Reset training subject: 446351850413000
Reset training subject: 446359306660400
Adding measurement 521d455c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.641035311855376;dx=-1.6694431506373645E-5
New Minimum: 8.641035311855376 > 8.641015917994082
WOLFE (weak): th(2.154434690031884)=8.641015917994082; dx=-1.669045858736579E-5 evalInputDelta=1.9393861293792725E-5
New Minimum: 8.641015917994082 > 8.640996806323528
WOLFE (weak): th(4.308869380063768)=8.640996806323528; dx=-1.6708015852386393E-5 evalInputDelta=3.850553184747696E-5
New Minimum: 8.640996806323528 > 8.640919199213386
WOLFE (weak): th(12.926608140191302)=8.640919199213386; dx=-1.6726340058741354E-5 evalInputDelta=1.1611264199018478E-4
New Minimum: 8.640919199213386 > 8.64056982845068
WOLFE (weak): th(51.70643256076521)=8.64056982845068; dx=-1.6704007577818088E-5 evalInputDelta=4.654834046959877E-4
New Minimum: 8.64056982845068 > 8.638698873110116
WOLFE (weak): th(258.53216280382605)=8.638698873110116; dx=-1.67181286803894E-5 evalInputDelta=0.0023364387452602386
New Minimum: 8.638698873110116 > 8.626804840750992
WOLFE (weak): th(1551.1929768229563)=8.626804840750992; dx=-1.6971315857666378E-5 evalInputDelta=0.014230471104383469
New Minimum: 8.626804840750992 > 8.533212807960808
WOLFE (weak): th(10858.350837760694)=8.533212807960808; dx=-1.758746755361511E-5 evalInputDelta=0.10782250389456749
New Minimum: 8.533212807960808 > 7.776287814602256
END: th(86866.80670208555)=7.776287814602256; dx=-1.15855007449377E-5 evalInputDelta=0.86474749725312
Fitness changed from 8.641035311855376 to 7.776287814602256
Iteration 1 complete. Error: 7.776287814602256 Total: 85.8502; Orientation: 0.0259; Line Search: 64.0815
Adding measurement 60a4f677 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.776287814602256;dx=-3.528948668357519E-5
New Minimum: 7.776287814602256 > 5.810573093593121
END: th(187148.86177126726)=5.810573093593121; dx=-8.605400204292618E-6 evalInputDelta=1.9657147210091352
Fitness changed from 7.776287814602256 to 5.810573093593121
Iteration 2 complete. Error: 5.810573093593121 Total: 21.1665; Orientation: 0.0025; Line Search: 14.1641
Adding measurement 4a57cec1 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.810573093593121;dx=-3.167551406716503E-5
New Minimum: 5.810573093593121 > 4.447673685848713
END: th(403200.00000000006)=4.447673685848713; dx=-3.1909066091360957E-6 evalInputDelta=1.3628994077444077
Fitness changed from 5.810573093593121 to 4.447673685848713
Iteration 3 complete. Error: 4.447673685848713 Total: 21.3446; Orientation: 0.0031; Line Search: 14.2581
Adding measurement 688e6e6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.840e+03, gradient 4.344e-03, dot -0.149; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.447673685848713, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 688e6e6c to history. Total: 3
th(0)=4.447673685848713;dx=-1.8830406358418893E-5
Armijo: th(868668.0670208557)=4.850447211414576; dx=-1.6914208948577575E-9 evalInputDelta=-0.40277352556586266
New Minimum: 4.447673685848713 > 3.4617467895150185
END: th(434334.03351042786)=3.4617467895150185; dx=-2.684283430456696E-6 evalInputDelta=0.9859268963336945
Fitness changed from 4.447673685848713 to 3.4617467895150185
Iteration 4 complete. Error: 3.4617467895150185 Total: 29.0456; Orientation: 0.0648; Line Search: 21.1430
Adding measurement 3b678c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.885e+03, gradient 2.665e-03, dot -0.101; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4617467895150185, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 3b678c5 to history. Total: 3
th(0)=3.4617467895150185;dx=-7.090083381237505E-6
New Minimum: 3.4617467895150185 > 3.2171271480619907
END: th(935744.3088563365)=3.2171271480619907; dx=-7.374608097342913E-7 evalInputDelta=0.24461964145302773
Fitness changed from 3.4617467895150185 to 3.2171271480619907
