Reset training subject: 3250628311676
Reset training subject: 3256870978722
Adding measurement 41e28bea to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.7240294963121414;dx=-1.7578246639365424E-6
New Minimum: 3.7240294963121414 > 3.724025145173073
END: th(2.154434690031884)=3.724025145173073; dx=-1.5186666549738477E-6 evalInputDelta=4.351139068603516E-6
Fitness changed from 3.7240294963121414 to 3.724025145173073
Iteration 1 complete. Error: 3.724025145173073 Total: 31.1547; Orientation: 0.0092; Line Search: 12.3059
Adding measurement 4476991d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.724025145173073;dx=-1.497223840834906E-6
New Minimum: 3.724025145173073 > 3.7240161448717117
WOLFE (weak): th(4.641588833612779)=3.7240161448717117; dx=-1.530874515773023E-6 evalInputDelta=9.000301361083984E-6
New Minimum: 3.7240161448717117 > 3.7240068838000298
WOLFE (weak): th(9.283177667225559)=3.7240068838000298; dx=-1.5156674275383117E-6 evalInputDelta=1.8261373043060303E-5
New Minimum: 3.7240068838000298 > 3.723970413208008
WOLFE (weak): th(27.849533001676676)=3.723970413208008; dx=-1.5127854505793033E-6 evalInputDelta=5.473196506500244E-5
New Minimum: 3.723970413208008 > 3.723805546760559
WOLFE (weak): th(111.3981320067067)=3.723805546760559; dx=-1.4970176836217149E-6 evalInputDelta=2.195984125137329E-4
New Minimum: 3.723805546760559 > 3.722926825284958
WOLFE (weak): th(556.9906600335335)=3.722926825284958; dx=-1.526407080000373E-6 evalInputDelta=0.0010983198881149292
New Minimum: 3.722926825284958 > 3.7174412682652473
WOLFE (weak): th(3341.9439602012008)=3.7174412682652473; dx=-1.5438279480772847E-6 evalInputDelta=0.00658387690782547
New Minimum: 3.7174412682652473 > 3.678255021572113
WOLFE (weak): th(23393.607721408407)=3.678255021572113; dx=-1.4708580726664372E-6 evalInputDelta=0.04577012360095978
New Minimum: 3.678255021572113 > 3.3797067254781723
END: th(187148.86177126726)=3.3797067254781723; dx=-1.2884812051228013E-6 evalInputDelta=0.3443184196949005
Fitness changed from 3.724025145173073 to 3.3797067254781723
Iteration 2 complete. Error: 3.3797067254781723 Total: 61.2774; Orientation: 0.0139; Line Search: 55.1727
Adding measurement 18009800 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.3797067254781723;dx=-1.181307738834025E-6
New Minimum: 3.3797067254781723 > 2.8502346575260162
END: th(403200.00000000006)=2.8502346575260162; dx=-8.78179626930949E-7 evalInputDelta=0.5294720679521561
Fitness changed from 3.3797067254781723 to 2.8502346575260162
Iteration 3 complete. Error: 2.8502346575260162 Total: 18.2250; Orientation: 0.0170; Line Search: 12.1339
Adding measurement 4d291aff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.925e+03, gradient 9.635e-04, dot -0.820; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8502346575260162, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 4d291aff to history. Total: 3
th(0)=2.8502346575260162;dx=-8.467277242776521E-7
New Minimum: 2.8502346575260162 > 2.1392941549420357
END: th(868668.0670208557)=2.1392941549420357; dx=-4.413608517854931E-7 evalInputDelta=0.7109405025839806
Fitness changed from 2.8502346575260162 to 2.1392941549420357
Iteration 4 complete. Error: 2.1392941549420357 Total: 18.4152; Orientation: 0.2001; Line Search: 12.1381
Adding measurement 479c28ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.119e+03, gradient 7.503e-04, dot -0.633; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1392941549420357, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 479c28ce to history. Total: 3
th(0)=2.1392941549420357;dx=-5.033391439860268E-7
New Minimum: 2.1392941549420357 > 1.4715220779180527
END: th(1871488.617712673)=1.4715220779180527; dx=-1.4215828664773216E-7 evalInputDelta=0.667772077023983
Fitness changed from 2.1392941549420357 to 1.4715220779180527
Iteration 5 complete. Error: 1.4715220779180527 Total: 19.0005; Orientation: 0.1913; Line Search: 12.1422
Adding measurement 66c1afd3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.665e+02, gradient 6.281e-04, dot -0.437; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4715220779180527, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 66c1afd3 to history. Total: 3
