Reset training subject: 1191289797483400
Reset training subject: 1191346012201600
Adding measurement 2c080bf5 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.4163739412323362;dx=-3.043947723451124E-7
New Minimum: 1.4163739412323362 > 1.4163737160284018
WOLFE (weak): th(2.154434690031884)=1.4163737160284018; dx=-2.997683473290183E-7 evalInputDelta=2.252039343897394E-7
New Minimum: 1.4163737160284018 > 1.4163734285624048
WOLFE (weak): th(4.308869380063768)=1.4163734285624048; dx=-2.9976861374955765E-7 evalInputDelta=5.126699313962035E-7
New Minimum: 1.4163734285624048 > 1.416372559951121
WOLFE (weak): th(12.926608140191302)=1.416372559951121; dx=-2.9976803100480617E-7 evalInputDelta=1.3812812151847709E-6
New Minimum: 1.416372559951121 > 1.416368479503614
WOLFE (weak): th(51.70643256076521)=1.416368479503614; dx=-2.9976713037393165E-7 evalInputDelta=5.461728722178094E-6
New Minimum: 1.416368479503614 > 1.416347170630387
WOLFE (weak): th(258.53216280382605)=1.416347170630387; dx=-2.997631030007115E-7 evalInputDelta=2.6770601949221984E-5
New Minimum: 1.416347170630387 > 1.4162142083646032
WOLFE (weak): th(1551.1929768229563)=1.4162142083646032; dx=-2.997345981901681E-7 evalInputDelta=1.5973286773296458E-4
New Minimum: 1.4162142083646032 > 1.4152565169380136
WOLFE (weak): th(10858.350837760694)=1.4152565169380136; dx=-2.9949299745348334E-7 evalInputDelta=0.0011174242943225998
New Minimum: 1.4152565169380136 > 1.4074828552282155
WOLFE (weak): th(86866.80670208555)=1.4074828552282155; dx=-2.976552522485828E-7 evalInputDelta=0.008891086004120696
New Minimum: 1.4074828552282155 > 1.3402552767729867
WOLFE (weak): th(781801.26031877)=1.3402552767729867; dx=-2.808212075247051E-7 evalInputDelta=0.07611866445934945
New Minimum: 1.3402552767729867 > 0.9712734715066944
END: th(7818012.6031877)=0.9712734715066944; dx=-1.4995274547695644E-7 evalInputDelta=0.44510046972564177
Fitness changed from 1.4163739412323362 to 0.9712734715066944
Iteration 1 complete. Error: 0.9712734715066944 Total: 763.0246; Orientation: 0.0484; Line Search: 599.6366
Iteration 1
Adding measurement 544f5414 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.9712734715066944;dx=-1.67587248155317E-7
New Minimum: 0.9712734715066944 > 0.6940876303220386
END: th(1.684339755941405E7)=0.6940876303220386; dx=-6.255124999652842E-8 evalInputDelta=0.27718584118465583
Fitness changed from 0.9712734715066944 to 0.6940876303220386
Iteration 2 complete. Error: 0.6940876303220386 Total: 161.9205; Orientation: 0.0486; Line Search: 108.0010
Iteration 2
Adding measurement 118e3554 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6940876303220386;dx=-1.1612611723062271E-7
Armijo: th(3.6288E7)=0.9319105652024339; dx=-2.2566073046022726E-8 evalInputDelta=-0.2378229348803953
New Minimum: 0.6940876303220386 > 0.5658205239902917
END: th(1.8144E7)=0.5658205239902917; dx=-4.967937214417067E-8 evalInputDelta=0.12826710633174687
Fitness changed from 0.6940876303220386 to 0.5658205239902917
Iteration 3 complete. Error: 0.5658205239902917 Total: 219.2206; Orientation: 0.0476; Line Search: 165.4326
Iteration 3
Adding measurement 36353a95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.389e+04, gradient 2.907e-04, dot -0.807; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4163739412323362, 0.9712734715066944, 0.6940876303220386, 0.5658205239902917
LBFGS Accumulation History: 3 points
Removed measurement 2c080bf5 to history. Total: 4
th(0)=0.5658205239902917;dx=-8.449986279728115E-8
Armijo: th(3.90900630159385E7)=0.8285070253320199; dx=-2.278984345287941E-8 evalInputDelta=-0.2626865013417282
New Minimum: 0.5658205239902917 > 0.4935444161860469
END: th(1.954503150796925E7)=0.4935444161860469; dx=-4.134629274768854E-8 evalInputDelta=0.07227610780424482
Fitness changed from 0.5658205239902917 to 0.4935444161860469
Iteration 4 complete. Error: 0.4935444161860469 Total: 219.6554; Orientation: 1.4928; Line Search: 163.8499
Iteration 4
Adding measurement 648cfdc8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.671e+04, gradient 2.555e-04, dot -0.820; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9712734715066944, 0.6940876303220386, 0.5658205239902917, 0.4935444161860469
