Reset training subject: 26628370533700
Reset training subject: 26658502797300
Adding measurement 6f940f52 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.3468807190656662;dx=-1.4115140083684828E-5
New Minimum: 1.3468807190656662 > 1.3468657582998276
WOLFE (weak): th(2.154434690031884)=1.3468657582998276; dx=-1.3771747457451147E-5 evalInputDelta=1.4960765838623047E-5
New Minimum: 1.3468657582998276 > 1.3468511328101158
WOLFE (weak): th(4.308869380063768)=1.3468511328101158; dx=-1.377155402856449E-5 evalInputDelta=2.958625555038452E-5
New Minimum: 1.3468511328101158 > 1.3467918187379837
WOLFE (weak): th(12.926608140191302)=1.3467918187379837; dx=-1.3771586620342548E-5 evalInputDelta=8.890032768249512E-5
New Minimum: 1.3467918187379837 > 1.3465245850384235
WOLFE (weak): th(51.70643256076521)=1.3465245850384235; dx=-1.3771551691804115E-5 evalInputDelta=3.561340272426605E-4
New Minimum: 1.3465245850384235 > 1.345101110637188
WOLFE (weak): th(258.53216280382605)=1.345101110637188; dx=-1.3759397568225625E-5 evalInputDelta=0.001779608428478241
New Minimum: 1.345101110637188 > 1.3362245373427868
WOLFE (weak): th(1551.1929768229563)=1.3362245373427868; dx=-1.3710568224634433E-5 evalInputDelta=0.01065618172287941
New Minimum: 1.3362245373427868 > 1.2732928693294525
WOLFE (weak): th(10858.350837760694)=1.2732928693294525; dx=-1.3324022923236998E-5 evalInputDelta=0.07358784973621368
New Minimum: 1.2732928693294525 > 0.8429710417985916
END: th(86866.80670208555)=0.8429710417985916; dx=-9.137198092001438E-6 evalInputDelta=0.5039096772670746
Fitness changed from 1.3468807190656662 to 0.8429710417985916
Iteration 1 complete. Error: 0.8429710417985916 Total: 390.2762; Orientation: 0.0133; Line Search: 295.1275
Adding measurement 8755574 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.8429710417985916;dx=-8.01198124160675E-6
New Minimum: 0.8429710417985916 > 0.2752000279724598
END: th(187148.86177126726)=0.2752000279724598; dx=-4.063506269777111E-6 evalInputDelta=0.5677710138261318
Fitness changed from 0.8429710417985916 to 0.2752000279724598
Iteration 2 complete. Error: 0.2752000279724598 Total: 97.0583; Orientation: 0.0121; Line Search: 65.9905
Adding measurement 186ae5dd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.2752000279724598;dx=-4.5261130748463125E-6
New Minimum: 0.2752000279724598 > -0.27428798750042915
END: th(403200.00000000006)=-0.27428798750042915; dx=-1.2870721324206148E-6 evalInputDelta=0.549488015472889
Fitness changed from 0.2752000279724598 to -0.27428798750042915
Iteration 3 complete. Error: -0.27428798750042915 Total: 93.5937; Orientation: 0.0118; Line Search: 63.7556
Adding measurement 4ff0d70c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.279e+03, gradient 1.842e-03, dot -0.625; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27428798750042915, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 4ff0d70c to history. Total: 3
th(0)=-0.27428798750042915;dx=-3.3939051058085057E-6
Armijo: th(868668.0670208557)=-0.256264079362154; dx=1.2942581414533614E-6 evalInputDelta=-0.018023908138275146
New Minimum: -0.27428798750042915 > -0.4722752757370472
WOLF (strong): th(434334.03351042786)=-0.4722752757370472; dx=5.534110461325287E-7 evalInputDelta=0.19798728823661804
END: th(144778.01117014262)=-0.44410426914691925; dx=-1.3482058024446236E-6 evalInputDelta=0.1698162816464901
Fitness changed from -0.27428798750042915 to -0.4722752757370472
Iteration 4 complete. Error: -0.4722752757370472 Total: 164.5613; Orientation: 0.1960; Line Search: 131.9668
Adding measurement 2e3d292c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.132e+02, gradient 2.137e-03, dot -0.515; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4722752757370472, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 2e3d292c to history. Total: 3
th(0)=-0.4722752757370472;dx=-4.566791708224476E-6
New Minimum: -0.4722752757370472 > -0.6835095398128033
WOLF (strong): th(311914.76961877884)=-0.6835095398128033; dx=6.788926406195574E-7 evalInputDelta=0.21123426407575607
