Reset training subject: 81957436091800
Reset training subject: 81959950321100
Adding measurement 2ae4da94 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.20938262436539;dx=-9.616688658210328E-6
New Minimum: 9.20938262436539 > 9.209353601559997
WOLFE (weak): th(2.154434690031884)=9.209353601559997; dx=-9.619690747110478E-6 evalInputDelta=2.9022805392742157E-5
New Minimum: 9.209353601559997 > 9.209324710071087
WOLFE (weak): th(4.308869380063768)=9.209324710071087; dx=-9.620110277541198E-6 evalInputDelta=5.791429430246353E-5
New Minimum: 9.209324710071087 > 9.209208746440709
WOLFE (weak): th(12.926608140191302)=9.209208746440709; dx=-9.624101179964002E-6 evalInputDelta=1.7387792468070984E-4
New Minimum: 9.209208746440709 > 9.20868686772883
WOLFE (weak): th(51.70643256076521)=9.20868686772883; dx=-9.638136494786145E-6 evalInputDelta=6.957566365599632E-4
New Minimum: 9.20868686772883 > 9.205887989141047
WOLFE (weak): th(258.53216280382605)=9.205887989141047; dx=-9.7112417812205E-6 evalInputDelta=0.003494635224342346
New Minimum: 9.205887989141047 > 9.187844786792994
WOLFE (weak): th(1551.1929768229563)=9.187844786792994; dx=-1.032678662651938E-5 evalInputDelta=0.0215378375723958
New Minimum: 9.187844786792994 > 9.034507070668042
WOLFE (weak): th(10858.350837760694)=9.034507070668042; dx=-1.2814633653238102E-5 evalInputDelta=0.17487555369734764
New Minimum: 9.034507070668042 > 8.029626745730639
END: th(86866.80670208555)=8.029626745730639; dx=-7.0385939812266846E-6 evalInputDelta=1.1797558786347508
Fitness changed from 9.20938262436539 to 8.029626745730639
Iteration 1 complete. Error: 8.029626745730639 Total: 28.8654; Orientation: 0.0032; Line Search: 21.6366
Adding measurement 7be677a6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.029626745730639;dx=-3.181338267186287E-5
New Minimum: 8.029626745730639 > 5.892386808991432
END: th(187148.86177126726)=5.892386808991432; dx=-4.579244004807609E-6 evalInputDelta=2.1372399367392063
Fitness changed from 8.029626745730639 to 5.892386808991432
Iteration 2 complete. Error: 5.892386808991432 Total: 7.4177; Orientation: 0.0016; Line Search: 4.6235
Adding measurement 1f664c31 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.892386808991432;dx=-1.815339092749359E-5
New Minimum: 5.892386808991432 > 3.6703700125217438
END: th(403200.00000000006)=3.6703700125217438; dx=-2.6697158564589025E-6 evalInputDelta=2.2220167964696884
Fitness changed from 5.892386808991432 to 3.6703700125217438
Iteration 3 complete. Error: 3.6703700125217438 Total: 7.1854; Orientation: 0.0016; Line Search: 4.7358
Adding measurement 6a0b8f6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.202e+04, gradient 2.393e-03, dot -0.336; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6703700125217438, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 6a0b8f6e to history. Total: 3
th(0)=3.6703700125217438;dx=-5.7263187678427424E-6
New Minimum: 3.6703700125217438 > 1.5911254733800888
END: th(868668.0670208557)=1.5911254733800888; dx=-1.0389789329921707E-6 evalInputDelta=2.079244539141655
Fitness changed from 3.6703700125217438 to 1.5911254733800888
Iteration 4 complete. Error: 1.5911254733800888 Total: 7.1775; Orientation: 0.0238; Line Search: 4.7197
Adding measurement 6bc7b144 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.383e+03, gradient 1.712e-03, dot -0.175; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5911254733800888, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 6bc7b144 to history. Total: 3
th(0)=1.5911254733800888;dx=-2.930857441483363E-6
New Minimum: 1.5911254733800888 > 0.9557085782289505
WOLF (strong): th(1871488.617712673)=0.9557085782289505; dx=2.8837752303047765E-8 evalInputDelta=0.6354168951511383
END: th(935744.3088563365)=1.0373908430337906; dx=-1.3749008616967197E-7 evalInputDelta=0.5537346303462982
Fitness changed from 1.5911254733800888 to 0.9557085782289505
