6.51123133e+03 2.04492217e+01 6.36323435e+02
4.00174782e+02 1.18044833e+04 8.18839502e+03 9.36106963e+06
2.83042293e+03 2.07574070e+05 1.32349100e-01 3.63970665e-02
6.77997674e+03 5.46026246e+04 6.48327667e+02]
iteration # 4000; log-lik = 233145.329902
[ 3.31552986e+05 2.86970081e+06 2.61268519e+04 6.13561839e+04
8.66563277e+03 6.53468119e+04 4.38542363e+04 1.57914632e+03
4.16336364e+03 5.77482735e+03 1.74062039e+04 4.66315937e+02
1.39281237e+04 6.52548919e+03 1.95399390e+01 6.49647060e+02
4.12236906e+02 1.18545369e+04 8.03799255e+03 9.59740546e+06
2.82867671e+03 2.12485809e+05 1.33446791e-01 3.65722369e-02
6.78006496e+03 5.51733977e+04 6.54790339e+02]
iteration # 4100; log-lik = 233145.466481
[ 3.34429947e+05 2.85594482e+06 2.61433745e+04 6.12390993e+04
8.68351879e+03 6.53333720e+04 4.36243209e+04 1.59189449e+03
4.15294933e+03 5.80570958e+03 1.74105368e+04 4.65618842e+02
1.37025095e+04 6.55598119e+03 1.95529335e+01 6.39979613e+02
4.08713966e+02 1.17841990e+04 8.05306815e+03 9.66681166e+06
2.84639945e+03 2.15583443e+05 1.33069676e-01 3.64735568e-02
6.81450553e+03 5.48246652e+04 6.52250149e+02]
iteration # 4200; log-lik = 233145.579027
[ 3.29830728e+05 2.85454889e+06 2.64014568e+04 6.14640149e+04
8.64462341e+03 6.51745106e+04 4.31337337e+04 1.58239736e+03
4.12399689e+03 5.83824819e+03 1.74733523e+04 4.67097016e+02
1.37957282e+04 6.45141176e+03 1.94578557e+01 6.39838739e+02
4.15004982e+02 1.18012671e+04 8.01081891e+03 9.74243470e+06
2.86001981e+03 2.16614869e+05 1.33484468e-01 3.65110785e-02
6.81336286e+03 5.47735382e+04 6.51362429e+02]
iteration # 4300; log-lik = 233145.677676
[ 3.28331169e+05 2.83744957e+06 2.62929481e+04 6.11651163e+04
8.64218734e+03 6.52720753e+04 4.32490568e+04 1.60057645e+03
4.13601120e+03 5.87043632e+03 1.75496109e+04 4.64067329e+02
1.37749074e+04 6.48633565e+03 1.93826726e+01 6.34883884e+02
4.08500610e+02 1.17736289e+04 7.99934694e+03 9.95410279e+06
2.85437578e+03 2.21306633e+05 1.33276907e-01 3.64036928e-02
6.82894562e+03 5.43235141e+04 6.47737997e+02]
iteration # 4400; log-lik = 233145.764848
[ 3.29455035e+05 2.82257963e+06 2.64267513e+04 6.11280295e+04
8.65546281e+03 6.52882161e+04 4.26697103e+04 1.60256236e+03
4.11654310e+03 5.87614294e+03 1.76386804e+04 4.60999287e+02
1.36873452e+04 6.52243402e+03 1.94824286e+01 6.32362153e+02
4.10201569e+02 1.17725754e+04 7.98810394e+03 1.00383530e+07
2.85868580e+03 2.24522697e+05 1.33224912e-01 3.63889984e-02
6.82579619e+03 5.40152985e+04 6.44093118e+02]
iteration # 4500; log-lik = 233145.828877
[ 3.24189837e+05 2.81113669e+06 2.65324260e+04 6.11367975e+04
8.63937465e+03 6.51809556e+04 4.22659442e+04 1.60862353e+03
4.09436801e+03 5.90281743e+03 1.76566705e+04 4.59977807e+02
1.37560020e+04 6.47407608e+03 1.91997949e+01 6.31691930e+02
4.11390294e+02 1.17414749e+04 7.95539293e+03 1.03272229e+07
2.86650207e+03 2.30571426e+05 1.33061953e-01 3.62691273e-02
6.82993733e+03 5.38791469e+04 6.42496165e+02]
iteration # 4600; log-lik = 233145.896551
[ 3.27312431e+05 2.79813022e+06 2.64302580e+04 6.11698738e+04
8.70107439e+03 6.52518918e+04 4.18039966e+04 1.59790109e+03
4.10909164e+03 5.81470696e+03 1.75475920e+04 4.57656836e+02
1.35981114e+04 6.50558102e+03 1.92284516e+01 6.35448391e+02
4.14563843e+02 1.16885325e+04 7.99396319e+03 1.04710482e+07
2.85959505e+03 2.35170455e+05 1.32337386e-01 3.61753031e-02
6.81918167e+03 5.37694015e+04 6.41624427e+02]
iteration # 4700; log-lik = 233146.032343
[ 3.28482464e+05 2.80984299e+06 2.64905160e+04 6.13785040e+04
8.73091836e+03 6.52762422e+04 4.12765099e+04 1.60109772e+03
4.11475955e+03 5.77158767e+03 1.73611468e+04 4.54121042e+02
1.34528548e+04 6.46889676e+03 1.85502043e+01 6.44860521e+02
4.15070581e+02 1.16066704e+04 7.98900836e+03 1.10437533e+07
2.85197606e+03 2.48743529e+05 1.31287168e-01 3.60150769e-02
6.78183607e+03 5.38014182e+04 6.42545091e+02]
iteration # 4800; log-lik = 233146.123677
[ 3.34441894e+05 2.80297949e+06 2.65552262e+04 6.16337142e+04
8.73959239e+03 6.54028425e+04 4.13085084e+04 1.58979283e+03
4.12184328e+03 5.75394249e+03 1.74320308e+04 4.50648567e+02
1.32398758e+04 6.42105211e+03 1.85915413e+01 6.48257198e+02
4.15763347e+02 1.16279425e+04 7.99217800e+03 1.10501158e+07
2.85364298e+03 2.48788648e+05 1.31321218e-01 3.61021652e-02
6.74160268e+03 5.36868024e+04 6.41109791e+02]
iteration # 4900; log-lik = 233146.188024
[ 3.36536517e+05 2.80208551e+06 2.66292084e+04 6.19855838e+04
8.74907862e+03 6.54210810e+04 4.09769311e+04 1.58910632e+03
4.11276953e+03 5.73845901e+03 1.74151889e+04 4.51131177e+02
1.31319565e+04 6.34970883e+03 1.82713126e+01 6.53451472e+02
4.17577204e+02 1.15983858e+04 7.98712706e+03 1.12803479e+07
2.85135197e+03 2.54363733e+05 1.31073597e-01 3.61108016e-02
6.73281574e+03 5.36754679e+04 6.42021622e+02]
iteration # 5000; log-lik = 233146.275565
[ 3.34373488e+05 2.78326406e+06 2.66573229e+04 6.20354297e+04
8.76383950e+03 6.54090168e+04 4.11977193e+04 1.60467019e+03
4.10754063e+03 5.74015212e+03 1.74357733e+04 4.49444351e+02
1.31038905e+04 6.33743036e+03 1.79097870e+01 6.52692250e+02
4.13696795e+02 1.15625071e+04 7.96970159e+03 1.15775470e+07
2.85061230e+03 2.60841544e+05 1.30637032e-01 3.59923325e-02
6.73884733e+03 5.36680407e+04 6.41660902e+02]
iteration # 5100; log-lik = 233146.404584
[ 3.34335296e+05 2.84906442e+06 2.66658644e+04 6.23361704e+04
8.75207931e+03 6.53158390e+04 4.11844889e+04 1.56784181e+03
4.10857660e+03 5.69403580e+03 1.74651666e+04 4.51543888e+02
1.32761639e+04 6.23468202e+03 1.73081200e+01 6.67763087e+02
4.20316622e+02 1.15860448e+04 7.95865315e+03 1.19850925e+07
2.81446832e+03 2.68951002e+05 1.30224087e-01 3.61481214e-02
6.77405369e+03 5.38484875e+04 6.45532131e+02]
iteration # 5200; log-lik = 233146.752625
[ 3.34501347e+05 2.85929317e+06 2.68445617e+04 6.23769620e+04
8.73778913e+03 6.51706172e+04 4.20833189e+04 1.55488978e+03
4.08074644e+03 5.63296117e+03 1.73787785e+04 4.49479889e+02
1.32106427e+04 6.17483081e+03 1.63686666e+01 6.63935003e+02
4.12883594e+02 1.15799276e+04 7.91196015e+03 1.29311741e+07
2.81164585e+03 2.90455071e+05 1.28920660e-01 3.58739351e-02
6.70497232e+03 5.38607848e+04 6.47283948e+02]
iteration # 5300; log-lik = 233147.214224
[ 3.43548684e+05 2.92700436e+06 2.71677202e+04 6.24963526e+04
8.70508498e+03 6.49198386e+04 4.30464245e+04 1.53048846e+03
4.08925058e+03 5.58783758e+03 1.74617746e+04 4.49889189e+02
1.32114570e+04 6.20497633e+03 1.51290127e+01 6.40820858e+02
3.99978367e+02 1.15530211e+04 7.90804286e+03 1.43317766e+07
2.77479727e+03 3.23642906e+05 1.26987626e-01 3.55634284e-02
6.62358972e+03 5.36319397e+04 6.48661470e+02]
iteration # 5400; log-lik = 233147.761666
[ 3.52575577e+05 3.04317932e+06 2.76010890e+04 6.23904029e+04
8.56503518e+03 6.44728615e+04 4.37012533e+04 1.47726166e+03
4.09155189e+03 5.67267448e+03 1.76812571e+04 4.54691008e+02
1.32574142e+04 6.10710101e+03 1.38902829e+01 6.00402213e+02
3.82827938e+02 1.15435198e+04 7.82487213e+03 1.66355840e+07
2.74156330e+03 3.70555328e+05 1.24961485e-01 3.52682570e-02
6.67433510e+03 5.28347139e+04 6.41137563e+02]
iteration # 5500; log-lik = 233148.024699
[ 3.63066372e+05 2.99910360e+06 2.74087780e+04 6.20198758e+04
8.59110965e+03 6.46534560e+04 4.35537575e+04 1.49190632e+03
4.09421530e+03 5.69639865e+03 1.75388702e+04 4.54485347e+02
1.27753177e+04 6.17716861e+03 1.41338858e+01 5.78209475e+02
3.68427306e+02 1.14914583e+04 7.83260593e+03 1.70230700e+07
2.75620658e+03 3.80852003e+05 1.24078351e-01 3.49663980e-02
6.68082192e+03 5.23159583e+04 6.33906295e+02]
iteration # 5600; log-lik = 233148.236252
[ 3.47723154e+05 3.09147733e+06 2.72641318e+04 6.17966472e+04
8.45440921e+03 6.41933720e+04 4.25172823e+04 1.49511906e+03
4.02729976e+03 5.77730057e+03 1.76348907e+04 4.57500307e+02
1.36467432e+04 6.20960208e+03 1.31390941e+01 5.78341162e+02
3.65472170e+02 1.14922213e+04 7.70639292e+03 1.89206529e+07
2.77129148e+03 4.20733645e+05 1.23354180e-01 3.46955221e-02
6.64908828e+03 5.25926632e+04 6.35224947e+02]
iteration # 5700; log-lik = 233148.411315
[ 3.54095406e+05 3.15428093e+06 2.73653850e+04 6.19521222e+04
8.40603352e+03 6.40480271e+04 4.22210245e+04 1.45606518e+03
4.01051547e+03 5.75731182e+03 1.76881099e+04 4.58390311e+02
1.36367173e+04 6.16237379e+03 1.26163944e+01 5.67557283e+02
3.60459637e+02 1.15138802e+04 7.64941976e+03 2.06104425e+07
2.74803772e+03 4.58245639e+05 1.22264107e-01 3.44901984e-02
6.62811798e+03 5.23422173e+04 6.31668014e+02]
iteration # 5800; log-lik = 233148.470665
[ 3.51238088e+05 3.12998528e+06 2.74237437e+04 6.20392682e+04
8.41784556e+03 6.40721874e+04 4.18422349e+04 1.46535977e+03
3.99699769e+03 5.73570774e+03 1.77366301e+04 4.61398498e+02
1.35829410e+04 6.10045697e+03 1.25897939e+01 5.61555859e+02
3.58824914e+02 1.15251647e+04 7.65987544e+03 2.10135314e+07
2.74877765e+03 4.66538487e+05 1.21973046e-01 3.43755825e-02
6.60769604e+03 5.22614504e+04 6.29515736e+02]
iteration # 5900; log-lik = 233148.491486
[ 3.52470254e+05 3.14747081e+06 2.74872684e+04 6.21431309e+04
8.39719076e+03 6.40376521e+04 4.16371899e+04 1.46357242e+03
3.98080754e+03 5.74943046e+03 1.77180068e+04 4.62639441e+02
1.35519797e+04 6.06955705e+03 1.23075075e+01 5.57751930e+02
3.55167812e+02 1.15146908e+04 7.62203377e+03 2.19475442e+07
2.73481043e+03 4.86415426e+05 1.21516373e-01 3.42633264e-02
6.62184565e+03 5.21749129e+04 6.28019766e+02]
iteration # 6000; log-lik = 233148.501947
[ 3.51241025e+05 3.12869503e+06 2.74663163e+04 6.21561376e+04
8.41495581e+03 6.40668468e+04 4.13982330e+04 1.47015350e+03
3.98387928e+03 5.74482452e+03 1.77224003e+04 4.62064018e+02
1.35186891e+04 6.07240334e+03 1.24013590e+01 5.58301966e+02
3.56142054e+02 1.15010371e+04 7.62928915e+03 2.17850211e+07
2.74203623e+03 4.83166013e+05 1.21602956e-01 3.42425042e-02
6.62491710e+03 5.21527936e+04 6.27391995e+02]
iteration # 6100; log-lik = 233148.508076
[ 3.52353715e+05 3.12581679e+06 2.74788928e+04 6.21655535e+04
8.42505666e+03 6.41098789e+04 4.13544299e+04 1.47218323e+03
3.98809822e+03 5.74571546e+03 1.77252251e+04 4.61859161e+02
1.34228658e+04 6.05771614e+03 1.24069169e+01 5.57026361e+02
3.55034686e+02 1.14933347e+04 7.63542230e+03 2.18486118e+07
2.74179949e+03 4.84592650e+05 1.21522340e-01 3.42266562e-02
6.63371407e+03 5.20564267e+04 6.26638896e+02]
iteration # 6200; log-lik = 233148.517431
[ 3.52885971e+05 3.12569754e+06 2.74820613e+04 6.21506227e+04
8.42310965e+03 6.41062987e+04 4.14010443e+04 1.47431012e+03
3.98433498e+03 5.76074816e+03 1.77360814e+04 4.61561129e+02
1.33943871e+04 6.05722305e+03 1.23825865e+01 5.54237988e+02
3.53222959e+02 1.14881713e+04 7.63538515e+03 2.19133972e+07
2.74247130e+03 4.87042038e+05 1.21475125e-01 3.41747086e-02
6.63001987e+03 5.20152795e+04 6.26531570e+02]
iteration # 6300; log-lik = 233148.540807
[ 3.54585422e+05 3.15954891e+06 2.73841150e+04 6.19432279e+04
8.42127699e+03 6.41305516e+04 4.13488691e+04 1.46786581e+03
3.98325454e+03 5.76151976e+03 1.77557485e+04 4.61924078e+02
1.34353752e+04 6.07215522e+03 1.23428828e+01 5.51581885e+02
3.49966744e+02 1.15085163e+04 7.64680752e+03 2.20605213e+07
2.74707145e+03 4.90428596e+05 1.21286085e-01 3.41335495e-02
6.64215265e+03 5.19684732e+04 6.26912181e+02]
iteration # 6400; log-lik = 233148.558988
[ 3.53049955e+05 3.20520375e+06 2.73088430e+04 6.19294086e+04
8.39579781e+03 6.40230864e+04 4.11643265e+04 1.46052569e+03
3.97502296e+03 5.76863284e+03 1.78026405e+04 4.62283789e+02
1.36719046e+04 6.08482298e+03 1.21353740e+01 5.52962527e+02
3.50066321e+02 1.15165895e+04 7.63965336e+03 2.24145385e+07
2.74951832e+03 4.98318608e+05 1.21143686e-01 3.40985620e-02
6.63421686e+03 5.21285992e+04 6.28769727e+02]
iteration # 6500; log-lik = 233148.585978
[ 3.54196757e+05 3.23947136e+06 2.73115681e+04 6.18865497e+04
8.38506268e+03 6.39701353e+04 4.11226272e+04 1.44881926e+03
3.97490566e+03 5.76127904e+03 1.78078789e+04 4.62988003e+02
1.37468473e+04 6.08632263e+03 1.20890942e+01 5.51329386e+02
3.49895320e+02 1.15283442e+04 7.64938309e+03 2.24404044e+07
2.75150761e+03 4.98942179e+05 1.21083779e-01 3.40750348e-02
6.63884041e+03 5.22138045e+04 6.29779307e+02]
iteration # 6600; log-lik = 233148.690998
[ 3.70261094e+05 3.33633477e+06 2.72991194e+04 6.18146275e+04
8.36660404e+03 6.39511102e+04 4.04645811e+04 1.41365849e+03
3.98080689e+03 5.79534205e+03 1.76802769e+04 4.60771701e+02
1.36198822e+04 6.13008290e+03 1.21728531e+01 5.45390354e+02
3.47091811e+02 1.15366856e+04 7.67264763e+03 2.20103680e+07
2.76902048e+03 4.92579610e+05 1.21175313e-01 3.39717091e-02
6.65768703e+03 5.23997915e+04 6.32613394e+02]
iteration # 6700; log-lik = 233148.800957
[ 3.77692587e+05 3.58763851e+06 2.73650443e+04 6.19276750e+04
8.26727869e+03 6.34838318e+04 3.94318408e+04 1.33427941e+03
3.97774636e+03 5.77039334e+03 1.76788749e+04 4.61323815e+02
1.42577052e+04 6.06686511e+03 1.14875274e+01 5.45460800e+02
3.48936732e+02 1.15847289e+04 7.68010654e+03 2.31332542e+07
2.78378977e+03 5.17874863e+05 1.20467761e-01 3.37383837e-02
6.62245608e+03 5.32505263e+04 6.41044926e+02]
iteration # 6800; log-lik = 233148.995978
[ 4.11749948e+05 3.90857501e+06 2.76794922e+04 6.20517480e+04
8.22178239e+03 6.34678422e+04 3.73119846e+04 1.26137733e+03
3.98988136e+03 5.69493584e+03 1.75966036e+04 4.66729245e+02
1.41703457e+04 5.98645890e+03 1.09336820e+01 5.28415634e+02
3.37769964e+02 1.16878515e+04 7.74773437e+03 2.49441214e+07
2.77927763e+03 5.55436623e+05 1.19106234e-01 3.34140051e-02
6.63510424e+03 5.36503287e+04 6.45055986e+02]
iteration # 6900; log-lik = 233149.085682
[ 4.20943472e+05 4.01250186e+06 2.78134908e+04 6.20995509e+04
8.20225255e+03 6.35217401e+04 3.73433235e+04 1.25865679e+03
4.00185124e+03 5.73650373e+03 1.76571983e+04 4.67731080e+02
1.41966591e+04 5.99801446e+03 1.09201527e+01 5.27468040e+02
3.35087484e+02 1.17398809e+04 7.78620464e+03 2.41854766e+07
2.76464012e+03 5.39045822e+05 1.19672910e-01 3.35035536e-02
6.65955501e+03 5.39148534e+04 6.50098711e+02]
iteration # 7000; log-lik = 233149.160933
[ 4.26690804e+05 4.22387978e+06 2.76869951e+04 6.20044606e+04
8.12952489e+03 6.32620282e+04 3.70621893e+04 1.22704585e+03
3.99923550e+03 5.77214289e+03 1.76715208e+04 4.70173579e+02
1.46755789e+04 6.03063825e+03 1.05650022e+01 5.26528690e+02
3.34443045e+02 1.17843415e+04 7.79307292e+03 2.47020384e+07
2.75200402e+03 5.47866321e+05 1.19488971e-01 3.34691757e-02
6.68976691e+03 5.43529131e+04 6.56458875e+02]
iteration # 7100; log-lik = 233149.196825
[ 4.38673145e+05 4.45836020e+06 2.76529194e+04 6.19712148e+04
8.09123595e+03 6.31218768e+04 3.60439291e+04 1.19094330e+03
4.00243309e+03 5.76496220e+03 1.76970617e+04 4.68859958e+02
1.50452637e+04 6.05364069e+03 1.02248141e+01 5.28396529e+02
3.34271330e+02 1.18294935e+04 7.82738660e+03 2.53018295e+07
2.75475557e+03 5.62908642e+05 1.19115938e-01 3.33722176e-02
6.67369593e+03 5.48012523e+04 6.62935959e+02]
iteration # 7200; log-lik = 233149.208746
[ 4.38903919e+05 4.51871991e+06 2.75958134e+04 6.19483703e+04
8.08287519e+03 6.30648396e+04 3.58219348e+04 1.18627630e+03
4.00590044e+03 5.76276843e+03 1.77241401e+04 4.68647656e+02
1.52629572e+04 6.08202652e+03 1.01481255e+01 5.31391196e+02
3.35449132e+02 1.18464049e+04 7.83774885e+03 2.52842309e+07
2.75040426e+03 5.62117994e+05 1.19157488e-01 3.33773962e-02
6.67524820e+03 5.50198175e+04 6.65680517e+02]
iteration # 7300; log-lik = 233149.222066
[ 4.42305493e+05 4.55830222e+06 2.76333468e+04 6.18969397e+04
8.06912751e+03 6.30399648e+04 3.55537306e+04 1.17907937e+03
4.00432243e+03 5.76668403e+03 1.76959671e+04 4.69181715e+02
1.52909143e+04 6.08623354e+03 1.01367407e+01 5.28007652e+02
3.34408248e+02 1.18651109e+04 7.83492063e+03 2.54122009e+07
2.74983516e+03 5.63560991e+05 1.19153589e-01 3.33171996e-02
6.68622910e+03 5.50503986e+04 6.65705726e+02]
iteration # 7400; log-lik = 233149.228201
[ 4.42553495e+05 4.56933096e+06 2.76191722e+04 6.19101802e+04
8.06953709e+03 6.30203747e+04 3.54485587e+04 1.17365049e+03
4.00990156e+03 5.75105105e+03 1.77017845e+04 4.68159704e+02
1.53410673e+04 6.08559411e+03 1.01094038e+01 5.29486476e+02
3.35498198e+02 1.18684824e+04 7.83570067e+03 2.55269803e+07
2.75038349e+03 5.65928129e+05 1.19077237e-01 3.33038607e-02
6.67615071e+03 5.50841134e+04 6.65827429e+02]
iteration # 7500; log-lik = 233149.234081
[ 4.45226933e+05 4.58221405e+06 2.76544209e+04 6.19836057e+04
8.06970795e+03 6.30216258e+04 3.53942111e+04 1.16840036e+03
4.01438173e+03 5.74598424e+03 1.77222314e+04 4.68167556e+02
1.52908559e+04 6.06871843e+03 1.01280136e+01 5.28195412e+02
3.35919534e+02 1.18793011e+04 7.84413511e+03 2.54700222e+07
2.74817356e+03 5.64437347e+05 1.19114245e-01 3.33061098e-02
6.67579239e+03 5.50697625e+04 6.65671264e+02]
iteration # 7600; log-lik = 233149.237222
[ 4.45397419e+05 4.57181739e+06 2.76663508e+04 6.20147756e+04
8.07665000e+03 6.30427467e+04 3.54726425e+04 1.16755855e+03
4.02038698e+03 5.73289519e+03 1.77219111e+04 4.67679423e+02
1.52487915e+04 6.05715825e+03 1.01182499e+01 5.28888642e+02
3.35933166e+02 1.18757113e+04 7.84515333e+03 2.55525605e+07
2.74465542e+03 5.65718752e+05 1.19031304e-01 3.33080659e-02
6.67629054e+03 5.50483173e+04 6.65187245e+02]
iteration # 7700; log-lik = 233149.240819
[ 4.47790581e+05 4.62141398e+06 2.76838352e+04 6.20030529e+04
8.06746503e+03 6.30076159e+04 3.53679579e+04 1.16036149e+03
4.02658295e+03 5.73295445e+03 1.77431580e+04 4.67945342e+02
1.53339237e+04 6.05933460e+03 1.00609533e+01 5.27665465e+02
3.35474045e+02 1.18870101e+04 7.85381225e+03 2.56243777e+07
2.74084831e+03 5.66663692e+05 1.19003158e-01 3.32894370e-02
6.68737984e+03 5.51235247e+04 6.66258282e+02]
iteration # 7800; log-lik = 233149.243068
[ 4.47257507e+05 4.59470813e+06 2.76954175e+04 6.20287700e+04
8.07609669e+03 6.30262338e+04 3.54785467e+04 1.16326303e+03
4.03031555e+03 5.72846909e+03 1.77515334e+04 4.67880632e+02
1.52785898e+04 6.05714528e+03 1.00962949e+01 5.27104083e+02
3.35511701e+02 1.18786899e+04 7.85495705e+03 2.55528807e+07
2.73870580e+03 5.65033614e+05 1.19019666e-01 3.32973778e-02
6.69281061e+03 5.50626866e+04 6.65418057e+02]
iteration # 7900; log-lik = 233149.244472
[ 4.46223406e+05 4.57619526e+06 2.77166774e+04 6.20501013e+04
8.07935151e+03 6.30368921e+04 3.55547129e+04 1.16559938e+03
4.03101798e+03 5.73070986e+03 1.77720952e+04 4.68178038e+02
1.52402018e+04 6.04453809e+03 1.01100151e+01 5.25858877e+02
3.35197454e+02 1.18720136e+04 7.85340055e+03 2.55606719e+07
2.73872358e+03 5.64948708e+05 1.19037677e-01 3.32967136e-02
6.70112444e+03 5.49818432e+04 6.64507888e+02]
iteration # 8000; log-lik = 233149.245403
[ 4.47168982e+05 4.59024072e+06 2.77217479e+04 6.20712473e+04
8.07399505e+03 6.30247500e+04 3.55419786e+04 1.16331503e+03
4.03155765e+03 5.73517364e+03 1.77814313e+04 4.68466924e+02
1.52538987e+04 6.03887005e+03 1.00872228e+01 5.25385364e+02
3.34849475e+02 1.18742771e+04 7.85227634e+03 2.56027316e+07
2.73834238e+03 5.65659734e+05 1.19037692e-01 3.32967028e-02
6.70644194e+03 5.49956068e+04 6.64693131e+02]
iteration # 8100; log-lik = 233149.247221
[ 4.46738098e+05 4.61033773e+06 2.76909704e+04 6.20487583e+04
8.06857932e+03 6.30118267e+04 3.54775898e+04 1.16391533e+03
4.02971436e+03 5.74001198e+03 1.77828207e+04 4.69231557e+02
1.53319753e+04 6.04721826e+03 1.00527116e+01 5.25975960e+02
3.34721786e+02 1.18796666e+04 7.85282674e+03 2.56672014e+07
2.73432067e+03 5.66737744e+05 1.19033506e-01 3.33022631e-02
6.71301129e+03 5.50419122e+04 6.65414853e+02]
iteration # 8200; log-lik = 233149.249009
[ 4.46398533e+05 4.61289634e+06 2.76587878e+04 6.20184406e+04
8.06439819e+03 6.30080744e+04 3.54938607e+04 1.16518723e+03
4.02766746e+03 5.74755310e+03 1.77716359e+04 4.69546627e+02
1.53667695e+04 6.05729781e+03 1.00648462e+01 5.26296184e+02
3.34553364e+02 1.18811267e+04 7.85070675e+03 2.55801019e+07
2.73577369e+03 5.64945166e+05 1.19099327e-01 3.33108083e-02
6.71508668e+03 5.50656541e+04 6.65756664e+02]
iteration # 8300; log-lik = 233149.251940
[ 4.45699108e+05 4.60629573e+06 2.76370280e+04 6.20052158e+04
8.06003774e+03 6.30221714e+04 3.55972681e+04 1.16978892e+03
4.02616761e+03 5.75790369e+03 1.77720895e+04 4.70520988e+02
1.53650543e+04 6.05677600e+03 1.00630222e+01 5.25091337e+02
3.33266947e+02 1.18800224e+04 7.84775496e+03 2.55930596e+07
2.73493425e+03 5.65117434e+05 1.19138092e-01 3.33121039e-02
6.72007386e+03 5.50083506e+04 6.65405263e+02]
iteration # 8400; log-lik = 233149.255261
[ 4.44355548e+05 4.59751996e+06 2.76359608e+04 6.20038037e+04
8.06320596e+03 6.30500585e+04 3.57079254e+04 1.17390172e+03
4.02948262e+03 5.75639048e+03 1.77820014e+04 4.71067485e+02
1.53650465e+04 6.05586051e+03 1.00816133e+01 5.25564992e+02
3.33075084e+02 1.18816109e+04 7.84946801e+03 2.55108741e+07
2.73110820e+03 5.62686343e+05 1.19216077e-01 3.33404276e-02
6.73048587e+03 5.49737778e+04 6.65013767e+02]
iteration # 8500; log-lik = 233149.261308
[ 4.45672460e+05 4.62002167e+06 2.76311328e+04 6.20634892e+04
8.05989473e+03 6.30404727e+04 3.54756854e+04 1.16818780e+03
4.03306506e+03 5.75178207e+03 1.77796929e+04 4.69294541e+02
1.54074799e+04 6.05353569e+03 1.01015296e+01 5.29144481e+02
3.35527733e+02 1.18921073e+04 7.85370311e+03 2.53127417e+07
2.74051654e+03 5.59315861e+05 1.19378575e-01 3.33637233e-02
6.70719521e+03 5.50482505e+04 6.65759254e+02]
iteration # 8600; log-lik = 233149.271785
[ 4.45735868e+05 4.69641636e+06 2.76212138e+04 6.20664499e+04
8.04613572e+03 6.29633628e+04 3.52955842e+04 1.15876522e+03
4.03926687e+03 5.74475376e+03 1.77991903e+04 4.70206958e+02
1.56293346e+04 6.04598494e+03 1.00401279e+01 5.30831074e+02
3.36639870e+02 1.19141020e+04 7.87081625e+03 2.51551802e+07
2.74896395e+03 5.55686249e+05 1.19501925e-01 3.33696094e-02
6.71373229e+03 5.52546696e+04 6.68001306e+02]
iteration # 8700; log-lik = 233149.286011
[ 4.43315682e+05 4.74727037e+06 2.76133960e+04 6.21613117e+04
8.02675015e+03 6.28659449e+04 3.53392798e+04 1.15685400e+03
4.04785216e+03 5.74964999e+03 1.78447991e+04 4.69576876e+02
1.59063774e+04 6.05503790e+03 9.93105646e+00 5.35892100e+02
3.38973640e+02 1.19318452e+04 7.86708297e+03 2.50848602e+07
2.74829716e+03 5.53541033e+05 1.19729324e-01 3.34331863e-02
6.70933032e+03 5.54071844e+04 6.69558606e+02]
iteration # 8800; log-lik = 233149.311914
[ 4.46175885e+05 4.72159695e+06 2.76818233e+04 6.22586374e+04
8.03557512e+03 6.28923202e+04 3.56398720e+04 1.16581342e+03
4.05613247e+03 5.74674924e+03 1.78087100e+04 4.70365483e+02
1.57217204e+04 6.03864815e+03 9.89774721e+00 5.31228412e+02
3.35718235e+02 1.19164996e+04 7.87743300e+03 2.51646219e+07
2.75637544e+03 5.56062164e+05 1.19621227e-01 3.34100377e-02
6.70317188e+03 5.51708904e+04 6.67281260e+02]
iteration # 8900; log-lik = 233149.345079
[ 4.48206351e+05 4.89136406e+06 2.77939046e+04 6.23059267e+04
7.97525829e+03 6.26820012e+04 3.58562053e+04 1.15463547e+03
4.06157904e+03 5.78234394e+03 1.77947985e+04 4.72802791e+02
1.61184576e+04 6.01485270e+03 9.54734107e+00 5.30444287e+02
3.33074055e+02 1.19619984e+04 7.87510218e+03 2.56989340e+07
2.75147930e+03 5.66204300e+05 1.19576084e-01 3.34291754e-02
6.71710254e+03 5.52724956e+04 6.69099841e+02]
iteration # 9000; log-lik = 233149.357663
[ 4.46251398e+05 4.89832515e+06 2.77945488e+04 6.22921459e+04
7.96570238e+03 6.26418615e+04 3.58468560e+04 1.15182588e+03
4.06479756e+03 5.79428611e+03 1.78169244e+04 4.73095691e+02
1.62371656e+04 6.01619102e+03 9.59429859e+00 5.30923076e+02
3.34976128e+02 1.19795520e+04 7.87236489e+03 2.55149559e+07
2.74337632e+03 5.60599010e+05 1.19782124e-01 3.34691508e-02
6.73213368e+03 5.52870404e+04 6.68653139e+02]
iteration # 9100; log-lik = 233149.387948
[ 4.39098428e+05 4.84548276e+06 2.77896602e+04 6.22779269e+04
7.98321424e+03 6.26764381e+04 3.63426877e+04 1.16235569e+03
4.07166761e+03 5.77373355e+03 1.78073158e+04 4.71536947e+02
1.62258165e+04 5.99736813e+03 9.54281349e+00 5.33850910e+02
3.35316859e+02 1.19661812e+04 7.87424037e+03 2.58106693e+07
2.73858592e+03 5.68559483e+05 1.19618612e-01 3.34920123e-02
6.71057879e+03 5.49375614e+04 6.65215113e+02]
iteration # 9200; log-lik = 233149.430120
[ 4.31921327e+05 4.84478556e+06 2.77382864e+04 6.22683231e+04
7.99087439e+03 6.26448939e+04 3.62972063e+04 1.15842335e+03
4.08485246e+03 5.74173136e+03 1.77853738e+04 4.69289701e+02
1.64572435e+04 5.99106525e+03 9.70746734e+00 5.41754183e+02
3.42808279e+02 1.20065854e+04 7.89874081e+03 2.50846741e+07
2.75217642e+03 5.53010901e+05 1.20137580e-01 3.35947258e-02
6.68199546e+03 5.48530702e+04 6.63022058e+02]
iteration # 9300; log-lik = 233149.510779
[ 4.19915246e+05 4.95462946e+06 2.77453027e+04 6.22178267e+04
7.90881931e+03 6.23608479e+04 3.66350215e+04 1.18087787e+03
4.07393743e+03 5.87898137e+03 1.78703509e+04 4.72463986e+02
1.71987449e+04 6.00104195e+03 9.50831056e+00 5.33842092e+02
3.39690820e+02 1.20526107e+04 7.88427926e+03 2.51513571e+07
2.76748135e+03 5.52890047e+05 1.20964001e-01 3.35977654e-02
6.72949900e+03 5.43289254e+04 6.57125205e+02]
iteration # 9400; log-lik = 233149.562445
[ 4.09107918e+05 5.00135082e+06 2.77835159e+04 6.22360269e+04
7.86882079e+03 6.21803728e+04 3.66391966e+04 1.18022446e+03
4.06601843e+03 5.89171543e+03 1.79189213e+04 4.73831378e+02
1.77409442e+04 5.96029835e+03 9.35378656e+00 5.33249667e+02
3.41789343e+02 1.20949084e+04 7.86852953e+03 2.57518032e+07
2.77575384e+03 5.64157100e+05 1.21074464e-01 3.35934156e-02
6.72234663e+03 5.40111408e+04 6.51752927e+02]
iteration # 9500; log-lik = 233149.683767
[ 4.07446100e+05 5.30981093e+06 2.77496296e+04 6.21229529e+04
7.77662692e+03 6.18251405e+04 3.58284780e+04 1.14874835e+03
4.06045327e+03 5.92795839e+03 1.80578994e+04 4.72803414e+02
1.88767758e+04 6.00248253e+03 8.83505836e+00 5.31892729e+02
3.42131658e+02 1.21108668e+04 7.86078011e+03 2.72781299e+07
2.78695191e+03 5.99440462e+05 1.20732796e-01 3.34509072e-02
6.72097722e+03 5.40673954e+04 6.53197750e+02]
iteration # 9600; log-lik = 233149.890752
[ 4.10876156e+05 6.16084130e+06 2.76767347e+04 6.18972156e+04
7.62096447e+03 6.12497970e+04 3.40913280e+04 1.07121090e+03
4.08594701e+03 5.87371104e+03 1.80586917e+04 4.67917425e+02
2.15368530e+04 6.06211549e+03 7.71716982e+00 5.31121981e+02
3.44642480e+02 1.22555084e+04 7.91061833e+03 3.28741495e+07
2.78387473e+03 7.28835557e+05 1.19185650e-01 3.32585560e-02
6.68568566e+03 5.24993956e+04 6.37034827e+02]
iteration # 9700; log-lik = 233149.976541
[ 4.00452050e+05 6.25762581e+06 2.76108403e+04 6.15821795e+04
7.55219452e+03 6.10167446e+04 3.40668336e+04 1.07167675e+03
4.07418859e+03 5.94181430e+03 1.79849582e+04 4.72062639e+02
2.25448624e+04 6.11240469e+03 7.81546877e+00 5.29984218e+02
3.46645316e+02 1.23154707e+04 7.90619164e+03 3.14921033e+07
2.80303147e+03 6.94685893e+05 1.20168075e-01 3.32484394e-02
6.70013398e+03 5.29568769e+04 6.39889691e+02]
iteration # 9800; log-lik = 233150.091323
[ 3.92969090e+05 6.80400359e+06 2.73180425e+04 6.13422468e+04
7.44991627e+03 6.07490645e+04 3.31866317e+04 1.05331787e+03
4.09269436e+03 5.97051580e+03 1.79767096e+04 4.75567468e+02
2.50053386e+04 6.20347604e+03 7.59538637e+00 5.38627984e+02
3.51904374e+02 1.24886008e+04 7.96297150e+03 3.16246685e+07
2.80566102e+03 6.96242631e+05 1.21120171e-01 3.33894605e-02
6.73506411e+03 5.27004022e+04 6.35849715e+02]
iteration # 9900; log-lik = 233150.155704
[ 3.93482536e+05 6.76229968e+06 2.73487866e+04 6.15655427e+04
7.47118091e+03 6.08031850e+04 3.35303901e+04 1.05022691e+03
4.10663641e+03 5.89652631e+03 1.79336306e+04 4.75579414e+02
2.47828115e+04 6.15780636e+03 7.53423641e+00 5.46145498e+02
3.53221954e+02 1.24788753e+04 7.96591229e+03 3.18466424e+07
2.79385317e+03 7.00370517e+05 1.20815965e-01 3.34451823e-02
6.70865952e+03 5.29171090e+04 6.37786772e+02]
iteration # 10000; log-lik = 233150.232121
[ 3.87907013e+05 7.05228581e+06 2.73669600e+04 6.15186790e+04
7.41097549e+03 6.05961345e+04 3.33639513e+04 1.04703623e+03
4.12123186e+03 5.93350227e+03 1.80160541e+04 4.75775543e+02
2.61874059e+04 6.17849448e+03 7.28129551e+00 5.43853256e+02
3.51906437e+02 1.25388179e+04 7.99977382e+03 3.26479224e+07
2.79326882e+03 7.18703524e+05 1.21012301e-01 3.33960787e-02
6.70797265e+03 5.26158222e+04 6.33524725e+02]
iteration # 10100; log-lik = 233150.331881
[ 3.79281445e+05 7.25214490e+06 2.74420409e+04 6.15689458e+04
7.36724575e+03 6.04306732e+04 3.35405631e+04 1.05616242e+03
4.14395957e+03 5.96227017e+03 1.80659182e+04 4.78770222e+02
2.74992445e+04 6.16338040e+03 7.14562245e+00 5.39242759e+02
3.49665479e+02 1.25873723e+04 8.04800156e+03 3.26161761e+07
2.80502809e+03 7.15920201e+05 1.21618459e-01 3.33788157e-02
6.74986302e+03 5.22337415e+04 6.27134780e+02]
iteration # 10200; log-lik = 233150.465781
[ 3.62683791e+05 7.68548784e+06 2.74745314e+04 6.15627847e+04
7.26135509e+03 6.00132412e+04 3.37538779e+04 1.04334259e+03
4.14454346e+03 5.97937701e+03 1.81723224e+04 4.85764967e+02
3.01900703e+04 6.13687002e+03 6.81617016e+00 5.43572216e+02
3.53525645e+02 1.27080274e+04 8.05388148e+03 3.33270086e+07
2.79558580e+03 7.23259548e+05 1.22303236e-01 3.34707223e-02
6.81488318e+03 5.22897883e+04 6.25700421e+02]
iteration # 10300; log-lik = 233150.715852
[ 3.42477597e+05 8.26398929e+06 2.75671870e+04 6.16609962e+04
7.14551119e+03 5.94456445e+04 3.42562445e+04 1.03118613e+03
4.17322000e+03 5.94299043e+03 1.82759113e+04 4.86419346e+02
3.43052098e+04 6.09601939e+03 6.15834983e+00 5.46492164e+02
3.54211350e+02 1.28238326e+04 8.07725967e+03 3.67385785e+07
2.78668917e+03 7.87647092e+05 1.22182274e-01 3.33628415e-02
6.83857283e+03 5.15816223e+04 6.14697324e+02]
iteration # 10400; log-lik = 233151.279839
[ 3.35699662e+05 9.37516751e+06 2.72387367e+04 6.13270857e+04
7.05983639e+03 5.91031133e+04 3.39743997e+04 1.00682769e+03
4.17836273e+03 5.81101704e+03 1.80241174e+04 4.83383859e+02
4.02572736e+04 6.26639400e+03 5.48909331e+00 5.71303607e+02
3.53519835e+02 1.30425835e+04 8.16839130e+03 4.04621243e+07
2.75050897e+03 8.60738759e+05 1.21984313e-01 3.33272894e-02
6.92610094e+03 5.11161942e+04 6.09507410e+02]
iteration # 10500; log-lik = 233151.598339
[ 3.16345509e+05 1.06436423e+07 2.72905891e+04 6.09720952e+04
6.88980911e+03 5.83760474e+04 3.40399453e+04 1.01301108e+03
4.14734366e+03 5.92618031e+03 1.79400883e+04 4.91638481e+02
4.85035288e+04 6.35632918e+03 4.96496445e+00 5.63074427e+02
3.46664304e+02 1.32559272e+04 8.26162195e+03 4.24425190e+07
2.76718206e+03 8.90579530e+05 1.23384589e-01 3.31630131e-02
7.14808218e+03 5.02135609e+04 5.97618922e+02]
iteration # 10600; log-lik = 233152.002648
[ 3.09790885e+05 1.28928563e+07 2.73935210e+04 6.10917980e+04
6.59840143e+03 5.71938046e+04 3.33950472e+04 9.61016571e+02
4.10565824e+03 6.15984072e+03 1.81490244e+04 4.98543789e+02
6.00712149e+04 6.38614513e+03 4.22827521e+00 5.58218818e+02
3.45165784e+02 1.35024551e+04 8.29811552e+03 4.62084189e+07
2.80309101e+03 9.70443163e+05 1.24382483e-01 3.30675919e-02
7.19891954e+03 5.02498019e+04 5.99036042e+02]
iteration # 10700; log-lik = 233152.399396
[ 3.05878673e+05 1.33478578e+07 2.75251841e+04 6.18138815e+04
6.59145370e+03 5.70714609e+04 3.45721729e+04 9.61974736e+02
4.15747783e+03 6.09382577e+03 1.81902964e+04 5.03308530e+02
6.27152459e+04 6.23974944e+03 4.11679518e+00 5.70458660e+02
3.49294068e+02 1.36217727e+04 8.40931595e+03 4.48290317e+07
2.78464639e+03 9.38374049e+05 1.25457889e-01 3.33866598e-02
7.26469910e+03 4.98956693e+04 5.95290078e+02]
iteration # 10800; log-lik = 233152.713850
[ 3.03368299e+05 1.45727196e+07 2.74191164e+04 6.17750172e+04
6.52279525e+03 5.66927579e+04 3.41446749e+04 9.33887824e+02
4.16446863e+03 6.09814597e+03 1.80410655e+04 5.04202427e+02
6.85958925e+04 6.28015964e+03 4.00208834e+00 5.75671566e+02
3.58453886e+02 1.37464344e+04 8.54985132e+03 4.39770515e+07
2.81524615e+03 9.27186132e+05 1.26439800e-01 3.34644259e-02
7.29792230e+03 4.94726128e+04 5.91741840e+02]
iteration # 10900; log-lik = 233153.012129
[ 3.03370170e+05 1.72324218e+07 2.72451325e+04 6.19545484e+04
6.37279164e+03 5.60536593e+04 3.37903646e+04 8.92977788e+02
4.17250000e+03 6.11741973e+03 1.80663139e+04 5.11849703e+02
8.11556098e+04 6.26879064e+03 3.58395105e+00 5.81972107e+02
3.57760094e+02 1.40772389e+04 8.72736520e+03 4.58326152e+07
2.81235074e+03 9.61825924e+05 1.27311693e-01 3.35124135e-02
7.39291011e+03 4.92902701e+04 5.90763171e+02]
iteration # 11000; log-lik = 233153.280563
[ 2.97283208e+05 2.06890472e+07 2.73971453e+04 6.21410745e+04
6.18218929e+03 5.51380863e+04 3.35159913e+04 8.54302883e+02
4.18102342e+03 6.17924411e+03 1.81943220e+04 5.27457487e+02
9.84223555e+04 6.18866102e+03 3.08857718e+00 5.71113904e+02
3.52452576e+02 1.43707041e+04 8.89608649e+03 4.96597366e+07
2.80032126e+03 1.02496525e+06 1.27872737e-01 3.33302713e-02
7.57534011e+03 4.92508645e+04 5.90785306e+02]
iteration # 11100; log-lik = 233153.386788
[ 2.93947831e+05 2.34673968e+07 2.73518311e+04 6.23553814e+04
6.06938866e+03 5.45851631e+04 3.35733009e+04 8.32512673e+02
4.20961069e+03 6.19597845e+03 1.82551838e+04 5.38291735e+02
1.12565108e+05 6.15997784e+03 2.82195238e+00 5.67881335e+02
3.49926530e+02 1.45589920e+04 9.07244221e+03 5.08913842e+07
2.81033112e+03 1.04589384e+06 1.28548955e-01 3.33108750e-02
7.67717034e+03 4.91415919e+04 5.90186226e+02]
iteration # 11200; log-lik = 233153.454409
[ 2.87053287e+05 2.55442619e+07 2.74598580e+04 6.26858657e+04
5.99636110e+03 5.40752961e+04 3.36371254e+04 8.18806770e+02
4.23267781e+03 6.19025113e+03 1.82945042e+04 5.39639680e+02
1.24892958e+05 6.11224308e+03 2.58321498e+00 5.76587216e+02
3.53091015e+02 1.46821229e+04 9.15888031e+03 5.31466507e+07
2.81333621e+03 1.08881140e+06 1.28785643e-01 3.32969638e-02
7.70984292e+03 4.90744619e+04 5.88985083e+02]
iteration # 11300; log-lik = 233153.557274
[ 2.86636710e+05 2.61940559e+07 2.74654802e+04 6.26827606e+04
5.98895321e+03 5.39007383e+04 3.32646691e+04 8.12066986e+02
4.22051073e+03 6.13909703e+03 1.81318030e+04 5.42263702e+02
1.28100458e+05 6.09252849e+03 2.47712912e+00 5.78340149e+02
3.51477428e+02 1.46780654e+04 9.17673629e+03 5.56159390e+07
2.80875531e+03 1.13552063e+06 1.28020037e-01 3.30990591e-02
7.73422585e+03 4.93205095e+04 5.91692861e+02]
iteration # 11400; log-lik = 233153.733123
[ 2.70183498e+05 2.78863857e+07 2.73217794e+04 6.25193968e+04
5.89578729e+03 5.33330888e+04 3.28868886e+04 8.15244319e+02
4.18735285e+03 6.21879143e+03 1.81278657e+04 5.47179395e+02
1.44403581e+05 6.13209552e+03 2.26613664e+00 5.81846503e+02
3.52949564e+02 1.47233192e+04 9.17022541e+03 6.02795065e+07
2.80424134e+03 1.23274873e+06 1.27894269e-01 3.29127090e-02
7.75716713e+03 4.91012857e+04 5.89472305e+02]
iteration # 11500; log-lik = 233153.816366
[ 2.66542381e+05 3.05140250e+07 2.71674392e+04 6.23822177e+04
5.81148648e+03 5.28159949e+04 3.19571943e+04 7.92531073e+02
4.17286028e+03 6.22163462e+03 1.80483775e+04 5.48247718e+02
1.60050451e+05 6.18630898e+03 2.04850579e+00 5.89227465e+02
3.54328524e+02 1.47972566e+04 9.18952518e+03 6.63639663e+07
2.79724575e+03 1.35938540e+06 1.27007847e-01 3.26777246e-02
7.73387197e+03 4.93410278e+04 5.93251058e+02]
iteration # 11600; log-lik = 233153.855413
[ 2.64645050e+05 3.18320919e+07 2.71661070e+04 6.24765508e+04
5.77951626e+03 5.25485274e+04 3.18233848e+04 7.83051674e+02
4.17453841e+03 6.19708396e+03 1.80154851e+04 5.48605823e+02
1.68543882e+05 6.17635356e+03 1.92868206e+00 5.94786708e+02
3.54902673e+02 1.48407809e+04 9.21457069e+03 6.99813288e+07
2.78244770e+03 1.43275336e+06 1.26491092e-01 3.25864279e-02
7.72906693e+03 4.93826746e+04 5.94613214e+02]
iteration # 11700; log-lik = 233153.891055
[ 2.61002272e+05 3.28733522e+07 2.70940605e+04 6.23978003e+04
5.75509238e+03 5.23973701e+04 3.12852595e+04 7.74342038e+02
4.16985366e+03 6.16561653e+03 1.79827632e+04 5.51813735e+02
1.76486337e+05 6.17829013e+03 1.87886161e+00 5.98286253e+02
3.58322365e+02 1.49026472e+04 9.24539101e+03 7.21295182e+07
2.77626524e+03 1.47194907e+06 1.26329928e-01 3.25525782e-02
7.74287047e+03 4.93360998e+04 5.93597394e+02]
iteration # 11800; log-lik = 233153.941462
[ 2.62600968e+05 3.55639934e+07 2.71698015e+04 6.24322073e+04
5.69142490e+03 5.19998977e+04 3.06811754e+04 7.58840974e+02
4.17043611e+03 6.17521131e+03 1.79558502e+04 5.53932434e+02
1.90258027e+05 6.20143208e+03 1.71599446e+00 5.94537586e+02
3.54979536e+02 1.49624663e+04 9.29377640e+03 7.84769964e+07
2.77302731e+03 1.60076181e+06 1.25567541e-01 3.23559918e-02
7.76498398e+03 4.91991160e+04 5.93650016e+02]
iteration # 11900; log-lik = 233153.984901
[ 2.63436488e+05 3.47733574e+07 2.71745081e+04 6.24059176e+04
5.71177328e+03 5.21394493e+04 3.06904385e+04 7.70008349e+02
4.16503479e+03 6.19303076e+03 1.79799693e+04 5.54942055e+02
1.86618656e+05 6.24503925e+03 1.76906022e+00 5.94413802e+02
3.55532402e+02 1.49520690e+04 9.28873033e+03 7.57973168e+07
2.77355723e+03 1.54638775e+06 1.26003615e-01 3.24805860e-02
7.77959393e+03 4.91954549e+04 5.93557792e+02]
iteration # 12000; log-lik = 233154.002826
[ 2.61198250e+05 3.53479673e+07 2.72668166e+04 6.24434045e+04
5.68892017e+03 5.19758378e+04 3.04312470e+04 7.66601611e+02
4.16427172e+03 6.20553318e+03 1.79997654e+04 5.56179088e+02
1.91789296e+05 6.24012875e+03 1.73541919e+00 5.95354256e+02
3.57975313e+02 1.49784826e+04 9.28840345e+03 7.66276765e+07
2.77642712e+03 1.56089660e+06 1.26092893e-01 3.24641773e-02
7.77948074e+03 4.92809641e+04 5.94206667e+02]
iteration # 12100; log-lik = 233154.017757
[ 2.62169541e+05 3.50998123e+07 2.71937159e+04 6.22955181e+04
5.69822609e+03 5.20711973e+04 3.05511011e+04 7.75044566e+02
4.16052803e+03 6.21867111e+03 1.79525279e+04 5.56943660e+02
1.91376543e+05 6.31834503e+03 1.77976574e+00 5.95952828e+02
3.57894487e+02 1.49958845e+04 9.31669031e+03 7.35771022e+07
2.78349639e+03 1.50274241e+06 1.26628794e-01 3.25737779e-02
7.78388659e+03 4.92668612e+04 5.94400629e+02]
iteration # 12200; log-lik = 233154.024079
[ 2.60611849e+05 3.47494613e+07 2.71901559e+04 6.22999621e+04
5.70344609e+03 5.20786380e+04 3.05255884e+04 7.76845831e+02
4.15791422e+03 6.21061325e+03 1.79612105e+04 5.56226039e+02
1.90840742e+05 6.31927236e+03 1.78315676e+00 5.98352265e+02
3.59783284e+02 1.49781234e+04 9.29441122e+03 7.38912619e+07
2.78366068e+03 1.50872620e+06 1.26572258e-01 3.25962931e-02
7.77353232e+03 4.92360091e+04 5.94053484e+02]
iteration # 12300; log-lik = 233154.028722
[ 2.62239347e+05 3.46119444e+07 2.72369726e+04 6.23321851e+04
5.70598009e+03 5.21043621e+04 3.05816524e+04 7.77952458e+02
4.15907043e+03 6.21650101e+03 1.79851418e+04 5.55769696e+02
1.89014513e+05 6.31498801e+03 1.78696027e+00 5.96139236e+02
3.58412222e+02 1.49674372e+04 9.29376777e+03 7.36089650e+07
2.79092614e+03 1.50524220e+06 1.26551411e-01 3.25952987e-02
7.75830189e+03 4.92454007e+04 5.94419137e+02]
iteration # 12400; log-lik = 233154.035691
[ 2.59852066e+05 3.43856912e+07 2.71952162e+04 6.22549645e+04
5.71140195e+03 5.21215708e+04 3.05408291e+04 7.82059993e+02
4.15893589e+03 6.21270582e+03 1.79942123e+04 5.55376938e+02
1.89424715e+05 6.32733375e+03 1.80239804e+00 5.97565664e+02
3.60041175e+02 1.49668949e+04 9.29851651e+03 7.29287946e+07
2.79729874e+03 1.49123906e+06 1.26689525e-01 3.26086892e-02
7.74674592e+03 4.92336857e+04 5.94022260e+02]
iteration # 12500; log-lik = 233154.040978