th(0)=1.4715220779180527;dx=-3.5521945772557633E-7
New Minimum: 1.4715220779180527 > 0.9802338480949402
WOLF (strong): th(4032000.0000000014)=0.9802338480949402; dx=1.505472455766481E-8 evalInputDelta=0.4912882298231125
END: th(2016000.0000000007)=1.0138085931539536; dx=-3.0637271240538585E-8 evalInputDelta=0.4577134847640991
Fitness changed from 1.4715220779180527 to 0.9802338480949402
Iteration 6 complete. Error: 0.9802338480949402 Total: 24.5445; Orientation: 0.2024; Line Search: 18.2469
Adding measurement 77c4a883 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.626e+02, gradient 5.912e-04, dot -0.164; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9802338480949402, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 77c4a883 to history. Total: 3
th(0)=0.9802338480949402;dx=-3.0929944390933586E-7
New Minimum: 0.9802338480949402 > 0.6101197898387909
WOLF (strong): th(4343340.335104279)=0.6101197898387909; dx=5.768511116367752E-8 evalInputDelta=0.3701140582561493
New Minimum: 0.6101197898387909 > 0.5257516503334045
END: th(2171670.1675521396)=0.5257516503334045; dx=-3.386471625481944E-8 evalInputDelta=0.45448219776153564
Fitness changed from 0.9802338480949402 to 0.5257516503334045
Iteration 7 complete. Error: 0.5257516503334045 Total: 24.5931; Orientation: 0.1787; Line Search: 18.3243
Adding measurement a3298a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.165e+02, gradient 4.309e-04, dot -0.290; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5257516503334045, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement a3298a5 to history. Total: 3
th(0)=0.5257516503334045;dx=-1.6146544822227096E-7
New Minimum: 0.5257516503334045 > 0.3497738242149353
WOLF (strong): th(4678721.544281683)=0.3497738242149353; dx=2.8436554712122402E-8 evalInputDelta=0.17597782611846924
New Minimum: 0.3497738242149353 > 0.2978740930557251
END: th(2339360.7721408415)=0.2978740930557251; dx=-1.2032781712458125E-8 evalInputDelta=0.22787755727767944
Fitness changed from 0.5257516503334045 to 0.2978740930557251
Iteration 8 complete. Error: 0.2978740930557251 Total: 25.0517; Orientation: 0.2346; Line Search: 18.1303
Adding measurement 1cc3252b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.435e+02, gradient 3.857e-04, dot -0.334; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2978740930557251, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 1cc3252b to history. Total: 3
th(0)=0.2978740930557251;dx=-1.336675517498059E-7
New Minimum: 0.2978740930557251 > 0.2217407077550888
WOLF (strong): th(5040000.000000002)=0.2217407077550888; dx=2.2487556626432E-8 evalInputDelta=0.07613338530063629
New Minimum: 0.2217407077550888 > 0.14228342473506927
WOLF (strong): th(2520000.000000001)=0.14228342473506927; dx=7.707198491115603E-9 evalInputDelta=0.15559066832065582
END: th(840000.0000000003)=0.18852318823337555; dx=-8.126183916967899E-8 evalInputDelta=0.10935090482234955
Fitness changed from 0.2978740930557251 to 0.14228342473506927
Iteration 9 complete. Error: 0.14228342473506927 Total: 30.6264; Orientation: 0.3371; Line Search: 24.2530
Adding measurement 5b9e645 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.903e+02, gradient 3.886e-04, dot -0.315; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.14228342473506927, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 5b9e645 to history. Total: 3
th(0)=0.14228342473506927;dx=-1.3277363996385593E-7
New Minimum: 0.14228342473506927 > -0.0017740130424499512
WOLF (strong): th(1809725.139626783)=-0.0017740130424499512; dx=1.0201178151731385E-8 evalInputDelta=0.14405743777751923
END: th(904862.5698133915)=0.02563720941543579; dx=-6.151175365614008E-8 evalInputDelta=0.11664621531963348
Fitness changed from 0.14228342473506927 to -0.0017740130424499512
Iteration 10 complete. Error: -0.0017740130424499512 Total: 24.6746; Orientation: 0.1960; Line Search: 18.4179
