Reset training subject: 5459831576527
Reset training subject: 5464707194181
Adding measurement 70313bd7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.913970671594143;dx=-6.361087611706857E-7
New Minimum: 6.913970671594143 > 6.913967076689005
WOLFE (weak): th(2.154434690031884)=6.913967076689005; dx=-6.002623702714278E-7 evalInputDelta=3.594905138015747E-6
New Minimum: 6.913967076689005 > 6.913963593542576
WOLFE (weak): th(4.308869380063768)=6.913963593542576; dx=-6.37325758038664E-7 evalInputDelta=7.078051567077637E-6
New Minimum: 6.913963593542576 > 6.913949891924858
END: th(12.926608140191302)=6.913949891924858; dx=-4.864566967147E-7 evalInputDelta=2.0779669284820557E-5
Fitness changed from 6.913970671594143 to 6.913949891924858
Iteration 1 complete. Error: 6.913949891924858 Total: 34.4361; Orientation: 0.0044; Line Search: 20.0161
Adding measurement 413ec1d6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.913949891924858;dx=-5.827657479123423E-7
New Minimum: 6.913949891924858 > 6.913905747234821
WOLFE (weak): th(27.849533001676672)=6.913905747234821; dx=-5.763311028696892E-7 evalInputDelta=4.414469003677368E-5
New Minimum: 6.913905747234821 > 6.913861323148012
END: th(55.699066003353344)=6.913861323148012; dx=-4.493692812672492E-7 evalInputDelta=8.856877684593201E-5
Fitness changed from 6.913949891924858 to 6.913861323148012
Iteration 2 complete. Error: 6.913861323148012 Total: 19.0691; Orientation: 0.0041; Line Search: 14.2791
Adding measurement 35118e4f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.913861323148012;dx=-4.5772484641095535E-7
New Minimum: 6.913861323148012 > 6.913680665194988
WOLFE (weak): th(120.0)=6.913680665194988; dx=-4.904647793201038E-7 evalInputDelta=1.8065795302391052E-4
New Minimum: 6.913680665194988 > 6.913499638438225
WOLFE (weak): th(240.0)=6.913499638438225; dx=-4.3633370918453613E-7 evalInputDelta=3.616847097873688E-4
New Minimum: 6.913499638438225 > 6.9127770103514194
WOLFE (weak): th(720.0)=6.9127770103514194; dx=-4.879620880748438E-7 evalInputDelta=0.0010843127965927124
New Minimum: 6.9127770103514194 > 6.909522406756878
WOLFE (weak): th(2880.0)=6.909522406756878; dx=-4.452792977771316E-7 evalInputDelta=0.004338916391134262
New Minimum: 6.909522406756878 > 6.892178002744913
WOLFE (weak): th(14400.0)=6.892178002744913; dx=-4.527760250950924E-7 evalInputDelta=0.02168332040309906
New Minimum: 6.892178002744913 > 6.784050419926643
WOLFE (weak): th(86400.0)=6.784050419926643; dx=-5.122677731711808E-7 evalInputDelta=0.1298109032213688
New Minimum: 6.784050419926643 > 6.160181485116482
END: th(604800.0)=6.160181485116482; dx=-2.681524262998732E-7 evalInputDelta=0.7536798380315304
Fitness changed from 6.913861323148012 to 6.160181485116482
Iteration 3 complete. Error: 6.160181485116482 Total: 42.9019; Orientation: 0.0039; Line Search: 38.1264
Adding measurement 7ddb813d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.614e+03, gradient 8.863e-04, dot -0.480; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.160181485116482, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 7ddb813d to history. Total: 3
th(0)=6.160181485116482;dx=-5.948653342403148E-7
New Minimum: 6.160181485116482 > 5.894490148872137
WOLF (strong): th(1303002.1005312833)=5.894490148872137; dx=9.53746327602263E-8 evalInputDelta=0.2656913362443447
New Minimum: 5.894490148872137 > 5.560230307281017
END: th(651501.0502656417)=5.560230307281017; dx=-2.4325228050482525E-7 evalInputDelta=0.5999511778354645
Fitness changed from 6.160181485116482 to 5.560230307281017
Iteration 4 complete. Error: 5.560230307281017 Total: 19.3145; Orientation: 0.2202; Line Search: 14.2552
Adding measurement 59a9f507 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.271e+02, gradient 9.941e-04, dot -0.220; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.560230307281017, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 59a9f507 to history. Total: 3
th(0)=5.560230307281017;dx=-5.825288457551254E-7
Armijo: th(1403616.4632845044)=5.707352064549923; dx=1.8780009181828654E-7 evalInputDelta=-0.14712175726890564
New Minimum: 5.560230307281017 > 5.120132490992546
END: th(701808.2316422522)=5.120132490992546; dx=-3.0649463694891884E-8 evalInputDelta=0.4400978162884712
Fitness changed from 5.560230307281017 to 5.120132490992546
Iteration 5 complete. Error: 5.120132490992546 Total: 19.2992; Orientation: 0.1091; Line Search: 14.2741
