Reset training subject: 2083830092000
Reset training subject: 2105357011799
Adding measurement 240b83c4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.715901914983988;dx=-3.2808205236449775E-7
New Minimum: 6.715901914983988 > 6.715900145471096
END: th(2.154434690031884)=6.715900145471096; dx=-2.7188086998320255E-7 evalInputDelta=1.7695128917694092E-6
Fitness changed from 6.715901914983988 to 6.715900145471096
Iteration 1 complete. Error: 6.715900145471096 Total: 116.1953; Orientation: 0.0075; Line Search: 50.1095
Adding measurement 2373108c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.715900145471096;dx=-2.7785626073182055E-7
New Minimum: 6.715900145471096 > 6.71589595451951
WOLFE (weak): th(4.641588833612779)=6.71589595451951; dx=-2.704170068166395E-7 evalInputDelta=4.190951585769653E-6
New Minimum: 6.71589595451951 > 6.71589208394289
WOLFE (weak): th(9.283177667225559)=6.71589208394289; dx=-2.7291138873034937E-7 evalInputDelta=8.061528205871582E-6
New Minimum: 6.71589208394289 > 6.71587572991848
WOLFE (weak): th(27.849533001676676)=6.71587572991848; dx=-2.63989470981914E-7 evalInputDelta=2.4415552616119385E-5
New Minimum: 6.71587572991848 > 6.715802866965532
WOLFE (weak): th(111.3981320067067)=6.715802866965532; dx=-2.7639098755608775E-7 evalInputDelta=9.727850556373596E-5
New Minimum: 6.715802866965532 > 6.715413793921471
WOLFE (weak): th(556.9906600335335)=6.715413793921471; dx=-2.743321261545734E-7 evalInputDelta=4.8635154962539673E-4
New Minimum: 6.715413793921471 > 6.712983764708042
WOLFE (weak): th(3341.9439602012008)=6.712983764708042; dx=-2.731558600561599E-7 evalInputDelta=0.002916380763053894
New Minimum: 6.712983764708042 > 6.695531811565161
WOLFE (weak): th(23393.607721408407)=6.695531811565161; dx=-2.7506715970517103E-7 evalInputDelta=0.020368333905935287
New Minimum: 6.695531811565161 > 6.557256642729044
WOLFE (weak): th(187148.86177126726)=6.557256642729044; dx=-2.629085915701134E-7 evalInputDelta=0.15864350274205208
New Minimum: 6.557256642729044 > 5.609115771949291
END: th(1684339.7559414054)=5.609115771949291; dx=-1.6528991391744258E-7 evalInputDelta=1.1067843735218048
Fitness changed from 6.715900145471096 to 5.609115771949291
Iteration 2 complete. Error: 5.609115771949291 Total: 249.5845; Orientation: 0.0053; Line Search: 226.9510
Adding measurement 50f88ba5 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.609115771949291;dx=-1.625515070666299E-7
New Minimum: 5.609115771949291 > 4.710378132760525
END: th(3628800.0000000005)=4.710378132760525; dx=-7.245636766099516E-8 evalInputDelta=0.8987376391887665
Fitness changed from 5.609115771949291 to 4.710378132760525
Iteration 3 complete. Error: 4.710378132760525 Total: 70.3519; Orientation: 0.0053; Line Search: 46.6575
Adding measurement 1c962510 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.124e+03, gradient 3.580e-04, dot -0.415; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.710378132760525, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 1c962510 to history. Total: 3
th(0)=4.710378132760525;dx=-1.1282000052205642E-7
New Minimum: 4.710378132760525 > 4.067724246531725
END: th(7818012.603187701)=4.067724246531725; dx=-1.7368847702463034E-8 evalInputDelta=0.6426538862287998
Fitness changed from 4.710378132760525 to 4.067724246531725
Iteration 4 complete. Error: 4.067724246531725 Total: 72.2887; Orientation: 0.0841; Line Search: 48.8618
Adding measurement 2ac4812a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.712e+03, gradient 3.529e-04, dot -0.229; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.067724246531725, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 2ac4812a to history. Total: 3
th(0)=4.067724246531725;dx=-1.0915560074672821E-7
Armijo: th(1.6843397559414055E7)=4.528932727873325; dx=7.85544807156244E-9 evalInputDelta=-0.4612084813416004
New Minimum: 4.067724246531725 > 3.8863853588700294
WOLF (strong): th(8421698.779707028)=3.8863853588700294; dx=3.0649031774996557E-9 evalInputDelta=0.18133888766169548
