Reset training subject: 388071179271000
Reset training subject: 388109748532100
Adding measurement 31edbb04 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.005776014178991318;dx=-8.197012241128583E-7
New Minimum: 0.005776014178991318 > 0.005775049328804016
WOLFE (weak): th(2.154434690031884)=0.005775049328804016; dx=-8.171597329420737E-7 evalInputDelta=9.648501873016357E-7
New Minimum: 0.005775049328804016 > 0.005773957818746567
WOLFE (weak): th(4.308869380063768)=0.005773957818746567; dx=-8.17150457089294E-7 evalInputDelta=2.0563602447509766E-6
New Minimum: 0.005773957818746567 > 0.005769722163677216
WOLFE (weak): th(12.926608140191302)=0.005769722163677216; dx=-8.171611832172705E-7 evalInputDelta=6.292015314102173E-6
New Minimum: 0.005769722163677216 > 0.0057508088648319244
WOLFE (weak): th(51.70643256076521)=0.0057508088648319244; dx=-8.171369111120384E-7 evalInputDelta=2.520531415939331E-5
New Minimum: 0.0057508088648319244 > 0.00565042719244957
WOLFE (weak): th(258.53216280382605)=0.00565042719244957; dx=-8.156546686576317E-7 evalInputDelta=1.2558698654174805E-4
New Minimum: 0.00565042719244957 > 0.0050226859748363495
WOLFE (weak): th(1551.1929768229563)=0.0050226859748363495; dx=-8.170656971029151E-7 evalInputDelta=7.533282041549683E-4
New Minimum: 0.0050226859748363495 > 5.051270127296448E-4
WOLFE (weak): th(10858.350837760694)=5.051270127296448E-4; dx=-8.144878483065489E-7 evalInputDelta=0.005270887166261673
New Minimum: 5.051270127296448E-4 > -0.03622227534651756
WOLFE (weak): th(86866.80670208555)=-0.03622227534651756; dx=-8.091898665217563E-7 evalInputDelta=0.04199828952550888
New Minimum: -0.03622227534651756 > -0.3521084487438202
END: th(781801.26031877)=-0.3521084487438202; dx=-7.172807260399503E-7 evalInputDelta=0.3578844629228115
Fitness changed from 0.005776014178991318 to -0.3521084487438202
Iteration 1 complete. Error: -0.3521084487438202 Total: 506.6146; Orientation: 0.0204; Line Search: 389.3129
Adding measurement 12a18d3a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.3521084487438202;dx=-6.890712778165182E-7
New Minimum: -0.3521084487438202 > -0.9571529664099216
END: th(1684339.7559414052)=-0.9571529664099216; dx=-5.19597757962868E-7 evalInputDelta=0.6050445176661015
Fitness changed from -0.3521084487438202 to -0.9571529664099216
Iteration 2 complete. Error: -0.9571529664099216 Total: 118.1417; Orientation: 0.0204; Line Search: 79.5773
Adding measurement 20b6b8f4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.9571529664099216;dx=-5.017272437464057E-7
New Minimum: -0.9571529664099216 > -1.7682874165475368
END: th(3628800.0)=-1.7682874165475368; dx=-2.777684496777248E-7 evalInputDelta=0.8111344501376152
Fitness changed from -0.9571529664099216 to -1.7682874165475368
Iteration 3 complete. Error: -1.7682874165475368 Total: 118.0629; Orientation: 0.0342; Line Search: 78.0575
Adding measurement 5565de54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.220e+03, gradient 5.299e-04, dot -0.784; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7682874165475368, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 5565de54 to history. Total: 3
th(0)=-1.7682874165475368;dx=-2.790495313097873E-7
New Minimum: -1.7682874165475368 > -2.5044783651828766
END: th(7818012.6031877)=-2.5044783651828766; dx=-9.412875670803546E-8 evalInputDelta=0.7361909486353397
Fitness changed from -1.7682874165475368 to -2.5044783651828766
Iteration 4 complete. Error: -2.5044783651828766 Total: 118.9301; Orientation: 0.3556; Line Search: 78.3874
Adding measurement 5b7606f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.875e+03, gradient 3.570e-04, dot -0.581; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5044783651828766, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 5b7606f0 to history. Total: 3
th(0)=-2.5044783651828766;dx=-1.273222125342329E-7
New Minimum: -2.5044783651828766 > -2.9770136419683695
END: th(1.684339755941405E7)=-2.9770136419683695; dx=-7.621414327537485E-9 evalInputDelta=0.4725352767854929
