Reset training subject: 1329248103312500
Reset training subject: 1329293554025600
Adding measurement 713e7d9a to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=10.631475880742073;dx=-6.276915835404005E-5
New Minimum: 10.631475880742073 > 10.631407314911485
WOLFE (weak): th(2.154434690031884)=10.631407314911485; dx=-6.257142238055879E-5 evalInputDelta=6.856583058834076E-5
New Minimum: 10.631407314911485 > 10.631339000537992
WOLFE (weak): th(4.308869380063768)=10.631339000537992; dx=-6.257045030783798E-5 evalInputDelta=1.3688020408153534E-4
New Minimum: 10.631339000537992 > 10.631065215915442
WOLFE (weak): th(12.926608140191302)=10.631065215915442; dx=-6.254905944268232E-5 evalInputDelta=4.10664826631546E-4
New Minimum: 10.631065215915442 > 10.629833895713091
WOLFE (weak): th(51.70643256076521)=10.629833895713091; dx=-6.251214955205625E-5 evalInputDelta=0.0016419850289821625
New Minimum: 10.629833895713091 > 10.623195692896843
WOLFE (weak): th(258.53216280382605)=10.623195692896843; dx=-6.21436194322467E-5 evalInputDelta=0.008280187845230103
New Minimum: 10.623195692896843 > 10.580998782068491
WOLFE (weak): th(1551.1929768229563)=10.580998782068491; dx=-6.030989462801649E-5 evalInputDelta=0.05047709867358208
New Minimum: 10.580998782068491 > 10.316910346969962
END: th(10858.350837760694)=10.316910346969962; dx=-4.91678680997029E-5 evalInputDelta=0.31456553377211094
Fitness changed from 10.631475880742073 to 10.316910346969962
Iteration 1 complete. Error: 10.316910346969962 Total: 496.9251; Orientation: 0.0274; Line Search: 361.1531
Iteration 1
Adding measurement 2f0cab82 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=10.316910346969962;dx=-4.543160035845924E-5
New Minimum: 10.316910346969962 > 9.88465692102909
END: th(23393.607721408407)=9.88465692102909; dx=-2.7922925748123838E-5 evalInputDelta=0.43225342594087124
Fitness changed from 10.316910346969962 to 9.88465692102909
Iteration 2 complete. Error: 9.88465692102909 Total: 136.4507; Orientation: 0.0276; Line Search: 90.9564
Iteration 2
Adding measurement 751686aa to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.88465692102909;dx=-2.450406588028617E-5
New Minimum: 9.88465692102909 > 9.355420086532831
END: th(50400.00000000001)=9.355420086532831; dx=-1.5180950567636889E-5 evalInputDelta=0.5292368344962597
Fitness changed from 9.88465692102909 to 9.355420086532831
Iteration 3 complete. Error: 9.355420086532831 Total: 135.8641; Orientation: 0.0273; Line Search: 90.8572
Iteration 3
Adding measurement 31880efa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.600e+02, gradient 3.838e-03, dot -0.963; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.631475880742073, 10.316910346969962, 9.88465692102909, 9.355420086532831
LBFGS Accumulation History: 3 points
Removed measurement 713e7d9a to history. Total: 4
th(0)=9.355420086532831;dx=-1.4733349424898293E-5
New Minimum: 9.355420086532831 > 8.743077857419848
END: th(108583.50837760697)=8.743077857419848; dx=-7.449161829238892E-6 evalInputDelta=0.6123422291129827
Fitness changed from 9.355420086532831 to 8.743077857419848
Iteration 4 complete. Error: 8.743077857419848 Total: 136.4820; Orientation: 0.8064; Line Search: 90.4977
Iteration 4
Adding measurement 2fcc5f49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.007e+03, gradient 2.934e-03, dot -0.913; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.316910346969962, 9.88465692102909, 9.355420086532831, 8.743077857419848
LBFGS Accumulation History: 3 points
Removed measurement 2f0cab82 to history. Total: 4
th(0)=8.743077857419848;dx=-8.605906911521751E-6
New Minimum: 8.743077857419848 > 8.197978600859642
END: th(233936.07721408413)=8.197978600859642; dx=-2.8290166783490814E-6 evalInputDelta=0.5450992565602064
Fitness changed from 8.743077857419848 to 8.197978600859642
Iteration 5 complete. Error: 8.197978600859642 Total: 137.1297; Orientation: 0.8028; Line Search: 91.0198
Iteration 5
Adding measurement 70169464 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.245e+03, gradient 3.819e-03, dot -0.577; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.88465692102909, 9.355420086532831, 8.743077857419848, 8.197978600859642