Iteration 5 complete. Error: 0.9557085782289505 Total: 9.9100; Orientation: 0.0240; Line Search: 6.9518
Adding measurement 4bd7af76 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.656e+03, gradient 1.756e-03, dot -0.062; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9557085782289505, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 4bd7af76 to history. Total: 3
th(0)=0.9557085782289505;dx=-3.083067563522486E-6
New Minimum: 0.9557085782289505 > 0.855871856212616
WOLF (strong): th(2016000.0000000007)=0.855871856212616; dx=7.305796111902788E-7 evalInputDelta=0.09983672201633453
New Minimum: 0.855871856212616 > 0.014985233545303345
WOLF (strong): th(1008000.0000000003)=0.014985233545303345; dx=5.368996677674388E-7 evalInputDelta=0.9407233446836472
END: th(336000.0000000001)=0.07517123222351074; dx=-1.359821153269932E-6 evalInputDelta=0.8805373460054398
Fitness changed from 0.9557085782289505 to 0.014985233545303345
Iteration 6 complete. Error: 0.014985233545303345 Total: 11.6124; Orientation: 0.0232; Line Search: 9.2537
Adding measurement 450152d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.108e+02, gradient 1.667e-03, dot -0.128; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.014985233545303345, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 450152d4 to history. Total: 3
th(0)=0.014985233545303345;dx=-2.779674775852971E-6
New Minimum: 0.014985233545303345 > -0.056725166738033295
WOLF (strong): th(723890.0558507132)=-0.056725166738033295; dx=8.946393077990962E-7 evalInputDelta=0.07171040028333664
New Minimum: -0.056725166738033295 > -0.3779934197664261
WOLF (strong): th(361945.0279253566)=-0.3779934197664261; dx=3.566130365648966E-7 evalInputDelta=0.39297865331172943
END: th(120648.34264178552)=-0.2732669785618782; dx=-1.319922175872067E-6 evalInputDelta=0.28825221210718155
Fitness changed from 0.014985233545303345 to -0.3779934197664261
Iteration 7 complete. Error: -0.3779934197664261 Total: 11.5129; Orientation: 0.0244; Line Search: 9.1718
Adding measurement 6e027007 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.064e+03, gradient 8.660e-04, dot -0.198; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3779934197664261, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 6e027007 to history. Total: 3
th(0)=-0.3779934197664261;dx=-7.498357292434326E-7
New Minimum: -0.3779934197664261 > -0.5511562451720238
END: th(259928.9746823157)=-0.5511562451720238; dx=-4.400128843891332E-7 evalInputDelta=0.1731628254055977
Fitness changed from -0.3779934197664261 to -0.5511562451720238
Iteration 8 complete. Error: -0.5511562451720238 Total: 6.9690; Orientation: 0.0225; Line Search: 4.5914
Adding measurement 505b273d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.427e+03, gradient 6.039e-04, dot -0.234; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5511562451720238, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 505b273d to history. Total: 3
th(0)=-0.5511562451720238;dx=-3.6464968720667223E-7
New Minimum: -0.5511562451720238 > -0.7379471212625504
END: th(560000.0000000002)=-0.7379471212625504; dx=-2.5765781468222586E-7 evalInputDelta=0.18679087609052658
Fitness changed from -0.5511562451720238 to -0.7379471212625504
Iteration 9 complete. Error: -0.7379471212625504 Total: 7.0131; Orientation: 0.0229; Line Search: 4.6766
Adding measurement 54b81ce2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.841e+03, gradient 5.329e-04, dot -0.212; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7379471212625504, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 54b81ce2 to history. Total: 3
th(0)=-0.7379471212625504;dx=-2.839021759482087E-7
New Minimum: -0.7379471212625504 > -1.0134511888027191
END: th(1206483.4264178555)=-1.0134511888027191; dx=-1.5025246643694974E-7 evalInputDelta=0.27550406754016876
Fitness changed from -0.7379471212625504 to -1.0134511888027191
Iteration 10 complete. Error: -1.0134511888027191 Total: 7.0872; Orientation: 0.0273; Line Search: 4.7169
