Reset training subject: 857522047185400
Reset training subject: 857562695129100
Adding measurement 5c78f456 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=9.380591332912445;dx=-1.9340246507410842E-6
New Minimum: 9.380591332912445 > 9.380586445331573
WOLFE (weak): th(2.154434690031884)=9.380586445331573; dx=-1.9340236977875817E-6 evalInputDelta=4.887580871582031E-6
New Minimum: 9.380586445331573 > 9.3805832862854
WOLFE (weak): th(4.308869380063768)=9.3805832862854; dx=-1.934019776497128E-6 evalInputDelta=8.046627044677734E-6
New Minimum: 9.3805832862854 > 9.380566716194153
WOLFE (weak): th(12.926608140191302)=9.380566716194153; dx=-1.934011993540453E-6 evalInputDelta=2.4616718292236328E-5
New Minimum: 9.380566716194153 > 9.38049304485321
WOLFE (weak): th(51.70643256076521)=9.38049304485321; dx=-1.933988625138379E-6 evalInputDelta=9.828805923461914E-5
New Minimum: 9.38049304485321 > 9.380101501941681
WOLFE (weak): th(258.53216280382605)=9.380101501941681; dx=-1.9336490720165812E-6 evalInputDelta=4.898309707641602E-4
New Minimum: 9.380101501941681 > 9.377655446529388
WOLFE (weak): th(1551.1929768229563)=9.377655446529388; dx=-1.9317378200857723E-6 evalInputDelta=0.0029358863830566406
New Minimum: 9.377655446529388 > 9.360112488269806
WOLFE (weak): th(10858.350837760694)=9.360112488269806; dx=-1.9152650226117683E-6 evalInputDelta=0.02047884464263916
New Minimum: 9.360112488269806 > 9.220856666564941
WOLFE (weak): th(86866.80670208555)=9.220856666564941; dx=-1.7949685155335929E-6 evalInputDelta=0.15973466634750366
New Minimum: 9.220856666564941 > 8.236478805541992
END: th(781801.26031877)=8.236478805541992; dx=-1.1007233651485292E-6 evalInputDelta=1.1441125273704529
Fitness changed from 9.380591332912445 to 8.236478805541992
Iteration 1 complete. Error: 8.236478805541992 Total: 514.9163; Orientation: 0.0683; Line Search: 394.9693
Iteration 1
Adding measurement 45017263 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.236478805541992;dx=-9.050485582700487E-7
New Minimum: 8.236478805541992 > 6.980367422103882
END: th(1684339.7559414052)=6.980367422103882; dx=-5.734664995664936E-7 evalInputDelta=1.2561113834381104
Fitness changed from 8.236478805541992 to 6.980367422103882
Iteration 2 complete. Error: 6.980367422103882 Total: 117.0017; Orientation: 0.0721; Line Search: 77.6010
Iteration 2
Adding measurement 14e83c9d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.980367422103882;dx=-4.754750636863064E-7
New Minimum: 6.980367422103882 > 5.565070152282715
END: th(3628800.0)=5.565070152282715; dx=-2.942242914718863E-7 evalInputDelta=1.415297269821167
Fitness changed from 6.980367422103882 to 5.565070152282715
Iteration 3 complete. Error: 5.565070152282715 Total: 118.9780; Orientation: 0.0718; Line Search: 79.7781
Iteration 3
Adding measurement 64fba3e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.921e+03, gradient 4.961e-04, dot -0.994; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.380591332912445, 8.236478805541992, 6.980367422103882, 5.565070152282715
LBFGS Accumulation History: 3 points
Removed measurement 5c78f456 to history. Total: 4
th(0)=5.565070152282715;dx=-2.461122077000087E-7
New Minimum: 5.565070152282715 > 4.122479647397995
END: th(7818012.6031877)=4.122479647397995; dx=-1.3308936088085277E-7 evalInputDelta=1.4425905048847198
Fitness changed from 5.565070152282715 to 4.122479647397995
Iteration 4 complete. Error: 4.122479647397995 Total: 120.5269; Orientation: 1.7971; Line Search: 79.3717
Iteration 4
Adding measurement 20a25f66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.277e+03, gradient 3.369e-04, dot -0.982; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.236478805541992, 6.980367422103882, 5.565070152282715, 4.122479647397995
LBFGS Accumulation History: 3 points
Removed measurement 45017263 to history. Total: 4
th(0)=4.122479647397995;dx=-1.1350783018477823E-7
New Minimum: 4.122479647397995 > 2.905713438987732
END: th(1.684339755941405E7)=2.905713438987732; dx=-4.755898160055481E-8 evalInputDelta=1.216766208410263
Fitness changed from 4.122479647397995 to 2.905713438987732
Iteration 5 complete. Error: 2.905713438987732 Total: 122.0178; Orientation: 1.7821; Line Search: 81.0252
Iteration 5
