Reset training subject: 16018785465800
Reset training subject: 16053213253400
Adding measurement 7d6ebd11 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.6857860088348389;dx=-2.0457972673477224E-7
New Minimum: 1.6857860088348389 > 1.6857858151197433
WOLFE (weak): th(2.154434690031884)=1.6857858151197433; dx=-2.006812847864304E-7 evalInputDelta=1.9371509552001953E-7
New Minimum: 1.6857858151197433 > 1.6857852339744568
WOLFE (weak): th(4.308869380063768)=1.6857852339744568; dx=-2.006736866122515E-7 evalInputDelta=7.748603820800781E-7
New Minimum: 1.6857852339744568 > 1.6857830435037613
WOLFE (weak): th(12.926608140191302)=1.6857830435037613; dx=-2.0070637077117237E-7 evalInputDelta=2.9653310775756836E-6
New Minimum: 1.6857830435037613 > 1.685774490237236
WOLFE (weak): th(51.70643256076521)=1.685774490237236; dx=-2.0069990380183628E-7 evalInputDelta=1.1518597602844238E-5
New Minimum: 1.685774490237236 > 1.6857287287712097
WOLFE (weak): th(258.53216280382605)=1.6857287287712097; dx=-2.0048878534314814E-7 evalInputDelta=5.728006362915039E-5
New Minimum: 1.6857287287712097 > 1.685441941022873
WOLFE (weak): th(1551.1929768229563)=1.685441941022873; dx=-2.006821581940267E-7 evalInputDelta=3.440678119659424E-4
New Minimum: 1.685441941022873 > 1.6833788752555847
WOLFE (weak): th(10858.350837760694)=1.6833788752555847; dx=-2.0053898584570527E-7 evalInputDelta=0.0024071335792541504
New Minimum: 1.6833788752555847 > 1.666574016213417
WOLFE (weak): th(86866.80670208555)=1.666574016213417; dx=-1.9964062374595062E-7 evalInputDelta=0.019211992621421814
New Minimum: 1.666574016213417 > 1.5172370374202728
WOLFE (weak): th(781801.26031877)=1.5172370374202728; dx=-1.8869228585398185E-7 evalInputDelta=0.16854897141456604
New Minimum: 1.5172370374202728 > 0.5458896905183792
END: th(7818012.6031877)=0.5458896905183792; dx=-7.209466668937726E-8 evalInputDelta=1.1398963183164597
Fitness changed from 1.6857860088348389 to 0.5458896905183792
Iteration 1 complete. Error: 0.5458896905183792 Total: 478.5767; Orientation: 0.0478; Line Search: 373.8833
Adding measurement 6bae617b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.5458896905183792;dx=-7.38116277043325E-8
New Minimum: 0.5458896905183792 > -0.3965131640434265
END: th(1.684339755941405E7)=-0.3965131640434265; dx=-3.131979793135523E-8 evalInputDelta=0.9424028545618057
Fitness changed from 0.5458896905183792 to -0.3965131640434265
Iteration 2 complete. Error: -0.3965131640434265 Total: 101.7984; Orientation: 0.0458; Line Search: 66.2250
Adding measurement 1c2547ac to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.3965131640434265;dx=-6.207609829520601E-8
New Minimum: -0.3965131640434265 > -0.9309452995657921
END: th(3.6288E7)=-0.9309452995657921; dx=-2.063285692511635E-9 evalInputDelta=0.5344321355223656
Fitness changed from -0.3965131640434265 to -0.9309452995657921
Iteration 3 complete. Error: -0.9309452995657921 Total: 106.8618; Orientation: 0.0481; Line Search: 71.7627
Adding measurement 6d4c9830 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.619e+04, gradient 4.443e-04, dot -0.401; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9309452995657921, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 6d4c9830 to history. Total: 3
th(0)=-0.9309452995657921;dx=-1.973932385330264E-7
Armijo: th(7.8180126031877E7)=1.395377665758133; dx=3.667685801229179E-8 evalInputDelta=-2.326322965323925
Armijo: th(3.90900630159385E7)=0.16814680397510529; dx=3.4182984912863174E-8 evalInputDelta=-1.0990921035408974
New Minimum: -0.9309452995657921 > -1.4838081896305084
WOLF (strong): th(1.3030021005312832E7)=-1.4838081896305084; dx=5.614832912921048E-8 evalInputDelta=0.5528628900647163
END: th(3257505.251328208)=-1.452918492257595; dx=-9.75378760045405E-8 evalInputDelta=0.521973192691803
Fitness changed from -0.9309452995657921 to -1.4838081896305084
Iteration 4 complete. Error: -1.4838081896305084 Total: 206.0083; Orientation: 0.7555; Line Search: 170.1720
Adding measurement 4933457 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.093e+04, gradient 3.459e-04, dot -0.382; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4838081896305084, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 4933457 to history. Total: 3