Iteration 5 complete. Error: 3.2171271480619907 Total: 21.1368; Orientation: 0.0370; Line Search: 14.0964
Adding measurement 5d63d496 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.644e+02, gradient 2.412e-03, dot -0.079; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2171271480619907, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 5d63d496 to history. Total: 3
th(0)=3.2171271480619907;dx=-5.811331290111485E-6
Armijo: th(2016000.0000000007)=5.8672097362577915; dx=4.329924577485378E-7 evalInputDelta=-2.650082588195801
Armijo: th(1008000.0000000003)=3.26440903916955; dx=-6.709302646043209E-7 evalInputDelta=-0.047281891107559204
New Minimum: 3.2171271480619907 > 2.6924427784979343
END: th(336000.0000000001)=2.6924427784979343; dx=-2.9905674052138775E-6 evalInputDelta=0.5246843695640564
Fitness changed from 3.2171271480619907 to 2.6924427784979343
Iteration 6 complete. Error: 2.6924427784979343 Total: 35.3544; Orientation: 0.0354; Line Search: 28.3344
Adding measurement 17a18edb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.667e+02, gradient 1.796e-03, dot -0.353; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6924427784979343, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 17a18edb to history. Total: 3
th(0)=2.6924427784979343;dx=-3.218771115765213E-6
New Minimum: 2.6924427784979343 > 2.372623562812805
END: th(723890.0558507132)=2.372623562812805; dx=-1.5050256830607294E-6 evalInputDelta=0.31981921568512917
Fitness changed from 2.6924427784979343 to 2.372623562812805
Iteration 7 complete. Error: 2.372623562812805 Total: 21.4497; Orientation: 0.0459; Line Search: 14.3505
Adding measurement 51901676 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.449e+02, gradient 1.683e-03, dot -0.151; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.372623562812805, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 51901676 to history. Total: 3
th(0)=2.372623562812805;dx=-2.824718397393684E-6
Armijo: th(1559573.8480938943)=2.8934450931847095; dx=-3.024604857772789E-7 evalInputDelta=-0.5208215303719044
New Minimum: 2.372623562812805 > 2.2025430873036385
END: th(779786.9240469472)=2.2025430873036385; dx=-1.0853073081611625E-6 evalInputDelta=0.17008047550916672
Fitness changed from 2.372623562812805 to 2.2025430873036385
Iteration 8 complete. Error: 2.2025430873036385 Total: 29.3040; Orientation: 1.1462; Line Search: 20.9522
Adding measurement 29ad2fa0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.315e+02, gradient 1.529e-03, dot -0.175; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2025430873036385, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 29ad2fa0 to history. Total: 3
th(0)=2.2025430873036385;dx=-2.323543993020752E-6
Armijo: th(1680000.0000000007)=2.708025850355625; dx=-1.7190318108343258E-7 evalInputDelta=-0.5054827630519867
New Minimum: 2.2025430873036385 > 2.0305000878870487
END: th(840000.0000000003)=2.0305000878870487; dx=-8.631610612997457E-7 evalInputDelta=0.17204299941658974
Fitness changed from 2.2025430873036385 to 2.0305000878870487
Iteration 9 complete. Error: 2.0305000878870487 Total: 28.3763; Orientation: 0.0361; Line Search: 20.9545
Adding measurement 1ac7dd90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.081e+03, gradient 1.512e-03, dot -0.118; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0305000878870487, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 1ac7dd90 to history. Total: 3
th(0)=2.0305000878870487;dx=-2.2807345887992808E-6
Armijo: th(1809725.139626783)=2.943121250718832; dx=5.94836519344632E-8 evalInputDelta=-0.9126211628317833
New Minimum: 2.0305000878870487 > 2.0105479694902897
END: th(904862.5698133915)=2.0105479694902897; dx=-5.660680686547818E-7 evalInputDelta=0.019952118396759033
Fitness changed from 2.0305000878870487 to 2.0105479694902897
Iteration 10 complete. Error: 2.0105479694902897 Total: 28.2292; Orientation: 0.0389; Line Search: 20.9742
