Reset training subject: 32532685429696
Reset training subject: 32569216615440
Adding measurement 2861799 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.5896425992250443;dx=-3.497995418645017E-7
New Minimum: 0.5896425992250443 > 0.5896412134170532
WOLFE (weak): th(2.154434690031884)=0.5896412134170532; dx=-3.215330899145114E-7 evalInputDelta=1.385807991027832E-6
New Minimum: 0.5896412134170532 > 0.5896402150392532
WOLFE (weak): th(4.308869380063768)=0.5896402150392532; dx=-3.333620189990853E-7 evalInputDelta=2.384185791015625E-6
New Minimum: 0.5896402150392532 > 0.5896352380514145
WOLFE (weak): th(12.926608140191302)=0.5896352380514145; dx=-3.3468437374890086E-7 evalInputDelta=7.361173629760742E-6
New Minimum: 0.5896352380514145 > 0.5896129459142685
WOLFE (weak): th(51.70643256076521)=0.5896129459142685; dx=-3.371827749321459E-7 evalInputDelta=2.9653310775756836E-5
New Minimum: 0.5896129459142685 > 0.5894946753978729
WOLFE (weak): th(258.53216280382605)=0.5894946753978729; dx=-3.283342905172209E-7 evalInputDelta=1.4792382717132568E-4
New Minimum: 0.5894946753978729 > 0.5887539684772491
WOLFE (weak): th(1551.1929768229563)=0.5887539684772491; dx=-3.4057204928809285E-7 evalInputDelta=8.88630747795105E-4
New Minimum: 0.5887539684772491 > 0.5834280252456665
WOLFE (weak): th(10858.350837760694)=0.5834280252456665; dx=-3.3047597401872137E-7 evalInputDelta=0.006214573979377747
New Minimum: 0.5834280252456665 > 0.5403546690940857
WOLFE (weak): th(86866.80670208555)=0.5403546690940857; dx=-3.33444095840954E-7 evalInputDelta=0.04928793013095856
New Minimum: 0.5403546690940857 > 0.1912355273962021
END: th(781801.26031877)=0.1912355273962021; dx=-2.568667704170954E-7 evalInputDelta=0.39840707182884216
Fitness changed from 0.5896425992250443 to 0.1912355273962021
Iteration 1 complete. Error: 0.1912355273962021 Total: 474.4853; Orientation: 0.0941; Line Search: 365.3481
Adding measurement 632d750a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.1912355273962021;dx=-2.3450759353846615E-7
New Minimum: 0.1912355273962021 > -0.35275012254714966
END: th(1684339.7559414052)=-0.35275012254714966; dx=-1.522905776364852E-7 evalInputDelta=0.5439856499433517
Fitness changed from 0.1912355273962021 to -0.35275012254714966
Iteration 2 complete. Error: -0.35275012254714966 Total: 110.2842; Orientation: 0.0918; Line Search: 74.2715
Adding measurement 55730070 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.35275012254714966;dx=-1.480481940023472E-7
New Minimum: -0.35275012254714966 > -1.0540979579091072
END: th(3628800.0)=-1.0540979579091072; dx=-8.701735284689324E-8 evalInputDelta=0.7013478353619576
Fitness changed from -0.35275012254714966 to -1.0540979579091072
Iteration 3 complete. Error: -1.0540979579091072 Total: 107.7088; Orientation: 0.0924; Line Search: 71.5870
Adding measurement 5594ea29 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.074e+03, gradient 3.174e-04, dot -0.750; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0540979579091072, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 5594ea29 to history. Total: 3
th(0)=-1.0540979579091072;dx=-9.01729432690979E-8
New Minimum: -1.0540979579091072 > -1.8859085738658905
END: th(7818012.6031877)=-1.8859085738658905; dx=-4.1364344382962134E-8 evalInputDelta=0.8318106159567833
Fitness changed from -1.0540979579091072 to -1.8859085738658905
Iteration 4 complete. Error: -1.8859085738658905 Total: 112.3153; Orientation: 1.4272; Line Search: 73.3735
Adding measurement 45c1865c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.329e+03, gradient 2.415e-04, dot -0.602; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8859085738658905, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 45c1865c to history. Total: 3
th(0)=-1.8859085738658905;dx=-4.411838064579901E-8
New Minimum: -1.8859085738658905 > -2.5779515355825424
END: th(1.684339755941405E7)=-2.5779515355825424; dx=-6.769376720076359E-9 evalInputDelta=0.6920429617166519