Adding measurement 3cecd135 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.221e+03, gradient 9.613e-04, dot -0.293; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.120132490992546, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 3cecd135 to history. Total: 3
th(0)=5.120132490992546;dx=-5.99004840764798E-7
Armijo: th(1512000.0)=6.550907030701637; dx=5.580762525171355E-7 evalInputDelta=-1.4307745397090912
New Minimum: 5.120132490992546 > 4.923692308366299
WOLF (strong): th(756000.0)=4.923692308366299; dx=7.905785174395381E-8 evalInputDelta=0.1964401826262474
New Minimum: 4.923692308366299 > 4.805594407021999
END: th(252000.0)=4.805594407021999; dx=-4.2409516326704463E-7 evalInputDelta=0.3145380839705467
Fitness changed from 5.120132490992546 to 4.805594407021999
Iteration 6 complete. Error: 4.805594407021999 Total: 23.8849; Orientation: 0.0871; Line Search: 19.0361
Adding measurement 76906f08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.457e+03, gradient 8.554e-04, dot -0.353; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.805594407021999, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 76906f08 to history. Total: 3
th(0)=4.805594407021999;dx=-5.291969394402146E-7
New Minimum: 4.805594407021999 > 4.63018523901701
END: th(542917.5418880347)=4.63018523901701; dx=-2.1184650163713193E-7 evalInputDelta=0.17540916800498962
Fitness changed from 4.805594407021999 to 4.63018523901701
Iteration 7 complete. Error: 4.63018523901701 Total: 14.3479; Orientation: 0.0839; Line Search: 9.4964
Adding measurement 1e726f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.693e+03, gradient 1.002e-03, dot -0.280; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.63018523901701, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 1e726f6 to history. Total: 3
th(0)=4.63018523901701;dx=-4.984964683210788E-7
Armijo: th(1169680.3860704203)=5.166942156851292; dx=1.99307010514441E-7 evalInputDelta=-0.5367569178342819
New Minimum: 4.63018523901701 > 4.523695565760136
END: th(584840.1930352101)=4.523695565760136; dx=-2.4183477288625506E-9 evalInputDelta=0.10648967325687408
Fitness changed from 4.63018523901701 to 4.523695565760136
Iteration 8 complete. Error: 4.523695565760136 Total: 20.2124; Orientation: 0.0883; Line Search: 15.3606
Adding measurement 110f33a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.191e+02, gradient 1.133e-03, dot -0.055; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.523695565760136, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 110f33a3 to history. Total: 3
th(0)=4.523695565760136;dx=-5.02220849372794E-7
Armijo: th(1260000.0)=5.747083485126495; dx=5.150658247519879E-7 evalInputDelta=-1.2233879193663597
Armijo: th(630000.0)=4.530529946088791; dx=3.3782704082823544E-7 evalInputDelta=-0.006834380328655243
New Minimum: 4.523695565760136 > 4.221069999039173
END: th(210000.0)=4.221069999039173; dx=-2.61529011785437E-7 evalInputDelta=0.3026255667209625
Fitness changed from 4.523695565760136 to 4.221069999039173
Iteration 9 complete. Error: 4.221069999039173 Total: 24.0115; Orientation: 0.1937; Line Search: 19.0327
Adding measurement 2b963c77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.424e+03, gradient 9.112e-04, dot -0.367; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.221069999039173, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 2b963c77 to history. Total: 3
th(0)=4.221069999039173;dx=-5.379707675698676E-7
New Minimum: 4.221069999039173 > 4.155921470373869
END: th(452431.2849066956)=4.155921470373869; dx=-9.26746781222417E-8 evalInputDelta=0.06514852866530418
Fitness changed from 4.221069999039173 to 4.155921470373869
Iteration 10 complete. Error: 4.155921470373869 Total: 14.3665; Orientation: 0.0880; Line Search: 9.4840
Adding measurement 7c67cbb9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.892e+03, gradient 1.027e-03, dot -0.331; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.155921470373869, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 7c67cbb9 to history. Total: 3
th(0)=4.155921470373869;dx=-5.09084459014386E-7
Armijo: th(974733.6550586836)=4.779320575296879; dx=2.485200108518278E-7 evalInputDelta=-0.6233991049230099
New Minimum: 4.155921470373869 > 4.1349265165627
END: th(487366.8275293418)=4.1349265165627; dx=-1.2523181467930544E-8 evalInputDelta=0.02099495381116867
Fitness changed from 4.155921470373869 to 4.1349265165627