Adding measurement 982ef46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.569e+02, gradient 3.495e-04, dot -0.349; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0017740130424499512, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 982ef46 to history. Total: 3
th(0)=-0.0017740130424499512;dx=-1.0669364342844638E-7
New Minimum: -0.0017740130424499512 > -0.10445864498615265
WOLF (strong): th(1949467.3101173681)=-0.10445864498615265; dx=2.22520320776805E-8 evalInputDelta=0.1026846319437027
END: th(974733.6550586841)=-0.09649468958377838; dx=-3.220662215596269E-8 evalInputDelta=0.09472067654132843
Fitness changed from -0.0017740130424499512 to -0.10445864498615265
Iteration 11 complete. Error: -0.10445864498615265 Total: 24.5101; Orientation: 0.2563; Line Search: 18.1958
Adding measurement 4d9e6bd4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.614e+02, gradient 3.605e-04, dot -0.323; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.10445864498615265, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 4d9e6bd4 to history. Total: 3
th(0)=-0.10445864498615265;dx=-1.1011905508522055E-7
New Minimum: -0.10445864498615265 > -0.18517017364501953
WOLF (strong): th(2100000.000000001)=-0.18517017364501953; dx=3.9230872680307066E-8 evalInputDelta=0.08071152865886688
New Minimum: -0.18517017364501953 > -0.20012077689170837
END: th(1050000.0000000005)=-0.20012077689170837; dx=-2.522133166967619E-8 evalInputDelta=0.09566213190555573
Fitness changed from -0.10445864498615265 to -0.20012077689170837
Iteration 12 complete. Error: -0.20012077689170837 Total: 24.3902; Orientation: 0.1834; Line Search: 18.1443
Adding measurement 8f87d4c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.239e+02, gradient 2.581e-04, dot -0.464; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20012077689170837, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 8f87d4c to history. Total: 3
th(0)=-0.20012077689170837;dx=-5.5563193374524476E-8
New Minimum: -0.20012077689170837 > -0.27151094377040863
END: th(2262156.424533479)=-0.27151094377040863; dx=-3.7311101865015796E-9 evalInputDelta=0.07139016687870026
Fitness changed from -0.20012077689170837 to -0.27151094377040863
Iteration 13 complete. Error: -0.27151094377040863 Total: 18.9758; Orientation: 0.2440; Line Search: 12.6413
Adding measurement 3d515b14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.777e+02, gradient 3.239e-04, dot -0.325; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27151094377040863, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 3d515b14 to history. Total: 3
th(0)=-0.27151094377040863;dx=-8.711908811542326E-8
Armijo: th(4873668.27529342)=-0.2010069265961647; dx=2.8959296727873633E-8 evalInputDelta=-0.07050401717424393
New Minimum: -0.27151094377040863 > -0.30292972922325134
WOLF (strong): th(2436834.13764671)=-0.30292972922325134; dx=3.273736332219918E-8 evalInputDelta=0.03141878545284271
New Minimum: -0.30292972922325134 > -0.33263540267944336
END: th(812278.0458822367)=-0.33263540267944336; dx=-2.6102650920543482E-8 evalInputDelta=0.06112445890903473
Fitness changed from -0.27151094377040863 to -0.33263540267944336
Iteration 14 complete. Error: -0.33263540267944336 Total: 30.9810; Orientation: 0.1722; Line Search: 24.6951
Adding measurement 66ae2e92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.370e+02, gradient 2.343e-04, dot -0.470; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.33263540267944336, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 66ae2e92 to history. Total: 3
th(0)=-0.33263540267944336;dx=-4.3941073925607E-8
New Minimum: -0.33263540267944336 > -0.36472198367118835
END: th(1750000.000000001)=-0.36472198367118835; dx=-7.0849791160165396E-9 evalInputDelta=0.032086580991744995
Fitness changed from -0.33263540267944336 to -0.36472198367118835
Iteration 15 complete. Error: -0.36472198367118835 Total: 18.4110; Orientation: 0.2431; Line Search: 12.1127
Adding measurement 3c6b0088 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.393e+02, gradient 2.891e-04, dot -0.365; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.36472198367118835, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 3c6b0088 to history. Total: 3