[ 2.60327610e+05 3.44419673e+07 2.71868667e+04 6.22759425e+04
5.71066815e+03 5.21253780e+04 3.06212886e+04 7.85163125e+02
4.15934319e+03 6.21468972e+03 1.79961595e+04 5.55608983e+02
1.89603362e+05 6.33014574e+03 1.79236473e+00 5.96605204e+02
3.58108922e+02 1.49678829e+04 9.30474039e+03 7.31781828e+07
2.79843620e+03 1.49693071e+06 1.26652094e-01 3.25916868e-02
7.74304002e+03 4.92102333e+04 5.94048053e+02]
iteration # 12600; log-lik = 233154.047008
[ 2.58982937e+05 3.48564271e+07 2.71659304e+04 6.22618820e+04
5.69947631e+03 5.20694649e+04 3.06131772e+04 7.84310624e+02
4.16058586e+03 6.20921759e+03 1.79855474e+04 5.56337130e+02
1.92643390e+05 6.32880745e+03 1.77239790e+00 5.98087209e+02
3.58280236e+02 1.49983297e+04 9.31495746e+03 7.37379121e+07
2.80342659e+03 1.50808925e+06 1.26663653e-01 3.25975733e-02
7.73632631e+03 4.91641456e+04 5.93337305e+02]
iteration # 12700; log-lik = 233154.050457
[ 2.59054923e+05 3.48002520e+07 2.71601421e+04 6.22952083e+04
5.70219041e+03 5.20824695e+04 3.06157737e+04 7.86179223e+02
4.16341483e+03 6.20434133e+03 1.79761556e+04 5.56385572e+02
1.92187914e+05 6.32494644e+03 1.77187527e+00 5.98693999e+02
3.58408103e+02 1.49958172e+04 9.31539189e+03 7.38135951e+07
2.80233783e+03 1.50909176e+06 1.26664891e-01 3.26037751e-02
7.73409340e+03 4.91297028e+04 5.93118508e+02]
iteration # 12800; log-lik = 233154.054329
[ 2.58555117e+05 3.41172239e+07 2.71977911e+04 6.23376683e+04
5.71887860e+03 5.21814798e+04 3.07640307e+04 7.94000670e+02
4.16283182e+03 6.20149579e+03 1.79645321e+04 5.56479332e+02
1.88695926e+05 6.31088784e+03 1.80541292e+00 5.98502693e+02
3.58492231e+02 1.49749652e+04 9.30927414e+03 7.24781350e+07
2.80387487e+03 1.48093597e+06 1.26890143e-01 3.26403814e-02
7.73823544e+03 4.90867550e+04 5.92285766e+02]
iteration # 12900; log-lik = 233154.061395
[ 2.58722464e+05 3.32885538e+07 2.71935560e+04 6.23509132e+04
5.73904564e+03 5.23395444e+04 3.08000713e+04 8.05956792e+02
4.15670343e+03 6.20250557e+03 1.79216382e+04 5.57555652e+02
1.83927990e+05 6.30984380e+03 1.85490643e+00 5.98258385e+02
3.58495113e+02 1.49490658e+04 9.30323225e+03 7.07666307e+07
2.80692094e+03 1.44687448e+06 1.27171693e-01 3.26960913e-02
7.73033474e+03 4.90324127e+04 5.91653232e+02]
iteration # 13000; log-lik = 233154.063313
[ 2.59160835e+05 3.26489465e+07 2.71645096e+04 6.23327289e+04
5.75473634e+03 5.24504655e+04 3.07815765e+04 8.10552275e+02
4.15229324e+03 6.20234024e+03 1.79114313e+04 5.57163910e+02
1.80117361e+05 6.30984452e+03 1.89259732e+00 5.98842433e+02
3.58907042e+02 1.49260082e+04 9.28347527e+03 6.98598516e+07
2.80724159e+03 1.42948279e+06 1.27243553e-01 3.27254545e-02
7.71994478e+03 4.90483936e+04 5.91716381e+02]
iteration # 13100; log-lik = 233154.064845
[ 2.58989052e+05 3.24729451e+07 2.71802606e+04 6.23633005e+04
5.75736927e+03 5.24760453e+04 3.07579289e+04 8.13741937e+02
4.14817027e+03 6.20843819e+03 1.79020541e+04 5.57181825e+02
1.79116198e+05 6.30395034e+03 1.89920513e+00 5.99161318e+02
3.59048515e+02 1.49172699e+04 9.27346531e+03 6.97553394e+07
2.80776057e+03 1.42751984e+06 1.27308976e-01 3.27349964e-02
7.72063352e+03 4.90158980e+04 5.91319162e+02]
iteration # 13200; log-lik = 233154.066676
[ 2.59573526e+05 3.23855190e+07 2.71981761e+04 6.23784258e+04
5.75915147e+03 5.24785071e+04 3.07594750e+04 8.15369102e+02
4.14427379e+03 6.21569736e+03 1.78968948e+04 5.57614747e+02
1.78222947e+05 6.30131033e+03 1.90197041e+00 5.97784345e+02
3.58423449e+02 1.49075540e+04 9.27081901e+03 6.95771398e+07
2.81089456e+03 1.42431926e+06 1.27313983e-01 3.27254685e-02
7.72400190e+03 4.90426440e+04 5.91764047e+02]
iteration # 13300; log-lik = 233154.071675
[ 2.60178703e+05 3.21237208e+07 2.72075040e+04 6.23692632e+04
5.76475527e+03 5.25083644e+04 3.08791172e+04 8.17272500e+02
4.14461686e+03 6.22108926e+03 1.79000252e+04 5.56931150e+02
1.76403580e+05 6.30822658e+03 1.91220439e+00 5.97001905e+02
3.57902249e+02 1.48938026e+04 9.25563240e+03 6.93738817e+07
2.80565021e+03 1.41934138e+06 1.27286917e-01 3.27309539e-02
7.72792475e+03 4.90720026e+04 5.92050369e+02]
iteration # 13400; log-lik = 233154.087094
[ 2.61431503e+05 3.25647159e+07 2.72893863e+04 6.24310413e+04
5.73898541e+03 5.23784550e+04 3.07716911e+04 8.11648418e+02
4.13211039e+03 6.26089003e+03 1.78871910e+04 5.57758704e+02
1.77409327e+05 6.28229048e+03 1.88118339e+00 5.91567307e+02
3.57609346e+02 1.48927074e+04 9.23097701e+03 7.06957703e+07
2.80731239e+03 1.44414437e+06 1.27212029e-01 3.26687059e-02
7.75222097e+03 4.90532869e+04 5.91834963e+02]
iteration # 13500; log-lik = 233154.103573
[ 2.62382656e+05 3.24521739e+07 2.73516286e+04 6.24666841e+04
5.74115544e+03 5.24211886e+04 3.08667837e+04 8.19212188e+02
4.12722062e+03 6.24509841e+03 1.78129096e+04 5.61799656e+02
1.75990218e+05 6.24963873e+03 1.87469795e+00 5.86602307e+02
3.54306558e+02 1.48957875e+04 9.24317834e+03 7.12348219e+07
2.79592655e+03 1.44787937e+06 1.27066545e-01 3.26143830e-02
7.76893461e+03 4.90954685e+04 5.91974856e+02]
iteration # 13600; log-lik = 233154.118115
[ 2.59848766e+05 3.36670206e+07 2.73009316e+04 6.24345615e+04
5.70298929e+03 5.21873107e+04 3.06662568e+04 8.11338140e+02
4.12189135e+03 6.26396964e+03 1.78550567e+04 5.61610913e+02
1.84493094e+05 6.26798177e+03 1.79585182e+00 5.90153554e+02
3.54603662e+02 1.49417757e+04 9.24378627e+03 7.37041080e+07
2.79564667e+03 1.49867592e+06 1.26861268e-01 3.25516620e-02
7.76166868e+03 4.92385825e+04 5.93612134e+02]
iteration # 13700; log-lik = 233154.156010
[ 2.59917724e+05 3.42834468e+07 2.72444744e+04 6.25472774e+04
5.69430129e+03 5.20598434e+04 3.06824197e+04 8.04048852e+02
4.12441615e+03 6.23269187e+03 1.78541061e+04 5.59406234e+02
1.87599364e+05 6.25559420e+03 1.74054097e+00 5.95802172e+02
3.58366410e+02 1.49528444e+04 9.25049984e+03 7.62325309e+07
2.78159343e+03 1.55152889e+06 1.26352787e-01 3.25620734e-02
7.73028054e+03 4.92798817e+04 5.94525202e+02]
iteration # 13800; log-lik = 233154.219383
[ 2.63375246e+05 3.31208265e+07 2.71416618e+04 6.23431480e+04
5.70894137e+03 5.21597605e+04 3.10705430e+04 8.18124878e+02
4.10183798e+03 6.25866076e+03 1.78326269e+04 5.58412823e+02
1.79412927e+05 6.31018035e+03 1.76849246e+00 5.91083738e+02
3.55546882e+02 1.48679957e+04 9.18359474e+03 7.53420860e+07
2.78524161e+03 1.53906788e+06 1.25982091e-01 3.25377057e-02
7.67608914e+03 4.97871729e+04 6.01369973e+02]
iteration # 13900; log-lik = 233154.288467
[ 2.61709534e+05 3.31097781e+07 2.71309384e+04 6.22254340e+04
5.69785677e+03 5.20315155e+04 3.16983189e+04 8.18896896e+02
4.09406883e+03 6.18607024e+03 1.78342559e+04 5.53518686e+02
1.79410724e+05 6.26842125e+03 1.66937909e+00 5.88569565e+02
3.52497889e+02 1.48225819e+04 9.11904482e+03 8.20867384e+07
2.78042087e+03 1.67610662e+06 1.24440197e-01 3.23311001e-02
7.58768517e+03 4.99973041e+04 6.02887419e+02]
iteration # 14000; log-lik = 233154.376435
[ 2.59409900e+05 3.37916770e+07 2.71706425e+04 6.22243481e+04
5.67362245e+03 5.17990523e+04 3.15735521e+04 8.22565966e+02
4.08174311e+03 6.22294677e+03 1.79271059e+04 5.47372045e+02
1.84880842e+05 6.30536928e+03 1.60153806e+00 5.86829794e+02
3.55521716e+02 1.48300659e+04 9.09425468e+03 8.59425343e+07
2.77710245e+03 1.76082650e+06 1.24171019e-01 3.22529397e-02
7.57339777e+03 4.97691157e+04 6.00155803e+02]
iteration # 14100; log-lik = 233154.490891
[ 2.56404245e+05 3.61781837e+07 2.71346437e+04 6.20780007e+04
5.60301592e+03 5.13183441e+04 3.16850279e+04 8.20429358e+02
4.05672198e+03 6.19472556e+03 1.80249799e+04 5.44668229e+02
2.00485073e+05 6.31624807e+03 1.42648962e+00 5.81732155e+02
3.53460528e+02 1.49147595e+04 9.09701409e+03 9.63702507e+07
2.79389526e+03 1.98459634e+06 1.22901287e-01 3.20222822e-02
7.48561533e+03 4.98518065e+04 6.00788051e+02]
iteration # 14200; log-lik = 233154.665333
[ 2.50293055e+05 4.12192773e+07 2.70528927e+04 6.22557959e+04
5.49466732e+03 5.05134173e+04 3.19915712e+04 8.38812588e+02
4.04830813e+03 6.15207751e+03 1.79707648e+04 5.44518100e+02
2.38722466e+05 6.43965520e+03 1.19947965e+00 5.84283215e+02
3.56657543e+02 1.50995068e+04 9.22394089e+03 1.07692104e+08
2.82319682e+03 2.23089066e+06 1.22733131e-01 3.19479042e-02
7.46124748e+03 4.93723031e+04 5.96297934e+02]
iteration # 14300; log-lik = 233154.736406
[ 2.50741498e+05 4.31005930e+07 2.71977722e+04 6.23709947e+04
5.45450502e+03 5.02760503e+04 3.19241082e+04 8.47758585e+02
4.03675946e+03 6.15237001e+03 1.79226700e+04 5.46880838e+02
2.49757460e+05 6.43717634e+03 1.13162286e+00 5.74802086e+02
3.53619609e+02 1.51489109e+04 9.26606171e+03 1.12666959e+08
2.83589974e+03 2.33467335e+06 1.22666514e-01 3.18118691e-02
7.48935411e+03 4.91126815e+04 5.93059588e+02]
iteration # 14400; log-lik = 233154.806658
[ 2.52126124e+05 4.42864339e+07 2.72572200e+04 6.23956220e+04
5.43318472e+03 5.01669024e+04 3.17921619e+04 8.48598081e+02
4.04762610e+03 6.13719212e+03 1.79111208e+04 5.48461722e+02
2.55422292e+05 6.43218083e+03 1.09487664e+00 5.68780693e+02
3.50370663e+02 1.51975995e+04 9.28617569e+03 1.16459929e+08
2.83149009e+03 2.40686882e+06 1.22430213e-01 3.16983536e-02
7.49552980e+03 4.90534735e+04 5.91845220e+02]
iteration # 14500; log-lik = 233154.872731
[ 2.52688925e+05 4.26761242e+07 2.73118989e+04 6.25081779e+04
5.45737156e+03 5.02098523e+04 3.17623790e+04 8.55705859e+02
4.04889524e+03 6.12876888e+03 1.80287121e+04 5.42826751e+02
2.45583708e+05 6.40859253e+03 1.11163717e+00 5.67454682e+02
3.55373371e+02 1.51151407e+04 9.21396709e+03 1.16586063e+08
2.83601791e+03 2.42174381e+06 1.22205441e-01 3.16915470e-02
7.43904105e+03 4.91939127e+04 5.92647178e+02]
iteration # 14600; log-lik = 233154.965493
[ 2.55142240e+05 4.43033310e+07 2.74486569e+04 6.26541536e+04
5.44461824e+03 5.00496120e+04 3.13746468e+04 8.54787484e+02
4.04480340e+03 6.05573533e+03 1.79355806e+04 5.45034802e+02
2.51243321e+05 6.34837634e+03 1.04897082e+00 5.62590019e+02
3.53300730e+02 1.51342553e+04 9.25697018e+03 1.23864756e+08
2.84123545e+03 2.57866046e+06 1.21459674e-01 3.14882591e-02
7.43314401e+03 4.92106772e+04 5.92895584e+02]
iteration # 14700; log-lik = 233155.045687
[ 2.55220387e+05 4.79804140e+07 2.74843495e+04 6.25958047e+04
5.38132821e+03 4.96786473e+04 3.10935265e+04 8.40087925e+02
4.05353486e+03 6.02996729e+03 1.79921890e+04 5.43677377e+02
2.70938561e+05 6.34616630e+03 9.57958702e-01 5.60882555e+02
3.50754220e+02 1.52624085e+04 9.30045785e+03 1.33959821e+08
2.84903004e+03 2.79584786e+06 1.20721493e-01 3.12956800e-02
7.37381537e+03 4.94137424e+04 5.94201445e+02]
iteration # 14800; log-lik = 233155.117095
[ 2.57236250e+05 4.94282374e+07 2.75427483e+04 6.26546114e+04
5.35788416e+03 4.94857858e+04 3.12824505e+04 8.54045929e+02
4.03542807e+03 6.02761909e+03 1.79578820e+04 5.44517759e+02
2.78743418e+05 6.40406242e+03 9.07481200e-01 5.59565696e+02
3.50380788e+02 1.52832862e+04 9.30358352e+03 1.38520779e+08
2.83650058e+03 2.90207088e+06 1.20511464e-01 3.12777653e-02
7.37874899e+03 4.96100598e+04 5.97897620e+02]
iteration # 14900; log-lik = 233155.158998
[ 2.56415327e+05 5.03305098e+07 2.76152545e+04 6.27411854e+04
5.34464440e+03 4.93721724e+04 3.11301352e+04 8.53040306e+02
4.03349747e+03 5.99952931e+03 1.79219817e+04 5.45923058e+02
2.83270316e+05 6.36060878e+03 8.81302109e-01 5.60698971e+02
3.51229980e+02 1.53139928e+04 9.30300269e+03 1.42604065e+08
2.83077087e+03 2.98203293e+06 1.20216510e-01 3.12155052e-02
7.36958746e+03 4.98059384e+04 5.99020253e+02]
iteration # 15000; log-lik = 233155.209127
[ 2.57917797e+05 5.16528687e+07 2.76625770e+04 6.27514563e+04
5.31680363e+03 4.91811428e+04 3.14976655e+04 8.42735614e+02
4.04053389e+03 5.98730236e+03 1.79085227e+04 5.44794545e+02
2.89331923e+05 6.36436875e+03 8.53331628e-01 5.64259211e+02
3.53567538e+02 1.53488073e+04 9.29705504e+03 1.43785171e+08
2.82677191e+03 3.00939843e+06 1.20077144e-01 3.12378352e-02
7.33894931e+03 5.03032082e+04 6.05090119e+02]
iteration # 15100; log-lik = 233155.252195
[ 2.57055109e+05 5.57341671e+07 2.77535094e+04 6.29925573e+04
5.25106459e+03 4.86991059e+04 3.16154521e+04 8.33828837e+02
4.04148281e+03 5.97909581e+03 1.78730716e+04 5.45902522e+02
3.14143680e+05 6.34889403e+03 7.77316292e-01 5.68887774e+02
3.57585801e+02 1.54621995e+04 9.33585403e+03 1.51582697e+08
2.82920618e+03 3.16785443e+06 1.19979003e-01 3.12246687e-02
7.34061221e+03 5.05027173e+04 6.08176841e+02]
iteration # 15200; log-lik = 233155.301899
[ 2.58743145e+05 5.66176137e+07 2.78040712e+04 6.29804802e+04
5.24242924e+03 4.86083288e+04 3.15969226e+04 8.26480851e+02
4.04826038e+03 5.98885548e+03 1.78522678e+04 5.46110857e+02
3.15413379e+05 6.31530465e+03 7.75491157e-01 5.62733901e+02
3.58475352e+02 1.54987946e+04 9.37252263e+03 1.51060560e+08
2.83340091e+03 3.15003856e+06 1.20009164e-01 3.11780415e-02
7.35686006e+03 5.04707336e+04 6.07341249e+02]
iteration # 15300; log-lik = 233155.385040
[ 2.58167400e+05 5.61254535e+07 2.78095403e+04 6.29585413e+04
5.26734065e+03 4.87230034e+04 3.19768899e+04 8.47952221e+02
4.06284645e+03 5.93206013e+03 1.78527979e+04 5.39250100e+02
3.12291641e+05 6.31866868e+03 7.73140123e-01 5.67281586e+02
3.59436906e+02 1.55153417e+04 9.41879828e+03 1.49851428e+08
2.85408105e+03 3.15452916e+06 1.20040239e-01 3.12136132e-02
7.25576743e+03 5.03170395e+04 6.05478403e+02]
iteration # 15400; log-lik = 233155.462797
[ 2.57232011e+05 5.70120556e+07 2.77556623e+04 6.28397057e+04
5.25796996e+03 4.86305199e+04 3.23920910e+04 8.54140942e+02
4.06798659e+03 5.91515289e+03 1.77959328e+04 5.38183713e+02
3.18763937e+05 6.33157671e+03 7.59427632e-01 5.66577068e+02
3.60534350e+02 1.55774732e+04 9.44583864e+03 1.50707623e+08
2.85852394e+03 3.16883856e+06 1.20142691e-01 3.12384802e-02
7.26530014e+03 5.01190929e+04 6.03588275e+02]
iteration # 15500; log-lik = 233155.530835
[ 2.59181205e+05 5.81218556e+07 2.79199770e+04 6.30575816e+04
5.24277246e+03 4.85611554e+04 3.26491613e+04 8.78121078e+02
4.07430341e+03 5.92524426e+03 1.77253196e+04 5.39081094e+02
3.22536065e+05 6.30394983e+03 7.42918682e-01 5.59887291e+02
3.59945189e+02 1.56399999e+04 9.49446154e+03 1.50264697e+08
2.87191555e+03 3.17133040e+06 1.20732873e-01 3.12617528e-02
7.27099607e+03 4.97457452e+04 5.99306289e+02]
iteration # 15600; log-lik = 233155.610661
[ 2.61460203e+05 5.75055049e+07 2.79292071e+04 6.29976733e+04
5.24307401e+03 4.85757344e+04 3.28171421e+04 8.72922819e+02
4.07460117e+03 5.94424282e+03 1.76923880e+04 5.38498044e+02
3.13707108e+05 6.24059815e+03 7.54394136e-01 5.56321784e+02
3.60491638e+02 1.56210221e+04 9.47078052e+03 1.47976541e+08
2.88455767e+03 3.12894886e+06 1.20690691e-01 3.12419307e-02
7.24821434e+03 4.99690169e+04 6.01823146e+02]
iteration # 15700; log-lik = 233155.663502
[ 2.61104153e+05 6.13481539e+07 2.79468171e+04 6.30106520e+04
5.16958144e+03 4.81554880e+04 3.30882541e+04 8.84439469e+02
4.06233536e+03 5.98621197e+03 1.75678092e+04 5.39969284e+02
3.35030581e+05 6.23085033e+03 6.92451997e-01 5.49194907e+02
3.59617442e+02 1.57259439e+04 9.48270005e+03 1.56951343e+08
2.89663078e+03 3.32244726e+06 1.20623462e-01 3.11209055e-02
7.23946712e+03 4.99219039e+04 6.01271480e+02]
iteration # 15800; log-lik = 233155.723487
[ 2.59923237e+05 6.32841317e+07 2.79297251e+04 6.29354069e+04
5.13732198e+03 4.80042072e+04 3.30058757e+04 8.82322649e+02
4.06796654e+03 6.02286283e+03 1.75542280e+04 5.40331133e+02
3.46115070e+05 6.22554225e+03 6.68963683e-01 5.46581016e+02
3.56626748e+02 1.57686603e+04 9.48982123e+03 1.61895872e+08
2.89888446e+03 3.42598021e+06 1.20495597e-01 3.10288876e-02
7.24450663e+03 4.97964419e+04 5.99920950e+02]
iteration # 15900; log-lik = 233155.857759
[ 2.55509338e+05 6.98508684e+07 2.78209226e+04 6.29729242e+04
5.06718976e+03 4.74102745e+04 3.27120582e+04 8.88301413e+02
4.06409147e+03 5.95492448e+03 1.74170394e+04 5.40319018e+02
3.85983141e+05 6.16452283e+03 5.61764850e-01 5.44163358e+02
3.54328769e+02 1.58381433e+04 9.51695383e+03 1.95141124e+08
2.90095799e+03 4.14029347e+06 1.18642219e-01 3.06607618e-02
7.21605471e+03 4.93851319e+04 5.96147467e+02]
iteration # 16000; log-lik = 233156.171901
[ 2.49960082e+05 7.38434414e+07 2.76666872e+04 6.25753672e+04
5.01416248e+03 4.70280694e+04 3.20886109e+04 8.61535152e+02
4.06313577e+03 5.98520629e+03 1.76324180e+04 5.35020375e+02
4.19547711e+05 6.25841732e+03 5.13221829e-01 5.50616835e+02
3.55303022e+02 1.58313118e+04 9.45026219e+03 2.17141632e+08
2.87105598e+03 4.59825990e+06 1.17343578e-01 3.04771655e-02
7.21449491e+03 4.97767682e+04 6.01446472e+02]
iteration # 16100; log-lik = 233156.651287
[ 2.45830721e+05 8.67947985e+07 2.75299393e+04 6.21383435e+04
4.93067493e+03 4.62632480e+04 3.13689725e+04 8.79734662e+02
4.08628038e+03 5.92055640e+03 1.75690565e+04 5.25398462e+02
4.98999423e+05 6.35548154e+03 4.00483902e-01 5.58038324e+02
3.56614044e+02 1.58746958e+04 9.57647620e+03 2.67785932e+08
2.89999245e+03 5.72068048e+06 1.15271717e-01 3.01228778e-02
7.17266954e+03 4.97291096e+04 6.05721383e+02]
iteration # 16200; log-lik = 233157.264845
[ 2.48752874e+05 1.08569525e+08 2.76827335e+04 6.21573962e+04
4.78026835e+03 4.53328007e+04 3.18073100e+04 9.31005957e+02
4.14441379e+03 5.96133758e+03 1.72551067e+04 5.25448770e+02
6.28385300e+05 6.52186189e+03 3.29148408e-01 5.61048922e+02
3.64928889e+02 1.62477267e+04 9.90785912e+03 2.64441531e+08
2.99302729e+03 5.75182733e+06 1.17438253e-01 3.02699645e-02
7.18690989e+03 5.01319166e+04 6.11367558e+02]
iteration # 16300; log-lik = 233157.927869
[ 2.51425557e+05 1.10724319e+08 2.75857406e+04 6.21637139e+04
4.80602422e+03 4.53790577e+04 3.22299322e+04 1.03010033e+03
4.16751703e+03 5.73468392e+03 1.69374876e+04 5.15340644e+02
6.28624627e+05 6.42958347e+03 2.87956871e-01 5.71336435e+02
3.70719949e+02 1.62403716e+04 9.90413536e+03 3.04597909e+08
2.97428466e+03 6.66811139e+06 1.15872714e-01 3.02124442e-02
7.08306333e+03 5.02421533e+04 6.10919579e+02]
iteration # 16400; log-lik = 233158.375473
[ 2.50139678e+05 1.34648499e+08 2.76718320e+04 6.22818788e+04
4.65460856e+03 4.43907023e+04 3.17451849e+04 1.04370363e+03
4.15524507e+03 5.71676480e+03 1.67103816e+04 5.12471401e+02
7.64650211e+05 6.31728973e+03 2.17086673e-01 5.72512239e+02
3.73645871e+02 1.64546505e+04 9.94536413e+03 3.85733539e+08
2.97974807e+03 8.42168413e+06 1.14321045e-01 2.98299351e-02
7.08738373e+03 5.07435408e+04 6.13918246e+02]
iteration # 16500; log-lik = 233158.818791
[ 2.58305527e+05 1.50543221e+08 2.79731021e+04 6.27033573e+04
4.62269270e+03 4.37653507e+04 3.22697894e+04 1.03053883e+03
4.18780406e+03 5.53658154e+03 1.66820523e+04 5.00822167e+02
8.32890185e+05 6.21358659e+03 1.78658458e-01 5.69025055e+02
3.78539089e+02 1.65869778e+04 1.00367864e+04 4.60871676e+08
2.92927742e+03 1.00412064e+07 1.12118904e-01 2.95099114e-02
7.08079658e+03 5.11630963e+04 6.15684367e+02]
iteration # 16600; log-lik = 233159.135673
[ 2.58635471e+05 1.76875002e+08 2.78154705e+04 6.24985941e+04
4.52856416e+03 4.29528901e+04 3.16948410e+04 1.00135939e+03
4.25809295e+03 5.60199156e+03 1.68326393e+04 4.98525849e+02
9.97149547e+05 6.37437374e+03 1.53965577e-01 5.71154555e+02
3.81961067e+02 1.67479237e+04 1.02318488e+04 4.81050015e+08
2.95742198e+03 1.05696605e+07 1.12054920e-01 2.93504944e-02
7.10161565e+03 5.19843912e+04 6.27520150e+02]
iteration # 16700; log-lik = 233159.716800
[ 2.54705389e+05 2.59613281e+08 2.80007733e+04 6.29140732e+04
4.29894712e+03 4.07269494e+04 3.18185992e+04 1.01556719e+03
4.28374785e+03 5.49952122e+03 1.69153538e+04 4.77946435e+02
1.49664726e+06 6.36882330e+03 8.19482382e-02 5.76179336e+02
3.84901095e+02 1.70787005e+04 1.03905107e+04 7.94587824e+08
2.98922397e+03 1.77670251e+07 1.07446065e-01 2.83929030e-02
6.89903879e+03 5.35038743e+04 6.45659085e+02]
iteration # 16800; log-lik = 233160.054894
[ 2.58179696e+05 3.41848562e+08 2.80269722e+04 6.31028550e+04
4.13837721e+03 3.92107580e+04 3.13599815e+04 9.97347205e+02
4.28200895e+03 5.42739309e+03 1.68110028e+04 4.67299841e+02
1.91425653e+06 6.21680405e+03 5.13184652e-02 5.61175698e+02
3.80091958e+02 1.72179898e+04 1.04205039e+04 1.25071894e+09
2.98443635e+03 2.82116304e+07 1.02814331e-01 2.74227332e-02
6.81407195e+03 5.42433320e+04 6.55143041e+02]
iteration # 16900; log-lik = 233160.217523
[ 2.61072792e+05 3.86690371e+08 2.79751649e+04 6.31100318e+04
4.08467852e+03 3.86669031e+04 3.10454332e+04 9.93525205e+02
4.31123513e+03 5.40558309e+03 1.68775321e+04 4.66040916e+02
2.15313266e+06 6.28753028e+03 4.28271903e-02 5.56570036e+02
3.71520563e+02 1.72730959e+04 1.05241955e+04 1.44412201e+09
2.99486675e+03 3.26563246e+07 1.01316329e-01 2.70892302e-02
6.81225159e+03 5.46877605e+04 6.63016651e+02]
iteration # 17000; log-lik = 233160.395915
[ 2.62618483e+05 4.04982207e+08 2.81382234e+04 6.32564676e+04
4.06450056e+03 3.82032089e+04 3.16473858e+04 1.01240905e+03
4.29546173e+03 5.34779597e+03 1.69226129e+04 4.59700393e+02
2.21317170e+06 6.16864977e+03 3.65534598e-02 5.42272591e+02
3.67983498e+02 1.72152515e+04 1.04856906e+04 1.70647386e+09
3.00648538e+03 3.89573043e+07 9.91801462e-02 2.66875020e-02
6.72674752e+03 5.50827373e+04 6.67228690e+02]
iteration # 17100; log-lik = 233160.524090
[ 2.54991281e+05 4.73209408e+08 2.80464494e+04 6.33031702e+04
3.97448661e+03 3.73578024e+04 3.11961949e+04 9.91185064e+02
4.28329506e+03 5.30117167e+03 1.70263458e+04 4.58685328e+02
2.64859770e+06 6.14595663e+03 2.78788654e-02 5.42001229e+02
3.62870960e+02 1.72659966e+04 1.05203944e+04 2.22502971e+09
3.01276830e+03 5.10094457e+07 9.65545269e-02 2.61817585e-02
6.65751409e+03 5.55652506e+04 6.74332169e+02]
iteration # 17200; log-lik = 233160.636899
[ 2.56709979e+05 5.02463677e+08 2.80699990e+04 6.32935100e+04
3.94916051e+03 3.70394126e+04 3.14376938e+04 9.91073925e+02
4.28793944e+03 5.31243799e+03 1.70120934e+04 4.57668574e+02
2.77692589e+06 6.12228689e+03 2.52849504e-02 5.35614741e+02
3.60214522e+02 1.72493405e+04 1.05604046e+04 2.39945748e+09
3.01483287e+03 5.52838641e+07 9.57542484e-02 2.60095276e-02
6.69490947e+03 5.57292005e+04 6.78501047e+02]
iteration # 17300; log-lik = 233160.834636
[ 2.47232508e+05 5.34391880e+08 2.81682000e+04 6.34392593e+04
3.90697775e+03 3.66312613e+04 3.28822520e+04 1.05416892e+03
4.29314796e+03 5.31259779e+03 1.69103826e+04 4.63695174e+02
3.08590022e+06 6.11260885e+03 2.23629861e-02 5.29018817e+02
3.55798175e+02 1.73367147e+04 1.06725923e+04 2.52757226e+09
3.02629728e+03 5.80546927e+07 9.58742401e-02 2.59449476e-02
6.75992109e+03 5.56408087e+04 6.76510478e+02]
iteration # 17400; log-lik = 233161.052260
[ 2.46901186e+05 5.99296566e+08 2.82436090e+04 6.37436616e+04
3.86336674e+03 3.61473060e+04 3.39609469e+04 1.07911963e+03
4.30515929e+03 5.31004095e+03 1.68440479e+04 4.65533166e+02
3.42240047e+06 6.05346064e+03 1.88367225e-02 5.27321337e+02
3.49466949e+02 1.73893804e+04 1.08322441e+04 2.76460368e+09
3.02733970e+03 6.36859656e+07 9.52868951e-02 2.57693474e-02
6.84865544e+03 5.60565951e+04 6.84868288e+02]
iteration # 17500; log-lik = 233161.193619
[ 2.44197499e+05 5.45936055e+08 2.80535046e+04 6.36544967e+04
3.91067599e+03 3.67290317e+04 3.46862179e+04 1.08166144e+03
4.31887733e+03 5.37708710e+03 1.68335096e+04 4.73055184e+02
3.12912350e+06 6.03078760e+03 2.27543753e-02 5.32326240e+02
3.47093171e+02 1.73815678e+04 1.08619002e+04 2.28939468e+09
2.99779498e+03 5.19923122e+07 9.72236002e-02 2.61287795e-02
6.96928846e+03 5.56581164e+04 6.79835637e+02]
iteration # 17600; log-lik = 233161.305453
[ 2.42562859e+05 5.58521732e+08 2.79618795e+04 6.35950705e+04
3.88924985e+03 3.65933881e+04 3.55160085e+04 1.10887865e+03
4.31951577e+03 5.42955008e+03 1.69105074e+04 4.72810417e+02
3.22407141e+06 6.08563976e+03 2.19595482e-02 5.32849444e+02
3.46520367e+02 1.74045615e+04 1.08669181e+04 2.26652728e+09
2.98997446e+03 5.15717184e+07 9.75402913e-02 2.61700081e-02
6.98020032e+03 5.62321320e+04 6.87549861e+02]
iteration # 17700; log-lik = 233161.378218
[ 2.44117280e+05 5.44761111e+08 2.78977759e+04 6.33987012e+04
3.91013557e+03 3.68697515e+04 3.55512135e+04 1.13168626e+03
4.31905707e+03 5.41818738e+03 1.69273480e+04 4.77197696e+02
3.11817891e+06 6.09423676e+03 2.30527678e-02 5.27080837e+02
3.41668263e+02 1.74244687e+04 1.09005811e+04 2.18368044e+09
2.96932204e+03 4.94162635e+07 9.79685134e-02 2.62324302e-02
7.03893025e+03 5.59824397e+04 6.85294393e+02]
iteration # 17800; log-lik = 233161.464383
[ 2.43842172e+05 5.72682159e+08 2.79592515e+04 6.33490547e+04
3.87783801e+03 3.65962258e+04 3.61617537e+04 1.16016810e+03
4.32706321e+03 5.40623205e+03 1.70081820e+04 4.75048382e+02
3.25417933e+06 6.06234025e+03 2.10463699e-02 5.24893533e+02
3.45880477e+02 1.74946082e+04 1.08996571e+04 2.30265042e+09
2.96413408e+03 5.23127103e+07 9.76234947e-02 2.62062728e-02
7.00274712e+03 5.67072176e+04 6.93924801e+02]
iteration # 17900; log-lik = 233161.498319
[ 2.42416031e+05 5.58759744e+08 2.79002694e+04 6.32974433e+04
3.89781169e+03 3.67972674e+04 3.64184531e+04 1.18225229e+03
4.34779381e+03 5.39395400e+03 1.70612263e+04 4.75764644e+02
3.20106276e+06 6.08736267e+03 2.21891395e-02 5.28910279e+02
3.48646243e+02 1.75291604e+04 1.09509891e+04 2.15130731e+09
2.96116754e+03 4.88040183e+07 9.84638928e-02 2.63993798e-02
7.01655684e+03 5.65428191e+04 6.91890678e+02]
iteration # 18000; log-lik = 233161.519071
[ 2.43310188e+05 5.41219832e+08 2.79225996e+04 6.33041180e+04
3.91688034e+03 3.69957291e+04 3.71089579e+04 1.19722614e+03
4.35911303e+03 5.40511142e+03 1.71529116e+04 4.77615136e+02
3.08440658e+06 6.06956967e+03 2.36627354e-02 5.28022039e+02
3.50193267e+02 1.75533686e+04 1.09795614e+04 1.97203585e+09
2.95886751e+03 4.45943810e+07 9.94212003e-02 2.66025870e-02
7.06094406e+03 5.66358723e+04 6.92972810e+02]
iteration # 18100; log-lik = 233161.526041
[ 2.42581631e+05 5.36324162e+08 2.79181969e+04 6.33263209e+04
3.91930314e+03 3.70079719e+04 3.74392777e+04 1.20773021e+03
4.35444022e+03 5.40273001e+03 1.71739375e+04 4.76201805e+02
3.06126750e+06 6.05569612e+03 2.36148343e-02 5.28439599e+02
3.50534137e+02 1.75482738e+04 1.09604740e+04 1.97718251e+09
2.96313042e+03 4.47176859e+07 9.94051508e-02 2.66240273e-02
7.04248683e+03 5.66007541e+04 6.92490555e+02]
iteration # 18200; log-lik = 233161.532361
[ 2.43220507e+05 5.31991224e+08 2.79041924e+04 6.33817566e+04
3.92559389e+03 3.70816366e+04 3.76474479e+04 1.21708825e+03
4.36296142e+03 5.39088685e+03 1.71707714e+04 4.76228768e+02
3.03798991e+06 6.05814606e+03 2.40912584e-02 5.30397134e+02
3.52394385e+02 1.75736511e+04 1.09865956e+04 1.91560210e+09
2.96780789e+03 4.33548671e+07 9.98262264e-02 2.67211200e-02
7.03553565e+03 5.65385236e+04 6.91801043e+02]
iteration # 18300; log-lik = 233161.534551
[ 2.43156534e+05 5.35950458e+08 2.79120163e+04 6.34185284e+04
3.92136665e+03 3.70186862e+04 3.76867540e+04 1.22307789e+03
4.35870865e+03 5.38499553e+03 1.71496297e+04 4.75013336e+02
3.06170120e+06 6.05324276e+03 2.34744616e-02 5.30620964e+02
3.52173808e+02 1.75539508e+04 1.09783515e+04 1.96584283e+09
2.97099944e+03 4.45911423e+07 9.95465869e-02 2.66727011e-02
7.01708516e+03 5.65676468e+04 6.92458701e+02]
iteration # 18400; log-lik = 233161.535194
[ 2.43334341e+05 5.34874338e+08 2.79027936e+04 6.34320019e+04
3.92356994e+03 3.70365409e+04 3.77881137e+04 1.22580496e+03
4.36272961e+03 5.37857200e+03 1.71560616e+04 4.74638315e+02
3.05211861e+06 6.05060045e+03 2.35082891e-02 5.31309166e+02
3.52508495e+02 1.75532637e+04 1.09809066e+04 1.96001773e+09
2.97026230e+03 4.44844947e+07 9.95734001e-02 2.66913734e-02
7.01151625e+03 5.65665075e+04 6.92572179e+02]
iteration # 18500; log-lik = 233161.535583
[ 2.43408101e+05 5.35296969e+08 2.79084557e+04 6.34376173e+04
3.92256921e+03 3.70331646e+04 3.77818415e+04 1.22547730e+03
4.36337181e+03 5.37886511e+03 1.71538640e+04 4.74503031e+02
3.05281099e+06 6.04967433e+03 2.34854644e-02 5.30857649e+02
3.52515523e+02 1.75542315e+04 1.09801672e+04 1.96450821e+09
2.97082389e+03 4.45821874e+07 9.95621382e-02 2.66881053e-02
7.01004898e+03 5.65262707e+04 6.92017249e+02]
iteration # 18600; log-lik = 233161.535748
[ 2.43466067e+05 5.36354780e+08 2.79154419e+04 6.34358322e+04
3.92103012e+03 3.70174543e+04 3.78171327e+04 1.22627666e+03
4.36382799e+03 5.37904238e+03 1.71535497e+04 4.74161677e+02
3.05786787e+06 6.04969045e+03 2.33672757e-02 5.30422657e+02
3.52412453e+02 1.75529733e+04 1.09781349e+04 1.97371290e+09
2.97117412e+03 4.48046682e+07 9.95137414e-02 2.66775765e-02
7.00720345e+03 5.65328103e+04 6.92077475e+02]
iteration # 18700; log-lik = 233161.535828
[ 2.43447688e+05 5.35507364e+08 2.79138779e+04 6.34365297e+04
3.92223946e+03 3.70276511e+04 3.78237181e+04 1.22650420e+03
4.36480140e+03 5.37761247e+03 1.71523306e+04 4.74083166e+02
3.05378212e+06 6.05120052e+03 2.34322672e-02 5.30759137e+02
3.52598675e+02 1.75514134e+04 1.09793252e+04 1.96815464e+09
2.97122660e+03 4.46860102e+07 9.95416294e-02 2.66854937e-02
7.00637920e+03 5.65200597e+04 6.91925243e+02]
iteration # 18800; log-lik = 233161.535926
[ 2.43399925e+05 5.36290201e+08 2.79160816e+04 6.34280060e+04
3.92143216e+03 3.70198413e+04 3.78517475e+04 1.22631936e+03
4.36593247e+03 5.37820614e+03 1.71537554e+04 4.74072876e+02
3.05872856e+06 6.05215532e+03 2.33890792e-02 5.30392532e+02
3.52451402e+02 1.75522858e+04 1.09813812e+04 1.97040961e+09
2.97057743e+03 4.47293793e+07 9.95300210e-02 2.66808881e-02
7.00879845e+03 5.65203386e+04 6.91936286e+02]
iteration # 18900; log-lik = 233161.535994
[ 2.43362686e+05 5.36044466e+08 2.79166290e+04 6.34229373e+04
3.92181203e+03 3.70224302e+04 3.78415104e+04 1.22593279e+03
4.36580666e+03 5.37726304e+03 1.71532693e+04 4.74102933e+02
3.05805455e+06 6.05239572e+03 2.34049948e-02 5.30340857e+02
3.52397760e+02 1.75524484e+04 1.09813832e+04 1.97063682e+09
2.96994015e+03 4.47284601e+07 9.95239220e-02 2.66786910e-02
7.00915791e+03 5.65175788e+04 6.91867707e+02]
iteration # 19000; log-lik = 233161.536034
[ 2.43287738e+05 5.37424703e+08 2.79180791e+04 6.34255824e+04
3.92085416e+03 3.70083290e+04 3.78511783e+04 1.22617185e+03
4.36664096e+03 5.37436350e+03 1.71521514e+04 4.73905070e+02
3.06716085e+06 6.05251732e+03 2.32983275e-02 5.30358791e+02
3.52472990e+02 1.75542139e+04 1.09844617e+04 1.97806644e+09
2.97042658e+03 4.49109809e+07 9.94860503e-02 2.66713030e-02
7.00646383e+03 5.65194295e+04 6.91876052e+02]
iteration # 19100; log-lik = 233161.536058
[ 2.43240318e+05 5.37483241e+08 2.79150662e+04 6.34198499e+04
3.92083259e+03 3.70085774e+04 3.78455064e+04 1.22606213e+03
4.36678035e+03 5.37441656e+03 1.71522937e+04 4.73902333e+02
3.06796389e+06 6.05263781e+03 2.32976222e-02 5.30384290e+02
3.52414798e+02 1.75545217e+04 1.09845363e+04 1.97841296e+09
2.97042032e+03 4.49154490e+07 9.94825724e-02 2.66695628e-02
7.00666223e+03 5.65226259e+04 6.91903005e+02]
iteration # 19200; log-lik = 233161.536067
[ 2.43217855e+05 5.37866126e+08 2.79142567e+04 6.34194478e+04
3.92058656e+03 3.70051591e+04 3.78416206e+04 1.22574239e+03
4.36694070e+03 5.37373065e+03 1.71509729e+04 4.73875321e+02
3.07052029e+06 6.05263076e+03 2.32747218e-02 5.30420455e+02
3.52407545e+02 1.75552377e+04 1.09852496e+04 1.98035359e+09
2.97041641e+03 4.49590175e+07 9.94719995e-02 2.66669005e-02
7.00660907e+03 5.65225860e+04 6.91893521e+02]
iteration # 19300; log-lik = 233161.536073
[ 2.43201288e+05 5.37988326e+08 2.79144036e+04 6.34183637e+04
3.92051953e+03 3.70043960e+04 3.78393741e+04 1.22556542e+03
4.36707449e+03 5.37338038e+03 1.71503120e+04 4.73855457e+02
3.07119457e+06 6.05263321e+03 2.32692829e-02 5.30407348e+02
3.52405914e+02 1.75552501e+04 1.09856040e+04 1.98109675e+09
2.97047442e+03 4.49772116e+07 9.94673970e-02 2.66656976e-02
7.00638729e+03 5.65195441e+04 6.91847697e+02]
iteration # 19400; log-lik = 233161.536079
[ 2.43193181e+05 5.38121939e+08 2.79141098e+04 6.34179394e+04
3.92045959e+03 3.70034748e+04 3.78404980e+04 1.22565931e+03
4.36714228e+03 5.37305739e+03 1.71494738e+04 4.73849871e+02
3.07198455e+06 6.05273203e+03 2.32610488e-02 5.30418265e+02
3.52406463e+02 1.75554094e+04 1.09861132e+04 1.98153128e+09
2.97058945e+03 4.49880597e+07 9.94653522e-02 2.66651638e-02
7.00628702e+03 5.65196752e+04 6.91851084e+02]
iteration # 19500; log-lik = 233161.536087
[ 2.43212647e+05 5.38528252e+08 2.79135412e+04 6.34177602e+04
3.92021004e+03 3.70006349e+04 3.78419151e+04 1.22559013e+03
4.36741261e+03 5.37273180e+03 1.71496358e+04 4.73866462e+02
3.07405521e+06 6.05301757e+03 2.32420510e-02 5.30405342e+02
3.52391261e+02 1.75565005e+04 1.09873377e+04 1.98226388e+09
2.97069162e+03 4.50038373e+07 9.94618003e-02 2.66643991e-02
7.00656067e+03 5.65235834e+04 6.91914824e+02]
iteration # 19600; log-lik = 233161.536099
[ 2.43233578e+05 5.38741151e+08 2.79133416e+04 6.34151494e+04
3.92003496e+03 3.69989111e+04 3.78379242e+04 1.22541637e+03
4.36727178e+03 5.37242662e+03 1.71482669e+04 4.73872061e+02
3.07500346e+06 6.05337157e+03 2.32311035e-02 5.30363145e+02
3.52360633e+02 1.75567095e+04 1.09877156e+04 1.98313374e+09
2.97070174e+03 4.50246301e+07 9.94544859e-02 2.66620408e-02
7.00623676e+03 5.65293859e+04 6.91984788e+02]
iteration # 19700; log-lik = 233161.536107
[ 2.43213531e+05 5.38964121e+08 2.79122504e+04 6.34148616e+04
3.91990637e+03 3.69972141e+04 3.78366425e+04 1.22524070e+03
4.36743626e+03 5.37219408e+03 1.71483059e+04 4.73860291e+02
3.07651310e+06 6.05353030e+03 2.32226970e-02 5.30464406e+02
3.52408029e+02 1.75571972e+04 1.09883407e+04 1.98319839e+09
2.97077293e+03 4.50263290e+07 9.94542370e-02 2.66621516e-02
7.00626144e+03 5.65344985e+04 6.92048732e+02]
iteration # 19800; log-lik = 233161.536118
[ 2.43220631e+05 5.38835062e+08 2.79131220e+04 6.34145144e+04
3.91994246e+03 3.69983545e+04 3.78431589e+04 1.22543369e+03
4.36743483e+03 5.37247279e+03 1.71481843e+04 4.73876616e+02
3.07551078e+06 6.05343864e+03 2.32334634e-02 5.30445872e+02
3.52421247e+02 1.75572073e+04 1.09883966e+04 1.98174130e+09
2.97077360e+03 4.49928967e+07 9.94622704e-02 2.66632674e-02
7.00619224e+03 5.65389877e+04 6.92099503e+02]
iteration # 19900; log-lik = 233161.536136
[ 2.43265840e+05 5.39109718e+08 2.79133816e+04 6.34153651e+04
3.91971338e+03 3.69950337e+04 3.78390117e+04 1.22524368e+03
4.36702506e+03 5.37198462e+03 1.71481290e+04 4.73841465e+02
3.07659543e+06 6.05322606e+03 2.32066675e-02 5.30488062e+02
3.52442207e+02 1.75571148e+04 1.09876393e+04 1.98400716e+09
2.97057454e+03 4.50464048e+07 9.94482627e-02 2.66610524e-02
7.00583658e+03 5.65490554e+04 6.92248287e+02]
iteration # 20000; log-lik = 233161.536171
[ 2.43255394e+05 5.38715189e+08 2.79141805e+04 6.34162381e+04
3.92001033e+03 3.69986189e+04 3.78400077e+04 1.22550143e+03
4.36713909e+03 5.37181188e+03 1.71494590e+04 4.73841317e+02
3.07452529e+06 6.05317032e+03 2.32319790e-02 5.30502832e+02
3.52529210e+02 1.75568715e+04 1.09871611e+04 1.98202300e+09
2.97089174e+03 4.50009754e+07 9.94617218e-02 2.66644772e-02
7.00564602e+03 5.65429945e+04 6.92170386e+02]
iteration # 20100; log-lik = 233161.536269
[ 2.43133119e+05 5.38346512e+08 2.79154191e+04 6.34220066e+04
3.92040798e+03 3.70014141e+04 3.78265640e+04 1.22563714e+03
4.36701754e+03 5.37102126e+03 1.71479775e+04 4.73990595e+02
3.07380478e+06 6.05273533e+03 2.32591020e-02 5.30533147e+02
3.52565323e+02 1.75551650e+04 1.09876358e+04 1.98008232e+09
2.97135815e+03 4.49493992e+07 9.94776700e-02 2.66646733e-02
7.00732765e+03 5.65351368e+04 6.92040183e+02]
iteration # 20200; log-lik = 233161.536331
[ 2.43098922e+05 5.38503421e+08 2.79184859e+04 6.34271688e+04
3.92043410e+03 3.69975089e+04 3.78413482e+04 1.22633395e+03
4.36749690e+03 5.36966966e+03 1.71481509e+04 4.73972463e+02
3.07503853e+06 6.05090062e+03 2.32338881e-02 5.30576448e+02
3.52690362e+02 1.75550461e+04 1.09885538e+04 1.98022055e+09
2.97136926e+03 4.49512960e+07 9.94785849e-02 2.66637923e-02
7.00758496e+03 5.65526043e+04 6.92230683e+02]
iteration # 20300; log-lik = 233161.536358
[ 2.43086932e+05 5.38582616e+08 2.79199542e+04 6.34348705e+04
3.92059719e+03 3.69970234e+04 3.78276507e+04 1.22547601e+03
4.36798671e+03 5.36861148e+03 1.71491609e+04 4.73893654e+02
3.07569477e+06 6.04933914e+03 2.32425780e-02 5.30771524e+02
3.52869673e+02 1.75561158e+04 1.09894716e+04 1.97949273e+09
2.97158157e+03 4.49334231e+07 9.94850316e-02 2.66644818e-02
7.00745429e+03 5.65493237e+04 6.92145094e+02]
iteration # 20400; log-lik = 233161.536375
[ 2.43108857e+05 5.38414311e+08 2.79199598e+04 6.34329271e+04
3.92054899e+03 3.69973707e+04 3.78209188e+04 1.22512497e+03
4.36776103e+03 5.36949438e+03 1.71495804e+04 4.73919205e+02
3.07474264e+06 6.04984811e+03 2.32568489e-02 5.30729109e+02
3.52851322e+02 1.75556875e+04 1.09884027e+04 1.97856366e+09
2.97156260e+03 4.49115078e+07 9.94866894e-02 2.66641225e-02
7.00739091e+03 5.65564964e+04 6.92210063e+02]
iteration # 20500; log-lik = 233161.536386
[ 2.43092799e+05 5.38104960e+08 2.79197638e+04 6.34342946e+04
3.92084463e+03 3.69992409e+04 3.78163734e+04 1.22479557e+03
4.36812145e+03 5.36942324e+03 1.71516593e+04 4.73898106e+02
3.07332650e+06 6.04991254e+03 2.32818157e-02 5.30830462e+02
3.52970008e+02 1.75548015e+04 1.09880677e+04 1.97632269e+09
2.97180086e+03 4.48605448e+07 9.94964695e-02 2.66664027e-02
7.00720444e+03 5.65608061e+04 6.92241729e+02]
iteration # 20600; log-lik = 233161.536394
[ 2.43117861e+05 5.38401282e+08 2.79209016e+04 6.34362162e+04
3.92053443e+03 3.69956015e+04 3.78069987e+04 1.22447934e+03
4.36811780e+03 5.36944733e+03 1.71516297e+04 4.73848295e+02
3.07467412e+06 6.04941540e+03 2.32597839e-02 5.30794786e+02
3.52973388e+02 1.75544544e+04 1.09878548e+04 1.97833173e+09
2.97202201e+03 4.49084128e+07 9.94849776e-02 2.66633091e-02
7.00673133e+03 5.65639172e+04 6.92270083e+02]
iteration # 20700; log-lik = 233161.536401
[ 2.43125985e+05 5.38622592e+08 2.79203766e+04 6.34363757e+04
3.92033205e+03 3.69942903e+04 3.77942782e+04 1.22392228e+03
4.36806411e+03 5.36975766e+03 1.71515807e+04 4.73878758e+02
3.07597149e+06 6.04978977e+03 2.32551508e-02 5.30774196e+02
3.52920195e+02 1.75545901e+04 1.09882692e+04 1.97909551e+09
2.97198412e+03 4.49255214e+07 9.94803904e-02 2.66613912e-02
7.00700515e+03 5.65620230e+04 6.92254953e+02]
iteration # 20800; log-lik = 233161.536409
[ 2.43132654e+05 5.38529986e+08 2.79207404e+04 6.34363631e+04
3.92040088e+03 3.69952571e+04 3.77965583e+04 1.22404766e+03
4.36810185e+03 5.37019836e+03 1.71521476e+04 4.73887127e+02
3.07557770e+06 6.05017860e+03 2.32677520e-02 5.30765797e+02
3.52967263e+02 1.75544758e+04 1.09888504e+04 1.97734338e+09
2.97214370e+03 4.48874594e+07 9.94911240e-02 2.66633164e-02
7.00726941e+03 5.65619588e+04 6.92263152e+02]
iteration # 20900; log-lik = 233161.536417
[ 2.43133255e+05 5.38794949e+08 2.79202627e+04 6.34340216e+04
3.92015581e+03 3.69929341e+04 3.77955465e+04 1.22417101e+03
4.36816981e+03 5.37029770e+03 1.71521174e+04 4.73873457e+02
3.07728275e+06 6.05081678e+03 2.32514164e-02 5.30709448e+02
3.52936139e+02 1.75549130e+04 1.09893140e+04 1.97834264e+09
2.97224182e+03 4.49111896e+07 9.94868153e-02 2.66617309e-02
7.00730092e+03 5.65633961e+04 6.92286730e+02]
iteration # 21000; log-lik = 233161.536432
[ 2.43125802e+05 5.39003925e+08 2.79191848e+04 6.34326088e+04
3.92008869e+03 3.69915964e+04 3.77879057e+04 1.22382103e+03
4.36807409e+03 5.36991749e+03 1.71526560e+04 4.73877730e+02