Iteration 11 complete. Error: 4.1349265165627 Total: 19.2280; Orientation: 0.1783; Line Search: 14.2834
Adding measurement 24356a25 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.474e+03, gradient 1.223e-03, dot -0.162; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.1349265165627, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 24356a25 to history. Total: 3
th(0)=4.1349265165627;dx=-6.852005816086025E-7
Armijo: th(1050000.0)=6.89966893941164; dx=9.614668316863335E-7 evalInputDelta=-2.76474242284894
Armijo: th(525000.0)=4.608025252819061; dx=4.811241249299225E-7 evalInputDelta=-0.473098736256361
New Minimum: 4.1349265165627 > 3.890139028429985
END: th(175000.0)=3.890139028429985; dx=-7.373619518347142E-8 evalInputDelta=0.24478748813271523
Fitness changed from 4.1349265165627 to 3.890139028429985
Iteration 12 complete. Error: 3.890139028429985 Total: 23.8322; Orientation: 0.0876; Line Search: 18.9830
Adding measurement 5acbab9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.227e+04, gradient 1.089e-03, dot -0.360; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.890139028429985, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 5acbab9f to history. Total: 3
th(0)=3.890139028429985;dx=-3.786234556495849E-7
Armijo: th(377026.0707555797)=3.957683488726616; dx=1.4192656937245427E-8 evalInputDelta=-0.06754446029663086
New Minimum: 3.890139028429985 > 3.8031644634902477
END: th(188513.03537778984)=3.8031644634902477; dx=-1.9515090787586879E-7 evalInputDelta=0.08697456493973732
Fitness changed from 3.890139028429985 to 3.8031644634902477
Iteration 13 complete. Error: 3.8031644634902477 Total: 19.2476; Orientation: 0.0816; Line Search: 14.3911
Adding measurement 9244ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.993e+03, gradient 1.114e-03, dot -0.264; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8031644634902477, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 9244ad to history. Total: 3
th(0)=3.8031644634902477;dx=-4.615959446616989E-7
Armijo: th(406139.0229411182)=3.9992576986551285; dx=2.9804947786775715E-7 evalInputDelta=-0.19609323516488075
New Minimum: 3.8031644634902477 > 3.7696385085582733
WOLF (strong): th(203069.5114705591)=3.7696385085582733; dx=2.70505060378142E-8 evalInputDelta=0.03352595493197441
New Minimum: 3.7696385085582733 > 3.738252464681864
WOLFE (weak): th(67689.83715685304)=3.738252464681864; dx=-4.166899334202629E-7 evalInputDelta=0.06491199880838394
New Minimum: 3.738252464681864 > 3.7296550944447517
END: th(135379.67431370608)=3.7296550944447517; dx=-9.204887048499603E-8 evalInputDelta=0.07350936904549599
Fitness changed from 3.8031644634902477 to 3.7296550944447517
Iteration 14 complete. Error: 3.7296550944447517 Total: 28.6251; Orientation: 0.0794; Line Search: 23.7661
Adding measurement 196219cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.797e+03, gradient 1.076e-03, dot -0.234; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7296550944447517, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 196219cd to history. Total: 3
th(0)=3.7296550944447517;dx=-3.798240213380621E-7
Armijo: th(291666.66666666674)=3.78469754755497; dx=5.993362178695519E-8 evalInputDelta=-0.05504245311021805
New Minimum: 3.7296550944447517 > 3.678593371063471
END: th(145833.33333333337)=3.678593371063471; dx=-1.1212699138940917E-7 evalInputDelta=0.0510617233812809
Fitness changed from 3.7296550944447517 to 3.678593371063471
Iteration 15 complete. Error: 3.678593371063471 Total: 19.4323; Orientation: 0.2476; Line Search: 14.2455
Adding measurement 2c003d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.115e+03, gradient 1.071e-03, dot -0.185; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.678593371063471, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 2c003d9 to history. Total: 3
th(0)=3.678593371063471;dx=-4.2404487333700235E-7
Armijo: th(314188.39229631645)=3.7645567916333675; dx=1.8175027330878274E-7 evalInputDelta=-0.0859634205698967
New Minimum: 3.678593371063471 > 3.6351165398955345
WOLF (strong): th(157094.19614815823)=3.6351165398955345; dx=4.329897197414259E-8 evalInputDelta=0.043476831167936325
New Minimum: 3.6351165398955345 > 3.6326108016073704
END: th(52364.732049386075)=3.6326108016073704; dx=-3.0370073446653375E-7 evalInputDelta=0.045982569456100464
Fitness changed from 3.678593371063471 to 3.6326108016073704