Adding measurement 5703a6aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.311e+03, gradient 5.996e-04, dot -0.224; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0134511888027191, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 5703a6aa to history. Total: 3
th(0)=-1.0134511888027191;dx=-3.5946675584239323E-7
Armijo: th(2599289.7468231576)=0.7555927038192749; dx=1.1582115214885783E-6 evalInputDelta=-1.769043892621994
Armijo: th(1299644.8734115788)=-0.7976364344358444; dx=5.942402923420625E-7 evalInputDelta=-0.2158147543668747
New Minimum: -1.0134511888027191 > -1.1106438636779785
END: th(433214.9578038596)=-1.1106438636779785; dx=-7.30634591934076E-8 evalInputDelta=0.0971926748752594
Fitness changed from -1.0134511888027191 to -1.1106438636779785
Iteration 11 complete. Error: -1.1106438636779785 Total: 12.4942; Orientation: 0.0281; Line Search: 10.1246
Adding measurement 7e4632cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.318e+03, gradient 5.056e-04, dot -0.178; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1106438636779785, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 7e4632cb to history. Total: 3
th(0)=-1.1106438636779785;dx=-2.556191955779938E-7
New Minimum: -1.1106438636779785 > -1.230735369026661
END: th(933333.333333334)=-1.230735369026661; dx=-1.2224514756929992E-8 evalInputDelta=0.1200915053486824
Fitness changed from -1.1106438636779785 to -1.230735369026661
Iteration 12 complete. Error: -1.230735369026661 Total: 7.0056; Orientation: 0.0225; Line Search: 4.6205
Adding measurement 252a3b0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.365e+03, gradient 7.040e-04, dot -0.192; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.230735369026661, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 252a3b0b to history. Total: 3
th(0)=-1.230735369026661;dx=-4.953586533018191E-7
Armijo: th(2010805.7106964262)=0.6287603080272675; dx=1.5451384256837997E-6 evalInputDelta=-1.8594956770539284
Armijo: th(1005402.8553482131)=-1.000684604048729; dx=8.479469583816962E-7 evalInputDelta=-0.23005076497793198
New Minimum: -1.230735369026661 > -1.3388072550296783
END: th(335134.28511607106)=-1.3388072550296783; dx=-9.84353447337964E-8 evalInputDelta=0.10807188600301743
Fitness changed from -1.230735369026661 to -1.3388072550296783
Iteration 13 complete. Error: -1.3388072550296783 Total: 11.5137; Orientation: 0.0227; Line Search: 9.1649
Adding measurement 6fb5671a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.535e+03, gradient 3.935e-04, dot -0.246; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3388072550296783, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 6fb5671a to history. Total: 3
th(0)=-1.3388072550296783;dx=-1.5482006862772996E-7
New Minimum: -1.3388072550296783 > -1.4438517168164253
END: th(722024.9296730995)=-1.4438517168164253; dx=-1.2199463269194965E-7 evalInputDelta=0.10504446178674698
Fitness changed from -1.3388072550296783 to -1.4438517168164253
Iteration 14 complete. Error: -1.4438517168164253 Total: 7.0223; Orientation: 0.0247; Line Search: 4.6682
Adding measurement fee6412 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.730e+03, gradient 3.850e-04, dot -0.273; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4438517168164253, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement fee6412 to history. Total: 3
th(0)=-1.4438517168164253;dx=-1.4816467920209698E-7
New Minimum: -1.4438517168164253 > -1.5603982880711555
END: th(1555555.555555557)=-1.5603982880711555; dx=-1.3829694389128707E-8 evalInputDelta=0.11654657125473022
Fitness changed from -1.4438517168164253 to -1.5603982880711555
Iteration 15 complete. Error: -1.5603982880711555 Total: 6.9357; Orientation: 0.0227; Line Search: 4.5920
Adding measurement 2de571ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.727e+02, gradient 8.058e-04, dot -0.091; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5603982880711555, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 2de571ee to history. Total: 3
