Reset training subject: 548232669515799
Reset training subject: 548268089189299
Adding measurement 1a2f3610 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.3536747694015503;dx=-6.574634832333887E-8
New Minimum: -1.3536747694015503 > -1.3536748215556145
WOLFE (weak): th(2.154434690031884)=-1.3536748215556145; dx=-7.685756158007823E-8 evalInputDelta=5.21540641784668E-8
New Minimum: -1.3536748215556145 > -1.353675201535225
WOLFE (weak): th(4.308869380063768)=-1.353675201535225; dx=-7.695308883264751E-8 evalInputDelta=4.3213367462158203E-7
New Minimum: -1.353675201535225 > -1.3536769524216652
WOLFE (weak): th(12.926608140191302)=-1.3536769524216652; dx=-7.637267869530691E-8 evalInputDelta=2.1830201148986816E-6
New Minimum: -1.3536769524216652 > -1.3536833450198174
WOLFE (weak): th(51.70643256076521)=-1.3536833450198174; dx=-7.649319077527517E-8 evalInputDelta=8.575618267059326E-6
New Minimum: -1.3536833450198174 > -1.3537174463272095
WOLFE (weak): th(258.53216280382605)=-1.3537174463272095; dx=-7.589152542676627E-8 evalInputDelta=4.267692565917969E-5
New Minimum: -1.3537174463272095 > -1.3539308309555054
WOLFE (weak): th(1551.1929768229563)=-1.3539308309555054; dx=-7.634453311921826E-8 evalInputDelta=2.560615539550781E-4
New Minimum: -1.3539308309555054 > -1.3554664254188538
WOLFE (weak): th(10858.350837760694)=-1.3554664254188538; dx=-7.689342934661143E-8 evalInputDelta=0.0017916560173034668
New Minimum: -1.3554664254188538 > -1.3679737821221352
WOLFE (weak): th(86866.80670208555)=-1.3679737821221352; dx=-7.377761040417245E-8 evalInputDelta=0.01429901272058487
New Minimum: -1.3679737821221352 > -1.478390321135521
WOLFE (weak): th(781801.26031877)=-1.478390321135521; dx=-7.15894966626913E-8 evalInputDelta=0.12471555173397064
New Minimum: -1.478390321135521 > -2.1452657878398895
END: th(7818012.6031877)=-2.1452657878398895; dx=-2.603168079770963E-8 evalInputDelta=0.7915910184383392
Fitness changed from -1.3536747694015503 to -2.1452657878398895
Iteration 1 complete. Error: -2.1452657878398895 Total: 485.0151; Orientation: 0.0460; Line Search: 380.2219
Adding measurement de62c14 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.1452657878398895;dx=-3.6747668402354215E-8
New Minimum: -2.1452657878398895 > -2.7590557262301445
END: th(1.684339755941405E7)=-2.7590557262301445; dx=-6.207043185205635E-9 evalInputDelta=0.613789938390255
Fitness changed from -2.1452657878398895 to -2.7590557262301445
Iteration 2 complete. Error: -2.7590557262301445 Total: 104.2983; Orientation: 0.0463; Line Search: 70.5129
Adding measurement d075e22 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.7590557262301445;dx=-1.7096042094207074E-8
New Minimum: -2.7590557262301445 > -3.0974850729107857
WOLF (strong): th(3.6288E7)=-3.0974850729107857; dx=9.525588120952036E-10 evalInputDelta=0.3384293466806412
END: th(1.8144E7)=-3.09632770717144; dx=-3.4629460580307792E-9 evalInputDelta=0.3372719809412956
Fitness changed from -2.7590557262301445 to -3.0974850729107857
Iteration 3 complete. Error: -3.0974850729107857 Total: 141.2986; Orientation: 0.0456; Line Search: 104.5069
Adding measurement 4fe2a756 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.731e+03, gradient 1.325e-04, dot -0.494; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0974850729107857, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 4fe2a756 to history. Total: 3
th(0)=-3.0974850729107857;dx=-1.7437002589087397E-8
New Minimum: -3.0974850729107857 > -3.135845363140106
WOLF (strong): th(3.90900630159385E7)=-3.135845363140106; dx=4.955190248989479E-9 evalInputDelta=0.038360290229320526
New Minimum: -3.135845363140106 > -3.284839626401663
WOLF (strong): th(1.954503150796925E7)=-3.284839626401663; dx=1.5712804734295431E-9 evalInputDelta=0.18735455349087715
END: th(6515010.502656416)=-3.252382606267929; dx=-7.296566213628232E-9 evalInputDelta=0.1548975333571434
Fitness changed from -3.0974850729107857 to -3.284839626401663
Iteration 4 complete. Error: -3.284839626401663 Total: 174.0206; Orientation: 0.6845; Line Search: 138.8099
Adding measurement 61ddad42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.835e+03, gradient 1.204e-04, dot -0.537; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.284839626401663, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 61ddad42 to history. Total: 3
th(0)=-3.284839626401663;dx=-1.3733626068738966E-8
New Minimum: -3.284839626401663 > -3.4108851328492165
WOLF (strong): th(1.4036164632845044E7)=-3.4108851328492165; dx=2.6463966470518977E-9 evalInputDelta=0.12604550644755363
END: th(7018082.316422522)=-3.4014954082667828; dx=-3.577409855103136E-9 evalInputDelta=0.11665578186511993
Fitness changed from -3.284839626401663 to -3.4108851328492165
Iteration 5 complete. Error: -3.4108851328492165 Total: 140.5965; Orientation: 0.7102; Line Search: 102.6988
Adding measurement 147263e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.680e+03, gradient 8.924e-05, dot -0.474; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4108851328492165, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 147263e9 to history. Total: 3
th(0)=-3.4108851328492165;dx=-7.745241695131318E-9
New Minimum: -3.4108851328492165 > -3.495019670575857
WOLF (strong): th(1.5120000000000002E7)=-3.495019670575857; dx=9.448999741327227E-10 evalInputDelta=0.0841345377266407
END: th(7560000.000000001)=-3.486752536147833; dx=-2.604841928804283E-9 evalInputDelta=0.07586740329861641
Fitness changed from -3.4108851328492165 to -3.495019670575857
Iteration 6 complete. Error: -3.495019670575857 Total: 138.0404; Orientation: 0.6755; Line Search: 102.1801
Adding measurement 5ef41992 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.404e+03, gradient 7.070e-05, dot -0.500; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.495019670575857, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 5ef41992 to history. Total: 3
th(0)=-3.495019670575857;dx=-4.826681840768091E-9
New Minimum: -3.495019670575857 > -3.5660201758146286
WOLF (strong): th(1.6287526256641043E7)=-3.5660201758146286; dx=1.724898759480818E-10 evalInputDelta=0.07100050523877144
END: th(8143763.128320522)=-3.548988237977028; dx=-1.8865631149595563E-9 evalInputDelta=0.05396856740117073
Fitness changed from -3.495019670575857 to -3.5660201758146286
Iteration 7 complete. Error: -3.5660201758146286 Total: 137.6253; Orientation: 0.6985; Line Search: 102.2808
Adding measurement 7ea0b18d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.872e+03, gradient 5.808e-05, dot -0.533; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5660201758146286, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 7ea0b18d to history. Total: 3
th(0)=-3.5660201758146286;dx=-3.2760466519486496E-9
New Minimum: -3.5660201758146286 > -3.6156268790364265
WOLF (strong): th(1.754520579105631E7)=-3.6156268790364265; dx=8.558054309805178E-12 evalInputDelta=0.04960670322179794
END: th(8772602.895528154)=-3.6051616221666336; dx=-1.3873242096067373E-9 evalInputDelta=0.039141446352005005
Fitness changed from -3.5660201758146286 to -3.6156268790364265
Iteration 8 complete. Error: -3.6156268790364265 Total: 138.1644; Orientation: 0.7430; Line Search: 103.3758
Adding measurement 4768f62d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.655e+03, gradient 5.343e-05, dot -0.532; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6156268790364265, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 4768f62d to history. Total: 3
th(0)=-3.6156268790364265;dx=-2.326563517616169E-9
New Minimum: -3.6156268790364265 > -3.6665415428578854
WOLF (strong): th(1.8900000000000007E7)=-3.6665415428578854; dx=8.079148043175376E-12 evalInputDelta=0.050914663821458817
END: th(9450000.000000004)=-3.6528711393475533; dx=-1.2766267254480922E-9 evalInputDelta=0.03724426031112671
Fitness changed from -3.6156268790364265 to -3.6665415428578854
Iteration 9 complete. Error: -3.6665415428578854 Total: 140.1696; Orientation: 0.9495; Line Search: 104.7917
Adding measurement 102a091f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.683e+03, gradient 4.964e-05, dot -0.517; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6665415428578854, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 102a091f to history. Total: 3
th(0)=-3.6665415428578854;dx=-2.210299608905523E-9
New Minimum: -3.6665415428578854 > -3.7056973055005074
WOLF (strong): th(2.035940782080131E7)=-3.7056973055005074; dx=1.3778389119908543E-10 evalInputDelta=0.039155762642621994
END: th(1.0179703910400655E7)=-3.698664154857397; dx=-7.868845483561973E-10 evalInputDelta=0.03212261199951172
Fitness changed from -3.6665415428578854 to -3.7056973055005074
Iteration 10 complete. Error: -3.7056973055005074 Total: 138.3951; Orientation: 0.7326; Line Search: 103.1003
Adding measurement 2b3e5097 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.691e+03, gradient 4.903e-05, dot -0.513; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7056973055005074, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 2b3e5097 to history. Total: 3
th(0)=-3.7056973055005074;dx=-2.396073796983459E-9
New Minimum: -3.7056973055005074 > -3.744291201233864
WOLF (strong): th(2.1931507238820393E7)=-3.744291201233864; dx=4.718290134822166E-10 evalInputDelta=0.038593895733356476
END: th(1.0965753619410196E7)=-3.739154204726219; dx=-8.057738250161054E-10 evalInputDelta=0.03345689922571182
Fitness changed from -3.7056973055005074 to -3.744291201233864
Iteration 11 complete. Error: -3.744291201233864 Total: 140.5253; Orientation: 0.6950; Line Search: 104.7392
Adding measurement 7ed9e0fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.832e+03, gradient 5.138e-05, dot -0.474; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.744291201233864, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 7ed9e0fb to history. Total: 3
th(0)=-3.744291201233864;dx=-2.6351210457364347E-9
New Minimum: -3.744291201233864 > -3.766218224540353
WOLF (strong): th(2.3625000000000015E7)=-3.766218224540353; dx=9.373692099059728E-10 evalInputDelta=0.02192702330648899
New Minimum: -3.766218224540353 > -3.775066666305065
END: th(1.1812500000000007E7)=-3.775066666305065; dx=-3.24333036928733E-10 evalInputDelta=0.030775465071201324
Fitness changed from -3.744291201233864 to -3.775066666305065
Iteration 12 complete. Error: -3.775066666305065 Total: 139.0876; Orientation: 0.6941; Line Search: 103.2764
Adding measurement 55c2e473 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.754e+03, gradient 3.125e-05, dot -0.651; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.775066666305065, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 55c2e473 to history. Total: 3
th(0)=-3.775066666305065;dx=-8.720065348057706E-10
New Minimum: -3.775066666305065 > -3.8104448784142733
END: th(2.5449259776001643E7)=-3.8104448784142733; dx=-4.923699890604452E-10 evalInputDelta=0.03537821210920811
Fitness changed from -3.775066666305065 to -3.8104448784142733
Iteration 13 complete. Error: -3.8104448784142733 Total: 102.4662; Orientation: 0.7126; Line Search: 65.7018
Adding measurement aeaa160 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.779e+03, gradient 3.172e-05, dot -0.609; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8104448784142733, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement aeaa160 to history. Total: 3
th(0)=-3.8104448784142733;dx=-9.508787614298716E-10
New Minimum: -3.8104448784142733 > -3.8410752415657043
END: th(5.482876809705099E7)=-3.8410752415657043; dx=-3.7393721675727754E-11 evalInputDelta=0.030630363151431084
Fitness changed from -3.8104448784142733 to -3.8410752415657043
Iteration 14 complete. Error: -3.8410752415657043 Total: 103.5278; Orientation: 0.7239; Line Search: 67.8781
Adding measurement 68e5b170 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.563e+03, gradient 5.254e-05, dot -0.402; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8410752415657043, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 68e5b170 to history. Total: 3
th(0)=-3.8410752415657043;dx=-2.6984425524355357E-9
Armijo: th(1.0E8)=-3.3547548837959766; dx=3.6991061728366308E-9 evalInputDelta=-0.4863203577697277
Armijo: th(5.0E7)=-3.759706400334835; dx=3.0490647255719988E-9 evalInputDelta=-0.0813688412308693
New Minimum: -3.8410752415657043 > -3.8798839785158634
WOLF (strong): th(1.6666666666666666E7)=-3.8798839785158634; dx=1.088470857677674E-10 evalInputDelta=0.03880873695015907
END: th(4166666.6666666665)=-3.858739545568824; dx=-1.615925966410495E-9 evalInputDelta=0.01766430400311947
Fitness changed from -3.8410752415657043 to -3.8798839785158634
Iteration 15 complete. Error: -3.8798839785158634 Total: 204.1027; Orientation: 0.6982; Line Search: 168.6015
Adding measurement 4147524d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.621e+03, gradient 3.516e-05, dot -0.479; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8798839785158634, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 4147524d to history. Total: 3
th(0)=-3.8798839785158634;dx=-1.1920925849758256E-9
New Minimum: -3.8798839785158634 > -3.894745636731386
END: th(8976811.208466182)=-3.894745636731386; dx=-5.662638741127373E-10 evalInputDelta=0.014861658215522766
Fitness changed from -3.8798839785158634 to -3.894745636731386
Iteration 16 complete. Error: -3.894745636731386 Total: 103.5384; Orientation: 0.6761; Line Search: 67.9486
Adding measurement 219e2b64 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.582e+03, gradient 2.497e-05, dot -0.610; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.894745636731386, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 219e2b64 to history. Total: 3
th(0)=-3.894745636731386;dx=-5.82641372691992E-10
New Minimum: -3.894745636731386 > -3.9144058115780354
END: th(1.933995347338658E7)=-3.9144058115780354; dx=-4.822333821354853E-10 evalInputDelta=0.01966017484664917
Fitness changed from -3.894745636731386 to -3.9144058115780354
Iteration 17 complete. Error: -3.9144058115780354 Total: 103.3446; Orientation: 0.7737; Line Search: 68.6776
Adding measurement 3eb5e65d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.649e+03, gradient 2.281e-05, dot -0.649; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9144058115780354, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 3eb5e65d to history. Total: 3
th(0)=-3.9144058115780354;dx=-4.125411382435076E-10
New Minimum: -3.9144058115780354 > -3.9460257552564144
END: th(4.1666666666666664E7)=-3.9460257552564144; dx=-3.069614593039442E-10 evalInputDelta=0.03161994367837906
Fitness changed from -3.9144058115780354 to -3.9460257552564144
Iteration 18 complete. Error: -3.9460257552564144 Total: 100.8954; Orientation: 0.6731; Line Search: 69.2769
Adding measurement 17b9ab87 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.630e+03, gradient 2.371e-05, dot -0.587; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9460257552564144, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 17b9ab87 to history. Total: 3
th(0)=-3.9460257552564144;dx=-5.490200982860576E-10
New Minimum: -3.9460257552564144 > -3.9726516623049974
END: th(8.976811208466183E7)=-3.9726516623049974; dx=-3.3288867310683824E-11 evalInputDelta=0.02662590704858303
Fitness changed from -3.9460257552564144 to -3.9726516623049974
Iteration 19 complete. Error: -3.9726516623049974 Total: 102.6469; Orientation: 0.6757; Line Search: 67.2568
Adding measurement 35937c38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.184e+03, gradient 4.167e-05, dot -0.343; [42926dff-d4f7-4e6a-a9a8-6c3f81e7025d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9726516623049974, -2.7590557262301445, -2.1452657878398895, -1.3536747694015503
LBFGS Accumulation History: 3 points
Removed measurement 35937c38 to history. Total: 3
th(0)=-3.9726516623049974;dx=-1.3909349136052731E-9
Armijo: th(1.0E8)=-3.8114727437496185; dx=1.7464523227618236E-9 evalInputDelta=-0.16117891855537891
New Minimum: -3.9726516623049974 > -3.980801520869136
WOLF (strong): th(5.0E7)=-3.980801520869136; dx=9.611744696302548E-10 evalInputDelta=0.008149858564138412
New Minimum: -3.980801520869136 > -4.004071993753314
END: th(1.6666666666666666E7)=-4.004071993753314; dx=-3.6528626276726457E-10 evalInputDelta=0.031420331448316574
Fitness changed from -3.9726516623049974 to -4.004071993753314
Iteration 20 complete. Error: -4.004071993753314 Total: 172.5052; Orientation: 0.6860; Line Search: 137.2581
Final threshold in iteration 21: -4.004071993753314 (> -Infinity) after 3010.264s (< 5400.000s)