New Minimum: 3.8863853588700294 > 3.6884791776537895
END: th(2807232.926569009)=3.6884791776537895; dx=-4.7773183337425576E-8 evalInputDelta=0.3792450688779354
Fitness changed from 4.067724246531725 to 3.6884791776537895
Iteration 5 complete. Error: 3.6884791776537895 Total: 108.5843; Orientation: 0.0857; Line Search: 86.0972
Adding measurement 3ea29d20 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.353e+03, gradient 2.721e-04, dot -0.352; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6884791776537895, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 3ea29d20 to history. Total: 3
th(0)=3.6884791776537895;dx=-6.207446741630341E-8
New Minimum: 3.6884791776537895 > 3.414314813911915
END: th(6048000.000000001)=3.414314813911915; dx=-1.7236735236026315E-8 evalInputDelta=0.2741643637418747
Fitness changed from 3.6884791776537895 to 3.414314813911915
Iteration 6 complete. Error: 3.414314813911915 Total: 70.9338; Orientation: 0.0851; Line Search: 46.4233
Adding measurement 5c3fc0c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.732e+03, gradient 2.692e-04, dot -0.338; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.414314813911915, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 5c3fc0c0 to history. Total: 3
th(0)=3.414314813911915;dx=-6.304441237815383E-8
Armijo: th(1.3030021005312836E7)=3.6244619973003864; dx=6.639829887151035E-9 evalInputDelta=-0.2101471833884716
New Minimum: 3.414314813911915 > 3.248380124568939
END: th(6515010.502656418)=3.248380124568939; dx=-2.735784665380731E-9 evalInputDelta=0.16593468934297562
Fitness changed from 3.414314813911915 to 3.248380124568939
Iteration 7 complete. Error: 3.248380124568939 Total: 93.4937; Orientation: 0.0837; Line Search: 69.7479
Adding measurement 938e4ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.328e+03, gradient 2.639e-04, dot -0.272; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.248380124568939, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 938e4ad to history. Total: 3
th(0)=3.248380124568939;dx=-6.1648180624511E-8
Armijo: th(1.4036164632845048E7)=3.5709395185112953; dx=1.2208498087050174E-8 evalInputDelta=-0.3225593939423561
New Minimum: 3.248380124568939 > 3.1208704374730587
WOLF (strong): th(7018082.316422524)=3.1208704374730587; dx=4.090236165098012E-9 evalInputDelta=0.1275096870958805
New Minimum: 3.1208704374730587 > 3.0502102226018906
END: th(2339360.7721408415)=3.0502102226018906; dx=-3.464194836634751E-8 evalInputDelta=0.19816990196704865
Fitness changed from 3.248380124568939 to 3.0502102226018906
Iteration 8 complete. Error: 3.0502102226018906 Total: 118.9710; Orientation: 0.0846; Line Search: 94.1490
Adding measurement 27b8f401 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.964e+03, gradient 2.133e-04, dot -0.387; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0502102226018906, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 27b8f401 to history. Total: 3
th(0)=3.0502102226018906;dx=-3.8515560458342555E-8
New Minimum: 3.0502102226018906 > 2.952970936894417
END: th(5040000.000000002)=2.952970936894417; dx=-1.301496959395599E-8 evalInputDelta=0.09723928570747375
Fitness changed from 3.0502102226018906 to 2.952970936894417
Iteration 9 complete. Error: 2.952970936894417 Total: 68.7215; Orientation: 0.0840; Line Search: 45.2925
Adding measurement 306bf443 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.990e+03, gradient 2.059e-04, dot -0.369; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.952970936894417, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 306bf443 to history. Total: 3
th(0)=2.952970936894417;dx=-3.638524035728838E-8
Armijo: th(1.0858350837760698E7)=3.035988375544548; dx=3.3646240768818346E-9 evalInputDelta=-0.08301743865013123
New Minimum: 2.952970936894417 > 2.8584645688533783
END: th(5429175.418880349)=2.8584645688533783; dx=-4.586688484764251E-9 evalInputDelta=0.09450636804103851
Fitness changed from 2.952970936894417 to 2.8584645688533783
