Reset training subject: 5175174133500
Reset training subject: 5180072308800
Adding measurement 69f9ab8a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.592000291217119;dx=-1.0816754888928616E-4
New Minimum: 9.592000291217119 > 9.591860021464527
WOLFE (weak): th(2.154434690031884)=9.591860021464527; dx=-1.0807271404385172E-4 evalInputDelta=1.4026975259184837E-4
New Minimum: 9.591860021464527 > 9.591719767544419
WOLFE (weak): th(4.308869380063768)=9.591719767544419; dx=-1.080492821117001E-4 evalInputDelta=2.805236726999283E-4
New Minimum: 9.591719767544419 > 9.591157674323767
WOLFE (weak): th(12.926608140191302)=9.591157674323767; dx=-1.0806515663785971E-4 evalInputDelta=8.42616893351078E-4
New Minimum: 9.591157674323767 > 9.58863265439868
WOLFE (weak): th(51.70643256076521)=9.58863265439868; dx=-1.0789851611705804E-4 evalInputDelta=0.0033676368184387684
New Minimum: 9.58863265439868 > 9.575241381768137
WOLFE (weak): th(258.53216280382605)=9.575241381768137; dx=-1.0746302033539462E-4 evalInputDelta=0.016758909448981285
New Minimum: 9.575241381768137 > 9.495759185403585
WOLFE (weak): th(1551.1929768229563)=9.495759185403585; dx=-9.86826155930603E-5 evalInputDelta=0.09624110581353307
New Minimum: 9.495759185403585 > 9.247800523415208
END: th(10858.350837760694)=9.247800523415208; dx=-1.4799610418641515E-5 evalInputDelta=0.34419976780191064
Fitness changed from 9.592000291217119 to 9.247800523415208
Iteration 1 complete. Error: 9.247800523415208 Total: 52.2434; Orientation: 0.0352; Line Search: 38.0325
Adding measurement 46bed5b4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.247800523415208;dx=-5.049175268581734E-5
New Minimum: 9.247800523415208 > 9.013797517865896
END: th(23393.607721408407)=9.013797517865896; dx=-7.439366551464828E-6 evalInputDelta=0.23400300554931164
Fitness changed from 9.247800523415208 to 9.013797517865896
Iteration 2 complete. Error: 9.013797517865896 Total: 13.8563; Orientation: 0.0021; Line Search: 9.2542
Adding measurement 8626431 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.013797517865896;dx=-5.0930576189908735E-5
New Minimum: 9.013797517865896 > 8.700844181701541
WOLF (strong): th(50400.00000000001)=8.700844181701541; dx=4.631240888584545E-6 evalInputDelta=0.3129533361643553
New Minimum: 8.700844181701541 > 8.629368947818875
END: th(25200.000000000004)=8.629368947818875; dx=-4.412300153749379E-6 evalInputDelta=0.3844285700470209
Fitness changed from 9.013797517865896 to 8.629368947818875
Iteration 3 complete. Error: 8.629368947818875 Total: 18.6378; Orientation: 0.0017; Line Search: 13.8967
Adding measurement 7c38e37a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.197e+02, gradient 8.140e-03, dot -0.519; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.629368947818875, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 7c38e37a to history. Total: 3
th(0)=8.629368947818875;dx=-6.625484435556177E-5
New Minimum: 8.629368947818875 > 8.163690419867635
END: th(54291.75418880348)=8.163690419867635; dx=-4.1601740407703556E-6 evalInputDelta=0.46567852795124054
Fitness changed from 8.629368947818875 to 8.163690419867635
Iteration 4 complete. Error: 8.163690419867635 Total: 14.5654; Orientation: 0.0484; Line Search: 9.8899
Adding measurement 716c2a81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.198e+03, gradient 6.904e-03, dot -0.341; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.163690419867635, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 716c2a81 to history. Total: 3
th(0)=8.163690419867635;dx=-4.766009817136507E-5
New Minimum: 8.163690419867635 > 7.8269834611564875
WOLF (strong): th(116968.03860704206)=7.8269834611564875; dx=5.506741173489083E-6 evalInputDelta=0.3367069587111473
New Minimum: 7.8269834611564875 > 7.6682670041918755
END: th(58484.01930352103)=7.6682670041918755; dx=-8.680110021827445E-7 evalInputDelta=0.4954234156757593