Fitness changed from -2.5044783651828766 to -2.9770136419683695
Iteration 5 complete. Error: -2.9770136419683695 Total: 118.0334; Orientation: 0.3524; Line Search: 78.2050
Adding measurement 45d084de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.246e+03, gradient 3.739e-04, dot -0.364; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9770136419683695, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 45d084de to history. Total: 3
th(0)=-2.9770136419683695;dx=-1.397655542125253E-7
Armijo: th(3.6288E7)=-2.0481968745589256; dx=7.119961770521834E-8 evalInputDelta=-0.9288167674094439
Armijo: th(1.8144E7)=-2.7952873576432467; dx=5.12960994463053E-8 evalInputDelta=-0.18172628432512283
New Minimum: -2.9770136419683695 > -3.1096512377262115
WOLF (strong): th(6048000.0)=-3.1096512377262115; dx=2.5590615693768755E-8 evalInputDelta=0.13263759575784206
END: th(1512000.0)=-3.0748820770531893; dx=-8.51429136323903E-8 evalInputDelta=0.0978684350848198
Fitness changed from -2.9770136419683695 to -3.1096512377262115
Iteration 6 complete. Error: -3.1096512377262115 Total: 234.8549; Orientation: 0.3511; Line Search: 195.4406
Adding measurement 5e747310 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.101e+03, gradient 3.628e-04, dot -0.472; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1096512377262115, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 5e747310 to history. Total: 3
th(0)=-3.1096512377262115;dx=-1.3150518742901393E-7
New Minimum: -3.1096512377262115 > -3.2381297536194324
END: th(3257505.2513282085)=-3.2381297536194324; dx=-3.1541086216002488E-9 evalInputDelta=0.1284785158932209
Fitness changed from -3.1096512377262115 to -3.2381297536194324
Iteration 7 complete. Error: -3.2381297536194324 Total: 118.2793; Orientation: 0.3439; Line Search: 78.3842
Adding measurement 673a22de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.771e+03, gradient 2.005e-04, dot -0.478; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2381297536194324, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 673a22de to history. Total: 3
th(0)=-3.2381297536194324;dx=-4.018858657068332E-8
New Minimum: -3.2381297536194324 > -3.324288597330451
END: th(7018082.316422523)=-3.324288597330451; dx=-9.990962923433909E-9 evalInputDelta=0.08615884371101856
Fitness changed from -3.2381297536194324 to -3.324288597330451
Iteration 8 complete. Error: -3.324288597330451 Total: 116.4356; Orientation: 0.3450; Line Search: 77.4225
Adding measurement 5f94a8f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.046e+03, gradient 2.163e-04, dot -0.412; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.324288597330451, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 5f94a8f9 to history. Total: 3
th(0)=-3.324288597330451;dx=-4.675663594213295E-8
Armijo: th(1.5120000000000004E7)=-3.208097042515874; dx=5.333613552831898E-8 evalInputDelta=-0.1161915548145771
New Minimum: -3.324288597330451 > -3.378647729754448
WOLF (strong): th(7560000.000000002)=-3.378647729754448; dx=1.883178133515196E-8 evalInputDelta=0.054359132423996925
END: th(2520000.0000000005)=-3.3757448457181454; dx=-2.199200975694376E-8 evalInputDelta=0.05145624838769436
Fitness changed from -3.324288597330451 to -3.378647729754448
Iteration 9 complete. Error: -3.378647729754448 Total: 197.7544; Orientation: 0.3686; Line Search: 159.3598
Adding measurement 3ee6ec94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.270e+03, gradient 2.873e-04, dot -0.385; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.378647729754448, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 3ee6ec94 to history. Total: 3
th(0)=-3.378647729754448;dx=-8.231821742339928E-8
New Minimum: -3.378647729754448 > -3.443558322265744
WOLF (strong): th(5429175.418880348)=-3.443558322265744; dx=2.3425828612868524E-8 evalInputDelta=0.06491059251129627
New Minimum: -3.443558322265744 > -3.4546045791357756
