Reset training subject: 15472001202586
Reset training subject: 15496206444485
Adding measurement 42538541 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.5616497993469238;dx=-9.710206158961207E-8
New Minimum: -0.5616497993469238 > -0.5616499334573746
WOLFE (weak): th(2.154434690031884)=-0.5616499334573746; dx=-9.207000154347293E-8 evalInputDelta=1.341104507446289E-7
New Minimum: -0.5616499334573746 > -0.5616505667567253
WOLFE (weak): th(4.308869380063768)=-0.5616505667567253; dx=-9.750451961851988E-8 evalInputDelta=7.674098014831543E-7
New Minimum: -0.5616505667567253 > -0.5616533905267715
WOLFE (weak): th(12.926608140191302)=-0.5616533905267715; dx=-9.068764056827212E-8 evalInputDelta=3.591179847717285E-6
New Minimum: -0.5616533905267715 > -0.561664916574955
WOLFE (weak): th(51.70643256076521)=-0.561664916574955; dx=-9.334923538258848E-8 evalInputDelta=1.5117228031158447E-5
New Minimum: -0.561664916574955 > -0.5617258176207542
WOLFE (weak): th(258.53216280382605)=-0.5617258176207542; dx=-9.702993177427777E-8 evalInputDelta=7.601827383041382E-5
New Minimum: -0.5617258176207542 > -0.5621065869927406
END: th(1551.1929768229563)=-0.5621065869927406; dx=-8.654382123402787E-8 evalInputDelta=4.56787645816803E-4
Fitness changed from -0.5616497993469238 to -0.5621065869927406
Iteration 1 complete. Error: -0.5621065869927406 Total: 242.1909; Orientation: 0.0326; Line Search: 169.2858
Adding measurement 3aed7752 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.5621065869927406;dx=-9.207574317726406E-8
New Minimum: -0.5621065869927406 > -0.5630861967802048
WOLFE (weak): th(3341.943960201201)=-0.5630861967802048; dx=-9.371991803411621E-8 evalInputDelta=9.796097874641418E-4
New Minimum: -0.5630861967802048 > -0.5640657246112823
WOLFE (weak): th(6683.887920402402)=-0.5640657246112823; dx=-9.205184746968401E-8 evalInputDelta=0.0019591376185417175
New Minimum: -0.5640657246112823 > -0.5679820775985718
WOLFE (weak): th(20051.663761207208)=-0.5679820775985718; dx=-9.116267526376101E-8 evalInputDelta=0.005875490605831146
New Minimum: -0.5679820775985718 > -0.5855727344751358
WOLFE (weak): th(80206.65504482883)=-0.5855727344751358; dx=-8.97457070269498E-8 evalInputDelta=0.023466147482395172
New Minimum: -0.5855727344751358 > -0.6782793551683426
WOLFE (weak): th(401033.27522414416)=-0.6782793551683426; dx=-9.012919448199834E-8 evalInputDelta=0.11617276817560196
New Minimum: -0.6782793551683426 > -1.1963476836681366
END: th(2406199.651344865)=-1.1963476836681366; dx=-6.926748367430462E-8 evalInputDelta=0.634241096675396
Fitness changed from -0.5621065869927406 to -1.1963476836681366
Iteration 2 complete. Error: -1.1963476836681366 Total: 193.8664; Orientation: 0.0312; Line Search: 169.2759
Adding measurement 2299cf2 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.1963476836681366;dx=-6.153573436925244E-8
New Minimum: -1.1963476836681366 > -1.9141960591077805
END: th(5184000.000000001)=-1.9141960591077805; dx=-2.85588633039716E-8 evalInputDelta=0.7178483754396439
Fitness changed from -1.1963476836681366 to -1.9141960591077805
Iteration 3 complete. Error: -1.9141960591077805 Total: 72.8152; Orientation: 0.0308; Line Search: 48.1894
Adding measurement 384b5438 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.227e+03, gradient 1.812e-04, dot -0.531; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9141960591077805, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 384b5438 to history. Total: 3
th(0)=-1.9141960591077805;dx=-2.912091970339718E-8
New Minimum: -1.9141960591077805 > -2.4940497763454914
END: th(1.1168589433125287E7)=-2.4940497763454914; dx=-1.1538661267311957E-8 evalInputDelta=0.579853717237711
Fitness changed from -1.9141960591077805 to -2.4940497763454914
Iteration 4 complete. Error: -2.4940497763454914 Total: 73.8083; Orientation: 0.8705; Line Search: 48.1373
Adding measurement 2859b9a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.822e+03, gradient 1.126e-04, dot -0.563; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4940497763454914, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 2859b9a4 to history. Total: 3