Fitness changed from 8.163690419867635 to 7.6682670041918755
Iteration 5 complete. Error: 7.6682670041918755 Total: 18.6783; Orientation: 0.0258; Line Search: 13.9586
Adding measurement 40b093fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.662e+02, gradient 6.264e-03, dot -0.324; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.6682670041918755, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 40b093fd to history. Total: 3
th(0)=7.6682670041918755;dx=-3.923966087192299E-5
Armijo: th(126000.00000000004)=7.730433393269777; dx=1.1803157479987364E-5 evalInputDelta=-0.06216638907790184
New Minimum: 7.6682670041918755 > 7.350811835378408
WOLF (strong): th(63000.00000000002)=7.350811835378408; dx=5.824616290908169E-6 evalInputDelta=0.317455168813467
END: th(21000.000000000007)=7.378860481083393; dx=-1.6682511980247593E-5 evalInputDelta=0.28940652310848236
Fitness changed from 7.6682670041918755 to 7.350811835378408
Iteration 6 complete. Error: 7.350811835378408 Total: 23.3719; Orientation: 0.0240; Line Search: 18.6837
Adding measurement 698732f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.292e+02, gradient 5.577e-03, dot -0.319; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.350811835378408, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 698732f1 to history. Total: 3
th(0)=7.350811835378408;dx=-3.1101684115689444E-5
New Minimum: 7.350811835378408 > 7.071187403053045
END: th(45243.12849066957)=7.071187403053045; dx=-1.0044168677811274E-6 evalInputDelta=0.27962443232536316
Fitness changed from 7.350811835378408 to 7.071187403053045
Iteration 7 complete. Error: 7.071187403053045 Total: 13.9694; Orientation: 0.0239; Line Search: 9.3178
Adding measurement e41db63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.620e+02, gradient 4.443e-03, dot -0.392; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.071187403053045, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement e41db63 to history. Total: 3
th(0)=7.071187403053045;dx=-1.9740310166105985E-5
New Minimum: 7.071187403053045 > 7.034402396529913
WOLF (strong): th(97473.3655058684)=7.034402396529913; dx=8.797415184083908E-6 evalInputDelta=0.036785006523132324
New Minimum: 7.034402396529913 > 6.850384451448917
WOLF (strong): th(48736.6827529342)=6.850384451448917; dx=2.03402815720067E-6 evalInputDelta=0.22080295160412788
END: th(16245.560917644732)=6.922284325584769; dx=-9.886800964756661E-6 evalInputDelta=0.14890307746827602
Fitness changed from 7.071187403053045 to 6.850384451448917
Iteration 8 complete. Error: 6.850384451448917 Total: 24.5282; Orientation: 0.0286; Line Search: 19.7100
Adding measurement 49e20671 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.447e+02, gradient 4.095e-03, dot -0.366; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.850384451448917, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 49e20671 to history. Total: 3
th(0)=6.850384451448917;dx=-1.677192222328258E-5
New Minimum: 6.850384451448917 > 6.723115559667349
END: th(35000.000000000015)=6.723115559667349; dx=-1.3426330739255737E-6 evalInputDelta=0.12726889178156853
Fitness changed from 6.850384451448917 to 6.723115559667349
Iteration 9 complete. Error: 6.723115559667349 Total: 13.9810; Orientation: 0.0230; Line Search: 9.3169
Adding measurement 26f83c54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.130e+03, gradient 2.829e-03, dot -0.561; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.723115559667349, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 26f83c54 to history. Total: 3
th(0)=6.723115559667349;dx=-8.002066042980196E-6
New Minimum: 6.723115559667349 > 6.550146395340562
END: th(75405.21415111597)=6.550146395340562; dx=-3.2986136804979485E-7 evalInputDelta=0.172969164326787
Fitness changed from 6.723115559667349 to 6.550146395340562
Iteration 10 complete. Error: 6.550146395340562 Total: 14.0006; Orientation: 0.0235; Line Search: 9.3355
