Reset training subject: 109056536274200
Reset training subject: 109065348013600
Adding measurement 5cb4bf1d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.975041624158621;dx=-1.6233954137311862E-5
New Minimum: 2.975041624158621 > 2.9750263653695583
END: th(2.154434690031884)=2.9750263653695583; dx=-1.4255705470444728E-5 evalInputDelta=1.52587890625E-5
Fitness changed from 2.975041624158621 to 2.9750263653695583
Iteration 1 complete. Error: 2.9750263653695583 Total: 43.4477; Orientation: 0.0037; Line Search: 17.5082
Adding measurement 538f0c4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.9750263653695583;dx=-1.4255392654334773E-5
New Minimum: 2.9750263653695583 > 2.974993210285902
WOLFE (weak): th(4.641588833612779)=2.974993210285902; dx=-1.4255826701395814E-5 evalInputDelta=3.3155083656311035E-5
New Minimum: 2.974993210285902 > 2.9749600253999233
WOLFE (weak): th(9.283177667225559)=2.9749600253999233; dx=-1.4255697575546865E-5 evalInputDelta=6.633996963500977E-5
New Minimum: 2.9749600253999233 > 2.974827788770199
WOLFE (weak): th(27.849533001676676)=2.974827788770199; dx=-1.4257147656936888E-5 evalInputDelta=1.9857659935951233E-4
New Minimum: 2.974827788770199 > 2.9742321744561195
WOLFE (weak): th(111.3981320067067)=2.9742321744561195; dx=-1.4257409109629204E-5 evalInputDelta=7.94190913438797E-4
New Minimum: 2.9742321744561195 > 2.9710566364228725
WOLFE (weak): th(556.9906600335335)=2.9710566364228725; dx=-1.4247378915876788E-5 evalInputDelta=0.003969728946685791
New Minimum: 2.9710566364228725 > 2.9512373507022858
WOLFE (weak): th(3341.9439602012008)=2.9512373507022858; dx=-1.4206846450794399E-5 evalInputDelta=0.023789014667272568
New Minimum: 2.9512373507022858 > 2.810453489422798
WOLFE (weak): th(23393.607721408407)=2.810453489422798; dx=-1.3858595326544048E-5 evalInputDelta=0.16457287594676018
New Minimum: 2.810453489422798 > 1.9289505854249
END: th(187148.86177126726)=1.9289505854249; dx=-7.302376959862717E-6 evalInputDelta=1.0460757799446583
Fitness changed from 2.9750263653695583 to 1.9289505854249
Iteration 2 complete. Error: 1.9289505854249 Total: 85.5730; Orientation: 0.0035; Line Search: 77.1001
Adding measurement 3f367e9f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.9289505854249;dx=-8.334837868408455E-6
New Minimum: 1.9289505854249 > 1.0180947072803974
END: th(403200.00000000006)=1.0180947072803974; dx=-1.2368373103922927E-6 evalInputDelta=0.9108558781445026
Fitness changed from 1.9289505854249 to 1.0180947072803974
Iteration 3 complete. Error: 1.0180947072803974 Total: 26.5444; Orientation: 0.0033; Line Search: 17.0842
Adding measurement 465d3abc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.287e+02, gradient 2.484e-03, dot -0.152; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0180947072803974, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 465d3abc to history. Total: 3
th(0)=1.0180947072803974;dx=-6.167955144167436E-6
New Minimum: 1.0180947072803974 > 0.7990940324962139
WOLF (strong): th(868668.0670208557)=0.7990940324962139; dx=5.688780513543345E-7 evalInputDelta=0.2190006747841835
New Minimum: 0.7990940324962139 > 0.7002375088632107
WOLF (strong): th(434334.03351042786)=0.7002375088632107; dx=3.5542009660920565E-7 evalInputDelta=0.31785719841718674
END: th(144778.01117014262)=0.7437579482793808; dx=-1.8371663010143468E-6 evalInputDelta=0.2743367590010166
Fitness changed from 1.0180947072803974 to 0.7002375088632107
Iteration 4 complete. Error: 0.7002375088632107 Total: 42.8166; Orientation: 0.0608; Line Search: 34.2721
Adding measurement 38ae8782 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.400e+03, gradient 2.643e-03, dot -0.339; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7002375088632107, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 38ae8782 to history. Total: 3
th(0)=0.7002375088632107;dx=-6.986186826401728E-6
New Minimum: 0.7002375088632107 > 0.3803326226770878
WOLF (strong): th(311914.76961877884)=0.3803326226770878; dx=2.134889633517863E-6 evalInputDelta=0.3199048861861229
New Minimum: 0.3803326226770878 > 0.35626405850052834