th(0)=-0.36472198367118835;dx=-7.507087641585E-8
Armijo: th(3770260.707555799)=-0.31662704050540924; dx=2.5196807028514893E-8 evalInputDelta=-0.048094943165779114
New Minimum: -0.36472198367118835 > -0.39022141695022583
WOLF (strong): th(1885130.3537778994)=-0.39022141695022583; dx=2.7545139711053637E-8 evalInputDelta=0.025499433279037476
New Minimum: -0.39022141695022583 > -0.4034658372402191
END: th(628376.7845926331)=-0.4034658372402191; dx=-2.2179897988597346E-8 evalInputDelta=0.03874385356903076
Fitness changed from -0.36472198367118835 to -0.4034658372402191
Iteration 16 complete. Error: -0.4034658372402191 Total: 30.8913; Orientation: 0.1846; Line Search: 24.6404
Adding measurement 3c4b1e47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.757e+02, gradient 2.131e-04, dot -0.505; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4034658372402191, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 3c4b1e47 to history. Total: 3
th(0)=-0.4034658372402191;dx=-3.7320566314593735E-8
New Minimum: -0.4034658372402191 > -0.44012975692749023
END: th(1353796.7431370614)=-0.44012975692749023; dx=-1.2082449523168268E-8 evalInputDelta=0.03666391968727112
Fitness changed from -0.4034658372402191 to -0.44012975692749023
Iteration 17 complete. Error: -0.44012975692749023 Total: 18.3336; Orientation: 0.1786; Line Search: 12.0640
Adding measurement 5329b4b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.432e+02, gradient 2.570e-04, dot -0.391; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.44012975692749023, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 5329b4b2 to history. Total: 3
th(0)=-0.44012975692749023;dx=-5.319795229314209E-8
Armijo: th(2916666.666666669)=-0.43554848432540894; dx=1.4952605704165993E-8 evalInputDelta=-0.004581272602081299
New Minimum: -0.44012975692749023 > -0.4643152579665184
WOLF (strong): th(1458333.3333333344)=-0.4643152579665184; dx=8.389948237002609E-9 evalInputDelta=0.024185501039028168
END: th(486111.1111111115)=-0.4626563638448715; dx=-2.3590727724184035E-8 evalInputDelta=0.022526606917381287
Fitness changed from -0.44012975692749023 to -0.4643152579665184
Iteration 18 complete. Error: -0.4643152579665184 Total: 30.5799; Orientation: 0.3527; Line Search: 24.1801
Adding measurement 1deec543 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.357e+02, gradient 2.785e-04, dot -0.349; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4643152579665184, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 1deec543 to history. Total: 3
th(0)=-0.4643152579665184;dx=-6.712366321447347E-8
New Minimum: -0.4643152579665184 > -0.519329696893692
END: th(1047294.6409877221)=-0.519329696893692; dx=-6.25415327252321E-9 evalInputDelta=0.055014438927173615
Fitness changed from -0.4643152579665184 to -0.519329696893692
Iteration 19 complete. Error: -0.519329696893692 Total: 18.6997; Orientation: 0.3232; Line Search: 12.3299
Adding measurement 7bd5a14e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.318e+02, gradient 2.271e-04, dot -0.415; [f223900c-0d35-47dc-bd16-912b37f2cc0a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.519329696893692, 3.3797067254781723, 3.724025145173073, 3.7240294963121414
LBFGS Accumulation History: 3 points
Removed measurement 7bd5a14e to history. Total: 3
th(0)=-0.519329696893692;dx=-4.072687220687222E-8
New Minimum: -0.519329696893692 > -0.5374783053994179
WOLF (strong): th(2256327.905228436)=-0.5374783053994179; dx=1.4799108440476876E-8 evalInputDelta=0.01814860850572586
New Minimum: -0.5374783053994179 > -0.5488096997141838
END: th(1128163.952614218)=-0.5488096997141838; dx=-1.2970133622174197E-9 evalInputDelta=0.02948000282049179
Fitness changed from -0.519329696893692 to -0.5488096997141838
Iteration 20 complete. Error: -0.5488096997141838 Total: 24.4387; Orientation: 0.1961; Line Search: 18.1732
Final threshold in iteration 21: -0.5488096997141838 (> -Infinity) after 517.784s (< 5400.000s)