Adding measurement 27671b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.926e+02, gradient 3.701e-03, dot -0.362; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.550146395340562, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 27671b5 to history. Total: 3
th(0)=6.550146395340562;dx=-1.3697138323277851E-5
Armijo: th(162455.60917644735)=7.193121487274766; dx=9.422888964391686E-6 evalInputDelta=-0.6429750919342041
Armijo: th(81227.80458822368)=6.644484452903271; dx=9.26659544296867E-6 evalInputDelta=-0.09433805756270885
New Minimum: 6.550146395340562 > 6.448861053213477
END: th(27075.934862741226)=6.448861053213477; dx=-3.233664913713652E-6 evalInputDelta=0.10128534212708473
Fitness changed from 6.550146395340562 to 6.448861053213477
Iteration 11 complete. Error: 6.448861053213477 Total: 23.3737; Orientation: 0.0233; Line Search: 18.6568
Adding measurement 7abbd5c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.165e+03, gradient 2.168e-03, dot -0.654; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.448861053213477, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 7abbd5c1 to history. Total: 3
th(0)=6.448861053213477;dx=-4.699086305629111E-6
New Minimum: 6.448861053213477 > 6.326148759573698
END: th(58333.33333333337)=6.326148759573698; dx=-3.634085713977631E-6 evalInputDelta=0.12271229363977909
Fitness changed from 6.448861053213477 to 6.326148759573698
Iteration 12 complete. Error: 6.326148759573698 Total: 14.5851; Orientation: 0.0225; Line Search: 9.8596
Adding measurement 23c6ed93 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.139e+03, gradient 2.090e-03, dot -0.635; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.326148759573698, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 23c6ed93 to history. Total: 3
th(0)=6.326148759573698;dx=-4.369239419786282E-6
New Minimum: 6.326148759573698 > 6.139339070767164
END: th(125675.35691852664)=6.139339070767164; dx=-2.191200347566922E-6 evalInputDelta=0.1868096888065338
Fitness changed from 6.326148759573698 to 6.139339070767164
Iteration 13 complete. Error: 6.139339070767164 Total: 13.9235; Orientation: 0.0223; Line Search: 9.2438
Adding measurement 47bc6e24 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.332e+03, gradient 2.662e-03, dot -0.489; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.139339070767164, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 47bc6e24 to history. Total: 3
th(0)=6.139339070767164;dx=-7.087901080346667E-6
Armijo: th(270759.3486274123)=6.776121739298105; dx=1.080045878143045E-5 evalInputDelta=-0.636782668530941
New Minimum: 6.139339070767164 > 6.1355610229074955
WOLF (strong): th(135379.67431370614)=6.1355610229074955; dx=6.414342377474775E-6 evalInputDelta=0.0037780478596687317
New Minimum: 6.1355610229074955 > 6.020537339150906
END: th(45126.558104568714)=6.020537339150906; dx=-1.618887679244196E-6 evalInputDelta=0.11880173161625862
Fitness changed from 6.139339070767164 to 6.020537339150906
Iteration 14 complete. Error: 6.020537339150906 Total: 23.3135; Orientation: 0.0225; Line Search: 18.6237
Adding measurement 471a207d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.170e+03, gradient 2.023e-03, dot -0.576; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.020537339150906, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 471a207d to history. Total: 3
th(0)=6.020537339150906;dx=-4.093147271312795E-6
New Minimum: 6.020537339150906 > 5.929625298827887
END: th(97222.22222222229)=5.929625298827887; dx=-7.180746137431E-7 evalInputDelta=0.09091204032301903
Fitness changed from 6.020537339150906 to 5.929625298827887
Iteration 15 complete. Error: 5.929625298827887 Total: 14.6807; Orientation: 0.0227; Line Search: 9.9894
Adding measurement 77287c8b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.405e+03, gradient 2.911e-03, dot -0.420; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.929625298827887, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 77287c8b to history. Total: 3