END: th(2714587.709440174)=-3.4546045791357756; dx=-1.9785198145398938E-8 evalInputDelta=0.07595684938132763
Fitness changed from -3.378647729754448 to -3.4546045791357756
Iteration 10 complete. Error: -3.4546045791357756 Total: 157.1281; Orientation: 0.3505; Line Search: 117.5173
Adding measurement 10a04c42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.750e+03, gradient 1.285e-04, dot -0.629; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4546045791357756, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 10a04c42 to history. Total: 3
th(0)=-3.4546045791357756;dx=-1.6446718668997935E-8
New Minimum: -3.4546045791357756 > -3.5021808985620737
END: th(5848401.930352103)=-3.5021808985620737; dx=-1.3521427908528679E-8 evalInputDelta=0.04757631942629814
Fitness changed from -3.4546045791357756 to -3.5021808985620737
Iteration 11 complete. Error: -3.5021808985620737 Total: 118.1406; Orientation: 0.3524; Line Search: 78.2173
Adding measurement 6d71ce83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.556e+03, gradient 1.199e-04, dot -0.624; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5021808985620737, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 6d71ce83 to history. Total: 3
th(0)=-3.5021808985620737;dx=-1.4359955967221992E-8
New Minimum: -3.5021808985620737 > -3.583718840032816
END: th(1.2600000000000004E7)=-3.583718840032816; dx=-9.122614810192656E-9 evalInputDelta=0.08153794147074223
Fitness changed from -3.5021808985620737 to -3.583718840032816
Iteration 12 complete. Error: -3.583718840032816 Total: 116.5879; Orientation: 0.3495; Line Search: 77.0217
Adding measurement 7bdffac8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.728e+03, gradient 1.331e-04, dot -0.554; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.583718840032816, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 7bdffac8 to history. Total: 3
th(0)=-3.583718840032816;dx=-1.7703747145692555E-8
Armijo: th(2.7145877094401743E7)=-3.4775492288172245; dx=1.7646348260710762E-8 evalInputDelta=-0.10616961121559143
New Minimum: -3.583718840032816 > -3.5969079043716192
WOLF (strong): th(1.3572938547200872E7)=-3.5969079043716192; dx=6.698809666317124E-9 evalInputDelta=0.013189064338803291
New Minimum: -3.5969079043716192 > -3.6106135565787554
END: th(4524312.849066957)=-3.6106135565787554; dx=-6.077344707241309E-9 evalInputDelta=0.026894716545939445
Fitness changed from -3.583718840032816 to -3.6106135565787554
Iteration 13 complete. Error: -3.6106135565787554 Total: 194.8667; Orientation: 0.3594; Line Search: 154.6933
Adding measurement 52e30f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.354e+03, gradient 1.101e-04, dot -0.588; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6106135565787554, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 52e30f7 to history. Total: 3
th(0)=-3.6106135565787554;dx=-1.2116618807216022E-8
New Minimum: -3.6106135565787554 > -3.6533709093928337
END: th(9747336.550586838)=-3.6533709093928337; dx=-3.747564244989861E-9 evalInputDelta=0.04275735281407833
Fitness changed from -3.6106135565787554 to -3.6533709093928337
Iteration 14 complete. Error: -3.6533709093928337 Total: 117.7324; Orientation: 0.3446; Line Search: 77.9582
Adding measurement 1d83fa77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.709e+03, gradient 1.413e-04, dot -0.494; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6533709093928337, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 1d83fa77 to history. Total: 3
th(0)=-3.6533709093928337;dx=-1.9916059973750572E-8
Armijo: th(2.1000000000000007E7)=-3.4960480891168118; dx=2.980625453926135E-8 evalInputDelta=-0.15732282027602196
Armijo: th(1.0500000000000004E7)=-3.6490978840738535; dx=1.3445357337744237E-8 evalInputDelta=-0.004273025318980217
New Minimum: -3.6533709093928337 > -3.675821926444769
END: th(3500000.0000000014)=-3.675821926444769; dx=-5.425038559199263E-9 evalInputDelta=0.022451017051935196
Fitness changed from -3.6533709093928337 to -3.675821926444769