th(0)=-2.4940497763454914;dx=-9.979702764557887E-9
New Minimum: -2.4940497763454914 > -2.8132260516285896
END: th(2.4061996513448652E7)=-2.8132260516285896; dx=-2.1204342167780166E-9 evalInputDelta=0.3191762752830982
Fitness changed from -2.4940497763454914 to -2.8132260516285896
Iteration 5 complete. Error: -2.8132260516285896 Total: 73.8410; Orientation: 0.9830; Line Search: 48.3148
Adding measurement 3b07df8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.602e+02, gradient 1.537e-04, dot -0.422; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8132260516285896, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 3b07df8 to history. Total: 3
th(0)=-2.8132260516285896;dx=-1.8718791674404278E-8
Armijo: th(5.1840000000000015E7)=-1.5685107707977295; dx=6.802549596928182E-9 evalInputDelta=-1.2447152808308601
Armijo: th(2.5920000000000007E7)=-2.398643359541893; dx=1.3524434068561443E-8 evalInputDelta=-0.4145826920866966
New Minimum: -2.8132260516285896 > -2.937523201107979
WOLF (strong): th(8640000.000000002)=-2.937523201107979; dx=2.4871616970177422E-9 evalInputDelta=0.12429714947938919
END: th(2160000.0000000005)=-2.890240289270878; dx=-1.1570485610274028E-8 evalInputDelta=0.07701423764228821
Fitness changed from -2.8132260516285896 to -2.937523201107979
Iteration 6 complete. Error: -2.937523201107979 Total: 146.1898; Orientation: 0.8040; Line Search: 120.7684
Adding measurement 5f9e6693 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.520e+03, gradient 1.053e-04, dot -0.333; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.937523201107979, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 5f9e6693 to history. Total: 3
th(0)=-2.937523201107979;dx=-8.578352956064721E-9
New Minimum: -2.937523201107979 > -3.0220099687576294
END: th(4653578.93046887)=-3.0220099687576294; dx=-4.262251289365598E-9 evalInputDelta=0.08448676764965057
Fitness changed from -2.937523201107979 to -3.0220099687576294
Iteration 7 complete. Error: -3.0220099687576294 Total: 73.7618; Orientation: 0.8048; Line Search: 48.2230
Adding measurement 50e30bbd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.416e+03, gradient 6.829e-05, dot -0.505; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0220099687576294, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 50e30bbd to history. Total: 3
th(0)=-3.0220099687576294;dx=-3.7784895704355315E-9
New Minimum: -3.0220099687576294 > -3.0952276699244976
END: th(1.0025831880603606E7)=-3.0952276699244976; dx=-2.8174736608142865E-9 evalInputDelta=0.07321770116686821
Fitness changed from -3.0220099687576294 to -3.0952276699244976
Iteration 8 complete. Error: -3.0952276699244976 Total: 73.4090; Orientation: 0.8280; Line Search: 48.1154
Adding measurement 6827cc34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.533e+03, gradient 6.533e-05, dot -0.587; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0952276699244976, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 6827cc34 to history. Total: 3
th(0)=-3.0952276699244976;dx=-3.519343169660417E-9
New Minimum: -3.0952276699244976 > -3.1953857205808163
END: th(2.1600000000000007E7)=-3.1953857205808163; dx=-2.109697275523174E-9 evalInputDelta=0.10015805065631866
Fitness changed from -3.0952276699244976 to -3.1953857205808163
Iteration 9 complete. Error: -3.1953857205808163 Total: 73.5585; Orientation: 0.8326; Line Search: 48.1759
Adding measurement 25249d7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.127e+03, gradient 6.869e-05, dot -0.496; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1953857205808163, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 25249d7 to history. Total: 3
th(0)=-3.1953857205808163;dx=-3.856194374284645E-9
Armijo: th(4.653578930468871E7)=-2.952349290251732; dx=4.416724128535362E-9 evalInputDelta=-0.2430364303290844
New Minimum: -3.1953857205808163 > -3.2084777541458607
WOLF (strong): th(2.3267894652344353E7)=-3.2084777541458607; dx=1.33239807689448E-9 evalInputDelta=0.013092033565044403
