Reset training subject: 11954304465028
Reset training subject: 11975183461102
Adding measurement 2a0715d3 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=3.3119324147701263;dx=-9.695872834462378E-8
New Minimum: 3.3119324147701263 > 3.3119319677352905
WOLFE (weak): th(2.154434690031884)=3.3119319677352905; dx=-9.695347412784626E-8 evalInputDelta=4.470348358154297E-7
New Minimum: 3.3119319677352905 > 3.3119316399097443
WOLFE (weak): th(4.308869380063768)=3.3119316399097443; dx=-9.695023172417298E-8 evalInputDelta=7.748603820800781E-7
New Minimum: 3.3119316399097443 > 3.3119305670261383
WOLFE (weak): th(12.926608140191302)=3.3119305670261383; dx=-9.695193961162086E-8 evalInputDelta=1.8477439880371094E-6
New Minimum: 3.3119305670261383 > 3.3119245171546936
WOLFE (weak): th(51.70643256076521)=3.3119245171546936; dx=-9.694678083626659E-8 evalInputDelta=7.897615432739258E-6
New Minimum: 3.3119245171546936 > 3.3118935227394104
WOLFE (weak): th(258.53216280382605)=3.3118935227394104; dx=-9.695456814248564E-8 evalInputDelta=3.889203071594238E-5
New Minimum: 3.3118935227394104 > 3.311699241399765
WOLFE (weak): th(1551.1929768229563)=3.311699241399765; dx=-9.694677177652732E-8 evalInputDelta=2.3317337036132812E-4
New Minimum: 3.311699241399765 > 3.3103009313344955
WOLFE (weak): th(10858.350837760694)=3.3103009313344955; dx=-9.688508226573952E-8 evalInputDelta=0.0016314834356307983
New Minimum: 3.3103009313344955 > 3.2989064753055573
WOLFE (weak): th(86866.80670208555)=3.2989064753055573; dx=-9.648771272627347E-8 evalInputDelta=0.013025939464569092
New Minimum: 3.2989064753055573 > 3.1968957483768463
WOLFE (weak): th(781801.26031877)=3.1968957483768463; dx=-9.266325331897494E-8 evalInputDelta=0.11503666639328003
New Minimum: 3.1968957483768463 > 2.4132333993911743
END: th(7818012.6031877)=2.4132333993911743; dx=-5.1912489288315525E-8 evalInputDelta=0.898699015378952
Fitness changed from 3.3119324147701263 to 2.4132333993911743
Iteration 1 complete. Error: 2.4132333993911743 Total: 279.2501; Orientation: 0.0789; Line Search: 217.8094
Iteration 1
Adding measurement 57147d48 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.4132333993911743;dx=-5.1899119886129317E-8
New Minimum: 2.4132333993911743 > 1.4755238145589828
END: th(1.684339755941405E7)=1.4755238145589828; dx=-2.4040326698070603E-8 evalInputDelta=0.9377095848321915
Fitness changed from 2.4132333993911743 to 1.4755238145589828
Iteration 2 complete. Error: 1.4755238145589828 Total: 59.9374; Orientation: 0.0803; Line Search: 39.0070
Iteration 2
Adding measurement 592d5cfa to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.4755238145589828;dx=-3.2821390912474155E-8
New Minimum: 1.4755238145589828 > 0.7039603143930435
END: th(3.6288E7)=0.7039603143930435; dx=-5.309837554419096E-9 evalInputDelta=0.7715635001659393
Fitness changed from 1.4755238145589828 to 0.7039603143930435
Iteration 3 complete. Error: 0.7039603143930435 Total: 58.9423; Orientation: 0.0797; Line Search: 38.8621
Iteration 3
Adding measurement 35a1010d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.602e+03, gradient 1.643e-04, dot -0.563; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7039603143930435, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 35a1010d to history. Total: 3
th(0)=0.7039603143930435;dx=-2.697762695389877E-8
New Minimum: 0.7039603143930435 > 0.6207333654165268
WOLF (strong): th(7.8180126031877E7)=0.6207333654165268; dx=5.5250258202875605E-9 evalInputDelta=0.08322694897651672
New Minimum: 0.6207333654165268 > 0.2531072348356247
WOLF (strong): th(3.90900630159385E7)=0.2531072348356247; dx=2.434238216794786E-9 evalInputDelta=0.4508530795574188
END: th(1.3030021005312832E7)=0.34214162826538086; dx=-1.1366088318535747E-8 evalInputDelta=0.36181868612766266
Fitness changed from 0.7039603143930435 to 0.2531072348356247
Iteration 4 complete. Error: 0.2531072348356247 Total: 100.8685; Orientation: 1.8567; Line Search: 77.6022
Iteration 4
Adding measurement 150e3a0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.084e+03, gradient 1.481e-04, dot -0.485; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2531072348356247, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 150e3a0c to history. Total: 3
th(0)=0.2531072348356247;dx=-2.192985881471631E-8
New Minimum: 0.2531072348356247 > -0.15777507424354553
END: th(2.807232926569009E7)=-0.15777507424354553; dx=-2.2422435999915965E-9 evalInputDelta=0.4108823090791702