Fitness changed from -1.8859085738658905 to -2.5779515355825424
Iteration 5 complete. Error: -2.5779515355825424 Total: 111.8670; Orientation: 1.4048; Line Search: 73.7766
Adding measurement 3b6914fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.500e+03, gradient 2.483e-04, dot -0.305; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5779515355825424, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 3b6914fc to history. Total: 3
th(0)=-2.5779515355825424;dx=-5.443949832883384E-8
Armijo: th(3.6288E7)=-1.6905119959264994; dx=2.18436246193688E-8 evalInputDelta=-0.887439539656043
Armijo: th(1.8144E7)=-2.3115166164934635; dx=2.4292423823783927E-8 evalInputDelta=-0.2664349190890789
New Minimum: -2.5779515355825424 > -2.708894394338131
WOLF (strong): th(6048000.0)=-2.708894394338131; dx=1.3838839487837582E-8 evalInputDelta=0.13094285875558853
END: th(1512000.0)=-2.6720654293894768; dx=-3.1257737530214355E-8 evalInputDelta=0.09411389380693436
Fitness changed from -2.5779515355825424 to -2.708894394338131
Iteration 6 complete. Error: -2.708894394338131 Total: 218.7992; Orientation: 1.4349; Line Search: 181.4368
Adding measurement 7ccb2f5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.653e+03, gradient 2.750e-04, dot -0.290; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.708894394338131, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 7ccb2f5f to history. Total: 3
th(0)=-2.708894394338131;dx=-6.20761183783395E-8
New Minimum: -2.708894394338131 > -2.838242892175913
WOLF (strong): th(3257505.2513282085)=-2.838242892175913; dx=4.8146805266447816E-9 evalInputDelta=0.1293484978377819
END: th(1628752.6256641042)=-2.8148183375597; dx=-2.5410351903554956E-8 evalInputDelta=0.10592394322156906
Fitness changed from -2.708894394338131 to -2.838242892175913
Iteration 7 complete. Error: -2.838242892175913 Total: 148.2483; Orientation: 1.4215; Line Search: 110.2695
Adding measurement 3ad4f64c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.942e+03, gradient 1.481e-04, dot -0.413; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.838242892175913, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 3ad4f64c to history. Total: 3
th(0)=-2.838242892175913;dx=-1.8655075895059042E-8
New Minimum: -2.838242892175913 > -2.9027902632951736
END: th(3509041.1582112615)=-2.9027902632951736; dx=-6.508038522381211E-9 evalInputDelta=0.06454737111926079
Fitness changed from -2.838242892175913 to -2.9027902632951736
Iteration 8 complete. Error: -2.9027902632951736 Total: 110.1622; Orientation: 1.4717; Line Search: 72.5788
Adding measurement 400871c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.780e+03, gradient 1.100e-04, dot -0.489; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9027902632951736, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 400871c9 to history. Total: 3
th(0)=-2.9027902632951736;dx=-9.904954943076923E-9
New Minimum: -2.9027902632951736 > -2.9755089338868856
END: th(7560000.000000002)=-2.9755089338868856; dx=-4.855531986288778E-9 evalInputDelta=0.072718670591712
Fitness changed from -2.9027902632951736 to -2.9755089338868856
Iteration 9 complete. Error: -2.9755089338868856 Total: 111.5219; Orientation: 1.4370; Line Search: 74.0023
Adding measurement 6ff08f4b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.894e+03, gradient 1.176e-04, dot -0.452; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9755089338868856, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 6ff08f4b to history. Total: 3
th(0)=-2.9755089338868856;dx=-1.2063285303303482E-8
Armijo: th(1.6287526256641045E7)=-2.9397946037352085; dx=1.121729974715498E-8 evalInputDelta=-0.03571433015167713
New Minimum: -2.9755089338868856 > -3.023691888898611
WOLF (strong): th(8143763.128320523)=-3.023691888898611; dx=3.411045079755365E-9 evalInputDelta=0.048182955011725426
END: th(2714587.709440174)=-3.012124467641115; dx=-5.9132674928353865E-9 evalInputDelta=0.036615533754229546
Fitness changed from -2.9755089338868856 to -3.023691888898611