Iteration 10 complete. Error: 2.8584645688533783 Total: 93.5535; Orientation: 0.0822; Line Search: 70.3778
Adding measurement 593e4e73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.396e+03, gradient 2.136e-04, dot -0.283; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8584645688533783, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 593e4e73 to history. Total: 3
th(0)=2.8584645688533783;dx=-3.8481479969514126E-8
Armijo: th(1.1696803860704208E7)=3.085295096039772; dx=9.033014898962936E-9 evalInputDelta=-0.22683052718639374
New Minimum: 2.8584645688533783 > 2.818359896540642
WOLF (strong): th(5848401.930352104)=2.818359896540642; dx=3.600032905148147E-9 evalInputDelta=0.04010467231273651
New Minimum: 2.818359896540642 > 2.7821929417550564
END: th(1949467.310117368)=2.7821929417550564; dx=-2.508979370407651E-8 evalInputDelta=0.07627162709832191
Fitness changed from 2.8584645688533783 to 2.7821929417550564
Iteration 11 complete. Error: 2.7821929417550564 Total: 118.0511; Orientation: 0.0898; Line Search: 93.9100
Adding measurement 787d099d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.663e+03, gradient 1.810e-04, dot -0.352; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7821929417550564, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 787d099d to history. Total: 3
th(0)=2.7821929417550564;dx=-2.4131367009000424E-8
New Minimum: 2.7821929417550564 > 2.710889682173729
END: th(4200000.000000002)=2.710889682173729; dx=-9.335295782813145E-9 evalInputDelta=0.07130325958132744
Fitness changed from 2.7821929417550564 to 2.710889682173729
Iteration 12 complete. Error: 2.710889682173729 Total: 68.1844; Orientation: 0.0862; Line Search: 44.1185
Adding measurement 17cf72ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.850e+03, gradient 1.728e-04, dot -0.366; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.710889682173729, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 17cf72ce to history. Total: 3
th(0)=2.710889682173729;dx=-2.281302924418582E-8
Armijo: th(9048625.698133916)=2.79390562325716; dx=2.976027099600918E-9 evalInputDelta=-0.08301594108343124
New Minimum: 2.710889682173729 > 2.68831530213356
END: th(4524312.849066958)=2.68831530213356; dx=-4.9920995749379E-9 evalInputDelta=0.022574380040168762
Fitness changed from 2.710889682173729 to 2.68831530213356
Iteration 13 complete. Error: 2.68831530213356 Total: 90.6435; Orientation: 0.0856; Line Search: 68.1173
Adding measurement 61de294e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.084e+03, gradient 1.788e-04, dot -0.268; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.68831530213356, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 61de294e to history. Total: 3
th(0)=2.68831530213356;dx=-2.5315123981046905E-8
Armijo: th(9747336.55058684)=2.8074350766837597; dx=7.35350991076318E-9 evalInputDelta=-0.11911977455019951
New Minimum: 2.68831530213356 > 2.6437457501888275
WOLF (strong): th(4873668.27529342)=2.6437457501888275; dx=8.015417319895773E-10 evalInputDelta=0.044569551944732666
New Minimum: 2.6437457501888275 > 2.6375304013490677
END: th(1624556.0917644734)=2.6375304013490677; dx=-1.6003484712006164E-8 evalInputDelta=0.05078490078449249
Fitness changed from 2.68831530213356 to 2.6375304013490677
Iteration 14 complete. Error: 2.6375304013490677 Total: 117.5381; Orientation: 0.0841; Line Search: 91.8953
Adding measurement 41634b18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.391e+03, gradient 1.444e-04, dot -0.362; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6375304013490677, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 41634b18 to history. Total: 3
th(0)=2.6375304013490677;dx=-1.6265355933512034E-8
New Minimum: 2.6375304013490677 > 2.610245108604431
END: th(3500000.000000002)=2.610245108604431; dx=-8.464152704708535E-9 evalInputDelta=0.027285292744636536
Fitness changed from 2.6375304013490677 to 2.610245108604431
Iteration 15 complete. Error: 2.610245108604431 Total: 69.3479; Orientation: 0.0844; Line Search: 45.2143