Adding measurement 30811f91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.198e+03, gradient 2.119e-04, dot -0.949; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.980367422103882, 5.565070152282715, 4.122479647397995, 2.905713438987732
LBFGS Accumulation History: 3 points
Removed measurement 14e83c9d to history. Total: 4
th(0)=2.905713438987732;dx=-4.491989046650326E-8
New Minimum: 2.905713438987732 > 2.1042876094579697
END: th(3.6288E7)=2.1042876094579697; dx=-1.1699536013569805E-8 evalInputDelta=0.8014258295297623
Fitness changed from 2.905713438987732 to 2.1042876094579697
Iteration 6 complete. Error: 2.1042876094579697 Total: 122.8022; Orientation: 1.8031; Line Search: 80.9985
Adding measurement 1e4d93f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.381e+03, gradient 1.382e-04, dot -0.858; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.565070152282715, 4.122479647397995, 2.905713438987732, 2.1042876094579697
LBFGS Accumulation History: 3 points
Removed measurement 64fba3e6 to history. Total: 4
th(0)=2.1042876094579697;dx=-1.909020620003514E-8
New Minimum: 2.1042876094579697 > 1.7502523362636566
WOLF (strong): th(7.8180126031877E7)=1.7502523362636566; dx=1.6880153818473187E-10 evalInputDelta=0.35403527319431305
END: th(3.90900630159385E7)=1.766890063881874; dx=-5.726026788882018E-9 evalInputDelta=0.3373975455760956
Fitness changed from 2.1042876094579697 to 1.7502523362636566
Iteration 7 complete. Error: 1.7502523362636566 Total: 160.0506; Orientation: 1.8304; Line Search: 117.6722
Adding measurement 6219006a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.928e+03, gradient 1.336e-04, dot -0.713; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.122479647397995, 2.905713438987732, 2.1042876094579697, 1.7502523362636566
LBFGS Accumulation History: 3 points
Removed measurement 20a25f66 to history. Total: 4
th(0)=1.7502523362636566;dx=-1.7843245415972945E-8
New Minimum: 1.7502523362636566 > 1.7389526218175888
WOLF (strong): th(8.421698779707026E7)=1.7389526218175888; dx=7.037779795211128E-9 evalInputDelta=0.01129971444606781
New Minimum: 1.7389526218175888 > 1.5160763636231422
END: th(4.210849389853513E7)=1.5160763636231422; dx=-8.625349718959779E-10 evalInputDelta=0.23417597264051437
Fitness changed from 1.7502523362636566 to 1.5160763636231422
Iteration 8 complete. Error: 1.5160763636231422 Total: 162.4937; Orientation: 1.8661; Line Search: 120.9552
Adding measurement 3c538e62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.842e+03, gradient 1.093e-04, dot -0.710; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.905713438987732, 2.1042876094579697, 1.7502523362636566, 1.5160763636231422
LBFGS Accumulation History: 3 points
Removed measurement 30811f91 to history. Total: 4
th(0)=1.5160763636231422;dx=-1.1942739384083847E-8
Armijo: th(9.072000000000001E7)=2.0328664034605026; dx=1.3658699731567368E-8 evalInputDelta=-0.5167900398373604
New Minimum: 1.5160763636231422 > 1.4691405817866325
WOLF (strong): th(4.536000000000001E7)=1.4691405817866325; dx=5.6471521802255036E-9 evalInputDelta=0.046935781836509705
New Minimum: 1.4691405817866325 > 1.4027386382222176
END: th(1.5120000000000002E7)=1.4027386382222176; dx=-4.893784737729644E-9 evalInputDelta=0.11333772540092468
Fitness changed from 1.5160763636231422 to 1.4027386382222176
Iteration 9 complete. Error: 1.4027386382222176 Total: 198.8287; Orientation: 1.7778; Line Search: 158.6404
Adding measurement 3c5044fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.139e+03, gradient 7.377e-05, dot -0.835; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1042876094579697, 1.7502523362636566, 1.5160763636231422, 1.4027386382222176
LBFGS Accumulation History: 3 points
Removed measurement 1e4d93f7 to history. Total: 4
th(0)=1.4027386382222176;dx=-5.441725801683778E-9
New Minimum: 1.4027386382222176 > 1.2927874401211739
END: th(3.2575052513282087E7)=1.2927874401211739; dx=-2.6760139509746117E-9 evalInputDelta=0.1099511981010437
Fitness changed from 1.4027386382222176 to 1.2927874401211739
Iteration 10 complete. Error: 1.2927874401211739 Total: 120.6253; Orientation: 1.8769; Line Search: 79.2259
Iteration 10