New Minimum: -3.2084777541458607 > -3.239192523062229
END: th(7755964.884114784)=-3.239192523062229; dx=-1.8020396830939871E-9 evalInputDelta=0.04380680248141289
Fitness changed from -3.1953857205808163 to -3.239192523062229
Iteration 10 complete. Error: -3.239192523062229 Total: 122.3989; Orientation: 0.7800; Line Search: 97.0853
Adding measurement 193e765a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.429e+03, gradient 5.687e-05, dot -0.469; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.239192523062229, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 193e765a to history. Total: 3
th(0)=-3.239192523062229;dx=-2.0251632782990232E-9
New Minimum: -3.239192523062229 > -3.295915834605694
END: th(1.6709719801006012E7)=-3.295915834605694; dx=-1.3724414499532795E-9 evalInputDelta=0.05672331154346466
Fitness changed from -3.239192523062229 to -3.295915834605694
Iteration 11 complete. Error: -3.295915834605694 Total: 73.5343; Orientation: 0.7819; Line Search: 48.2643
Adding measurement 2427e222 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.036e+03, gradient 5.531e-05, dot -0.529; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.295915834605694, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 2427e222 to history. Total: 3
th(0)=-3.295915834605694;dx=-2.405890287703359E-9
Armijo: th(3.6000000000000015E7)=-3.2921975813806057; dx=2.8754018465329616E-10 evalInputDelta=-0.0037182532250881195
New Minimum: -3.295915834605694 > -3.331270206719637
END: th(1.8000000000000007E7)=-3.331270206719637; dx=-6.905833009029062E-10 evalInputDelta=0.0353543721139431
Fitness changed from -3.295915834605694 to -3.331270206719637
Iteration 12 complete. Error: -3.331270206719637 Total: 97.7802; Orientation: 0.9090; Line Search: 72.3382
Adding measurement af14790 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.755e+03, gradient 7.234e-05, dot -0.421; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.331270206719637, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement af14790 to history. Total: 3
th(0)=-3.331270206719637;dx=-4.133630681172845E-9
Armijo: th(3.877982442057393E7)=-3.075462307780981; dx=4.557808083953231E-9 evalInputDelta=-0.25580789893865585
Armijo: th(1.9389912210286964E7)=-3.316619236022234; dx=2.2126765239346017E-9 evalInputDelta=-0.014650970697402954
New Minimum: -3.331270206719637 > -3.362178634852171
END: th(6463304.070095655)=-3.362178634852171; dx=-1.6929157355136408E-9 evalInputDelta=0.030908428132534027
Fitness changed from -3.331270206719637 to -3.362178634852171
Iteration 13 complete. Error: -3.362178634852171 Total: 122.4074; Orientation: 0.8207; Line Search: 96.9706
Adding measurement 4b7e7626 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.950e+03, gradient 4.788e-05, dot -0.533; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.362178634852171, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 4b7e7626 to history. Total: 3
th(0)=-3.362178634852171;dx=-1.6506653139608709E-9
New Minimum: -3.362178634852171 > -3.391989152878523
END: th(1.3924766500838345E7)=-3.391989152878523; dx=-1.4000830756826425E-9 evalInputDelta=0.02981051802635193
Fitness changed from -3.362178634852171 to -3.391989152878523
Iteration 14 complete. Error: -3.391989152878523 Total: 73.4846; Orientation: 0.7801; Line Search: 48.1335
Adding measurement 3e915a26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.041e+03, gradient 4.566e-05, dot -0.552; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.391989152878523, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 3e915a26 to history. Total: 3
th(0)=-3.391989152878523;dx=-1.6283495089542387E-9
New Minimum: -3.391989152878523 > -3.4280415773391724
END: th(3.000000000000002E7)=-3.4280415773391724; dx=-1.1169383213449055E-9 evalInputDelta=0.03605242446064949
Fitness changed from -3.391989152878523 to -3.4280415773391724
Iteration 15 complete. Error: -3.4280415773391724 Total: 74.2266; Orientation: 0.7844; Line Search: 48.8617