LBFGS Accumulation History: 3 points
Removed measurement 544f5414 to history. Total: 4
th(0)=0.4935444161860469;dx=-6.525482779197066E-8
Armijo: th(4.210849389853513E7)=0.7759032952814386; dx=-2.058989677792792E-8 evalInputDelta=-0.28235887909539176
New Minimum: 0.4935444161860469 > 0.44927220657533684
END: th(2.1054246949267566E7)=0.44927220657533684; dx=-3.526205770734103E-8 evalInputDelta=0.044272209610710045
Fitness changed from 0.4935444161860469 to 0.44927220657533684
Iteration 5 complete. Error: 0.44927220657533684 Total: 219.2524; Orientation: 1.4813; Line Search: 163.4718
Iteration 5
Adding measurement 1a8b3791 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.026e+04, gradient 2.431e-04, dot -0.797; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6940876303220386, 0.5658205239902917, 0.4935444161860469, 0.44927220657533684
LBFGS Accumulation History: 3 points
Removed measurement 118e3554 to history. Total: 4
th(0)=0.44927220657533684;dx=-5.9099945914723564E-8
Armijo: th(4.536000000000001E7)=0.7168801284722383; dx=-1.8702752128068668E-8 evalInputDelta=-0.2676079218969014
New Minimum: 0.44927220657533684 > 0.40618225810208797
END: th(2.2680000000000004E7)=0.40618225810208797; dx=-2.942211101737268E-8 evalInputDelta=0.043089948473248874
Fitness changed from 0.44927220657533684 to 0.40618225810208797
Iteration 6 complete. Error: 0.40618225810208797 Total: 217.6149; Orientation: 1.4669; Line Search: 162.9540
Adding measurement 307680d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.827e+04, gradient 2.232e-04, dot -0.791; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5658205239902917, 0.4935444161860469, 0.44927220657533684, 0.40618225810208797
LBFGS Accumulation History: 3 points
Removed measurement 36353a95 to history. Total: 4
th(0)=0.40618225810208797;dx=-4.979767293975175E-8
Armijo: th(4.8862578769923136E7)=0.7432006611415369; dx=-1.0838417091224748E-8 evalInputDelta=-0.33701840303944897
New Minimum: 0.40618225810208797 > 0.38243874608737194
END: th(2.4431289384961568E7)=0.38243874608737194; dx=-2.347429667860121E-8 evalInputDelta=0.02374351201471603
Fitness changed from 0.40618225810208797 to 0.38243874608737194
Iteration 7 complete. Error: 0.38243874608737194 Total: 217.9475; Orientation: 1.5022; Line Search: 163.0000
Adding measurement 2e1e02b8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.541e+04, gradient 2.306e-04, dot -0.717; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.4935444161860469, 0.44927220657533684, 0.40618225810208797, 0.38243874608737194
LBFGS Accumulation History: 3 points
Removed measurement 648cfdc8 to history. Total: 4
th(0)=0.38243874608737194;dx=-5.318783566254564E-8
Armijo: th(5.263561737316893E7)=0.8366517968279796; dx=-3.498627944353188E-10 evalInputDelta=-0.4542130507406077
New Minimum: 0.38243874608737194 > 0.380439611224169
END: th(2.6317808686584465E7)=0.380439611224169; dx=-1.0610889499662682E-8 evalInputDelta=0.0019991348632029116
Fitness changed from 0.38243874608737194 to 0.380439611224169
Iteration 8 complete. Error: 0.380439611224169 Total: 218.5927; Orientation: 1.4825; Line Search: 163.4405
Adding measurement 6d0beb62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.001e+04, gradient 2.502e-04, dot -0.616; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.44927220657533684, 0.40618225810208797, 0.38243874608737194, 0.380439611224169
LBFGS Accumulation History: 3 points
Removed measurement 1a8b3791 to history. Total: 4
th(0)=0.380439611224169;dx=-6.258908596784298E-8
Armijo: th(5.670000000000002E7)=0.9466719038515935; dx=-1.7434589151707166E-9 evalInputDelta=-0.5662322926274245
Armijo: th(2.835000000000001E7)=0.4711875357974039; dx=9.91343943475103E-11 evalInputDelta=-0.09074792457323488
New Minimum: 0.380439611224169 > 0.2809511130503608
END: th(9450000.000000004)=0.2809511130503608; dx=-2.5455911050687376E-8 evalInputDelta=0.09948849817380823
Fitness changed from 0.380439611224169 to 0.2809511130503608
Iteration 9 complete. Error: 0.2809511130503608 Total: 272.5014; Orientation: 1.5190; Line Search: 217.2722
Adding measurement 7767c18d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.654e+03, gradient 1.816e-04, dot -0.838; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.40618225810208797, 0.38243874608737194, 0.380439611224169, 0.2809511130503608