3.07854501e+06 6.05104627e+03 2.32455526e-02 5.30697413e+02
3.52940414e+02 1.75555562e+04 1.09899660e+04 1.97895715e+09
2.97231452e+03 4.49258566e+07 9.94829325e-02 2.66603149e-02
7.00750724e+03 5.65629645e+04 6.92288309e+02]
iteration # 21100; log-lik = 233161.536443
[ 2.43098710e+05 5.39128194e+08 2.79183152e+04 6.34320981e+04
3.92007226e+03 3.69909768e+04 3.77879879e+04 1.22387355e+03
4.36816415e+03 5.36983361e+03 1.71516204e+04 4.73872466e+02
3.07956901e+06 6.05139398e+03 2.32416352e-02 5.30709052e+02
3.52934398e+02 1.75555149e+04 1.09908329e+04 1.97904865e+09
2.97242714e+03 4.49301204e+07 9.94839297e-02 2.66597601e-02
7.00781077e+03 5.65582856e+04 6.92241206e+02]
iteration # 21200; log-lik = 233161.536456
[ 2.43130239e+05 5.39076693e+08 2.79173021e+04 6.34290816e+04
3.92003070e+03 3.69908154e+04 3.77851222e+04 1.22384038e+03
4.36782445e+03 5.37010761e+03 1.71521325e+04 4.73863681e+02
3.07905732e+06 6.05188566e+03 2.32411610e-02 5.30651942e+02
3.52921939e+02 1.75552989e+04 1.09899740e+04 1.97948523e+09
2.97246063e+03 4.49412671e+07 9.94789565e-02 2.66592260e-02
7.00748784e+03 5.65614885e+04 6.92288415e+02]
iteration # 21300; log-lik = 233161.536477
[ 2.43146650e+05 5.38860303e+08 2.79155475e+04 6.34305597e+04
3.92031876e+03 3.69932986e+04 3.77830027e+04 1.22380510e+03
4.36783059e+03 5.37003193e+03 1.71507411e+04 4.73929971e+02
3.07780828e+06 6.05208795e+03 2.32650039e-02 5.30691002e+02
3.52935252e+02 1.75557602e+04 1.09904588e+04 1.97733520e+09
2.97240278e+03 4.48893894e+07 9.94905694e-02 2.66607521e-02
7.00802938e+03 5.65609417e+04 6.92275713e+02]
iteration # 21400; log-lik = 233161.536509
[ 2.43159596e+05 5.38892864e+08 2.79116966e+04 6.34280928e+04
3.92022871e+03 3.69916052e+04 3.77956682e+04 1.22395371e+03
4.36800264e+03 5.36996691e+03 1.71498852e+04 4.73895919e+02
3.07808364e+06 6.05337403e+03 2.32571950e-02 5.30715885e+02
3.52958690e+02 1.75552137e+04 1.09902621e+04 1.97752820e+09
2.97229647e+03 4.48976649e+07 9.94850843e-02 2.66608427e-02
7.00711201e+03 5.65675652e+04 6.92377532e+02]
iteration # 21500; log-lik = 233161.536540
[ 2.43115708e+05 5.39140475e+08 2.79080719e+04 6.34245899e+04
3.92008526e+03 3.69902091e+04 3.78019313e+04 1.22454732e+03
4.36820310e+03 5.36923563e+03 1.71491357e+04 4.73820779e+02
3.07974104e+06 6.05346426e+03 2.32356062e-02 5.30726571e+02
3.52991123e+02 1.75559338e+04 1.09910884e+04 1.97925231e+09
2.97238308e+03 4.49396401e+07 9.94783145e-02 2.66598571e-02
7.00621313e+03 5.65636650e+04 6.92335751e+02]
iteration # 21600; log-lik = 233161.536559
[ 2.43117843e+05 5.39408547e+08 2.79062664e+04 6.34204600e+04
3.91980887e+03 3.69872093e+04 3.78048207e+04 1.22461062e+03
4.36838512e+03 5.36958401e+03 1.71501090e+04 4.73771678e+02
3.08131792e+06 6.05433611e+03 2.32220292e-02 5.30679156e+02
3.53018770e+02 1.75564430e+04 1.09916690e+04 1.97958926e+09
2.97249642e+03 4.49513653e+07 9.94752007e-02 2.66587810e-02
7.00564623e+03 5.65705763e+04 6.92430529e+02]
iteration # 21700; log-lik = 233161.536574
[ 2.43126883e+05 5.39198652e+08 2.79068221e+04 6.34241308e+04
3.91997663e+03 3.69882028e+04 3.77987778e+04 1.22464008e+03
4.36838709e+03 5.36953263e+03 1.71501590e+04 4.73738937e+02
3.08002686e+06 6.05380503e+03 2.32311077e-02 5.30671312e+02
3.53069681e+02 1.75557963e+04 1.09912239e+04 1.97943950e+09
2.97269405e+03 4.49481807e+07 9.94765920e-02 2.66588940e-02
7.00510654e+03 5.65654100e+04 6.92347906e+02]
iteration # 21800; log-lik = 233161.536596
[ 2.43094197e+05 5.39324385e+08 2.79076540e+04 6.34270856e+04
3.91981269e+03 3.69862035e+04 3.77986029e+04 1.22495446e+03
4.36781362e+03 5.36948258e+03 1.71484789e+04 4.73736335e+02
3.08134831e+06 6.05347751e+03 2.32166529e-02 5.30754029e+02
3.53114133e+02 1.75558275e+04 1.09912331e+04 1.98008221e+09
2.97280922e+03 4.49650658e+07 9.94779933e-02 2.66584263e-02
7.00521522e+03 5.65670124e+04 6.92377458e+02]
iteration # 21900; log-lik = 233161.536631
[ 2.43088984e+05 5.39477738e+08 2.79048921e+04 6.34212090e+04
3.91971928e+03 3.69856894e+04 3.77963830e+04 1.22424685e+03
4.36819925e+03 5.36994505e+03 1.71516540e+04 4.73684161e+02
3.08234962e+06 6.05477161e+03 2.32276251e-02 5.30806513e+02
3.53135355e+02 1.75575705e+04 1.09920824e+04 1.97862788e+09
2.97289235e+03 4.49332194e+07 9.94816220e-02 2.66590640e-02
7.00455427e+03 5.65733303e+04 6.92451837e+02]
iteration # 22000; log-lik = 233161.536680
[ 2.43019418e+05 5.39730934e+08 2.79017505e+04 6.34215082e+04
3.91924601e+03 3.69828807e+04 3.77968152e+04 1.22435937e+03
4.36787921e+03 5.37100515e+03 1.71506396e+04 4.73673777e+02
3.08516847e+06 6.05635645e+03 2.32214487e-02 5.30972204e+02
3.53175920e+02 1.75590233e+04 1.09924518e+04 1.97788932e+09
2.97325683e+03 4.49187162e+07 9.94937830e-02 2.66600954e-02
7.00428278e+03 5.65725532e+04 6.92470272e+02]
iteration # 22100; log-lik = 233161.536752
[ 2.42935422e+05 5.38713139e+08 2.79014010e+04 6.34223605e+04
3.92005667e+03 3.69916828e+04 3.78047602e+04 1.22515786e+03
4.36719747e+03 5.37223395e+03 1.71523289e+04 4.73781494e+02
3.08087080e+06 6.05771720e+03 2.32896430e-02 5.31080888e+02
3.53226215e+02 1.75579319e+04 1.09923329e+04 1.97164007e+09
2.97362690e+03 4.47794397e+07 9.95296780e-02 2.66679867e-02
7.00439508e+03 5.65652496e+04 6.92395331e+02]
iteration # 22200; log-lik = 233161.536839
[ 2.42898758e+05 5.38399466e+08 2.78997252e+04 6.34278639e+04
3.91997304e+03 3.69933146e+04 3.78090716e+04 1.22597588e+03
4.36704394e+03 5.37383958e+03 1.71538993e+04 4.73759819e+02
3.08019572e+06 6.05778822e+03 2.33111561e-02 5.31359779e+02
3.53416631e+02 1.75588379e+04 1.09919304e+04 1.96793078e+09
2.97422710e+03 4.46987931e+07 9.95585869e-02 2.66750564e-02
7.00306344e+03 5.65711979e+04 6.92465647e+02]
iteration # 22300; log-lik = 233161.536981
[ 2.42923015e+05 5.40100595e+08 2.78987909e+04 6.34330659e+04
3.91837016e+03 3.69760905e+04 3.78011833e+04 1.22502395e+03
4.36682175e+03 5.37339465e+03 1.71538682e+04 4.73600150e+02
3.08931758e+06 6.05662191e+03 2.31953772e-02 5.31326440e+02
3.53432741e+02 1.75600850e+04 1.09927263e+04 1.97720501e+09
2.97462384e+03 4.49191335e+07 9.95112616e-02 2.66660136e-02
7.00237817e+03 5.65742496e+04 6.92531502e+02]
iteration # 22400; log-lik = 233161.537265
[ 2.42821376e+05 5.40974552e+08 2.79033712e+04 6.34375376e+04
3.91700310e+03 3.69615966e+04 3.78425151e+04 1.22640891e+03
4.36566410e+03 5.37380624e+03 1.71507558e+04 4.73349836e+02
3.09424907e+06 6.05293049e+03 2.30905501e-02 5.31355667e+02
3.53539488e+02 1.75567122e+04 1.09914762e+04 1.98304669e+09
2.97564576e+03 4.50673581e+07 9.94841485e-02 2.66593855e-02
7.00145764e+03 5.66054034e+04 6.92838354e+02]
iteration # 22500; log-lik = 233161.537539
[ 2.42671642e+05 5.39903915e+08 2.79029062e+04 6.34427037e+04
3.91760659e+03 3.69716885e+04 3.78460571e+04 1.22787068e+03
4.36430179e+03 5.37652626e+03 1.71521196e+04 4.73646007e+02
3.08984918e+06 6.05274659e+03 2.31783661e-02 5.31443154e+02
3.53409463e+02 1.75579744e+04 1.09916073e+04 1.97348395e+09
2.97730293e+03 4.48435826e+07 9.95502461e-02 2.66672908e-02
7.00378145e+03 5.66032189e+04 6.92754463e+02]
iteration # 22600; log-lik = 233161.537709
[ 2.42733574e+05 5.40063809e+08 2.78999910e+04 6.34387783e+04
3.91743110e+03 3.69730833e+04 3.78664616e+04 1.22792709e+03
4.36549562e+03 5.37611176e+03 1.71504593e+04 4.73590384e+02
3.09036896e+06 6.05350298e+03 2.31876576e-02 5.31354543e+02
3.53326947e+02 1.75615565e+04 1.09930777e+04 1.97227829e+09
2.97784268e+03 4.48118377e+07 9.95614756e-02 2.66696948e-02
7.00373650e+03 5.65848012e+04 6.92499817e+02]
iteration # 22700; log-lik = 233161.537841
[ 2.42745274e+05 5.40551987e+08 2.78979168e+04 6.34332935e+04
3.91703033e+03 3.69689154e+04 3.78828762e+04 1.22906200e+03
4.36570245e+03 5.37609980e+03 1.71495499e+04 4.73535938e+02
3.09268516e+06 6.05355252e+03 2.31462064e-02 5.31057944e+02
3.53185235e+02 1.75614727e+04 1.09949595e+04 1.97481400e+09
2.97851971e+03 4.48755284e+07 9.95475572e-02 2.66653927e-02
7.00344373e+03 5.65840338e+04 6.92477985e+02]
iteration # 22800; log-lik = 233161.537998
[ 2.42826824e+05 5.40344221e+08 2.78960182e+04 6.34362246e+04
3.91648459e+03 3.69720241e+04 3.78956778e+04 1.22889319e+03
4.36494238e+03 5.38052717e+03 1.71513461e+04 4.73815325e+02
3.08951105e+06 6.05280440e+03 2.31929580e-02 5.30760645e+02
3.52911883e+02 1.75615143e+04 1.09954518e+04 1.96928329e+09
2.97867369e+03 4.47465117e+07 9.95791278e-02 2.66671828e-02
7.00528324e+03 5.65938381e+04 6.92627107e+02]
iteration # 22900; log-lik = 233161.538151
[ 2.42777182e+05 5.40331264e+08 2.78982360e+04 6.34416798e+04
3.91628190e+03 3.69709700e+04 3.79113063e+04 1.22936330e+03
4.36525302e+03 5.38032527e+03 1.71520994e+04 4.73883059e+02
3.08954212e+06 6.05061447e+03 2.31688873e-02 5.30600032e+02
3.52729419e+02 1.75606037e+04 1.09942845e+04 1.97235641e+09
2.97855646e+03 4.48074170e+07 9.95653096e-02 2.66655551e-02
7.00640196e+03 5.65830488e+04 6.92452904e+02]
iteration # 23000; log-lik = 233161.538248
[ 2.42894939e+05 5.40678302e+08 2.78999859e+04 6.34416720e+04
3.91594393e+03 3.69685938e+04 3.79078941e+04 1.22831095e+03
4.36612796e+03 5.38108675e+03 1.71548563e+04 4.73919349e+02
3.09047604e+06 6.05125243e+03 2.31670975e-02 5.30285998e+02
3.52606241e+02 1.75614272e+04 1.09956334e+04 1.97278817e+09
2.97840084e+03 4.48144248e+07 9.95591559e-02 2.66636958e-02
7.00719240e+03 5.65744951e+04 6.92369975e+02]
iteration # 23100; log-lik = 233161.538538
[ 2.42870295e+05 5.41890238e+08 2.79039731e+04 6.34461137e+04
3.91395236e+03 3.69572816e+04 3.79296342e+04 1.22859034e+03
4.36522207e+03 5.38340192e+03 1.71582155e+04 4.74186854e+02
3.09686548e+06 6.04810027e+03 2.30951308e-02 5.29539929e+02
3.52189313e+02 1.75648928e+04 1.09967633e+04 1.97835275e+09
2.97863627e+03 4.49324620e+07 9.95464873e-02 2.66568174e-02
7.01129716e+03 5.65582626e+04 6.92140474e+02]
iteration # 23200; log-lik = 233161.538839
[ 2.42788611e+05 5.41929421e+08 2.79066477e+04 6.34430001e+04
3.91357796e+03 3.69495778e+04 3.79667440e+04 1.23069927e+03
4.36543673e+03 5.38433022e+03 1.71579437e+04 4.74197086e+02
3.09960367e+06 6.04924065e+03 2.30749110e-02 5.28987787e+02
3.52129435e+02 1.75674210e+04 1.09993061e+04 1.97732737e+09
2.97864257e+03 4.49113868e+07 9.95566131e-02 2.66523319e-02
7.01089230e+03 5.65652041e+04 6.92119146e+02]
iteration # 23300; log-lik = 233161.538981
[ 2.42708889e+05 5.41013110e+08 2.79109912e+04 6.34476850e+04
3.91445746e+03 3.69560922e+04 3.79746710e+04 1.23099891e+03
4.36575512e+03 5.38395793e+03 1.71614952e+04 4.74150690e+02
3.09531669e+06 6.04812511e+03 2.31265253e-02 5.29061856e+02
3.52311697e+02 1.75668474e+04 1.09988520e+04 1.97352237e+09
2.97844623e+03 4.48254305e+07 9.95783308e-02 2.66579924e-02
7.01039180e+03 5.65537812e+04 6.91933514e+02]
iteration # 23400; log-lik = 233161.539293
[ 2.42801619e+05 5.38304661e+08 2.79126185e+04 6.34510322e+04
3.91670258e+03 3.69865347e+04 3.79842142e+04 1.23226401e+03
4.36534321e+03 5.38519404e+03 1.71632106e+04 4.74461439e+02
3.07763172e+06 6.04643832e+03 2.32838303e-02 5.29236829e+02
3.52124278e+02 1.75617909e+04 1.09935392e+04 1.96351235e+09
2.97687139e+03 4.45855944e+07 9.96306015e-02 2.66733274e-02
7.01208758e+03 5.65417049e+04 6.91843901e+02]
iteration # 23500; log-lik = 233161.539653
[ 2.42997614e+05 5.35854071e+08 2.79177493e+04 6.34528720e+04
3.91870165e+03 3.70087749e+04 3.79857069e+04 1.23329826e+03
4.36496549e+03 5.38668886e+03 1.71679681e+04 4.74610469e+02
3.06138605e+06 6.04557691e+03 2.34355992e-02 5.28781883e+02
3.52018349e+02 1.75586943e+04 1.09899371e+04 1.95407551e+09
2.97677941e+03 4.43719336e+07 9.96780747e-02 2.66827329e-02
7.01313502e+03 5.65150400e+04 6.91478678e+02]
iteration # 23600; log-lik = 233161.540123
[ 2.43149366e+05 5.35068515e+08 2.79071860e+04 6.34489567e+04
3.92016493e+03 3.70248997e+04 3.79555860e+04 1.23105923e+03
4.36580247e+03 5.38525209e+03 1.71677143e+04 4.74649819e+02
3.05621431e+06 6.04944734e+03 2.35623050e-02 5.29132069e+02
3.52049818e+02 1.75628143e+04 1.09921787e+04 1.94625079e+09
2.97672474e+03 4.41993276e+07 9.97162583e-02 2.66928476e-02
7.01376111e+03 5.64703059e+04 6.90980382e+02]
iteration # 23700; log-lik = 233161.540661
[ 2.43118513e+05 5.33985463e+08 2.79056817e+04 6.34637104e+04
3.92129288e+03 3.70345073e+04 3.79048752e+04 1.22997061e+03
4.36465607e+03 5.38489850e+03 1.71672847e+04 4.74661305e+02
3.05049810e+06 6.04809312e+03 2.36438727e-02 5.29789667e+02
3.52309491e+02 1.75597227e+04 1.09892204e+04 1.94164912e+09
2.97705245e+03 4.40996022e+07 9.97437896e-02 2.66981828e-02
7.01464439e+03 5.64655637e+04 6.90870212e+02]
iteration # 23800; log-lik = 233161.541172
[ 2.43067558e+05 5.35574489e+08 2.78970948e+04 6.34593171e+04
3.91989237e+03 3.70225431e+04 3.79245339e+04 1.23047700e+03
4.36659022e+03 5.38180298e+03 1.71639669e+04 4.74488872e+02
3.06010683e+06 6.04869972e+03 2.35449971e-02 5.29971746e+02
3.52386824e+02 1.75625359e+04 1.09931541e+04 1.94763413e+09
2.97692661e+03 4.42555609e+07 9.97161217e-02 2.66934053e-02
7.01258766e+03 5.64696455e+04 6.90885344e+02]
iteration # 23900; log-lik = 233161.542604
[ 2.43025401e+05 5.36280582e+08 2.79037227e+04 6.34645021e+04
3.92054051e+03 3.70214007e+04 3.79164379e+04 1.23160177e+03
4.36899159e+03 5.37981205e+03 1.71734720e+04 4.74258065e+02
3.06375915e+06 6.05094745e+03 2.35122531e-02 5.30253035e+02
3.52568528e+02 1.75621244e+04 1.09975536e+04 1.94799254e+09
2.97622185e+03 4.42715260e+07 9.97322212e-02 2.66973291e-02
7.01794739e+03 5.64439419e+04 6.90690800e+02]
iteration # 24000; log-lik = 233161.544899
[ 2.42753047e+05 5.41057090e+08 2.78920045e+04 6.34691265e+04
3.91727759e+03 3.69737042e+04 3.79776230e+04 1.23572546e+03
4.37140205e+03 5.37518046e+03 1.71735974e+04 4.73265764e+02
3.09824200e+06 6.06000841e+03 2.32345518e-02 5.31438823e+02
3.53721117e+02 1.75714593e+04 1.10156256e+04 1.95267297e+09
2.97841165e+03 4.44203770e+07 9.97499587e-02 2.66948288e-02
7.01713141e+03 5.65021236e+04 6.91402636e+02]
iteration # 24100; log-lik = 233161.547050
[ 2.43081732e+05 5.41452525e+08 2.78830819e+04 6.34516007e+04
3.91715048e+03 3.69762490e+04 3.80202224e+04 1.23790570e+03
4.37721317e+03 5.37265225e+03 1.71779752e+04 4.73121577e+02
3.10029153e+06 6.06685874e+03 2.32491995e-02 5.31353442e+02
3.53445226e+02 1.75771842e+04 1.10212841e+04 1.94644956e+09
2.97723141e+03 4.42523141e+07 9.97841802e-02 2.66990853e-02
7.02244874e+03 5.65305913e+04 6.91467947e+02]
iteration # 24200; log-lik = 233161.548469
[ 2.43615649e+05 5.40639669e+08 2.78651964e+04 6.34432703e+04
3.91755031e+03 3.69860554e+04 3.79350706e+04 1.23479833e+03
4.37504472e+03 5.37371499e+03 1.71751273e+04 4.73055511e+02
3.08893230e+06 6.07071510e+03 2.33135640e-02 5.31362511e+02
3.53055321e+02 1.75696128e+04 1.10143460e+04 1.94915816e+09
2.97613418e+03 4.42994539e+07 9.97293682e-02 2.66889604e-02
7.02260174e+03 5.65541977e+04 6.91677633e+02]
iteration # 24300; log-lik = 233161.549455
[ 2.43455571e+05 5.42425213e+08 2.78584717e+04 6.34350817e+04
3.91473465e+03 3.69605219e+04 3.79760128e+04 1.23816353e+03
4.37086091e+03 5.37883967e+03 1.71745077e+04 4.73007019e+02
3.10350339e+06 6.07898101e+03 2.31645464e-02 5.30883204e+02
3.52651960e+02 1.75707743e+04 1.10177768e+04 1.95713669e+09
2.97617249e+03 4.44970322e+07 9.97013127e-02 2.66768515e-02
7.02453573e+03 5.65626056e+04 6.91816415e+02]
iteration # 24400; log-lik = 233161.552161
[ 2.43623639e+05 5.43841603e+08 2.78461563e+04 6.34455459e+04
3.90968831e+03 3.69352423e+04 3.78979660e+04 1.23604111e+03
4.36756183e+03 5.38581582e+03 1.71866736e+04 4.73405733e+02
3.11202061e+06 6.08476582e+03 2.30403829e-02 5.30486585e+02
3.52034090e+02 1.75716541e+04 1.10076668e+04 1.97452330e+09
2.97249141e+03 4.48880911e+07 9.96049440e-02 2.66605398e-02
7.02035349e+03 5.65848484e+04 6.92084892e+02]
iteration # 24500; log-lik = 233161.554124
[ 2.43211431e+05 5.50520169e+08 2.78419256e+04 6.34071245e+04
3.90238255e+03 3.68542795e+04 3.79538469e+04 1.24187439e+03
4.36563607e+03 5.38216344e+03 1.71787232e+04 4.72682007e+02
3.15346385e+06 6.09221859e+03 2.24159711e-02 5.29280879e+02
3.51223115e+02 1.75694920e+04 1.10077975e+04 2.02578748e+09
2.97418975e+03 4.61080406e+07 9.93263286e-02 2.65993797e-02
7.00777152e+03 5.66519326e+04 6.93015947e+02]
iteration # 24600; log-lik = 233161.555498
[ 2.43043283e+05 5.49886283e+08 2.78449727e+04 6.34218898e+04
3.90232984e+03 3.68548897e+04 3.79434490e+04 1.24328318e+03
4.36667905e+03 5.37954969e+03 1.71786533e+04 4.72135618e+02
3.15300149e+06 6.09219839e+03 2.24119991e-02 5.30065364e+02
3.51641956e+02 1.75716804e+04 1.10045691e+04 2.02899292e+09
2.97469368e+03 4.61983039e+07 9.93301938e-02 2.66054405e-02
7.00182230e+03 5.66035439e+04 6.92233713e+02]
iteration # 24700; log-lik = 233161.557680
[ 2.43140936e+05 5.49660542e+08 2.78756063e+04 6.34628451e+04
3.90148780e+03 3.68419634e+04 3.78651530e+04 1.24274128e+03
4.36252310e+03 5.37664519e+03 1.71720744e+04 4.72164174e+02
3.14968442e+06 6.08270095e+03 2.23376743e-02 5.29619591e+02
3.51773383e+02 1.75682478e+04 1.09962400e+04 2.04343233e+09
2.97543846e+03 4.65342001e+07 9.92721510e-02 2.65892141e-02
7.00028038e+03 5.65625357e+04 6.91645763e+02]
iteration # 24800; log-lik = 233161.559605
[ 2.43682273e+05 5.45874041e+08 2.78843887e+04 6.34717409e+04
3.90456546e+03 3.68652605e+04 3.78985154e+04 1.24351761e+03
4.36359251e+03 5.37155071e+03 1.71718324e+04 4.71455274e+02
3.12510981e+06 6.08968988e+03 2.25089629e-02 5.30062671e+02
3.52064634e+02 1.75595009e+04 1.09899023e+04 2.03310548e+09
2.97488170e+03 4.63206643e+07 9.92893889e-02 2.66026208e-02
6.99471439e+03 5.65405587e+04 6.91119139e+02]
iteration # 24900; log-lik = 233161.563309
[ 2.43335346e+05 5.43461308e+08 2.78862929e+04 6.34492003e+04
3.90656556e+03 3.68702706e+04 3.78787062e+04 1.24464547e+03
4.36082057e+03 5.36491738e+03 1.71692944e+04 4.70808168e+02
3.11961736e+06 6.09635041e+03 2.26219200e-02 5.30964408e+02
3.53272303e+02 1.75604893e+04 1.09902766e+04 2.02210529e+09
2.98011527e+03 4.60964005e+07 9.93202426e-02 2.66128515e-02
6.97929524e+03 5.65681924e+04 6.91220681e+02]
iteration # 25000; log-lik = 233161.566211
[ 2.43759122e+05 5.40319866e+08 2.79151181e+04 6.34751300e+04
3.90814952e+03 3.68805689e+04 3.79170916e+04 1.25146340e+03
4.35845426e+03 5.36020732e+03 1.71675417e+04 4.70583810e+02
3.09807652e+06 6.10041553e+03 2.26400824e-02 5.30435434e+02
3.53276100e+02 1.75515021e+04 1.09824495e+04 2.02550429e+09
2.98153071e+03 4.62102982e+07 9.93024811e-02 2.66205394e-02
6.96987571e+03 5.64989451e+04 6.90556852e+02]
iteration # 25100; log-lik = 233161.568716
[ 2.43678537e+05 5.44254377e+08 2.79011803e+04 6.34452201e+04
3.90273820e+03 3.68441006e+04 3.78196349e+04 1.24375967e+03
4.35826049e+03 5.36579042e+03 1.71796391e+04 4.70905162e+02
3.12405189e+06 6.10791709e+03 2.25132743e-02 5.30326762e+02
3.52955142e+02 1.75623659e+04 1.09854948e+04 2.03702781e+09
2.98080982e+03 4.64568960e+07 9.92221231e-02 2.66036512e-02
6.96859163e+03 5.65458775e+04 6.91172192e+02]
iteration # 25200; log-lik = 233161.571136
[ 2.44431240e+05 5.42442306e+08 2.79137720e+04 6.34567827e+04
3.90414716e+03 3.68583393e+04 3.77858245e+04 1.24341921e+03
4.35852829e+03 5.36646405e+03 1.71816745e+04 4.70580606e+02
3.10425278e+06 6.10948030e+03 2.26701825e-02 5.29425151e+02
3.52766931e+02 1.75604412e+04 1.09876949e+04 2.02668928e+09
2.98350297e+03 4.62356827e+07 9.92646506e-02 2.66029081e-02
6.96897784e+03 5.64803126e+04 6.90275804e+02]
iteration # 25300; log-lik = 233161.574195
[ 2.44325710e+05 5.44319986e+08 2.79042110e+04 6.34407877e+04
3.90151996e+03 3.68302065e+04 3.77482012e+04 1.24358141e+03
4.35728119e+03 5.36713676e+03 1.71880807e+04 4.70731467e+02
3.11915327e+06 6.11502218e+03 2.25782232e-02 5.29291615e+02
3.52853133e+02 1.75671007e+04 1.09921687e+04 2.02935042e+09
2.98541939e+03 4.63041758e+07 9.92432132e-02 2.65918455e-02
6.96780356e+03 5.65470899e+04 6.90959295e+02]
iteration # 25400; log-lik = 233161.578072
[ 2.44067827e+05 5.45296218e+08 2.79036275e+04 6.34322717e+04
3.89908365e+03 3.68196251e+04 3.77655715e+04 1.24642116e+03
4.35572039e+03 5.36971859e+03 1.71911115e+04 4.70796509e+02
3.12484972e+06 6.11445290e+03 2.25186834e-02 5.28704284e+02
3.52233514e+02 1.75718421e+04 1.09975727e+04 2.03446630e+09
2.98785005e+03 4.64402263e+07 9.92384569e-02 2.65820120e-02
6.96731403e+03 5.64885289e+04 6.90245736e+02]
iteration # 25500; log-lik = 233161.583054
[ 2.44115294e+05 5.48262785e+08 2.79125166e+04 6.34422338e+04
3.89669268e+03 3.67726647e+04 3.77248362e+04 1.24327669e+03
4.35513424e+03 5.36141301e+03 1.71740106e+04 4.70446303e+02
3.13770332e+06 6.10835208e+03 2.22213206e-02 5.27783739e+02
3.51486692e+02 1.75655565e+04 1.09960375e+04 2.07177081e+09
2.98791461e+03 4.72949899e+07 9.89996830e-02 2.65270116e-02
6.96482301e+03 5.64659592e+04 6.89814433e+02]
iteration # 25600; log-lik = 233161.597844
[ 2.43804076e+05 5.53138235e+08 2.78939369e+04 6.33709844e+04
3.89302331e+03 3.67155799e+04 3.76212173e+04 1.23741339e+03
4.36047275e+03 5.34391396e+03 1.71611468e+04 4.71312289e+02
3.16054908e+06 6.10018985e+03 2.17777351e-02 5.25499923e+02
3.49247915e+02 1.75639698e+04 1.10043722e+04 2.14031595e+09
2.98076219e+03 4.88711697e+07 9.85113760e-02 2.64373249e-02
6.95200163e+03 5.64076027e+04 6.89451143e+02]
iteration # 25700; log-lik = 233161.625614
[ 2.44860289e+05 5.42470765e+08 2.79795644e+04 6.34828698e+04
3.89656332e+03 3.67421292e+04 3.78157105e+04 1.25181109e+03
4.36885786e+03 5.33754258e+03 1.71903124e+04 4.72163297e+02
3.08784464e+06 6.06909453e+03 2.23593489e-02 5.22978079e+02
3.49855602e+02 1.75657509e+04 1.10366271e+04 2.07030994e+09
2.99186327e+03 4.72967124e+07 9.88231185e-02 2.64815021e-02
6.94693155e+03 5.62938260e+04 6.87224181e+02]
iteration # 25800; log-lik = 233161.657398
[ 2.43894457e+05 5.57717362e+08 2.80765022e+04 6.37059228e+04
3.87225958e+03 3.64624773e+04 3.75504675e+04 1.25187301e+03
4.36991396e+03 5.34513987e+03 1.72411133e+04 4.72866176e+02
3.18374783e+06 6.02948906e+03 2.15502016e-02 5.22703432e+02
3.52300081e+02 1.75866165e+04 1.11058221e+04 2.09257643e+09
3.01960841e+03 4.79403117e+07 9.87792950e-02 2.64002978e-02
6.94758200e+03 5.63831899e+04 6.88101558e+02]
iteration # 25900; log-lik = 233161.693892
[ 2.43356247e+05 5.80202411e+08 2.80259542e+04 6.36034088e+04
3.85203300e+03 3.61921551e+04 3.72609552e+04 1.24469947e+03
4.38096945e+03 5.33113842e+03 1.71974414e+04 4.71878312e+02
3.30800579e+06 6.04724020e+03 2.01093598e-02 5.24870012e+02
3.48925466e+02 1.75787690e+04 1.11333008e+04 2.23217554e+09
3.01855225e+03 5.12076836e+07 9.78672562e-02 2.61939301e-02
6.94224018e+03 5.66994916e+04 6.92227727e+02]
iteration # 26000; log-lik = 233161.754323
[ 2.46952192e+05 5.92413106e+08 2.81084914e+04 6.36308309e+04
3.84178491e+03 3.60500340e+04 3.72922465e+04 1.25777043e+03
4.39514128e+03 5.28975421e+03 1.71178599e+04 4.73045446e+02
3.33264857e+06 6.05482801e+03 1.97432071e-02 5.19432031e+02
3.47512615e+02 1.76695807e+04 1.12259032e+04 2.24939120e+09
3.01466983e+03 5.14627547e+07 9.78047852e-02 2.61155609e-02
6.97602152e+03 5.64426192e+04 6.88895488e+02]
iteration # 26100; log-lik = 233161.815893
[ 2.49818425e+05 6.25347889e+08 2.81207474e+04 6.35961630e+04
3.79856865e+03 3.56838029e+04 3.72511740e+04 1.25631209e+03
4.42718888e+03 5.28010697e+03 1.70783772e+04 4.76892472e+02
3.47754620e+06 6.06173697e+03 1.89939980e-02 5.18611750e+02
3.45236159e+02 1.78147579e+04 1.14121654e+04 2.23926374e+09
3.01967015e+03 5.11056681e+07 9.77333023e-02 2.60219134e-02
7.01292029e+03 5.65645301e+04 6.90364313e+02]
iteration # 26200; log-lik = 233161.850127
[ 2.50872837e+05 6.11895936e+08 2.80821243e+04 6.36209560e+04
3.81140689e+03 3.57494065e+04 3.65022282e+04 1.23352034e+03
4.41836843e+03 5.24929267e+03 1.70303775e+04 4.78753830e+02
3.39505987e+06 6.07089821e+03 1.99178027e-02 5.26457137e+02
3.48364149e+02 1.78079071e+04 1.14174523e+04 2.16294734e+09
3.01544526e+03 4.93052683e+07 9.78726537e-02 2.60562280e-02
7.02405383e+03 5.66499980e+04 6.91488944e+02]
iteration # 26300; log-lik = 233161.884567
[ 2.50977616e+05 6.20716110e+08 2.81724714e+04 6.37740940e+04
3.80606761e+03 3.56058260e+04 3.61906884e+04 1.21390758e+03
4.43753929e+03 5.20976046e+03 1.70378042e+04 4.76996796e+02
3.43981183e+06 6.03428515e+03 1.96853936e-02 5.29778601e+02
3.54023513e+02 1.78373701e+04 1.14669982e+04 2.18631436e+09
3.01457776e+03 4.98138860e+07 9.77401810e-02 2.60378277e-02
7.03700320e+03 5.64583814e+04 6.88674632e+02]
iteration # 26400; log-lik = 233161.913978
[ 2.48722772e+05 6.33312976e+08 2.81123189e+04 6.37273796e+04
3.79445584e+03 3.54199572e+04 3.59498400e+04 1.20678652e+03
4.42720748e+03 5.17659644e+03 1.69936512e+04 4.78060004e+02
3.54344095e+06 6.05883807e+03 1.91803489e-02 5.35664928e+02
3.57078712e+02 1.78671271e+04 1.15213072e+04 2.22731256e+09
3.00780614e+03 5.07708582e+07 9.74425283e-02 2.59829009e-02
7.04561580e+03 5.65776447e+04 6.90741488e+02]
iteration # 26500; log-lik = 233161.934374
[ 2.48404913e+05 6.44590227e+08 2.81008810e+04 6.37841476e+04
3.77905579e+03 3.52773382e+04 3.58438412e+04 1.18826491e+03
4.43836047e+03 5.17881183e+03 1.70090460e+04 4.78314607e+02
3.61261420e+06 6.06562505e+03 1.91143211e-02 5.40285552e+02
3.59875712e+02 1.79100731e+04 1.15689730e+04 2.20250274e+09
3.00772857e+03 5.01372359e+07 9.75440089e-02 2.59983595e-02
7.06641775e+03 5.66377001e+04 6.91231439e+02]
iteration # 26600; log-lik = 233161.963352
[ 2.47394717e+05 6.71297458e+08 2.80747682e+04 6.37242601e+04
3.75310986e+03 3.49730162e+04 3.54753852e+04 1.16499119e+03
4.43809916e+03 5.16103086e+03 1.69623627e+04 4.79267541e+02
3.75392490e+06 6.03746346e+03 1.78983785e-02 5.36805959e+02
3.56874194e+02 1.79303614e+04 1.15996360e+04 2.39050173e+09
2.99863490e+03 5.43702824e+07 9.64752586e-02 2.57483302e-02
7.07467931e+03 5.65890113e+04 6.90442953e+02]
iteration # 26700; log-lik = 233161.985582
[ 2.48180971e+05 6.68330371e+08 2.81152261e+04 6.37507226e+04
3.74276672e+03 3.49116466e+04 3.56615315e+04 1.17221270e+03
4.42255484e+03 5.18710337e+03 1.69553307e+04 4.79954145e+02
3.72298141e+06 6.04434684e+03 1.79157806e-02 5.33417193e+02
3.54327265e+02 1.79244979e+04 1.16027115e+04 2.39076911e+09
3.00316572e+03 5.44182882e+07 9.64462972e-02 2.57262692e-02
7.08334909e+03 5.63867945e+04 6.88103260e+02]
iteration # 26800; log-lik = 233162.024158
[ 2.48747259e+05 6.63559427e+08 2.81171524e+04 6.37458346e+04
3.73666101e+03 3.48449204e+04 3.52941428e+04 1.16359476e+03
4.40368340e+03 5.16421859e+03 1.69061916e+04 4.78391601e+02
3.68370487e+06 6.03492271e+03 1.79796360e-02 5.35935622e+02
3.55990730e+02 1.79287699e+04 1.15778567e+04 2.43565600e+09
3.00831564e+03 5.53837095e+07 9.61700204e-02 2.56743135e-02
7.08420794e+03 5.61533067e+04 6.84321412e+02]
iteration # 26900; log-lik = 233162.056729
[ 2.50382970e+05 6.59796697e+08 2.81525912e+04 6.37000018e+04
3.72954709e+03 3.47777417e+04 3.52434487e+04 1.15670213e+03
4.40413482e+03 5.16256434e+03 1.69133010e+04 4.79420585e+02
3.64064841e+06 6.04304819e+03 1.81284507e-02 5.34782289e+02
3.55500594e+02 1.79245698e+04 1.15812329e+04 2.42375024e+09
3.00196223e+03 5.51249318e+07 9.60173777e-02 2.56456762e-02
7.08784497e+03 5.62366105e+04 6.85367866e+02]
iteration # 27000; log-lik = 233162.116535
[ 2.48083742e+05 6.53056075e+08 2.81261931e+04 6.36437056e+04
3.71801342e+03 3.46940828e+04 3.54668510e+04 1.17273394e+03
4.37569925e+03 5.17383814e+03 1.68703259e+04 4.81591425e+02
3.62566125e+06 6.02664762e+03 1.78738761e-02 5.31331700e+02
3.53900006e+02 1.79110503e+04 1.15294601e+04 2.48380022e+09
3.00824710e+03 5.65326245e+07 9.57411931e-02 2.55812298e-02
7.05938552e+03 5.62325506e+04 6.85367923e+02]
iteration # 27100; log-lik = 233162.208655
[ 2.49660178e+05 6.16451322e+08 2.81838397e+04 6.36406507e+04
3.72223672e+03 3.47050455e+04 3.63395598e+04 1.22490432e+03
4.38814740e+03 5.12919835e+03 1.68135317e+04 4.79580712e+02
3.39320422e+06 6.00830087e+03 1.88581320e-02 5.34446089e+02
3.59094419e+02 1.79136796e+04 1.15260229e+04 2.32088491e+09
3.02365011e+03 5.28533010e+07 9.62547686e-02 2.57059469e-02
7.02109263e+03 5.62973361e+04 6.83973098e+02]
iteration # 27200; log-lik = 233162.275925
[ 2.48420978e+05 5.91282133e+08 2.81558371e+04 6.36272592e+04
3.71537273e+03 3.45721892e+04 3.61955722e+04 1.23365225e+03
4.35213616e+03 5.10772447e+03 1.67611527e+04 4.81752266e+02
3.27159488e+06 6.00557277e+03 1.93713475e-02 5.41026554e+02
3.62018454e+02 1.78605417e+04 1.14813726e+04 2.29258020e+09
3.03029395e+03 5.22184139e+07 9.60038847e-02 2.56849942e-02
7.01496169e+03 5.64232334e+04 6.85172081e+02]
iteration # 27300; log-lik = 233162.369964
[ 2.49033432e+05 5.79670765e+08 2.80187356e+04 6.34965116e+04
3.70614335e+03 3.45331006e+04 3.69307034e+04 1.24412084e+03
4.36514902e+03 5.12648026e+03 1.68411787e+04 4.82171914e+02
3.20689641e+06 6.03535453e+03 2.00568280e-02 5.45299648e+02
3.65762687e+02 1.78741695e+04 1.14779055e+04 2.16109297e+09
3.01529453e+03 4.91510012e+07 9.64545216e-02 2.58309455e-02
7.04003809e+03 5.68846712e+04 6.90339687e+02]
iteration # 27400; log-lik = 233162.459077
[ 2.50260064e+05 5.68014517e+08 2.79348861e+04 6.33735076e+04
3.68837837e+03 3.43304202e+04 3.72970408e+04 1.26590625e+03
4.35744833e+03 5.12194180e+03 1.68309771e+04 4.86859180e+02
3.12499130e+06 6.06239165e+03 2.06521588e-02 5.47791141e+02
3.65897483e+02 1.79274893e+04 1.15326543e+04 2.06140532e+09
3.00463523e+03 4.66526898e+07 9.66224035e-02 2.58502518e-02
7.11273993e+03 5.70624569e+04 6.92546383e+02]
iteration # 27500; log-lik = 233162.543997
[ 2.52718901e+05 5.46686565e+08 2.79413642e+04 6.33341894e+04
3.67886385e+03 3.41657432e+04 3.73821087e+04 1.26810227e+03
4.36039652e+03 5.10431661e+03 1.69219465e+04 4.87320559e+02
2.98237823e+06 6.07178096e+03 2.11661445e-02 5.47010950e+02
3.66496613e+02 1.78963235e+04 1.14941075e+04 2.05594083e+09
2.99171541e+03 4.64030832e+07 9.61536289e-02 2.58177024e-02
7.12938529e+03 5.70048402e+04 6.91348141e+02]
iteration # 27600; log-lik = 233162.614714
[ 2.52874281e+05 5.31578547e+08 2.79903445e+04 6.34105424e+04
3.67338593e+03 3.41222800e+04 3.75622177e+04 1.28403263e+03
4.34776112e+03 5.13320232e+03 1.69694790e+04 4.88572836e+02
2.88302527e+06 6.03701669e+03 2.14354894e-02 5.44805767e+02
3.65217095e+02 1.78486206e+04 1.14308787e+04 2.05530967e+09
2.98449708e+03 4.63800997e+07 9.61099078e-02 2.58081324e-02
7.15411656e+03 5.68474804e+04 6.90168673e+02]
iteration # 27700; log-lik = 233162.685216
[ 2.52745987e+05 5.00226450e+08 2.80115209e+04 6.34356531e+04
3.68578717e+03 3.42701489e+04 3.79443192e+04 1.32054509e+03
4.34786555e+03 5.15456511e+03 1.69986227e+04 4.89941543e+02
2.71233950e+06 6.00869618e+03 2.33765907e-02 5.45707644e+02
3.67014449e+02 1.78541397e+04 1.14343172e+04 1.86743790e+09
3.00383280e+03 4.20638559e+07 9.70636388e-02 2.59669208e-02
7.15427372e+03 5.67522854e+04 6.87147851e+02]
iteration # 27800; log-lik = 233162.810258
[ 2.56036884e+05 4.71840772e+08 2.79986865e+04 6.34201410e+04
3.68574841e+03 3.42587023e+04 3.72035083e+04 1.27658426e+03
4.32600173e+03 5.18804885e+03 1.71041777e+04 4.95209369e+02
2.53799329e+06 6.01618020e+03 2.60620684e-02 5.45750123e+02
3.69823145e+02 1.78443821e+04 1.14187213e+04 1.72354008e+09
2.98520192e+03 3.86048199e+07 9.73893542e-02 2.60204342e-02
7.21473283e+03 5.66615971e+04 6.86189768e+02]
iteration # 27900; log-lik = 233163.041734
[ 2.58475115e+05 4.19743631e+08 2.79796047e+04 6.35137496e+04
3.66808675e+03 3.40520812e+04 3.74058563e+04 1.30550175e+03
4.29965912e+03 5.20110949e+03 1.70715840e+04 4.97442520e+02
2.23748434e+06 6.01032861e+03 2.97313572e-02 5.57964953e+02
3.76261396e+02 1.78054790e+04 1.13802993e+04 1.53515018e+09
2.98151486e+03 3.42617731e+07 9.78196006e-02 2.61191930e-02
7.21658342e+03 5.65627201e+04 6.83106902e+02]
iteration # 28000; log-lik = 233163.535682
[ 2.84112165e+05 3.19900425e+08 2.84051197e+04 6.37195805e+04
3.60007857e+03 3.33177049e+04 3.82459827e+04 1.34373299e+03
4.26167702e+03 5.31044510e+03 1.68876692e+04 4.99028851e+02
1.53470791e+06 5.89452895e+03 4.14644594e-02 5.43883223e+02
3.78678006e+02 1.77635104e+04 1.13813644e+04 1.17835334e+09
2.96219800e+03 2.60246131e+07 9.82856192e-02 2.59416527e-02
7.30757739e+03 5.51920490e+04 6.62145725e+02]
iteration # 28100; log-lik = 233163.965045
[ 2.74306932e+05 2.82297340e+08 2.80452463e+04 6.35998151e+04
3.51477929e+03 3.24735230e+04 3.91733187e+04 1.39477643e+03
4.16204613e+03 5.51550186e+03 1.71075027e+04 5.04137814e+02
1.40051810e+06 5.96798420e+03 4.58515515e-02 5.61144892e+02
3.86450129e+02 1.77272924e+04 1.12676845e+04 1.06248744e+09
2.93815727e+03 2.33576781e+07 9.85661828e-02 2.59399569e-02
7.40815942e+03 5.50525230e+04 6.63214421e+02]
iteration # 28200; log-lik = 233164.523796
[ 2.79984104e+05 2.40941443e+08 2.74031429e+04 6.31151141e+04
3.40445057e+03 3.10175018e+04 3.95972117e+04 1.39928282e+03
4.23273627e+03 5.49080066e+03 1.72558490e+04 4.96706228e+02
1.19053987e+06 6.17395646e+03 5.43909842e-02 6.00504219e+02
4.11836799e+02 1.78108853e+04 1.14675286e+04 8.83083997e+08
2.92855198e+03 1.94989676e+07 9.75267983e-02 2.57951621e-02
7.29457372e+03 5.50964348e+04 6.63448733e+02]
iteration # 28300; log-lik = 233164.825626
[ 2.85900149e+05 2.29575860e+08 2.73453697e+04 6.31507819e+04
3.42295528e+03 3.11050914e+04 3.80617517e+04 1.37060349e+03
4.23211147e+03 5.51879561e+03 1.72888407e+04 4.92526894e+02
1.12024936e+06 6.24103048e+03 6.00016609e-02 6.07894763e+02
4.09254426e+02 1.78135611e+04 1.15395922e+04 8.34134838e+08
2.95402338e+03 1.85576518e+07 9.77518595e-02 2.58047981e-02
7.28531681e+03 5.37571146e+04 6.49741510e+02]
iteration # 28400; log-lik = 233164.951073
[ 2.86805475e+05 2.19486425e+08 2.70890838e+04 6.27400316e+04
3.41508613e+03 3.09056750e+04 3.80723881e+04 1.37318444e+03
4.24265451e+03 5.46356117e+03 1.72058150e+04 4.90904904e+02
1.07466034e+06 6.32176950e+03 6.37239314e-02 6.18931477e+02
4.13354736e+02 1.78698389e+04 1.16323102e+04 7.97541045e+08
2.95000760e+03 1.78008077e+07 9.74152760e-02 2.57882721e-02
7.25918818e+03 5.32952752e+04 6.44864739e+02]
iteration # 28500; log-lik = 233165.040677
[ 2.90815803e+05 2.13915540e+08 2.69490843e+04 6.26681347e+04
3.38697298e+03 3.06485193e+04 3.82290724e+04 1.37473007e+03
4.26022790e+03 5.51138864e+03 1.72734110e+04 4.95771957e+02
1.03572387e+06 6.33485477e+03 6.78872855e-02 6.23410074e+02
4.15442639e+02 1.79427721e+04 1.17207672e+04 7.25427234e+08
2.94767986e+03 1.61291955e+07 9.79829210e-02 2.58415753e-02
7.34696335e+03 5.34522173e+04 6.47460428e+02]
iteration # 28600; log-lik = 233165.150644
[ 3.00386171e+05 2.01564211e+08 2.67908933e+04 6.23685127e+04
3.36094603e+03 3.03599977e+04 3.93824935e+04 1.46038398e+03
4.28453850e+03 5.48076552e+03 1.72008603e+04 4.92851454e+02
9.50398559e+05 6.41455862e+03 7.27984539e-02 6.26491322e+02
4.19734153e+02 1.80220283e+04 1.18823324e+04 6.51382654e+08
2.96669661e+03 1.45431372e+07 9.84137594e-02 2.59031609e-02
7.33440178e+03 5.31543353e+04 6.45221279e+02]
iteration # 28700; log-lik = 233165.243633
[ 3.07553353e+05 1.86133517e+08 2.66944398e+04 6.22993610e+04
3.35531866e+03 3.03156137e+04 3.98114934e+04 1.48119963e+03
4.28446468e+03 5.51729263e+03 1.71463292e+04 4.92750544e+02
8.55788481e+05 6.36272511e+03 7.91994088e-02 6.24069550e+02
4.15968694e+02 1.79582179e+04 1.18341872e+04 6.15772863e+08
2.97886446e+03 1.37680894e+07 9.84153027e-02 2.58985043e-02
7.35264495e+03 5.25987329e+04 6.39102869e+02]
iteration # 28800; log-lik = 233165.351942
[ 3.11488984e+05 1.81819614e+08 2.67849864e+04 6.22525912e+04
3.35042256e+03 3.02838006e+04 4.11371513e+04 1.53205662e+03
4.29343356e+03 5.56650966e+03 1.72590921e+04 4.94446723e+02
8.25384494e+05 6.35672513e+03 8.04597263e-02 6.08312126e+02
4.10706620e+02 1.79222123e+04 1.18299535e+04 5.86923091e+08
2.99193349e+03 1.31288685e+07 9.88538894e-02 2.59173067e-02
7.40045047e+03 5.28524261e+04 6.42383389e+02]
iteration # 28900; log-lik = 233165.511943
[ 3.14337354e+05 1.61678780e+08 2.67327307e+04 6.22594452e+04
3.32878464e+03 3.00121585e+04 4.14962438e+04 1.54607474e+03
4.32053388e+03 5.55538123e+03 1.73350451e+04 4.98168221e+02
7.25918540e+05 6.34754767e+03 9.81544875e-02 6.27846004e+02
4.19635558e+02 1.80493268e+04 1.20043518e+04 4.74157455e+08
2.99718635e+03 1.05215686e+07 1.00256188e-01 2.61147527e-02
7.51733446e+03 5.21013503e+04 6.31802458e+02]
iteration # 29000; log-lik = 233165.694915
[ 3.14664265e+05 1.60204584e+08 2.66742998e+04 6.21000642e+04
3.30990036e+03 2.96678413e+04 4.29600299e+04 1.59837872e+03
4.35654267e+03 5.50510032e+03 1.73474021e+04 4.98199663e+02
7.17510853e+05 6.37360008e+03 9.66376410e-02 6.27673311e+02
4.16498963e+02 1.80538461e+04 1.21716019e+04 4.58457752e+08
3.02707050e+03 1.02299953e+07 9.99690485e-02 2.59936228e-02
7.52098181e+03 5.21883188e+04 6.34742913e+02]
iteration # 29100; log-lik = 233165.831359
[ 3.18292098e+05 1.38244699e+08 2.68311462e+04 6.21292902e+04
3.33433888e+03 2.97967065e+04 4.44176320e+04 1.64304166e+03
4.34946734e+03 5.49020562e+03 1.74504567e+04 4.98314536e+02
6.15200894e+05 6.38440185e+03 1.15398704e-01 6.25522034e+02
4.20295685e+02 1.79802157e+04 1.21202188e+04 3.89938342e+08
3.03147963e+03 8.66750744e+06 1.01050393e-01 2.62019124e-02
7.53948038e+03 5.17985407e+04 6.28417589e+02]
iteration # 29200; log-lik = 233165.911532
[ 3.18063983e+05 1.40563278e+08 2.67960452e+04 6.21361396e+04
3.30553728e+03 2.93469327e+04 4.43359270e+04 1.59731526e+03
4.37789393e+03 5.46438846e+03 1.74773566e+04 4.94729074e+02
6.25240090e+05 6.38730921e+03 1.10360307e-01 6.25698729e+02
4.17452759e+02 1.79513512e+04 1.22072922e+04 4.09320490e+08
3.05506165e+03 9.12535321e+06 9.97362524e-02 2.58757466e-02
7.50523808e+03 5.17242255e+04 6.27114268e+02]
iteration # 29300; log-lik = 233165.971045
[ 3.20239899e+05 1.37560811e+08 2.68163431e+04 6.22305899e+04
3.28013804e+03 2.91120438e+04 4.43773386e+04 1.57986273e+03
4.35373105e+03 5.49705913e+03 1.74937528e+04 4.97223748e+02
6.08917586e+05 6.39751659e+03 1.12403568e-01 6.25236165e+02
4.13786348e+02 1.79261473e+04 1.22081633e+04 4.04929925e+08
3.05772377e+03 8.99454583e+06 9.94130241e-02 2.57623061e-02
7.53944744e+03 5.16846391e+04 6.26373428e+02]
iteration # 29400; log-lik = 233166.021377
[ 3.26653046e+05 1.25058094e+08 2.67285379e+04 6.21166096e+04
3.27810406e+03 2.90941229e+04 4.39653490e+04 1.55555005e+03
4.33843215e+03 5.48228695e+03 1.74507231e+04 5.01106078e+02
5.44609590e+05 6.41902445e+03 1.29455060e-01 6.31926674e+02
4.15928084e+02 1.79385397e+04 1.21836301e+04 3.67460877e+08
3.03095749e+03 8.11460308e+06 9.96725007e-02 2.58086595e-02
7.56766491e+03 5.13284639e+04 6.21816719e+02]
iteration # 29500; log-lik = 233166.080430
[ 3.32337850e+05 1.24857304e+08 2.65939127e+04 6.20224573e+04
3.25342680e+03 2.88961202e+04 4.32824599e+04 1.51884463e+03
4.32949642e+03 5.48841267e+03 1.74304482e+04 5.01117569e+02
5.37475014e+05 6.46112431e+03 1.29728605e-01 6.31902391e+02
4.11624606e+02 1.79383045e+04 1.21779751e+04 3.75493253e+08
3.02312409e+03 8.27985007e+06 9.89479977e-02 2.56117691e-02
7.55713870e+03 5.14172406e+04 6.22765018e+02]