th(0)=-1.4838081896305084;dx=-1.1966082605544723E-7
New Minimum: -1.4838081896305084 > -1.9629619270563126
END: th(7018082.316422522)=-1.9629619270563126; dx=-1.2862030604509186E-8 evalInputDelta=0.47915373742580414
Fitness changed from -1.4838081896305084 to -1.9629619270563126
Iteration 5 complete. Error: -1.9629619270563126 Total: 103.3414; Orientation: 0.7331; Line Search: 67.2379
Adding measurement 51bcd3de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.442e+04, gradient 1.252e-04, dot -0.726; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9629619270563126, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 51bcd3de to history. Total: 3
th(0)=-1.9629619270563126;dx=-1.5661111733626392E-8
New Minimum: -1.9629619270563126 > -2.194501742720604
END: th(1.5120000000000002E7)=-2.194501742720604; dx=-1.210386804067974E-8 evalInputDelta=0.23153981566429138
Fitness changed from -1.9629619270563126 to -2.194501742720604
Iteration 6 complete. Error: -2.194501742720604 Total: 107.4229; Orientation: 0.7790; Line Search: 70.1452
Adding measurement 46f4dd36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.374e+04, gradient 1.088e-04, dot -0.758; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.194501742720604, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 46f4dd36 to history. Total: 3
th(0)=-2.194501742720604;dx=-1.1835245819112313E-8
New Minimum: -2.194501742720604 > -2.5350488871335983
END: th(3.2575052513282087E7)=-2.5350488871335983; dx=-7.266600760758506E-9 evalInputDelta=0.3405471444129944
Fitness changed from -2.194501742720604 to -2.5350488871335983
Iteration 7 complete. Error: -2.5350488871335983 Total: 105.2976; Orientation: 0.7491; Line Search: 69.6923
Adding measurement bcfc783 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.211e+04, gradient 1.097e-04, dot -0.639; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5350488871335983, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement bcfc783 to history. Total: 3
th(0)=-2.5350488871335983;dx=-1.2037976472870713E-8
Armijo: th(7.018082316422524E7)=-2.2061371877789497; dx=1.2073500016271639E-8 evalInputDelta=-0.3289116993546486
New Minimum: -2.5350488871335983 > -2.587882772088051
WOLF (strong): th(3.509041158211262E7)=-2.587882772088051; dx=6.227508547779625E-9 evalInputDelta=0.052833884954452515
New Minimum: -2.587882772088051 > -2.635140083730221
END: th(1.1696803860704206E7)=-2.635140083730221; dx=-3.870813860414167E-9 evalInputDelta=0.10009119659662247
Fitness changed from -2.5350488871335983 to -2.635140083730221
Iteration 8 complete. Error: -2.635140083730221 Total: 172.0648; Orientation: 0.7426; Line Search: 136.4451
Adding measurement 2ca75ae6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.140e+04, gradient 9.322e-05, dot -0.687; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.635140083730221, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 2ca75ae6 to history. Total: 3
th(0)=-2.635140083730221;dx=-8.688144733229918E-9
New Minimum: -2.635140083730221 > -2.7641886472702026
END: th(2.5200000000000007E7)=-2.7641886472702026; dx=-8.870580821597603E-10 evalInputDelta=0.12904856353998184
Fitness changed from -2.635140083730221 to -2.7641886472702026
Iteration 9 complete. Error: -2.7641886472702026 Total: 107.5228; Orientation: 0.7312; Line Search: 69.5265
Adding measurement 2745b83c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.132e+04, gradient 1.318e-04, dot -0.500; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7641886472702026, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 2745b83c to history. Total: 3
th(0)=-2.7641886472702026;dx=-1.7358376754547157E-8
Armijo: th(5.429175418880349E7)=-1.9337546080350876; dx=2.9503026278924725E-8 evalInputDelta=-0.830434039235115
Armijo: th(2.7145877094401743E7)=-2.678199704736471; dx=1.77242043153531E-8 evalInputDelta=-0.08598894253373146
New Minimum: -2.7641886472702026 > -2.857039649039507
END: th(9048625.698133914)=-2.857039649039507; dx=-1.9739060481902544E-9 evalInputDelta=0.09285100176930428
Fitness changed from -2.7641886472702026 to -2.857039649039507