LBFGS Accumulation History: 3 points
Removed measurement 307680d8 to history. Total: 4
th(0)=0.2809511130503608;dx=-3.296299817211371E-8
New Minimum: 0.2809511130503608 > 0.2171415629007034
END: th(2.035940782080131E7)=0.2171415629007034; dx=-2.0388358544888773E-8 evalInputDelta=0.06380955014965739
Fitness changed from 0.2809511130503608 to 0.2171415629007034
Iteration 10 complete. Error: 0.2171415629007034 Total: 164.3290; Orientation: 1.5388; Line Search: 109.2802
Iteration 10
Adding measurement 1fc93e75 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.813e+04, gradient 1.642e-04, dot -0.867; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.38243874608737194, 0.380439611224169, 0.2809511130503608, 0.2171415629007034
LBFGS Accumulation History: 3 points
Removed measurement 2e1e02b8 to history. Total: 4
th(0)=0.2171415629007034;dx=-2.6954005885579427E-8
Armijo: th(4.3863014477640785E7)=0.30094237746477515; dx=-1.0049082249099263E-8 evalInputDelta=-0.08380081456407174
New Minimum: 0.2171415629007034 > 0.16914923196150078
END: th(2.1931507238820393E7)=0.16914923196150078; dx=-1.633025580946358E-8 evalInputDelta=0.04799233093920263
Fitness changed from 0.2171415629007034 to 0.16914923196150078
Iteration 11 complete. Error: 0.16914923196150078 Total: 217.4762; Orientation: 1.4926; Line Search: 161.2971
Adding measurement 4465567c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.500e+04, gradient 1.604e-04, dot -0.811; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.380439611224169, 0.2809511130503608, 0.2171415629007034, 0.16914923196150078
LBFGS Accumulation History: 3 points
Removed measurement 6d0beb62 to history. Total: 4
th(0)=0.16914923196150078;dx=-2.571894403608373E-8
Armijo: th(4.725000000000003E7)=0.2733758306144479; dx=-6.545797208999486E-9 evalInputDelta=-0.10422659865294714
New Minimum: 0.16914923196150078 > 0.13030029889683536
END: th(2.3625000000000015E7)=0.13030029889683536; dx=-1.157027971772673E-8 evalInputDelta=0.038848933064665414
Fitness changed from 0.16914923196150078 to 0.13030029889683536
Iteration 12 complete. Error: 0.13030029889683536 Total: 220.7199; Orientation: 1.4910; Line Search: 164.6245
Adding measurement 1f24fb1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.676e+03, gradient 1.562e-04, dot -0.747; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2809511130503608, 0.2171415629007034, 0.16914923196150078, 0.13030029889683536
LBFGS Accumulation History: 3 points
Removed measurement 7767c18d to history. Total: 4
th(0)=0.13030029889683536;dx=-2.4413362105637527E-8
Armijo: th(5.089851955200329E7)=0.3448901101229335; dx=-3.786595266971565E-10 evalInputDelta=-0.21458981122609816
New Minimum: 0.13030029889683536 > 0.12331372795781703
END: th(2.5449259776001643E7)=0.12331372795781703; dx=-5.874332753441532E-9 evalInputDelta=0.006986570939018333
Fitness changed from 0.13030029889683536 to 0.12331372795781703
Iteration 13 complete. Error: 0.12331372795781703 Total: 218.5450; Orientation: 1.4845; Line Search: 162.4621
Adding measurement 34cc0bac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.299e+03, gradient 1.937e-04, dot -0.578; [579d444f-0591-419b-8d3b-42e4aeb60712 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2171415629007034, 0.16914923196150078, 0.13030029889683536, 0.12331372795781703
LBFGS Accumulation History: 3 points
Removed measurement 1fc93e75 to history. Total: 4
th(0)=0.12331372795781703;dx=-3.751776033908871E-8
Armijo: th(5.482876809705099E7)=0.570436372571089; dx=1.906330416890803E-8 evalInputDelta=-0.447122644613272
Armijo: th(2.7414384048525494E7)=0.16326516491552723; dx=8.45372863880593E-9 evalInputDelta=-0.039951436957710196
New Minimum: 0.12331372795781703 > 0.05893717587472702
END: th(9138128.016175164)=0.05893717587472702; dx=-1.372861229486474E-8 evalInputDelta=0.06437655208309001
Fitness changed from 0.12331372795781703 to 0.05893717587472702
Iteration 14 complete. Error: 0.05893717587472702 Total: 272.8153; Orientation: 1.4818; Line Search: 218.6908
Final threshold in iteration 14: 0.05893717587472702 (> -Infinity) after 3603.615s (< 3600.000s)