iteration # 29600; log-lik = 233166.120094
[ 3.28274651e+05 1.30058750e+08 2.65404003e+04 6.19192740e+04
3.24380428e+03 2.87143853e+04 4.32535120e+04 1.49573459e+03
4.34954227e+03 5.46427511e+03 1.74920949e+04 4.98230620e+02
5.68225876e+05 6.47612182e+03 1.22383615e-01 6.31801247e+02
4.12038597e+02 1.79552427e+04 1.22351062e+04 3.93032207e+08
3.03356254e+03 8.70021497e+06 9.83647774e-02 2.54679140e-02
7.54129749e+03 5.15713278e+04 6.24415881e+02]
iteration # 29700; log-lik = 233166.154649
[ 3.30868150e+05 1.29180481e+08 2.65449322e+04 6.20601159e+04
3.24348884e+03 2.86902261e+04 4.25213294e+04 1.46797113e+03
4.34990624e+03 5.45954346e+03 1.75411269e+04 4.97041293e+02
5.61659636e+05 6.47640655e+03 1.24479951e-01 6.34538132e+02
4.12836408e+02 1.79365053e+04 1.22345463e+04 3.92343370e+08
3.03300960e+03 8.70246582e+06 9.82800630e-02 2.54178544e-02
7.54140980e+03 5.14196091e+04 6.22734897e+02]
iteration # 29800; log-lik = 233166.178087
[ 3.29566688e+05 1.31319438e+08 2.65845802e+04 6.20968284e+04
3.24528439e+03 2.86776581e+04 4.25081100e+04 1.47693368e+03
4.36306715e+03 5.44074663e+03 1.76361936e+04 4.93675049e+02
5.75017590e+05 6.48698262e+03 1.21146251e-01 6.31974782e+02
4.14018732e+02 1.79416868e+04 1.22522738e+04 3.99546223e+08
3.04942512e+03 8.89432772e+06 9.82542822e-02 2.53916696e-02
7.51505524e+03 5.14202792e+04 6.21957684e+02]
iteration # 29900; log-lik = 233166.191369
[ 3.30814304e+05 1.30007990e+08 2.66202504e+04 6.21444059e+04
3.24081055e+03 2.86029170e+04 4.26651039e+04 1.49534319e+03
4.36235999e+03 5.44165971e+03 1.76491355e+04 4.91803474e+02
5.68219978e+05 6.49000169e+03 1.20975513e-01 6.32846518e+02
4.15194505e+02 1.79201384e+04 1.22591379e+04 3.96918483e+08
3.05436738e+03 8.85226405e+06 9.81957062e-02 2.53674803e-02
7.50155340e+03 5.15479081e+04 6.22804466e+02]
iteration # 30000; log-lik = 233166.199817
[ 3.28419768e+05 1.29731567e+08 2.66301044e+04 6.21152347e+04
3.24610400e+03 2.86101272e+04 4.27886503e+04 1.51533310e+03
4.35752377e+03 5.42257898e+03 1.76581487e+04 4.91169261e+02
5.71406619e+05 6.49527158e+03 1.19537399e-01 6.32959881e+02
4.15116687e+02 1.79092098e+04 1.22604614e+04 4.00680337e+08
3.05852681e+03 8.94638431e+06 9.81214086e-02 2.53497994e-02
7.49087620e+03 5.16023048e+04 6.23138344e+02]
iteration # 30100; log-lik = 233166.206156
[ 3.25481725e+05 1.33307276e+08 2.66340285e+04 6.21316529e+04
3.24027608e+03 2.85527895e+04 4.27324856e+04 1.51151997e+03
4.35199375e+03 5.42637536e+03 1.76493700e+04 4.91575780e+02
5.91416223e+05 6.48069256e+03 1.14382190e-01 6.32045189e+02
4.13923252e+02 1.79049505e+04 1.22661863e+04 4.16303730e+08
3.06054127e+03 9.30159452e+06 9.78228042e-02 2.52807120e-02
7.48240170e+03 5.17515365e+04 6.25148784e+02]
iteration # 30200; log-lik = 233166.210469
[ 3.24609266e+05 1.34084559e+08 2.66441486e+04 6.21460607e+04
3.24198927e+03 2.85687776e+04 4.27419669e+04 1.51624451e+03
4.35091131e+03 5.41825109e+03 1.76323247e+04 4.91751598e+02
5.96138339e+05 6.47330349e+03 1.13122094e-01 6.30940314e+02
4.13244628e+02 1.79099647e+04 1.22663978e+04 4.21427064e+08
3.05912535e+03 9.41105234e+06 9.77804189e-02 2.52646840e-02
7.47972411e+03 5.17325251e+04 6.24791277e+02]
iteration # 30300; log-lik = 233166.213642
[ 3.23289191e+05 1.35096765e+08 2.66619983e+04 6.21743824e+04
3.24174437e+03 2.85607230e+04 4.27040812e+04 1.51861946e+03
4.34926759e+03 5.41323499e+03 1.76280577e+04 4.91545182e+02
6.02721975e+05 6.46354600e+03 1.11435805e-01 6.30714212e+02
4.13513237e+02 1.79100381e+04 1.22644092e+04 4.27575527e+08
3.05941893e+03 9.54940358e+06 9.77003889e-02 2.52442182e-02
7.47081753e+03 5.17678878e+04 6.25000043e+02]
iteration # 30400; log-lik = 233166.220515
[ 3.18441241e+05 1.37457140e+08 2.66617371e+04 6.22160987e+04
3.23468362e+03 2.84789308e+04 4.29758043e+04 1.53337187e+03
4.33997156e+03 5.41485694e+03 1.76668549e+04 4.91011073e+02
6.22558881e+05 6.45539923e+03 1.06520916e-01 6.30319276e+02
4.14341332e+02 1.78986823e+04 1.22612423e+04 4.42929821e+08
3.06143755e+03 9.90488414e+06 9.74665580e-02 2.51962366e-02
7.44599526e+03 5.19238275e+04 6.26982252e+02]
iteration # 30500; log-lik = 233166.223764
[ 3.17993797e+05 1.37317114e+08 2.66390220e+04 6.22285970e+04
3.23529780e+03 2.84763397e+04 4.29750849e+04 1.53391183e+03
4.34642461e+03 5.41063829e+03 1.76718514e+04 4.90864714e+02
6.23489522e+05 6.46219149e+03 1.06983928e-01 6.32569945e+02
4.15591747e+02 1.79132595e+04 1.22711446e+04 4.39626714e+08
3.06010602e+03 9.82853762e+06 9.75520351e-02 2.52185839e-02
7.43971929e+03 5.19235380e+04 6.26958929e+02]
iteration # 30600; log-lik = 233166.225930
[ 3.16868098e+05 1.36868315e+08 2.66093019e+04 6.22262265e+04
3.23612927e+03 2.84759275e+04 4.30169534e+04 1.54127186e+03
4.34636662e+03 5.40317340e+03 1.76770501e+04 4.90366345e+02
6.24264905e+05 6.46488810e+03 1.06943435e-01 6.34907906e+02
4.17031089e+02 1.79165422e+04 1.22671396e+04 4.39626636e+08
3.05947898e+03 9.82962496e+06 9.75802415e-02 2.52363880e-02
7.43349447e+03 5.19151614e+04 6.26793106e+02]
iteration # 30700; log-lik = 233166.228788
[ 3.15990265e+05 1.37242349e+08 2.66034086e+04 6.22451711e+04
3.23610326e+03 2.84526160e+04 4.32544363e+04 1.54772156e+03
4.35615934e+03 5.39802968e+03 1.76757322e+04 4.90143276e+02
6.27782587e+05 6.46272868e+03 1.06698953e-01 6.36181690e+02
4.17964311e+02 1.79324126e+04 1.22917761e+04 4.35959938e+08
3.06023410e+03 9.74225036e+06 9.76909636e-02 2.52525481e-02
7.44185197e+03 5.19345074e+04 6.26783622e+02]
iteration # 30800; log-lik = 233166.230637
[ 3.15959257e+05 1.36560218e+08 2.66161527e+04 6.23010740e+04
3.23390657e+03 2.84226863e+04 4.33543183e+04 1.55237193e+03
4.35139619e+03 5.39963411e+03 1.76598213e+04 4.90556605e+02
6.24203204e+05 6.44688101e+03 1.06863790e-01 6.36984832e+02
4.18485533e+02 1.79226217e+04 1.22919295e+04 4.34499262e+08
3.06005257e+03 9.70550086e+06 9.77022418e-02 2.52500009e-02
7.45353755e+03 5.19338886e+04 6.26701945e+02]
iteration # 30900; log-lik = 233166.231936
[ 3.15312018e+05 1.36654242e+08 2.65987086e+04 6.23323128e+04
3.23681323e+03 2.84425302e+04 4.32510950e+04 1.54710003e+03
4.35133455e+03 5.39150771e+03 1.76549961e+04 4.90398680e+02
6.26166893e+05 6.44347369e+03 1.06869704e-01 6.39177479e+02
4.19474098e+02 1.79202774e+04 1.22865990e+04 4.35710248e+08
3.05860447e+03 9.72780666e+06 9.77044854e-02 2.52618061e-02
7.45295590e+03 5.19260501e+04 6.26531803e+02]
iteration # 31000; log-lik = 233166.232617
[ 3.15007300e+05 1.36690360e+08 2.65816902e+04 6.23380476e+04
3.23678472e+03 2.84394132e+04 4.32410852e+04 1.54654256e+03
4.35258640e+03 5.38731459e+03 1.76519193e+04 4.90513809e+02
6.27339395e+05 6.44237268e+03 1.06827513e-01 6.39936712e+02
4.20243901e+02 1.79278833e+04 1.22853923e+04 4.36194728e+08
3.05614049e+03 9.73345856e+06 9.77035608e-02 2.52685591e-02
7.45186726e+03 5.19280657e+04 6.26453214e+02]
iteration # 31100; log-lik = 233166.232872
[ 3.14615603e+05 1.37615151e+08 2.65923049e+04 6.23431849e+04
3.23731097e+03 2.84487853e+04 4.32323982e+04 1.54376456e+03
4.35319048e+03 5.38916208e+03 1.76557120e+04 4.90482344e+02
6.32213617e+05 6.43966552e+03 1.06031283e-01 6.38849215e+02
4.19694776e+02 1.79301919e+04 1.22875693e+04 4.39111676e+08
3.05719722e+03 9.79915150e+06 9.76858314e-02 2.52623165e-02
7.45063684e+03 5.19254050e+04 6.26437824e+02]
iteration # 31200; log-lik = 233166.233060
[ 3.15128187e+05 1.37484652e+08 2.65914618e+04 6.23551718e+04
3.23684589e+03 2.84467659e+04 4.32331835e+04 1.54181782e+03
4.35482363e+03 5.38923852e+03 1.76544230e+04 4.90556224e+02
6.30641710e+05 6.43692229e+03 1.06271739e-01 6.38795821e+02
4.19531067e+02 1.79313965e+04 1.22878150e+04 4.38406717e+08
3.05665355e+03 9.78012076e+06 9.76859620e-02 2.52621584e-02
7.45267594e+03 5.19183178e+04 6.26296750e+02]
iteration # 31300; log-lik = 233166.233257
[ 3.15128281e+05 1.37595887e+08 2.65934425e+04 6.23536166e+04
3.23826787e+03 2.84656834e+04 4.32216479e+04 1.54059094e+03
4.35496395e+03 5.38876645e+03 1.76603092e+04 4.90417612e+02
6.30996563e+05 6.43502990e+03 1.06095531e-01 6.38406515e+02
4.19083415e+02 1.79280063e+04 1.22796192e+04 4.40106935e+08
3.05637328e+03 9.81792353e+06 9.76649406e-02 2.52632349e-02
7.45058886e+03 5.19165225e+04 6.26255650e+02]
iteration # 31400; log-lik = 233166.233382
[ 3.15263289e+05 1.37544249e+08 2.65975792e+04 6.23593919e+04
3.23858881e+03 2.84717252e+04 4.32454469e+04 1.54170122e+03
4.35533377e+03 5.38902791e+03 1.76611741e+04 4.90533204e+02
6.30368432e+05 6.43231493e+03 1.06195328e-01 6.38327835e+02
4.19076213e+02 1.79296954e+04 1.22794154e+04 4.39406847e+08
3.05560823e+03 9.79970585e+06 9.76930925e-02 2.52697984e-02
7.45321080e+03 5.19212998e+04 6.26293721e+02]
iteration # 31500; log-lik = 233166.233550
[ 3.15371520e+05 1.37296432e+08 2.66017089e+04 6.23645152e+04
3.23880062e+03 2.84723881e+04 4.32615346e+04 1.54278080e+03
4.35491366e+03 5.38855858e+03 1.76622561e+04 4.90581491e+02
6.28901708e+05 6.43010843e+03 1.06353787e-01 6.38506130e+02
4.19151870e+02 1.79289799e+04 1.22777255e+04 4.38826049e+08
3.05497186e+03 9.78599372e+06 9.76982866e-02 2.52733449e-02
7.45398386e+03 5.19246557e+04 6.26328589e+02]
iteration # 31600; log-lik = 233166.233711
[ 3.15623152e+05 1.37096961e+08 2.66015860e+04 6.23688722e+04
3.23842125e+03 2.84655211e+04 4.32579330e+04 1.54299105e+03
4.35502400e+03 5.38680163e+03 1.76634655e+04 4.90541926e+02
6.27484290e+05 6.42925044e+03 1.06477921e-01 6.38656202e+02
4.19263808e+02 1.79294134e+04 1.22787464e+04 4.38589067e+08
3.05431900e+03 9.77986112e+06 9.76823703e-02 2.52708233e-02
7.45394362e+03 5.19209712e+04 6.26284724e+02]
iteration # 31700; log-lik = 233166.233954
[ 3.15992439e+05 1.36885800e+08 2.66063276e+04 6.23608009e+04
3.23917724e+03 2.84756891e+04 4.32833738e+04 1.54398681e+03
4.35434952e+03 5.38835182e+03 1.76677170e+04 4.90461542e+02
6.25754750e+05 6.43032788e+03 1.06661631e-01 6.38239913e+02
4.18981239e+02 1.79287006e+04 1.22746639e+04 4.38037967e+08
3.05374114e+03 9.76733398e+06 9.76889390e-02 2.52752508e-02
7.45282034e+03 5.19314213e+04 6.26438941e+02]
iteration # 31800; log-lik = 233166.234200
[ 3.16995255e+05 1.36142572e+08 2.66151145e+04 6.23746821e+04
3.23945735e+03 2.84751360e+04 4.32893556e+04 1.54447061e+03
4.35411571e+03 5.38579069e+03 1.76661226e+04 4.90426544e+02
6.20251559e+05 6.42531923e+03 1.07298470e-01 6.38143660e+02
4.19016400e+02 1.79257750e+04 1.22718365e+04 4.36411461e+08
3.05315973e+03 9.72942472e+06 9.76780952e-02 2.52765886e-02
7.45337825e+03 5.19194403e+04 6.26248847e+02]
iteration # 31900; log-lik = 233166.234387
[ 3.17383560e+05 1.36058273e+08 2.66136520e+04 6.23723250e+04
3.23827611e+03 2.84596103e+04 4.32984152e+04 1.54478033e+03
4.35503705e+03 5.38637181e+03 1.76731304e+04 4.90275592e+02
6.19250040e+05 6.42746703e+03 1.07293962e-01 6.37982399e+02
4.18956525e+02 1.79274827e+04 1.22749081e+04 4.36225143e+08
3.05321517e+03 9.72672027e+06 9.76484629e-02 2.52699519e-02
7.45128172e+03 5.19267145e+04 6.26381045e+02]
iteration # 32000; log-lik = 233166.234548
[ 3.18370101e+05 1.35729016e+08 2.66242240e+04 6.23858381e+04
3.23864860e+03 2.84607441e+04 4.32986488e+04 1.54500844e+03
4.35527160e+03 5.38285685e+03 1.76707734e+04 4.90275545e+02
6.15685856e+05 6.42198922e+03 1.07550912e-01 6.37548761e+02
4.18860066e+02 1.79271477e+04 1.22744492e+04 4.35846642e+08
3.05275242e+03 9.71631270e+06 9.76249023e-02 2.52693530e-02
7.45162391e+03 5.19215777e+04 6.26299215e+02]
iteration # 32100; log-lik = 233166.234696
[ 3.18855552e+05 1.35287343e+08 2.66240653e+04 6.23879078e+04
3.23836316e+03 2.84558874e+04 4.32765932e+04 1.54344961e+03
4.35414871e+03 5.38330941e+03 1.76727229e+04 4.90316831e+02
6.12780897e+05 6.42247245e+03 1.08033732e-01 6.37770606e+02
4.18887327e+02 1.79261754e+04 1.22740191e+04 4.34609574e+08
3.05203449e+03 9.68904990e+06 9.76136112e-02 2.52694045e-02
7.45188469e+03 5.19092233e+04 6.26207033e+02]
iteration # 32200; log-lik = 233166.234788
[ 3.19066218e+05 1.35409721e+08 2.66230087e+04 6.23792801e+04
3.23805624e+03 2.84544732e+04 4.32708266e+04 1.54276225e+03
4.35441218e+03 5.38428716e+03 1.76735114e+04 4.90296534e+02
6.12806984e+05 6.42330791e+03 1.07941155e-01 6.37601591e+02
4.18661474e+02 1.79270427e+04 1.22743167e+04 4.34960217e+08
3.05167387e+03 9.69660339e+06 9.75940662e-02 2.52662837e-02
7.45124590e+03 5.19247342e+04 6.26424473e+02]
iteration # 32300; log-lik = 233166.234905
[ 3.20016107e+05 1.34729471e+08 2.66232841e+04 6.23845449e+04
3.23740410e+03 2.84454119e+04 4.33027608e+04 1.54383398e+03
4.35518629e+03 5.38443469e+03 1.76766399e+04 4.90158645e+02
6.07916460e+05 6.42114248e+03 1.08600980e-01 6.37726040e+02
4.18653234e+02 1.79281093e+04 1.22763539e+04 4.32536581e+08
3.05130413e+03 9.64234085e+06 9.75936198e-02 2.52676578e-02
7.45076173e+03 5.19184377e+04 6.26331704e+02]
iteration # 32400; log-lik = 233166.234956
[ 3.20178918e+05 1.34623850e+08 2.66251139e+04 6.23856321e+04
3.23773363e+03 2.84494667e+04 4.33343506e+04 1.54501746e+03
4.35483810e+03 5.38526347e+03 1.76769166e+04 4.90188614e+02
6.07033888e+05 6.42063289e+03 1.08676394e-01 6.37570973e+02
4.18536491e+02 1.79275074e+04 1.22753694e+04 4.32102110e+08
3.05105823e+03 9.63266045e+06 9.76031446e-02 2.52714577e-02
7.45099872e+03 5.19209548e+04 6.26408711e+02]
iteration # 32500; log-lik = 233166.235064
[ 3.20448550e+05 1.34602298e+08 2.66227505e+04 6.23871187e+04
3.23735079e+03 2.84454726e+04 4.33519172e+04 1.54541835e+03
4.35553787e+03 5.38433201e+03 1.76754550e+04 4.90040540e+02
6.06278790e+05 6.41919021e+03 1.08646009e-01 6.37694760e+02
4.18693934e+02 1.79282498e+04 1.22762410e+04 4.32194420e+08
3.05043225e+03 9.63669296e+06 9.75880790e-02 2.52713500e-02
7.44850445e+03 5.19242776e+04 6.26484416e+02]
iteration # 32600; log-lik = 233166.235163
[ 3.20778438e+05 1.34368829e+08 2.66226021e+04 6.23901916e+04
3.23892924e+03 2.84639449e+04 4.33421012e+04 1.54559233e+03
4.35494095e+03 5.38317240e+03 1.76723066e+04 4.89985496e+02
6.04499985e+05 6.41796716e+03 1.08942594e-01 6.37839978e+02
4.18697276e+02 1.79259072e+04 1.22712662e+04 4.31599960e+08
3.05011285e+03 9.62403720e+06 9.76079890e-02 2.52800514e-02
7.44723610e+03 5.19220346e+04 6.26466644e+02]
iteration # 32700; log-lik = 233166.235224
[ 3.20996208e+05 1.34345335e+08 2.66223522e+04 6.23890664e+04
3.23888068e+03 2.84631578e+04 4.33386793e+04 1.54542915e+03
4.35529825e+03 5.38325273e+03 1.76733989e+04 4.89903029e+02
6.03999708e+05 6.41885208e+03 1.09017367e-01 6.37727043e+02
4.18661219e+02 1.79261036e+04 1.22728635e+04 4.31227853e+08
3.05072936e+03 9.61784137e+06 9.76089479e-02 2.52790727e-02
7.44602061e+03 5.19197250e+04 6.26469850e+02]
iteration # 32800; log-lik = 233166.235282
[ 3.21307652e+05 1.34223516e+08 2.66202323e+04 6.23888777e+04
3.23930561e+03 2.84676001e+04 4.33713400e+04 1.54731543e+03
4.35619420e+03 5.38186868e+03 1.76729142e+04 4.89771497e+02
6.02810412e+05 6.41830399e+03 1.09118654e-01 6.37875620e+02
4.18762937e+02 1.79273879e+04 1.22732362e+04 4.30515072e+08
3.05064827e+03 9.60347853e+06 9.76209810e-02 2.52847922e-02
7.44342384e+03 5.19307305e+04 6.26619166e+02]
iteration # 32900; log-lik = 233166.235339
[ 3.21526284e+05 1.34277845e+08 2.66213132e+04 6.23914045e+04
3.23981378e+03 2.84737189e+04 4.33792004e+04 1.54784482e+03
4.35631576e+03 5.38095160e+03 1.76714595e+04 4.89701661e+02
6.02567786e+05 6.41834323e+03 1.09099013e-01 6.37905328e+02
4.18783017e+02 1.79271986e+04 1.22732073e+04 4.30297176e+08
3.05098953e+03 9.59968625e+06 9.76310560e-02 2.52880830e-02
7.44190087e+03 5.19457955e+04 6.26823042e+02]
iteration # 33000; log-lik = 233166.235404
[ 3.22287197e+05 1.33925491e+08 2.66208012e+04 6.23945653e+04
3.24001430e+03 2.84756576e+04 4.33590743e+04 1.54665902e+03
4.35694726e+03 5.38064035e+03 1.76718812e+04 4.89795342e+02
5.99696348e+05 6.41902602e+03 1.09708406e-01 6.37959325e+02
4.18719688e+02 1.79289936e+04 1.22761522e+04 4.27975749e+08
3.05131087e+03 9.54740757e+06 9.76561493e-02 2.52917963e-02
7.44319324e+03 5.19447662e+04 6.26817895e+02]
iteration # 33100; log-lik = 233166.235472
[ 3.22775096e+05 1.33610345e+08 2.66217596e+04 6.23942952e+04
3.24035942e+03 2.84785122e+04 4.33675652e+04 1.54637296e+03
4.35727446e+03 5.37922507e+03 1.76717012e+04 4.89833746e+02
5.97364443e+05 6.41908463e+03 1.10148348e-01 6.38085364e+02
4.18839917e+02 1.79300360e+04 1.22764151e+04 4.26301240e+08
3.05108859e+03 9.50995056e+06 9.76722331e-02 2.52971277e-02
7.44261278e+03 5.19558165e+04 6.26928922e+02]
iteration # 33200; log-lik = 233166.235534
[ 3.22540272e+05 1.33578686e+08 2.66207472e+04 6.23961823e+04
3.24048073e+03 2.84813518e+04 4.33532607e+04 1.54563691e+03
4.35717900e+03 5.37960994e+03 1.76747414e+04 4.89878509e+02
5.97691207e+05 6.41860102e+03 1.10229616e-01 6.38191291e+02
4.18850628e+02 1.79314954e+04 1.22745357e+04 4.26277868e+08
3.05102824e+03 9.50855037e+06 9.76831788e-02 2.52986617e-02
7.44287997e+03 5.19463371e+04 6.26744947e+02]
iteration # 33300; log-lik = 233166.235568
[ 3.22696607e+05 1.33450906e+08 2.66212102e+04 6.23989508e+04
3.24042503e+03 2.84805811e+04 4.33575132e+04 1.54543247e+03
4.35682100e+03 5.37905979e+03 1.76735938e+04 4.89887393e+02
5.96712759e+05 6.41699236e+03 1.10368262e-01 6.38225245e+02
4.18881885e+02 1.79313809e+04 1.22748428e+04 4.25915635e+08
3.05103771e+03 9.50045076e+06 9.76817317e-02 2.52987341e-02
7.44278221e+03 5.19413008e+04 6.26692992e+02]
iteration # 33400; log-lik = 233166.235637
[ 3.23219002e+05 1.33258745e+08 2.66237656e+04 6.24006374e+04
3.24012120e+03 2.84779302e+04 4.33551544e+04 1.54539632e+03
4.35664954e+03 5.37929911e+03 1.76768394e+04 4.89813728e+02
5.94823629e+05 6.41596203e+03 1.10603289e-01 6.38046967e+02
4.18813018e+02 1.79317854e+04 1.22753880e+04 4.25038961e+08
3.05178110e+03 9.48204886e+06 9.76805395e-02 2.52975263e-02
7.44184319e+03 5.19484140e+04 6.26764438e+02]
iteration # 33500; log-lik = 233166.235733
[ 3.23641157e+05 1.32999521e+08 2.66210060e+04 6.23977386e+04
3.23987752e+03 2.84755236e+04 4.33469756e+04 1.54549108e+03
4.35577222e+03 5.38105806e+03 1.76781410e+04 4.89818201e+02
5.92967455e+05 6.41743989e+03 1.10997697e-01 6.38193419e+02
4.18984368e+02 1.79325509e+04 1.22755869e+04 4.23266547e+08
3.05242401e+03 9.44408338e+06 9.77025280e-02 2.53011510e-02
7.44181538e+03 5.19656342e+04 6.26971129e+02]
iteration # 33600; log-lik = 233166.235771
[ 3.23770031e+05 1.32926888e+08 2.66202843e+04 6.23982209e+04
3.24006666e+03 2.84779729e+04 4.33258691e+04 1.54475712e+03
4.35505300e+03 5.38163038e+03 1.76776247e+04 4.89806235e+02
5.92366504e+05 6.41666264e+03 1.11147505e-01 6.38180453e+02
4.19051905e+02 1.79324557e+04 1.22744646e+04 4.22897099e+08
3.05284982e+03 9.43630152e+06 9.77080385e-02 2.53016698e-02
7.44129001e+03 5.19683486e+04 6.26973576e+02]
iteration # 33700; log-lik = 233166.235801
[ 3.23546191e+05 1.33079442e+08 2.66164672e+04 6.23929758e+04
3.24042424e+03 2.84819688e+04 4.33316866e+04 1.54511244e+03
4.35461728e+03 5.38126887e+03 1.76768745e+04 4.89746910e+02
5.93406842e+05 6.41736533e+03 1.10955033e-01 6.38171508e+02
4.19073636e+02 1.79325590e+04 1.22729527e+04 4.23542531e+08
3.05322793e+03 9.45157096e+06 9.77056790e-02 2.53020172e-02
7.43954651e+03 5.19772771e+04 6.27087153e+02]
iteration # 33800; log-lik = 233166.235814
[ 3.23769518e+05 1.33024455e+08 2.66161331e+04 6.23915505e+04
3.24027908e+03 2.84808016e+04 4.33105402e+04 1.54394751e+03
4.35449573e+03 5.38133308e+03 1.76763940e+04 4.89795286e+02
5.92738790e+05 6.41704589e+03 1.11062959e-01 6.38105010e+02
4.19020515e+02 1.79326132e+04 1.22725476e+04 4.23413013e+08
3.05299246e+03 9.44769124e+06 9.76957945e-02 2.52998761e-02
7.43988293e+03 5.19811878e+04 6.27130836e+02]
iteration # 33900; log-lik = 233166.235820
[ 3.23665324e+05 1.33083582e+08 2.66142219e+04 6.23918401e+04
3.24021321e+03 2.84810662e+04 4.33043874e+04 1.54381158e+03
4.35425173e+03 5.38161596e+03 1.76758661e+04 4.89813240e+02
5.93213982e+05 6.41690819e+03 1.10987555e-01 6.38142639e+02
4.19006228e+02 1.79325024e+04 1.22717352e+04 4.23758507e+08
3.05300209e+03 9.45494288e+06 9.76935724e-02 2.52993116e-02
7.44010358e+03 5.19807931e+04 6.27122498e+02]
iteration # 34000; log-lik = 233166.235823
[ 3.23677431e+05 1.33117643e+08 2.66135817e+04 6.23908155e+04
3.24015441e+03 2.84805313e+04 4.33000303e+04 1.54349660e+03
4.35434398e+03 5.38143673e+03 1.76751806e+04 4.89813151e+02
5.93372590e+05 6.41734298e+03 1.10974054e-01 6.38163465e+02
4.19017542e+02 1.79326687e+04 1.22722664e+04 4.23786843e+08
3.05310999e+03 9.45588773e+06 9.76918319e-02 2.52989634e-02
7.43993829e+03 5.19812819e+04 6.27132852e+02]
iteration # 34100; log-lik = 233166.235824
[ 3.23778729e+05 1.33075638e+08 2.66135950e+04 6.23901726e+04
3.24020674e+03 2.84811261e+04 4.32998333e+04 1.54344810e+03
4.35437873e+03 5.38129510e+03 1.76748858e+04 4.89814500e+02
5.92999241e+05 6.41755298e+03 1.11033033e-01 6.38135859e+02
4.18981326e+02 1.79326112e+04 1.22722417e+04 4.23601266e+08
3.05313060e+03 9.45178547e+06 9.76920519e-02 2.52989855e-02
7.43984257e+03 5.19823682e+04 6.27146496e+02]
iteration # 34200; log-lik = 233166.235825
[ 3.23754494e+05 1.33071935e+08 2.66133209e+04 6.23898964e+04
3.24009545e+03 2.84803887e+04 4.33023794e+04 1.54353677e+03
4.35427811e+03 5.38154086e+03 1.76744890e+04 4.89834091e+02
5.93032220e+05 6.41759994e+03 1.11028115e-01 6.38151549e+02
4.18969701e+02 1.79325693e+04 1.22721909e+04 4.23604738e+08
3.05308451e+03 9.45173893e+06 9.76919183e-02 2.52989453e-02
7.44004351e+03 5.19819943e+04 6.27144052e+02]
iteration # 34300; log-lik = 233166.235825
[ 3.23796651e+05 1.33064419e+08 2.66131447e+04 6.23894390e+04
3.24008122e+03 2.84802880e+04 4.33044470e+04 1.54360304e+03
4.35429135e+03 5.38155025e+03 1.76743119e+04 4.89827285e+02
5.92922621e+05 6.41770647e+03 1.11032029e-01 6.38118205e+02
4.18945784e+02 1.79325216e+04 1.22721038e+04 4.23590673e+08
3.05312261e+03 9.45152661e+06 9.76906305e-02 2.52987089e-02
7.43993747e+03 5.19828986e+04 6.27154364e+02]
iteration # 34400; log-lik = 233166.235826
[ 3.23821958e+05 1.33061271e+08 2.66134140e+04 6.23896106e+04
3.24009813e+03 2.84804360e+04 4.33075196e+04 1.54370874e+03
4.35434534e+03 5.38143933e+03 1.76741740e+04 4.89814999e+02
5.92855236e+05 6.41763601e+03 1.11030681e-01 6.38099993e+02
4.18940957e+02 1.79325521e+04 1.22721282e+04 4.23591046e+08
3.05312275e+03 9.45165551e+06 9.76903733e-02 2.52988481e-02
7.43987095e+03 5.19823528e+04 6.27146572e+02]
iteration # 34500; log-lik = 233166.235826
[ 3.23819221e+05 1.33061997e+08 2.66133552e+04 6.23896474e+04
3.24005837e+03 2.84798382e+04 4.33081399e+04 1.54375072e+03
4.35433865e+03 5.38141754e+03 1.76740390e+04 4.89816115e+02
5.92872601e+05 6.41774262e+03 1.11024892e-01 6.38103827e+02
4.18947330e+02 1.79325445e+04 1.22722401e+04 4.23598898e+08
3.05313485e+03 9.45183455e+06 9.76898349e-02 2.52986951e-02
7.43996143e+03 5.19819623e+04 6.27143996e+02]
iteration # 34600; log-lik = 233166.235826
[ 3.23812507e+05 1.33072669e+08 2.66133416e+04 6.23895863e+04
3.24005705e+03 2.84799068e+04 4.33082389e+04 1.54375011e+03
4.35434737e+03 5.38142197e+03 1.76740339e+04 4.89812610e+02
5.92930932e+05 6.41773665e+03 1.11011463e-01 6.38096949e+02
4.18942381e+02 1.79325881e+04 1.22721875e+04 4.23655181e+08
3.05312014e+03 9.45309413e+06 9.76891816e-02 2.52986337e-02
7.43994391e+03 5.19816883e+04 6.27140084e+02]
Optimization terminated successfully.
Current function value: -233166.235826
Iterations: 34620
Function evaluations: 42029
HJCFIT Fitting finished: 2016/02/11 12:56:41
CPU time in simplex= 4080.174974
Wallclock time in simplex= 4082.1152200698853
result=
final_simplex: (array([[ 12.68788593, 18.70650742, 10.18916981, 11.04115229,
8.08335051, 10.25695938, 10.67609537, 7.34196578,
8.37893335, 8.59070079, 9.77984581, 6.1940216 ,
13.29296337, 8.76681865, -2.19825958, 6.45847678,
6.0377202 , 9.79437422, 9.41509141, 19.86456259,
8.02392032, 16.06198485, -2.32596976, -3.67700964,
8.91461925, 10.85864698, 6.44116964],
[ 12.68789239, 18.70651184, 10.18916925, 11.04115246,
8.08334836, 10.25695674, 10.67609691, 7.34196963,
8.37893486, 8.59069872, 9.7798461 , 6.19401887,
13.29296339, 8.76682175, -2.1982655 , 6.45848182,
6.03772546, 9.79437575, 9.41509381, 19.86455791,
8.02392114, 16.06198294, -2.32597024, -3.67700909,
8.91461609, 10.85864837, 6.44117121],
[ 12.68789062, 18.70648293, 10.18916878, 11.04115321,
8.08335024, 10.25695762, 10.67610218, 7.34197981,
8.37893269, 8.59069881, 9.77984855, 6.19401651,
13.29293525, 8.76681886, -2.19825065, 6.45848287,
6.03772801, 9.79437318, 9.41508928, 19.86455348,
8.02391974, 16.06197787, -2.32597076, -3.67700887,
8.91461334, 10.85864957, 6.4411724 ],
[ 12.68788828, 18.70648376, 10.18916986, 11.04115213,
8.08334984, 10.2569571 , 10.67609671, 7.34196661,
8.37893329, 8.59070048, 9.77984753, 6.19402023,
13.29293831, 8.76681951, -2.19823586, 6.45847811,
6.03772346, 9.79437379, 9.41509126, 19.8645455 ,
8.02392073, 16.06196922, -2.32597041, -3.67701005,
8.91461795, 10.85864479, 6.44116735],
[ 12.68790341, 18.70645888, 10.18917072, 11.04115372,
8.08335035, 10.25695842, 10.6760972 , 7.34196893,
8.37893288, 8.59070185, 9.77984827, 6.19402059,
13.29289878, 8.76681752, -2.19819659, 6.45847865,
6.03772601, 9.79437442, 9.41509004, 19.86450709,
8.0239209 , 16.06192856, -2.32596745, -3.67700768,
8.91461709, 10.85864636, 6.44116807],
[ 12.68789501, 18.70648695, 10.18916892, 11.0411526 ,
8.08335084, 10.25695882, 10.67608744, 7.34195428,
8.37893327, 8.59069944, 9.77984825, 6.19401844,
13.29293604, 8.76682027, -2.19823711, 6.45847951,
6.03772416, 9.79437273, 9.41508828, 19.86455716,
8.0239207 , 16.06198083, -2.32597186, -3.67701033,
8.91461465, 10.85864743, 6.44117016],
[ 12.68787966, 18.70648578, 10.18916866, 11.04115313,
8.08334958, 10.25695918, 10.67609559, 7.34196963,
8.37892908, 8.59070644, 9.77984565, 6.19402572,
13.29294899, 8.76681722, -2.19823874, 6.45848 ,
6.03772264, 9.79437332, 9.41508747, 19.86454898,
8.02391772, 16.06196933, -2.32596802, -3.67700836,
8.91462085, 10.85864628, 6.44116906],
[ 12.68789811, 18.70647987, 10.18916898, 11.0411523 ,
8.08335018, 10.25695854, 10.67609802, 7.34196998,
8.37893322, 8.59070082, 9.77984758, 6.19401973,
13.29292625, 8.76682116, -2.19822569, 6.45847955,
6.03772442, 9.79437423, 9.41509074, 19.86452935,
8.02392147, 16.06195298, -2.32596877, -3.67700809,
8.91461634, 10.85864776, 6.44117064],
[ 12.68789589, 18.70648884, 10.18916859, 11.04115284,
8.08334856, 10.25695574, 10.67608316, 7.34194837,
8.37893205, 8.59070007, 9.77984666, 6.19402335,
13.29293694, 8.7668207 , -2.19822262, 6.45848586,
6.03772778, 9.79437508, 9.41509301, 19.86453193,
8.02391973, 16.06195395, -2.32597036, -3.67700998,
8.91461994, 10.85864811, 6.44117061],
[ 12.68790772, 18.70645275, 10.18916847, 11.0411518 ,
8.08335179, 10.25696139, 10.67609479, 7.34196971,
8.37893192, 8.59070359, 9.77984789, 6.19402188,
13.29289175, 8.76682423, -2.19817565, 6.45848191,
6.03772432, 9.79437432, 9.41508946, 19.86448273,
8.02392025, 16.06190473, -2.32596485, -3.67700539,
8.91461776, 10.85864893, 6.44117148],
[ 12.68788517, 18.70648183, 10.18916722, 11.04115216,
8.08334954, 10.25695791, 10.67609536, 7.34197074,
8.37893237, 8.59070131, 9.77984704, 6.1940227 ,
13.29294241, 8.76682063, -2.19822639, 6.45848549,
6.03772959, 9.79437474, 9.41509095, 19.86452682,
8.02392031, 16.0619492 , -2.32596728, -3.67700747,
8.91461882, 10.85864794, 6.44117043],
[ 12.6878753 , 18.7064912 , 10.18916963, 11.04115177,
8.08335115, 10.25695959, 10.67609699, 7.34197273,
8.37893148, 8.5907029 , 9.7798483 , 6.19402105,
13.2929613 , 8.766823 , -2.19824385, 6.4584819 ,
6.0377283 , 9.7943736 , 9.41508945, 19.86454309,
8.02392133, 16.06196551, -2.32596733, -3.67700729,
8.91461737, 10.85864814, 6.44117054],
[ 12.68791902, 18.70644942, 10.1891677 , 11.04115269,
8.08334987, 10.25695745, 10.67610314, 7.34197931,
8.37893396, 8.59069768, 9.77984482, 6.19402014,
13.2928777 , 8.76682375, -2.19818185, 6.45848445,
6.03772829, 9.79437427, 9.4150928 , 19.86447859,
8.02392135, 16.06190291, -2.32596668, -3.67700625,
8.9146177 , 10.85864942, 6.44117225],
[ 12.68789164, 18.70647095, 10.18916899, 11.04115336,
8.08334687, 10.25695375, 10.67609657, 7.34197068,
8.37893037, 8.59070414, 9.77984657, 6.19402141,
13.29292486, 8.76682251, -2.19822515, 6.4584824 ,
6.03772712, 9.79437297, 9.41509107, 19.86452927,
8.02392214, 16.06195322, -2.32596998, -3.67701024,
8.91461696, 10.85864615, 6.44116941],
[ 12.68788627, 18.70650892, 10.18916795, 11.04115154,
8.08335042, 10.25695888, 10.67609123, 7.34195918,
8.37893394, 8.59069789, 9.77984559, 6.1940208 ,
13.29296581, 8.76682178, -2.19825749, 6.4584811 ,
6.03772195, 9.79437488, 9.41509223, 19.8645641 ,
8.02391989, 16.0619866 , -2.32597084, -3.6770101 ,
8.91461731, 10.8586473 , 6.44117024],
[ 12.68789514, 18.70647612, 10.18916909, 11.04115227,
8.0833505 , 10.25695844, 10.67609588, 7.34196639,
8.37893186, 8.59069957, 9.77984735, 6.19401941,
13.29292523, 8.76682044, -2.1982243 , 6.45848094,
6.0377276 , 9.79437373, 9.41508953, 19.86453477,
8.02392099, 16.06195787, -2.32596969, -3.67700831,
8.91461559, 10.85864782, 6.44117026],
[ 12.68788283, 18.70648905, 10.18916968, 11.04115263,
8.08334799, 10.25695541, 10.67609781, 7.34196342,
8.37893163, 8.59070285, 9.77984899, 6.19402194,
13.29294617, 8.76681636, -2.19824202, 6.45847912,
6.03772417, 9.7943746 , 9.41509181, 19.86454526,
8.02392217, 16.06196882, -2.32597044, -3.67701065,
8.91461659, 10.85864736, 6.4411698 ],
[ 12.68789815, 18.7064649 , 10.18916999, 11.04115226,
8.08334937, 10.25695776, 10.67610336, 7.34198283,
8.3789324 , 8.59070235, 9.7798475 , 6.19402228,
13.29291204, 8.76682092, -2.19821633, 6.45847858,
6.0377253 , 9.79437373, 9.41508911, 19.86451518,
8.02392071, 16.06193618, -2.32596748, -3.67700729,
8.91461846, 10.85864987, 6.44117237],
[ 12.68789172, 18.70644705, 10.18916736, 11.04115195,
8.08335202, 10.25696037, 10.6761055 , 7.34198003,
8.37893086, 8.59070389, 9.77984999, 6.1940218 ,
13.29289939, 8.76682111, -2.19818791, 6.45848407,
6.03772727, 9.79437417, 9.41508821, 19.86449632,
8.0239181 , 16.0619187 , -2.32596555, -3.67700471,
8.91461744, 10.85864587, 6.44116931],
[ 12.68789531, 18.70647579, 10.18916916, 11.04115148,
8.0833501 , 10.25695926, 10.67609716, 7.34195997,
8.37893265, 8.59070124, 9.77984543, 6.19402163,
13.29292331, 8.76682083, -2.19821849, 6.45847805,
6.0377183 , 9.79437365, 9.41508945, 19.86453644,
8.02391936, 16.06195904, -2.32597021, -3.67700933,
8.91461638, 10.85864528, 6.44116797],
[ 12.6878969 , 18.70647003, 10.18916952, 11.04115254,
8.08334923, 10.25695634, 10.67609523, 7.34196603,
8.37893292, 8.59070123, 9.77984773, 6.19402255,
13.29291808, 8.76682144, -2.19820643, 6.45848233,
6.03772799, 9.79437421, 9.41509332, 19.86450547,
8.02392238, 16.06192841, -2.32596758, -3.67700836,
8.91461911, 10.85864739, 6.44117063],
[ 12.68790294, 18.70645667, 10.18916887, 11.04115297,
8.08334836, 10.25695674, 10.67609677, 7.34196782,
8.37893169, 8.59070436, 9.77984882, 6.19402224,
13.29289828, 8.76681972, -2.1981907 , 6.45848351,
6.0377268 , 9.79437456, 9.4150911 , 19.86449651,
8.02391983, 16.06191876, -2.32596711, -3.67700727,
8.91461892, 10.85864688, 6.44116979],
[ 12.68789709, 18.70647865, 10.18916871, 11.04115187,
8.08335002, 10.25695905, 10.67609702, 7.34196722,
8.37893304, 8.59070354, 9.77984845, 6.19401928,
13.29292556, 8.76682136, -2.19822324, 6.4584787 ,
6.03772196, 9.79437358, 9.41508965, 19.86452942,
8.02392198, 16.06195309, -2.32596883, -3.67700836,
8.91461557, 10.85864814, 6.44117105],
[ 12.68790349, 18.70647791, 10.18916969, 11.04115334,
8.0833492 , 10.25695756, 10.67608591, 7.34195271,
8.37893261, 8.59070204, 9.77984849, 6.19402286,
13.29291651, 8.76681744, -2.19820721, 6.45848236,
6.03772629, 9.79437464, 9.41509219, 19.86451301,
8.02392171, 16.06193627, -2.32596868, -3.67700908,
8.914616 , 10.85865073, 6.44117335],
[ 12.68788785, 18.70649241, 10.18917131, 11.04115356,
8.08335084, 10.25695887, 10.67609014, 7.34196003,
8.37893368, 8.59069996, 9.77984824, 6.19402174,
13.29294868, 8.76681963, -2.19823062, 6.45848122,
6.03772777, 9.79437462, 9.41509281, 19.86453313,
8.02392152, 16.06195608, -2.3259675 , -3.67700814,
8.91461868, 10.8586458 , 6.44116812],
[ 12.68788048, 18.70650989, 10.18917036, 11.04115243,
8.08334765, 10.25695497, 10.67609721, 7.3419663 ,
8.37893424, 8.59070351, 9.77984765, 6.19402176,
13.29297426, 8.76682128, -2.19827031, 6.45847618,
6.0377241 , 9.79437411, 9.41509246, 19.86456461,
8.02392078, 16.06198813, -2.32597074, -3.6770109 ,
8.91461867, 10.85864769, 6.44117064],
[ 12.68789866, 18.70646916, 10.18916889, 11.04115151,
8.08335049, 10.25695907, 10.6760906 , 7.34196098,
8.37893202, 8.5907034 , 9.77984766, 6.19401996,
13.29291446, 8.76682217, -2.1982029 , 6.4584826 ,
6.03772958, 9.79437379, 9.41508918, 19.86451313,
8.02391946, 16.06193697, -2.32596799, -3.6770075 ,
8.91461546, 10.85864945, 6.44117214],
[ 12.68789596, 18.70646332, 10.18916949, 11.04115303,
8.08334953, 10.25695694, 10.6761028 , 7.34197631,
8.37893349, 8.5907012 , 9.779848 , 6.1940212 ,
13.29291213, 8.76682067, -2.19820932, 6.45848375,
6.03772757, 9.79437371, 9.41509202, 19.86450857,
8.0239201 , 16.06193161, -2.3259675 , -3.6770072 ,
8.9146183 , 10.8586464 , 6.44116982]]), array([-233166.23582622, -233166.23582621, -233166.23582621,
-233166.23582621, -233166.23582621, -233166.2358262 ,
-233166.2358262 , -233166.2358262 , -233166.2358262 ,
-233166.2358262 , -233166.2358262 , -233166.2358262 ,
-233166.23582619, -233166.23582619, -233166.23582619,
-233166.23582619, -233166.23582619, -233166.23582618,
-233166.23582618, -233166.23582618, -233166.23582618,
-233166.23582618, -233166.23582617, -233166.23582617,
-233166.23582616, -233166.23582616, -233166.23582616,
-233166.23582615]))
fun: -233166.2358262224
message: 'Optimization terminated successfully.'
nfev: 42029
nit: 34620
status: 0
success: True
x: array([ 12.68788593, 18.70650742, 10.18916981, 11.04115229,
8.08335051, 10.25695938, 10.67609537, 7.34196578,
8.37893335, 8.59070079, 9.77984581, 6.1940216 ,
13.29296337, 8.76681865, -2.19825958, 6.45847678,
6.0377202 , 9.79437422, 9.41509141, 19.86456259,
8.02392032, 16.06198485, -2.32596976, -3.67700964,
8.91461925, 10.85864698, 6.44116964])
Final log-likelihood = 233166.235826
Number of iterations = 34620
Number of evaluations = 42029
Final rate constants:
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 323801.49264
From A3F3 to A3F3O beta3fff 133086176.511
From A3F2O to A3F2 alpha3ff 26613.3915667
From A3F2 to A3F2O beta3ff 62389.5010804
From A2F2O to A2F2 alpha2ff 3240.0709613
From A2F2 to A2F2O beta2ff 28480.0573515
From A3F1O to A3F1 alpha3f 43308.117803
From A3F1 to A3F1O beta3f 1543.74378808
From A2F1O to A2F1 alpha2f 4354.36187098
From A2F1 to A2F1O beta2f 5381.38358602
From A1F1O to A1F1 alpha1f 17673.9275542
From A1F1 to A1F1O beta1f 489.811978097
From A3F3 to A3F2 gama3fff 593008.117043
From A3F2 to A3F3 delta3fff 6417.72292858
From A3F2 to A2F2 3kff(-3) 0.110996170104
From A2F2 to A3F2 kff(+3) 3.18158427412
From A3F2 to A3F1 gama3ff 638.088368674
From A3F1 to A3F2 delta3ff 418.936852784
From A2F2 to A2F1 gama2ff 17932.575921
From A2F1 to A2F2 delta2ff 12272.1949429
From A3F1 to A2F1 3kf(-3) 14181515.6666
From A2F1 to A3F1 kf(+3) 423711173.011
From A3F1 to A3R gama3f 3053.1231249
From A3R to A3F1 delta3f 855.0226929
From A2F1 to A1F1 2kf(-2) 9454343.77772
From A1F1 to A2F1 2kf(+2) 847422346.022
From A2F1 to A2R gama2f 0.0976886635273
From A2R to A2F1 delta2f 0.0252985133918
From A1F1 to A1R gama1f 7439.94882271
From A1R to A1F1 delta1f 1781.71523088
From A3R to A2R 3k(-3) 1881.41969695
From A2R to A3R k(+3) 51981.6983189
From A2R to A1R 2k(-2) 1254.27979796
From A1R to A2R 2k(+2) 103963.396638
From A1R to R k(-1) 627.139898982
From R to A1R 3k(+1) 155945.094957
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 3.533207584e+14
backward product = 3.533207584e+14
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 6.157365344e+13
backward product = 6.157365344e+13
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.850021604e+14
backward product = 1.850021604e+14
Raw
fitGlyRke4.py gcc run 1 long double
This file has been truncated, but you can view the full file.
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keA.scn
Concentration of agonist = 300.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = 0.600 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for bursts calculated asin Colquhoun, Hawkes & Srodzinski, (1996, eqs 5.8, 5.11).
Number of resolved intervals = 11662
Number of resolved periods = 11088
Number of open periods = 5544
Mean and SD of open periods = 0.397568729 +/- 1.362546164 ms
Range of open periods from 0.040033814 ms to 83.755209722 ms
Number of shut intervals = 5544
Mean and SD of shut periods = 109.531529248 +/- 2942.205429077 ms
Range of shut periods from 0.040052371 ms to 204117.309570312 ms
Last shut period = 10.665501468 ms
Number of bursts = 4618
Average length = 0.504651324 ms
Range: 0.040 to 83.755 millisec
Average number of openings= 1.200519706
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keB.scn
Concentration of agonist = 3000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -70.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14296
Number of resolved periods = 12338
Number of open periods = 6169
Mean and SD of open periods = 0.568432008 +/- 0.781032231 ms
Range of open periods from 0.040003666 ms to 23.221036885 ms
Number of shut intervals = 6169
Mean and SD of shut periods = 3.801412648 +/- 35.561904311 ms
Range of shut periods from 0.040001163 ms to 2761.569499969 ms
Last shut period = 0.373572315 ms
Number of bursts = 3
Average length = 8038.560359078 ms
Range: 1572.336 to 17533.538 millisec
Average number of openings= 2056.333333333
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keC.scn
Concentration of agonist = 30000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 7569
Number of resolved periods = 5810
Number of open periods = 2905
Mean and SD of open periods = 0.764939965 +/- 1.200268148 ms
Range of open periods from 0.040136722 ms to 20.713106598 ms
Number of shut intervals = 2905
Mean and SD of shut periods = 76.107278466 +/- 2832.809209824 ms
Range of shut periods from 0.037358772 ms to 109791.648864746 ms
Last shut period = 0.037358772 ms
Number of bursts = 5
Average length = 886.178571851 ms
Range: 0.222 to 2465.916 millisec
Average number of openings= 581.000000000
Data loaded from file: ../../DCPYPS/dcpyps/samples/glydemo/keD.scn
Concentration of agonist = 100000.000 microMolar
Resolution for HJC calculations = 40.0 microseconds
Critical gap length to define end of group (tcrit) = -20.000 milliseconds
(defined so that all openings in a group prob come from same channel)
Initial and final vectors for are calculated as for steady state openings and shuttings (this involves a slight approximation at start and end of bursts that are defined by shut times that have been set as bad).