END: th(155957.38480938942)=0.35626405850052834; dx=-1.8292182180844797E-6 evalInputDelta=0.34397345036268234
Fitness changed from 0.7002375088632107 to 0.35626405850052834
Iteration 5 complete. Error: 0.35626405850052834 Total: 33.7413; Orientation: 0.0652; Line Search: 25.1549
Adding measurement 6b66311f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.187e+03, gradient 1.304e-03, dot -0.541; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.35626405850052834, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 6b66311f to history. Total: 3
th(0)=0.35626405850052834;dx=-1.7008242175452901E-6
New Minimum: 0.35626405850052834 > 0.1369214542210102
END: th(336000.0000000001)=0.1369214542210102; dx=-9.349307402423288E-7 evalInputDelta=0.21934260427951813
Fitness changed from 0.35626405850052834 to 0.1369214542210102
Iteration 6 complete. Error: 0.1369214542210102 Total: 25.9485; Orientation: 0.0616; Line Search: 17.2744
Adding measurement fcdb31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.773e+02, gradient 1.091e-03, dot -0.512; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1369214542210102, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement fcdb31 to history. Total: 3
th(0)=0.1369214542210102;dx=-1.1900916110587091E-6
New Minimum: 0.1369214542210102 > -0.12170019000768661
END: th(723890.0558507132)=-0.12170019000768661; dx=-4.0196646904993476E-7 evalInputDelta=0.2586216442286968
Fitness changed from 0.1369214542210102 to -0.12170019000768661
Iteration 7 complete. Error: -0.12170019000768661 Total: 26.4745; Orientation: 0.0641; Line Search: 17.8158
Adding measurement 38cb53b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.272e+03, gradient 1.359e-03, dot -0.406; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.12170019000768661, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 38cb53b9 to history. Total: 3
th(0)=-0.12170019000768661;dx=-1.8467781448781995E-6
Armijo: th(1559573.8480938943)=0.6197680123150349; dx=1.7049953636222967E-6 evalInputDelta=-0.7414682023227215
Armijo: th(779786.9240469472)=-0.026090092957019806; dx=1.4225489164860859E-6 evalInputDelta=-0.09561009705066681
New Minimum: -0.12170019000768661 > -0.24049395695328712
END: th(259928.97468231572)=-0.24049395695328712; dx=-1.0198420647220863E-7 evalInputDelta=0.11879376694560051
Fitness changed from -0.12170019000768661 to -0.24049395695328712
Iteration 8 complete. Error: -0.24049395695328712 Total: 42.8816; Orientation: 0.0655; Line Search: 34.3036
Adding measurement 76ffc571 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.045e+03, gradient 1.031e-03, dot -0.446; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.24049395695328712, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 76ffc571 to history. Total: 3
th(0)=-0.24049395695328712;dx=-1.0625307166242862E-6
New Minimum: -0.24049395695328712 > -0.3149517998099327
WOLF (strong): th(560000.0000000002)=-0.3149517998099327; dx=3.089534094941079E-7 evalInputDelta=0.07445784285664558
New Minimum: -0.3149517998099327 > -0.32671599090099335
END: th(280000.0000000001)=-0.32671599090099335; dx=-2.0612565474341765E-7 evalInputDelta=0.08622203394770622
Fitness changed from -0.24049395695328712 to -0.32671599090099335
Iteration 9 complete. Error: -0.32671599090099335 Total: 34.0364; Orientation: 0.0671; Line Search: 25.4081
Adding measurement 4fba56dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.146e+03, gradient 9.811e-04, dot -0.471; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.32671599090099335, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 4fba56dd to history. Total: 3
th(0)=-0.32671599090099335;dx=-9.625263183692067E-7
New Minimum: -0.32671599090099335 > -0.3547444976866245
WOLF (strong): th(603241.7132089278)=-0.3547444976866245; dx=5.250785217000381E-7 evalInputDelta=0.02802850678563118
New Minimum: -0.3547444976866245 > -0.3964156322181225
END: th(301620.8566044639)=-0.3964156322181225; dx=-2.622690970338189E-8 evalInputDelta=0.06969964131712914
Fitness changed from -0.32671599090099335 to -0.3964156322181225