Iteration 10 complete. Error: -3.023691888898611 Total: 182.8090; Orientation: 1.4523; Line Search: 144.7125
Adding measurement 7f988d73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.198e+03, gradient 1.774e-04, dot -0.294; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.023691888898611, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 7f988d73 to history. Total: 3
th(0)=-3.023691888898611;dx=-2.6550184600921283E-8
New Minimum: -3.023691888898611 > -3.0511768218129873
WOLF (strong): th(5848401.930352103)=-3.0511768218129873; dx=1.5871904041949225E-8 evalInputDelta=0.02748493291437626
New Minimum: -3.0511768218129873 > -3.084410820156336
END: th(2924200.9651760515)=-3.084410820156336; dx=-1.3157194049913061E-9 evalInputDelta=0.06071893125772476
Fitness changed from -3.023691888898611 to -3.084410820156336
Iteration 11 complete. Error: -3.084410820156336 Total: 147.3620; Orientation: 1.4361; Line Search: 109.1173
Adding measurement 14609c52 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.656e+03, gradient 8.816e-05, dot -0.494; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.084410820156336, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 14609c52 to history. Total: 3
th(0)=-3.084410820156336;dx=-5.7246185238051785E-9
New Minimum: -3.084410820156336 > -3.1335011683404446
END: th(6300000.000000002)=-3.1335011683404446; dx=-3.5697208579139713E-9 evalInputDelta=0.049090348184108734
Fitness changed from -3.084410820156336 to -3.1335011683404446
Iteration 12 complete. Error: -3.1335011683404446 Total: 110.8432; Orientation: 1.4625; Line Search: 72.9760
Adding measurement 83b94dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.497e+03, gradient 7.910e-05, dot -0.496; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1335011683404446, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 83b94dd to history. Total: 3
th(0)=-3.1335011683404446;dx=-5.022020591405049E-9
New Minimum: -3.1335011683404446 > -3.166944283992052
END: th(1.3572938547200872E7)=-3.166944283992052; dx=-8.121060874260388E-10 evalInputDelta=0.03344311565160751
Fitness changed from -3.1335011683404446 to -3.166944283992052
Iteration 13 complete. Error: -3.166944283992052 Total: 113.1926; Orientation: 1.4447; Line Search: 75.1080
Adding measurement 4b6458f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.782e+03, gradient 1.299e-04, dot -0.344; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.166944283992052, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 4b6458f4 to history. Total: 3
th(0)=-3.166944283992052;dx=-1.392169293661282E-8
Armijo: th(2.924200965176052E7)=-2.4086430184543133; dx=2.7995386695634474E-8 evalInputDelta=-0.7583012655377388
Armijo: th(1.462100482588026E7)=-2.983654785901308; dx=2.3698076714011276E-8 evalInputDelta=-0.18328949809074402
New Minimum: -3.166944283992052 > -3.205624731257558
WOLF (strong): th(4873668.27529342)=-3.205624731257558; dx=2.9499485216024877E-9 evalInputDelta=0.03868044726550579
END: th(1218417.068823355)=-3.1886406131088734; dx=-9.682507691442496E-9 evalInputDelta=0.02169632911682129
Fitness changed from -3.166944283992052 to -3.205624731257558
Iteration 14 complete. Error: -3.205624731257558 Total: 218.6968; Orientation: 1.4485; Line Search: 181.5530
Adding measurement 62258c28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.188e+03, gradient 9.647e-05, dot -0.345; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.205624731257558, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 62258c28 to history. Total: 3
th(0)=-3.205624731257558;dx=-7.494321161639113E-9
New Minimum: -3.205624731257558 > -3.2262870129197836
END: th(2625000.0000000014)=-3.2262870129197836; dx=-3.2968344643583932E-9 evalInputDelta=0.020662281662225723
Fitness changed from -3.205624731257558 to -3.2262870129197836
Iteration 15 complete. Error: -3.2262870129197836 Total: 119.3410; Orientation: 1.4400; Line Search: 81.1348