th(0)=-1.5603982880711555;dx=-6.491394936860325E-7
Armijo: th(3351342.851160711)=-0.09342893213033676; dx=2.768868226868747E-7 evalInputDelta=-1.4669693559408188
Armijo: th(1675671.4255803556)=-0.8944159746170044; dx=5.641678772662549E-7 evalInputDelta=-0.6659823134541512
New Minimum: -1.5603982880711555 > -1.6153990849852562
WOLF (strong): th(558557.1418601185)=-1.6153990849852562; dx=3.383499875987164E-7 evalInputDelta=0.05500079691410065
New Minimum: -1.6153990849852562 > -1.6410099864006042
END: th(139639.28546502962)=-1.6410099864006042; dx=-3.0582725279267854E-7 evalInputDelta=0.0806116983294487
Fitness changed from -1.5603982880711555 to -1.6410099864006042
Iteration 16 complete. Error: -1.6410099864006042 Total: 14.0170; Orientation: 0.0224; Line Search: 11.6955
Adding measurement 11f61ed4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.342e+02, gradient 4.298e-04, dot -0.161; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6410099864006042, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 11f61ed4 to history. Total: 3
th(0)=-1.6410099864006042;dx=-1.8468045955523508E-7
New Minimum: -1.6410099864006042 > -1.6884994581341743
END: th(300843.72069712484)=-1.6884994581341743; dx=-9.088690995511166E-8 evalInputDelta=0.0474894717335701
Fitness changed from -1.6410099864006042 to -1.6884994581341743
Iteration 17 complete. Error: -1.6884994581341743 Total: 6.9713; Orientation: 0.0247; Line Search: 4.6301
Adding measurement 29eccee9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.381e+03, gradient 3.222e-04, dot -0.268; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6884994581341743, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 29eccee9 to history. Total: 3
th(0)=-1.6884994581341743;dx=-1.0379540347051459E-7
New Minimum: -1.6884994581341743 > -1.75303166359663
END: th(648148.1481481488)=-1.75303166359663; dx=-9.06578452531622E-8 evalInputDelta=0.06453220546245575
Fitness changed from -1.6884994581341743 to -1.75303166359663
Iteration 18 complete. Error: -1.75303166359663 Total: 7.0461; Orientation: 0.0223; Line Search: 4.6795
Adding measurement 224dc1ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.178e+03, gradient 3.179e-04, dot -0.244; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.75303166359663, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 224dc1ec to history. Total: 3
th(0)=-1.75303166359663;dx=-1.0103493529469791E-7
New Minimum: -1.75303166359663 > -1.873462188988924
END: th(1396392.8546502965)=-1.873462188988924; dx=-6.231868937550674E-8 evalInputDelta=0.12043052539229393
Fitness changed from -1.75303166359663 to -1.873462188988924
Iteration 19 complete. Error: -1.873462188988924 Total: 6.9513; Orientation: 0.0242; Line Search: 4.6446
Adding measurement 4e672106 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.554e+03, gradient 3.950e-04, dot -0.230; [9390ee8e-578e-4a9a-9539-8c88d35b2774 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.873462188988924, 5.892386808991432, 8.029626745730639, 9.20938262436539
LBFGS Accumulation History: 3 points
Removed measurement 4e672106 to history. Total: 3
th(0)=-1.873462188988924;dx=-1.5596230323520172E-7
Armijo: th(3008437.206971249)=-0.7826748825609684; dx=6.634100217102766E-7 evalInputDelta=-1.0907873064279556
Armijo: th(1504218.6034856245)=-1.7334230616688728; dx=2.9073728596035417E-7 evalInputDelta=-0.1400391273200512
New Minimum: -1.873462188988924 > -1.9172818064689636
END: th(501406.20116187487)=-1.9172818064689636; dx=-2.2669531471799684E-8 evalInputDelta=0.0438196174800396
Fitness changed from -1.873462188988924 to -1.9172818064689636
Iteration 20 complete. Error: -1.9172818064689636 Total: 12.7769; Orientation: 0.0233; Line Search: 10.4244
Final threshold in iteration 21: -1.9172818064689636 (> -Infinity) after 197.485s (< 5400.000s)