Iteration 10 complete. Error: -0.3964156322181225 Total: 34.0597; Orientation: 0.0607; Line Search: 25.4394
Adding measurement 7c54e2f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.278e+03, gradient 1.072e-03, dot -0.445; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3964156322181225, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 7c54e2f9 to history. Total: 3
th(0)=-0.3964156322181225;dx=-1.1491606799302219E-6
Armijo: th(649822.4367057894)=-0.29457705095410347; dx=1.3624996423662446E-6 evalInputDelta=-0.10183858126401901
New Minimum: -0.3964156322181225 > -0.45142605900764465
WOLF (strong): th(324911.2183528947)=-0.45142605900764465; dx=4.2230384061789515E-7 evalInputDelta=0.05501042678952217
END: th(108303.7394509649)=-0.44366351142525673; dx=-5.942336479880825E-7 evalInputDelta=0.04724787920713425
Fitness changed from -0.3964156322181225 to -0.45142605900764465
Iteration 11 complete. Error: -0.45142605900764465 Total: 43.3977; Orientation: 0.0614; Line Search: 34.8662
Adding measurement 4f03483b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.797e+02, gradient 1.373e-03, dot -0.248; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.45142605900764465, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 4f03483b to history. Total: 3
th(0)=-0.45142605900764465;dx=-1.8839911187812264E-6
New Minimum: -0.45142605900764465 > -0.5114417038857937
WOLF (strong): th(233333.3333333335)=-0.5114417038857937; dx=6.403800995278849E-7 evalInputDelta=0.06001564487814903
New Minimum: -0.5114417038857937 > -0.5182989425957203
END: th(116666.66666666674)=-0.5182989425957203; dx=-4.61108910821361E-7 evalInputDelta=0.06687288358807564
Fitness changed from -0.45142605900764465 to -0.5182989425957203
Iteration 12 complete. Error: -0.5182989425957203 Total: 34.2076; Orientation: 0.0656; Line Search: 25.5986
Adding measurement a2b7809 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.305e+03, gradient 6.800e-04, dot -0.663; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5182989425957203, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement a2b7809 to history. Total: 3
th(0)=-0.5182989425957203;dx=-4.624381439064256E-7
New Minimum: -0.5182989425957203 > -0.5722423866391182
END: th(251350.71383705328)=-0.5722423866391182; dx=-3.982514044779058E-7 evalInputDelta=0.0539434440433979
Fitness changed from -0.5182989425957203 to -0.5722423866391182
Iteration 13 complete. Error: -0.5722423866391182 Total: 25.8774; Orientation: 0.0612; Line Search: 17.2914
Adding measurement 19b7cf4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.274e+03, gradient 6.444e-04, dot -0.663; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5722423866391182, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 19b7cf4a to history. Total: 3
th(0)=-0.5722423866391182;dx=-4.1530496819831984E-7
New Minimum: -0.5722423866391182 > -0.6719860434532166
END: th(541518.6972548246)=-0.6719860434532166; dx=-3.3308287547439405E-7 evalInputDelta=0.09974365681409836
Fitness changed from -0.5722423866391182 to -0.6719860434532166
Iteration 14 complete. Error: -0.6719860434532166 Total: 25.8456; Orientation: 0.0608; Line Search: 17.2428
Adding measurement 4a702154 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.377e+03, gradient 6.404e-04, dot -0.655; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6719860434532166, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 4a702154 to history. Total: 3
th(0)=-0.6719860434532166;dx=-4.101005521739399E-7
New Minimum: -0.6719860434532166 > -0.8035705983638763
END: th(1166666.6666666674)=-0.8035705983638763; dx=-8.51339733576684E-8 evalInputDelta=0.1315845549106598
Fitness changed from -0.6719860434532166 to -0.8035705983638763
Iteration 15 complete. Error: -0.8035705983638763 Total: 26.2995; Orientation: 0.0614; Line Search: 17.7148
Adding measurement 41f39ef7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.589e+02, gradient 1.220e-03, dot -0.209; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8035705983638763, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 41f39ef7 to history. Total: 3