LBFGS Accumulation History: 3 points
Removed measurement 751686aa to history. Total: 4
th(0)=8.197978600859642;dx=-1.4583384674446735E-5
New Minimum: 8.197978600859642 > 8.024208564311266
WOLF (strong): th(504000.0000000002)=8.024208564311266; dx=2.3779502866956507E-9 evalInputDelta=0.17377003654837608
New Minimum: 8.024208564311266 > 7.976080598309636
END: th(252000.0000000001)=7.976080598309636; dx=-2.6268000368007654E-7 evalInputDelta=0.2218980025500059
Fitness changed from 8.197978600859642 to 7.976080598309636
Iteration 6 complete. Error: 7.976080598309636 Total: 182.5235; Orientation: 0.8249; Line Search: 136.4504
Adding measurement 27ec0d06 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.187e+03, gradient 3.455e-03, dot -0.627; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.355420086532831, 8.743077857419848, 8.197978600859642, 7.976080598309636
LBFGS Accumulation History: 3 points
Removed measurement 31880efa to history. Total: 4
th(0)=7.976080598309636;dx=-1.1939510580017261E-5
New Minimum: 7.976080598309636 > 7.685332635417581
WOLF (strong): th(542917.5418880349)=7.685332635417581; dx=3.6962144326411725E-7 evalInputDelta=0.2907479628920555
New Minimum: 7.685332635417581 > 7.595049008727074
END: th(271458.77094401745)=7.595049008727074; dx=-3.708932271722572E-7 evalInputDelta=0.38103158958256245
Fitness changed from 7.976080598309636 to 7.595049008727074
Iteration 7 complete. Error: 7.595049008727074 Total: 182.7778; Orientation: 0.8083; Line Search: 136.4221
Adding measurement 68479e8b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.940e+02, gradient 3.243e-03, dot -0.637; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.743077857419848, 8.197978600859642, 7.976080598309636, 7.595049008727074
LBFGS Accumulation History: 3 points
Removed measurement 2fcc5f49 to history. Total: 4
th(0)=7.595049008727074;dx=-1.0516574586989767E-5
Armijo: th(584840.1930352104)=8.165223442018032; dx=2.9177867049504424E-6 evalInputDelta=-0.5701744332909584
New Minimum: 7.595049008727074 > 7.461021050810814
WOLF (strong): th(292420.0965176052)=7.461021050810814; dx=2.2998738975343108E-6 evalInputDelta=0.13402795791625977
New Minimum: 7.461021050810814 > 7.296525657176971
END: th(97473.3655058684)=7.296525657176971; dx=-2.0847532317163648E-6 evalInputDelta=0.29852335155010223
Fitness changed from 7.595049008727074 to 7.296525657176971
Iteration 8 complete. Error: 7.296525657176971 Total: 229.0797; Orientation: 0.8088; Line Search: 182.9016
Adding measurement 5a2f401a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.367e+02, gradient 2.127e-03, dot -0.755; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.197978600859642, 7.976080598309636, 7.595049008727074, 7.296525657176971
LBFGS Accumulation History: 3 points
Removed measurement 70169464 to history. Total: 4
th(0)=7.296525657176971;dx=-4.524487971653306E-6
New Minimum: 7.296525657176971 > 7.075371161103249
END: th(210000.0000000001)=7.075371161103249; dx=-1.3529594007128192E-6 evalInputDelta=0.22115449607372284
Fitness changed from 7.296525657176971 to 7.075371161103249
Iteration 9 complete. Error: 7.075371161103249 Total: 137.5158; Orientation: 0.8155; Line Search: 91.4733
Adding measurement 65015a49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.672e+02, gradient 2.053e-03, dot -0.709; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.976080598309636, 7.595049008727074, 7.296525657176971, 7.075371161103249
LBFGS Accumulation History: 3 points
Removed measurement 27ec0d06 to history. Total: 4
th(0)=7.075371161103249;dx=-4.213890525540348E-6
Armijo: th(452431.2849066958)=7.081265119835734; dx=1.0944802681997717E-6 evalInputDelta=-0.005893958732485771
New Minimum: 7.075371161103249 > 6.911488171666861
END: th(226215.6424533479)=6.911488171666861; dx=-1.7764085084025264E-7 evalInputDelta=0.16388298943638802
Fitness changed from 7.075371161103249 to 6.911488171666861
Iteration 10 complete. Error: 6.911488171666861 Total: 183.4434; Orientation: 0.8193; Line Search: 137.2480
Iteration 10
Adding measurement 2f75a9b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.027e+03, gradient 9.520e-03, dot -0.182; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.595049008727074, 7.296525657176971, 7.075371161103249, 6.911488171666861