Adding measurement 4a78d313 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.236e+03, gradient 1.471e-03, dot -0.111; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0105479694902897, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 4a78d313 to history. Total: 3
th(0)=2.0105479694902897;dx=-2.1607028922510244E-6
Armijo: th(1949467.3101173681)=3.102665487676859; dx=3.8877112849871455E-7 evalInputDelta=-1.0921175181865692
New Minimum: 2.0105479694902897 > 1.9868568293750286
END: th(974733.6550586841)=1.9868568293750286; dx=-2.9675145266982924E-7 evalInputDelta=0.023691140115261078
Fitness changed from 2.0105479694902897 to 1.9868568293750286
Iteration 11 complete. Error: 1.9868568293750286 Total: 28.2409; Orientation: 0.0342; Line Search: 21.3583
Adding measurement 57bfeb0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.594e+03, gradient 1.607e-03, dot -0.108; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9868568293750286, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 57bfeb0f to history. Total: 3
th(0)=1.9868568293750286;dx=-2.575877097318169E-6
Armijo: th(2100000.000000001)=4.048113662749529; dx=8.098314446898564E-7 evalInputDelta=-2.0612568333745003
Armijo: th(1050000.0000000005)=2.239630486816168; dx=4.315848032421515E-8 evalInputDelta=-0.2527736574411392
New Minimum: 1.9868568293750286 > 1.824945330619812
END: th(350000.0000000002)=1.824945330619812; dx=-1.3761675519925208E-6 evalInputDelta=0.1619114987552166
Fitness changed from 1.9868568293750286 to 1.824945330619812
Iteration 12 complete. Error: 1.824945330619812 Total: 36.9124; Orientation: 0.0329; Line Search: 28.5682
Adding measurement 7a60e01a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.768e+03, gradient 1.205e-03, dot -0.144; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.824945330619812, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 7a60e01a to history. Total: 3
th(0)=1.824945330619812;dx=-1.4493027431863434E-6
New Minimum: 1.824945330619812 > 1.7578375451266766
END: th(754052.1415111597)=1.7578375451266766; dx=-7.62119037898048E-7 evalInputDelta=0.06710778549313545
Fitness changed from 1.824945330619812 to 1.7578375451266766
Iteration 13 complete. Error: 1.7578375451266766 Total: 21.1329; Orientation: 0.0347; Line Search: 14.1713
Adding measurement 5e170f7c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.911e+03, gradient 1.201e-03, dot -0.150; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7578375451266766, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 5e170f7c to history. Total: 3
th(0)=1.7578375451266766;dx=-1.436763926165216E-6
Armijo: th(1624556.0917644736)=2.175418384373188; dx=-2.3429683190710793E-7 evalInputDelta=-0.41758083924651146
New Minimum: 1.7578375451266766 > 1.7440063543617725
END: th(812278.0458822368)=1.7440063543617725; dx=-5.827145926296278E-7 evalInputDelta=0.013831190764904022
Fitness changed from 1.7578375451266766 to 1.7440063543617725
Iteration 14 complete. Error: 1.7440063543617725 Total: 27.9955; Orientation: 0.0323; Line Search: 20.9007
Adding measurement 5326a655 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.873e+03, gradient 1.224e-03, dot -0.144; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7440063543617725, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 5326a655 to history. Total: 3
th(0)=1.7440063543617725;dx=-1.4943684810476392E-6
Armijo: th(1750000.0000000012)=2.288603764027357; dx=-1.0672259180041724E-8 evalInputDelta=-0.5445974096655846
New Minimum: 1.7440063543617725 > 1.7270455323159695
END: th(875000.0000000006)=1.7270455323159695; dx=-4.265232192299507E-7 evalInputDelta=0.01696082204580307
Fitness changed from 1.7440063543617725 to 1.7270455323159695
Iteration 15 complete. Error: 1.7270455323159695 Total: 28.5769; Orientation: 0.0331; Line Search: 21.5439