Adding measurement 66046e7c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.453e+03, gradient 6.476e-05, dot -0.828; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7502523362636566, 1.5160763636231422, 1.4027386382222176, 1.2927874401211739
LBFGS Accumulation History: 3 points
Removed measurement 6219006a to history. Total: 4
th(0)=1.2927874401211739;dx=-4.194359578308607E-9
New Minimum: 1.2927874401211739 > 1.2093798220157623
END: th(7.018082316422524E7)=1.2093798220157623; dx=-2.1879235793685963E-10 evalInputDelta=0.08340761810541153
Fitness changed from 1.2927874401211739 to 1.2093798220157623
Iteration 11 complete. Error: 1.2093798220157623 Total: 118.9207; Orientation: 1.8216; Line Search: 77.6200
Adding measurement 4902c584 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.387e+03, gradient 9.400e-05, dot -0.535; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5160763636231422, 1.4027386382222176, 1.2927874401211739, 1.2093798220157623
LBFGS Accumulation History: 3 points
Removed measurement 3c538e62 to history. Total: 4
th(0)=1.2093798220157623;dx=-8.836384116378408E-9
Armijo: th(1.5120000000000006E8)=2.889596477150917; dx=1.8095004792882385E-8 evalInputDelta=-1.6802166551351547
Armijo: th(7.560000000000003E7)=1.5718394815921783; dx=1.0782106418034856E-8 evalInputDelta=-0.362459659576416
New Minimum: 1.2093798220157623 > 1.1339459791779518
WOLF (strong): th(2.520000000000001E7)=1.1339459791779518; dx=1.0674485214418247E-9 evalInputDelta=0.07543384283781052
END: th(6300000.000000003)=1.1636736318469048; dx=-6.073212322484016E-9 evalInputDelta=0.045706190168857574
Fitness changed from 1.2093798220157623 to 1.1339459791779518
Iteration 12 complete. Error: 1.1339459791779518 Total: 239.6676; Orientation: 1.7961; Line Search: 198.4864
Adding measurement 15549dd7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.462e+03, gradient 7.934e-05, dot -0.526; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4027386382222176, 1.2927874401211739, 1.2093798220157623, 1.1339459791779518
LBFGS Accumulation History: 3 points
Removed measurement 3c5044fa to history. Total: 4
th(0)=1.1339459791779518;dx=-6.294594235790469E-9
New Minimum: 1.1339459791779518 > 1.0857769697904587
END: th(1.3572938547200873E7)=1.0857769697904587; dx=-1.743633138856275E-9 evalInputDelta=0.048169009387493134
Fitness changed from 1.1339459791779518 to 1.0857769697904587
Iteration 13 complete. Error: 1.0857769697904587 Total: 119.0748; Orientation: 1.8017; Line Search: 78.0765
Adding measurement 758d0555 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.207e+03, gradient 5.178e-05, dot -0.741; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2927874401211739, 1.2093798220157623, 1.1339459791779518, 1.0857769697904587
LBFGS Accumulation History: 3 points
Removed measurement 66046e7c to history. Total: 4
th(0)=1.0857769697904587;dx=-2.681518041457152E-9
New Minimum: 1.0857769697904587 > 1.0440049022436142
END: th(2.9242009651760522E7)=1.0440049022436142; dx=-9.291598117267324E-10 evalInputDelta=0.04177206754684448
Fitness changed from 1.0857769697904587 to 1.0440049022436142
Iteration 14 complete. Error: 1.0440049022436142 Total: 121.0451; Orientation: 1.8113; Line Search: 81.2295
Adding measurement 27d0376f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.650e+03, gradient 5.172e-05, dot -0.724; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2093798220157623, 1.1339459791779518, 1.0857769697904587, 1.0440049022436142
LBFGS Accumulation History: 3 points
Removed measurement 4902c584 to history. Total: 4
th(0)=1.0440049022436142;dx=-2.674720297755655E-9
New Minimum: 1.0440049022436142 > 1.037376157939434
WOLF (strong): th(6.300000000000004E7)=1.037376157939434; dx=1.3066733001146568E-9 evalInputDelta=0.006628744304180145
New Minimum: 1.037376157939434 > 1.0078671723604202
END: th(3.150000000000002E7)=1.0078671723604202; dx=-2.801025144528597E-10 evalInputDelta=0.03613772988319397
Fitness changed from 1.0440049022436142 to 1.0078671723604202
Iteration 15 complete. Error: 1.0078671723604202 Total: 158.0155; Orientation: 1.8186; Line Search: 117.2969
Iteration 15
Adding measurement 153d14e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.112e+03, gradient 5.731e-05, dot -0.641; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1339459791779518, 1.0857769697904587, 1.0440049022436142, 1.0078671723604202