LBFGS Accumulation History: 3 points
Removed measurement 68479e8b to history. Total: 4
th(0)=6.911488171666861;dx=-9.062836616301301E-5
Armijo: th(487366.82752934203)=7.606136212125421; dx=1.5286241840545554E-6 evalInputDelta=-0.69464804045856
Armijo: th(243683.41376467102)=7.202786464244127; dx=2.1584473589708666E-6 evalInputDelta=-0.2912982925772667
New Minimum: 6.911488171666861 > 6.905203016474843
WOLF (strong): th(81227.80458822368)=6.905203016474843; dx=1.1430440965843966E-6 evalInputDelta=0.006285155192017555
New Minimum: 6.905203016474843 > 6.871569436043501
END: th(20306.95114705592)=6.871569436043501; dx=-1.869800237890774E-6 evalInputDelta=0.03991873562335968
Fitness changed from 6.911488171666861 to 6.871569436043501
Iteration 11 complete. Error: 6.871569436043501 Total: 272.6278; Orientation: 0.8250; Line Search: 226.0631
Adding measurement 23ec63af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.478e+02, gradient 2.035e-03, dot -0.444; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.296525657176971, 7.075371161103249, 6.911488171666861, 6.871569436043501
LBFGS Accumulation History: 3 points
Removed measurement 5a2f401a to history. Total: 4
th(0)=6.871569436043501;dx=-4.141510091843936E-6
New Minimum: 6.871569436043501 > 6.8011094108223915
END: th(43750.00000000003)=6.8011094108223915; dx=-2.5176296819090335E-6 evalInputDelta=0.07046002522110939
Fitness changed from 6.871569436043501 to 6.8011094108223915
Iteration 12 complete. Error: 6.8011094108223915 Total: 136.6323; Orientation: 0.8115; Line Search: 90.8167
Adding measurement 27b490de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.689e+03, gradient 1.700e-03, dot -0.712; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.075371161103249, 6.911488171666861, 6.871569436043501, 6.8011094108223915
LBFGS Accumulation History: 3 points
Removed measurement 65015a49 to history. Total: 4
th(0)=6.8011094108223915;dx=-2.890170492940429E-6
New Minimum: 6.8011094108223915 > 6.716581713408232
END: th(94256.51768889498)=6.716581713408232; dx=-1.5934194981267215E-6 evalInputDelta=0.08452769741415977
Fitness changed from 6.8011094108223915 to 6.716581713408232
Iteration 13 complete. Error: 6.716581713408232 Total: 136.5056; Orientation: 0.8105; Line Search: 90.6602
Adding measurement 22a63740 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.170e+02, gradient 1.779e-03, dot -0.749; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.911488171666861, 6.871569436043501, 6.8011094108223915, 6.716581713408232
LBFGS Accumulation History: 3 points
Removed measurement 2f75a9b1 to history. Total: 4
th(0)=6.716581713408232;dx=-3.164234330714585E-6
New Minimum: 6.716581713408232 > 6.6121479123830795
END: th(203069.51147055923)=6.6121479123830795; dx=-8.378172172567055E-7 evalInputDelta=0.1044338010251522
Fitness changed from 6.716581713408232 to 6.6121479123830795
Iteration 14 complete. Error: 6.6121479123830795 Total: 137.1698; Orientation: 0.8375; Line Search: 90.9462
Adding measurement 229cb4d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.721e+02, gradient 1.722e-03, dot -0.705; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.871569436043501, 6.8011094108223915, 6.716581713408232, 6.6121479123830795
LBFGS Accumulation History: 3 points
Removed measurement 23ec63af to history. Total: 4
th(0)=6.6121479123830795;dx=-2.9662195037560034E-6
New Minimum: 6.6121479123830795 > 6.542727250605822
WOLF (strong): th(437500.00000000035)=6.542727250605822; dx=4.378977963601348E-7 evalInputDelta=0.06942066177725792
New Minimum: 6.542727250605822 > 6.478293655440211
END: th(218750.00000000017)=6.478293655440211; dx=-5.217340427614439E-7 evalInputDelta=0.13385425694286823
Fitness changed from 6.6121479123830795 to 6.478293655440211
Iteration 15 complete. Error: 6.478293655440211 Total: 182.4570; Orientation: 0.8089; Line Search: 136.3769
Iteration 15
Adding measurement 470c4229 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.722e+02, gradient 1.671e-03, dot -0.676; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.8011094108223915, 6.716581713408232, 6.6121479123830795, 6.478293655440211