Number of resolved intervals = 14723
Number of resolved periods = 12210
Number of open periods = 6105
Mean and SD of open periods = 0.888958726 +/- 1.245775257 ms
Range of open periods from 0.040174076 ms to 21.068737711 ms
Number of shut intervals = 6105
Mean and SD of shut periods = 5.588796455 +/- 134.609654546 ms
Range of shut periods from 0.037023197 ms to 7994.186401367 ms
Last shut period = 0.037023197 ms
Number of bursts = 25
Average length = 478.491306786 ms
Range: 0.073 to 3397.090 millisec
Average number of openings= 244.200000000
class dcpyps.Mechanism
Values of unit rates [1/sec]:
From A3F3O to A3F3 alpha3fff 164180.872344
From A3F3 to A3F3O beta3fff 879798.259388
From A3F2O to A3F2 alpha3ff 17631.1000954
From A3F2 to A3F2O beta3ff 75963.8340657
From A2F2O to A2F2 alpha2ff 18512.6542595
From A2F2 to A2F2O beta2ff 72165.6459847
From A3F1O to A3F1 alpha3f 19957.2751004
From A3F1 to A3F1O beta3f 302.572972131
From A2F1O to A2F1 alpha2f 20555.9927824
From A2F1 to A2F1O beta2f 293.495791624
From A1F1O to A1F1 alpha1f 21154.7104645
From A1F1 to A1F1O beta1f 284.418611117
From A3F3 to A3F2 gama3fff 11673.7928596
From A3F2 to A3F3 delta3fff 2585.56822991
From A3F2 to A2F2 3kff(-3) 26.209768672
From A2F2 to A3F2 kff(+3) 684.568191741
From A3F2 to A3F1 gama3ff 2862.00095617
From A3F1 to A3F2 delta3ff 1741.88100927
From A2F2 to A2F1 gama2ff 11625.274006
From A2F1 to A2F2 delta2ff 8662.55618102
From A3F1 to A2F1 3kf(-3) 1436109.06916
From A2F1 to A3F1 kf(+3) 45923513.6955
From A3F1 to A3R gama3f 2473.77597999
From A3R to A3F1 delta3f 769.546855601
From A2F1 to A1F1 2kf(-2) 957406.04611
From A1F1 to A2F1 2kf(+2) 91847027.3909
From A2F1 to A2R gama2f 0.0997096333233
From A2R to A2F1 delta2f 0.027994525861
From A1F1 to A1R gama1f 7438.33684661
From A1R to A1F1 delta1f 1884.83412534
From A3R to A2R 3k(-3) 1507.83869722
From A2R to A3R k(+3) 43517.4928712
From A2R to A1R 2k(-2) 1005.22579814
From A1R to A2R 2k(+2) 87034.9857424
From A1R to R k(-1) 502.612899072
From R to A1R 3k(+1) 130552.478614
Conductance of state A3F3O (pS) = 50
Conductance of state A3F2O (pS) = 50
Conductance of state A2F2O (pS) = 50
Conductance of state A3F1O (pS) = 50
Conductance of state A2F1O (pS) = 50
Conductance of state A1F1O (pS) = 50
Number of open states = 6
Number of short-lived shut states (within burst) = 9
Number of long-lived shut states (between bursts) = 1
Number of desensitised states = 0
Number of cycles = 3
Cycle 1 is formed of states: A3F2 A2F2 A2F1 A3F1
forward product = 2.437361683e+16
backward product = 2.437361683e+16
Cycle 2 is formed of states: A3F1 A2F1 A2R A3R
forward product = 4.795384982e+12
backward product = 4.795384982e+12
Cycle 3 is formed of states: A2F1 A1F1 A1R A2R
forward product = 1.735157837e+13
backward product = 1.735157837e+13
Starting likelihood = 232502.287977
iteration # 100; log-lik = 232928.154662
[ 1.41924696e+05 9.91282568e+05 1.97840130e+04 7.82168302e+04
1.71306492e+04 7.68160837e+04 1.91299496e+04 3.29285607e+02
2.03109769e+04 3.21385337e+02 1.77876364e+04 3.07427710e+02
9.53885963e+03 3.14538983e+03 2.66831193e+01 2.88401102e+03
1.83802336e+03 9.93511657e+03 9.46742351e+03 4.79548708e+07
2.69765023e+03 9.59381397e+05 9.69674010e-02 2.95029655e-02
7.21696699e+03 4.79948914e+04 4.64842402e+02]
iteration # 200; log-lik = 232979.192057
[ 1.39959379e+05 1.17018226e+06 2.16700680e+04 7.53653081e+04
1.71029252e+04 7.68171076e+04 1.71190644e+04 3.42107973e+02
1.98215160e+04 3.28061884e+02 1.57404148e+04 3.69429873e+02
9.05588107e+03 2.93348168e+03 2.47742706e+01 2.66183859e+03
1.80308002e+03 9.82741621e+03 9.20819434e+03 4.89168093e+07
2.87111595e+03 9.56960899e+05 9.77159540e-02 3.00259005e-02
7.78208260e+03 4.73797799e+04 4.85791261e+02]
iteration # 300; log-lik = 233002.232358
[ 1.47312423e+05 1.12864285e+06 2.11448124e+04 7.36694063e+04
1.69317461e+04 7.74711685e+04 1.62870400e+04 3.92236574e+02
1.86587447e+04 3.48193383e+02 1.38161174e+04 4.13244661e+02
8.41526537e+03 2.83569328e+03 2.60822758e+01 2.44770496e+03
1.67354724e+03 9.51977339e+03 9.21709747e+03 4.62329996e+07
3.12459255e+03 9.75174512e+05 9.66457332e-02 2.93387769e-02
6.59904934e+03 4.70727221e+04 4.82397914e+02]
iteration # 400; log-lik = 233018.988138
[ 1.48644223e+05 1.25062179e+06 1.96390849e+04 7.13821925e+04
1.66352826e+04 7.76746330e+04 1.79133107e+04 4.21464957e+02
1.82306857e+04 3.83449704e+02 1.45437964e+04 4.31136662e+02
8.25161166e+03 2.74034750e+03 2.59165616e+01 2.29627631e+03
1.45026493e+03 9.53446236e+03 9.40284474e+03 4.72968854e+07
2.94066199e+03 9.44090357e+05 9.68547856e-02 2.88592808e-02
6.40567244e+03 4.66407464e+04 4.79943892e+02]
iteration # 500; log-lik = 233039.395788
[ 1.43921724e+05 1.32994457e+06 2.02449694e+04 6.68117594e+04
1.62172011e+04 7.94934703e+04 2.26566069e+04 5.29347681e+02
1.56810436e+04 4.50922832e+02 1.37971980e+04 4.71660034e+02
7.79209469e+03 2.60040045e+03 2.58362305e+01 1.98649454e+03
1.14826360e+03 9.86977844e+03 9.57688621e+03 4.71647054e+07
2.65861372e+03 8.73934049e+05 9.79258969e-02 2.91987287e-02
6.89841492e+03 4.51984767e+04 4.86336071e+02]
iteration # 600; log-lik = 233048.465860
[ 1.46262468e+05 1.28118709e+06 1.98733456e+04 6.65369686e+04
1.60324841e+04 7.98636684e+04 2.37706804e+04 6.30085713e+02
1.37892065e+04 4.95990174e+02 1.39243349e+04 5.00884359e+02
7.72789676e+03 2.63733775e+03 2.52296415e+01 1.89120845e+03
1.00135478e+03 9.99077801e+03 9.63004704e+03 4.87800502e+07
2.43395436e+03 8.51913920e+05 9.89014118e-02 2.94707396e-02
7.67575311e+03 4.49023615e+04 4.86137282e+02]
iteration # 700; log-lik = 233057.149323
[ 1.49512317e+05 1.23011740e+06 2.13138860e+04 6.79315040e+04
1.58888665e+04 8.01013199e+04 2.19366699e+04 7.27702613e+02
1.24049779e+04 5.27515813e+02 1.38621949e+04 5.62421214e+02
7.66341611e+03 2.79009095e+03 2.41159390e+01 1.80736481e+03
9.26036363e+02 9.97574384e+03 9.65850089e+03 4.96878513e+07
2.25527758e+03 8.29899324e+05 9.99611919e-02 3.03854219e-02
8.09623091e+03 4.53338548e+04 4.91714514e+02]
iteration # 800; log-lik = 233060.654072
[ 1.51402885e+05 1.16800642e+06 2.21648039e+04 6.90068340e+04
1.59982553e+04 7.92887719e+04 2.03651434e+04 7.86071809e+02
1.17987841e+04 5.45788246e+02 1.37135087e+04 5.68461400e+02
7.84646994e+03 2.95600780e+03 2.33945732e+01 1.76938109e+03
9.25737084e+02 9.85673993e+03 9.43903120e+03 4.95216116e+07
2.29888914e+03 8.15096090e+05 1.00533576e-01 3.01991878e-02
8.28623854e+03 4.57863064e+04 4.95039580e+02]
iteration # 900; log-lik = 233062.450423
[ 1.48141874e+05 1.14140374e+06 2.23716677e+04 6.85527156e+04
1.58599708e+04 7.94239596e+04 2.15671211e+04 8.22338534e+02
1.10904760e+04 5.64504346e+02 1.39878590e+04 5.58343931e+02
7.85790191e+03 2.96424252e+03 2.37553581e+01 1.71113928e+03
9.07245431e+02 9.97564384e+03 9.45234039e+03 4.91590432e+07
2.25573386e+03 8.04936581e+05 1.00595126e-01 3.01130966e-02
8.37852225e+03 4.56664346e+04 4.91602787e+02]
iteration # 1000; log-lik = 233065.495431
[ 1.48804115e+05 1.07812110e+06 2.37091142e+04 6.88080258e+04
1.55781518e+04 7.93410420e+04 2.24777392e+04 9.35575705e+02
9.00960759e+03 6.37900169e+02 1.41156098e+04 5.59462899e+02
7.69678557e+03 3.11874688e+03 2.43908467e+01 1.57122986e+03
8.72350317e+02 1.00211476e+04 9.34231224e+03 4.64133282e+07
2.30456767e+03 7.63399960e+05 1.02357514e-01 3.02529138e-02
8.26298275e+03 4.58105792e+04 4.90138216e+02]
iteration # 1100; log-lik = 233070.110392
[ 1.46828452e+05 9.88461558e+05 2.47264040e+04 6.84627358e+04
1.51382532e+04 7.86007127e+04 2.36739665e+04 1.06013101e+03
6.15754895e+03 7.41703545e+02 1.48154493e+04 5.26033863e+02
7.44409643e+03 3.24714750e+03 2.62198276e+01 1.44435304e+03
8.90554632e+02 1.01414074e+04 9.39117570e+03 4.10152850e+07
2.63014887e+03 7.29553747e+05 1.04103859e-01 3.04145924e-02
7.80511749e+03 4.61691965e+04 4.94014435e+02]
iteration # 1200; log-lik = 233072.588350
[ 1.52109628e+05 9.70062495e+05 2.49902197e+04 6.83171048e+04
1.48738570e+04 7.78757571e+04 2.37557746e+04 1.14961403e+03
5.18320318e+03 8.23108752e+02 1.53445220e+04 5.20637322e+02
7.56306392e+03 3.44776661e+03 2.67748348e+01 1.36084107e+03
8.66139638e+02 1.02333363e+04 9.45962292e+03 3.90671057e+07
2.65025002e+03 7.08083409e+05 1.05247616e-01 3.05739238e-02
7.57159709e+03 4.63029302e+04 4.95595990e+02]
iteration # 1300; log-lik = 233075.301533
[ 1.66086080e+05 9.65310365e+05 2.54242231e+04 6.86107154e+04
1.49695403e+04 7.77883401e+04 2.23263610e+04 1.15480710e+03
5.27092594e+03 8.65080843e+02 1.52156919e+04 5.00137610e+02
7.31378999e+03 3.66634354e+03 2.76928269e+01 1.32122551e+03
8.67621608e+02 1.02774316e+04 9.42624621e+03 3.61871706e+07
2.70586045e+03 6.80767948e+05 1.05542569e-01 3.06555792e-02
7.31739795e+03 4.62567347e+04 4.95444934e+02]
iteration # 1400; log-lik = 233078.387294
[ 1.78712661e+05 9.58230317e+05 2.55523672e+04 6.83924684e+04
1.48196710e+04 7.74556422e+04 2.14015908e+04 1.25221797e+03
5.01657531e+03 9.58872219e+02 1.50399245e+04 4.90137925e+02
7.36835707e+03 3.95480647e+03 2.81543293e+01 1.22997990e+03
8.38564855e+02 1.02480296e+04 9.49433778e+03 3.40103824e+07
2.69876989e+03 6.55874822e+05 1.06207435e-01 3.05068201e-02
7.05400919e+03 4.62609229e+04 4.97293960e+02]
iteration # 1500; log-lik = 233088.714461
[ 2.34118220e+05 1.02717175e+06 2.61505498e+04 6.55074959e+04
1.45181772e+04 7.76493768e+04 2.25441698e+04 1.27879574e+03
5.29057185e+03 1.23831672e+03 1.51439906e+04 4.09877188e+02
7.04769672e+03 5.04597610e+03 3.23238689e+01 9.87999730e+02
7.54543076e+02 1.04613771e+04 9.62424563e+03 2.53503023e+07
2.78680516e+03 5.61209856e+05 1.06991720e-01 3.09720830e-02
6.31249593e+03 4.48073561e+04 4.88339586e+02]
iteration # 1600; log-lik = 233098.368190
[ 3.16342090e+05 1.23448529e+06 2.64614166e+04 6.06584389e+04
1.38487340e+04 7.72141824e+04 2.35193038e+04 1.31475945e+03
5.53047572e+03 1.66142106e+03 1.51645013e+04 3.72238947e+02
6.88366962e+03 6.50465218e+03 3.56972763e+01 7.52476142e+02
6.21342857e+02 1.05267358e+04 9.78474120e+03 1.88984120e+07
3.02419186e+03 4.68803907e+05 1.08103957e-01 3.16089483e-02
5.88398693e+03 4.31283721e+04 4.89108570e+02]
iteration # 1700; log-lik = 233102.354114
[ 3.38999208e+05 1.20973797e+06 2.54083467e+04 5.97522425e+04
1.36200097e+04 7.69786989e+04 2.32738837e+04 1.47292370e+03
5.64390939e+03 1.85005419e+03 1.49324400e+04 3.77483446e+02
6.37549371e+03 6.72056627e+03 3.69162444e+01 6.90971452e+02
5.48549774e+02 1.03739448e+04 9.82836187e+03 1.75478463e+07
3.23836427e+03 4.48322116e+05 1.08389909e-01 3.13877796e-02
5.75418581e+03 4.25887218e+04 4.87563870e+02]
iteration # 1800; log-lik = 233105.816071
[ 3.27545388e+05 1.20413284e+06 2.50498360e+04 5.92421713e+04
1.34450147e+04 7.62767011e+04 2.47483146e+04 1.48307980e+03
5.43776239e+03 1.90706579e+03 1.51734412e+04 3.82931873e+02
6.68477354e+03 6.88322197e+03 3.59378486e+01 6.87220876e+02
5.31767438e+02 1.02525134e+04 9.73948985e+03 1.74148697e+07
3.18233146e+03 4.46197126e+05 1.08762685e-01 3.11838802e-02
5.96710158e+03 4.28518018e+04 4.92404354e+02]
iteration # 1900; log-lik = 233109.352055
[ 3.72055646e+05 1.23049634e+06 2.43520934e+04 5.81383202e+04
1.30392391e+04 7.50453064e+04 2.56949364e+04 1.60899870e+03
4.80598341e+03 2.28426187e+03 1.51964469e+04 3.73944934e+02
6.47355845e+03 7.57759393e+03 3.64370038e+01 6.36508205e+02
4.76247391e+02 1.02379131e+04 9.71046685e+03 1.55652983e+07
3.33545935e+03 4.15913716e+05 1.09573328e-01 3.12469049e-02
5.91487711e+03 4.29991632e+04 5.00993501e+02]
iteration # 2000; log-lik = 233113.229377
[ 4.01167273e+05 1.34202268e+06 2.36280227e+04 5.72971136e+04
1.27631642e+04 7.45745153e+04 2.92913423e+04 1.57499587e+03
4.89096156e+03 2.52490376e+03 1.49494378e+04 3.83876153e+02
6.51309124e+03 7.60987621e+03 3.48358616e+01 6.30193092e+02
4.37802749e+02 1.01497442e+04 9.59179895e+03 1.49474303e+07
3.05643943e+03 3.81556624e+05 1.10162352e-01 3.18069100e-02
6.65850383e+03 4.31238267e+04 5.10967091e+02]
iteration # 2100; log-lik = 233117.241846
[ 4.66081812e+05 1.44558194e+06 2.37573938e+04 5.67169329e+04
1.23726761e+04 7.38022048e+04 3.19478062e+04 1.58474033e+03
4.88588309e+03 3.02004421e+03 1.47298592e+04 3.74484645e+02
6.29902431e+03 7.99507730e+03 3.51125437e+01 5.81843101e+02
3.90758208e+02 1.02393572e+04 9.52027316e+03 1.28899179e+07
2.99215445e+03 3.31829016e+05 1.11930443e-01 3.21319952e-02
6.77027633e+03 4.32785899e+04 5.21020981e+02]
iteration # 2200; log-lik = 233126.839909
[ 6.17793005e+05 1.69238755e+06 2.56289667e+04 5.76110854e+04
1.10517286e+04 7.23873220e+04 3.87620255e+04 1.68856986e+03
4.47673512e+03 4.62142497e+03 1.48213355e+04 3.94603541e+02
5.24585075e+03 7.40986484e+03 3.83170238e+01 4.61246479e+02
3.16160989e+02 1.07575188e+04 9.23358700e+03 8.20549796e+06
3.08401270e+03 2.15224409e+05 1.21026742e-01 3.37090438e-02
6.89897984e+03 4.38436611e+04 5.42760027e+02]
iteration # 2300; log-lik = 233133.813281
[ 6.49338750e+05 1.71205268e+06 2.75005724e+04 6.14319776e+04
1.04119546e+04 7.19689849e+04 4.12608639e+04 1.67188787e+03
4.40632645e+03 5.15564014e+03 1.52157553e+04 4.18720485e+02
5.04388833e+03 6.35900617e+03 3.86109409e+01 4.48151705e+02
3.18779174e+02 1.11364254e+04 8.88612212e+03 7.17357938e+06
2.99780758e+03 1.73668515e+05 1.27790997e-01 3.47977383e-02
6.91991809e+03 4.49324716e+04 5.47048628e+02]
iteration # 2400; log-lik = 233135.695276
[ 6.26076378e+05 1.70750180e+06 2.76648118e+04 6.26583827e+04
1.03017903e+04 7.17088666e+04 4.09030956e+04 1.68210508e+03
4.49217036e+03 5.09906026e+03 1.59180318e+04 4.20867623e+02
5.19279095e+03 6.11192320e+03 3.79956414e+01 4.55760722e+02
3.27535733e+02 1.12652468e+04 8.78772951e+03 7.12399606e+06
3.06465909e+03 1.68659964e+05 1.29228945e-01 3.50539277e-02
6.87993873e+03 4.56365657e+04 5.44340698e+02]
iteration # 2500; log-lik = 233136.831060
[ 5.87782304e+05 1.70595656e+06 2.81284111e+04 6.33430352e+04
1.02587073e+04 7.15015048e+04 4.21094456e+04 1.71194405e+03
4.49820959e+03 5.07443729e+03 1.59975671e+04 4.33784403e+02
5.27336911e+03 5.79818002e+03 3.66870855e+01 4.65774375e+02
3.31670482e+02 1.12635311e+04 8.75616622e+03 7.17551325e+06
3.00966630e+03 1.66390794e+05 1.29812989e-01 3.52727612e-02
7.05211833e+03 4.62127425e+04 5.47813427e+02]
iteration # 2600; log-lik = 233138.456119
[ 5.65410573e+05 1.73113847e+06 2.86004728e+04 6.36893854e+04
1.01249911e+04 7.04975574e+04 4.45187065e+04 1.73752894e+03
4.48100000e+03 5.30344942e+03 1.61555290e+04 4.30528798e+02
5.49358256e+03 5.73831191e+03 3.45073908e+01 4.67350071e+02
3.31773761e+02 1.12389562e+04 8.68888055e+03 6.96781903e+06
3.04933554e+03 1.61424968e+05 1.30475560e-01 3.54400916e-02
7.05933041e+03 4.70591985e+04 5.57877182e+02]
iteration # 2700; log-lik = 233139.361638
[ 5.13839309e+05 1.71619344e+06 2.83215460e+04 6.35156020e+04
1.01982126e+04 7.01663698e+04 4.47592968e+04 1.79433052e+03
4.49436287e+03 5.10669675e+03 1.63154655e+04 4.36963632e+02
5.87641900e+03 5.80149419e+03 3.24163681e+01 4.77619193e+02
3.37550471e+02 1.11225319e+04 8.73078449e+03 7.40636685e+06
3.03009877e+03 1.71064880e+05 1.29392669e-01 3.50983772e-02
7.08610721e+03 4.75259144e+04 5.63618571e+02]
iteration # 2800; log-lik = 233139.839857
[ 4.93716221e+05 1.74414430e+06 2.85585423e+04 6.35839368e+04
1.00822155e+04 6.97332795e+04 4.70042214e+04 1.82765253e+03
4.46718183e+03 5.24906504e+03 1.65465226e+04 4.40334288e+02
6.09094962e+03 5.72533158e+03 3.11148808e+01 4.77971558e+02
3.34993350e+02 1.11478219e+04 8.71523705e+03 7.25917662e+06
3.01938704e+03 1.67314586e+05 1.30170516e-01 3.52512845e-02
7.09409322e+03 4.80052511e+04 5.71940089e+02]
iteration # 2900; log-lik = 233140.254281
[ 4.63276072e+05 1.80469145e+06 2.86692384e+04 6.32719407e+04
9.96204997e+03 6.92298695e+04 4.80608733e+04 1.89608789e+03
4.52363469e+03 5.34282713e+03 1.69026248e+04 4.45856631e+02
6.66186239e+03 5.87599756e+03 2.89618762e+01 4.75414305e+02
3.28916023e+02 1.11165917e+04 8.68975726e+03 7.42645904e+06
3.01818840e+03 1.69496101e+05 1.30202227e-01 3.52635972e-02
7.11298635e+03 4.87527075e+04 5.78421240e+02]
iteration # 3000; log-lik = 233141.048428
[ 4.49870053e+05 1.86319853e+06 2.84298963e+04 6.31521443e+04
9.82634428e+03 6.88337482e+04 4.90142082e+04 1.88868159e+03
4.43689490e+03 5.43200892e+03 1.69527174e+04 4.45453287e+02
6.97832397e+03 5.88532082e+03 2.78937726e+01 4.85433382e+02
3.31444960e+02 1.11862333e+04 8.62090817e+03 7.48831417e+06
3.01370396e+03 1.71943427e+05 1.30841848e-01 3.52649492e-02
7.03361550e+03 4.92754726e+04 5.87816871e+02]
iteration # 3100; log-lik = 233141.844952
[ 3.89819914e+05 1.99411621e+06 2.81236647e+04 6.18595976e+04
9.61008054e+03 6.80082979e+04 5.12274940e+04 2.00066530e+03
4.34940734e+03 5.56627374e+03 1.72312594e+04 4.60978152e+02
8.35537523e+03 6.17747195e+03 2.46832364e+01 4.97380041e+02
3.25926484e+02 1.12233671e+04 8.53207549e+03 8.04063511e+06
2.89357393e+03 1.82043419e+05 1.30829013e-01 3.52377195e-02
7.20722651e+03 5.06635061e+04 6.05078699e+02]
iteration # 3200; log-lik = 233142.643585
[ 3.88947908e+05 2.10001613e+06 2.76436560e+04 6.17754830e+04
9.45662630e+03 6.77727258e+04 5.08035050e+04 1.98044846e+03
4.31246309e+03 5.67440973e+03 1.73079637e+04 4.61729986e+02
8.90031499e+03 6.32180560e+03 2.38065245e+01 5.08633720e+02
3.25967345e+02 1.13100039e+04 8.46412438e+03 8.19068015e+06
2.87636863e+03 1.84783820e+05 1.31320745e-01 3.53598885e-02
7.14630663e+03 5.13165360e+04 6.12646616e+02]
iteration # 3300; log-lik = 233143.624095
[ 3.78846490e+05 2.27190504e+06 2.73539389e+04 6.17622320e+04
9.23107119e+03 6.73903033e+04 4.89555536e+04 1.93114982e+03
4.21123446e+03 5.68970220e+03 1.70510833e+04 4.72173574e+02
9.92161285e+03 6.42208165e+03 2.22528275e+01 5.44239445e+02
3.37575777e+02 1.14726752e+04 8.32023305e+03 8.57893294e+06
2.85449440e+03 1.91083156e+05 1.32214761e-01 3.57381590e-02
7.07540406e+03 5.25526826e+04 6.28931915e+02]
iteration # 3400; log-lik = 233144.116111
[ 3.68235392e+05 2.43181071e+06 2.65291709e+04 6.09995647e+04
9.10472571e+03 6.68440459e+04 4.79174008e+04 1.85622493e+03
4.20421652e+03 5.72063212e+03 1.71476072e+04 4.63657519e+02
1.09874074e+04 6.69856786e+03 2.13543726e+01 5.75979756e+02
3.48217824e+02 1.15655169e+04 8.24650659e+03 8.86072185e+06
2.86758856e+03 1.99434397e+05 1.31818240e-01 3.59007395e-02
6.97126327e+03 5.34361077e+04 6.37517099e+02]
iteration # 3500; log-lik = 233144.661394
[ 3.62808833e+05 2.64828620e+06 2.62199633e+04 6.09532315e+04
8.96233040e+03 6.66031214e+04 4.61409106e+04 1.69796615e+03
4.19901365e+03 5.64466039e+03 1.70427813e+04 4.66667714e+02
1.17628943e+04 6.57333930e+03 2.12309873e+01 6.16159277e+02
3.75042114e+02 1.18017665e+04 8.21268957e+03 9.01586374e+06
2.81881111e+03 2.00012969e+05 1.32430783e-01 3.64431894e-02
6.92533523e+03 5.39559038e+04 6.44400558e+02]
iteration # 3600; log-lik = 233144.849162
[ 3.60256999e+05 2.63674356e+06 2.63518657e+04 6.12592431e+04
9.00378276e+03 6.66200674e+04 4.53929108e+04 1.67065434e+03
4.23609304e+03 5.55644235e+03 1.71326954e+04 4.65946643e+02
1.17644870e+04 6.46211824e+03 2.13278964e+01 6.23517934e+02
3.85572112e+02 1.17949920e+04 8.25036554e+03 9.01522114e+06
2.81930819e+03 2.00678141e+05 1.32304918e-01 3.65016966e-02
6.88028914e+03 5.39144991e+04 6.43149897e+02]
iteration # 3700; log-lik = 233144.975757
[ 3.48652825e+05 2.65746610e+06 2.63491033e+04 6.12805626e+04
8.95423738e+03 6.63213518e+04 4.52519604e+04 1.64972842e+03
4.23016767e+03 5.55878087e+03 1.71963459e+04 4.66008292e+02
1.22125729e+04 6.41925144e+03 2.09944534e+01 6.29160820e+02
3.93296472e+02 1.18108631e+04 8.22743538e+03 9.12847907e+06
2.82034929e+03 2.02510837e+05 1.32362395e-01 3.64432393e-02
6.83216156e+03 5.42838334e+04 6.45383464e+02]
iteration # 3800; log-lik = 233145.024746
[ 3.48873308e+05 2.70196923e+06 2.62293666e+04 6.12158429e+04
8.93655693e+03 6.62018602e+04 4.44836425e+04 1.61526314e+03
4.24228120e+03 5.52694269e+03 1.72107671e+04 4.62720263e+02
1.24736748e+04 6.48189188e+03 2.09312023e+01 6.36755035e+02
4.00430727e+02 1.18278670e+04 8.22933833e+03 9.20217477e+06
2.83270080e+03 2.04838147e+05 1.32185325e-01 3.64669823e-02
6.76689732e+03 5.43891390e+04 6.45892709e+02]
iteration # 3900; log-lik = 233145.143485
[ 3.41475262e+05 2.71998785e+06 2.62382620e+04 6.12185298e+04
8.88026125e+03 6.60024784e+04 4.45359934e+04 1.62945941e+03
4.21460282e+03 5.57905286e+03 1.72292921e+04 4.65115490e+02
1.28237177e+04 6.51123133e+03 2.04492217e+01 6.36323435e+02
4.00174782e+02 1.18044833e+04 8.18839502e+03 9.36106963e+06
2.83042293e+03 2.07574070e+05 1.32349100e-01 3.63970665e-02
6.77997674e+03 5.46026246e+04 6.48327667e+02]
iteration # 4000; log-lik = 233145.329902
[ 3.31552986e+05 2.86970081e+06 2.61268519e+04 6.13561839e+04
8.66563277e+03 6.53468119e+04 4.38542363e+04 1.57914632e+03
4.16336364e+03 5.77482735e+03 1.74062039e+04 4.66315937e+02
1.39281237e+04 6.52548919e+03 1.95399390e+01 6.49647060e+02
4.12236906e+02 1.18545369e+04 8.03799255e+03 9.59740546e+06
2.82867671e+03 2.12485809e+05 1.33446791e-01 3.65722369e-02
6.78006496e+03 5.51733977e+04 6.54790339e+02]
iteration # 4100; log-lik = 233145.466481
[ 3.34429947e+05 2.85594482e+06 2.61433745e+04 6.12390993e+04
8.68351879e+03 6.53333720e+04 4.36243209e+04 1.59189449e+03
4.15294933e+03 5.80570958e+03 1.74105368e+04 4.65618842e+02
1.37025095e+04 6.55598119e+03 1.95529335e+01 6.39979613e+02
4.08713966e+02 1.17841990e+04 8.05306815e+03 9.66681166e+06
2.84639945e+03 2.15583443e+05 1.33069676e-01 3.64735568e-02
6.81450553e+03 5.48246652e+04 6.52250149e+02]
iteration # 4200; log-lik = 233145.579027
[ 3.29830728e+05 2.85454889e+06 2.64014568e+04 6.14640149e+04
8.64462341e+03 6.51745106e+04 4.31337337e+04 1.58239736e+03
4.12399689e+03 5.83824819e+03 1.74733523e+04 4.67097016e+02
1.37957282e+04 6.45141176e+03 1.94578557e+01 6.39838739e+02
4.15004982e+02 1.18012671e+04 8.01081891e+03 9.74243470e+06
2.86001981e+03 2.16614869e+05 1.33484468e-01 3.65110785e-02
6.81336286e+03 5.47735382e+04 6.51362429e+02]
iteration # 4300; log-lik = 233145.677676
[ 3.28331169e+05 2.83744957e+06 2.62929481e+04 6.11651163e+04
8.64218734e+03 6.52720753e+04 4.32490568e+04 1.60057645e+03
4.13601120e+03 5.87043632e+03 1.75496109e+04 4.64067329e+02
1.37749074e+04 6.48633565e+03 1.93826726e+01 6.34883884e+02
4.08500610e+02 1.17736289e+04 7.99934694e+03 9.95410279e+06
2.85437578e+03 2.21306633e+05 1.33276907e-01 3.64036928e-02
6.82894562e+03 5.43235141e+04 6.47737997e+02]
iteration # 4400; log-lik = 233145.764848
[ 3.29455035e+05 2.82257963e+06 2.64267513e+04 6.11280295e+04
8.65546281e+03 6.52882161e+04 4.26697103e+04 1.60256236e+03
4.11654310e+03 5.87614294e+03 1.76386804e+04 4.60999287e+02
1.36873452e+04 6.52243402e+03 1.94824286e+01 6.32362153e+02
4.10201569e+02 1.17725754e+04 7.98810394e+03 1.00383530e+07
2.85868580e+03 2.24522697e+05 1.33224912e-01 3.63889984e-02
6.82579619e+03 5.40152985e+04 6.44093118e+02]
iteration # 4500; log-lik = 233145.828877
[ 3.24189837e+05 2.81113669e+06 2.65324260e+04 6.11367975e+04
8.63937465e+03 6.51809556e+04 4.22659442e+04 1.60862353e+03
4.09436801e+03 5.90281743e+03 1.76566705e+04 4.59977807e+02
1.37560020e+04 6.47407608e+03 1.91997949e+01 6.31691930e+02
4.11390294e+02 1.17414749e+04 7.95539293e+03 1.03272229e+07
2.86650207e+03 2.30571426e+05 1.33061953e-01 3.62691273e-02
6.82993733e+03 5.38791469e+04 6.42496165e+02]
iteration # 4600; log-lik = 233145.896551
[ 3.27312431e+05 2.79813022e+06 2.64302580e+04 6.11698738e+04
8.70107439e+03 6.52518918e+04 4.18039966e+04 1.59790109e+03
4.10909164e+03 5.81470696e+03 1.75475920e+04 4.57656836e+02
1.35981114e+04 6.50558102e+03 1.92284516e+01 6.35448391e+02
4.14563843e+02 1.16885325e+04 7.99396319e+03 1.04710482e+07
2.85959505e+03 2.35170455e+05 1.32337386e-01 3.61753031e-02
6.81918167e+03 5.37694015e+04 6.41624427e+02]
iteration # 4700; log-lik = 233146.032343
[ 3.28482464e+05 2.80984299e+06 2.64905160e+04 6.13785040e+04
8.73091836e+03 6.52762422e+04 4.12765099e+04 1.60109772e+03
4.11475955e+03 5.77158767e+03 1.73611468e+04 4.54121042e+02
1.34528548e+04 6.46889676e+03 1.85502043e+01 6.44860521e+02
4.15070581e+02 1.16066704e+04 7.98900836e+03 1.10437533e+07
2.85197606e+03 2.48743529e+05 1.31287168e-01 3.60150769e-02
6.78183607e+03 5.38014182e+04 6.42545091e+02]
iteration # 4800; log-lik = 233146.123677
[ 3.34441894e+05 2.80297949e+06 2.65552262e+04 6.16337142e+04
8.73959239e+03 6.54028425e+04 4.13085084e+04 1.58979283e+03
4.12184328e+03 5.75394249e+03 1.74320308e+04 4.50648567e+02
1.32398758e+04 6.42105211e+03 1.85915413e+01 6.48257198e+02
4.15763347e+02 1.16279425e+04 7.99217800e+03 1.10501158e+07
2.85364298e+03 2.48788648e+05 1.31321218e-01 3.61021652e-02
6.74160268e+03 5.36868024e+04 6.41109791e+02]
iteration # 4900; log-lik = 233146.188024
[ 3.36536517e+05 2.80208551e+06 2.66292084e+04 6.19855838e+04
8.74907862e+03 6.54210810e+04 4.09769311e+04 1.58910632e+03
4.11276953e+03 5.73845901e+03 1.74151889e+04 4.51131177e+02
1.31319565e+04 6.34970883e+03 1.82713126e+01 6.53451472e+02
4.17577204e+02 1.15983858e+04 7.98712706e+03 1.12803479e+07
2.85135197e+03 2.54363733e+05 1.31073597e-01 3.61108016e-02
6.73281574e+03 5.36754679e+04 6.42021622e+02]
iteration # 5000; log-lik = 233146.275565
[ 3.34373488e+05 2.78326406e+06 2.66573229e+04 6.20354297e+04
8.76383950e+03 6.54090168e+04 4.11977193e+04 1.60467019e+03
4.10754063e+03 5.74015212e+03 1.74357733e+04 4.49444351e+02
1.31038905e+04 6.33743036e+03 1.79097870e+01 6.52692250e+02
4.13696795e+02 1.15625071e+04 7.96970159e+03 1.15775470e+07
2.85061230e+03 2.60841544e+05 1.30637032e-01 3.59923325e-02
6.73884733e+03 5.36680407e+04 6.41660902e+02]
iteration # 5100; log-lik = 233146.404584
[ 3.34335296e+05 2.84906442e+06 2.66658644e+04 6.23361704e+04
8.75207931e+03 6.53158390e+04 4.11844889e+04 1.56784181e+03
4.10857660e+03 5.69403580e+03 1.74651666e+04 4.51543888e+02
1.32761639e+04 6.23468202e+03 1.73081200e+01 6.67763087e+02
4.20316622e+02 1.15860448e+04 7.95865315e+03 1.19850925e+07
2.81446832e+03 2.68951002e+05 1.30224087e-01 3.61481214e-02
6.77405369e+03 5.38484875e+04 6.45532131e+02]
iteration # 5200; log-lik = 233146.752625
[ 3.34501347e+05 2.85929317e+06 2.68445617e+04 6.23769620e+04
8.73778913e+03 6.51706172e+04 4.20833189e+04 1.55488978e+03
4.08074644e+03 5.63296117e+03 1.73787785e+04 4.49479889e+02
1.32106427e+04 6.17483081e+03 1.63686666e+01 6.63935003e+02
4.12883594e+02 1.15799276e+04 7.91196015e+03 1.29311741e+07
2.81164585e+03 2.90455071e+05 1.28920660e-01 3.58739351e-02
6.70497232e+03 5.38607848e+04 6.47283948e+02]
iteration # 5300; log-lik = 233147.214224
[ 3.43548684e+05 2.92700436e+06 2.71677202e+04 6.24963526e+04
8.70508498e+03 6.49198386e+04 4.30464245e+04 1.53048846e+03
4.08925058e+03 5.58783758e+03 1.74617746e+04 4.49889189e+02
1.32114570e+04 6.20497633e+03 1.51290127e+01 6.40820858e+02
3.99978367e+02 1.15530211e+04 7.90804286e+03 1.43317766e+07
2.77479727e+03 3.23642906e+05 1.26987626e-01 3.55634284e-02
6.62358972e+03 5.36319397e+04 6.48661470e+02]
iteration # 5400; log-lik = 233147.761666
[ 3.52575577e+05 3.04317932e+06 2.76010890e+04 6.23904029e+04
8.56503518e+03 6.44728615e+04 4.37012533e+04 1.47726166e+03
4.09155189e+03 5.67267448e+03 1.76812571e+04 4.54691008e+02
1.32574142e+04 6.10710101e+03 1.38902829e+01 6.00402213e+02
3.82827938e+02 1.15435198e+04 7.82487213e+03 1.66355840e+07
2.74156330e+03 3.70555328e+05 1.24961485e-01 3.52682570e-02
6.67433510e+03 5.28347139e+04 6.41137563e+02]
iteration # 5500; log-lik = 233148.024699
[ 3.63066372e+05 2.99910360e+06 2.74087780e+04 6.20198758e+04
8.59110965e+03 6.46534560e+04 4.35537575e+04 1.49190632e+03
4.09421530e+03 5.69639865e+03 1.75388702e+04 4.54485347e+02
1.27753177e+04 6.17716861e+03 1.41338858e+01 5.78209475e+02
3.68427306e+02 1.14914583e+04 7.83260593e+03 1.70230700e+07
2.75620658e+03 3.80852003e+05 1.24078351e-01 3.49663980e-02
6.68082192e+03 5.23159583e+04 6.33906295e+02]
iteration # 5600; log-lik = 233148.236252
[ 3.47723154e+05 3.09147733e+06 2.72641318e+04 6.17966472e+04
8.45440921e+03 6.41933720e+04 4.25172823e+04 1.49511906e+03
4.02729976e+03 5.77730057e+03 1.76348907e+04 4.57500307e+02
1.36467432e+04 6.20960208e+03 1.31390941e+01 5.78341162e+02
3.65472170e+02 1.14922213e+04 7.70639292e+03 1.89206529e+07
2.77129148e+03 4.20733645e+05 1.23354180e-01 3.46955221e-02
6.64908828e+03 5.25926632e+04 6.35224947e+02]
iteration # 5700; log-lik = 233148.411315
[ 3.54095406e+05 3.15428093e+06 2.73653850e+04 6.19521222e+04
8.40603352e+03 6.40480271e+04 4.22210245e+04 1.45606518e+03
4.01051547e+03 5.75731182e+03 1.76881099e+04 4.58390311e+02
1.36367173e+04 6.16237379e+03 1.26163944e+01 5.67557283e+02
3.60459637e+02 1.15138802e+04 7.64941976e+03 2.06104425e+07
2.74803772e+03 4.58245639e+05 1.22264107e-01 3.44901984e-02
6.62811798e+03 5.23422173e+04 6.31668014e+02]
iteration # 5800; log-lik = 233148.470665
[ 3.51238088e+05 3.12998528e+06 2.74237437e+04 6.20392682e+04
8.41784556e+03 6.40721874e+04 4.18422349e+04 1.46535977e+03
3.99699769e+03 5.73570774e+03 1.77366301e+04 4.61398498e+02
1.35829410e+04 6.10045697e+03 1.25897939e+01 5.61555859e+02
3.58824914e+02 1.15251647e+04 7.65987544e+03 2.10135314e+07
2.74877765e+03 4.66538487e+05 1.21973046e-01 3.43755825e-02
6.60769604e+03 5.22614504e+04 6.29515736e+02]
iteration # 5900; log-lik = 233148.491486
[ 3.52470254e+05 3.14747081e+06 2.74872684e+04 6.21431309e+04
8.39719076e+03 6.40376521e+04 4.16371899e+04 1.46357242e+03
3.98080754e+03 5.74943046e+03 1.77180068e+04 4.62639441e+02
1.35519797e+04 6.06955705e+03 1.23075075e+01 5.57751930e+02
3.55167812e+02 1.15146908e+04 7.62203377e+03 2.19475442e+07
2.73481043e+03 4.86415426e+05 1.21516373e-01 3.42633264e-02
6.62184565e+03 5.21749129e+04 6.28019766e+02]
iteration # 6000; log-lik = 233148.501947
[ 3.51241025e+05 3.12869503e+06 2.74663163e+04 6.21561376e+04
8.41495581e+03 6.40668468e+04 4.13982330e+04 1.47015350e+03
3.98387928e+03 5.74482452e+03 1.77224003e+04 4.62064018e+02
1.35186891e+04 6.07240334e+03 1.24013590e+01 5.58301966e+02
3.56142054e+02 1.15010371e+04 7.62928915e+03 2.17850211e+07
2.74203623e+03 4.83166013e+05 1.21602956e-01 3.42425042e-02
6.62491710e+03 5.21527936e+04 6.27391995e+02]
iteration # 6100; log-lik = 233148.508076
[ 3.52353715e+05 3.12581679e+06 2.74788928e+04 6.21655535e+04
8.42505666e+03 6.41098789e+04 4.13544299e+04 1.47218323e+03
3.98809822e+03 5.74571546e+03 1.77252251e+04 4.61859161e+02
1.34228658e+04 6.05771614e+03 1.24069169e+01 5.57026361e+02
3.55034686e+02 1.14933347e+04 7.63542230e+03 2.18486118e+07
2.74179949e+03 4.84592650e+05 1.21522340e-01 3.42266562e-02
6.63371407e+03 5.20564267e+04 6.26638896e+02]
iteration # 6200; log-lik = 233148.517431
[ 3.52885971e+05 3.12569754e+06 2.74820613e+04 6.21506227e+04
8.42310965e+03 6.41062987e+04 4.14010443e+04 1.47431012e+03
3.98433498e+03 5.76074816e+03 1.77360814e+04 4.61561129e+02
1.33943871e+04 6.05722305e+03 1.23825865e+01 5.54237988e+02
3.53222959e+02 1.14881713e+04 7.63538515e+03 2.19133972e+07
2.74247130e+03 4.87042038e+05 1.21475125e-01 3.41747086e-02
6.63001987e+03 5.20152795e+04 6.26531570e+02]
iteration # 6300; log-lik = 233148.540807
[ 3.54585422e+05 3.15954891e+06 2.73841150e+04 6.19432279e+04
8.42127699e+03 6.41305516e+04 4.13488691e+04 1.46786581e+03
3.98325454e+03 5.76151976e+03 1.77557485e+04 4.61924078e+02
1.34353752e+04 6.07215522e+03 1.23428828e+01 5.51581885e+02
3.49966744e+02 1.15085163e+04 7.64680752e+03 2.20605213e+07
2.74707145e+03 4.90428596e+05 1.21286085e-01 3.41335495e-02
6.64215265e+03 5.19684732e+04 6.26912181e+02]
iteration # 6400; log-lik = 233148.558988
[ 3.53049955e+05 3.20520375e+06 2.73088430e+04 6.19294086e+04
8.39579781e+03 6.40230864e+04 4.11643265e+04 1.46052569e+03
3.97502296e+03 5.76863284e+03 1.78026405e+04 4.62283789e+02
1.36719046e+04 6.08482298e+03 1.21353740e+01 5.52962527e+02
3.50066321e+02 1.15165895e+04 7.63965336e+03 2.24145385e+07
2.74951832e+03 4.98318608e+05 1.21143686e-01 3.40985620e-02
6.63421686e+03 5.21285992e+04 6.28769727e+02]
iteration # 6500; log-lik = 233148.585978
[ 3.54196757e+05 3.23947136e+06 2.73115681e+04 6.18865497e+04
8.38506268e+03 6.39701353e+04 4.11226272e+04 1.44881926e+03
3.97490566e+03 5.76127904e+03 1.78078789e+04 4.62988003e+02
1.37468473e+04 6.08632263e+03 1.20890942e+01 5.51329386e+02
3.49895320e+02 1.15283442e+04 7.64938309e+03 2.24404044e+07
2.75150761e+03 4.98942179e+05 1.21083779e-01 3.40750348e-02
6.63884041e+03 5.22138045e+04 6.29779307e+02]
iteration # 6600; log-lik = 233148.690998
[ 3.70261094e+05 3.33633477e+06 2.72991194e+04 6.18146275e+04
8.36660404e+03 6.39511102e+04 4.04645811e+04 1.41365849e+03
3.98080689e+03 5.79534205e+03 1.76802769e+04 4.60771701e+02
1.36198822e+04 6.13008290e+03 1.21728531e+01 5.45390354e+02
3.47091811e+02 1.15366856e+04 7.67264763e+03 2.20103680e+07
2.76902048e+03 4.92579610e+05 1.21175313e-01 3.39717091e-02
6.65768703e+03 5.23997915e+04 6.32613394e+02]
iteration # 6700; log-lik = 233148.800957
[ 3.77692587e+05 3.58763851e+06 2.73650443e+04 6.19276750e+04
8.26727869e+03 6.34838318e+04 3.94318408e+04 1.33427941e+03
3.97774636e+03 5.77039334e+03 1.76788749e+04 4.61323815e+02
1.42577052e+04 6.06686511e+03 1.14875274e+01 5.45460800e+02
3.48936732e+02 1.15847289e+04 7.68010654e+03 2.31332542e+07
2.78378977e+03 5.17874863e+05 1.20467761e-01 3.37383837e-02
6.62245608e+03 5.32505263e+04 6.41044926e+02]
iteration # 6800; log-lik = 233148.995978
[ 4.11749948e+05 3.90857501e+06 2.76794922e+04 6.20517480e+04
8.22178239e+03 6.34678422e+04 3.73119846e+04 1.26137733e+03
3.98988136e+03 5.69493584e+03 1.75966036e+04 4.66729245e+02
1.41703457e+04 5.98645890e+03 1.09336820e+01 5.28415634e+02
3.37769964e+02 1.16878515e+04 7.74773437e+03 2.49441214e+07
2.77927763e+03 5.55436623e+05 1.19106234e-01 3.34140051e-02
6.63510424e+03 5.36503287e+04 6.45055986e+02]
iteration # 6900; log-lik = 233149.085682
[ 4.20943472e+05 4.01250186e+06 2.78134908e+04 6.20995509e+04
8.20225255e+03 6.35217401e+04 3.73433235e+04 1.25865679e+03
4.00185124e+03 5.73650373e+03 1.76571983e+04 4.67731080e+02
1.41966591e+04 5.99801446e+03 1.09201527e+01 5.27468040e+02
3.35087484e+02 1.17398809e+04 7.78620464e+03 2.41854766e+07
2.76464012e+03 5.39045822e+05 1.19672910e-01 3.35035536e-02
6.65955501e+03 5.39148534e+04 6.50098711e+02]
iteration # 7000; log-lik = 233149.160933
[ 4.26690804e+05 4.22387978e+06 2.76869951e+04 6.20044606e+04
8.12952489e+03 6.32620282e+04 3.70621893e+04 1.22704585e+03
3.99923550e+03 5.77214289e+03 1.76715208e+04 4.70173579e+02
1.46755789e+04 6.03063825e+03 1.05650022e+01 5.26528690e+02
3.34443045e+02 1.17843415e+04 7.79307292e+03 2.47020384e+07
2.75200402e+03 5.47866321e+05 1.19488971e-01 3.34691757e-02
6.68976691e+03 5.43529131e+04 6.56458875e+02]
iteration # 7100; log-lik = 233149.196825
[ 4.38673145e+05 4.45836020e+06 2.76529194e+04 6.19712148e+04
8.09123595e+03 6.31218768e+04 3.60439291e+04 1.19094330e+03
4.00243309e+03 5.76496220e+03 1.76970617e+04 4.68859958e+02
1.50452637e+04 6.05364069e+03 1.02248141e+01 5.28396529e+02
3.34271330e+02 1.18294935e+04 7.82738660e+03 2.53018295e+07
2.75475557e+03 5.62908642e+05 1.19115938e-01 3.33722176e-02
6.67369593e+03 5.48012523e+04 6.62935959e+02]
iteration # 7200; log-lik = 233149.208746
[ 4.38903919e+05 4.51871991e+06 2.75958134e+04 6.19483703e+04
8.08287519e+03 6.30648396e+04 3.58219348e+04 1.18627630e+03
4.00590044e+03 5.76276843e+03 1.77241401e+04 4.68647656e+02
1.52629572e+04 6.08202652e+03 1.01481255e+01 5.31391196e+02
3.35449132e+02 1.18464049e+04 7.83774885e+03 2.52842309e+07
2.75040426e+03 5.62117994e+05 1.19157488e-01 3.33773962e-02
6.67524820e+03 5.50198175e+04 6.65680517e+02]
iteration # 7300; log-lik = 233149.222066
[ 4.42305493e+05 4.55830222e+06 2.76333468e+04 6.18969397e+04
8.06912751e+03 6.30399648e+04 3.55537306e+04 1.17907937e+03
4.00432243e+03 5.76668403e+03 1.76959671e+04 4.69181715e+02
1.52909143e+04 6.08623354e+03 1.01367407e+01 5.28007652e+02
3.34408248e+02 1.18651109e+04 7.83492063e+03 2.54122009e+07
2.74983516e+03 5.63560991e+05 1.19153589e-01 3.33171996e-02
6.68622910e+03 5.50503986e+04 6.65705726e+02]
iteration # 7400; log-lik = 233149.228201
[ 4.42553495e+05 4.56933096e+06 2.76191722e+04 6.19101802e+04
8.06953709e+03 6.30203747e+04 3.54485587e+04 1.17365049e+03
4.00990156e+03 5.75105105e+03 1.77017845e+04 4.68159704e+02
1.53410673e+04 6.08559411e+03 1.01094038e+01 5.29486476e+02
3.35498198e+02 1.18684824e+04 7.83570067e+03 2.55269803e+07
2.75038349e+03 5.65928129e+05 1.19077237e-01 3.33038607e-02
6.67615071e+03 5.50841134e+04 6.65827429e+02]
iteration # 7500; log-lik = 233149.234081
[ 4.45226933e+05 4.58221405e+06 2.76544209e+04 6.19836057e+04
8.06970795e+03 6.30216258e+04 3.53942111e+04 1.16840036e+03
4.01438173e+03 5.74598424e+03 1.77222314e+04 4.68167556e+02
1.52908559e+04 6.06871843e+03 1.01280136e+01 5.28195412e+02
3.35919534e+02 1.18793011e+04 7.84413511e+03 2.54700222e+07
2.74817356e+03 5.64437347e+05 1.19114245e-01 3.33061098e-02
6.67579239e+03 5.50697625e+04 6.65671264e+02]
iteration # 7600; log-lik = 233149.237222
[ 4.45397419e+05 4.57181739e+06 2.76663508e+04 6.20147756e+04
8.07665000e+03 6.30427467e+04 3.54726425e+04 1.16755855e+03
4.02038698e+03 5.73289519e+03 1.77219111e+04 4.67679423e+02
1.52487915e+04 6.05715825e+03 1.01182499e+01 5.28888642e+02
3.35933166e+02 1.18757113e+04 7.84515333e+03 2.55525605e+07
2.74465542e+03 5.65718752e+05 1.19031304e-01 3.33080659e-02
6.67629054e+03 5.50483173e+04 6.65187245e+02]
iteration # 7700; log-lik = 233149.240819
[ 4.47790581e+05 4.62141398e+06 2.76838352e+04 6.20030529e+04
8.06746503e+03 6.30076159e+04 3.53679579e+04 1.16036149e+03
4.02658295e+03 5.73295445e+03 1.77431580e+04 4.67945342e+02
1.53339237e+04 6.05933460e+03 1.00609533e+01 5.27665465e+02
3.35474045e+02 1.18870101e+04 7.85381225e+03 2.56243777e+07
2.74084831e+03 5.66663692e+05 1.19003158e-01 3.32894370e-02
6.68737984e+03 5.51235247e+04 6.66258282e+02]
iteration # 7800; log-lik = 233149.243068
[ 4.47257507e+05 4.59470813e+06 2.76954175e+04 6.20287700e+04
8.07609669e+03 6.30262338e+04 3.54785467e+04 1.16326303e+03
4.03031555e+03 5.72846909e+03 1.77515334e+04 4.67880632e+02
1.52785898e+04 6.05714528e+03 1.00962949e+01 5.27104083e+02
3.35511701e+02 1.18786899e+04 7.85495705e+03 2.55528807e+07
2.73870580e+03 5.65033614e+05 1.19019666e-01 3.32973778e-02
6.69281061e+03 5.50626866e+04 6.65418057e+02]
iteration # 7900; log-lik = 233149.244472
[ 4.46223406e+05 4.57619526e+06 2.77166774e+04 6.20501013e+04
8.07935151e+03 6.30368921e+04 3.55547129e+04 1.16559938e+03
4.03101798e+03 5.73070986e+03 1.77720952e+04 4.68178038e+02
1.52402018e+04 6.04453809e+03 1.01100151e+01 5.25858877e+02
3.35197454e+02 1.18720136e+04 7.85340055e+03 2.55606719e+07
2.73872358e+03 5.64948708e+05 1.19037677e-01 3.32967136e-02
6.70112444e+03 5.49818432e+04 6.64507888e+02]
iteration # 8000; log-lik = 233149.245403
[ 4.47168982e+05 4.59024072e+06 2.77217479e+04 6.20712473e+04
8.07399505e+03 6.30247500e+04 3.55419786e+04 1.16331503e+03
4.03155765e+03 5.73517364e+03 1.77814313e+04 4.68466924e+02
1.52538987e+04 6.03887005e+03 1.00872228e+01 5.25385364e+02
3.34849475e+02 1.18742771e+04 7.85227634e+03 2.56027316e+07
2.73834238e+03 5.65659734e+05 1.19037692e-01 3.32967028e-02
6.70644194e+03 5.49956068e+04 6.64693131e+02]
iteration # 8100; log-lik = 233149.247221
[ 4.46738098e+05 4.61033773e+06 2.76909704e+04 6.20487583e+04
8.06857932e+03 6.30118267e+04 3.54775898e+04 1.16391533e+03
4.02971436e+03 5.74001198e+03 1.77828207e+04 4.69231557e+02
1.53319753e+04 6.04721826e+03 1.00527116e+01 5.25975960e+02
3.34721786e+02 1.18796666e+04 7.85282674e+03 2.56672014e+07
2.73432067e+03 5.66737744e+05 1.19033506e-01 3.33022631e-02
6.71301129e+03 5.50419122e+04 6.65414853e+02]
iteration # 8200; log-lik = 233149.249009
[ 4.46398533e+05 4.61289634e+06 2.76587878e+04 6.20184406e+04
8.06439819e+03 6.30080744e+04 3.54938607e+04 1.16518723e+03
4.02766746e+03 5.74755310e+03 1.77716359e+04 4.69546627e+02
1.53667695e+04 6.05729781e+03 1.00648462e+01 5.26296184e+02
3.34553364e+02 1.18811267e+04 7.85070675e+03 2.55801019e+07
2.73577369e+03 5.64945166e+05 1.19099327e-01 3.33108083e-02
6.71508668e+03 5.50656541e+04 6.65756664e+02]
iteration # 8300; log-lik = 233149.251940
[ 4.45699108e+05 4.60629573e+06 2.76370280e+04 6.20052158e+04
8.06003774e+03 6.30221714e+04 3.55972681e+04 1.16978892e+03
4.02616761e+03 5.75790369e+03 1.77720895e+04 4.70520988e+02
1.53650543e+04 6.05677600e+03 1.00630222e+01 5.25091337e+02
3.33266947e+02 1.18800224e+04 7.84775496e+03 2.55930596e+07
2.73493425e+03 5.65117434e+05 1.19138092e-01 3.33121039e-02
6.72007386e+03 5.50083506e+04 6.65405263e+02]
iteration # 8400; log-lik = 233149.255261
[ 4.44355548e+05 4.59751996e+06 2.76359608e+04 6.20038037e+04
8.06320596e+03 6.30500585e+04 3.57079254e+04 1.17390172e+03
4.02948262e+03 5.75639048e+03 1.77820014e+04 4.71067485e+02
1.53650465e+04 6.05586051e+03 1.00816133e+01 5.25564992e+02
3.33075084e+02 1.18816109e+04 7.84946801e+03 2.55108741e+07
2.73110820e+03 5.62686343e+05 1.19216077e-01 3.33404276e-02
6.73048587e+03 5.49737778e+04 6.65013767e+02]
iteration # 8500; log-lik = 233149.261308
[ 4.45672460e+05 4.62002167e+06 2.76311328e+04 6.20634892e+04
8.05989473e+03 6.30404727e+04 3.54756854e+04 1.16818780e+03
4.03306506e+03 5.75178207e+03 1.77796929e+04 4.69294541e+02
1.54074799e+04 6.05353569e+03 1.01015296e+01 5.29144481e+02
3.35527733e+02 1.18921073e+04 7.85370311e+03 2.53127417e+07
2.74051654e+03 5.59315861e+05 1.19378575e-01 3.33637233e-02
6.70719521e+03 5.50482505e+04 6.65759254e+02]
iteration # 8600; log-lik = 233149.271785
[ 4.45735868e+05 4.69641636e+06 2.76212138e+04 6.20664499e+04
8.04613572e+03 6.29633628e+04 3.52955842e+04 1.15876522e+03
4.03926687e+03 5.74475376e+03 1.77991903e+04 4.70206958e+02