Iteration 16 complete. Error: 3.6326108016073704 Total: 25.1681; Orientation: 0.0911; Line Search: 19.2008
Adding measurement 74b7a6dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.663e+03, gradient 9.065e-04, dot -0.331; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6326108016073704, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 74b7a6dd to history. Total: 3
th(0)=3.6326108016073704;dx=-3.746991550997267E-7
New Minimum: 3.6326108016073704 > 3.6054019778966904
END: th(112816.39526142174)=3.6054019778966904; dx=-3.083705493327234E-7 evalInputDelta=0.027208823710680008
Fitness changed from 3.6326108016073704 to 3.6054019778966904
Iteration 17 complete. Error: 3.6054019778966904 Total: 14.4069; Orientation: 0.0901; Line Search: 9.5233
Adding measurement 142e107e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.341e+04, gradient 8.867e-04, dot -0.375; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6054019778966904, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 142e107e to history. Total: 3
th(0)=3.6054019778966904;dx=-3.5020795017636463E-7
New Minimum: 3.6054019778966904 > 3.6004917919635773
END: th(243055.55555555565)=3.6004917919635773; dx=-9.108231945942056E-8 evalInputDelta=0.004910185933113098
Fitness changed from 3.6054019778966904 to 3.6004917919635773
Iteration 18 complete. Error: 3.6004917919635773 Total: 14.4419; Orientation: 0.0891; Line Search: 9.5649
Adding measurement 4023394b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.753e+05, gradient 1.056e-03, dot -0.361; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6004917919635773, 6.913861323148012, 6.913949891924858, 6.913970671594143
LBFGS Accumulation History: 3 points
Removed measurement 4023394b to history. Total: 3
th(0)=3.6004917919635773;dx=-5.894227691649849E-7
Armijo: th(523647.32049386087)=3.880823001265526; dx=4.7765428024759536E-8 evalInputDelta=-0.28033120930194855
Armijo: th(261823.66024693043)=3.6764923110604286; dx=8.997390640660419E-8 evalInputDelta=-0.07600051909685135
New Minimum: 3.6004917919635773 > 3.5622786842286587
END: th(87274.55341564347)=3.5622786842286587; dx=-2.4488027715349434E-7 evalInputDelta=0.038213107734918594
Fitness changed from 3.6004917919635773 to 3.5622786842286587
Iteration 19 complete. Error: 3.5622786842286587 Total: 23.8973; Orientation: 0.0849; Line Search: 19.0310
Adding measurement 52297c55 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 5.201e+04, gradient 8.944e-04, dot 0.439; [95df80f0-7266-433d-922b-925465aedb3e = 1.000/1.000e+00]
th(0)=3.5622786842286587;dx=-18.319947422716012
Armijo: th(188027.32543570292)=810.9010865241289; dx=-0.8133668688219559 evalInputDelta=-807.3388078399003
Armijo: th(94013.66271785146)=810.9010865241289; dx=-0.6619508002550437 evalInputDelta=-807.3388078399003
Armijo: th(31337.887572617154)=810.9010865241289; dx=-0.8567517899344597 evalInputDelta=-807.3388078399003
Armijo: th(7834.471893154288)=810.8752712011337; dx=-0.2640923191049735 evalInputDelta=-807.3129925169051
Armijo: th(1566.8943786308578)=810.8204915076494; dx=-0.22442359157126163 evalInputDelta=-807.2582128234208
Armijo: th(261.14906310514294)=809.2054680138826; dx=-1.0816559960058032 evalInputDelta=-805.643189329654
Armijo: th(37.30700901502042)=801.8356289118528; dx=0.016076499827098356 evalInputDelta=-798.2733502276242
Armijo: th(4.663376126877552)=756.8362177610397; dx=16.30123182556362 evalInputDelta=-753.2739390768111
Armijo: th(0.5181529029863947)=424.2009134441614; dx=188.05466704728235 evalInputDelta=-420.63863475993276
Armijo: th(0.051815290298639474)=11.810234978795052; dx=37.12671352212564 evalInputDelta=-8.247956294566393
Armijo: th(0.004710480936239952)=3.601809248328209; dx=-13.019980593554202 evalInputDelta=-0.03953056409955025
New Minimum: 3.5622786842286587 > 3.559557631611824
WOLFE (weak): th(3.9254007801999604E-4)=3.559557631611824; dx=-17.355388078807337 evalInputDelta=0.0027210526168346405
Armijo: th(0.002551510507129974)=3.564614988863468; dx=-8.999186450092354 evalInputDelta=-0.002336304634809494
New Minimum: 3.559557631611824 > 3.557939752936363
END: th(0.0014720252925749851)=3.557939752936363; dx=-16.06074131692667 evalInputDelta=0.004338931292295456
Fitness changed from 3.5622786842286587 to 3.557939752936363
Iteration 20 complete. Error: 3.557939752936363 Total: 76.2841; Orientation: 0.1061; Line Search: 71.3928
Final threshold in iteration 21: 3.557939752936363 (> -Infinity) after 496.408s (< 5400.000s)