Adding measurement 5a2b5547 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.362e+03, gradient 1.448e-04, dot -0.344; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.610245108604431, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 5a2b5547 to history. Total: 3
th(0)=2.610245108604431;dx=-1.6068645558405133E-8
New Minimum: 2.610245108604431 > 2.60528901219368
END: th(7540521.415111598)=2.60528901219368; dx=-6.553539749019884E-10 evalInputDelta=0.004956096410751343
Fitness changed from 2.610245108604431 to 2.60528901219368
Iteration 16 complete. Error: 2.60528901219368 Total: 69.3726; Orientation: 0.0853; Line Search: 46.4685
Adding measurement 2e875a59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.809e+03, gradient 1.819e-04, dot -0.207; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.60528901219368, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 2e875a59 to history. Total: 3
th(0)=2.60528901219368;dx=-2.805944236175166E-8
Armijo: th(1.6245560917644737E7)=3.020387176424265; dx=9.252152816634165E-9 evalInputDelta=-0.4150981642305851
Armijo: th(8122780.458822369)=2.677027463912964; dx=1.1714263821976173E-8 evalInputDelta=-0.07173845171928406
New Minimum: 2.60528901219368 > 2.53211385384202
END: th(2707593.4862741227)=2.53211385384202; dx=-9.105547661850528E-9 evalInputDelta=0.07317515835165977
Fitness changed from 2.60528901219368 to 2.53211385384202
Iteration 17 complete. Error: 2.53211385384202 Total: 112.1044; Orientation: 0.0842; Line Search: 85.9469
Adding measurement 41b4589a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.954e+03, gradient 1.359e-04, dot -0.289; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.53211385384202, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 41b4589a to history. Total: 3
th(0)=2.53211385384202;dx=-1.4152692108576896E-8
Armijo: th(5833333.333333338)=2.536883559077978; dx=-2.9107369473610557E-9 evalInputDelta=-0.004769705235958099
New Minimum: 2.53211385384202 > 2.5194846838712692
END: th(2916666.666666669)=2.5194846838712692; dx=-5.798069312155705E-9 evalInputDelta=0.012629169970750809
Fitness changed from 2.53211385384202 to 2.5194846838712692
Iteration 18 complete. Error: 2.5194846838712692 Total: 98.6103; Orientation: 0.0845; Line Search: 74.6838
Adding measurement 7bf0535 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.989e+03, gradient 1.379e-04, dot -0.281; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5194846838712692, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 7bf0535 to history. Total: 3
th(0)=2.5194846838712692;dx=-1.300492539913662E-8
Armijo: th(6283767.845926332)=2.5202783048152924; dx=6.380332475657575E-10 evalInputDelta=-7.936209440231323E-4
New Minimum: 2.5194846838712692 > 2.493158433586359
END: th(3141883.922963166)=2.493158433586359; dx=-3.5393474864566593E-9 evalInputDelta=0.026326250284910202
Fitness changed from 2.5194846838712692 to 2.493158433586359
Iteration 19 complete. Error: 2.493158433586359 Total: 91.2150; Orientation: 0.0854; Line Search: 68.5470
Adding measurement 587a6a4e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.007e+03, gradient 1.365e-04, dot -0.281; [5e6fba12-a3e3-4de3-a035-127b9c031506 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.493158433586359, 5.609115771949291, 6.715900145471096, 6.715901914983988
LBFGS Accumulation History: 3 points
Removed measurement 587a6a4e to history. Total: 3
th(0)=2.493158433586359;dx=-1.3927513991286282E-8
Armijo: th(6768983.715685308)=2.5295174047350883; dx=9.324237702836932E-10 evalInputDelta=-0.036358971148729324
New Minimum: 2.493158433586359 > 2.4870911203324795
END: th(3384491.857842654)=2.4870911203324795; dx=-2.328858813736527E-9 evalInputDelta=0.006067313253879547
Fitness changed from 2.493158433586359 to 2.4870911203324795
Iteration 20 complete. Error: 2.4870911203324795 Total: 93.7724; Orientation: 0.0849; Line Search: 68.7141
Final threshold in iteration 21: 2.4870911203324795 (> -Infinity) after 1991.518s (< 5400.000s)