Iteration 15 complete. Error: -3.675821926444769 Total: 194.4030; Orientation: 0.3502; Line Search: 154.8627
Adding measurement 3489eb0d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.357e+03, gradient 9.282e-05, dot -0.640; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.675821926444769, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 3489eb0d to history. Total: 3
th(0)=-3.675821926444769;dx=-8.61311671059251E-9
New Minimum: -3.675821926444769 > -3.706490581855178
END: th(7540521.415111597)=-3.706490581855178; dx=-6.385442199725349E-9 evalInputDelta=0.030668655410408974
Fitness changed from -3.675821926444769 to -3.706490581855178
Iteration 16 complete. Error: -3.706490581855178 Total: 117.0367; Orientation: 0.3495; Line Search: 78.5216
Adding measurement 2b07b062 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.460e+03, gradient 9.344e-05, dot -0.632; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.706490581855178, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 2b07b062 to history. Total: 3
th(0)=-3.706490581855178;dx=-8.693489542820202E-9
New Minimum: -3.706490581855178 > -3.743478234857321
END: th(1.6245560917644735E7)=-3.743478234857321; dx=-2.256339192238361E-9 evalInputDelta=0.036987653002142906
Fitness changed from -3.706490581855178 to -3.743478234857321
Iteration 17 complete. Error: -3.743478234857321 Total: 116.1418; Orientation: 0.3472; Line Search: 77.1011
Adding measurement 4312c618 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.885e+03, gradient 1.479e-04, dot -0.367; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.743478234857321, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 4312c618 to history. Total: 3
th(0)=-3.743478234857321;dx=-2.1863703739797012E-8
Armijo: th(3.500000000000002E7)=-3.028397139161825; dx=5.837152599751344E-8 evalInputDelta=-0.7150810956954956
Armijo: th(1.750000000000001E7)=-3.5875808633863926; dx=4.2367699948035346E-8 evalInputDelta=-0.1558973714709282
New Minimum: -3.743478234857321 > -3.7695016488432884
WOLF (strong): th(5833333.333333337)=-3.7695016488432884; dx=5.996902897490201E-9 evalInputDelta=0.026023413985967636
END: th(1458333.3333333342)=-3.7591651994735003; dx=-1.4349587823598375E-8 evalInputDelta=0.015686964616179466
Fitness changed from -3.743478234857321 to -3.7695016488432884
Iteration 18 complete. Error: -3.7695016488432884 Total: 235.1277; Orientation: 0.3480; Line Search: 195.7346
Adding measurement 7de8c85e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.516e+03, gradient 1.405e-04, dot -0.422; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7695016488432884, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 7de8c85e to history. Total: 3
th(0)=-3.7695016488432884;dx=-1.9726919426798964E-8
New Minimum: -3.7695016488432884 > -3.7893234230577946
END: th(3141883.9229631657)=-3.7893234230577946; dx=-4.695087676421314E-9 evalInputDelta=0.01982177421450615
Fitness changed from -3.7695016488432884 to -3.7893234230577946
Iteration 19 complete. Error: -3.7893234230577946 Total: 115.9471; Orientation: 0.3504; Line Search: 76.9056
Adding measurement 79c16cd9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.213e+03, gradient 7.645e-05, dot -0.639; [21a97cbd-7fad-4020-8c0b-5984ee08aa23 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7893234230577946, -0.9571529664099216, -0.3521084487438202, 0.005776014178991318
LBFGS Accumulation History: 3 points
Removed measurement 79c16cd9 to history. Total: 3
th(0)=-3.7893234230577946;dx=-5.844627831954428E-9
New Minimum: -3.7893234230577946 > -3.808627460151911
END: th(6768983.715685307)=-3.808627460151911; dx=-5.015386098183218E-9 evalInputDelta=0.01930403709411621
Fitness changed from -3.7893234230577946 to -3.808627460151911
Iteration 20 complete. Error: -3.808627460151911 Total: 116.4310; Orientation: 0.3843; Line Search: 77.3105
Final threshold in iteration 21: -3.808627460151911 (> -Infinity) after 3246.650s (< 5400.000s)