Iteration 10 complete. Error: -2.857039649039507 Total: 175.5748; Orientation: 0.7336; Line Search: 139.9522
Adding measurement 1e7a4986 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.014e+04, gradient 7.399e-05, dot -0.724; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.857039649039507, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 1e7a4986 to history. Total: 3
th(0)=-2.857039649039507;dx=-5.47411166987219E-9
New Minimum: -2.857039649039507 > -2.9492155238986015
END: th(1.9494673101173677E7)=-2.9492155238986015; dx=-3.188943145581224E-9 evalInputDelta=0.09217587485909462
Fitness changed from -2.857039649039507 to -2.9492155238986015
Iteration 11 complete. Error: -2.9492155238986015 Total: 103.9063; Orientation: 0.7356; Line Search: 68.1150
Adding measurement 341dff14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.989e+03, gradient 7.494e-05, dot -0.686; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9492155238986015, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 341dff14 to history. Total: 3
th(0)=-2.9492155238986015;dx=-5.616004781091641E-9
New Minimum: -2.9492155238986015 > -3.0053398683667183
WOLF (strong): th(4.2000000000000015E7)=-3.0053398683667183; dx=2.453432240569663E-9 evalInputDelta=0.05612434446811676
New Minimum: -3.0053398683667183 > -3.024050809442997
END: th(2.1000000000000007E7)=-3.024050809442997; dx=-1.057197091828387E-9 evalInputDelta=0.07483528554439545
Fitness changed from -2.9492155238986015 to -3.024050809442997
Iteration 12 complete. Error: -3.024050809442997 Total: 139.1508; Orientation: 0.7278; Line Search: 103.0038
Adding measurement c35a662 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.623e+03, gradient 8.853e-05, dot -0.533; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.024050809442997, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement c35a662 to history. Total: 3
th(0)=-3.024050809442997;dx=-7.835119747042015E-9
Armijo: th(4.524312849066958E7)=-2.8390560522675514; dx=1.3639196370091067E-8 evalInputDelta=-0.18499475717544556
New Minimum: -3.024050809442997 > -3.065252758562565
WOLF (strong): th(2.262156424533479E7)=-3.065252758562565; dx=4.20144850995952E-9 evalInputDelta=0.04120194911956787
New Minimum: -3.065252758562565 > -3.0709978006780148
END: th(7540521.415111597)=-3.0709978006780148; dx=-3.615489980863723E-9 evalInputDelta=0.046946991235017776
Fitness changed from -3.024050809442997 to -3.0709978006780148
Iteration 13 complete. Error: -3.0709978006780148 Total: 172.7620; Orientation: 0.7276; Line Search: 137.7051
Adding measurement 2d9cb5a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.914e+03, gradient 5.723e-05, dot -0.767; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0709978006780148, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 2d9cb5a0 to history. Total: 3
th(0)=-3.0709978006780148;dx=-3.2748024315077043E-9
New Minimum: -3.0709978006780148 > -3.1265574023127556
WOLFE (weak): th(1.6245560917644735E7)=-3.1265574023127556; dx=-2.975304623957371E-9 evalInputDelta=0.05555960163474083
New Minimum: -3.1265574023127556 > -3.177177656441927
END: th(3.249112183528947E7)=-3.177177656441927; dx=-2.7031758430028934E-9 evalInputDelta=0.1061798557639122
Fitness changed from -3.0709978006780148 to -3.177177656441927
Iteration 14 complete. Error: -3.177177656441927 Total: 135.5926; Orientation: 0.7607; Line Search: 100.5614
Adding measurement 1824075f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.053e+03, gradient 5.316e-05, dot -0.728; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.177177656441927, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 1824075f to history. Total: 3
th(0)=-3.177177656441927;dx=-2.8236382441787837E-9
New Minimum: -3.177177656441927 > -3.3051051199436188
END: th(7.000000000000004E7)=-3.3051051199436188; dx=-7.323822619405718E-10 evalInputDelta=0.12792746350169182
Fitness changed from -3.177177656441927 to -3.3051051199436188
Iteration 15 complete. Error: -3.3051051199436188 Total: 101.2271; Orientation: 0.7237; Line Search: 67.4123
Adding measurement 3e8330d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.495e+03, gradient 1.024e-04, dot -0.381; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3051051199436188, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 3e8330d5 to history. Total: 3
