Reset training subject: 18504242265820
Reset training subject: 18539458484439
Adding measurement 51eb77fb to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.039248436689377;dx=-2.466508707811164E-7
New Minimum: 2.039248436689377 > 2.0392479971051216
WOLFE (weak): th(2.154434690031884)=2.0392479971051216; dx=-2.3388226758018956E-7 evalInputDelta=4.3958425521850586E-7
New Minimum: 2.0392479971051216 > 2.0392471253871918
WOLFE (weak): th(4.308869380063768)=2.0392471253871918; dx=-2.3377992360069123E-7 evalInputDelta=1.3113021850585938E-6
New Minimum: 2.0392471253871918 > 2.039244219660759
WOLFE (weak): th(12.926608140191302)=2.039244219660759; dx=-2.341494956745684E-7 evalInputDelta=4.217028617858887E-6
New Minimum: 2.039244219660759 > 2.039232477545738
WOLFE (weak): th(51.70643256076521)=2.039232477545738; dx=-2.3032076391090032E-7 evalInputDelta=1.595914363861084E-5
New Minimum: 2.039232477545738 > 2.0391688123345375
WOLFE (weak): th(258.53216280382605)=2.0391688123345375; dx=-2.3305590890711398E-7 evalInputDelta=7.962435483932495E-5
New Minimum: 2.0391688123345375 > 2.038771614432335
WOLFE (weak): th(1551.1929768229563)=2.038771614432335; dx=-2.3240683682932169E-7 evalInputDelta=4.7682225704193115E-4
New Minimum: 2.038771614432335 > 2.0359147042036057
WOLFE (weak): th(10858.350837760694)=2.0359147042036057; dx=-2.3321014218613527E-7 evalInputDelta=0.003333732485771179
New Minimum: 2.0359147042036057 > 2.012813553214073
WOLFE (weak): th(86866.80670208555)=2.012813553214073; dx=-2.2876989829063673E-7 evalInputDelta=0.02643488347530365
New Minimum: 2.012813553214073 > 1.8230042904615402
END: th(781801.26031877)=1.8230042904615402; dx=-1.8671334353238605E-7 evalInputDelta=0.2162441462278366
Fitness changed from 2.039248436689377 to 1.8230042904615402
Iteration 1 complete. Error: 1.8230042904615402 Total: 458.2974; Orientation: 0.1038; Line Search: 352.5820
Adding measurement eab929e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.8230042904615402;dx=-1.8191759456854412E-7
New Minimum: 1.8230042904615402 > 1.5037147551774979
END: th(1684339.7559414052)=1.5037147551774979; dx=-1.1828263720710364E-7 evalInputDelta=0.31928953528404236
Fitness changed from 1.8230042904615402 to 1.5037147551774979
Iteration 2 complete. Error: 1.5037147551774979 Total: 106.8978; Orientation: 0.1110; Line Search: 71.2824
Adding measurement 2a6a0117 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.5037147551774979;dx=-1.361872423089766E-7
New Minimum: 1.5037147551774979 > 1.1209381222724915
END: th(3628800.0)=1.1209381222724915; dx=-5.484883350401084E-8 evalInputDelta=0.3827766329050064
Fitness changed from 1.5037147551774979 to 1.1209381222724915
Iteration 3 complete. Error: 1.1209381222724915 Total: 105.7371; Orientation: 0.1014; Line Search: 70.2889
Adding measurement 3c392f62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.582e+03, gradient 3.549e-04, dot -0.628; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1209381222724915, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 3c392f62 to history. Total: 3
th(0)=1.1209381222724915;dx=-1.2182175795719245E-7
New Minimum: 1.1209381222724915 > 0.8108176589012146
END: th(7818012.6031877)=0.8108176589012146; dx=-7.247212032091209E-9 evalInputDelta=0.31012046337127686
Fitness changed from 1.1209381222724915 to 0.8108176589012146
Iteration 4 complete. Error: 0.8108176589012146 Total: 108.2592; Orientation: 2.4424; Line Search: 70.3261
Adding measurement 37f5ea10 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.924e+03, gradient 3.607e-04, dot -0.435; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8108176589012146, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 37f5ea10 to history. Total: 3
th(0)=0.8108176589012146;dx=-1.2393382889447853E-7
Armijo: th(1.684339755941405E7)=0.8932810127735138; dx=2.3550004880544483E-8 evalInputDelta=-0.0824633538722992
New Minimum: 0.8108176589012146 > 0.5256834179162979
WOLF (strong): th(8421698.779707026)=0.5256834179162979; dx=2.4145461059975607E-8 evalInputDelta=0.2851342409849167
New Minimum: 0.5256834179162979 > 0.5010674446821213