th(0)=-0.8035705983638763;dx=-1.4880516448801508E-6
Armijo: th(2513507.138370533)=0.24455992132425308; dx=1.1356764144654636E-6 evalInputDelta=-1.0481305196881294
Armijo: th(1256753.5691852665)=-0.41513439640402794; dx=9.52784391585707E-7 evalInputDelta=-0.3884362019598484
New Minimum: -0.8035705983638763 > -0.8262955658137798
WOLF (strong): th(418917.85639508883)=-0.8262955658137798; dx=8.245038407599224E-7 evalInputDelta=0.022724967449903488
New Minimum: -0.8262955658137798 > -0.8593837656080723
END: th(104729.46409877221)=-0.8593837656080723; dx=-6.660451634682079E-7 evalInputDelta=0.05581316724419594
Fitness changed from -0.8035705983638763 to -0.8593837656080723
Iteration 16 complete. Error: -0.8593837656080723 Total: 51.5939; Orientation: 0.0612; Line Search: 42.9031
Adding measurement 30bdc001 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.256e+03, gradient 6.836e-04, dot -0.489; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8593837656080723, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 30bdc001 to history. Total: 3
th(0)=-0.8593837656080723;dx=-4.6736425284693383E-7
New Minimum: -0.8593837656080723 > -0.9011133126914501
END: th(225632.7905228436)=-0.9011133126914501; dx=-2.7609344282336613E-7 evalInputDelta=0.04172954708337784
Fitness changed from -0.8593837656080723 to -0.9011133126914501
Iteration 17 complete. Error: -0.9011133126914501 Total: 25.4231; Orientation: 0.0614; Line Search: 16.9213
Adding measurement f4e302f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.435e+03, gradient 5.590e-04, dot -0.647; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9011133126914501, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement f4e302f to history. Total: 3
th(0)=-0.9011133126914501;dx=-3.1247574657362345E-7
New Minimum: -0.9011133126914501 > -0.9653004072606564
END: th(486111.11111111153)=-0.9653004072606564; dx=-2.2078680586217002E-7 evalInputDelta=0.06418709456920624
Fitness changed from -0.9011133126914501 to -0.9653004072606564
Iteration 18 complete. Error: -0.9653004072606564 Total: 25.7119; Orientation: 0.0604; Line Search: 17.0399
Adding measurement 613e043d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.372e+03, gradient 5.619e-04, dot -0.593; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9653004072606564, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 613e043d to history. Total: 3
th(0)=-0.9653004072606564;dx=-3.157487176403147E-7
New Minimum: -0.9653004072606564 > -1.0406052321195602
END: th(1047294.6409877222)=-1.0406052321195602; dx=-2.895786267516979E-8 evalInputDelta=0.07530482485890388
Fitness changed from -0.9653004072606564 to -1.0406052321195602
Iteration 19 complete. Error: -1.0406052321195602 Total: 25.3105; Orientation: 0.0601; Line Search: 16.8570
Adding measurement 53eb3330 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.832e+03, gradient 1.085e-03, dot -0.348; [a753fa4d-44cd-4ef9-97e0-17148fe890c2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0406052321195602, 1.9289505854249, 2.9750263653695583, 2.975041624158621
LBFGS Accumulation History: 3 points
Removed measurement 53eb3330 to history. Total: 3
th(0)=-1.0406052321195602;dx=-1.1774737999719204E-6
Armijo: th(2256327.9052284365)=1.415500320494175; dx=3.2787288621672606E-6 evalInputDelta=-2.456105552613735
Armijo: th(1128163.9526142182)=-0.3611532784998417; dx=2.755428582473773E-6 evalInputDelta=-0.6794519536197186
New Minimum: -1.0406052321195602 > -1.078175887465477
WOLF (strong): th(376054.6508714061)=-1.078175887465477; dx=7.165768421771052E-7 evalInputDelta=0.03757065534591675
New Minimum: -1.078175887465477 > -1.084211889654398
END: th(94013.66271785152)=-1.084211889654398; dx=-6.774343033015858E-7 evalInputDelta=0.04360665753483772
Fitness changed from -1.0406052321195602 to -1.084211889654398
Iteration 20 complete. Error: -1.084211889654398 Total: 52.0855; Orientation: 0.0619; Line Search: 42.8221
Final threshold in iteration 21: -1.084211889654398 (> -Infinity) after 731.277s (< 5400.000s)