Fitness changed from 0.2531072348356247 to -0.15777507424354553
Iteration 5 complete. Error: -0.15777507424354553 Total: 62.7277; Orientation: 1.8520; Line Search: 40.8239
Iteration 5
Adding measurement b5fd773 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.364e+03, gradient 9.951e-05, dot -0.566; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15777507424354553, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement b5fd773 to history. Total: 3
th(0)=-0.15777507424354553;dx=-9.608713546904969E-9
New Minimum: -0.15777507424354553 > -0.430537685751915
WOLF (strong): th(6.048000000000001E7)=-0.430537685751915; dx=1.0985589862859537E-9 evalInputDelta=0.27276261150836945
END: th(3.0240000000000004E7)=-0.4233493357896805; dx=-3.5572334020520812E-9 evalInputDelta=0.26557426154613495
Fitness changed from -0.15777507424354553 to -0.430537685751915
Iteration 6 complete. Error: -0.430537685751915 Total: 84.1299; Orientation: 1.8329; Line Search: 59.8911
Adding measurement 5dfb4433 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.604e+03, gradient 1.199e-04, dot -0.433; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.430537685751915, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 5dfb4433 to history. Total: 3
th(0)=-0.430537685751915;dx=-1.4364644895413395E-8
Armijo: th(6.515010502656417E7)=-0.37688925862312317; dx=7.150889027800495E-9 evalInputDelta=-0.05364842712879181
New Minimum: -0.430537685751915 > -0.6729485839605331
WOLF (strong): th(3.2575052513282087E7)=-0.6729485839605331; dx=5.167118625315792E-10 evalInputDelta=0.24241089820861816
END: th(1.0858350837760696E7)=-0.596418023109436; dx=-7.499614318235272E-9 evalInputDelta=0.16588033735752106
Fitness changed from -0.430537685751915 to -0.6729485839605331
Iteration 7 complete. Error: -0.6729485839605331 Total: 100.5212; Orientation: 1.8431; Line Search: 79.9969
Adding measurement 7e98c1d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.298e+03, gradient 8.293e-05, dot -0.527; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6729485839605331, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 7e98c1d1 to history. Total: 3
th(0)=-0.6729485839605331;dx=-6.875925112227628E-9
New Minimum: -0.6729485839605331 > -0.8162092864513397
END: th(2.339360772140841E7)=-0.8162092864513397; dx=-3.1673899196640387E-9 evalInputDelta=0.14326070249080658
Fitness changed from -0.6729485839605331 to -0.8162092864513397
Iteration 8 complete. Error: -0.8162092864513397 Total: 67.9946; Orientation: 1.8389; Line Search: 45.7590
Adding measurement 7a7b9d73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.439e+03, gradient 6.225e-05, dot -0.630; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8162092864513397, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 7a7b9d73 to history. Total: 3
th(0)=-0.8162092864513397;dx=-3.8742856990181E-9
New Minimum: -0.8162092864513397 > -0.9518660455942154
END: th(5.0400000000000015E7)=-0.9518660455942154; dx=-1.3696197652523215E-9 evalInputDelta=0.13565675914287567
Fitness changed from -0.8162092864513397 to -0.9518660455942154
Iteration 9 complete. Error: -0.9518660455942154 Total: 63.1160; Orientation: 1.8354; Line Search: 41.1413
Adding measurement 56d79a7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.669e+03, gradient 7.611e-05, dot -0.520; [e290456b-bbf1-43d7-ac10-2ff6d118bfe2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9518660455942154, 1.4755238145589828, 2.4132333993911743, 3.3119324147701263
LBFGS Accumulation History: 3 points
Removed measurement 56d79a7e to history. Total: 3
th(0)=-0.9518660455942154;dx=-5.791844898870784E-9
Armijo: th(1.0858350837760697E8)=-0.7998751550912857; dx=1.941499854488126E-9 evalInputDelta=-0.1519908905029297
New Minimum: -0.9518660455942154 > -0.9997116029262543
WOLF (strong): th(5.429175418880349E7)=-0.9997116029262543; dx=8.659389693770203E-10 evalInputDelta=0.04784555733203888
New Minimum: -0.9997116029262543 > -1.034537896513939
END: th(1.8097251396267828E7)=-1.034537896513939; dx=-1.8847203130256505E-9 evalInputDelta=0.08267185091972351
Fitness changed from -0.9518660455942154 to -1.034537896513939
Iteration 10 complete. Error: -1.034537896513939 Total: 99.6602; Orientation: 1.8448; Line Search: 79.5799
Iteration 10
Final threshold in iteration 11: -1.034537896513939 (> -Infinity) after 978.034s (< 3600.000s)