END: th(2807232.9265690087)=0.5010674446821213; dx=-4.375931620593433E-8 evalInputDelta=0.3097502142190933
Fitness changed from 0.8108176589012146 to 0.5010674446821213
Iteration 5 complete. Error: 0.5010674446821213 Total: 183.2043; Orientation: 2.4398; Line Search: 143.1047
Adding measurement 5b118a13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.930e+03, gradient 2.746e-04, dot -0.524; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5010674446821213, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 5b118a13 to history. Total: 3
th(0)=0.5010674446821213;dx=-7.146016553417206E-8
New Minimum: 0.5010674446821213 > 0.25065672397613525
END: th(6048000.0)=0.25065672397613525; dx=-2.765712786633437E-9 evalInputDelta=0.250410720705986
Fitness changed from 0.5010674446821213 to 0.25065672397613525
Iteration 6 complete. Error: 0.25065672397613525 Total: 110.3571; Orientation: 2.8925; Line Search: 72.2469
Adding measurement 49c15d40 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.093e+03, gradient 2.959e-04, dot -0.434; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.25065672397613525, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 49c15d40 to history. Total: 3
th(0)=0.25065672397613525;dx=-8.441237954058495E-8
Armijo: th(1.3030021005312834E7)=0.37315092980861664; dx=2.53967236122043E-8 evalInputDelta=-0.12249420583248138
New Minimum: 0.25065672397613525 > 0.0978005975484848
WOLF (strong): th(6515010.502656417)=0.0978005975484848; dx=2.4357117166933507E-8 evalInputDelta=0.15285612642765045
New Minimum: 0.0978005975484848 > 0.08216363936662674
END: th(2171670.167552139)=0.08216363936662674; dx=-3.5246755609471806E-8 evalInputDelta=0.16849308460950851
Fitness changed from 0.25065672397613525 to 0.08216363936662674
Iteration 7 complete. Error: 0.08216363936662674 Total: 180.2735; Orientation: 2.5388; Line Search: 142.5620
Adding measurement 772b89f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.630e+03, gradient 2.083e-04, dot -0.603; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.08216363936662674, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 772b89f1 to history. Total: 3
th(0)=0.08216363936662674;dx=-4.074453510806597E-8
New Minimum: 0.08216363936662674 > -0.07478728890419006
END: th(4678721.544281682)=-0.07478728890419006; dx=-1.1373371283935834E-8 evalInputDelta=0.1569509282708168
Fitness changed from 0.08216363936662674 to -0.07478728890419006
Iteration 8 complete. Error: -0.07478728890419006 Total: 110.1047; Orientation: 2.3524; Line Search: 72.5049
Adding measurement 665a8b52 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.839e+03, gradient 2.205e-04, dot -0.545; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07478728890419006, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 665a8b52 to history. Total: 3
th(0)=-0.07478728890419006;dx=-4.689399687697778E-8
New Minimum: -0.07478728890419006 > -0.0963042825460434
WOLF (strong): th(1.0080000000000002E7)=-0.0963042825460434; dx=1.3179652641412165E-8 evalInputDelta=0.021516993641853333
New Minimum: -0.0963042825460434 > -0.17458397150039673
WOLF (strong): th(5040000.000000001)=-0.17458397150039673; dx=5.9451185837693766E-9 evalInputDelta=0.09979668259620667
END: th(1680000.0000000002)=-0.14978133141994476; dx=-2.316421060800143E-8 evalInputDelta=0.0749940425157547
Fitness changed from -0.07478728890419006 to -0.17458397150039673
Iteration 9 complete. Error: -0.17458397150039673 Total: 180.9929; Orientation: 2.3555; Line Search: 143.3831
Adding measurement 1ebd7fce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.624e+03, gradient 2.512e-04, dot -0.442; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.17458397150039673, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 1ebd7fce to history. Total: 3
th(0)=-0.17458397150039673;dx=-5.791099118854194E-8
New Minimum: -0.17458397150039673 > -0.30272267758846283
WOLF (strong): th(3619450.2792535652)=-0.30272267758846283; dx=6.087229778820141E-9 evalInputDelta=0.1281387060880661
END: th(1809725.1396267826)=-0.278257854282856; dx=-2.774328342025289E-8 evalInputDelta=0.10367388278245926