1.56293346e+04 6.04598494e+03 1.00401279e+01 5.30831074e+02
3.36639870e+02 1.19141020e+04 7.87081625e+03 2.51551802e+07
2.74896395e+03 5.55686249e+05 1.19501925e-01 3.33696094e-02
6.71373229e+03 5.52546696e+04 6.68001306e+02]
iteration # 8700; log-lik = 233149.286011
[ 4.43315682e+05 4.74727037e+06 2.76133960e+04 6.21613117e+04
8.02675015e+03 6.28659449e+04 3.53392798e+04 1.15685400e+03
4.04785216e+03 5.74964999e+03 1.78447991e+04 4.69576876e+02
1.59063774e+04 6.05503790e+03 9.93105646e+00 5.35892100e+02
3.38973640e+02 1.19318452e+04 7.86708297e+03 2.50848602e+07
2.74829716e+03 5.53541033e+05 1.19729324e-01 3.34331863e-02
6.70933032e+03 5.54071844e+04 6.69558606e+02]
iteration # 8800; log-lik = 233149.311914
[ 4.46175885e+05 4.72159695e+06 2.76818233e+04 6.22586374e+04
8.03557512e+03 6.28923202e+04 3.56398720e+04 1.16581342e+03
4.05613247e+03 5.74674924e+03 1.78087100e+04 4.70365483e+02
1.57217204e+04 6.03864815e+03 9.89774721e+00 5.31228412e+02
3.35718235e+02 1.19164996e+04 7.87743300e+03 2.51646219e+07
2.75637544e+03 5.56062164e+05 1.19621227e-01 3.34100377e-02
6.70317188e+03 5.51708904e+04 6.67281260e+02]
iteration # 8900; log-lik = 233149.345079
[ 4.48206351e+05 4.89136406e+06 2.77939046e+04 6.23059267e+04
7.97525829e+03 6.26820012e+04 3.58562053e+04 1.15463547e+03
4.06157904e+03 5.78234394e+03 1.77947985e+04 4.72802791e+02
1.61184576e+04 6.01485270e+03 9.54734107e+00 5.30444287e+02
3.33074055e+02 1.19619984e+04 7.87510218e+03 2.56989340e+07
2.75147930e+03 5.66204300e+05 1.19576084e-01 3.34291754e-02
6.71710254e+03 5.52724956e+04 6.69099841e+02]
iteration # 9000; log-lik = 233149.357663
[ 4.46251398e+05 4.89832515e+06 2.77945488e+04 6.22921459e+04
7.96570238e+03 6.26418615e+04 3.58468560e+04 1.15182588e+03
4.06479756e+03 5.79428611e+03 1.78169244e+04 4.73095691e+02
1.62371656e+04 6.01619102e+03 9.59429859e+00 5.30923076e+02
3.34976128e+02 1.19795520e+04 7.87236489e+03 2.55149559e+07
2.74337632e+03 5.60599010e+05 1.19782124e-01 3.34691508e-02
6.73213368e+03 5.52870404e+04 6.68653139e+02]
iteration # 9100; log-lik = 233149.387948
[ 4.39098428e+05 4.84548276e+06 2.77896602e+04 6.22779269e+04
7.98321424e+03 6.26764381e+04 3.63426877e+04 1.16235569e+03
4.07166761e+03 5.77373355e+03 1.78073158e+04 4.71536947e+02
1.62258165e+04 5.99736813e+03 9.54281349e+00 5.33850910e+02
3.35316859e+02 1.19661812e+04 7.87424037e+03 2.58106693e+07
2.73858592e+03 5.68559483e+05 1.19618612e-01 3.34920123e-02
6.71057879e+03 5.49375614e+04 6.65215113e+02]
iteration # 9200; log-lik = 233149.430120
[ 4.31921327e+05 4.84478556e+06 2.77382864e+04 6.22683231e+04
7.99087439e+03 6.26448939e+04 3.62972063e+04 1.15842335e+03
4.08485246e+03 5.74173136e+03 1.77853738e+04 4.69289701e+02
1.64572435e+04 5.99106525e+03 9.70746734e+00 5.41754183e+02
3.42808279e+02 1.20065854e+04 7.89874081e+03 2.50846741e+07
2.75217642e+03 5.53010901e+05 1.20137580e-01 3.35947258e-02
6.68199546e+03 5.48530702e+04 6.63022058e+02]
iteration # 9300; log-lik = 233149.510779
[ 4.19915246e+05 4.95462946e+06 2.77453027e+04 6.22178267e+04
7.90881931e+03 6.23608479e+04 3.66350215e+04 1.18087787e+03
4.07393743e+03 5.87898137e+03 1.78703509e+04 4.72463986e+02
1.71987449e+04 6.00104195e+03 9.50831056e+00 5.33842092e+02
3.39690820e+02 1.20526107e+04 7.88427926e+03 2.51513571e+07
2.76748135e+03 5.52890047e+05 1.20964001e-01 3.35977654e-02
6.72949900e+03 5.43289254e+04 6.57125205e+02]
iteration # 9400; log-lik = 233149.562445
[ 4.09107918e+05 5.00135082e+06 2.77835159e+04 6.22360269e+04
7.86882079e+03 6.21803728e+04 3.66391966e+04 1.18022446e+03
4.06601843e+03 5.89171543e+03 1.79189213e+04 4.73831378e+02
1.77409442e+04 5.96029835e+03 9.35378656e+00 5.33249667e+02
3.41789343e+02 1.20949084e+04 7.86852953e+03 2.57518032e+07
2.77575384e+03 5.64157100e+05 1.21074464e-01 3.35934156e-02
6.72234663e+03 5.40111408e+04 6.51752927e+02]
iteration # 9500; log-lik = 233149.683767
[ 4.07446100e+05 5.30981093e+06 2.77496296e+04 6.21229529e+04
7.77662692e+03 6.18251405e+04 3.58284780e+04 1.14874835e+03
4.06045327e+03 5.92795839e+03 1.80578994e+04 4.72803414e+02
1.88767758e+04 6.00248253e+03 8.83505836e+00 5.31892729e+02
3.42131658e+02 1.21108668e+04 7.86078011e+03 2.72781299e+07
2.78695191e+03 5.99440462e+05 1.20732796e-01 3.34509072e-02
6.72097722e+03 5.40673954e+04 6.53197750e+02]
iteration # 9600; log-lik = 233149.890752
[ 4.10876156e+05 6.16084130e+06 2.76767347e+04 6.18972156e+04
7.62096447e+03 6.12497970e+04 3.40913280e+04 1.07121090e+03
4.08594701e+03 5.87371104e+03 1.80586917e+04 4.67917425e+02
2.15368530e+04 6.06211549e+03 7.71716982e+00 5.31121981e+02
3.44642480e+02 1.22555084e+04 7.91061833e+03 3.28741495e+07
2.78387473e+03 7.28835557e+05 1.19185650e-01 3.32585560e-02
6.68568566e+03 5.24993956e+04 6.37034827e+02]
iteration # 9700; log-lik = 233149.976541
[ 4.00452050e+05 6.25762581e+06 2.76108403e+04 6.15821795e+04
7.55219452e+03 6.10167446e+04 3.40668336e+04 1.07167675e+03
4.07418859e+03 5.94181430e+03 1.79849582e+04 4.72062639e+02
2.25448624e+04 6.11240469e+03 7.81546877e+00 5.29984218e+02
3.46645316e+02 1.23154707e+04 7.90619164e+03 3.14921033e+07
2.80303147e+03 6.94685893e+05 1.20168075e-01 3.32484394e-02
6.70013398e+03 5.29568769e+04 6.39889691e+02]
iteration # 9800; log-lik = 233150.091323
[ 3.92969090e+05 6.80400359e+06 2.73180425e+04 6.13422468e+04
7.44991627e+03 6.07490645e+04 3.31866317e+04 1.05331787e+03
4.09269436e+03 5.97051580e+03 1.79767096e+04 4.75567468e+02
2.50053386e+04 6.20347604e+03 7.59538637e+00 5.38627984e+02
3.51904374e+02 1.24886008e+04 7.96297150e+03 3.16246685e+07
2.80566102e+03 6.96242631e+05 1.21120171e-01 3.33894605e-02
6.73506411e+03 5.27004022e+04 6.35849715e+02]
iteration # 9900; log-lik = 233150.155704
[ 3.93482536e+05 6.76229968e+06 2.73487866e+04 6.15655427e+04
7.47118091e+03 6.08031850e+04 3.35303901e+04 1.05022691e+03
4.10663641e+03 5.89652631e+03 1.79336306e+04 4.75579414e+02
2.47828115e+04 6.15780636e+03 7.53423641e+00 5.46145498e+02
3.53221954e+02 1.24788753e+04 7.96591229e+03 3.18466424e+07
2.79385317e+03 7.00370517e+05 1.20815965e-01 3.34451823e-02
6.70865952e+03 5.29171090e+04 6.37786772e+02]
iteration # 10000; log-lik = 233150.232121
[ 3.87907013e+05 7.05228581e+06 2.73669600e+04 6.15186790e+04
7.41097549e+03 6.05961345e+04 3.33639513e+04 1.04703623e+03
4.12123186e+03 5.93350227e+03 1.80160541e+04 4.75775543e+02
2.61874059e+04 6.17849448e+03 7.28129551e+00 5.43853256e+02
3.51906437e+02 1.25388179e+04 7.99977382e+03 3.26479224e+07
2.79326882e+03 7.18703524e+05 1.21012301e-01 3.33960787e-02
6.70797265e+03 5.26158222e+04 6.33524725e+02]
iteration # 10100; log-lik = 233150.331881
[ 3.79281445e+05 7.25214490e+06 2.74420409e+04 6.15689458e+04
7.36724575e+03 6.04306732e+04 3.35405631e+04 1.05616242e+03
4.14395957e+03 5.96227017e+03 1.80659182e+04 4.78770222e+02
2.74992445e+04 6.16338040e+03 7.14562245e+00 5.39242759e+02
3.49665479e+02 1.25873723e+04 8.04800156e+03 3.26161761e+07
2.80502809e+03 7.15920201e+05 1.21618459e-01 3.33788157e-02
6.74986302e+03 5.22337415e+04 6.27134780e+02]
iteration # 10200; log-lik = 233150.465781
[ 3.62683791e+05 7.68548784e+06 2.74745314e+04 6.15627847e+04
7.26135509e+03 6.00132412e+04 3.37538779e+04 1.04334259e+03
4.14454346e+03 5.97937701e+03 1.81723224e+04 4.85764967e+02
3.01900703e+04 6.13687002e+03 6.81617016e+00 5.43572216e+02
3.53525645e+02 1.27080274e+04 8.05388148e+03 3.33270086e+07
2.79558580e+03 7.23259548e+05 1.22303236e-01 3.34707223e-02
6.81488318e+03 5.22897883e+04 6.25700421e+02]
iteration # 10300; log-lik = 233150.715852
[ 3.42477597e+05 8.26398929e+06 2.75671870e+04 6.16609962e+04
7.14551119e+03 5.94456445e+04 3.42562445e+04 1.03118613e+03
4.17322000e+03 5.94299043e+03 1.82759113e+04 4.86419346e+02
3.43052098e+04 6.09601939e+03 6.15834983e+00 5.46492164e+02
3.54211350e+02 1.28238326e+04 8.07725967e+03 3.67385785e+07
2.78668917e+03 7.87647092e+05 1.22182274e-01 3.33628415e-02
6.83857283e+03 5.15816223e+04 6.14697324e+02]
iteration # 10400; log-lik = 233151.279839
[ 3.35699662e+05 9.37516751e+06 2.72387367e+04 6.13270857e+04
7.05983639e+03 5.91031133e+04 3.39743997e+04 1.00682769e+03
4.17836273e+03 5.81101704e+03 1.80241174e+04 4.83383859e+02
4.02572736e+04 6.26639400e+03 5.48909331e+00 5.71303607e+02
3.53519835e+02 1.30425835e+04 8.16839130e+03 4.04621243e+07
2.75050897e+03 8.60738759e+05 1.21984313e-01 3.33272894e-02
6.92610094e+03 5.11161942e+04 6.09507410e+02]
iteration # 10500; log-lik = 233151.598339
[ 3.16345509e+05 1.06436423e+07 2.72905891e+04 6.09720952e+04
6.88980911e+03 5.83760474e+04 3.40399453e+04 1.01301108e+03
4.14734366e+03 5.92618031e+03 1.79400883e+04 4.91638481e+02
4.85035288e+04 6.35632918e+03 4.96496445e+00 5.63074427e+02
3.46664304e+02 1.32559272e+04 8.26162195e+03 4.24425190e+07
2.76718206e+03 8.90579530e+05 1.23384589e-01 3.31630131e-02
7.14808218e+03 5.02135609e+04 5.97618922e+02]
iteration # 10600; log-lik = 233152.002648
[ 3.09790885e+05 1.28928563e+07 2.73935210e+04 6.10917980e+04
6.59840143e+03 5.71938046e+04 3.33950472e+04 9.61016571e+02
4.10565824e+03 6.15984072e+03 1.81490244e+04 4.98543789e+02
6.00712149e+04 6.38614513e+03 4.22827521e+00 5.58218818e+02
3.45165784e+02 1.35024551e+04 8.29811552e+03 4.62084189e+07
2.80309101e+03 9.70443163e+05 1.24382483e-01 3.30675919e-02
7.19891954e+03 5.02498019e+04 5.99036042e+02]
iteration # 10700; log-lik = 233152.399396
[ 3.05878673e+05 1.33478578e+07 2.75251841e+04 6.18138815e+04
6.59145370e+03 5.70714609e+04 3.45721729e+04 9.61974736e+02
4.15747783e+03 6.09382577e+03 1.81902964e+04 5.03308530e+02
6.27152459e+04 6.23974944e+03 4.11679518e+00 5.70458660e+02
3.49294068e+02 1.36217727e+04 8.40931595e+03 4.48290317e+07
2.78464639e+03 9.38374049e+05 1.25457889e-01 3.33866598e-02
7.26469910e+03 4.98956693e+04 5.95290078e+02]
iteration # 10800; log-lik = 233152.713850
[ 3.03368299e+05 1.45727196e+07 2.74191164e+04 6.17750172e+04
6.52279525e+03 5.66927579e+04 3.41446749e+04 9.33887824e+02
4.16446863e+03 6.09814597e+03 1.80410655e+04 5.04202427e+02
6.85958925e+04 6.28015964e+03 4.00208834e+00 5.75671566e+02
3.58453886e+02 1.37464344e+04 8.54985132e+03 4.39770515e+07
2.81524615e+03 9.27186132e+05 1.26439800e-01 3.34644259e-02
7.29792230e+03 4.94726128e+04 5.91741840e+02]
iteration # 10900; log-lik = 233153.012129
[ 3.03370170e+05 1.72324218e+07 2.72451325e+04 6.19545484e+04
6.37279164e+03 5.60536593e+04 3.37903646e+04 8.92977788e+02
4.17250000e+03 6.11741973e+03 1.80663139e+04 5.11849703e+02
8.11556098e+04 6.26879064e+03 3.58395105e+00 5.81972107e+02
3.57760094e+02 1.40772389e+04 8.72736520e+03 4.58326152e+07
2.81235074e+03 9.61825924e+05 1.27311693e-01 3.35124135e-02
7.39291011e+03 4.92902701e+04 5.90763171e+02]
iteration # 11000; log-lik = 233153.280563
[ 2.97283208e+05 2.06890472e+07 2.73971453e+04 6.21410745e+04
6.18218929e+03 5.51380863e+04 3.35159913e+04 8.54302883e+02
4.18102342e+03 6.17924411e+03 1.81943220e+04 5.27457487e+02
9.84223555e+04 6.18866102e+03 3.08857718e+00 5.71113904e+02
3.52452576e+02 1.43707041e+04 8.89608649e+03 4.96597366e+07
2.80032126e+03 1.02496525e+06 1.27872737e-01 3.33302713e-02
7.57534011e+03 4.92508645e+04 5.90785306e+02]
iteration # 11100; log-lik = 233153.386788
[ 2.93947831e+05 2.34673968e+07 2.73518311e+04 6.23553814e+04
6.06938866e+03 5.45851631e+04 3.35733009e+04 8.32512673e+02
4.20961069e+03 6.19597845e+03 1.82551838e+04 5.38291735e+02
1.12565108e+05 6.15997784e+03 2.82195238e+00 5.67881335e+02
3.49926530e+02 1.45589920e+04 9.07244221e+03 5.08913842e+07
2.81033112e+03 1.04589384e+06 1.28548955e-01 3.33108750e-02
7.67717034e+03 4.91415919e+04 5.90186226e+02]
iteration # 11200; log-lik = 233153.454409
[ 2.87053287e+05 2.55442619e+07 2.74598580e+04 6.26858657e+04
5.99636110e+03 5.40752961e+04 3.36371254e+04 8.18806770e+02
4.23267781e+03 6.19025113e+03 1.82945042e+04 5.39639680e+02
1.24892958e+05 6.11224308e+03 2.58321498e+00 5.76587216e+02
3.53091015e+02 1.46821229e+04 9.15888031e+03 5.31466507e+07
2.81333621e+03 1.08881140e+06 1.28785643e-01 3.32969638e-02
7.70984292e+03 4.90744619e+04 5.88985083e+02]
iteration # 11300; log-lik = 233153.557274
[ 2.86636710e+05 2.61940559e+07 2.74654802e+04 6.26827606e+04
5.98895321e+03 5.39007383e+04 3.32646691e+04 8.12066986e+02
4.22051073e+03 6.13909703e+03 1.81318030e+04 5.42263702e+02
1.28100458e+05 6.09252849e+03 2.47712912e+00 5.78340149e+02
3.51477428e+02 1.46780654e+04 9.17673629e+03 5.56159390e+07
2.80875531e+03 1.13552063e+06 1.28020037e-01 3.30990591e-02
7.73422585e+03 4.93205095e+04 5.91692861e+02]
iteration # 11400; log-lik = 233153.733123
[ 2.70183498e+05 2.78863857e+07 2.73217794e+04 6.25193968e+04
5.89578729e+03 5.33330888e+04 3.28868886e+04 8.15244319e+02
4.18735285e+03 6.21879143e+03 1.81278657e+04 5.47179395e+02
1.44403581e+05 6.13209552e+03 2.26613664e+00 5.81846503e+02
3.52949564e+02 1.47233192e+04 9.17022541e+03 6.02795065e+07
2.80424134e+03 1.23274873e+06 1.27894269e-01 3.29127090e-02
7.75716713e+03 4.91012857e+04 5.89472305e+02]
iteration # 11500; log-lik = 233153.816366
[ 2.66542381e+05 3.05140250e+07 2.71674392e+04 6.23822177e+04
5.81148648e+03 5.28159949e+04 3.19571943e+04 7.92531073e+02
4.17286028e+03 6.22163462e+03 1.80483775e+04 5.48247718e+02
1.60050451e+05 6.18630898e+03 2.04850579e+00 5.89227465e+02
3.54328524e+02 1.47972566e+04 9.18952518e+03 6.63639663e+07
2.79724575e+03 1.35938540e+06 1.27007847e-01 3.26777246e-02
7.73387197e+03 4.93410278e+04 5.93251058e+02]
iteration # 11600; log-lik = 233153.855413
[ 2.64645050e+05 3.18320919e+07 2.71661070e+04 6.24765508e+04
5.77951626e+03 5.25485274e+04 3.18233848e+04 7.83051674e+02
4.17453841e+03 6.19708396e+03 1.80154851e+04 5.48605823e+02
1.68543882e+05 6.17635356e+03 1.92868206e+00 5.94786708e+02
3.54902673e+02 1.48407809e+04 9.21457069e+03 6.99813288e+07
2.78244770e+03 1.43275336e+06 1.26491092e-01 3.25864279e-02
7.72906693e+03 4.93826746e+04 5.94613214e+02]
iteration # 11700; log-lik = 233153.891055
[ 2.61002272e+05 3.28733522e+07 2.70940605e+04 6.23978003e+04
5.75509238e+03 5.23973701e+04 3.12852595e+04 7.74342038e+02
4.16985366e+03 6.16561653e+03 1.79827632e+04 5.51813735e+02
1.76486337e+05 6.17829013e+03 1.87886161e+00 5.98286253e+02
3.58322365e+02 1.49026472e+04 9.24539101e+03 7.21295182e+07
2.77626524e+03 1.47194907e+06 1.26329928e-01 3.25525782e-02
7.74287047e+03 4.93360998e+04 5.93597394e+02]
iteration # 11800; log-lik = 233153.941462
[ 2.62600968e+05 3.55639934e+07 2.71698015e+04 6.24322073e+04
5.69142490e+03 5.19998977e+04 3.06811754e+04 7.58840974e+02
4.17043611e+03 6.17521131e+03 1.79558502e+04 5.53932434e+02
1.90258027e+05 6.20143208e+03 1.71599446e+00 5.94537586e+02
3.54979536e+02 1.49624663e+04 9.29377640e+03 7.84769964e+07
2.77302731e+03 1.60076181e+06 1.25567541e-01 3.23559918e-02
7.76498398e+03 4.91991160e+04 5.93650016e+02]
iteration # 11900; log-lik = 233153.984901
[ 2.63436488e+05 3.47733574e+07 2.71745081e+04 6.24059176e+04
5.71177328e+03 5.21394493e+04 3.06904385e+04 7.70008349e+02
4.16503479e+03 6.19303076e+03 1.79799693e+04 5.54942055e+02
1.86618656e+05 6.24503925e+03 1.76906022e+00 5.94413802e+02
3.55532402e+02 1.49520690e+04 9.28873033e+03 7.57973168e+07
2.77355723e+03 1.54638775e+06 1.26003615e-01 3.24805860e-02
7.77959393e+03 4.91954549e+04 5.93557792e+02]
iteration # 12000; log-lik = 233154.002826
[ 2.61198250e+05 3.53479673e+07 2.72668166e+04 6.24434045e+04
5.68892017e+03 5.19758378e+04 3.04312470e+04 7.66601611e+02
4.16427172e+03 6.20553318e+03 1.79997654e+04 5.56179088e+02
1.91789296e+05 6.24012875e+03 1.73541919e+00 5.95354256e+02
3.57975313e+02 1.49784826e+04 9.28840345e+03 7.66276765e+07
2.77642712e+03 1.56089660e+06 1.26092893e-01 3.24641773e-02
7.77948074e+03 4.92809641e+04 5.94206667e+02]
iteration # 12100; log-lik = 233154.017757
[ 2.62169541e+05 3.50998123e+07 2.71937159e+04 6.22955181e+04
5.69822609e+03 5.20711973e+04 3.05511011e+04 7.75044566e+02
4.16052803e+03 6.21867111e+03 1.79525279e+04 5.56943660e+02
1.91376543e+05 6.31834503e+03 1.77976574e+00 5.95952828e+02
3.57894487e+02 1.49958845e+04 9.31669031e+03 7.35771022e+07
2.78349639e+03 1.50274241e+06 1.26628794e-01 3.25737779e-02
7.78388659e+03 4.92668612e+04 5.94400629e+02]
iteration # 12200; log-lik = 233154.024079
[ 2.60611849e+05 3.47494613e+07 2.71901559e+04 6.22999621e+04
5.70344609e+03 5.20786380e+04 3.05255884e+04 7.76845831e+02
4.15791422e+03 6.21061325e+03 1.79612105e+04 5.56226039e+02
1.90840742e+05 6.31927236e+03 1.78315676e+00 5.98352265e+02
3.59783284e+02 1.49781234e+04 9.29441122e+03 7.38912619e+07
2.78366068e+03 1.50872620e+06 1.26572258e-01 3.25962931e-02
7.77353232e+03 4.92360091e+04 5.94053484e+02]
iteration # 12300; log-lik = 233154.028722
[ 2.62239347e+05 3.46119444e+07 2.72369726e+04 6.23321851e+04
5.70598009e+03 5.21043621e+04 3.05816524e+04 7.77952458e+02
4.15907043e+03 6.21650101e+03 1.79851418e+04 5.55769696e+02
1.89014513e+05 6.31498801e+03 1.78696027e+00 5.96139236e+02
3.58412222e+02 1.49674372e+04 9.29376777e+03 7.36089650e+07
2.79092614e+03 1.50524220e+06 1.26551411e-01 3.25952987e-02
7.75830189e+03 4.92454007e+04 5.94419137e+02]
iteration # 12400; log-lik = 233154.035691
[ 2.59852066e+05 3.43856912e+07 2.71952162e+04 6.22549645e+04
5.71140195e+03 5.21215708e+04 3.05408291e+04 7.82059993e+02
4.15893589e+03 6.21270582e+03 1.79942123e+04 5.55376938e+02
1.89424715e+05 6.32733375e+03 1.80239804e+00 5.97565664e+02
3.60041175e+02 1.49668949e+04 9.29851651e+03 7.29287946e+07
2.79729874e+03 1.49123906e+06 1.26689525e-01 3.26086892e-02
7.74674592e+03 4.92336857e+04 5.94022260e+02]
iteration # 12500; log-lik = 233154.040978
[ 2.60327610e+05 3.44419673e+07 2.71868667e+04 6.22759425e+04
5.71066815e+03 5.21253780e+04 3.06212886e+04 7.85163125e+02
4.15934319e+03 6.21468972e+03 1.79961595e+04 5.55608983e+02
1.89603362e+05 6.33014574e+03 1.79236473e+00 5.96605204e+02
3.58108922e+02 1.49678829e+04 9.30474039e+03 7.31781828e+07
2.79843620e+03 1.49693071e+06 1.26652094e-01 3.25916868e-02
7.74304002e+03 4.92102333e+04 5.94048053e+02]
iteration # 12600; log-lik = 233154.047008
[ 2.58982937e+05 3.48564271e+07 2.71659304e+04 6.22618820e+04
5.69947631e+03 5.20694649e+04 3.06131772e+04 7.84310624e+02
4.16058586e+03 6.20921759e+03 1.79855474e+04 5.56337130e+02
1.92643390e+05 6.32880745e+03 1.77239790e+00 5.98087209e+02
3.58280236e+02 1.49983297e+04 9.31495746e+03 7.37379121e+07
2.80342659e+03 1.50808925e+06 1.26663653e-01 3.25975733e-02
7.73632631e+03 4.91641456e+04 5.93337305e+02]
iteration # 12700; log-lik = 233154.050457
[ 2.59054923e+05 3.48002520e+07 2.71601421e+04 6.22952083e+04
5.70219041e+03 5.20824695e+04 3.06157737e+04 7.86179223e+02
4.16341483e+03 6.20434133e+03 1.79761556e+04 5.56385572e+02
1.92187914e+05 6.32494644e+03 1.77187527e+00 5.98693999e+02
3.58408103e+02 1.49958172e+04 9.31539189e+03 7.38135951e+07
2.80233783e+03 1.50909176e+06 1.26664891e-01 3.26037751e-02
7.73409340e+03 4.91297028e+04 5.93118508e+02]
iteration # 12800; log-lik = 233154.054329
[ 2.58555117e+05 3.41172239e+07 2.71977911e+04 6.23376683e+04
5.71887860e+03 5.21814798e+04 3.07640307e+04 7.94000670e+02
4.16283182e+03 6.20149579e+03 1.79645321e+04 5.56479332e+02
1.88695926e+05 6.31088784e+03 1.80541292e+00 5.98502693e+02
3.58492231e+02 1.49749652e+04 9.30927414e+03 7.24781350e+07
2.80387487e+03 1.48093597e+06 1.26890143e-01 3.26403814e-02
7.73823544e+03 4.90867550e+04 5.92285766e+02]
iteration # 12900; log-lik = 233154.061395
[ 2.58722464e+05 3.32885538e+07 2.71935560e+04 6.23509132e+04
5.73904564e+03 5.23395444e+04 3.08000713e+04 8.05956792e+02
4.15670343e+03 6.20250557e+03 1.79216382e+04 5.57555652e+02
1.83927990e+05 6.30984380e+03 1.85490643e+00 5.98258385e+02
3.58495113e+02 1.49490658e+04 9.30323225e+03 7.07666307e+07
2.80692094e+03 1.44687448e+06 1.27171693e-01 3.26960913e-02
7.73033474e+03 4.90324127e+04 5.91653232e+02]
iteration # 13000; log-lik = 233154.063313
[ 2.59160835e+05 3.26489465e+07 2.71645096e+04 6.23327289e+04
5.75473634e+03 5.24504655e+04 3.07815765e+04 8.10552275e+02
4.15229324e+03 6.20234024e+03 1.79114313e+04 5.57163910e+02
1.80117361e+05 6.30984452e+03 1.89259732e+00 5.98842433e+02
3.58907042e+02 1.49260082e+04 9.28347527e+03 6.98598516e+07
2.80724159e+03 1.42948279e+06 1.27243553e-01 3.27254545e-02
7.71994478e+03 4.90483936e+04 5.91716381e+02]
iteration # 13100; log-lik = 233154.064845
[ 2.58989052e+05 3.24729451e+07 2.71802606e+04 6.23633005e+04
5.75736927e+03 5.24760453e+04 3.07579289e+04 8.13741937e+02
4.14817027e+03 6.20843819e+03 1.79020541e+04 5.57181825e+02
1.79116198e+05 6.30395034e+03 1.89920513e+00 5.99161318e+02
3.59048515e+02 1.49172699e+04 9.27346531e+03 6.97553394e+07
2.80776057e+03 1.42751984e+06 1.27308976e-01 3.27349964e-02
7.72063352e+03 4.90158980e+04 5.91319162e+02]
iteration # 13200; log-lik = 233154.066676
[ 2.59573526e+05 3.23855190e+07 2.71981761e+04 6.23784258e+04
5.75915147e+03 5.24785071e+04 3.07594750e+04 8.15369102e+02
4.14427379e+03 6.21569736e+03 1.78968948e+04 5.57614747e+02
1.78222947e+05 6.30131033e+03 1.90197041e+00 5.97784345e+02
3.58423449e+02 1.49075540e+04 9.27081901e+03 6.95771398e+07
2.81089456e+03 1.42431926e+06 1.27313983e-01 3.27254685e-02
7.72400190e+03 4.90426440e+04 5.91764047e+02]
iteration # 13300; log-lik = 233154.071675
[ 2.60178703e+05 3.21237208e+07 2.72075040e+04 6.23692632e+04
5.76475527e+03 5.25083644e+04 3.08791172e+04 8.17272500e+02
4.14461686e+03 6.22108926e+03 1.79000252e+04 5.56931150e+02
1.76403580e+05 6.30822658e+03 1.91220439e+00 5.97001905e+02
3.57902249e+02 1.48938026e+04 9.25563240e+03 6.93738817e+07
2.80565021e+03 1.41934138e+06 1.27286917e-01 3.27309539e-02
7.72792475e+03 4.90720026e+04 5.92050369e+02]
iteration # 13400; log-lik = 233154.087094
[ 2.61431503e+05 3.25647159e+07 2.72893863e+04 6.24310413e+04
5.73898541e+03 5.23784550e+04 3.07716911e+04 8.11648418e+02
4.13211039e+03 6.26089003e+03 1.78871910e+04 5.57758704e+02
1.77409327e+05 6.28229048e+03 1.88118339e+00 5.91567307e+02
3.57609346e+02 1.48927074e+04 9.23097701e+03 7.06957703e+07
2.80731239e+03 1.44414437e+06 1.27212029e-01 3.26687059e-02
7.75222097e+03 4.90532869e+04 5.91834963e+02]
iteration # 13500; log-lik = 233154.103573
[ 2.62382656e+05 3.24521739e+07 2.73516286e+04 6.24666841e+04
5.74115544e+03 5.24211886e+04 3.08667837e+04 8.19212188e+02
4.12722062e+03 6.24509841e+03 1.78129096e+04 5.61799656e+02
1.75990218e+05 6.24963873e+03 1.87469795e+00 5.86602307e+02
3.54306558e+02 1.48957875e+04 9.24317834e+03 7.12348219e+07
2.79592655e+03 1.44787937e+06 1.27066545e-01 3.26143830e-02
7.76893461e+03 4.90954685e+04 5.91974856e+02]
iteration # 13600; log-lik = 233154.118115
[ 2.59848766e+05 3.36670206e+07 2.73009316e+04 6.24345615e+04
5.70298929e+03 5.21873107e+04 3.06662568e+04 8.11338140e+02
4.12189135e+03 6.26396964e+03 1.78550567e+04 5.61610913e+02
1.84493094e+05 6.26798177e+03 1.79585182e+00 5.90153554e+02
3.54603662e+02 1.49417757e+04 9.24378627e+03 7.37041080e+07
2.79564667e+03 1.49867592e+06 1.26861268e-01 3.25516620e-02
7.76166868e+03 4.92385825e+04 5.93612134e+02]
iteration # 13700; log-lik = 233154.156010
[ 2.59917724e+05 3.42834468e+07 2.72444744e+04 6.25472774e+04
5.69430129e+03 5.20598434e+04 3.06824197e+04 8.04048852e+02
4.12441615e+03 6.23269187e+03 1.78541061e+04 5.59406234e+02
1.87599364e+05 6.25559420e+03 1.74054097e+00 5.95802172e+02
3.58366410e+02 1.49528444e+04 9.25049984e+03 7.62325309e+07
2.78159343e+03 1.55152889e+06 1.26352787e-01 3.25620734e-02
7.73028054e+03 4.92798817e+04 5.94525202e+02]
iteration # 13800; log-lik = 233154.219383
[ 2.63375246e+05 3.31208265e+07 2.71416618e+04 6.23431480e+04
5.70894137e+03 5.21597605e+04 3.10705430e+04 8.18124878e+02
4.10183798e+03 6.25866076e+03 1.78326269e+04 5.58412823e+02
1.79412927e+05 6.31018035e+03 1.76849246e+00 5.91083738e+02
3.55546882e+02 1.48679957e+04 9.18359474e+03 7.53420860e+07
2.78524161e+03 1.53906788e+06 1.25982091e-01 3.25377057e-02
7.67608914e+03 4.97871729e+04 6.01369973e+02]
iteration # 13900; log-lik = 233154.288467
[ 2.61709534e+05 3.31097781e+07 2.71309384e+04 6.22254340e+04
5.69785677e+03 5.20315155e+04 3.16983189e+04 8.18896896e+02
4.09406883e+03 6.18607024e+03 1.78342559e+04 5.53518686e+02
1.79410724e+05 6.26842125e+03 1.66937909e+00 5.88569565e+02
3.52497889e+02 1.48225819e+04 9.11904482e+03 8.20867384e+07
2.78042087e+03 1.67610662e+06 1.24440197e-01 3.23311001e-02
7.58768517e+03 4.99973041e+04 6.02887419e+02]
iteration # 14000; log-lik = 233154.376435
[ 2.59409900e+05 3.37916770e+07 2.71706425e+04 6.22243481e+04
5.67362245e+03 5.17990523e+04 3.15735521e+04 8.22565966e+02
4.08174311e+03 6.22294677e+03 1.79271059e+04 5.47372045e+02
1.84880842e+05 6.30536928e+03 1.60153806e+00 5.86829794e+02
3.55521716e+02 1.48300659e+04 9.09425468e+03 8.59425343e+07
2.77710245e+03 1.76082650e+06 1.24171019e-01 3.22529397e-02
7.57339777e+03 4.97691157e+04 6.00155803e+02]
iteration # 14100; log-lik = 233154.490891
[ 2.56404245e+05 3.61781837e+07 2.71346437e+04 6.20780007e+04
5.60301592e+03 5.13183441e+04 3.16850279e+04 8.20429358e+02
4.05672198e+03 6.19472556e+03 1.80249799e+04 5.44668229e+02
2.00485073e+05 6.31624807e+03 1.42648962e+00 5.81732155e+02
3.53460528e+02 1.49147595e+04 9.09701409e+03 9.63702507e+07
2.79389526e+03 1.98459634e+06 1.22901287e-01 3.20222822e-02
7.48561533e+03 4.98518065e+04 6.00788051e+02]
iteration # 14200; log-lik = 233154.663424
[ 2.56861276e+05 3.93671336e+07 2.72378040e+04 6.21741127e+04
5.52981498e+03 5.07891002e+04 3.22228961e+04 8.43360099e+02
4.03481484e+03 6.16782110e+03 1.79235494e+04 5.45042925e+02
2.20403771e+05 6.39865441e+03 1.25189225e+00 5.70485796e+02
3.49926961e+02 1.50012668e+04 9.17203887e+03 1.06071532e+08
2.81526259e+03 2.19538871e+06 1.22368085e-01 3.18622607e-02
7.48001291e+03 4.94503349e+04 5.97098531e+02]
iteration # 14300; log-lik = 233154.763062
[ 2.49978402e+05 4.36262076e+07 2.72084223e+04 6.24130982e+04
5.43521527e+03 5.01501954e+04 3.19940668e+04 8.40200637e+02
4.04895605e+03 6.17317253e+03 1.80189495e+04 5.42520006e+02
2.53404151e+05 6.44418168e+03 1.11676643e+00 5.75869533e+02
3.56297518e+02 1.51619497e+04 9.23942432e+03 1.13641563e+08
2.84669282e+03 2.36069675e+06 1.22755690e-01 3.18251424e-02
7.47081437e+03 4.90602504e+04 5.91918102e+02]
iteration # 14400; log-lik = 233154.875512
[ 2.53280217e+05 4.22613074e+07 2.74220739e+04 6.28472961e+04
5.47226668e+03 5.03062297e+04 3.18281820e+04 8.69808739e+02
4.05538045e+03 6.12574781e+03 1.80515328e+04 5.41223549e+02
2.41408055e+05 6.35016089e+03 1.12648269e+00 5.69382344e+02
3.56559175e+02 1.51195868e+04 9.23999567e+03 1.13438224e+08
2.86312813e+03 2.36126247e+06 1.22816509e-01 3.17770200e-02
7.42104259e+03 4.89820955e+04 5.89487992e+02]
iteration # 14500; log-lik = 233154.932984
[ 2.56785365e+05 4.35418830e+07 2.73687088e+04 6.26655160e+04
5.45459291e+03 5.02340025e+04 3.17531200e+04 8.63102848e+02
4.06249311e+03 6.11251198e+03 1.80434380e+04 5.39507292e+02
2.45657873e+05 6.39897216e+03 1.10338480e+00 5.66354612e+02
3.54591384e+02 1.51667932e+04 9.27172342e+03 1.14780164e+08
2.86856776e+03 2.39828444e+06 1.22592626e-01 3.17015759e-02
7.39076167e+03 4.91446370e+04 5.91759395e+02]
iteration # 14600; log-lik = 233155.001936
[ 2.56987359e+05 4.38102395e+07 2.73988454e+04 6.27369111e+04
5.45861394e+03 5.02343417e+04 3.21392259e+04 8.74627483e+02
4.06992840e+03 6.03201153e+03 1.79835225e+04 5.40559821e+02
2.47697356e+05 6.37626999e+03 1.08519375e+00 5.68043193e+02
3.54657086e+02 1.52151290e+04 9.31129699e+03 1.14943606e+08
2.86808713e+03 2.39864949e+06 1.22539537e-01 3.17064420e-02
7.35567023e+03 4.94095737e+04 5.93448897e+02]
iteration # 14700; log-lik = 233155.061429
[ 2.58542934e+05 4.56612807e+07 2.74749029e+04 6.28983646e+04
5.43104068e+03 5.00789908e+04 3.19308365e+04 8.71120632e+02
4.07878043e+03 6.01335603e+03 1.79299163e+04 5.41088944e+02
2.57557486e+05 6.38239281e+03 1.05880191e+00 5.71183897e+02
3.58958110e+02 1.53113502e+04 9.36136518e+03 1.14378385e+08
2.87465728e+03 2.38940237e+06 1.23147207e-01 3.17643984e-02
7.37354395e+03 4.93799401e+04 5.93241527e+02]
iteration # 14800; log-lik = 233155.147030
[ 2.58641460e+05 4.87598997e+07 2.74375346e+04 6.27616848e+04
5.37715790e+03 4.96168429e+04 3.24326430e+04 8.54571864e+02
4.07069097e+03 5.97473180e+03 1.78371284e+04 5.37474381e+02
2.74375400e+05 6.41025433e+03 9.49100336e-01 5.76308188e+02
3.58202677e+02 1.53539340e+04 9.34677309e+03 1.25919504e+08
2.84793798e+03 2.63549728e+06 1.21723415e-01 3.15710444e-02
7.32757504e+03 5.00001260e+04 6.01249673e+02]
iteration # 14900; log-lik = 233155.231812
[ 2.62303926e+05 5.29235341e+07 2.75791214e+04 6.28762130e+04
5.31460654e+03 4.91216025e+04 3.19948006e+04 8.33993767e+02
4.06469194e+03 5.98127219e+03 1.77802951e+04 5.40364377e+02
2.92601599e+05 6.38306353e+03 8.58061811e-01 5.69081993e+02
3.55491925e+02 1.54010718e+04 9.38493690e+03 1.37140674e+08
2.84845749e+03 2.87851596e+06 1.20665090e-01 3.13130118e-02
7.33194007e+03 5.03710576e+04 6.05712751e+02]
iteration # 15000; log-lik = 233155.271839
[ 2.60082918e+05 5.50268390e+07 2.75998074e+04 6.30359350e+04
5.28188319e+03 4.88122859e+04 3.19020319e+04 8.42728270e+02
4.05801133e+03 5.96160671e+03 1.78026759e+04 5.37542213e+02
3.07598759e+05 6.39636209e+03 7.97385058e-01 5.72470659e+02
3.59095480e+02 1.54290305e+04 9.38107768e+03 1.45465252e+08
2.85858985e+03 3.07342199e+06 1.20294706e-01 3.12435725e-02
7.28398459e+03 5.04191368e+04 6.06461522e+02]
iteration # 15100; log-lik = 233155.304487
[ 2.58481573e+05 6.11460564e+07 2.76817575e+04 6.30266332e+04
5.18712228e+03 4.81519050e+04 3.16108541e+04 8.24247902e+02
4.04107459e+03 5.96228306e+03 1.77868758e+04 5.37782856e+02
3.42448200e+05 6.38066632e+03 6.87258372e-01 5.67696690e+02
3.57394643e+02 1.55358767e+04 9.37933628e+03 1.67965374e+08
2.84729875e+03 3.54386457e+06 1.18935362e-01 3.09307689e-02
7.27894204e+03 5.06162445e+04 6.08509356e+02]
iteration # 15200; log-lik = 233155.343331
[ 2.59154411e+05 6.25371138e+07 2.77275462e+04 6.31333325e+04
5.17417881e+03 4.80337174e+04 3.11333844e+04 8.21977226e+02
4.02944557e+03 5.94340590e+03 1.77708478e+04 5.41046981e+02
3.47504047e+05 6.30834193e+03 6.59380188e-01 5.66013789e+02
3.55559812e+02 1.55541918e+04 9.37778170e+03 1.76494759e+08
2.84311127e+03 3.72272680e+06 1.18339495e-01 3.07877996e-02
7.27569200e+03 5.07884254e+04 6.10784283e+02]
iteration # 15300; log-lik = 233155.391077
[ 2.55211727e+05 6.26674316e+07 2.77135867e+04 6.31303945e+04
5.16899022e+03 4.80014729e+04 3.10276755e+04 8.31841947e+02
4.02938302e+03 5.93225051e+03 1.77301603e+04 5.42710798e+02
3.54698748e+05 6.32164432e+03 6.53214311e-01 5.69947144e+02
3.58580712e+02 1.55772617e+04 9.37907201e+03 1.78345974e+08
2.83294883e+03 3.75343767e+06 1.18490336e-01 3.08410427e-02
7.28114662e+03 5.06004459e+04 6.08503648e+02]
iteration # 15400; log-lik = 233155.459701
[ 2.55815272e+05 6.54079002e+07 2.77925234e+04 6.30158751e+04
5.11284803e+03 4.76416170e+04 3.09243029e+04 8.21569133e+02
4.01309642e+03 5.95078203e+03 1.77573135e+04 5.40503185e+02
3.66189761e+05 6.27481393e+03 5.88709910e-01 5.62426568e+02
3.54167834e+02 1.55629276e+04 9.28317909e+03 2.04042309e+08
2.81794314e+03 4.29296747e+06 1.16803251e-01 3.05545738e-02
7.23530118e+03 5.07334502e+04 6.11218101e+02]
iteration # 15500; log-lik = 233155.520192
[ 2.55017168e+05 6.32194103e+07 2.78631209e+04 6.30174824e+04
5.12863014e+03 4.77657245e+04 3.13682720e+04 8.49718306e+02
4.01015593e+03 5.96842967e+03 1.77619754e+04 5.39765298e+02
3.57000855e+05 6.31743273e+03 6.07667346e-01 5.61852817e+02
3.56326022e+02 1.55322676e+04 9.26442549e+03 1.93985023e+08
2.83103856e+03 4.09416367e+06 1.17555554e-01 3.07010325e-02
7.21773588e+03 5.07953853e+04 6.11491449e+02]
iteration # 15600; log-lik = 233155.575162
[ 2.52442608e+05 6.24842814e+07 2.78587479e+04 6.30322693e+04
5.13294858e+03 4.78257471e+04 3.14768947e+04 8.62652386e+02
4.01149528e+03 5.95122588e+03 1.77378203e+04 5.40288699e+02
3.57603972e+05 6.31446697e+03 6.13495714e-01 5.65914990e+02
3.60026702e+02 1.55422502e+04 9.26316915e+03 1.91323606e+08
2.82965253e+03 4.04197034e+06 1.17914241e-01 3.08118349e-02
7.20507939e+03 5.07097895e+04 6.09918489e+02]
iteration # 15700; log-lik = 233155.628126
[ 2.55503593e+05 6.41378439e+07 2.78602375e+04 6.30282655e+04
5.11532640e+03 4.77249388e+04 3.14271562e+04 8.65730924e+02
4.00145025e+03 5.96297057e+03 1.77359660e+04 5.40776130e+02
3.62164041e+05 6.32711544e+03 5.94923889e-01 5.62994635e+02
3.58277876e+02 1.55808841e+04 9.26728226e+03 1.95388318e+08
2.83362225e+03 4.13665361e+06 1.17745437e-01 3.07833182e-02
7.20868006e+03 5.08344247e+04 6.11921424e+02]
iteration # 15800; log-lik = 233155.684687
[ 2.56685082e+05 6.11587672e+07 2.78454849e+04 6.30012707e+04
5.14887234e+03 4.80084083e+04 3.16961865e+04 8.81859575e+02
3.99876606e+03 5.97230417e+03 1.76262455e+04 5.40975948e+02
3.43907853e+05 6.32704748e+03 6.28145025e-01 5.64288695e+02
3.58927399e+02 1.55100506e+04 9.23943975e+03 1.86453142e+08
2.82436624e+03 3.94753585e+06 1.18259291e-01 3.09050826e-02
7.23019363e+03 5.06565020e+04 6.10853163e+02]
iteration # 15900; log-lik = 233155.749836
[ 2.56771884e+05 6.28274302e+07 2.78539396e+04 6.30628610e+04
5.13621379e+03 4.78837527e+04 3.17165480e+04 8.89501608e+02
3.99463243e+03 5.94314352e+03 1.76234897e+04 5.39630915e+02
3.52297364e+05 6.30626236e+03 5.98306665e-01 5.62301806e+02
3.57536341e+02 1.55490813e+04 9.26713400e+03 1.95798533e+08
2.82560326e+03 4.14914792e+06 1.17775138e-01 3.08094197e-02
7.20826849e+03 5.05289048e+04 6.09399801e+02]
iteration # 16000; log-lik = 233155.862713
[ 2.56169589e+05 6.38491253e+07 2.79315415e+04 6.30783980e+04
5.12840660e+03 4.78180437e+04 3.19902074e+04 8.97425555e+02
4.01595361e+03 5.92267488e+03 1.76341309e+04 5.36884121e+02
3.56689586e+05 6.28513662e+03 5.73511924e-01 5.59233241e+02
3.53980832e+02 1.55447683e+04 9.27582379e+03 2.05813637e+08
2.82365312e+03 4.36948514e+06 1.17213581e-01 3.07261624e-02
7.18989601e+03 5.01824624e+04 6.05361216e+02]
iteration # 16100; log-lik = 233156.098074
[ 2.51066242e+05 6.23222746e+07 2.80115095e+04 6.30104242e+04
5.14624948e+03 4.77655441e+04 3.27685537e+04 9.69888905e+02
4.03059701e+03 5.93642789e+03 1.76860616e+04 5.34496184e+02
3.55738369e+05 6.32440067e+03 5.83994820e-01 5.55705442e+02
3.64647830e+02 1.55677090e+04 9.34670957e+03 1.88024024e+08
2.88916278e+03 4.02318052e+06 1.18790626e-01 3.09636874e-02
7.13993657e+03 5.02137109e+04 6.05963096e+02]
iteration # 16200; log-lik = 233156.481362
[ 2.48689415e+05 7.61085289e+07 2.76949756e+04 6.26326601e+04
4.99428976e+03 4.68220314e+04 3.29972891e+04 9.49363086e+02
4.01911678e+03 5.94204486e+03 1.73899970e+04 5.43880723e+02
4.37715938e+05 6.36035269e+03 4.68784645e-01 5.59853296e+02
3.62489192e+02 1.58439201e+04 9.51951215e+03 2.17180418e+08
2.87297147e+03 4.64277774e+06 1.17674401e-01 3.07703551e-02
7.17347891e+03 5.06903685e+04 6.15629949e+02]
iteration # 16300; log-lik = 233157.280084
[ 2.50334978e+05 1.12200584e+08 2.77472705e+04 6.23986582e+04
4.76790417e+03 4.48983478e+04 3.51282430e+04 9.55028277e+02
4.08526144e+03 5.81687628e+03 1.73164367e+04 5.40496373e+02
6.17794116e+05 6.24296707e+03 2.71247074e-01 5.32600068e+02
3.42614383e+02 1.62416980e+04 9.88228409e+03 3.31868234e+08
2.83602506e+03 7.14716639e+06 1.13221569e-01 2.97371359e-02
7.20964251e+03 5.13177745e+04 6.26822992e+02]
iteration # 16400; log-lik = 233157.857089
[ 2.34624112e+05 1.90207473e+08 2.78404177e+04 6.27007264e+04
4.41874421e+03 4.20998969e+04 3.75305592e+04 9.83879740e+02
4.17812445e+03 5.81822323e+03 1.74157371e+04 5.41610460e+02
1.10288037e+06 6.18848170e+03 1.35264310e-01 5.15746162e+02
3.38391814e+02 1.69108982e+04 1.03972881e+04 5.19461857e+08
2.84758586e+03 1.12573203e+07 1.10773097e-01 2.89215835e-02
7.30266190e+03 5.17029937e+04 6.32822863e+02]
iteration # 16500; log-lik = 233158.042328
[ 2.33181127e+05 1.94875345e+08 2.78019783e+04 6.27427939e+04
4.39505710e+03 4.20496631e+04 3.76897488e+04 9.84407952e+02
4.20992071e+03 5.83516340e+03 1.74282968e+04 5.41919678e+02
1.12756280e+06 6.11635195e+03 1.31954355e-01 5.17704078e+02
3.37493462e+02 1.69636394e+04 1.04076453e+04 5.26173076e+08
2.85320192e+03 1.13524258e+07 1.11038381e-01 2.89297069e-02
7.31909924e+03 5.15130837e+04 6.31672623e+02]
iteration # 16600; log-lik = 233158.209523
[ 2.35496427e+05 1.91302684e+08 2.77685271e+04 6.27796794e+04
4.39465631e+03 4.21546929e+04 3.78603075e+04 9.98776025e+02
4.18820358e+03 5.87481848e+03 1.74889598e+04 5.40489067e+02
1.08687621e+06 6.05071853e+03 1.31884734e-01 5.14367992e+02
3.35782683e+02 1.68890685e+04 1.03238496e+04 5.34762005e+08
2.84957855e+03 1.15800442e+07 1.10849839e-01 2.89286715e-02
7.32169302e+03 5.16259867e+04 6.33123513e+02]
iteration # 16700; log-lik = 233158.373963
[ 2.36314644e+05 1.98897322e+08 2.76416427e+04 6.27773847e+04
4.36209298e+03 4.20782388e+04 3.86936196e+04 1.07188872e+03
4.19559831e+03 5.93841104e+03 1.75225896e+04 5.41190490e+02
1.13098658e+06 6.10292794e+03 1.26933185e-01 5.14185027e+02
3.34476594e+02 1.70340164e+04 1.04183147e+04 5.08891287e+08
2.88607337e+03 1.10783094e+07 1.12183390e-01 2.90787826e-02
7.28422463e+03 5.21455510e+04 6.39506120e+02]
iteration # 16800; log-lik = 233158.485988
[ 2.36673528e+05 1.79301846e+08 2.76255717e+04 6.29422796e+04
4.41012708e+03 4.26042736e+04 3.90517591e+04 1.11188213e+03
4.18861209e+03 5.98053342e+03 1.75384871e+04 5.40271618e+02
1.01947353e+06 6.06050395e+03 1.43751949e-01 5.17403950e+02
3.37805589e+02 1.69138933e+04 1.03227229e+04 4.56106358e+08
2.89802838e+03 9.90930596e+06 1.13589940e-01 2.93817347e-02
7.28078887e+03 5.19337613e+04 6.35552890e+02]
iteration # 16900; log-lik = 233158.555345
[ 2.35721223e+05 1.82977193e+08 2.77422842e+04 6.30972811e+04
4.40114595e+03 4.25533045e+04 3.91826443e+04 1.14372387e+03
4.19273095e+03 5.99324544e+03 1.74904615e+04 5.44410953e+02
1.04010792e+06 6.01394206e+03 1.39066819e-01 5.15730261e+02
3.36233880e+02 1.69402393e+04 1.03690378e+04 4.60915939e+08
2.88187280e+03 9.98074686e+06 1.13888979e-01 2.93793762e-02
7.35231174e+03 5.18911026e+04 6.35428760e+02]
iteration # 17000; log-lik = 233158.676565
[ 2.38163764e+05 1.67958125e+08 2.76052442e+04 6.30535678e+04
4.44738908e+03 4.29840193e+04 3.98525853e+04 1.18767243e+03
4.18557128e+03 5.97086836e+03 1.75534585e+04 5.40506399e+02
9.44344061e+05 5.98489103e+03 1.46660789e-01 5.18630466e+02
3.35713670e+02 1.68188928e+04 1.02209234e+04 4.55449037e+08
2.85614189e+03 9.85132012e+06 1.13677206e-01 2.95403687e-02
7.30006139e+03 5.20001342e+04 6.36593010e+02]
iteration # 17100; log-lik = 233158.821474
[ 2.38115364e+05 1.77930525e+08 2.77878852e+04 6.32229010e+04
4.40831515e+03 4.25546496e+04 4.08860931e+04 1.22881356e+03
4.18697773e+03 5.89989895e+03 1.75252064e+04 5.38473810e+02
1.00367145e+06 5.95764705e+03 1.26503721e-01 5.14992464e+02
3.35401414e+02 1.68163317e+04 1.02246603e+04 5.12660109e+08
2.84274292e+03 1.11267934e+07 1.12405386e-01 2.93683574e-02
7.26011920e+03 5.25151106e+04 6.42792545e+02]
iteration # 17200; log-lik = 233158.910794
[ 2.39709216e+05 1.70594900e+08 2.77020041e+04 6.31887231e+04
4.44299631e+03 4.27800182e+04 4.13299163e+04 1.23390826e+03
4.19540708e+03 5.87038642e+03 1.75983135e+04 5.34580603e+02
9.66240703e+05 6.01723399e+03 1.32592832e-01 5.18539766e+02
3.36178364e+02 1.67624692e+04 1.01996684e+04 4.93682787e+08
2.83508547e+03 1.07310699e+07 1.12594582e-01 2.95000176e-02
7.25421599e+03 5.24282786e+04 6.41978636e+02]
iteration # 17300; log-lik = 233159.131889
[ 2.38709930e+05 1.81346729e+08 2.77526228e+04 6.32059066e+04
4.41087955e+03 4.25366340e+04 4.03738910e+04 1.22289922e+03
4.20164944e+03 5.86910885e+03 1.76247797e+04 5.35415537e+02
1.03049502e+06 5.97312756e+03 1.24323957e-01 5.19334929e+02
3.39651316e+02 1.68436815e+04 1.02546568e+04 5.18682664e+08
2.84590222e+03 1.12801750e+07 1.12575964e-01 2.94373035e-02
7.31443105e+03 5.21288903e+04 6.40692508e+02]
iteration # 17400; log-lik = 233159.442147
[ 2.43755846e+05 1.90049898e+08 2.77665474e+04 6.31430278e+04
4.38888052e+03 4.23897161e+04 4.07437945e+04 1.28179938e+03
4.20327802e+03 5.88043456e+03 1.77271069e+04 5.35530541e+02
1.07598663e+06 6.04890084e+03 1.15837932e-01 5.13232014e+02
3.38544861e+02 1.68927928e+04 1.03242971e+04 5.26953468e+08
2.86110312e+03 1.15272290e+07 1.12736208e-01 2.95290106e-02
7.36912365e+03 5.24303483e+04 6.44982760e+02]
iteration # 17500; log-lik = 233159.717090
[ 2.44053634e+05 1.98961779e+08 2.76620846e+04 6.28265754e+04
4.37245223e+03 4.21950121e+04 4.21037356e+04 1.35898003e+03
4.24016233e+03 5.83852833e+03 1.76948837e+04 5.28725495e+02
1.13371291e+06 6.15460762e+03 1.07412698e-01 5.10178136e+02
3.37933033e+02 1.69819873e+04 1.04390477e+04 5.32663817e+08
2.89556336e+03 1.17233643e+07 1.12829949e-01 2.95255787e-02
7.32023183e+03 5.26267654e+04 6.47148511e+02]
iteration # 17600; log-lik = 233159.955101
[ 2.41781915e+05 2.22655853e+08 2.77891064e+04 6.28494772e+04
4.32732004e+03 4.15605522e+04 4.26335042e+04 1.42037175e+03
4.26180455e+03 5.69935134e+03 1.74386302e+04 5.24536146e+02
1.28729558e+06 6.17226637e+03 8.68252086e-02 5.16647661e+02
3.43967236e+02 1.70768327e+04 1.05332136e+04 6.25822758e+08
2.86309611e+03 1.37997293e+07 1.11407453e-01 2.93149307e-02
7.32779582e+03 5.29848827e+04 6.53069859e+02]
iteration # 17700; log-lik = 233160.209431
[ 2.45198400e+05 2.38285670e+08 2.77160033e+04 6.26200188e+04
4.30449614e+03 4.12402856e+04 4.39468616e+04 1.46014982e+03
4.32966066e+03 5.65909932e+03 1.74592980e+04 5.11344440e+02
1.34851614e+06 6.17524884e+03 7.84360648e-02 5.13135427e+02
3.46934526e+02 1.71329876e+04 1.06313491e+04 6.54455381e+08
2.89864363e+03 1.45684958e+07 1.10937384e-01 2.92199052e-02
7.28986057e+03 5.31775421e+04 6.55593992e+02]