Adding measurement 33940de5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.235e+03, gradient 1.273e-03, dot -0.146; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7270455323159695, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 33940de5 to history. Total: 3
th(0)=1.7270455323159695;dx=-1.6158818085434853E-6
Armijo: th(1885130.3537778996)=2.5488730370998383; dx=1.8388677937002502E-7 evalInputDelta=-0.8218275047838688
Armijo: th(942565.1768889498)=1.7493677400052547; dx=-2.893318707842242E-7 evalInputDelta=-0.02232220768928528
New Minimum: 1.7270455323159695 > 1.6176108494400978
END: th(314188.3922963166)=1.6176108494400978; dx=-1.0360203312203557E-6 evalInputDelta=0.10943468287587166
Fitness changed from 1.7270455323159695 to 1.6176108494400978
Iteration 16 complete. Error: 1.6176108494400978 Total: 36.0967; Orientation: 0.0345; Line Search: 29.1322
Adding measurement 36b48350 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.382e+03, gradient 1.043e-03, dot -0.180; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6176108494400978, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 36b48350 to history. Total: 3
th(0)=1.6176108494400978;dx=-1.083960108962098E-6
New Minimum: 1.6176108494400978 > 1.5698011815547943
END: th(676898.3715685308)=1.5698011815547943; dx=-6.936410886285328E-7 evalInputDelta=0.0478096678853035
Fitness changed from 1.6176108494400978 to 1.5698011815547943
Iteration 17 complete. Error: 1.5698011815547943 Total: 21.2589; Orientation: 0.0331; Line Search: 14.0388
Adding measurement 4fc13a23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.994e+03, gradient 1.036e-03, dot -0.197; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5698011815547943, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 4fc13a23 to history. Total: 3
th(0)=1.5698011815547943;dx=-1.0701810375119066E-6
Armijo: th(1458333.3333333347)=1.7537697479128838; dx=-3.597722361331723E-7 evalInputDelta=-0.18396856635808945
New Minimum: 1.5698011815547943 > 1.5563082806766033
END: th(729166.6666666673)=1.5563082806766033; dx=-6.134580255666214E-7 evalInputDelta=0.013492900878190994
Fitness changed from 1.5698011815547943 to 1.5563082806766033
Iteration 18 complete. Error: 1.5563082806766033 Total: 28.2277; Orientation: 0.0339; Line Search: 21.1095
Adding measurement 7073131b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.010e+03, gradient 1.043e-03, dot -0.194; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5563082806766033, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 7073131b to history. Total: 3
th(0)=1.5563082806766033;dx=-1.0866464421208775E-6
Armijo: th(1570941.9614815833)=1.8679765649139881; dx=-2.3858897173499446E-7 evalInputDelta=-0.3116682842373848
Armijo: th(785470.9807407917)=1.5632988177239895; dx=-5.200193920858695E-7 evalInputDelta=-0.006990537047386169
New Minimum: 1.5563082806766033 > 1.5209665894508362
END: th(261823.66024693055)=1.5209665894508362; dx=-8.417121583942987E-7 evalInputDelta=0.035341691225767136
Fitness changed from 1.5563082806766033 to 1.5209665894508362
Iteration 19 complete. Error: 1.5209665894508362 Total: 35.7116; Orientation: 0.0331; Line Search: 28.4286
Adding measurement 361bbbb8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.090e+03, gradient 9.499e-04, dot -0.213; [c26d820e-37e4-4a84-9a2b-904f0ff204f9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5209665894508362, 5.810573093593121, 7.776287814602256, 8.641035311855376
LBFGS Accumulation History: 3 points
Removed measurement 361bbbb8 to history. Total: 3
th(0)=1.5209665894508362;dx=-8.969212521327642E-7
New Minimum: 1.5209665894508362 > 1.4948491416871548
END: th(564081.9763071091)=1.4948491416871548; dx=-6.741309114332214E-7 evalInputDelta=0.026117447763681412
Fitness changed from 1.5209665894508362 to 1.4948491416871548
Iteration 20 complete. Error: 1.4948491416871548 Total: 22.2862; Orientation: 0.0321; Line Search: 15.2238
Final threshold in iteration 21: 1.4948491416871548 (> -Infinity) after 607.698s (< 5400.000s)