Fitness changed from -0.17458397150039673 to -0.30272267758846283
Iteration 10 complete. Error: -0.30272267758846283 Total: 145.3386; Orientation: 2.4074; Line Search: 105.4837
Adding measurement a203883 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.716e+03, gradient 2.141e-04, dot -0.488; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30272267758846283, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement a203883 to history. Total: 3
th(0)=-0.30272267758846283;dx=-4.278565764539388E-8
New Minimum: -0.30272267758846283 > -0.3823874145746231
WOLF (strong): th(3898934.620234735)=-0.3823874145746231; dx=8.514475001941757E-9 evalInputDelta=0.07966473698616028
END: th(1949467.3101173674)=-0.3753766119480133; dx=-1.392141597410313E-8 evalInputDelta=0.07265393435955048
Fitness changed from -0.30272267758846283 to -0.3823874145746231
Iteration 11 complete. Error: -0.3823874145746231 Total: 145.5993; Orientation: 2.5892; Line Search: 107.6728
Adding measurement 504921b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.610e+03, gradient 2.175e-04, dot -0.454; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3823874145746231, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 504921b7 to history. Total: 3
th(0)=-0.3823874145746231;dx=-4.317653657222395E-8
New Minimum: -0.3823874145746231 > -0.4547171890735626
WOLF (strong): th(4200000.000000001)=-0.4547171890735626; dx=1.535567004590072E-8 evalInputDelta=0.07232977449893951
New Minimum: -0.4547171890735626 > -0.461128294467926
END: th(2100000.0000000005)=-0.461128294467926; dx=-1.0174699884542996E-8 evalInputDelta=0.07874087989330292
Fitness changed from -0.3823874145746231 to -0.461128294467926
Iteration 12 complete. Error: -0.461128294467926 Total: 142.8559; Orientation: 2.3303; Line Search: 105.2776
Adding measurement 29a7aa59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.019e+03, gradient 1.505e-04, dot -0.653; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.461128294467926, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 29a7aa59 to history. Total: 3
th(0)=-0.461128294467926;dx=-2.143925870634399E-8
New Minimum: -0.461128294467926 > -0.5275698229670525
END: th(4524312.849066957)=-0.5275698229670525; dx=-4.058992256892143E-9 evalInputDelta=0.06644152849912643
Fitness changed from -0.461128294467926 to -0.5275698229670525
Iteration 13 complete. Error: -0.5275698229670525 Total: 110.7497; Orientation: 2.3260; Line Search: 70.5429
Adding measurement 1495db21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.857e+03, gradient 1.875e-04, dot -0.498; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5275698229670525, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 1495db21 to history. Total: 3
th(0)=-0.5275698229670525;dx=-3.3003822936494574E-8
Armijo: th(9747336.550586838)=-0.4887658506631851; dx=1.1656751706482298E-8 evalInputDelta=-0.03880397230386734
New Minimum: -0.5275698229670525 > -0.568323090672493
WOLF (strong): th(4873668.275293419)=-0.568323090672493; dx=1.1202071775804186E-8 evalInputDelta=0.04075326770544052
New Minimum: -0.568323090672493 > -0.5766180753707886
END: th(1624556.0917644731)=-0.5766180753707886; dx=-1.2364732722093754E-8 evalInputDelta=0.049048252403736115
Fitness changed from -0.5275698229670525 to -0.5766180753707886
Iteration 14 complete. Error: -0.5766180753707886 Total: 180.6136; Orientation: 2.3378; Line Search: 143.0898
Adding measurement 1be560d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.902e+03, gradient 1.388e-04, dot -0.648; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5766180753707886, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 1be560d8 to history. Total: 3
th(0)=-0.5766180753707886;dx=-1.7164013556806407E-8
New Minimum: -0.5766180753707886 > -0.6284383833408356
END: th(3500000.0000000014)=-0.6284383833408356; dx=-5.4272460462898255E-9 evalInputDelta=0.051820307970047
Fitness changed from -0.5766180753707886 to -0.6284383833408356
Iteration 15 complete. Error: -0.6284383833408356 Total: 110.4337; Orientation: 2.3379; Line Search: 72.9422