iteration # 17800; log-lik = 233160.551162
[ 2.44081251e+05 2.73744466e+08 2.76401456e+04 6.28143729e+04
4.25978173e+03 4.06714371e+04 4.25189918e+04 1.40014294e+03
4.38703030e+03 5.51584757e+03 1.73123338e+04 5.02083126e+02
1.54794212e+06 6.15176137e+03 6.71585296e-02 5.28561521e+02
3.55789746e+02 1.73078749e+04 1.07960040e+04 7.46373255e+08
2.93766365e+03 1.66934561e+07 1.09744252e-01 2.89811039e-02
7.23985822e+03 5.29468174e+04 6.51555696e+02]
iteration # 17900; log-lik = 233160.757078
[ 2.44395966e+05 2.92453309e+08 2.77582444e+04 6.29148850e+04
4.22168468e+03 4.02583733e+04 4.19788948e+04 1.40777135e+03
4.36296808e+03 5.46401100e+03 1.72273544e+04 5.01224748e+02
1.63938074e+06 6.07589892e+03 5.79854644e-02 5.25829141e+02
3.53267038e+02 1.73030122e+04 1.07505028e+04 8.75347991e+08
2.92930265e+03 1.95421438e+07 1.07887230e-01 2.86373892e-02
7.22669895e+03 5.34859081e+04 6.56220290e+02]
iteration # 18000; log-lik = 233160.962504
[ 2.42683090e+05 3.19291776e+08 2.77491526e+04 6.29003264e+04
4.17655167e+03 3.97731316e+04 4.09721252e+04 1.38141503e+03
4.35574347e+03 5.42144176e+03 1.70473925e+04 4.98045796e+02
1.80857111e+06 6.08959603e+03 5.11694875e-02 5.34853102e+02
3.57588621e+02 1.73566357e+04 1.07783242e+04 9.73989100e+08
2.93939575e+03 2.17448094e+07 1.06834498e-01 2.83861650e-02
7.21959880e+03 5.39950782e+04 6.61561028e+02]
iteration # 18100; log-lik = 233161.153371
[ 2.44101582e+05 3.61671898e+08 2.77313639e+04 6.30320050e+04
4.11694213e+03 3.91311112e+04 4.02090686e+04 1.33689841e+03
4.35674605e+03 5.39112007e+03 1.69464835e+04 4.91800892e+02
2.03109137e+06 6.06414659e+03 4.22580554e-02 5.43867558e+02
3.59203605e+02 1.73864942e+04 1.08122610e+04 1.15920154e+09
2.92135324e+03 2.59774577e+07 1.04857342e-01 2.80329564e-02
7.20615889e+03 5.46721573e+04 6.70669460e+02]
iteration # 18200; log-lik = 233161.340020
[ 2.42900485e+05 4.03465315e+08 2.76367334e+04 6.32209610e+04
4.04924274e+03 3.84739972e+04 3.96598579e+04 1.28485183e+03
4.36108933e+03 5.42526763e+03 1.70932963e+04 4.83773547e+02
2.28496712e+06 6.05351117e+03 3.67142915e-02 5.51201761e+02
3.66619597e+02 1.74808949e+04 1.08571254e+04 1.27703489e+09
2.94758601e+03 2.87710839e+07 1.03987984e-01 2.78188980e-02
7.13757803e+03 5.54028678e+04 6.79815540e+02]
iteration # 18300; log-lik = 233161.452212
[ 2.43210915e+05 4.08643837e+08 2.77723098e+04 6.35082511e+04
4.04050987e+03 3.82876310e+04 3.89854652e+04 1.30225068e+03
4.33679495e+03 5.45651029e+03 1.71381706e+04 4.82623833e+02
2.31783583e+06 6.01629400e+03 3.49162042e-02 5.53274317e+02
3.65657948e+02 1.74465828e+04 1.08495088e+04 1.31683439e+09
2.96571556e+03 2.96753179e+07 1.03573026e-01 2.76528248e-02
7.07676719e+03 5.62510540e+04 6.89042442e+02]
iteration # 18400; log-lik = 233161.500370
[ 2.44056105e+05 4.52462539e+08 2.79251264e+04 6.36885613e+04
3.99214135e+03 3.77613772e+04 3.89289855e+04 1.27713683e+03
4.35075537e+03 5.39847710e+03 1.71736869e+04 4.78243704e+02
2.55718005e+06 5.99089255e+03 2.98989045e-02 5.50098257e+02
3.65965984e+02 1.75267006e+04 1.09199630e+04 1.50420520e+09
2.97173624e+03 3.39959939e+07 1.02244953e-01 2.73703984e-02
7.04817051e+03 5.64988284e+04 6.91994826e+02]
iteration # 18500; log-lik = 233161.518882
[ 2.42157344e+05 4.76073943e+08 2.78968503e+04 6.36712551e+04
3.96955877e+03 3.75142537e+04 3.89194778e+04 1.26956600e+03
4.36842987e+03 5.36906198e+03 1.72029250e+04 4.74844606e+02
2.71888469e+06 6.00982077e+03 2.76813357e-02 5.52958071e+02
3.65323744e+02 1.75752468e+04 1.09640837e+04 1.60229476e+09
2.97267486e+03 3.62860030e+07 1.01598288e-01 2.72280425e-02
7.01784801e+03 5.67142395e+04 6.93602513e+02]
iteration # 18600; log-lik = 233161.524944
[ 2.42898593e+05 4.66586994e+08 2.78994845e+04 6.36123146e+04
3.98315983e+03 3.76182304e+04 3.88347500e+04 1.26707841e+03
4.36509165e+03 5.36792764e+03 1.72246420e+04 4.75497501e+02
2.65646094e+06 6.00791964e+03 2.84124163e-02 5.50998498e+02
3.63761033e+02 1.75443406e+04 1.09467177e+04 1.58252485e+09
2.96842970e+03 3.58093101e+07 1.01593822e-01 2.72342232e-02
7.03426325e+03 5.66446531e+04 6.92807047e+02]
iteration # 18700; log-lik = 233161.532897
[ 2.41917449e+05 4.71985720e+08 2.79182591e+04 6.36010279e+04
3.97527301e+03 3.75331767e+04 3.88808045e+04 1.25974333e+03
4.37257019e+03 5.36455025e+03 1.72401861e+04 4.74863682e+02
2.70296654e+06 6.01578775e+03 2.79913266e-02 5.50026875e+02
3.64092058e+02 1.75557351e+04 1.09584940e+04 1.59990036e+09
2.97096706e+03 3.61768383e+07 1.01492324e-01 2.71921728e-02
7.02965588e+03 5.66603773e+04 6.92672783e+02]
iteration # 18800; log-lik = 233161.543740
[ 2.41738726e+05 4.75119320e+08 2.79228554e+04 6.35142308e+04
3.97232721e+03 3.74865124e+04 3.87628944e+04 1.24798009e+03
4.37419988e+03 5.36860975e+03 1.72457137e+04 4.75183903e+02
2.72378061e+06 6.02324526e+03 2.78484016e-02 5.46298954e+02
3.62499699e+02 1.75534926e+04 1.09722392e+04 1.61752763e+09
2.96879564e+03 3.65304646e+07 1.01277141e-01 2.71171190e-02
7.03809087e+03 5.66231170e+04 6.92256052e+02]
iteration # 18900; log-lik = 233161.550565
[ 2.41253254e+05 4.79172810e+08 2.78921298e+04 6.34022240e+04
3.96600649e+03 3.74620803e+04 3.87128067e+04 1.24845939e+03
4.37099852e+03 5.37131631e+03 1.72240948e+04 4.76369777e+02
2.75271634e+06 6.03621811e+03 2.75733617e-02 5.43689744e+02
3.60658953e+02 1.75697149e+04 1.09792062e+04 1.64123002e+09
2.96535076e+03 3.70291928e+07 1.01147165e-01 2.70768303e-02
7.04551546e+03 5.65223215e+04 6.91437543e+02]
iteration # 19000; log-lik = 233161.555336
[ 2.41383060e+05 4.84699905e+08 2.78964625e+04 6.34086137e+04
3.96232143e+03 3.74175146e+04 3.86010660e+04 1.24227373e+03
4.37367009e+03 5.37253067e+03 1.72420138e+04 4.76267354e+02
2.77854642e+06 6.03139005e+03 2.72023564e-02 5.41839445e+02
3.59060551e+02 1.75745185e+04 1.09953231e+04 1.66701801e+09
2.96595442e+03 3.76283761e+07 1.00951407e-01 2.70192923e-02
7.04763182e+03 5.64832081e+04 6.90877438e+02]
iteration # 19100; log-lik = 233161.565412
[ 2.42414895e+05 4.91812288e+08 2.79186631e+04 6.34239487e+04
3.95411025e+03 3.73521244e+04 3.80864314e+04 1.22786435e+03
4.36875956e+03 5.38233982e+03 1.72340112e+04 4.76334280e+02
2.80864313e+06 6.03640432e+03 2.68059078e-02 5.40367993e+02
3.57944019e+02 1.75769514e+04 1.09924615e+04 1.70497462e+09
2.96874558e+03 3.84915651e+07 1.00692131e-01 2.69395580e-02
7.04350180e+03 5.64900975e+04 6.90853564e+02]
iteration # 19200; log-lik = 233161.572991
[ 2.42816436e+05 5.00240837e+08 2.78893879e+04 6.33398131e+04
3.94724112e+03 3.72653599e+04 3.79358845e+04 1.22213003e+03
4.37186640e+03 5.35956657e+03 1.72106983e+04 4.75107326e+02
2.85573879e+06 6.06025298e+03 2.59844494e-02 5.38528194e+02
3.57054593e+02 1.75783679e+04 1.09939276e+04 1.77670769e+09
2.96776249e+03 4.01828004e+07 1.00156479e-01 2.68485501e-02
7.01862739e+03 5.64489610e+04 6.90312112e+02]
iteration # 19300; log-lik = 233161.577498
[ 2.43314906e+05 5.00952335e+08 2.78891975e+04 6.33231810e+04
3.94415683e+03 3.72598103e+04 3.78675832e+04 1.22374359e+03
4.36690061e+03 5.37709813e+03 1.72146603e+04 4.76210069e+02
2.85407105e+06 6.06460260e+03 2.59260432e-02 5.36270694e+02
3.55277035e+02 1.75749784e+04 1.09862037e+04 1.78447504e+09
2.96360322e+03 4.03418029e+07 1.00113478e-01 2.68272341e-02
7.02852011e+03 5.64695201e+04 6.90748472e+02]
iteration # 19400; log-lik = 233161.580133
[ 2.43198079e+05 5.08579105e+08 2.79011620e+04 6.33366672e+04
3.93481903e+03 3.71673921e+04 3.78069276e+04 1.22075393e+03
4.37028203e+03 5.37597509e+03 1.72253992e+04 4.75387877e+02
2.89855413e+06 6.05901272e+03 2.52767575e-02 5.35238310e+02
3.55258737e+02 1.75815125e+04 1.09878998e+04 1.82694961e+09
2.96573688e+03 4.13095630e+07 9.98807232e-02 2.67689339e-02
7.01976897e+03 5.65391744e+04 6.91372615e+02]
iteration # 19500; log-lik = 233161.583852
[ 2.43911224e+05 5.10339173e+08 2.79177123e+04 6.33480499e+04
3.93290744e+03 3.71336888e+04 3.78508134e+04 1.23023559e+03
4.37020343e+03 5.37365607e+03 1.72140321e+04 4.74852966e+02
2.90047094e+06 6.05845654e+03 2.48729279e-02 5.33884173e+02
3.54683730e+02 1.75725762e+04 1.09804382e+04 1.85367835e+09
2.96482486e+03 4.19567202e+07 9.97159274e-02 2.67338185e-02
7.00902680e+03 5.66307013e+04 6.92537744e+02]
iteration # 19600; log-lik = 233161.586037
[ 2.43832435e+05 5.15040701e+08 2.79076972e+04 6.33328248e+04
3.92879989e+03 3.70743645e+04 3.78277019e+04 1.23010637e+03
4.37085285e+03 5.36524093e+03 1.72064286e+04 4.74118335e+02
2.93002161e+06 6.06454138e+03 2.44219371e-02 5.33156944e+02
3.54727192e+02 1.75714918e+04 1.09829805e+04 1.88944516e+09
2.96535760e+03 4.28143324e+07 9.94941248e-02 2.66887693e-02
6.99916328e+03 5.66478048e+04 6.92743624e+02]
iteration # 19700; log-lik = 233161.589276
[ 2.43389214e+05 5.19228404e+08 2.79215605e+04 6.33616630e+04
3.92452062e+03 3.70346956e+04 3.79225005e+04 1.23121001e+03
4.37634995e+03 5.36586548e+03 1.71988671e+04 4.74015230e+02
2.96184107e+06 6.06172884e+03 2.41927978e-02 5.32871393e+02
3.55000232e+02 1.75770605e+04 1.09982387e+04 1.89443666e+09
2.96454116e+03 4.29199566e+07 9.95531935e-02 2.66802642e-02
7.01423500e+03 5.65959725e+04 6.92179861e+02]
iteration # 19800; log-lik = 233161.591546
[ 2.43471644e+05 5.25564030e+08 2.79095210e+04 6.33976166e+04
3.91802298e+03 3.69656699e+04 3.77175629e+04 1.22706689e+03
4.37373337e+03 5.36602765e+03 1.71871435e+04 4.73674012e+02
3.00059786e+06 6.06499828e+03 2.37867311e-02 5.32964981e+02
3.55444155e+02 1.75788653e+04 1.10043469e+04 1.92530042e+09
2.96947011e+03 4.36801343e+07 9.94041535e-02 2.66377881e-02
7.00431315e+03 5.66097143e+04 6.92439385e+02]
iteration # 19900; log-lik = 233161.593035
[ 2.43484390e+05 5.23246962e+08 2.78974999e+04 6.33929531e+04
3.91943740e+03 3.69872720e+04 3.77229140e+04 1.22846334e+03
4.37056436e+03 5.37100709e+03 1.71939177e+04 4.73732873e+02
2.98694112e+06 6.06407260e+03 2.38737507e-02 5.32128359e+02
3.54473845e+02 1.75664486e+04 1.09975195e+04 1.92564496e+09
2.97076512e+03 4.37129075e+07 9.93941164e-02 2.66295952e-02
7.00406555e+03 5.65547430e+04 6.91899398e+02]
iteration # 20000; log-lik = 233161.593636
[ 2.43312854e+05 5.26814001e+08 2.78968481e+04 6.33966206e+04
3.91659460e+03 3.69589169e+04 3.77106155e+04 1.22805606e+03
4.36899940e+03 5.36677530e+03 1.71769623e+04 4.73793016e+02
3.00918883e+06 6.06350655e+03 2.36337436e-02 5.32269977e+02
3.54279273e+02 1.75694955e+04 1.10065302e+04 1.94265533e+09
2.97104253e+03 4.41151226e+07 9.93148858e-02 2.66099670e-02
7.00399010e+03 5.65437973e+04 6.91947288e+02]
iteration # 20100; log-lik = 233161.593876
[ 2.43082914e+05 5.26584880e+08 2.78972881e+04 6.33999559e+04
3.91630553e+03 3.69581130e+04 3.77706171e+04 1.23017088e+03
4.36985527e+03 5.36783920e+03 1.71750948e+04 4.73848778e+02
3.01032876e+06 6.06268927e+03 2.36322156e-02 5.32189705e+02
3.54209257e+02 1.75692258e+04 1.10075559e+04 1.93953968e+09
2.97175526e+03 4.40447739e+07 9.93487849e-02 2.66126496e-02
7.00482122e+03 5.65358780e+04 6.91848031e+02]
iteration # 20200; log-lik = 233161.594159
[ 2.43019293e+05 5.27719191e+08 2.78904081e+04 6.33858675e+04
3.91511392e+03 3.69435111e+04 3.77769887e+04 1.22982467e+03
4.37036083e+03 5.36843378e+03 1.71741859e+04 4.73652138e+02
3.01774500e+06 6.06473571e+03 2.35401944e-02 5.31895006e+02
3.53898745e+02 1.75675078e+04 1.10086107e+04 1.94623385e+09
2.97292103e+03 4.42105826e+07 9.93005133e-02 2.65970702e-02
7.00273198e+03 5.65509947e+04 6.92063947e+02]
iteration # 20300; log-lik = 233161.594415
[ 2.42983618e+05 5.29870888e+08 2.78968922e+04 6.33937684e+04
3.91314431e+03 3.69206516e+04 3.77800541e+04 1.22894646e+03
4.37076815e+03 5.36766994e+03 1.71745591e+04 4.73572391e+02
3.02984514e+06 6.06259792e+03 2.33811910e-02 5.31841934e+02
3.53851069e+02 1.75693445e+04 1.10110176e+04 1.95747874e+09
2.97261632e+03 4.44600966e+07 9.92414261e-02 2.65859643e-02
7.00308596e+03 5.65650937e+04 6.92301661e+02]
iteration # 20400; log-lik = 233161.594666
[ 2.42989499e+05 5.30915973e+08 2.78943079e+04 6.33825185e+04
3.91213098e+03 3.69083353e+04 3.77938993e+04 1.22900044e+03
4.37034358e+03 5.36675147e+03 1.71668854e+04 4.73530221e+02
3.03524158e+06 6.06487668e+03 2.32795207e-02 5.31804461e+02
3.53672958e+02 1.75679082e+04 1.10099357e+04 1.96628300e+09
2.97184401e+03 4.46680977e+07 9.91810167e-02 2.65768552e-02
7.00163366e+03 5.65802631e+04 6.92573222e+02]
iteration # 20500; log-lik = 233161.594896
[ 2.43054301e+05 5.30523730e+08 2.78933663e+04 6.33815981e+04
3.91273237e+03 3.69112647e+04 3.77814922e+04 1.22869844e+03
4.37103797e+03 5.36680733e+03 1.71689746e+04 4.73519988e+02
3.03174734e+06 6.06362153e+03 2.32874435e-02 5.31711269e+02
3.53537666e+02 1.75650478e+04 1.10074686e+04 1.96790591e+09
2.97158914e+03 4.47000920e+07 9.91628947e-02 2.65748747e-02
7.00309730e+03 5.65759457e+04 6.92506135e+02]
iteration # 20600; log-lik = 233161.595173
[ 2.43031496e+05 5.34455230e+08 2.78908945e+04 6.33877144e+04
3.90856492e+03 3.68751598e+04 3.77934455e+04 1.22812175e+03
4.37191335e+03 5.36706179e+03 1.71619897e+04 4.73460275e+02
3.05406752e+06 6.06283591e+03 2.30492306e-02 5.31582495e+02
3.53410797e+02 1.75701881e+04 1.10124593e+04 1.98264073e+09
2.97250051e+03 4.50418237e+07 9.91045065e-02 2.65582972e-02
7.00374093e+03 5.65968334e+04 6.92810730e+02]
iteration # 20700; log-lik = 233161.595401
[ 2.42932684e+05 5.34057319e+08 2.78886691e+04 6.33921049e+04
3.90933372e+03 3.68776788e+04 3.78098356e+04 1.22889892e+03
4.37143948e+03 5.36581274e+03 1.71592325e+04 4.73452728e+02
3.05234061e+06 6.06013308e+03 2.30402958e-02 5.31967390e+02
3.53461117e+02 1.75671023e+04 1.10111633e+04 1.98347225e+09
2.97211847e+03 4.50556937e+07 9.90975933e-02 2.65605364e-02
7.00600300e+03 5.66008497e+04 6.92871865e+02]
iteration # 20800; log-lik = 233161.595564
[ 2.42917363e+05 5.33641653e+08 2.78837016e+04 6.33873906e+04
3.90960050e+03 3.68792640e+04 3.78316056e+04 1.22852079e+03
4.37129109e+03 5.36608471e+03 1.71576148e+04 4.73478016e+02
3.05051325e+06 6.06148801e+03 2.30588330e-02 5.32170485e+02
3.53420976e+02 1.75656111e+04 1.10089261e+04 1.98198238e+09
2.97150824e+03 4.50161812e+07 9.90937225e-02 2.65630732e-02
7.00670814e+03 5.66174603e+04 6.93037747e+02]
iteration # 20900; log-lik = 233161.595751
[ 2.43176940e+05 5.33310942e+08 2.78827723e+04 6.33952518e+04
3.90998070e+03 3.68824280e+04 3.78256537e+04 1.22885914e+03
4.37069406e+03 5.36580934e+03 1.71551964e+04 4.73589337e+02
3.04633068e+06 6.06133911e+03 2.30894364e-02 5.32113411e+02
3.53524101e+02 1.75670871e+04 1.10085171e+04 1.97852314e+09
2.97204530e+03 4.49318559e+07 9.91109207e-02 2.65677462e-02
7.00688845e+03 5.66303428e+04 6.93169173e+02]
iteration # 21000; log-lik = 233161.595867
[ 2.43178089e+05 5.34085718e+08 2.78838940e+04 6.34073651e+04
3.90946037e+03 3.68729243e+04 3.78348262e+04 1.22848138e+03
4.37092974e+03 5.36445494e+03 1.71529844e+04 4.73460152e+02
3.05119832e+06 6.06037561e+03 2.30244881e-02 5.32170949e+02
3.53499473e+02 1.75664991e+04 1.10095391e+04 1.98328648e+09
2.97227994e+03 4.50435634e+07 9.90888577e-02 2.65613844e-02
7.00696297e+03 5.66281400e+04 6.93150055e+02]
iteration # 21100; log-lik = 233161.595925
[ 2.43105156e+05 5.33958482e+08 2.78835725e+04 6.34054562e+04
3.90922398e+03 3.68720356e+04 3.78478621e+04 1.22859271e+03
4.37033205e+03 5.36511405e+03 1.71521319e+04 4.73547550e+02
3.05129872e+06 6.06024059e+03 2.30205258e-02 5.32115485e+02
3.53417865e+02 1.75664341e+04 1.10078477e+04 1.98413444e+09
2.97181694e+03 4.50563034e+07 9.90858061e-02 2.65610680e-02
7.00775073e+03 5.66277407e+04 6.93156590e+02]
iteration # 21200; log-lik = 233161.595989
[ 2.43193836e+05 5.32378498e+08 2.78847297e+04 6.34021824e+04
3.91055835e+03 3.68869667e+04 3.78432457e+04 1.22813256e+03
4.36916191e+03 5.36673291e+03 1.71563350e+04 4.73671385e+02
3.04088342e+06 6.05976840e+03 2.31218208e-02 5.31949505e+02
3.53263513e+02 1.75649284e+04 1.10039888e+04 1.97878030e+09
2.97105927e+03 4.49263861e+07 9.91051484e-02 2.65660973e-02
7.00875627e+03 5.66194449e+04 6.93056084e+02]
iteration # 21300; log-lik = 233161.596024
[ 2.43270449e+05 5.32720913e+08 2.78887694e+04 6.34052848e+04
3.91018973e+03 3.68838731e+04 3.78455465e+04 1.22801331e+03
4.36895267e+03 5.36723960e+03 1.71559067e+04 4.73698889e+02
3.04166027e+06 6.05920009e+03 2.30956208e-02 5.31606834e+02
3.53039377e+02 1.75644292e+04 1.10043105e+04 1.98153099e+09
2.97113305e+03 4.49887676e+07 9.90910334e-02 2.65609650e-02
7.00961716e+03 5.66107742e+04 6.92959647e+02]
iteration # 21400; log-lik = 233161.596061
[ 2.43329114e+05 5.32525745e+08 2.78899720e+04 6.34044801e+04
3.90994165e+03 3.68834384e+04 3.78601261e+04 1.22843009e+03
4.36815073e+03 5.36862504e+03 1.71550625e+04 4.73700613e+02
3.04032931e+06 6.06007723e+03 2.30989137e-02 5.31424131e+02
3.52984922e+02 1.75640538e+04 1.10025279e+04 1.98115288e+09
2.97110421e+03 4.49798671e+07 9.90948342e-02 2.65614184e-02
7.00985526e+03 5.66124946e+04 6.92972775e+02]
iteration # 21500; log-lik = 233161.596095
[ 2.43288660e+05 5.32835448e+08 2.78904336e+04 6.34028375e+04
3.90950975e+03 3.68791673e+04 3.78490637e+04 1.22774723e+03
4.36759417e+03 5.36960088e+03 1.71541885e+04 4.73690914e+02
3.04234686e+06 6.06001426e+03 2.30795137e-02 5.31377416e+02
3.52913951e+02 1.75633322e+04 1.10022332e+04 1.98339215e+09
2.97132235e+03 4.50325014e+07 9.90805427e-02 2.65572201e-02
7.00985888e+03 5.66111357e+04 6.92970977e+02]
iteration # 21600; log-lik = 233161.596131
[ 2.43376295e+05 5.32605353e+08 2.78952498e+04 6.34098447e+04
3.90967341e+03 3.68809050e+04 3.78518561e+04 1.22794621e+03
4.36729289e+03 5.37006081e+03 1.71536586e+04 4.73749610e+02
3.03975834e+06 6.05829493e+03 2.30852714e-02 5.31192582e+02
3.52803608e+02 1.75626548e+04 1.10013793e+04 1.98359010e+09
2.97120296e+03 4.50327300e+07 9.90801156e-02 2.65569605e-02
7.01087039e+03 5.66055798e+04 6.92873041e+02]
iteration # 21700; log-lik = 233161.596194
[ 2.43379829e+05 5.32081556e+08 2.78949390e+04 6.34099257e+04
3.91026855e+03 3.68855062e+04 3.78387087e+04 1.22800299e+03
4.36720088e+03 5.36990398e+03 1.71506252e+04 4.73787025e+02
3.03706461e+06 6.05887105e+03 2.31295516e-02 5.31250343e+02
3.52940128e+02 1.75627116e+04 1.10019064e+04 1.98028614e+09
2.97178496e+03 4.49622629e+07 9.90971404e-02 2.65605724e-02
7.00984381e+03 5.65930987e+04 6.92726106e+02]
iteration # 21800; log-lik = 233161.596246
[ 2.43413687e+05 5.32832833e+08 2.78933645e+04 6.34040166e+04
3.90958395e+03 3.68780503e+04 3.78452696e+04 1.22783042e+03
4.36768605e+03 5.37030480e+03 1.71533268e+04 4.73614907e+02
3.04080515e+06 6.05937818e+03 2.30720551e-02 5.31041032e+02
3.52790249e+02 1.75634111e+04 1.10024700e+04 1.98530531e+09
2.97188561e+03 4.50814328e+07 9.90650914e-02 2.65543699e-02
7.00871313e+03 5.65936729e+04 6.92732327e+02]
iteration # 21900; log-lik = 233161.596312
[ 2.43377487e+05 5.32713912e+08 2.78950191e+04 6.34040740e+04
3.90960032e+03 3.68797536e+04 3.78618300e+04 1.22837080e+03
4.36783813e+03 5.37055487e+03 1.71524233e+04 4.73626356e+02
3.04035568e+06 6.05852791e+03 2.30812803e-02 5.30994267e+02
3.52781517e+02 1.75644999e+04 1.10032303e+04 1.98392840e+09
2.97204872e+03 4.50490725e+07 9.90778900e-02 2.65566901e-02
7.00900655e+03 5.65839998e+04 6.92604889e+02]
iteration # 22000; log-lik = 233161.596377
[ 2.43307872e+05 5.32152906e+08 2.78965486e+04 6.34092208e+04
3.90999137e+03 3.68848511e+04 3.78765992e+04 1.22870226e+03
4.36818694e+03 5.37089126e+03 1.71527479e+04 4.73598484e+02
3.03787542e+06 6.05704542e+03 2.31235495e-02 5.31103438e+02
3.52922613e+02 1.75654746e+04 1.10035255e+04 1.97999982e+09
2.97258703e+03 4.49601188e+07 9.91070799e-02 2.65632338e-02
7.00866725e+03 5.65650295e+04 6.92351688e+02]
iteration # 22100; log-lik = 233161.596409
[ 2.43289547e+05 5.32128818e+08 2.79002735e+04 6.34130837e+04
3.91000938e+03 3.68841543e+04 3.78899915e+04 1.22924550e+03
4.36856787e+03 5.37026916e+03 1.71506161e+04 4.73626909e+02
3.03761382e+06 6.05499543e+03 2.31179284e-02 5.31035179e+02
3.52955053e+02 1.75663374e+04 1.10043510e+04 1.97982427e+09
2.97271577e+03 4.49560673e+07 9.91113831e-02 2.65635935e-02
7.00835345e+03 5.65608705e+04 6.92287535e+02]
iteration # 22200; log-lik = 233161.596425
[ 2.43265975e+05 5.32310166e+08 2.79014499e+04 6.34131591e+04
3.90965121e+03 3.68815800e+04 3.78985178e+04 1.22931484e+03
4.36855707e+03 5.37077761e+03 1.71504662e+04 4.73579426e+02
3.03882025e+06 6.05457996e+03 2.30975741e-02 5.30956397e+02
3.52879614e+02 1.75663767e+04 1.10040254e+04 1.98172554e+09
2.97272656e+03 4.50004935e+07 9.91029986e-02 2.65615812e-02
7.00801401e+03 5.65556417e+04 6.92223044e+02]
iteration # 22300; log-lik = 233161.596434
[ 2.43262701e+05 5.32151470e+08 2.79030846e+04 6.34147704e+04
3.90970867e+03 3.68827743e+04 3.78926455e+04 1.22911862e+03
4.36847275e+03 5.37125875e+03 1.71518285e+04 4.73572458e+02
3.03766255e+06 6.05378998e+03 2.31071253e-02 5.30923568e+02
3.52869863e+02 1.75663715e+04 1.10031685e+04 1.98168646e+09
2.97290330e+03 4.49996898e+07 9.91044835e-02 2.65619315e-02
7.00782018e+03 5.65485414e+04 6.92133634e+02]
iteration # 22400; log-lik = 233161.596442
[ 2.43241459e+05 5.32690429e+08 2.79028975e+04 6.34146218e+04
3.90926948e+03 3.68776475e+04 3.78983939e+04 1.22926303e+03
4.36882254e+03 5.37069198e+03 1.71510865e+04 4.73510136e+02
3.04117794e+06 6.05414429e+03 2.30675942e-02 5.30964585e+02
3.52872262e+02 1.75670451e+04 1.10040333e+04 1.98419378e+09
2.97299625e+03 4.50592383e+07 9.90934498e-02 2.65599137e-02
7.00759800e+03 5.65499053e+04 6.92162266e+02]
iteration # 22500; log-lik = 233161.596448
[ 2.43254782e+05 5.32908022e+08 2.79028868e+04 6.34153026e+04
3.90903067e+03 3.68760532e+04 3.78936955e+04 1.22919539e+03
4.36888824e+03 5.37088069e+03 1.71511797e+04 4.73498664e+02
3.04231222e+06 6.05422465e+03 2.30534402e-02 5.30948124e+02
3.52833585e+02 1.75671842e+04 1.10040747e+04 1.98549088e+09
2.97297347e+03 4.50907256e+07 9.90877306e-02 2.65585313e-02
7.00736788e+03 5.65489663e+04 6.92156494e+02]
iteration # 22600; log-lik = 233161.596451
[ 2.43251895e+05 5.32861888e+08 2.79031685e+04 6.34150685e+04
3.90907454e+03 3.68762381e+04 3.78932302e+04 1.22909004e+03
4.36886256e+03 5.37079484e+03 1.71506834e+04 4.73481693e+02
3.04215379e+06 6.05428059e+03 2.30563183e-02 5.31001358e+02
3.52863563e+02 1.75672312e+04 1.10038319e+04 1.98531425e+09
2.97292836e+03 4.50869200e+07 9.90883177e-02 2.65589895e-02
7.00723812e+03 5.65490392e+04 6.92157120e+02]
iteration # 22700; log-lik = 233161.596453
[ 2.43260486e+05 5.33030460e+08 2.79036129e+04 6.34157739e+04
3.90894146e+03 3.68751081e+04 3.78903953e+04 1.22894048e+03
4.36897108e+03 5.37064403e+03 1.71502929e+04 4.73479799e+02
3.04299580e+06 6.05419230e+03 2.30486427e-02 5.31002632e+02
3.52866539e+02 1.75676373e+04 1.10041013e+04 1.98594303e+09
2.97291854e+03 4.51018549e+07 9.90862039e-02 2.65584293e-02
7.00729046e+03 5.65473909e+04 6.92141188e+02]
iteration # 22800; log-lik = 233161.596455
[ 2.43265885e+05 5.32909428e+08 2.79030867e+04 6.34157156e+04
3.90912150e+03 3.68765781e+04 3.78894459e+04 1.22892446e+03
4.36905377e+03 5.37034162e+03 1.71502489e+04 4.73464468e+02
3.04237648e+06 6.05452364e+03 2.30564867e-02 5.31048834e+02
3.52885510e+02 1.75674454e+04 1.10040324e+04 1.98551999e+09
2.97282953e+03 4.50928452e+07 9.90875250e-02 2.65592183e-02
7.00709305e+03 5.65460277e+04 6.92120734e+02]
iteration # 22900; log-lik = 233161.596456
[ 2.43276790e+05 5.32908101e+08 2.79029632e+04 6.34153657e+04
3.90917395e+03 3.68769552e+04 3.78876300e+04 1.22888696e+03
4.36907186e+03 5.37021338e+03 1.71499062e+04 4.73464887e+02
3.04221595e+06 6.05448479e+03 2.30584052e-02 5.31054769e+02
3.52892325e+02 1.75675024e+04 1.10041110e+04 1.98542111e+09
2.97285917e+03 4.50905410e+07 9.90879001e-02 2.65593740e-02
7.00726263e+03 5.65451140e+04 6.92110517e+02]
iteration # 23000; log-lik = 233161.596458
[ 2.43271083e+05 5.33018083e+08 2.79028679e+04 6.34153526e+04
3.90911016e+03 3.68758216e+04 3.78854923e+04 1.22872004e+03
4.36910052e+03 5.36997081e+03 1.71498599e+04 4.73450273e+02
3.04288694e+06 6.05441883e+03 2.30529809e-02 5.31080925e+02
3.52929143e+02 1.75676746e+04 1.10043331e+04 1.98581121e+09
2.97284064e+03 4.50999656e+07 9.90855030e-02 2.65589149e-02
7.00714629e+03 5.65465013e+04 6.92130534e+02]
iteration # 23100; log-lik = 233161.596460
[ 2.43279200e+05 5.33169612e+08 2.79031056e+04 6.34160603e+04
3.90899696e+03 3.68745600e+04 3.78817716e+04 1.22862615e+03
4.36913017e+03 5.36984547e+03 1.71496507e+04 4.73443052e+02
3.04360400e+06 6.05423749e+03 2.30425894e-02 5.31065436e+02
3.52921015e+02 1.75677084e+04 1.10044263e+04 1.98688125e+09
2.97282262e+03 4.51245887e+07 9.90800657e-02 2.65578454e-02
7.00718153e+03 5.65452295e+04 6.92115076e+02]
iteration # 23200; log-lik = 233161.596462
[ 2.43274719e+05 5.33242029e+08 2.79029431e+04 6.34162644e+04
3.90890941e+03 3.68736053e+04 3.78792512e+04 1.22852850e+03
4.36903327e+03 5.36975266e+03 1.71495690e+04 4.73439785e+02
3.04411551e+06 6.05431554e+03 2.30365364e-02 5.31107069e+02
3.52930669e+02 1.75677807e+04 1.10041732e+04 1.98740353e+09
2.97279163e+03 4.51366259e+07 9.90768592e-02 2.65573898e-02
7.00694038e+03 5.65485823e+04 6.92154767e+02]
iteration # 23300; log-lik = 233161.596465
[ 2.43276884e+05 5.33371292e+08 2.79030448e+04 6.34167470e+04
3.90883802e+03 3.68724710e+04 3.78788406e+04 1.22852418e+03
4.36905312e+03 5.36949088e+03 1.71493486e+04 4.73435808e+02
3.04478662e+06 6.05425978e+03 2.30284362e-02 5.31116960e+02
3.52947770e+02 1.75678764e+04 1.10044845e+04 1.98787147e+09
2.97274222e+03 4.51475430e+07 9.90743111e-02 2.65568256e-02
7.00695276e+03 5.65513465e+04 6.92186424e+02]
iteration # 23400; log-lik = 233161.596470
[ 2.43276350e+05 5.33298356e+08 2.79026834e+04 6.34158077e+04
3.90891775e+03 3.68727115e+04 3.78817117e+04 1.22872812e+03
4.36895741e+03 5.36929286e+03 1.71486782e+04 4.73424965e+02
3.04453749e+06 6.05478101e+03 2.30284890e-02 5.31106600e+02
3.52951319e+02 1.75673477e+04 1.10044569e+04 1.98787442e+09
2.97286998e+03 4.51507014e+07 9.90731644e-02 2.65569104e-02
7.00656414e+03 5.65502544e+04 6.92180493e+02]
iteration # 23500; log-lik = 233161.596476
[ 2.43279945e+05 5.33599632e+08 2.79036753e+04 6.34152197e+04
3.90862533e+03 3.68690415e+04 3.78829981e+04 1.22878927e+03
4.36886173e+03 5.36878727e+03 1.71483076e+04 4.73387926e+02
3.04627715e+06 6.05505325e+03 2.29976027e-02 5.31047435e+02
3.52919226e+02 1.75670569e+04 1.10042958e+04 1.99069627e+09
2.97279801e+03 4.52172424e+07 9.90567555e-02 2.65540310e-02
7.00598157e+03 5.65522868e+04 6.92212333e+02]
iteration # 23600; log-lik = 233161.596494
[ 2.43309401e+05 5.33741279e+08 2.79055127e+04 6.34166897e+04
3.90869031e+03 3.68683976e+04 3.78755907e+04 1.22867884e+03
4.36914332e+03 5.36818051e+03 1.71483964e+04 4.73359061e+02
3.04676764e+06 6.05458589e+03 2.29931089e-02 5.31032614e+02
3.52953777e+02 1.75670765e+04 1.10052679e+04 1.99077203e+09
2.97303192e+03 4.52219405e+07 9.90566354e-02 2.65529985e-02
7.00606522e+03 5.65523425e+04 6.92207300e+02]
iteration # 23700; log-lik = 233161.596527
[ 2.43352479e+05 5.33902650e+08 2.79109671e+04 6.34239671e+04
3.90861012e+03 3.68672938e+04 3.78539799e+04 1.22884660e+03
4.36866530e+03 5.36784481e+03 1.71488770e+04 4.73393884e+02
3.04696435e+06 6.05332288e+03 2.29851991e-02 5.30969281e+02
3.52976832e+02 1.75671896e+04 1.10057830e+04 1.99100658e+09
2.97379874e+03 4.52281794e+07 9.90604323e-02 2.65510419e-02
7.00594947e+03 5.65575859e+04 6.92241209e+02]
iteration # 23800; log-lik = 233161.596581
[ 2.43309560e+05 5.33473441e+08 2.79112270e+04 6.34238624e+04
3.90853313e+03 3.68668684e+04 3.78656717e+04 1.22904822e+03
4.36784327e+03 5.36916756e+03 1.71489363e+04 4.73412773e+02
3.04471279e+06 6.05232929e+03 2.29901042e-02 5.30845882e+02
3.52924640e+02 1.75654348e+04 1.10034979e+04 1.99140877e+09
2.97349046e+03 4.52333983e+07 9.90536299e-02 2.65493202e-02
7.00511253e+03 5.65650886e+04 6.92322346e+02]
iteration # 23900; log-lik = 233161.596754
[ 2.43212810e+05 5.34167379e+08 2.79111122e+04 6.34243261e+04
3.90758018e+03 3.68569990e+04 3.78632734e+04 1.22870200e+03
4.36728248e+03 5.36969049e+03 1.71497675e+04 4.73383400e+02
3.04971933e+06 6.05124155e+03 2.29330874e-02 5.30647612e+02
3.52752558e+02 1.75658297e+04 1.10039235e+04 1.99648089e+09
2.97366946e+03 4.53451498e+07 9.90255077e-02 2.65394814e-02
7.00432113e+03 5.65741875e+04 6.92386257e+02]
iteration # 24000; log-lik = 233161.597155
[ 2.42798103e+05 5.35079937e+08 2.78989120e+04 6.34063232e+04
3.90783171e+03 3.68555409e+04 3.78052174e+04 1.22439727e+03
4.36879309e+03 5.36607237e+03 1.71527784e+04 4.73438447e+02
3.05976909e+06 6.05324486e+03 2.29351567e-02 5.30911726e+02
3.52425339e+02 1.75679764e+04 1.10096211e+04 2.00147833e+09
2.97250170e+03 4.54517453e+07 9.89856321e-02 2.65265778e-02
7.00665029e+03 5.65332195e+04 6.91874317e+02]
iteration # 24100; log-lik = 233161.597437
[ 2.42923036e+05 5.35324538e+08 2.79066313e+04 6.34157438e+04
3.90702790e+03 3.68548128e+04 3.78191415e+04 1.22636310e+03
4.36741665e+03 5.36778984e+03 1.71464161e+04 4.73733299e+02
3.05833899e+06 6.04990948e+03 2.28979152e-02 5.30733566e+02
3.52122017e+02 1.75685410e+04 1.10084986e+04 2.00305682e+09
2.97246204e+03 4.54765624e+07 9.89873281e-02 2.65263692e-02
7.00783639e+03 5.65510086e+04 6.92087105e+02]
iteration # 24200; log-lik = 233161.597850
[ 2.42825552e+05 5.36393295e+08 2.79024529e+04 6.34166182e+04
3.90626909e+03 3.68447732e+04 3.77808140e+04 1.22431430e+03
4.36682405e+03 5.36611690e+03 1.71381224e+04 4.73667189e+02
3.06617964e+06 6.05019659e+03 2.28372621e-02 5.31230619e+02
3.52160038e+02 1.75695438e+04 1.10104323e+04 2.01023119e+09
2.97216439e+03 4.56476587e+07 9.89429352e-02 2.65194818e-02
7.00570433e+03 5.65381712e+04 6.91983569e+02]
iteration # 24300; log-lik = 233161.598297
[ 2.42840645e+05 5.37398667e+08 2.79046543e+04 6.34174234e+04
3.90563006e+03 3.68345955e+04 3.77525169e+04 1.22375073e+03
4.36670958e+03 5.36525537e+03 1.71383384e+04 4.73666946e+02
3.07241176e+06 6.05203285e+03 2.28036819e-02 5.31262538e+02
3.52512027e+02 1.75725140e+04 1.10147917e+04 2.01071123e+09
2.97265022e+03 4.56616076e+07 9.89438386e-02 2.65186863e-02
7.00499880e+03 5.65467966e+04 6.92165252e+02]
iteration # 24400; log-lik = 233161.599366
[ 2.42661534e+05 5.38514912e+08 2.79152141e+04 6.34251346e+04
3.90633397e+03 3.68346094e+04 3.76827364e+04 1.22213756e+03
4.36787355e+03 5.36091726e+03 1.71288104e+04 4.74322974e+02
3.07948784e+06 6.05007466e+03 2.28259039e-02 5.31384397e+02
3.52429151e+02 1.75766704e+04 1.10299212e+04 2.00785652e+09
2.97221017e+03 4.55822052e+07 9.89637490e-02 2.65167046e-02
7.01107200e+03 5.64970557e+04 6.91734612e+02]
iteration # 24500; log-lik = 233161.600510
[ 2.43024671e+05 5.40065008e+08 2.79316095e+04 6.34357950e+04
3.90460827e+03 3.68218389e+04 3.76467426e+04 1.22005925e+03
4.36831568e+03 5.36374785e+03 1.71286501e+04 4.74756857e+02
3.08311717e+06 6.04916406e+03 2.27960093e-02 5.31421741e+02
3.52603821e+02 1.75857496e+04 1.10321237e+04 2.00707008e+09
2.96947830e+03 4.55406184e+07 9.89737321e-02 2.65229032e-02
7.01420891e+03 5.65264590e+04 6.92281479e+02]
iteration # 24600; log-lik = 233161.602574
[ 2.43228414e+05 5.43303044e+08 2.79133990e+04 6.33917665e+04
3.90120066e+03 3.67944934e+04 3.75740175e+04 1.21418998e+03
4.36747459e+03 5.37045642e+03 1.71324891e+04 4.75247877e+02
3.10164076e+06 6.06214731e+03 2.27437561e-02 5.30462131e+02
3.51677046e+02 1.75956398e+04 1.10403910e+04 2.01124738e+09
2.96798365e+03 4.56118445e+07 9.89242616e-02 2.65004934e-02
7.02064620e+03 5.65488501e+04 6.92696077e+02]
iteration # 24700; log-lik = 233161.606030
[ 2.44150899e+05 5.39764522e+08 2.79330126e+04 6.33960376e+04
3.90344952e+03 3.68327577e+04 3.75760690e+04 1.21373482e+03
4.36809697e+03 5.38336135e+03 1.71399187e+04 4.76479466e+02
3.07436333e+06 6.06125800e+03 2.31770164e-02 5.29242319e+02
3.50976561e+02 1.76002943e+04 1.10532285e+04 1.96394496e+09
2.97062135e+03 4.45302632e+07 9.91788164e-02 2.65312417e-02
7.03412429e+03 5.65334997e+04 6.92756117e+02]
iteration # 24800; log-lik = 233161.607883
[ 2.44254818e+05 5.39096296e+08 2.79415752e+04 6.34026764e+04
3.90312953e+03 3.68320594e+04 3.75840296e+04 1.21234043e+03
4.36533557e+03 5.38663394e+03 1.71482687e+04 4.76909305e+02
3.06971372e+06 6.06187907e+03 2.32272099e-02 5.28147582e+02
3.50244254e+02 1.75989845e+04 1.10536518e+04 1.96318353e+09
2.97043165e+03 4.45117887e+07 9.91775840e-02 2.65235479e-02
7.03682150e+03 5.64898352e+04 6.92378715e+02]
iteration # 24900; log-lik = 233161.609842
[ 2.44519556e+05 5.40288150e+08 2.79527949e+04 6.34062337e+04
3.90050020e+03 3.68165476e+04 3.76333938e+04 1.21104740e+03
4.36452682e+03 5.39101411e+03 1.71568940e+04 4.77095203e+02
3.07190453e+06 6.05863512e+03 2.31272665e-02 5.26596977e+02
3.49250083e+02 1.76029227e+04 1.10507891e+04 1.97669721e+09
2.96790181e+03 4.47973520e+07 9.91065077e-02 2.65084839e-02
7.04027087e+03 5.64418402e+04 6.91827778e+02]
iteration # 25000; log-lik = 233161.612442
[ 2.44553108e+05 5.40143649e+08 2.79528319e+04 6.33838150e+04
3.90150530e+03 3.68170240e+04 3.76326991e+04 1.20816822e+03
4.36857823e+03 5.38677760e+03 1.71555496e+04 4.76531518e+02
3.06995583e+06 6.05575336e+03 2.31529473e-02 5.25739939e+02
3.49076349e+02 1.76028708e+04 1.10533459e+04 1.98307656e+09
2.96874972e+03 4.49502628e+07 9.90530110e-02 2.64961448e-02
7.04197516e+03 5.63333464e+04 6.90297897e+02]
iteration # 25100; log-lik = 233161.616417
[ 2.44543937e+05 5.41981920e+08 2.79561197e+04 6.33986633e+04
3.89836811e+03 3.67973192e+04 3.76869022e+04 1.20997240e+03
4.36860412e+03 5.38655436e+03 1.71380105e+04 4.76748197e+02
3.08133101e+06 6.05442928e+03 2.30858136e-02 5.25527267e+02
3.48884814e+02 1.76103961e+04 1.10611790e+04 1.98072223e+09
2.97372849e+03 4.49317744e+07 9.91065078e-02 2.64937324e-02
7.04102251e+03 5.63062326e+04 6.89903356e+02]
iteration # 25200; log-lik = 233161.628056
[ 2.45919400e+05 5.34010530e+08 2.80166130e+04 6.34872845e+04
3.90497827e+03 3.68554673e+04 3.75418323e+04 1.20452510e+03
4.36833667e+03 5.38348728e+03 1.70922516e+04 4.77301087e+02
3.01685794e+06 6.02493671e+03 2.39738874e-02 5.25548573e+02
3.50725042e+02 1.76294861e+04 1.10744988e+04 1.91216353e+09
2.97892277e+03 4.33254121e+07 9.95580620e-02 2.65428466e-02
7.06214175e+03 5.60527340e+04 6.86426240e+02]
iteration # 25300; log-lik = 233161.634137
[ 2.45604197e+05 5.31481041e+08 2.79810140e+04 6.34474369e+04
3.90900993e+03 3.68628527e+04 3.76637702e+04 1.20891057e+03
4.36976473e+03 5.36435842e+03 1.70656997e+04 4.76282356e+02
3.00524750e+06 6.03307862e+03 2.38909279e-02 5.28222377e+02
3.52018868e+02 1.76268316e+04 1.10562728e+04 1.92678656e+09
2.97087781e+03 4.36403037e+07 9.94175076e-02 2.65585857e-02
7.04832238e+03 5.61150711e+04 6.87154664e+02]
iteration # 25400; log-lik = 233161.643240
[ 2.46861427e+05 5.37631270e+08 2.79691144e+04 6.34122800e+04
3.90377843e+03 3.68044309e+04 3.78474019e+04 1.21872004e+03
4.37025422e+03 5.35767907e+03 1.70109954e+04 4.77108609e+02
3.02425795e+06 6.04246943e+03 2.34628929e-02 5.24624632e+02
3.49308348e+02 1.76407065e+04 1.10855284e+04 1.95517150e+09
2.96920828e+03 4.42456500e+07 9.92427402e-02 2.65074264e-02
7.06114037e+03 5.60556470e+04 6.86500791e+02]
iteration # 25500; log-lik = 233161.648649
[ 2.46984696e+05 5.38046020e+08 2.79449058e+04 6.33942704e+04
3.90414933e+03 3.68009895e+04 3.78704505e+04 1.22265581e+03
4.37673806e+03 5.34963338e+03 1.70165009e+04 4.77041359e+02
3.02926152e+06 6.05744653e+03 2.34832294e-02 5.24360671e+02
3.49282682e+02 1.76514240e+04 1.10971462e+04 1.94996258e+09
2.96705562e+03 4.41381896e+07 9.92712711e-02 2.65066828e-02
7.05579227e+03 5.60627123e+04 6.86357447e+02]
iteration # 25600; log-lik = 233161.653461
[ 2.47126191e+05 5.23486897e+08 2.79393799e+04 6.34405356e+04
3.91483541e+03 3.69320225e+04 3.81305781e+04 1.23892125e+03
4.37402917e+03 5.35951037e+03 1.69979442e+04 4.78997583e+02
2.94775980e+06 6.05477536e+03 2.44689715e-02 5.24681336e+02
3.48655924e+02 1.76429931e+04 1.10998121e+04 1.86676895e+09
2.96888121e+03 4.22281158e+07 9.97924251e-02 2.66070084e-02
7.06490279e+03 5.58902768e+04 6.84542115e+02]
iteration # 25700; log-lik = 233161.655629
[ 2.47405476e+05 5.20650309e+08 2.79548736e+04 6.34573684e+04
3.91658236e+03 3.69494371e+04 3.81705092e+04 1.24249558e+03
4.37652395e+03 5.36051665e+03 1.70149124e+04 4.78286055e+02
2.92717861e+06 6.04642049e+03 2.45508980e-02 5.24470634e+02
3.49039630e+02 1.76420814e+04 1.10869245e+04 1.86417461e+09
2.97029930e+03 4.21849121e+07 9.98134105e-02 2.66219096e-02
7.05529397e+03 5.58704555e+04 6.84058754e+02]
iteration # 25800; log-lik = 233161.658822
[ 2.46611999e+05 5.20831687e+08 2.79472438e+04 6.34722009e+04
3.91760125e+03 3.69554846e+04 3.81428492e+04 1.24298734e+03
4.38120126e+03 5.34940578e+03 1.70183576e+04 4.78527293e+02
2.93833944e+06 6.04813227e+03 2.45769965e-02 5.25911005e+02
3.49520608e+02 1.76521715e+04 1.10989037e+04 1.86358524e+09
2.96735017e+03 4.21466792e+07 9.98458919e-02 2.66354032e-02
7.05327422e+03 5.58006693e+04 6.83145174e+02]
iteration # 25900; log-lik = 233161.662348
[ 2.46874348e+05 5.19354699e+08 2.79553059e+04 6.34624671e+04
3.91700976e+03 3.69663669e+04 3.81124229e+04 1.24109541e+03
4.38343245e+03 5.35556258e+03 1.70351650e+04 4.78773444e+02
2.92665988e+06 6.04299715e+03 2.46719416e-02 5.24905334e+02
3.48378998e+02 1.76579495e+04 1.10904031e+04 1.86769788e+09
2.96212446e+03 4.21639778e+07 9.98134794e-02 2.66299338e-02
7.05890546e+03 5.57510169e+04 6.82234658e+02]
iteration # 26000; log-lik = 233161.664996
[ 2.46852476e+05 5.18880649e+08 2.79616083e+04 6.34758331e+04
3.91664149e+03 3.69670177e+04 3.81771567e+04 1.24372400e+03
4.38590318e+03 5.35252668e+03 1.70346249e+04 4.78422280e+02
2.92554847e+06 6.04082049e+03 2.46725786e-02 5.25502186e+02
3.48822810e+02 1.76628289e+04 1.10902884e+04 1.86527346e+09
2.96214028e+03 4.21123717e+07 9.98568510e-02 2.66454230e-02
7.05594557e+03 5.57209621e+04 6.81800016e+02]
iteration # 26100; log-lik = 233161.670132
[ 2.46483852e+05 5.23812020e+08 2.79817821e+04 6.35084989e+04
3.91268141e+03 3.69184879e+04 3.81287490e+04 1.24084785e+03
4.39431402e+03 5.34871734e+03 1.70426923e+04 4.77915963e+02
2.95939483e+06 6.03625837e+03 2.45597528e-02 5.26589483e+02
3.50445962e+02 1.76817647e+04 1.11172240e+04 1.85327248e+09
2.96925707e+03 4.18607044e+07 9.99983649e-02 2.66489911e-02
7.05869663e+03 5.57382225e+04 6.81916174e+02]
iteration # 26200; log-lik = 233161.677561
[ 2.45757876e+05 5.36984558e+08 2.79789198e+04 6.34749583e+04
3.90355224e+03 3.67940509e+04 3.82653266e+04 1.24368419e+03
4.41474545e+03 5.31947029e+03 1.70346180e+04 4.76805218e+02
3.04219776e+06 6.04048279e+03 2.37240791e-02 5.27167038e+02
3.50419521e+02 1.77212063e+04 1.11657793e+04 1.89836776e+09
2.96895851e+03 4.28567720e+07 9.97744262e-02 2.65991698e-02
7.05795220e+03 5.57175940e+04 6.81422621e+02]
iteration # 26300; log-lik = 233161.684870
[ 2.46380767e+05 5.37963975e+08 2.80477578e+04 6.35138889e+04
3.89824183e+03 3.67389232e+04 3.85828830e+04 1.25267112e+03
4.41863873e+03 5.32683617e+03 1.70600424e+04 4.75765574e+02
3.04150732e+06 6.02864477e+03 2.34588302e-02 5.25306216e+02
3.50106389e+02 1.77198042e+04 1.11660369e+04 1.89841242e+09
2.97495824e+03 4.28628907e+07 9.97995499e-02 2.65936669e-02
7.05357822e+03 5.58097203e+04 6.82450950e+02]
iteration # 26400; log-lik = 233161.688542
[ 2.46367056e+05 5.40150464e+08 2.80580934e+04 6.34901556e+04
3.89421253e+03 3.66937671e+04 3.87257326e+04 1.25844147e+03
4.41631450e+03 5.32709653e+03 1.70448900e+04 4.76092805e+02
3.05564099e+06 6.04005464e+03 2.31466665e-02 5.24284154e+02
3.48748426e+02 1.77136717e+04 1.11681423e+04 1.91783072e+09
2.97419133e+03 4.33052194e+07 9.96485182e-02 2.65648562e-02
7.04652846e+03 5.58907260e+04 6.83632499e+02]
^[[A^[[Biteration # 26500; log-lik = 233161.690343
[ 2.46713905e+05 5.41505081e+08 2.80601137e+04 6.34805538e+04
3.89213093e+03 3.66605899e+04 3.88074530e+04 1.25943951e+03
4.41481209e+03 5.32666302e+03 1.70418737e+04 4.75441668e+02
3.06041698e+06 6.04261749e+03 2.29398292e-02 5.24106310e+02
3.48792893e+02 1.77099346e+04 1.11621739e+04 1.93235870e+09
2.97299659e+03 4.36312136e+07 9.95307576e-02 2.65489942e-02
7.04148922e+03 5.59790511e+04 6.84720054e+02]
iteration # 26600; log-lik = 233161.695339
[ 2.46177966e+05 5.41423553e+08 2.80661228e+04 6.35177304e+04
3.88863835e+03 3.66117045e+04 3.88642045e+04 1.25895708e+03
4.41466616e+03 5.32943341e+03 1.70376308e+04 4.74600724e+02
3.07243525e+06 6.05336057e+03 2.28945668e-02 5.25585014e+02
3.49965622e+02 1.77053603e+04 1.11628056e+04 1.92827687e+09
2.97623666e+03 4.35852755e+07 9.95743866e-02 2.65515350e-02
7.02771109e+03 5.59637371e+04 6.84764608e+02]
iteration # 26700; log-lik = 233161.702117
[ 2.46494305e+05 5.45267543e+08 2.80448191e+04 6.35169747e+04
3.88279397e+03 3.65433745e+04 3.88200557e+04 1.25269891e+03
4.41996684e+03 5.34047618e+03 1.70458718e+04 4.73838986e+02
3.09184699e+06 6.06021042e+03 2.26762485e-02 5.24592903e+02
3.49252907e+02 1.77062875e+04 1.11661326e+04 1.95265198e+09
2.97482729e+03 4.41507838e+07 9.94112465e-02 2.65138897e-02
7.02536490e+03 5.58675607e+04 6.83801052e+02]
iteration # 26800; log-lik = 233161.710822
[ 2.46659726e+05 5.37832834e+08 2.79870874e+04 6.35021456e+04
3.88700544e+03 3.65930212e+04 3.87030405e+04 1.24575570e+03
4.41580027e+03 5.34871048e+03 1.70339851e+04 4.73341524e+02
3.05576635e+06 6.07494407e+03 2.31563430e-02 5.26849422e+02
3.48425982e+02 1.76883471e+04 1.11412376e+04 1.93394011e+09
2.97675081e+03 4.37443202e+07 9.94718430e-02 2.65323128e-02
7.02655426e+03 5.57180543e+04 6.81852896e+02]
iteration # 26900; log-lik = 233161.714824
[ 2.45926702e+05 5.30489220e+08 2.79663828e+04 6.35140957e+04
3.89464833e+03 3.66454954e+04 3.87376236e+04 1.24917551e+03
4.41934399e+03 5.34468652e+03 1.70526523e+04 4.73154153e+02