END: th(155957.38480938942)=-0.6815065331757069; dx=-1.0305091979003422E-6 evalInputDelta=0.20923125743865967
Fitness changed from -0.4722752757370472 to -0.6835095398128033
Iteration 5 complete. Error: -0.6835095398128033 Total: 129.7378; Orientation: 0.1900; Line Search: 95.7605
Adding measurement 2c355dda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.305e+03, gradient 1.654e-03, dot -0.505; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6835095398128033, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 2c355dda to history. Total: 3
th(0)=-0.6835095398128033;dx=-2.734338523431158E-6
New Minimum: -0.6835095398128033 > -0.8546086251735687
WOLF (strong): th(336000.0000000001)=-0.8546086251735687; dx=2.7660995048195255E-7 evalInputDelta=0.17109908536076546
END: th(168000.00000000006)=-0.8327877037227154; dx=-9.003832703492457E-7 evalInputDelta=0.1492781639099121
Fitness changed from -0.6835095398128033 to -0.8546086251735687
Iteration 6 complete. Error: -0.8546086251735687 Total: 130.0584; Orientation: 0.1923; Line Search: 95.9357
Adding measurement 4b30fd38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.266e+02, gradient 1.286e-03, dot -0.512; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8546086251735687, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 4b30fd38 to history. Total: 3
th(0)=-0.8546086251735687;dx=-1.6526722328700438E-6
New Minimum: -0.8546086251735687 > -0.9884312450885773
WOLF (strong): th(361945.0279253566)=-0.9884312450885773; dx=4.484821858233862E-8 evalInputDelta=0.13382261991500854
END: th(180972.5139626783)=-0.9612109400331974; dx=-7.023953345611627E-7 evalInputDelta=0.10660231485962868
Fitness changed from -0.8546086251735687 to -0.9884312450885773
Iteration 7 complete. Error: -0.9884312450885773 Total: 130.6888; Orientation: 0.1953; Line Search: 96.6997
Adding measurement 572489bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.296e+03, gradient 1.099e-03, dot -0.564; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9884312450885773, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 572489bf to history. Total: 3
th(0)=-0.9884312450885773;dx=-1.206846102204558E-6
New Minimum: -0.9884312450885773 > -1.0817217268049717
WOLF (strong): th(389893.4620234736)=-1.0817217268049717; dx=1.3276247996621363E-7 evalInputDelta=0.09329048171639442
END: th(194946.7310117368)=-1.0687756761908531; dx=-4.4135029353286273E-7 evalInputDelta=0.08034443110227585
Fitness changed from -0.9884312450885773 to -1.0817217268049717
Iteration 8 complete. Error: -1.0817217268049717 Total: 133.4224; Orientation: 0.1939; Line Search: 99.9406
Adding measurement 6a3c17eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.112e+03, gradient 1.103e-03, dot -0.511; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0817217268049717, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 6a3c17eb to history. Total: 3
th(0)=-1.0817217268049717;dx=-1.2175947486811604E-6
New Minimum: -1.0817217268049717 > -1.1568303033709526
WOLF (strong): th(420000.0000000002)=-1.1568303033709526; dx=3.683933288885227E-7 evalInputDelta=0.07510857656598091
New Minimum: -1.1568303033709526 > -1.1623891666531563
END: th(210000.0000000001)=-1.1623891666531563; dx=-3.167459221002062E-7 evalInputDelta=0.08066743984818459
Fitness changed from -1.0817217268049717 to -1.1623891666531563
Iteration 9 complete. Error: -1.1623891666531563 Total: 124.5645; Orientation: 0.1996; Line Search: 93.5155
Adding measurement 439e501a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.245e+03, gradient 6.930e-04, dot -0.714; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1623891666531563, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 439e501a to history. Total: 3
th(0)=-1.1623891666531563;dx=-4.802082465602771E-7
New Minimum: -1.1623891666531563 > -1.246088694781065
END: th(452431.2849066958)=-1.246088694781065; dx=-2.700509854461343E-7 evalInputDelta=0.0836995281279087
Fitness changed from -1.1623891666531563 to -1.246088694781065
Iteration 10 complete. Error: -1.246088694781065 Total: 97.3387; Orientation: 0.2063; Line Search: 63.6155