th(0)=5.929625298827887;dx=-8.471449719570288E-6
Armijo: th(209458.92819754442)=6.580348584800959; dx=1.4574659412002076E-5 evalInputDelta=-0.650723285973072
Armijo: th(104729.46409877221)=5.931963475421071; dx=7.76179525441167E-6 evalInputDelta=-0.002338176593184471
New Minimum: 5.929625298827887 > 5.8183238841593266
END: th(34909.821366257405)=5.8183238841593266; dx=-1.728606330287426E-6 evalInputDelta=0.11130141466856003
Fitness changed from 5.929625298827887 to 5.8183238841593266
Iteration 16 complete. Error: 5.8183238841593266 Total: 23.2972; Orientation: 0.0222; Line Search: 18.6246
Adding measurement 5a1bd07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.268e+03, gradient 1.753e-03, dot -0.630; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.8183238841593266, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 5a1bd07 to history. Total: 3
th(0)=5.8183238841593266;dx=-3.074141324861819E-6
New Minimum: 5.8183238841593266 > 5.727623229846358
END: th(75210.93017428121)=5.727623229846358; dx=-1.9429597786988203E-6 evalInputDelta=0.09070065431296825
Fitness changed from 5.8183238841593266 to 5.727623229846358
Iteration 17 complete. Error: 5.727623229846358 Total: 13.9102; Orientation: 0.0224; Line Search: 9.2553
Adding measurement 1e132479 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.384e+03, gradient 1.903e-03, dot -0.583; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.727623229846358, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 1e132479 to history. Total: 3
th(0)=5.727623229846358;dx=-3.621964139763607E-6
New Minimum: 5.727623229846358 > 5.64074283093214
WOLF (strong): th(162037.0370370372)=5.64074283093214; dx=1.3160918211823243E-6 evalInputDelta=0.08688039891421795
New Minimum: 5.64074283093214 > 5.629266923293471
END: th(81018.5185185186)=5.629266923293471; dx=-5.589000831137521E-7 evalInputDelta=0.09835630655288696
Fitness changed from 5.727623229846358 to 5.629266923293471
Iteration 18 complete. Error: 5.629266923293471 Total: 18.6466; Orientation: 0.0224; Line Search: 13.9522
Adding measurement 3698346d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.302e+03, gradient 2.337e-03, dot -0.441; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.629266923293471, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement 3698346d to history. Total: 3
th(0)=5.629266923293471;dx=-5.460268494143737E-6
Armijo: th(174549.10683128706)=5.979563541710377; dx=8.476903057890216E-6 evalInputDelta=-0.3502966184169054
New Minimum: 5.629266923293471 > 5.624943574890494
WOLF (strong): th(87274.55341564353)=5.624943574890494; dx=3.266736627663749E-6 evalInputDelta=0.00432334840297699
New Minimum: 5.624943574890494 > 5.576167454943061
END: th(29091.51780521451)=5.576167454943061; dx=-2.1884304704255492E-6 evalInputDelta=0.05309946835041046
Fitness changed from 5.629266923293471 to 5.576167454943061
Iteration 19 complete. Error: 5.576167454943061 Total: 24.3373; Orientation: 0.0221; Line Search: 19.6021
Adding measurement bd6f407 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.408e+03, gradient 1.539e-03, dot -0.677; [26e40882-0cd9-415d-9ad6-48057d0bf321 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.576167454943061, 9.013797517865896, 9.247800523415208, 9.592000291217119
LBFGS Accumulation History: 3 points
Removed measurement bd6f407 to history. Total: 3
th(0)=5.576167454943061;dx=-2.3687909307591347E-6
New Minimum: 5.576167454943061 > 5.5035759303718805
END: th(62675.77514523435)=5.5035759303718805; dx=-2.0392487944304487E-6 evalInputDelta=0.07259152457118034
Fitness changed from 5.576167454943061 to 5.5035759303718805
Iteration 20 complete. Error: 5.5035759303718805 Total: 14.2329; Orientation: 0.0229; Line Search: 9.2925
Final threshold in iteration 21: 5.5035759303718805 (> -Infinity) after 392.134s (< 5400.000s)