Adding measurement 6b645b4d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.859e+03, gradient 1.611e-04, dot -0.543; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6284383833408356, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 6b645b4d to history. Total: 3
th(0)=-0.6284383833408356;dx=-2.3967513175247037E-8
New Minimum: -0.6284383833408356 > -0.6430883929133415
WOLF (strong): th(7540521.415111597)=-0.6430883929133415; dx=6.6262180519049706E-9 evalInputDelta=0.014650009572505951
New Minimum: -0.6430883929133415 > -0.668865941464901
WOLF (strong): th(3770260.7075557983)=-0.668865941464901; dx=3.7567281311304E-9 evalInputDelta=0.0404275581240654
END: th(1256753.569185266)=-0.6581718325614929; dx=-1.1867445476100937E-8 evalInputDelta=0.02973344922065735
Fitness changed from -0.6284383833408356 to -0.668865941464901
Iteration 16 complete. Error: -0.668865941464901 Total: 183.7394; Orientation: 2.5615; Line Search: 145.9433
Adding measurement 5b3da6a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.862e+03, gradient 1.868e-04, dot -0.463; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.668865941464901, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 5b3da6a1 to history. Total: 3
th(0)=-0.668865941464901;dx=-3.302705571794952E-8
New Minimum: -0.668865941464901 > -0.7199435383081436
WOLF (strong): th(2707593.4862741223)=-0.7199435383081436; dx=5.55499543787406E-9 evalInputDelta=0.051077596843242645
END: th(1353796.7431370611)=-0.7113268300890923; dx=-1.6346988314896387E-8 evalInputDelta=0.042460888624191284
Fitness changed from -0.668865941464901 to -0.7199435383081436
Iteration 17 complete. Error: -0.7199435383081436 Total: 143.2993; Orientation: 2.3431; Line Search: 105.5847
Adding measurement 2b75af71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.909e+03, gradient 1.672e-04, dot -0.502; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7199435383081436, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 2b75af71 to history. Total: 3
th(0)=-0.7199435383081436;dx=-2.648197058479798E-8
New Minimum: -0.7199435383081436 > -0.7540246695280075
WOLF (strong): th(2916666.666666668)=-0.7540246695280075; dx=6.773396431590262E-9 evalInputDelta=0.03408113121986389
END: th(1458333.333333334)=-0.7526562213897705; dx=-7.397305435679316E-9 evalInputDelta=0.03271268308162689
Fitness changed from -0.7199435383081436 to -0.7540246695280075
Iteration 18 complete. Error: -0.7540246695280075 Total: 145.5129; Orientation: 2.5366; Line Search: 107.7206
Adding measurement 2470cf15 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.719e+03, gradient 1.774e-04, dot -0.452; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7540246695280075, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 2470cf15 to history. Total: 3
th(0)=-0.7540246695280075;dx=-2.916309733636467E-8
New Minimum: -0.7540246695280075 > -0.7905827388167381
WOLF (strong): th(3141883.922963165)=-0.7905827388167381; dx=1.0508571874901726E-8 evalInputDelta=0.03655806928873062
New Minimum: -0.7905827388167381 > -0.7931650951504707
END: th(1570941.9614815826)=-0.7931650951504707; dx=-7.556177616028294E-9 evalInputDelta=0.039140425622463226
Fitness changed from -0.7540246695280075 to -0.7931650951504707
Iteration 19 complete. Error: -0.7931650951504707 Total: 145.5848; Orientation: 2.3846; Line Search: 107.9113
Adding measurement 30e821dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.795e+03, gradient 1.197e-04, dot -0.644; [369ed520-cf84-4ba5-8f8b-33d71a7c4907 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7931650951504707, 1.5037147551774979, 1.8230042904615402, 2.039248436689377
LBFGS Accumulation History: 3 points
Removed measurement 30e821dc to history. Total: 3
th(0)=-0.7931650951504707;dx=-1.2626324409471123E-8
New Minimum: -0.7931650951504707 > -0.8303350955247879
END: th(3384491.857842653)=-0.8303350955247879; dx=-3.9378100012537495E-9 evalInputDelta=0.03717000037431717
Fitness changed from -0.7931650951504707 to -0.8303350955247879
Iteration 20 complete. Error: -0.8303350955247879 Total: 110.7423; Orientation: 2.3607; Line Search: 70.5552
Final threshold in iteration 21: -0.8303350955247879 (> -Infinity) after 3108.594s (< 5400.000s)