Adding measurement baf6aad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.453e+03, gradient 5.124e-05, dot -0.474; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4280415773391724, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement baf6aad to history. Total: 3
th(0)=-3.4280415773391724;dx=-2.1246278299052845E-9
Armijo: th(6.463304070095655E7)=-3.2560450471937656; dx=1.1214146995483844E-9 evalInputDelta=-0.17199653014540672
Armijo: th(3.2316520350478277E7)=-3.4244153797626495; dx=7.846513550450863E-11 evalInputDelta=-0.003626197576522827
New Minimum: -3.4280415773391724 > -3.4538532570004463
END: th(1.0772173450159425E7)=-3.4538532570004463; dx=-1.0165995212534482E-9 evalInputDelta=0.025811679661273956
Fitness changed from -3.4280415773391724 to -3.4538532570004463
Iteration 16 complete. Error: -3.4538532570004463 Total: 121.8339; Orientation: 1.0154; Line Search: 96.3639
Adding measurement 26f53927 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.315e+03, gradient 4.575e-05, dot -0.525; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4538532570004463, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 26f53927 to history. Total: 3
th(0)=-3.4538532570004463;dx=-1.5473434247088564E-9
New Minimum: -3.4538532570004463 > -3.4616100415587425
END: th(2.320794416806391E7)=-3.4616100415587425; dx=-3.438077495905109E-10 evalInputDelta=0.007756784558296204
Fitness changed from -3.4538532570004463 to -3.4616100415587425
Iteration 17 complete. Error: -3.4616100415587425 Total: 74.7955; Orientation: 0.8958; Line Search: 49.1541
Adding measurement 4b772adf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.318e+03, gradient 6.516e-05, dot -0.307; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4616100415587425, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 4b772adf to history. Total: 3
th(0)=-3.4616100415587425;dx=-2.8925479654162193E-9
Armijo: th(5.000000000000003E7)=-2.955320030450821; dx=6.872885544398513E-9 evalInputDelta=-0.5062900111079216
Armijo: th(2.5000000000000015E7)=-3.3944645933806896; dx=2.8719537030299975E-9 evalInputDelta=-0.0671454481780529
New Minimum: -3.4616100415587425 > -3.4927365966141224
END: th(8333333.333333339)=-3.4927365966141224; dx=-3.466418139746938E-10 evalInputDelta=0.031126555055379868
Fitness changed from -3.4616100415587425 to -3.4927365966141224
Iteration 18 complete. Error: -3.4927365966141224 Total: 121.7681; Orientation: 0.8176; Line Search: 96.4793
Adding measurement 5f2c7d9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.558e+03, gradient 4.230e-05, dot -0.532; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4927365966141224, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement 5f2c7d9e to history. Total: 3
th(0)=-3.4927365966141224;dx=-1.309385305874544E-9
New Minimum: -3.4927365966141224 > -3.503494143486023
END: th(1.7953622416932378E7)=-3.503494143486023; dx=-7.343715013446146E-10 evalInputDelta=0.010757546871900558
Fitness changed from -3.4927365966141224 to -3.503494143486023
Iteration 19 complete. Error: -3.503494143486023 Total: 73.5045; Orientation: 0.7915; Line Search: 48.1816
Adding measurement f8c2d94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.037e+03, gradient 4.697e-05, dot -0.484; [0445b9c3-0b72-40da-ae39-103ceeb574e8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.503494143486023, -1.1963476836681366, -0.5621065869927406, -0.5616497993469238
LBFGS Accumulation History: 3 points
Removed measurement f8c2d94 to history. Total: 3
th(0)=-3.503494143486023;dx=-1.7967936250469215E-9
Armijo: th(3.867990694677319E7)=-3.437125828117132; dx=1.222938942286631E-9 evalInputDelta=-0.06636831536889076
New Minimum: -3.503494143486023 > -3.5101806558668613
END: th(1.9339953473386593E7)=-3.5101806558668613; dx=-4.1996735233191035E-11 evalInputDelta=0.006686512380838394
Fitness changed from -3.503494143486023 to -3.5101806558668613
Iteration 20 complete. Error: -3.5101806558668613 Total: 97.9591; Orientation: 0.7849; Line Search: 72.6191
Final threshold in iteration 21: -3.5101806558668613 (> -Infinity) after 2077.134s (< 5400.000s)