Adding measurement 72910f1b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.261e+03, gradient 7.276e-04, dot -0.644; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.246088694781065, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 72910f1b to history. Total: 3
th(0)=-1.246088694781065;dx=-5.294141985882932E-7
New Minimum: -1.246088694781065 > -1.3000351078808308
WOLF (strong): th(974733.6550586841)=-1.3000351078808308; dx=8.983182910112337E-8 evalInputDelta=0.05394641309976578
New Minimum: -1.3000351078808308 > -1.3068218789994717
END: th(487366.82752934203)=-1.3068218789994717; dx=-5.567718280252916E-8 evalInputDelta=0.06073318421840668
Fitness changed from -1.246088694781065 to -1.3068218789994717
Iteration 11 complete. Error: -1.3068218789994717 Total: 129.8446; Orientation: 0.1998; Line Search: 97.2140
Adding measurement 3837c125 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.313e+03, gradient 8.672e-04, dot -0.528; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3068218789994717, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 3837c125 to history. Total: 3
th(0)=-1.3068218789994717;dx=-7.520989118318348E-7
Armijo: th(1050000.0000000005)=-1.2307255119085312; dx=5.207080553448062E-7 evalInputDelta=-0.07609636709094048
New Minimum: -1.3068218789994717 > -1.3487484864890575
WOLF (strong): th(525000.0000000002)=-1.3487484864890575; dx=3.139737369257704E-7 evalInputDelta=0.041926607489585876
New Minimum: -1.3487484864890575 > -1.354690596461296
END: th(175000.0000000001)=-1.354690596461296; dx=-3.412180465723008E-7 evalInputDelta=0.04786871746182442
Fitness changed from -1.3068218789994717 to -1.354690596461296
Iteration 12 complete. Error: -1.354690596461296 Total: 162.9163; Orientation: 0.1897; Line Search: 129.1510
Adding measurement 410c7364 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.280e+03, gradient 5.871e-04, dot -0.702; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.354690596461296, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 410c7364 to history. Total: 3
th(0)=-1.354690596461296;dx=-3.4473408515919925E-7
New Minimum: -1.354690596461296 > -1.4065007381141186
END: th(377026.07075557986)=-1.4065007381141186; dx=-2.0071074444158273E-7 evalInputDelta=0.051810141652822495
Fitness changed from -1.354690596461296 to -1.4065007381141186
Iteration 13 complete. Error: -1.4065007381141186 Total: 100.3338; Orientation: 0.2024; Line Search: 66.3594
Adding measurement 16b2f4ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.335e+03, gradient 5.921e-04, dot -0.680; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4065007381141186, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 16b2f4ec to history. Total: 3
th(0)=-1.4065007381141186;dx=-3.50625589180289E-7
New Minimum: -1.4065007381141186 > -1.4639004692435265
END: th(812278.0458822368)=-1.4639004692435265; dx=-3.745583735678212E-8 evalInputDelta=0.05739973112940788
Fitness changed from -1.4065007381141186 to -1.4639004692435265
Iteration 14 complete. Error: -1.4639004692435265 Total: 97.9812; Orientation: 0.1898; Line Search: 65.4803
Adding measurement 49eb9c2e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.317e+03, gradient 8.441e-04, dot -0.461; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4639004692435265, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 49eb9c2e to history. Total: 3
th(0)=-1.4639004692435265;dx=-7.125347337835796E-7
Armijo: th(1750000.0000000012)=-1.1611259914934635; dx=6.6878528006767E-7 evalInputDelta=-0.30277447775006294
Armijo: th(875000.0000000006)=-1.4395755603909492; dx=5.650695440668216E-7 evalInputDelta=-0.02432490885257721
New Minimum: -1.4639004692435265 > -1.5304417461156845
END: th(291666.66666666686)=-1.5304417461156845; dx=-1.578366590970565E-7 evalInputDelta=0.06654127687215805
Fitness changed from -1.4639004692435265 to -1.5304417461156845
Iteration 15 complete. Error: -1.5304417461156845 Total: 157.1580; Orientation: 0.1886; Line Search: 126.9962