LBFGS Accumulation History: 3 points
Removed measurement 27b490de to history. Total: 4
th(0)=6.478293655440211;dx=-2.792132760305167E-6
Armijo: th(471282.58844447497)=6.484011435881257; dx=3.825105175986413E-7 evalInputDelta=-0.005717780441045761
New Minimum: 6.478293655440211 > 6.388057377189398
END: th(235641.29422223748)=6.388057377189398; dx=-1.0239160891625129E-7 evalInputDelta=0.09023627825081348
Fitness changed from 6.478293655440211 to 6.388057377189398
Iteration 16 complete. Error: 6.388057377189398 Total: 182.5185; Orientation: 0.8146; Line Search: 136.1514
Adding measurement 492fa72a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.415e+02, gradient 1.907e-03, dot -0.589; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.716581713408232, 6.6121479123830795, 6.478293655440211, 6.388057377189398
LBFGS Accumulation History: 3 points
Removed measurement 22a63740 to history. Total: 4
th(0)=6.388057377189398;dx=-3.6349071135817287E-6
Armijo: th(507673.77867639816)=6.738049563020468; dx=3.1105206754406154E-6 evalInputDelta=-0.34999218583106995
New Minimum: 6.388057377189398 > 6.312281679362059
WOLF (strong): th(253836.88933819908)=6.312281679362059; dx=1.1043709484208234E-6 evalInputDelta=0.07577569782733917
New Minimum: 6.312281679362059 > 6.28479977324605
END: th(84612.29644606636)=6.28479977324605; dx=-1.5123964052938413E-6 evalInputDelta=0.10325760394334793
Fitness changed from 6.388057377189398 to 6.28479977324605
Iteration 17 complete. Error: 6.28479977324605 Total: 226.9384; Orientation: 0.8335; Line Search: 180.7432
Adding measurement 2b80497f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.809e+02, gradient 1.376e-03, dot -0.809; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.6121479123830795, 6.478293655440211, 6.388057377189398, 6.28479977324605
LBFGS Accumulation History: 3 points
Removed measurement 229cb4d8 to history. Total: 4
th(0)=6.28479977324605;dx=-1.8937131848236868E-6
New Minimum: 6.28479977324605 > 6.184415444731712
END: th(182291.66666666686)=6.184415444731712; dx=-8.617667974973386E-7 evalInputDelta=0.10038432851433754
Fitness changed from 6.28479977324605 to 6.184415444731712
Iteration 18 complete. Error: 6.184415444731712 Total: 138.0387; Orientation: 1.0173; Line Search: 92.0707
Adding measurement 615c4ea4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.879e+02, gradient 1.465e-03, dot -0.713; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.478293655440211, 6.388057377189398, 6.28479977324605, 6.184415444731712
LBFGS Accumulation History: 3 points
Removed measurement 470c4229 to history. Total: 4
th(0)=6.184415444731712;dx=-2.1461684253513107E-6
New Minimum: 6.184415444731712 > 6.143894139677286
WOLF (strong): th(392735.4903703959)=6.143894139677286; dx=9.270467802044025E-8 evalInputDelta=0.04052130505442619
New Minimum: 6.143894139677286 > 6.121691072359681
END: th(196367.74518519794)=6.121691072359681; dx=-2.919355731502914E-7 evalInputDelta=0.06272437237203121
Fitness changed from 6.184415444731712 to 6.121691072359681
Iteration 19 complete. Error: 6.121691072359681 Total: 185.8213; Orientation: 0.8275; Line Search: 138.8560
Adding measurement 13d10057 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.371e+02, gradient 1.735e-03, dot -0.584; [b2cfdbea-020a-4580-bf72-ed3d2c3e11c6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.388057377189398, 6.28479977324605, 6.184415444731712, 6.121691072359681
LBFGS Accumulation History: 3 points
Removed measurement 492fa72a to history. Total: 4
th(0)=6.121691072359681;dx=-3.011604400740834E-6
Armijo: th(423061.48223033187)=6.138781189918518; dx=6.13237797314222E-7 evalInputDelta=-0.017090117558836937
New Minimum: 6.121691072359681 > 6.053950320929289
END: th(211530.74111516593)=6.053950320929289; dx=-1.4738927572768006E-7 evalInputDelta=0.06774075143039227
Fitness changed from 6.121691072359681 to 6.053950320929289
Iteration 20 complete. Error: 6.053950320929289 Total: 186.6729; Orientation: 0.8157; Line Search: 139.0654
Iteration 20
Final threshold in iteration 20: 6.053950320929289 (> -Infinity) after 3743.597s (< 3600.000s)