Adding measurement 5432787b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.415e+03, gradient 6.515e-05, dot -0.504; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2262870129197836, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 5432787b to history. Total: 3
th(0)=-3.2262870129197836;dx=-3.1371620771533164E-9
New Minimum: -3.2262870129197836 > -3.2516652271151543
WOLFE (weak): th(5655391.061333698)=-3.2516652271151543; dx=-2.84669114539996E-9 evalInputDelta=0.025378214195370674
New Minimum: -3.2516652271151543 > -3.2738739028573036
END: th(1.1310782122667396E7)=-3.2738739028573036; dx=-2.4792478922771364E-9 evalInputDelta=0.04758688993752003
Fitness changed from -3.2262870129197836 to -3.2738739028573036
Iteration 16 complete. Error: -3.2738739028573036 Total: 146.4982; Orientation: 1.4372; Line Search: 109.1226
Adding measurement 484886be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.478e+03, gradient 6.128e-05, dot -0.520; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2738739028573036, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 484886be to history. Total: 3
th(0)=-3.2738739028573036;dx=-3.044363526334859E-9
New Minimum: -3.2738739028573036 > -3.290969694033265
END: th(2.4368341376467105E7)=-3.290969694033265; dx=-9.417965798497659E-10 evalInputDelta=0.017095791175961494
Fitness changed from -3.2738739028573036 to -3.290969694033265
Iteration 17 complete. Error: -3.290969694033265 Total: 111.1490; Orientation: 1.5419; Line Search: 74.0034
Adding measurement 5268c459 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.664e+02, gradient 1.196e-04, dot -0.258; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.290969694033265, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 5268c459 to history. Total: 3
th(0)=-3.290969694033265;dx=-1.1181480626041178E-8
Armijo: th(5.250000000000004E7)=-1.8386838547885418; dx=1.8281275473195973E-8 evalInputDelta=-1.4522858392447233
Armijo: th(2.625000000000002E7)=-2.754998128861189; dx=2.1092748044141337E-8 evalInputDelta=-0.5359715651720762
Armijo: th(8750000.000000006)=-3.2770863603800535; dx=1.0489393002577108E-8 evalInputDelta=-0.013883333653211594
New Minimum: -3.290969694033265 > -3.3177568707615137
END: th(2187500.0000000014)=-3.3177568707615137; dx=-3.962741604853043E-9 evalInputDelta=0.026787176728248596
Fitness changed from -3.290969694033265 to -3.3177568707615137
Iteration 18 complete. Error: -3.3177568707615137 Total: 219.9461; Orientation: 1.4544; Line Search: 181.8336
Adding measurement 47e21bd9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.104e+03, gradient 7.347e-05, dot -0.339; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3177568707615137, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 47e21bd9 to history. Total: 3
th(0)=-3.3177568707615137;dx=-2.904018951286376E-9
New Minimum: -3.3177568707615137 > -3.3411997985094786
END: th(4712825.884444749)=-3.3411997985094786; dx=-2.2645074571131917E-9 evalInputDelta=0.02344292774796486
Fitness changed from -3.3177568707615137 to -3.3411997985094786
Iteration 19 complete. Error: -3.3411997985094786 Total: 111.5041; Orientation: 1.4187; Line Search: 74.3889
Adding measurement 4b9da1c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.383e+03, gradient 5.904e-05, dot -0.455; [5839d002-ef6d-4e2b-be22-103896bb8758 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3411997985094786, -0.35275012254714966, 0.1912355273962021, 0.5896425992250443
LBFGS Accumulation History: 3 points
Removed measurement 4b9da1c6 to history. Total: 3
th(0)=-3.3411997985094786;dx=-2.400131350764844E-9
New Minimum: -3.3411997985094786 > -3.3728030994534492
END: th(1.0153475573527962E7)=-3.3728030994534492; dx=-1.0877856765267644E-9 evalInputDelta=0.03160330094397068
Fitness changed from -3.3411997985094786 to -3.3728030994534492
Iteration 20 complete. Error: -3.3728030994534492 Total: 110.2813; Orientation: 1.4459; Line Search: 72.5663
Final threshold in iteration 21: -3.3728030994534492 (> -Infinity) after 3097.024s (< 5400.000s)