LBFGS Accumulation History: 3 points
Removed measurement 15549dd7 to history. Total: 4
th(0)=1.0078671723604202;dx=-3.283960932293048E-9
Armijo: th(6.786469273600438E7)=1.1203356459736824; dx=4.311291221285305E-9 evalInputDelta=-0.11246847361326218
New Minimum: 1.0078671723604202 > 0.9925678968429565
WOLF (strong): th(3.393234636800219E7)=0.9925678968429565; dx=1.294915758906128E-9 evalInputDelta=0.015299275517463684
New Minimum: 0.9925678968429565 > 0.9837072789669037
END: th(1.1310782122667396E7)=0.9837072789669037; dx=-1.59535949921091E-9 evalInputDelta=0.02415989339351654
Fitness changed from 1.0078671723604202 to 0.9837072789669037
Iteration 16 complete. Error: 0.9837072789669037 Total: 198.2802; Orientation: 1.7708; Line Search: 156.0945
Adding measurement f252762 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.910e+03, gradient 4.140e-05, dot -0.869; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0857769697904587, 1.0440049022436142, 1.0078671723604202, 0.9837072789669037
LBFGS Accumulation History: 3 points
Removed measurement 758d0555 to history. Total: 4
th(0)=0.9837072789669037;dx=-1.7142482684481206E-9
New Minimum: 0.9837072789669037 > 0.9570591971278191
END: th(2.4368341376467105E7)=0.9570591971278191; dx=-1.012553648042846E-9 evalInputDelta=0.026648081839084625
Fitness changed from 0.9837072789669037 to 0.9570591971278191
Iteration 17 complete. Error: 0.9570591971278191 Total: 121.3949; Orientation: 1.8103; Line Search: 79.9520
Adding measurement 626b9092 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.039e+03, gradient 4.081e-05, dot -0.824; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0440049022436142, 1.0078671723604202, 0.9837072789669037, 0.9570591971278191
LBFGS Accumulation History: 3 points
Removed measurement 27d0376f to history. Total: 4
th(0)=0.9570591971278191;dx=-1.6656269692673197E-9
New Minimum: 0.9570591971278191 > 0.9264429733157158
END: th(5.250000000000004E7)=0.9264429733157158; dx=-1.7373402360090037E-10 evalInputDelta=0.03061622381210327
Fitness changed from 0.9570591971278191 to 0.9264429733157158
Iteration 18 complete. Error: 0.9264429733157158 Total: 121.4098; Orientation: 1.7789; Line Search: 79.5754
Adding measurement 56b48163 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.330e+03, gradient 6.880e-05, dot -0.477; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0078671723604202, 0.9837072789669037, 0.9570591971278191, 0.9264429733157158
LBFGS Accumulation History: 3 points
Removed measurement 153d14e3 to history. Total: 4
th(0)=0.9264429733157158;dx=-4.733560194380149E-9
Armijo: th(1.1310782122667398E8)=1.2660411298274994; dx=4.873420345992615E-9 evalInputDelta=-0.3395981565117836
Armijo: th(5.655391061333699E7)=1.0000419318675995; dx=2.9432166406342296E-9 evalInputDelta=-0.0735989585518837
New Minimum: 0.9264429733157158 > 0.9004241153597832
WOLF (strong): th(1.8851303537778996E7)=0.9004241153597832; dx=5.372077187154178E-10 evalInputDelta=0.026018857955932617
END: th(4712825.884444749)=0.9090898707509041; dx=-2.8215653977673667E-9 evalInputDelta=0.017353102564811707
Fitness changed from 0.9264429733157158 to 0.9004241153597832
Iteration 19 complete. Error: 0.9004241153597832 Total: 238.9206; Orientation: 1.7834; Line Search: 197.1866
Adding measurement 1b30b6f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.675e+03, gradient 5.198e-05, dot -0.587; [e56eaa01-eb6f-4f0d-8f26-9a8c5ad65ae8 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9837072789669037, 0.9570591971278191, 0.9264429733157158, 0.9004241153597832
LBFGS Accumulation History: 3 points
Removed measurement f252762 to history. Total: 4
th(0)=0.9004241153597832;dx=-2.7023411352154687E-9
New Minimum: 0.9004241153597832 > 0.8821309506893158
END: th(1.0153475573527962E7)=0.8821309506893158; dx=-1.1270619766245575E-9 evalInputDelta=0.018293164670467377
Fitness changed from 0.9004241153597832 to 0.8821309506893158
Iteration 20 complete. Error: 0.8821309506893158 Total: 120.4166; Orientation: 1.8369; Line Search: 79.2154
Iteration 20
Final threshold in iteration 21: 0.8821309506893158 (> -Infinity) after 3315.438s (< 3600.000s)