th(0)=-3.3051051199436188;dx=-1.0476892112264086E-8
Armijo: th(1.0E8)=-0.7406918480992317; dx=4.004292896180466E-8 evalInputDelta=-2.564413271844387
Armijo: th(5.0E7)=-2.7176783978939056; dx=2.828209833628906E-8 evalInputDelta=-0.5874267220497131
New Minimum: -3.3051051199436188 > -3.3570688515901566
WOLF (strong): th(1.6666666666666666E7)=-3.3570688515901566; dx=4.6409889859143415E-9 evalInputDelta=0.05196373164653778
END: th(4166666.6666666665)=-3.3440323062241077; dx=-6.639555235282809E-9 evalInputDelta=0.03892718628048897
Fitness changed from -3.3051051199436188 to -3.3570688515901566
Iteration 16 complete. Error: -3.3570688515901566 Total: 208.7919; Orientation: 0.7501; Line Search: 172.8533
Adding measurement 732b3384 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.749e+03, gradient 8.293e-05, dot -0.426; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3570688515901566, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 732b3384 to history. Total: 3
th(0)=-3.3570688515901566;dx=-6.876020558476021E-9
New Minimum: -3.3570688515901566 > -3.3974106907844543
END: th(8976811.208466182)=-3.3974106907844543; dx=-1.4951389229656282E-9 evalInputDelta=0.04034183919429779
Fitness changed from -3.3570688515901566 to -3.3974106907844543
Iteration 17 complete. Error: -3.3974106907844543 Total: 104.2202; Orientation: 0.7196; Line Search: 68.6061
Adding measurement 2501169f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.263e+03, gradient 3.974e-05, dot -0.699; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3974106907844543, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 2501169f to history. Total: 3
th(0)=-3.3974106907844543;dx=-1.579189679856143E-9
New Minimum: -3.3974106907844543 > -3.4293026849627495
WOLFE (weak): th(1.933995347338658E7)=-3.4293026849627495; dx=-1.456827646544546E-9 evalInputDelta=0.031891994178295135
New Minimum: -3.4293026849627495 > -3.458822302520275
END: th(3.867990694677316E7)=-3.458822302520275; dx=-1.3498672796492952E-9 evalInputDelta=0.06141161173582077
Fitness changed from -3.3974106907844543 to -3.458822302520275
Iteration 18 complete. Error: -3.458822302520275 Total: 140.1919; Orientation: 0.7199; Line Search: 104.2487
Adding measurement 5adc5583 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.148e+03, gradient 3.744e-05, dot -0.699; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.458822302520275, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 5adc5583 to history. Total: 3
th(0)=-3.458822302520275;dx=-1.4016415813926073E-9
New Minimum: -3.458822302520275 > -3.542423617094755
END: th(8.333333333333333E7)=-3.542423617094755; dx=-5.010980779187517E-10 evalInputDelta=0.08360131457448006
Fitness changed from -3.458822302520275 to -3.542423617094755
Iteration 19 complete. Error: -3.542423617094755 Total: 106.1582; Orientation: 0.7290; Line Search: 69.9240
Adding measurement 4bd06002 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.765e+03, gradient 7.455e-05, dot -0.359; [67e844fa-a50f-4907-ad7b-dde946bebb0d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.542423617094755, -0.3965131640434265, 0.5458896905183792, 1.6857860088348389
LBFGS Accumulation History: 3 points
Removed measurement 4bd06002 to history. Total: 3
th(0)=-3.542423617094755;dx=-5.5485607870538884E-9
Armijo: th(1.0E8)=-2.4444938749074936; dx=1.696611623169564E-8 evalInputDelta=-1.0979297421872616
Armijo: th(5.0E7)=-3.282413650304079; dx=1.2218163598128535E-8 evalInputDelta=-0.2600099667906761
New Minimum: -3.542423617094755 > -3.569336771965027
WOLF (strong): th(1.6666666666666666E7)=-3.569336771965027; dx=2.2676280177955788E-9 evalInputDelta=0.026913154870271683
END: th(4166666.6666666665)=-3.562732268124819; dx=-3.4191221846917377E-9 evalInputDelta=0.02030865103006363
Fitness changed from -3.542423617094755 to -3.569336771965027
Iteration 20 complete. Error: -3.569336771965027 Total: 209.5098; Orientation: 0.7286; Line Search: 175.1313
Final threshold in iteration 21: -3.569336771965027 (> -Infinity) after 3085.981s (< 5400.000s)