Adding measurement 14a903fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.306e+03, gradient 5.427e-04, dot -0.637; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5304417461156845, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 14a903fd to history. Total: 3
th(0)=-1.5304417461156845;dx=-2.9455717164676436E-7
New Minimum: -1.5304417461156845 > -1.5801488533616066
END: th(628376.7845926333)=-1.5801488533616066; dx=-2.0793154447568896E-8 evalInputDelta=0.04970710724592209
Fitness changed from -1.5304417461156845 to -1.5801488533616066
Iteration 16 complete. Error: -1.5801488533616066 Total: 96.7905; Orientation: 0.1876; Line Search: 63.3259
Adding measurement 5cc3f7cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.435e+03, gradient 7.465e-04, dot -0.486; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5801488533616066, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 5cc3f7cc to history. Total: 3
th(0)=-1.5801488533616066;dx=-5.572082615987766E-7
Armijo: th(1353796.7431370616)=-1.4642005115747452; dx=3.7954496371629317E-7 evalInputDelta=-0.11594834178686142
New Minimum: -1.5801488533616066 > -1.5810000374913216
WOLF (strong): th(676898.3715685308)=-1.5810000374913216; dx=2.888006066250619E-7 evalInputDelta=8.511841297149658E-4
New Minimum: -1.5810000374913216 > -1.6156570091843605
END: th(225632.7905228436)=-1.6156570091843605; dx=-8.038173808059082E-8 evalInputDelta=0.035508155822753906
Fitness changed from -1.5801488533616066 to -1.6156570091843605
Iteration 17 complete. Error: -1.6156570091843605 Total: 168.3541; Orientation: 0.1891; Line Search: 134.5030
Adding measurement 1a843aeb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.376e+03, gradient 4.751e-04, dot -0.679; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6156570091843605, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 1a843aeb to history. Total: 3
th(0)=-1.6156570091843605;dx=-2.2573336353918205E-7
New Minimum: -1.6156570091843605 > -1.6502384953200817
END: th(486111.11111111153)=-1.6502384953200817; dx=-6.670398609865587E-8 evalInputDelta=0.03458148613572121
Fitness changed from -1.6156570091843605 to -1.6502384953200817
Iteration 18 complete. Error: -1.6502384953200817 Total: 96.9404; Orientation: 0.1948; Line Search: 65.6950
Adding measurement 1c7a68b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.433e+03, gradient 6.096e-04, dot -0.538; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6502384953200817, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 1c7a68b2 to history. Total: 3
th(0)=-1.6502384953200817;dx=-3.7164918682909547E-7
Armijo: th(1047294.6409877222)=-1.6224800646305084; dx=1.8278028705510667E-7 evalInputDelta=-0.027758430689573288
New Minimum: -1.6502384953200817 > -1.6660507395863533
WOLF (strong): th(523647.3204938611)=-1.6660507395863533; dx=1.2797031707273534E-7 evalInputDelta=0.01581224426627159
New Minimum: -1.6660507395863533 > -1.6722205132246017
END: th(174549.10683128703)=-1.6722205132246017; dx=-1.23910312033251E-7 evalInputDelta=0.021982017904520035
Fitness changed from -1.6502384953200817 to -1.6722205132246017
Iteration 19 complete. Error: -1.6722205132246017 Total: 163.1789; Orientation: 0.1878; Line Search: 129.3673
Adding measurement 4dd80f70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.400e+03, gradient 4.137e-04, dot -0.734; [ece85545-66ce-40ce-b765-9ee4c630acce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6722205132246017, 0.2752000279724598, 0.8429710417985916, 1.3468807190656662
LBFGS Accumulation History: 3 points
Removed measurement 4dd80f70 to history. Total: 3
th(0)=-1.6722205132246017;dx=-1.7114717427894104E-7
New Minimum: -1.6722205132246017 > -1.6998470202088356
END: th(376054.6508714061)=-1.6998470202088356; dx=-1.261447143162923E-7 evalInputDelta=0.027626506984233856
Fitness changed from -1.6722205132246017 to -1.6998470202088356
Iteration 20 complete. Error: -1.6998470202088356 Total: 94.5969; Orientation: 0.1938; Line Search: 64.4152
Final threshold in iteration 21: -1.6998470202088356 (> -Infinity) after 2759.395s (< 5400.000s)