3.02167560e+06 6.07438124e+03 2.35892497e-02 5.28152195e+02
3.48645162e+02 1.76794459e+04 1.11410116e+04 1.90637683e+09
2.98097135e+03 4.31111179e+07 9.96194024e-02 2.65696488e-02
7.02634499e+03 5.55509719e+04 6.79838480e+02]
iteration # 27000; log-lik = 233161.725633
[ 2.46151078e+05 5.42663519e+08 2.79367896e+04 6.35507950e+04
3.88400467e+03 3.65253815e+04 3.84309814e+04 1.23929579e+03
4.41658936e+03 5.34305793e+03 1.70106650e+04 4.72557286e+02
3.09410095e+06 6.07568406e+03 2.30347010e-02 5.31130747e+02
3.50636616e+02 1.76887610e+04 1.11600534e+04 1.92796086e+09
2.99047211e+03 4.36698097e+07 9.95211382e-02 2.65225612e-02
7.02649937e+03 5.58000045e+04 6.82603183e+02]
iteration # 27100; log-lik = 233161.738824
[ 2.46509932e+05 5.56251562e+08 2.79591380e+04 6.35387608e+04
3.86997608e+03 3.63756411e+04 3.81779973e+04 1.22760250e+03
4.41442353e+03 5.33423040e+03 1.69871604e+04 4.72914367e+02
3.16745135e+06 6.08092160e+03 2.21434611e-02 5.29241822e+02
3.47678535e+02 1.76980418e+04 1.11754421e+04 2.02508542e+09
2.98415144e+03 4.58384811e+07 9.89337052e-02 2.64012855e-02
7.02870098e+03 5.57080301e+04 6.81621145e+02]
iteration # 27200; log-lik = 233161.780236
[ 2.45301528e+05 5.68730535e+08 2.79277032e+04 6.36425065e+04
3.85022006e+03 3.62537859e+04 3.77486567e+04 1.21692453e+03
4.40664949e+03 5.35602426e+03 1.69743827e+04 4.77054694e+02
3.25740380e+06 6.08339185e+03 2.21691878e-02 5.31155448e+02
3.48249566e+02 1.77534552e+04 1.12366768e+04 1.99582984e+09
2.99428992e+03 4.50767670e+07 9.93468305e-02 2.64220361e-02
7.07155791e+03 5.55045988e+04 6.79667332e+02]
iteration # 27300; log-lik = 233161.807428
[ 2.45277008e+05 5.82557498e+08 2.79411769e+04 6.37982809e+04
3.82703834e+03 3.60430119e+04 3.79930036e+04 1.22977816e+03
4.41162467e+03 5.36311663e+03 1.69506744e+04 4.77828171e+02
3.34331806e+06 6.06934512e+03 2.16084214e-02 5.30655424e+02
3.48397780e+02 1.77925184e+04 1.13084038e+04 1.99355155e+09
3.01300235e+03 4.49929251e+07 9.95962211e-02 2.64095076e-02
7.09804964e+03 5.53472246e+04 6.77564394e+02]
iteration # 27400; log-lik = 233161.848788
[ 2.43297537e+05 5.85117302e+08 2.78781094e+04 6.38825751e+04
3.82684781e+03 3.59462414e+04 3.82182415e+04 1.24819077e+03
4.42339613e+03 5.31719467e+03 1.69735314e+04 4.76292511e+02
3.38456278e+06 6.04291795e+03 2.12432546e-02 5.39027135e+02
3.54742930e+02 1.78199365e+04 1.13510546e+04 1.98750237e+09
3.02179191e+03 4.49023019e+07 9.96931292e-02 2.64950041e-02
7.07794001e+03 5.54314268e+04 6.78990839e+02]
iteration # 27500; log-lik = 233161.884271
[ 2.42899088e+05 5.88628736e+08 2.78283884e+04 6.38437256e+04
3.81706862e+03 3.58342028e+04 3.84049909e+04 1.24415007e+03
4.43318015e+03 5.31300824e+03 1.70127829e+04 4.76075951e+02
3.41429039e+06 6.03425635e+03 2.08796610e-02 5.40355998e+02
3.54443637e+02 1.78461477e+04 1.13492479e+04 2.03140756e+09
3.00330022e+03 4.58058266e+07 9.93999777e-02 2.64814847e-02
7.07728482e+03 5.53901418e+04 6.78977500e+02]
iteration # 27600; log-lik = 233161.914643
[ 2.41505911e+05 6.06225562e+08 2.78735626e+04 6.39199719e+04
3.79754772e+03 3.56158955e+04 3.80270259e+04 1.23164222e+03
4.42853470e+03 5.29812931e+03 1.70281213e+04 4.74921234e+02
3.53185273e+06 6.01505273e+03 1.98315523e-02 5.40248112e+02
3.55763207e+02 1.78550676e+04 1.13564213e+04 2.15870760e+09
2.99978551e+03 4.86453618e+07 9.88175344e-02 2.63595297e-02
7.07191451e+03 5.52875835e+04 6.77445995e+02]
iteration # 27700; log-lik = 233161.955043
[ 2.43144669e+05 6.17335294e+08 2.79099996e+04 6.40085770e+04
3.77658467e+03 3.53773520e+04 3.82730366e+04 1.23608245e+03
4.42505875e+03 5.30196982e+03 1.70166110e+04 4.72200902e+02
3.58810819e+06 6.01244800e+03 1.88658153e-02 5.37722111e+02
3.55360685e+02 1.78329380e+04 1.13447949e+04 2.25939198e+09
3.00330120e+03 5.11524944e+07 9.83198654e-02 2.62543609e-02
7.04720885e+03 5.52979848e+04 6.77932392e+02]
iteration # 27800; log-lik = 233161.998782
[ 2.42752959e+05 6.19210284e+08 2.78855760e+04 6.40026430e+04
3.77188377e+03 3.52748438e+04 3.85737957e+04 1.25511780e+03
4.44631917e+03 5.25087381e+03 1.70373151e+04 4.70367172e+02
3.60566485e+06 6.00646038e+03 1.84355395e-02 5.37450625e+02
3.57704425e+02 1.78587554e+04 1.13612813e+04 2.32988423e+09
2.99268973e+03 5.27791524e+07 9.80422650e-02 2.62590414e-02
7.03220079e+03 5.49638361e+04 6.73474341e+02]
iteration # 27900; log-lik = 233162.102011
[ 2.42751802e+05 6.79053065e+08 2.78840324e+04 6.39775678e+04
3.70388086e+03 3.44291660e+04 3.83729957e+04 1.24525941e+03
4.43768821e+03 5.18836800e+03 1.69518039e+04 4.69643492e+02
3.95333464e+06 6.00896361e+03 1.55103627e-02 5.38113508e+02
3.57604015e+02 1.78916816e+04 1.14256808e+04 2.76209374e+09
2.97663515e+03 6.24536003e+07 9.61263419e-02 2.59056405e-02
7.05134044e+03 5.50055893e+04 6.76157680e+02]
iteration # 28000; log-lik = 233162.192805
[ 2.44065753e+05 6.47243905e+08 2.79852525e+04 6.40236811e+04
3.70695819e+03 3.44026076e+04 3.87351844e+04 1.27787433e+03
4.41530823e+03 5.20649203e+03 1.69731393e+04 4.69115172e+02
3.72222612e+06 5.94455285e+03 1.59220585e-02 5.34001566e+02
3.58541760e+02 1.77659060e+04 1.13087809e+04 2.70456368e+09
2.98981050e+03 6.09790169e+07 9.62850467e-02 2.58898319e-02
7.09964536e+03 5.53475326e+04 6.78885371e+02]
iteration # 28100; log-lik = 233162.284633
[ 2.44972106e+05 6.67124328e+08 2.80549563e+04 6.40330805e+04
3.66284819e+03 3.39191378e+04 3.78317791e+04 1.25051644e+03
4.43551723e+03 5.20643202e+03 1.69612535e+04 4.74043520e+02
3.84027579e+06 5.95657100e+03 1.57913216e-02 5.30589336e+02
3.57975038e+02 1.78390184e+04 1.14160131e+04 2.74061511e+09
2.99172254e+03 6.13451777e+07 9.61877384e-02 2.57629825e-02
7.18713505e+03 5.47115093e+04 6.70705621e+02]
iteration # 28200; log-lik = 233162.354596
[ 2.45931785e+05 6.62568948e+08 2.80277665e+04 6.39201677e+04
3.66084440e+03 3.39435965e+04 3.76047807e+04 1.23313647e+03
4.43759970e+03 5.23752108e+03 1.68739371e+04 4.77342192e+02
3.82650083e+06 6.01631695e+03 1.63616717e-02 5.30971065e+02
3.57029834e+02 1.78451664e+04 1.14223458e+04 2.63691070e+09
2.97873500e+03 5.89506265e+07 9.64248398e-02 2.57868972e-02
7.18660616e+03 5.49675374e+04 6.73161309e+02]
iteration # 28300; log-lik = 233162.406256
[ 2.46827393e+05 6.28327314e+08 2.79627791e+04 6.38431314e+04
3.67077388e+03 3.40102048e+04 3.74508025e+04 1.23703694e+03
4.42270441e+03 5.24199294e+03 1.69070234e+04 4.79021487e+02
3.64745067e+06 6.06081446e+03 1.76062499e-02 5.33509444e+02
3.60026329e+02 1.77781451e+04 1.13624109e+04 2.48089849e+09
2.98065019e+03 5.54127110e+07 9.68826140e-02 2.59017554e-02
7.20490232e+03 5.50688228e+04 6.73472567e+02]
iteration # 28400; log-lik = 233162.465032
[ 2.44373187e+05 6.04524085e+08 2.80132711e+04 6.39454525e+04
3.65608643e+03 3.38535021e+04 3.83023851e+04 1.27327330e+03
4.44543653e+03 5.25263792e+03 1.69588236e+04 4.82622659e+02
3.56520179e+06 6.06849997e+03 1.85126677e-02 5.36471106e+02
3.63211125e+02 1.77798906e+04 1.14013490e+04 2.29143097e+09
2.98596144e+03 5.09970648e+07 9.78245510e-02 2.60739872e-02
7.22266414e+03 5.49315671e+04 6.71249824e+02]
iteration # 28500; log-lik = 233162.502661
[ 2.42586476e+05 5.89827343e+08 2.80130287e+04 6.40488366e+04
3.65772012e+03 3.38531140e+04 3.75416322e+04 1.24427241e+03
4.40722885e+03 5.28272803e+03 1.69481654e+04 4.82901003e+02
3.50090797e+06 6.04612733e+03 1.91503378e-02 5.41147584e+02
3.67488886e+02 1.76905820e+04 1.13211605e+04 2.26762307e+09
2.99360038e+03 5.04472352e+07 9.78499486e-02 2.60606116e-02
7.23202550e+03 5.50409677e+04 6.71601832e+02]
iteration # 28600; log-lik = 233162.540715
[ 2.40993249e+05 5.87122306e+08 2.80504065e+04 6.41578759e+04
3.64015783e+03 3.36691441e+04 3.76140436e+04 1.24164300e+03
4.39869811e+03 5.30747348e+03 1.69601122e+04 4.85909418e+02
3.50531418e+06 6.02806727e+03 1.91731358e-02 5.38834061e+02
3.65245395e+02 1.76659436e+04 1.13414202e+04 2.27756765e+09
2.99341030e+03 5.05584007e+07 9.77916783e-02 2.60100415e-02
7.25753942e+03 5.47156965e+04 6.67864390e+02]
iteration # 28700; log-lik = 233162.604829
[ 2.40016047e+05 5.82783343e+08 2.80479483e+04 6.42178481e+04
3.62220366e+03 3.35467249e+04 3.77077334e+04 1.22556221e+03
4.40226216e+03 5.36209762e+03 1.70510886e+04 4.90282975e+02
3.48750816e+06 6.00660712e+03 1.98086864e-02 5.40657657e+02
3.65649158e+02 1.76596932e+04 1.13521091e+04 2.17289006e+09
2.98783537e+03 4.81111912e+07 9.82894274e-02 2.60808019e-02
7.31557561e+03 5.48385800e+04 6.69569418e+02]
iteration # 28800; log-lik = 233162.786020
[ 2.38755920e+05 6.24797470e+08 2.79164511e+04 6.39648977e+04
3.56053889e+03 3.27238811e+04 3.83179995e+04 1.18811627e+03
4.40395705e+03 5.30008889e+03 1.70070906e+04 4.93699451e+02
3.75203651e+06 6.05299786e+03 1.77683229e-02 5.41261382e+02
3.57834670e+02 1.77160081e+04 1.15152830e+04 2.42030478e+09
2.95611023e+03 5.34174168e+07 9.65568884e-02 2.57496072e-02
7.36623884e+03 5.45579149e+04 6.69536047e+02]
iteration # 28900; log-lik = 233162.943442
[ 2.37321017e+05 6.58349854e+08 2.77884429e+04 6.38432480e+04
3.53368482e+03 3.21870291e+04 3.91083780e+04 1.18444428e+03
4.46446690e+03 5.17620999e+03 1.69002120e+04 4.91822141e+02
3.96701845e+06 6.08219568e+03 1.71498145e-02 5.46161574e+02
3.62764343e+02 1.78129363e+04 1.18044660e+04 2.37590045e+09
2.98260620e+03 5.27696140e+07 9.65013198e-02 2.56313281e-02
7.38914407e+03 5.43128182e+04 6.66049385e+02]
iteration # 29000; log-lik = 233163.069611
[ 2.37626146e+05 6.46904707e+08 2.78486840e+04 6.39464426e+04
3.49815841e+03 3.16246471e+04 3.95080175e+04 1.16948775e+03
4.51013171e+03 5.15071471e+03 1.69182557e+04 4.90373867e+02
3.90201967e+06 6.07226664e+03 1.78255428e-02 5.56966313e+02
3.72505034e+02 1.78348185e+04 1.18943441e+04 2.22458236e+09
2.98463095e+03 4.92502351e+07 9.69014885e-02 2.56709124e-02
7.42009062e+03 5.42472949e+04 6.64037577e+02]
iteration # 29100; log-lik = 233163.158566
[ 2.40678435e+05 6.34515401e+08 2.78362429e+04 6.39269531e+04
3.49606940e+03 3.16764772e+04 3.85543153e+04 1.12108684e+03
4.50183117e+03 5.20487937e+03 1.68897986e+04 4.97376274e+02
3.77439259e+06 6.07225559e+03 1.95111037e-02 5.58380434e+02
3.72175941e+02 1.78653367e+04 1.19061075e+04 2.07024272e+09
2.96199318e+03 4.56132294e+07 9.74634938e-02 2.57559655e-02
7.49214905e+03 5.41728443e+04 6.62510300e+02]
iteration # 29200; log-lik = 233163.313365
[ 2.43177960e+05 6.13129680e+08 2.78672905e+04 6.39986797e+04
3.51178315e+03 3.17212728e+04 3.89534822e+04 1.14941199e+03
4.53056662e+03 5.09326132e+03 1.68223476e+04 4.93132691e+02
3.60928441e+06 6.05242326e+03 2.05637448e-02 5.71662304e+02
3.86130051e+02 1.79519222e+04 1.19412607e+04 1.94234221e+09
2.95965242e+03 4.27032204e+07 9.81632894e-02 2.60215477e-02
7.45904776e+03 5.41397894e+04 6.59407143e+02]
iteration # 29300; log-lik = 233163.436659
[ 2.45806145e+05 5.58525928e+08 2.79941629e+04 6.42410549e+04
3.52928017e+03 3.19868700e+04 3.98087654e+04 1.17491335e+03
4.49689469e+03 5.15342389e+03 1.69277471e+04 4.94927481e+02
3.24150513e+06 5.98875895e+03 2.32676537e-02 5.73176712e+02
3.89666779e+02 1.79032604e+04 1.18340301e+04 1.72855976e+09
2.96200547e+03 3.79168705e+07 9.94660055e-02 2.63785256e-02
7.46381474e+03 5.39134269e+04 6.56405397e+02]
iteration # 29400; log-lik = 233163.494967
[ 2.46750953e+05 5.07445158e+08 2.79006527e+04 6.41788894e+04
3.55839421e+03 3.22563915e+04 3.98196096e+04 1.15696402e+03
4.48319952e+03 5.17093996e+03 1.70655111e+04 4.95591354e+02
2.95178582e+06 6.03752870e+03 2.72210808e-02 5.82396941e+02
3.94063897e+02 1.78489898e+04 1.17514767e+04 1.52272206e+09
2.95418037e+03 3.33386506e+07 1.00559049e-01 2.66895198e-02
7.48207122e+03 5.35964004e+04 6.52299941e+02]
iteration # 29500; log-lik = 233163.557654
[ 2.49766048e+05 4.85352076e+08 2.79237523e+04 6.42161988e+04
3.55839687e+03 3.22599823e+04 4.00564548e+04 1.14540486e+03
4.48202836e+03 5.18561540e+03 1.70846220e+04 4.98073113e+02
2.78357548e+06 6.02646240e+03 2.97134232e-02 5.84946528e+02
3.94418223e+02 1.78901229e+04 1.17646748e+04 1.41704143e+09
2.93777713e+03 3.08688791e+07 1.01164774e-01 2.68560559e-02
7.51148764e+03 5.31279569e+04 6.46389626e+02]
iteration # 29600; log-lik = 233163.605779
[ 2.53355039e+05 4.99319599e+08 2.80200849e+04 6.42294245e+04
3.53527585e+03 3.20325926e+04 4.01547871e+04 1.14048840e+03
4.50198074e+03 5.19128588e+03 1.71089198e+04 5.00405416e+02
2.80467517e+06 5.97421926e+03 2.94199171e-02 5.78154704e+02
3.93351396e+02 1.79836927e+04 1.18681192e+04 1.39981994e+09
2.93481258e+03 3.03415000e+07 1.01299162e-01 2.68001931e-02
7.57573809e+03 5.31755780e+04 6.46260298e+02]
iteration # 29700; log-lik = 233163.669256
[ 2.54170319e+05 4.91053177e+08 2.79116630e+04 6.42411154e+04
3.52338830e+03 3.18913234e+04 4.03440081e+04 1.13833595e+03
4.50028643e+03 5.20572622e+03 1.71765209e+04 4.99795937e+02
2.76538814e+06 6.00555092e+03 3.03643410e-02 5.82624185e+02
3.94662290e+02 1.79895666e+04 1.18832110e+04 1.34841002e+09
2.94636226e+03 2.92216804e+07 1.01637932e-01 2.68669500e-02
7.58661745e+03 5.30131054e+04 6.44559884e+02]
iteration # 29800; log-lik = 233163.735017
[ 2.59122880e+05 4.70796337e+08 2.78033401e+04 6.42136506e+04
3.54252661e+03 3.21302419e+04 4.04011975e+04 1.13945765e+03
4.50035286e+03 5.21947966e+03 1.72005093e+04 4.97261687e+02
2.61132911e+06 6.04010895e+03 3.31745933e-02 5.86653958e+02
3.97713273e+02 1.80257907e+04 1.18510853e+04 1.23597020e+09
2.95515515e+03 2.68528566e+07 1.02562971e-01 2.70802409e-02
7.55650621e+03 5.29884547e+04 6.43460032e+02]
iteration # 29900; log-lik = 233163.835688
[ 2.59359594e+05 4.54234699e+08 2.76798102e+04 6.41615238e+04
3.55854323e+03 3.24040001e+04 4.03984919e+04 1.15310704e+03
4.47235673e+03 5.26003197e+03 1.73601153e+04 4.97895085e+02
2.51295140e+06 6.05356221e+03 3.49222277e-02 5.84662898e+02
3.96858941e+02 1.80127848e+04 1.17729157e+04 1.18475870e+09
2.95636866e+03 2.57245570e+07 1.03068832e-01 2.71985147e-02
7.52014040e+03 5.33125702e+04 6.46961172e+02]
iteration # 30000; log-lik = 233163.950738
[ 2.59075080e+05 4.28457689e+08 2.75780253e+04 6.40524766e+04
3.54664704e+03 3.22212997e+04 4.04564719e+04 1.16970120e+03
4.45695878e+03 5.28252854e+03 1.74295550e+04 5.04000249e+02
2.36479399e+06 6.02489375e+03 3.79528097e-02 5.82678025e+02
3.96722814e+02 1.80010981e+04 1.17869519e+04 1.09559329e+09
2.96597676e+03 2.35883593e+07 1.03559553e-01 2.72192609e-02
7.53877638e+03 5.35018836e+04 6.47285469e+02]
iteration # 30100; log-lik = 233164.047974
[ 2.59576641e+05 4.43969009e+08 2.74855657e+04 6.39464190e+04
3.50091541e+03 3.16007823e+04 4.07259573e+04 1.15789046e+03
4.49360910e+03 5.23697715e+03 1.75108803e+04 4.99629495e+02
2.45514035e+06 6.07749930e+03 3.63025342e-02 5.90385670e+02
4.03656805e+02 1.80617398e+04 1.19057131e+04 1.10618155e+09
2.98033872e+03 2.39278286e+07 1.03078990e-01 2.71084807e-02
7.48223662e+03 5.38246084e+04 6.50971643e+02]
iteration # 30200; log-lik = 233164.114259
[ 2.60819845e+05 4.36864063e+08 2.73836038e+04 6.39854983e+04
3.47649154e+03 3.13085846e+04 4.08658112e+04 1.15805768e+03
4.49971284e+03 5.21196252e+03 1.74876435e+04 5.02740552e+02
2.39071879e+06 6.03120143e+03 3.75725972e-02 5.97330709e+02
4.05693256e+02 1.81341156e+04 1.19676098e+04 1.06964378e+09
2.97489282e+03 2.30332917e+07 1.03224417e-01 2.71346857e-02
7.48547447e+03 5.37151474e+04 6.48405142e+02]
iteration # 30300; log-lik = 233164.179892
[ 2.65228641e+05 4.20985670e+08 2.73496659e+04 6.39476524e+04
3.47304021e+03 3.12100433e+04 4.08531191e+04 1.17050239e+03
4.48126503e+03 5.18499558e+03 1.74862649e+04 4.99267367e+02
2.27350840e+06 6.05578370e+03 3.85204517e-02 5.97914674e+02
4.08356128e+02 1.81067631e+04 1.19080896e+04 1.06804051e+09
2.98847618e+03 2.31738404e+07 1.02881779e-01 2.71394824e-02
7.37423732e+03 5.36750329e+04 6.47204710e+02]
iteration # 30400; log-lik = 233164.237320
[ 2.63168747e+05 4.27326791e+08 2.74783067e+04 6.40317516e+04
3.46927371e+03 3.11643788e+04 4.04632116e+04 1.16722983e+03
4.48389585e+03 5.17204386e+03 1.75489865e+04 4.96911268e+02
2.31598855e+06 6.00365045e+03 3.70017197e-02 5.99281975e+02
4.09519592e+02 1.80949106e+04 1.18864856e+04 1.11511551e+09
3.00343840e+03 2.42347838e+07 1.02428676e-01 2.70605063e-02
7.32699225e+03 5.38596318e+04 6.48400162e+02]
iteration # 30500; log-lik = 233164.259289
[ 2.63857237e+05 4.25358928e+08 2.74367915e+04 6.40521312e+04
3.45222256e+03 3.10092140e+04 4.03428194e+04 1.15836524e+03
4.46972589e+03 5.18532894e+03 1.75619644e+04 4.98747240e+02
2.29956840e+06 6.00455928e+03 3.72845525e-02 6.00389237e+02
4.07231240e+02 1.80978807e+04 1.18861384e+04 1.11666785e+09
3.00475843e+03 2.42651049e+07 1.02289294e-01 2.70210194e-02
7.32293855e+03 5.37598549e+04 6.47253001e+02]
iteration # 30600; log-lik = 233164.292308
[ 2.63360230e+05 4.30952436e+08 2.75463294e+04 6.40515215e+04
3.44496906e+03 3.08946217e+04 3.97139375e+04 1.14458868e+03
4.46116585e+03 5.16644535e+03 1.76096741e+04 4.96616137e+02
2.33083331e+06 5.99913122e+03 3.58895931e-02 5.95106948e+02
4.05336395e+02 1.80540643e+04 1.18573524e+04 1.19354464e+09
3.01040299e+03 2.59776340e+07 1.01465677e-01 2.68376402e-02
7.30488059e+03 5.35741227e+04 6.44286106e+02]
iteration # 30700; log-lik = 233164.322452
[ 2.66992484e+05 4.10853155e+08 2.75727103e+04 6.40072684e+04
3.44309014e+03 3.08947037e+04 3.95280035e+04 1.13592757e+03
4.43978992e+03 5.20374707e+03 1.76558585e+04 5.00664111e+02
2.19083099e+06 5.99911944e+03 3.91513922e-02 5.93969471e+02
4.02328281e+02 1.80481844e+04 1.18370973e+04 1.10563868e+09
3.01578353e+03 2.39956428e+07 1.02017152e-01 2.69022048e-02
7.32024024e+03 5.36384314e+04 6.44270792e+02]
iteration # 30800; log-lik = 233164.338917
[ 2.68322292e+05 4.08002853e+08 2.76399809e+04 6.40118507e+04
3.44452423e+03 3.08853051e+04 3.95655463e+04 1.13995835e+03
4.44869605e+03 5.19481579e+03 1.76816079e+04 4.99118082e+02
2.16438384e+06 5.99248969e+03 3.95377785e-02 5.93141414e+02
4.03470061e+02 1.80498785e+04 1.18389793e+04 1.08938786e+09
3.02517534e+03 2.36876897e+07 1.02151519e-01 2.69085389e-02
7.30614945e+03 5.36932867e+04 6.44354803e+02]
iteration # 30900; log-lik = 233164.359520
[ 2.69263905e+05 4.12203159e+08 2.76319833e+04 6.38849519e+04
3.44939938e+03 3.09706344e+04 3.91839866e+04 1.12830891e+03
4.43001161e+03 5.20223970e+03 1.76728374e+04 4.98844571e+02
2.18093135e+06 6.02499590e+03 3.88867976e-02 5.87734830e+02
3.98343946e+02 1.80244704e+04 1.18006215e+04 1.12862346e+09
3.02101778e+03 2.46006771e+07 1.01700816e-01 2.67971889e-02
7.29971533e+03 5.37357703e+04 6.45312062e+02]
iteration # 31000; log-lik = 233164.374599
[ 2.69320656e+05 4.16069111e+08 2.75720460e+04 6.38011539e+04
3.45115286e+03 3.09874122e+04 3.90593427e+04 1.12756233e+03
4.43064289e+03 5.19120218e+03 1.76330342e+04 4.99193123e+02
2.20365631e+06 6.04558495e+03 3.87837526e-02 5.87892458e+02
3.97708553e+02 1.80440800e+04 1.18308999e+04 1.12827066e+09
3.02499224e+03 2.46046729e+07 1.01704260e-01 2.67815879e-02
7.30614621e+03 5.37273798e+04 6.45253601e+02]
iteration # 31100; log-lik = 233164.412867
[ 2.71717752e+05 4.23893961e+08 2.75998552e+04 6.38133969e+04
3.42693558e+03 3.07047595e+04 3.93958011e+04 1.14918386e+03
4.42890443e+03 5.17139513e+03 1.75584506e+04 4.98105654e+02
2.22513088e+06 6.02516275e+03 3.71240703e-02 5.82362140e+02
3.94664187e+02 1.80728488e+04 1.18968041e+04 1.16788771e+09
3.04412463e+03 2.55413399e+07 1.01278558e-01 2.66350958e-02
7.28488012e+03 5.35297029e+04 6.42550711e+02]
iteration # 31200; log-lik = 233164.508758
[ 2.70115099e+05 4.12210179e+08 2.75682994e+04 6.35927298e+04
3.39666383e+03 3.04058492e+04 3.95264076e+04 1.15089669e+03
4.42141888e+03 5.19605954e+03 1.76093987e+04 5.02852442e+02
2.17054807e+06 5.98981235e+03 3.90976728e-02 5.75594350e+02
3.89930738e+02 1.80946410e+04 1.19728056e+04 1.12796641e+09
3.04064612e+03 2.44607266e+07 1.01476275e-01 2.65431465e-02
7.36844874e+03 5.29605176e+04 6.34049885e+02]
iteration # 31300; log-lik = 233164.595540
[ 2.68790200e+05 3.98262686e+08 2.74862234e+04 6.34558660e+04
3.41665535e+03 3.06393483e+04 4.03150476e+04 1.18861381e+03
4.42056799e+03 5.20744042e+03 1.76211102e+04 4.98083388e+02
2.12433030e+06 6.05049722e+03 3.93401702e-02 5.77170134e+02
3.91107583e+02 1.80117449e+04 1.18491600e+04 1.12195373e+09
3.02958267e+03 2.44123124e+07 1.01605754e-01 2.66501284e-02
7.31775103e+03 5.32348680e+04 6.37418078e+02]
iteration # 31400; log-lik = 233164.716465
[ 2.71471333e+05 3.66766299e+08 2.74743354e+04 6.33245892e+04
3.39953549e+03 3.04730928e+04 4.20340052e+04 1.25524585e+03
4.39514195e+03 5.23612670e+03 1.76346004e+04 4.95619918e+02
1.93604195e+06 6.04537808e+03 4.23531361e-02 5.79540420e+02
3.93027460e+02 1.79486565e+04 1.17906261e+04 1.02668790e+09
3.04555567e+03 2.24373722e+07 1.02354717e-01 2.68192430e-02
7.27248578e+03 5.32942737e+04 6.37404286e+02]
iteration # 31500; log-lik = 233164.897314
[ 2.70151137e+05 3.66718047e+08 2.71222015e+04 6.30767553e+04
3.41594554e+03 3.05304513e+04 4.09947677e+04 1.22156759e+03
4.40189543e+03 5.17443421e+03 1.75731732e+04 4.93595580e+02
1.95056038e+06 6.14943533e+03 4.41343222e-02 5.98190857e+02
4.01917162e+02 1.79865335e+04 1.18314941e+04 1.00303803e+09
3.02166356e+03 2.18902118e+07 1.02394466e-01 2.69133744e-02
7.28274507e+03 5.32670272e+04 6.37529964e+02]
iteration # 31600; log-lik = 233165.167106
[ 2.71315683e+05 3.59420469e+08 2.69097473e+04 6.29658092e+04
3.38178514e+03 3.01929895e+04 4.20006187e+04 1.28081560e+03
4.35964201e+03 5.20690940e+03 1.73996015e+04 4.88063366e+02
1.89930023e+06 6.21659821e+03 4.32114775e-02 6.10065627e+02
4.03740597e+02 1.79031007e+04 1.17955406e+04 1.01530871e+09
3.03428940e+03 2.23988610e+07 1.02137024e-01 2.69369615e-02
7.20928143e+03 5.30947017e+04 6.37348668e+02]
iteration # 31700; log-lik = 233165.504794
[ 2.77190293e+05 3.66619507e+08 2.67853312e+04 6.27170497e+04
3.30312386e+03 2.93733190e+04 4.25791695e+04 1.33256981e+03
4.38348947e+03 5.29717423e+03 1.73736107e+04 4.80525068e+02
1.88444299e+06 6.23766986e+03 4.10632167e-02 6.09842681e+02
3.99808243e+02 1.78762381e+04 1.18952265e+04 1.04105760e+09
3.04851562e+03 2.30953030e+07 1.01544678e-01 2.66959949e-02
7.21598346e+03 5.28303090e+04 6.33656267e+02]
iteration # 31800; log-lik = 233165.771473
[ 2.90910880e+05 3.15254269e+08 2.67032155e+04 6.25239838e+04
3.29816044e+03 2.92275253e+04 4.38679536e+04 1.44716909e+03
4.44331601e+03 5.28060275e+03 1.75483702e+04 4.81365952e+02
1.53672882e+06 6.26433453e+03 5.28847250e-02 6.26867253e+02
4.07481274e+02 1.79549599e+04 1.20256512e+04 7.82386335e+08
3.06993937e+03 1.73578261e+07 1.04377403e-01 2.73405263e-02
7.28142704e+03 5.19995851e+04 6.22883862e+02]
iteration # 31900; log-lik = 233165.873665
[ 2.98923734e+05 2.82024066e+08 2.66711539e+04 6.22307465e+04
3.30591734e+03 2.93317265e+04 4.32915485e+04 1.43583783e+03
4.38195224e+03 5.39902608e+03 1.76411814e+04 4.85133580e+02
1.35027853e+06 6.38498851e+03 6.30164399e-02 6.19671442e+02
4.02288140e+02 1.78022155e+04 1.18904988e+04 6.87136219e+08
3.06814561e+03 1.52398923e+07 1.05349012e-01 2.74727454e-02
7.35837257e+03 5.16876024e+04 6.20056327e+02]
iteration # 32000; log-lik = 233165.991757
[ 3.05297960e+05 2.85394723e+08 2.66706244e+04 6.22451325e+04
3.24531885e+03 2.85697156e+04 4.35222356e+04 1.45089171e+03
4.35491156e+03 5.42444824e+03 1.76525020e+04 4.82675252e+02
1.33294647e+06 6.38639807e+03 6.10128753e-02 6.22170499e+02
4.08084876e+02 1.77866259e+04 1.20072691e+04 6.92470891e+08
3.08804114e+03 1.55001971e+07 1.04798788e-01 2.73366487e-02
7.33838048e+03 5.15243257e+04 6.20933516e+02]
iteration # 32100; log-lik = 233166.048014
[ 3.03575192e+05 2.97071041e+08 2.66075338e+04 6.20920846e+04
3.24886223e+03 2.86247460e+04 4.25629177e+04 1.43049231e+03
4.37486726e+03 5.40884037e+03 1.76661198e+04 4.87960188e+02
1.39136546e+06 6.40070364e+03 6.04180306e-02 6.18704492e+02
4.06103408e+02 1.78668563e+04 1.21463305e+04 7.00249565e+08
3.07033944e+03 1.56380033e+07 1.04766458e-01 2.73120275e-02
7.40290614e+03 5.12147019e+04 6.18288712e+02]
iteration # 32200; log-lik = 233166.086290
[ 3.03259780e+05 2.87744057e+08 2.64511230e+04 6.19615900e+04
3.23672232e+03 2.85050026e+04 4.29608638e+04 1.44872669e+03
4.36765873e+03 5.44246482e+03 1.77250270e+04 4.89046998e+02
1.34865724e+06 6.41859997e+03 6.37781435e-02 6.28108362e+02
4.11362709e+02 1.78646181e+04 1.21503701e+04 6.49422026e+08
3.06326553e+03 1.45048218e+07 1.05531026e-01 2.74514610e-02
7.42330821e+03 5.14996742e+04 6.22676367e+02]
iteration # 32300; log-lik = 233166.106615
[ 3.02730490e+05 2.81945450e+08 2.64246466e+04 6.19759570e+04
3.24854322e+03 2.86415834e+04 4.27035436e+04 1.45028160e+03
4.34868939e+03 5.44908703e+03 1.77055932e+04 4.90335745e+02
1.32878763e+06 6.41989617e+03 6.57926716e-02 6.29226999e+02
4.13586714e+02 1.78582959e+04 1.21109437e+04 6.32931071e+08
3.06451385e+03 1.41201213e+07 1.05871476e-01 2.75139627e-02
7.41124822e+03 5.16514012e+04 6.24080510e+02]
iteration # 32400; log-lik = 233166.116397
[ 3.01064114e+05 2.83474952e+08 2.64035566e+04 6.20356863e+04
3.24729705e+03 2.86638036e+04 4.27374764e+04 1.46598924e+03
4.35107302e+03 5.46032742e+03 1.76838048e+04 4.90627974e+02
1.34363249e+06 6.41716001e+03 6.55490038e-02 6.31390220e+02
4.13984476e+02 1.78640468e+04 1.21324853e+04 6.28070734e+08
3.07342698e+03 1.40192717e+07 1.06198909e-01 2.75532597e-02
7.42550645e+03 5.15184413e+04 6.22743737e+02]
iteration # 32500; log-lik = 233166.127015
[ 3.01575071e+05 2.84306023e+08 2.64417301e+04 6.20746411e+04
3.25493830e+03 2.87588179e+04 4.25454749e+04 1.46709259e+03
4.35361717e+03 5.45498078e+03 1.76629282e+04 4.90554476e+02
1.34726466e+06 6.41278105e+03 6.53436714e-02 6.30748977e+02
4.14497467e+02 1.78714420e+04 1.21155618e+04 6.30175133e+08
3.07150257e+03 1.40720610e+07 1.06252192e-01 2.75662362e-02
7.41446948e+03 5.16185299e+04 6.23577860e+02]
iteration # 32600; log-lik = 233166.135582
[ 3.01244570e+05 2.83585295e+08 2.64568226e+04 6.20700533e+04
3.25199008e+03 2.87230382e+04 4.25825202e+04 1.47342558e+03
4.35569791e+03 5.45862238e+03 1.76364586e+04 4.92189354e+02
1.34709224e+06 6.41510675e+03 6.60768243e-02 6.30484168e+02
4.14407318e+02 1.78825586e+04 1.21482607e+04 6.17748520e+08
3.07376918e+03 1.37706717e+07 1.06524702e-01 2.75748498e-02
7.43995780e+03 5.15725260e+04 6.23029784e+02]
iteration # 32700; log-lik = 233166.143187
[ 3.00696260e+05 2.90274568e+08 2.64472901e+04 6.20945028e+04
3.24711555e+03 2.86782296e+04 4.25055149e+04 1.47533518e+03
4.35674557e+03 5.44984651e+03 1.76130397e+04 4.91544438e+02
1.38112295e+06 6.41666995e+03 6.39768726e-02 6.32273192e+02
4.15788421e+02 1.78986003e+04 1.21718322e+04 6.29350891e+08
3.07771555e+03 1.40659613e+07 1.06388064e-01 2.75391285e-02
7.42261924e+03 5.17657639e+04 6.25663083e+02]
iteration # 32800; log-lik = 233166.153352
[ 3.00585525e+05 2.85099428e+08 2.64683930e+04 6.20649565e+04
3.24611141e+03 2.86446728e+04 4.23962606e+04 1.47886224e+03
4.35183435e+03 5.44250188e+03 1.76089055e+04 4.92464292e+02
1.35782283e+06 6.42221990e+03 6.55108783e-02 6.32412716e+02
4.16483305e+02 1.78865313e+04 1.21678016e+04 6.19717448e+08
3.07455938e+03 1.38347899e+07 1.06487843e-01 2.75394973e-02
7.42783333e+03 5.16969337e+04 6.24290400e+02]
iteration # 32900; log-lik = 233166.165695
[ 3.03442231e+05 2.84610611e+08 2.65124445e+04 6.21236475e+04
3.23196177e+03 2.84462678e+04 4.25008264e+04 1.48427548e+03
4.35860863e+03 5.43461325e+03 1.76430735e+04 4.91376573e+02
1.34141828e+06 6.40421711e+03 6.55212178e-02 6.33949779e+02
4.18976288e+02 1.79063280e+04 1.22058195e+04 6.15521935e+08
3.07396363e+03 1.37370385e+07 1.06449491e-01 2.75368325e-02
7.43173730e+03 5.16325336e+04 6.23503872e+02]
iteration # 33000; log-lik = 233166.183564
[ 3.02601112e+05 2.82477224e+08 2.65616271e+04 6.22122288e+04
3.23752681e+03 2.85076397e+04 4.23841226e+04 1.48012561e+03
4.36300067e+03 5.42353071e+03 1.76746147e+04 4.92534370e+02
1.33449503e+06 6.39111806e+03 6.69379213e-02 6.35774028e+02
4.18962100e+02 1.79309699e+04 1.22215379e+04 6.03978257e+08
3.07204169e+03 1.34345244e+07 1.06772201e-01 2.75887417e-02
7.45092338e+03 5.14865241e+04 6.21147029e+02]
iteration # 33100; log-lik = 233166.195367
[ 3.03807731e+05 2.79522081e+08 2.65440974e+04 6.22220694e+04
3.23833747e+03 2.85167288e+04 4.26098812e+04 1.49009222e+03
4.35807309e+03 5.43292798e+03 1.76715733e+04 4.92220558e+02
1.31681435e+06 6.40901156e+03 6.81218441e-02 6.37749021e+02
4.19618471e+02 1.79253973e+04 1.22251381e+04 5.88090030e+08
3.07647913e+03 1.30984595e+07 1.07058220e-01 2.76474036e-02
7.44643421e+03 5.15514586e+04 6.22097603e+02]
iteration # 33200; log-lik = 233166.213748
[ 3.05300149e+05 2.82368197e+08 2.65736955e+04 6.22059912e+04
3.23869289e+03 2.84999246e+04 4.25773908e+04 1.49186101e+03
4.35937776e+03 5.40806748e+03 1.76978305e+04 4.90956725e+02
1.32660408e+06 6.41308076e+03 6.73754551e-02 6.36463063e+02
4.19819534e+02 1.79532815e+04 1.22568672e+04 5.89705344e+08
3.08408127e+03 1.31478881e+07 1.06992590e-01 2.76166898e-02
7.43415430e+03 5.17161934e+04 6.23366473e+02]
iteration # 33300; log-lik = 233166.231028
[ 3.06571081e+05 2.80131675e+08 2.65574147e+04 6.21968844e+04
3.24109682e+03 2.85622050e+04 4.28568761e+04 1.51161472e+03
4.35428300e+03 5.43344454e+03 1.77118174e+04 4.91306136e+02
1.31505157e+06 6.43666582e+03 6.84040919e-02 6.36388236e+02
4.19089990e+02 1.79579181e+04 1.22619355e+04 5.72476101e+08
3.08119942e+03 1.27715209e+07 1.07416634e-01 2.76898237e-02
7.43918005e+03 5.18477735e+04 6.25340457e+02]
iteration # 33400; log-lik = 233166.240569
[ 3.09751102e+05 2.75308800e+08 2.65419789e+04 6.21275506e+04
3.24548231e+03 2.85629210e+04 4.34969839e+04 1.53728641e+03
4.36407055e+03 5.40812805e+03 1.77190226e+04 4.91124781e+02
1.28319489e+06 6.46708741e+03 7.03164027e-02 6.36995717e+02
4.19721343e+02 1.79865969e+04 1.23109790e+04 5.50144151e+08
3.07275820e+03 1.22812719e+07 1.07762279e-01 2.77930806e-02
7.44433360e+03 5.17962789e+04 6.25042310e+02]
iteration # 33500; log-lik = 233166.245116
[ 3.09733079e+05 2.74202254e+08 2.65365858e+04 6.21386678e+04
3.24310720e+03 2.85437155e+04 4.35162091e+04 1.54701617e+03
4.36511993e+03 5.41526381e+03 1.77358815e+04 4.90793331e+02
1.27853273e+06 6.46832644e+03 7.06100007e-02 6.37927075e+02
4.20208397e+02 1.79827543e+04 1.23158330e+04 5.46219090e+08
3.07259116e+03 1.21980131e+07 1.07869686e-01 2.78077739e-02
7.44316526e+03 5.17975506e+04 6.24852008e+02]
iteration # 33600; log-lik = 233166.248431
[ 3.11830683e+05 2.72473790e+08 2.65510654e+04 6.21602973e+04
3.24219192e+03 2.85381296e+04 4.37017084e+04 1.56067471e+03
4.36177293e+03 5.41835323e+03 1.77328843e+04 4.90489803e+02
1.26172988e+06 6.47073385e+03 7.07876041e-02 6.38171608e+02
4.19762260e+02 1.79799879e+04 1.23038708e+04 5.43349067e+08
3.07078149e+03 1.21396368e+07 1.07910422e-01 2.78363922e-02
7.43823975e+03 5.18499095e+04 6.25616006e+02]
iteration # 33700; log-lik = 233166.252476
[ 3.10459181e+05 2.72410423e+08 2.65711775e+04 6.21890176e+04
3.24591805e+03 2.85784897e+04 4.37139319e+04 1.56247158e+03
4.36038267e+03 5.41343811e+03 1.77280001e+04 4.90098271e+02
1.26729645e+06 6.46410429e+03 7.01850634e-02 6.38228278e+02
4.19961420e+02 1.79634602e+04 1.22824498e+04 5.50881216e+08
3.06580297e+03 1.23012455e+07 1.07802581e-01 2.78308790e-02
7.43701796e+03 5.18431220e+04 6.25244697e+02]
iteration # 33800; log-lik = 233166.255307
[ 3.10463038e+05 2.71088460e+08 2.65639028e+04 6.22236273e+04
3.24391187e+03 2.85539837e+04 4.36269908e+04 1.55794532e+03
4.35731483e+03 5.41399879e+03 1.77232310e+04 4.91118041e+02
1.26035129e+06 6.45773105e+03 7.09465734e-02 6.40176517e+02
4.20596816e+02 1.79660551e+04 1.22861025e+04 5.46921399e+08
3.06103651e+03 1.21933364e+07 1.07882604e-01 2.78517272e-02
7.45400867e+03 5.17581667e+04 6.24263900e+02]
iteration # 33900; log-lik = 233166.257496
[ 3.11299617e+05 2.71451530e+08 2.65695652e+04 6.22570186e+04
3.24363912e+03 2.85552634e+04 4.36466636e+04 1.56011787e+03
4.35179694e+03 5.41058952e+03 1.77029473e+04 4.91215168e+02
1.26022378e+06 6.45715824e+03 7.06181623e-02 6.40378561e+02
4.20791962e+02 1.79650112e+04 1.22774363e+04 5.48931956e+08
3.06013238e+03 1.22406741e+07 1.07856707e-01 2.78544475e-02
7.45455247e+03 5.18156505e+04 6.24883410e+02]
iteration # 34000; log-lik = 233166.258453
[ 3.11071275e+05 2.72179133e+08 2.65842435e+04 6.22841380e+04
3.24133264e+03 2.85315400e+04 4.35864310e+04 1.55782742e+03
4.34966091e+03 5.41189997e+03 1.77106114e+04 4.91544795e+02
1.26371290e+06 6.44772312e+03 7.02159231e-02 6.39915051e+02
4.20826189e+02 1.79621144e+04 1.22764381e+04 5.52930718e+08
3.05834686e+03 1.23219200e+07 1.07775958e-01 2.78378867e-02
7.45909584e+03 5.18211293e+04 6.24871603e+02]
iteration # 34100; log-lik = 233166.258953
[ 3.11316792e+05 2.71303139e+08 2.65872127e+04 6.23036950e+04
3.23956975e+03 2.85155550e+04 4.36574856e+04 1.56300654e+03
4.34753098e+03 5.41806024e+03 1.77061742e+04 4.91886396e+02
1.25926348e+06 6.44970827e+03 7.03844413e-02 6.39998916e+02
4.20597292e+02 1.79551335e+04 1.22758757e+04 5.50793953e+08
3.05754599e+03 1.22729588e+07 1.07825193e-01 2.78468097e-02
7.46368704e+03 5.18061763e+04 6.24775757e+02]
iteration # 34200; log-lik = 233166.259121
[ 3.11337648e+05 2.71169753e+08 2.65906616e+04 6.23126245e+04
3.23881836e+03 2.84994543e+04 4.36429181e+04 1.56297586e+03
4.34649294e+03 5.41545366e+03 1.77006534e+04 4.91888630e+02
1.25881441e+06 6.44875913e+03 7.02964363e-02 6.40318163e+02
4.21003464e+02 1.79516391e+04 1.22742189e+04 5.51780945e+08
3.05696579e+03 1.22924383e+07 1.07788327e-01 2.78416078e-02
7.46381840e+03 5.18207171e+04 6.24874240e+02]
iteration # 34300; log-lik = 233166.259241
[ 3.11419461e+05 2.71057160e+08 2.65818239e+04 6.23002027e+04
3.23806687e+03 2.84850910e+04 4.36444599e+04 1.56378134e+03
4.34729293e+03 5.41253015e+03 1.77016919e+04 4.91805072e+02
1.25810324e+06 6.45182161e+03 7.03779106e-02 6.40739163e+02
4.21255332e+02 1.79541376e+04 1.22796551e+04 5.50643410e+08
3.05728713e+03 1.22685160e+07 1.07790897e-01 2.78401432e-02
7.46213986e+03 5.18346239e+04 6.25002085e+02]
iteration # 34400; log-lik = 233166.259352
[ 3.11381638e+05 2.71045905e+08 2.65776857e+04 6.22994396e+04
3.23727929e+03 2.84759015e+04 4.36663360e+04 1.56596491e+03
4.34737884e+03 5.41248901e+03 1.76985595e+04 4.91963901e+02
1.25821902e+06 6.45267907e+03 7.03424616e-02 6.40725327e+02
4.21185796e+02 1.79532780e+04 1.22828959e+04 5.50465781e+08
3.05764034e+03 1.22646165e+07 1.07793261e-01 2.78395757e-02
7.46326333e+03 5.18292903e+04 6.24959389e+02]
iteration # 34500; log-lik = 233166.259410
[ 3.11242025e+05 2.71374629e+08 2.65749451e+04 6.22985402e+04
3.23706393e+03 2.84731746e+04 4.36403952e+04 1.56507651e+03
4.34777308e+03 5.41146884e+03 1.76969375e+04 4.92062100e+02
1.26027306e+06 6.45241074e+03 7.02620739e-02 6.40864691e+02
4.21193877e+02 1.79544168e+04 1.22846282e+04 5.51088906e+08
3.05730382e+03 1.22763765e+07 1.07782738e-01 2.78356095e-02
7.46496291e+03 5.18338295e+04 6.24991376e+02]
iteration # 34600; log-lik = 233166.259521
[ 3.11067075e+05 2.71113125e+08 2.65668428e+04 6.22929906e+04
3.23738418e+03 2.84746759e+04 4.36634057e+04 1.56608061e+03
4.34816138e+03 5.41112115e+03 1.76966252e+04 4.91987960e+02
1.25982919e+06 6.45340439e+03 7.03153266e-02 6.41262217e+02
4.21313942e+02 1.79526436e+04 1.22843518e+04 5.50514188e+08
3.05753158e+03 1.22649859e+07 1.07789831e-01 2.78395605e-02
7.46377555e+03 5.18362839e+04 6.25034018e+02]
iteration # 34700; log-lik = 233166.259698
[ 3.11217031e+05 2.71154119e+08 2.65646300e+04 6.22924298e+04
3.23631288e+03 2.84581925e+04 4.36632821e+04 1.56583510e+03
4.34926656e+03 5.41053064e+03 1.76985823e+04 4.92010031e+02
1.25929947e+06 6.45086458e+03 7.03714095e-02 6.41542710e+02
4.21597381e+02 1.79548024e+04 1.22898355e+04 5.49315095e+08
3.05757851e+03 1.22360797e+07 1.07802338e-01 2.78388503e-02
7.46699280e+03 5.18483777e+04 6.25143360e+02]
iteration # 34800; log-lik = 233166.259914
[ 3.11666705e+05 2.70688796e+08 2.65612375e+04 6.22906875e+04
3.23509786e+03 2.84428464e+04 4.36901974e+04 1.56673189e+03
4.34860268e+03 5.41346740e+03 1.77044403e+04 4.91944905e+02
1.25481275e+06 6.45025840e+03 7.05638501e-02 6.41606375e+02
4.21413716e+02 1.79532408e+04 1.22920523e+04 5.47333996e+08
3.05851375e+03 1.21929609e+07 1.07817910e-01 2.78389343e-02
7.46843497e+03 5.18572590e+04 6.25263230e+02]
iteration # 34900; log-lik = 233166.260124
[ 3.11703006e+05 2.70769521e+08 2.65573573e+04 6.23002651e+04
3.23468304e+03 2.84301698e+04 4.36610343e+04 1.56559943e+03
4.34873285e+03 5.41046891e+03 1.77057972e+04 4.91742084e+02
1.25482418e+06 6.44895417e+03 7.04355676e-02 6.42060725e+02
4.21611513e+02 1.79505953e+04 1.22921743e+04 5.49183630e+08
3.05816021e+03 1.22353930e+07 1.07760096e-01 2.78326555e-02
7.46693196e+03 5.18455878e+04 6.25094443e+02]
iteration # 35000; log-lik = 233166.260347
[ 3.11849332e+05 2.70845973e+08 2.65617074e+04 6.23060031e+04
3.23416879e+03 2.84185680e+04 4.37265981e+04 1.56955268e+03
4.35049274e+03 5.40788854e+03 1.77023145e+04 4.91654417e+02
1.25457865e+06 6.44728522e+03 7.02673726e-02 6.41857446e+02
4.21612569e+02 1.79513317e+04 1.22975472e+04 5.49637572e+08
3.05837415e+03 1.22473809e+07 1.07749316e-01 2.78316513e-02
7.46605104e+03 5.18329519e+04 6.24982403e+02]
iteration # 35100; log-lik = 233166.260619
[ 3.11960551e+05 2.71225902e+08 2.65660043e+04 6.23120732e+04
3.23425807e+03 2.84154501e+04 4.37431515e+04 1.56949486e+03
4.35057910e+03 5.40579324e+03 1.77052022e+04 4.91555096e+02
1.25520618e+06 6.44324369e+03 7.00011348e-02 6.41365845e+02
4.21439008e+02 1.79501887e+04 1.22965650e+04 5.51975608e+08
3.05788207e+03 1.23000438e+07 1.07690286e-01 2.78217900e-02
7.46481692e+03 5.18470247e+04 6.25159422e+02]
iteration # 35200; log-lik = 233166.260981
[ 3.12120775e+05 2.71915525e+08 2.65660608e+04 6.23297147e+04
3.23435004e+03 2.84101710e+04 4.37787951e+04 1.57178519e+03
4.35163528e+03 5.40253472e+03 1.77025565e+04 4.91364433e+02
1.25772860e+06 6.44075105e+03 6.96246345e-02 6.41369113e+02
4.21440469e+02 1.79494910e+04 1.23007933e+04 5.54030166e+08
3.05798820e+03 1.23509603e+07 1.07655691e-01 2.78169287e-02
7.46464611e+03 5.18504616e+04 6.25287812e+02]
iteration # 35300; log-lik = 233166.261128
[ 3.12088170e+05 2.72105969e+08 2.65751860e+04 6.23450658e+04
3.23463323e+03 2.84171475e+04 4.37963094e+04 1.57330642e+03
4.35093722e+03 5.40409560e+03 1.77019197e+04 4.91381243e+02
1.25845476e+06 6.43715561e+03 6.94388382e-02 6.40725998e+02
4.21018848e+02 1.79465473e+04 1.22977417e+04 5.55426552e+08
3.05881934e+03 1.23839262e+07 1.07644473e-01 2.78105026e-02
7.46361660e+03 5.18538338e+04 6.25308624e+02]
iteration # 35400; log-lik = 233166.261257
[ 3.12070844e+05 2.72588205e+08 2.65803406e+04 6.23540980e+04
3.23558469e+03 2.84237927e+04 4.37839430e+04 1.57288821e+03
4.35194642e+03 5.40148057e+03 1.77018269e+04 4.91284482e+02
1.26080939e+06 6.43519491e+03 6.92703074e-02 6.40715090e+02
4.21235345e+02 1.79487859e+04 1.22989476e+04 5.56348590e+08
3.05851090e+03 1.24042190e+07 1.07638286e-01 2.78094085e-02
7.46349046e+03 5.18670280e+04 6.25486884e+02]
iteration # 35500; log-lik = 233166.261354
[ 3.11991196e+05 2.73071492e+08 2.65836626e+04 6.23590128e+04
3.23657711e+03 2.84353207e+04 4.37397368e+04 1.57087261e+03
4.35186130e+03 5.40136376e+03 1.77019080e+04 4.91344962e+02
1.26319918e+06 6.43346197e+03 6.91083068e-02 6.40441654e+02
4.20968380e+02 1.79479636e+04 1.22964466e+04 5.58130406e+08
3.05792391e+03 1.24419929e+07 1.07609471e-01 2.78024391e-02
7.46504283e+03 5.18784794e+04 6.25621795e+02]
iteration # 35600; log-lik = 233166.261395
[ 3.12043719e+05 2.73202895e+08 2.65851516e+04 6.23620685e+04
3.23633915e+03 2.84317992e+04 4.37237172e+04 1.57004440e+03
4.35133460e+03 5.40210100e+03 1.77022696e+04 4.91402565e+02
1.26367370e+06 6.43398028e+03 6.90731932e-02 6.40446600e+02
4.20902954e+02 1.79468601e+04 1.22968573e+04 5.58325892e+08
3.05776584e+03 1.24463990e+07 1.07600852e-01 2.77993680e-02
7.46598842e+03 5.18869937e+04 6.25751938e+02]
iteration # 35700; log-lik = 233166.261435
[ 3.12018079e+05 2.73402133e+08 2.65854753e+04 6.23609748e+04
3.23643592e+03 2.84324444e+04 4.37351847e+04 1.57026922e+03
4.35141708e+03 5.40208517e+03 1.77029207e+04 4.91261586e+02
1.26458851e+06 6.43391495e+03 6.89466019e-02 6.40410489e+02
4.20794516e+02 1.79455525e+04 1.22961934e+04 5.59232757e+08
3.05821847e+03 1.24692787e+07 1.07581720e-01 2.77965478e-02
7.46469252e+03 5.18901535e+04 6.25833815e+02]
iteration # 35800; log-lik = 233166.261477
[ 3.11942723e+05 2.73863027e+08 2.65898774e+04 6.23627396e+04
3.23642364e+03 2.84299770e+04 4.37213663e+04 1.56975631e+03
4.35190367e+03 5.40021743e+03 1.77016212e+04 4.91227327e+02
1.26722504e+06 6.43444857e+03 6.87220973e-02 6.40334674e+02
4.20698940e+02 1.79450352e+04 1.22964564e+04 5.61065323e+08
3.05798093e+03 1.25109145e+07 1.07543441e-01 2.77892654e-02
7.46383312e+03 5.18980348e+04 6.25942371e+02]
iteration # 35900; log-lik = 233166.261492
[ 3.11902480e+05 2.73944544e+08 2.65895802e+04 6.23609841e+04
3.23621985e+03 2.84272502e+04 4.37022264e+04 1.56887198e+03
4.35153329e+03 5.40040480e+03 1.77022212e+04 4.91225668e+02
1.26774903e+06 6.43461381e+03 6.86916078e-02 6.40302775e+02
4.20645627e+02 1.79441593e+04 1.22962480e+04 5.61568967e+08
3.05828853e+03 1.25222292e+07 1.07527694e-01 2.77853099e-02
7.46364293e+03 5.18985132e+04 6.25940622e+02]
iteration # 36000; log-lik = 233166.261501
[ 3.11875631e+05 2.74057850e+08 2.65905078e+04 6.23585472e+04
3.23614528e+03 2.84264119e+04 4.36981237e+04 1.56854729e+03
4.35129652e+03 5.40027663e+03 1.77030113e+04 4.91204629e+02
1.26834781e+06 6.43449494e+03 6.86166853e-02 6.40162510e+02
4.20548552e+02 1.79437581e+04 1.22954757e+04 5.62393381e+08
3.05817484e+03 1.25408727e+
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment