Reset training subject: 6255398833575
Reset training subject: 6269576706733
Adding measurement 3505116a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.6266338005661964;dx=-5.508309039619615E-7
New Minimum: -1.6266338005661964 > -1.6266350597143173
END: th(2.154434690031884)=-1.6266350597143173; dx=-4.930493369778683E-7 evalInputDelta=1.259148120880127E-6
Fitness changed from -1.6266338005661964 to -1.6266350597143173
Iteration 1 complete. Error: -1.6266350597143173 Total: 99.1727; Orientation: 0.0208; Line Search: 42.2626
Adding measurement 14418594 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.6266350597143173;dx=-4.824702906823789E-7
New Minimum: -1.6266350597143173 > -1.6266380585730076
WOLFE (weak): th(4.641588833612779)=-1.6266380585730076; dx=-4.951683351004977E-7 evalInputDelta=2.998858690261841E-6
New Minimum: -1.6266380585730076 > -1.6266408786177635
WOLFE (weak): th(9.283177667225559)=-1.6266408786177635; dx=-4.728878606333471E-7 evalInputDelta=5.81890344619751E-6
New Minimum: -1.6266408786177635 > -1.6266526244580746
WOLFE (weak): th(27.849533001676676)=-1.6266526244580746; dx=-4.869386957214331E-7 evalInputDelta=1.7564743757247925E-5
New Minimum: -1.6266526244580746 > -1.6267053186893463
WOLFE (weak): th(111.3981320067067)=-1.6267053186893463; dx=-4.890449347372385E-7 evalInputDelta=7.02589750289917E-5
New Minimum: -1.6267053186893463 > -1.6269864849746227
WOLFE (weak): th(556.9906600335335)=-1.6269864849746227; dx=-4.90952941515329E-7 evalInputDelta=3.5142526030540466E-4
New Minimum: -1.6269864849746227 > -1.628742653876543
WOLFE (weak): th(3341.9439602012008)=-1.628742653876543; dx=-4.835218065484473E-7 evalInputDelta=0.0021075941622257233
New Minimum: -1.628742653876543 > -1.6413406617939472
WOLFE (weak): th(23393.607721408407)=-1.6413406617939472; dx=-4.916920579456931E-7 evalInputDelta=0.014705602079629898
New Minimum: -1.6413406617939472 > -1.7407674714922905
WOLFE (weak): th(187148.86177126726)=-1.7407674714922905; dx=-4.5692862626656105E-7 evalInputDelta=0.11413241177797318
New Minimum: -1.7407674714922905 > -2.354213148355484
END: th(1684339.7559414054)=-2.354213148355484; dx=-1.880819130717095E-7 evalInputDelta=0.7275780886411667
Fitness changed from -1.6266350597143173 to -2.354213148355484
Iteration 2 complete. Error: -2.354213148355484 Total: 232.6219; Orientation: 0.0214; Line Search: 211.4119
Adding measurement 7b8be811 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.354213148355484;dx=-1.855218717014157E-7
New Minimum: -2.354213148355484 > -2.9256117716431618
END: th(3628800.0000000005)=-2.9256117716431618; dx=-6.934158622058466E-8 evalInputDelta=0.5713986232876778
Fitness changed from -2.354213148355484 to -2.9256117716431618
Iteration 3 complete. Error: -2.9256117716431618 Total: 61.5032; Orientation: 0.0200; Line Search: 40.6409
Adding measurement e630d74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.272e+03, gradient 2.711e-04, dot -0.562; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9256117716431618, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement e630d74 to history. Total: 3
th(0)=-2.9256117716431618;dx=-6.833987491901846E-8
New Minimum: -2.9256117716431618 > -3.298583012074232
END: th(7818012.603187701)=-3.298583012074232; dx=-1.5296155972166726E-8 evalInputDelta=0.37297124043107033
Fitness changed from -2.9256117716431618 to -3.298583012074232
Iteration 4 complete. Error: -3.298583012074232 Total: 61.6351; Orientation: 0.5079; Line Search: 40.7525
Adding measurement 20cecfda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.936e+02, gradient 2.421e-04, dot -0.308; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.298583012074232, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 20cecfda to history. Total: 3
th(0)=-3.298583012074232;dx=-5.205771358837915E-8
Armijo: th(1.6843397559414055E7)=-3.1626413464546204; dx=2.2201919382346983E-8 evalInputDelta=-0.13594166561961174
New Minimum: -3.298583012074232 > -3.369271732866764
WOLF (strong): th(8421698.779707028)=-3.369271732866764; dx=1.4785110000326457E-8 evalInputDelta=0.07068872079253197
New Minimum: -3.369271732866764 > -3.401575192809105
END: th(2807232.926569009)=-3.401575192809105; dx=-8.899473757203839E-9 evalInputDelta=0.10299218073487282
Fitness changed from -3.298583012074232 to -3.401575192809105
Iteration 5 complete. Error: -3.401575192809105 Total: 102.4588; Orientation: 0.5153; Line Search: 81.5317
Adding measurement 479bb826 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.248e+02, gradient 1.627e-04, dot -0.443; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.401575192809105, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 479bb826 to history. Total: 3
th(0)=-3.401575192809105;dx=-2.4531964044403716E-8
New Minimum: -3.401575192809105 > -3.4965258985757828
END: th(6048000.000000001)=-3.4965258985757828; dx=-1.979429464086259E-9 evalInputDelta=0.09495070576667786
Fitness changed from -3.401575192809105 to -3.4965258985757828
Iteration 6 complete. Error: -3.4965258985757828 Total: 61.6788; Orientation: 0.5217; Line Search: 40.7700
Adding measurement 4b0ed199 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.128e+02, gradient 2.287e-04, dot -0.267; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4965258985757828, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 4b0ed199 to history. Total: 3
th(0)=-3.4965258985757828;dx=-4.883514523308E-8
Armijo: th(1.3030021005312836E7)=-3.0839392207562923; dx=4.317702138786221E-8 evalInputDelta=-0.41258667781949043
Armijo: th(6515010.502656418)=-3.4243469797074795; dx=3.696155877623862E-8 evalInputDelta=-0.0721789188683033
New Minimum: -3.4965258985757828 > -3.5488047301769257
WOLF (strong): th(2171670.167552139)=-3.5488047301769257; dx=2.140357754657523E-9 evalInputDelta=0.05227883160114288
END: th(542917.5418880348)=-3.522279303520918; dx=-3.197809199187571E-8 evalInputDelta=0.025753404945135117
Fitness changed from -3.4965258985757828 to -3.5488047301769257
Iteration 7 complete. Error: -3.5488047301769257 Total: 123.0676; Orientation: 0.8135; Line Search: 101.8330
Adding measurement 2d20fcf9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.066e+03, gradient 1.472e-04, dot -0.458; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5488047301769257, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 2d20fcf9 to history. Total: 3
th(0)=-3.5488047301769257;dx=-2.0036195135922038E-8
New Minimum: -3.5488047301769257 > -3.571091439574957
END: th(1169680.3860704205)=-3.571091439574957; dx=-1.1389409701602871E-8 evalInputDelta=0.022286709398031235
Fitness changed from -3.5488047301769257 to -3.571091439574957
Iteration 8 complete. Error: -3.571091439574957 Total: 62.1933; Orientation: 0.5265; Line Search: 41.2620
Adding measurement 3f83d85c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.030e+03, gradient 1.063e-04, dot -0.617; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.571091439574957, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 3f83d85c to history. Total: 3
th(0)=-3.571091439574957;dx=-9.894982097051044E-9
New Minimum: -3.571091439574957 > -3.5996814966201782
WOLFE (weak): th(2520000.0000000005)=-3.5996814966201782; dx=-9.061590632627139E-9 evalInputDelta=0.02859005704522133
New Minimum: -3.5996814966201782 > -3.6232657060027122
END: th(5040000.000000001)=-3.6232657060027122; dx=-7.265652168732792E-9 evalInputDelta=0.052174266427755356
Fitness changed from -3.571091439574957 to -3.6232657060027122
Iteration 9 complete. Error: -3.6232657060027122 Total: 82.1633; Orientation: 0.5060; Line Search: 61.2779
Adding measurement 27a528e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.321e+02, gradient 1.082e-04, dot -0.531; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6232657060027122, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 27a528e8 to history. Total: 3
th(0)=-3.6232657060027122;dx=-9.822777763351606E-9
New Minimum: -3.6232657060027122 > -3.6762664411216974
WOLF (strong): th(1.0858350837760696E7)=-3.6762664411216974; dx=2.789225606013804E-9 evalInputDelta=0.053000735118985176
END: th(5429175.418880348)=-3.6722063794732094; dx=-1.5844234434829472E-9 evalInputDelta=0.04894067347049713
Fitness changed from -3.6232657060027122 to -3.6762664411216974
Iteration 10 complete. Error: -3.6762664411216974 Total: 82.2803; Orientation: 0.5132; Line Search: 61.2118
Adding measurement 7cb4a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.048e+03, gradient 2.613e-04, dot -0.207; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6762664411216974, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 7cb4a7 to history. Total: 3
th(0)=-3.6762664411216974;dx=-6.080561996769445E-8
Armijo: th(1.1696803860704206E7)=-2.716638443991542; dx=1.1400027071471476E-7 evalInputDelta=-0.9596279971301556
Armijo: th(5848401.930352103)=-3.509885849431157; dx=8.125303335127185E-8 evalInputDelta=-0.1663805916905403
New Minimum: -3.6762664411216974 > -3.7464261408895254
WOLF (strong): th(1949467.3101173677)=-3.7464261408895254; dx=2.1707881556681223E-9 evalInputDelta=0.07015969976782799
END: th(487366.8275293419)=-3.7087228894233704; dx=-4.485661776608945E-8 evalInputDelta=0.032456448301672935
Fitness changed from -3.6762664411216974 to -3.7464261408895254
Iteration 11 complete. Error: -3.7464261408895254 Total: 123.2538; Orientation: 0.5037; Line Search: 102.3594
Adding measurement 2a1a8f33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.239e+02, gradient 9.433e-05, dot -0.492; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7464261408895254, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 2a1a8f33 to history. Total: 3
th(0)=-3.7464261408895254;dx=-7.748374318141829E-9
New Minimum: -3.7464261408895254 > -3.758352793753147
END: th(1050000.0000000002)=-3.758352793753147; dx=-6.511783372099823E-9 evalInputDelta=0.011926652863621712
Fitness changed from -3.7464261408895254 to -3.758352793753147
Iteration 12 complete. Error: -3.758352793753147 Total: 61.9380; Orientation: 0.5210; Line Search: 40.8885
Adding measurement 7b85df41 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.777e+02, gradient 8.180e-05, dot -0.579; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.758352793753147, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 7b85df41 to history. Total: 3
th(0)=-3.758352793753147;dx=-6.087608887925826E-9
New Minimum: -3.758352793753147 > -3.774546902626753
END: th(2262156.4245334785)=-3.774546902626753; dx=-5.445321270263153E-9 evalInputDelta=0.016194108873605728
Fitness changed from -3.758352793753147 to -3.774546902626753
Iteration 13 complete. Error: -3.774546902626753 Total: 62.0267; Orientation: 0.7683; Line Search: 40.8765
Adding measurement 3b9acdfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.907e+02, gradient 7.714e-05, dot -0.603; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.774546902626753, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 3b9acdfb to history. Total: 3
th(0)=-3.774546902626753;dx=-5.210973158674239E-9
New Minimum: -3.774546902626753 > -3.815524250268936
END: th(4873668.275293419)=-3.815524250268936; dx=-4.59250357710905E-9 evalInputDelta=0.040977347642183304
Fitness changed from -3.774546902626753 to -3.815524250268936
Iteration 14 complete. Error: -3.815524250268936 Total: 61.6554; Orientation: 0.5060; Line Search: 40.7401
Adding measurement 1f56204 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.025e+03, gradient 7.333e-05, dot -0.620; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.815524250268936, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 1f56204 to history. Total: 3
th(0)=-3.815524250268936;dx=-4.651922708225374E-9
New Minimum: -3.815524250268936 > -3.866420239210129
END: th(1.0500000000000004E7)=-3.866420239210129; dx=-3.252426835180966E-9 evalInputDelta=0.05089598894119263
Fitness changed from -3.815524250268936 to -3.866420239210129
Iteration 15 complete. Error: -3.866420239210129 Total: 61.8694; Orientation: 0.7390; Line Search: 40.7289
Adding measurement 15fb7152 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.854e+02, gradient 7.791e-05, dot -0.477; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.866420239210129, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 15fb7152 to history. Total: 3
th(0)=-3.866420239210129;dx=-5.0932506726378945E-9
Armijo: th(2.262156424533479E7)=-3.818676447495818; dx=3.4868419710373397E-9 evalInputDelta=-0.047743791714310646
New Minimum: -3.866420239210129 > -3.870802216231823
WOLF (strong): th(1.1310782122667395E7)=-3.870802216231823; dx=1.170404718133186E-9 evalInputDelta=0.004381977021694183
New Minimum: -3.870802216231823 > -3.877725465223193
END: th(3770260.7075557983)=-3.877725465223193; dx=-2.481509480856624E-9 evalInputDelta=0.011305226013064384
Fitness changed from -3.866420239210129 to -3.877725465223193
Iteration 16 complete. Error: -3.877725465223193 Total: 102.5342; Orientation: 0.5353; Line Search: 81.5998
Adding measurement 45246abb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.054e+03, gradient 7.211e-05, dot -0.560; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.877725465223193, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 45246abb to history. Total: 3
th(0)=-3.877725465223193;dx=-4.820822702450878E-9
New Minimum: -3.877725465223193 > -3.9076030552387238
WOLF (strong): th(8122780.458822368)=-3.9076030552387238; dx=1.7297983642647527E-9 evalInputDelta=0.029877590015530586
END: th(4061390.229411184)=-3.9013570193201303; dx=-1.3026069711650786E-9 evalInputDelta=0.02363155409693718
Fitness changed from -3.877725465223193 to -3.9076030552387238
Iteration 17 complete. Error: -3.9076030552387238 Total: 82.2232; Orientation: 0.5135; Line Search: 61.2894
Adding measurement 44a1ff9c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.953e+02, gradient 1.589e-04, dot -0.199; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9076030552387238, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 44a1ff9c to history. Total: 3
th(0)=-3.9076030552387238;dx=-2.2346254585233012E-8
Armijo: th(8750000.000000006)=-3.7264180071651936; dx=4.010881188991167E-8 evalInputDelta=-0.1811850480735302
Armijo: th(4375000.000000003)=-3.8956445958465338; dx=2.2972921548260446E-8 evalInputDelta=-0.01195845939218998
New Minimum: -3.9076030552387238 > -3.930820558220148
END: th(1458333.3333333342)=-3.930820558220148; dx=-3.758558070891061E-9 evalInputDelta=0.02321750298142433
Fitness changed from -3.9076030552387238 to -3.930820558220148
Iteration 18 complete. Error: -3.930820558220148 Total: 102.4065; Orientation: 0.5159; Line Search: 81.4675
Adding measurement 2bd0f0fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.637e+02, gradient 6.264e-05, dot -0.559; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.930820558220148, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 2bd0f0fe to history. Total: 3
th(0)=-3.930820558220148;dx=-3.242378541598033E-9
New Minimum: -3.930820558220148 > -3.9433078058063984
END: th(3141883.9229631657)=-3.9433078058063984; dx=-2.6882125771336484E-9 evalInputDelta=0.012487247586250305
Fitness changed from -3.930820558220148 to -3.9433078058063984
Iteration 19 complete. Error: -3.9433078058063984 Total: 61.9720; Orientation: 0.5192; Line Search: 40.7422
Adding measurement 756a1731 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.018e+03, gradient 5.798e-05, dot -0.617; [bbe32181-22ab-4b29-927c-43252defe8e2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9433078058063984, -2.354213148355484, -1.6266350597143173, -1.6266338005661964
LBFGS Accumulation History: 3 points
Removed measurement 756a1731 to history. Total: 3
th(0)=-3.9433078058063984;dx=-2.8636629691116814E-9
New Minimum: -3.9433078058063984 > -3.9703660905361176
END: th(6768983.715685307)=-3.9703660905361176; dx=-2.4489381285944524E-9 evalInputDelta=0.027058284729719162
Fitness changed from -3.9433078058063984 to -3.9703660905361176
Iteration 20 complete. Error: -3.9703660905361176 Total: 61.8939; Orientation: 0.5710; Line Search: 40.9227
Final threshold in iteration 21: -3.9703660905361176 (> -Infinity) after 1750.549s (< 5400.000s)
