Reset training subject: 854008762160100
Reset training subject: 854047320648500
Adding measurement 7614378d to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=6.498792231082916;dx=-1.3886808014689673E-6
New Minimum: 6.498792231082916 > 6.498789668083191
WOLFE (weak): th(2.154434690031884)=6.498789668083191; dx=-1.3886806829662498E-6 evalInputDelta=2.562999725341797E-6
New Minimum: 6.498789668083191 > 6.498786568641663
WOLFE (weak): th(4.308869380063768)=6.498786568641663; dx=-1.3886531570937815E-6 evalInputDelta=5.662441253662109E-6
New Minimum: 6.498786568641663 > 6.49877542257309
WOLFE (weak): th(12.926608140191302)=6.49877542257309; dx=-1.3886517318898946E-6 evalInputDelta=1.6808509826660156E-5
New Minimum: 6.49877542257309 > 6.498724043369293
WOLFE (weak): th(51.70643256076521)=6.498724043369293; dx=-1.3886317015238474E-6 evalInputDelta=6.818771362304688E-5
New Minimum: 6.498724043369293 > 6.498451888561249
WOLFE (weak): th(258.53216280382605)=6.498451888561249; dx=-1.3885746259977911E-6 evalInputDelta=3.4034252166748047E-4
New Minimum: 6.498451888561249 > 6.496750593185425
WOLFE (weak): th(1551.1929768229563)=6.496750593185425; dx=-1.3872523964768899E-6 evalInputDelta=0.002041637897491455
New Minimum: 6.496750593185425 > 6.48453676700592
WOLFE (weak): th(10858.350837760694)=6.48453676700592; dx=-1.3773677436827286E-6 evalInputDelta=0.01425546407699585
New Minimum: 6.48453676700592 > 6.3861348032951355
WOLFE (weak): th(86866.80670208555)=6.3861348032951355; dx=-1.2944072919867116E-6 evalInputDelta=0.11265742778778076
New Minimum: 6.3861348032951355 > 5.72378146648407
END: th(781801.26031877)=5.72378146648407; dx=-7.248597744339219E-7 evalInputDelta=0.7750107645988464
Fitness changed from 6.498792231082916 to 5.72378146648407
Iteration 1 complete. Error: 5.72378146648407 Total: 512.7336; Orientation: 0.0669; Line Search: 393.9783
Iteration 1
Adding measurement 65a80fdb to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.72378146648407;dx=-6.276642732714615E-7
New Minimum: 5.72378146648407 > 4.94476580619812
END: th(1684339.7559414052)=4.94476580619812; dx=-3.516211693552524E-7 evalInputDelta=0.7790156602859497
Fitness changed from 5.72378146648407 to 4.94476580619812
Iteration 2 complete. Error: 4.94476580619812 Total: 117.4897; Orientation: 0.0703; Line Search: 77.8617
Iteration 2
Adding measurement 6c8e5ac4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.94476580619812;dx=-2.8727613289129885E-7
New Minimum: 4.94476580619812 > 4.09240847826004
END: th(3628800.0)=4.09240847826004; dx=-1.812384834358609E-7 evalInputDelta=0.8523573279380798
Fitness changed from 4.94476580619812 to 4.09240847826004
Iteration 3 complete. Error: 4.09240847826004 Total: 117.7152; Orientation: 0.0673; Line Search: 79.4160
Iteration 3
Adding measurement 577cf459 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.659e+03, gradient 3.984e-04, dot -0.988; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.498792231082916, 5.72378146648407, 4.94476580619812, 4.09240847826004
LBFGS Accumulation History: 3 points
Removed measurement 7614378d to history. Total: 4
th(0)=4.09240847826004;dx=-1.5873831104815236E-7
New Minimum: 4.09240847826004 > 3.148891806602478
END: th(7818012.6031877)=3.148891806602478; dx=-9.178048859130109E-8 evalInputDelta=0.9435166716575623
Fitness changed from 4.09240847826004 to 3.148891806602478
Iteration 4 complete. Error: 3.148891806602478 Total: 119.6371; Orientation: 1.7996; Line Search: 78.8174
Iteration 4
Adding measurement 61be6051 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.820e+03, gradient 2.862e-04, dot -0.979; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.72378146648407, 4.94476580619812, 4.09240847826004, 3.148891806602478
LBFGS Accumulation History: 3 points
Removed measurement 65a80fdb to history. Total: 4
th(0)=3.148891806602478;dx=-8.190061861575405E-8
New Minimum: 3.148891806602478 > 2.248028576374054
END: th(1.684339755941405E7)=2.248028576374054; dx=-3.8659598678001925E-8 evalInputDelta=0.9008632302284241
Fitness changed from 3.148891806602478 to 2.248028576374054
Iteration 5 complete. Error: 2.248028576374054 Total: 122.2157; Orientation: 1.7994; Line Search: 80.6383
Iteration 5
Adding measurement 621a387f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.722e+03, gradient 1.940e-04, dot -0.943; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.94476580619812, 4.09240847826004, 3.148891806602478, 2.248028576374054
LBFGS Accumulation History: 3 points
Removed measurement 6c8e5ac4 to history. Total: 4
th(0)=2.248028576374054;dx=-3.762023116049301E-8
New Minimum: 2.248028576374054 > 1.5415182560682297
END: th(3.6288E7)=1.5415182560682297; dx=-1.209457725343779E-8 evalInputDelta=0.7065103203058243
Fitness changed from 2.248028576374054 to 1.5415182560682297
Iteration 6 complete. Error: 1.5415182560682297 Total: 120.5710; Orientation: 1.7609; Line Search: 79.8730
Adding measurement 701c482e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.875e+03, gradient 1.226e-04, dot -0.890; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.09240847826004, 3.148891806602478, 2.248028576374054, 1.5415182560682297
LBFGS Accumulation History: 3 points
Removed measurement 577cf459 to history. Total: 4
th(0)=1.5415182560682297;dx=-1.5039356577671766E-8
New Minimum: 1.5415182560682297 > 1.1550909578800201
END: th(7.8180126031877E7)=1.1550909578800201; dx=-1.7531911192525092E-9 evalInputDelta=0.38642729818820953
Fitness changed from 1.5415182560682297 to 1.1550909578800201
Iteration 7 complete. Error: 1.1550909578800201 Total: 119.7203; Orientation: 1.8325; Line Search: 78.8377
Adding measurement 60ee7a51 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.439e+03, gradient 9.134e-05, dot -0.771; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.148891806602478, 2.248028576374054, 1.5415182560682297, 1.1550909578800201
LBFGS Accumulation History: 3 points
Removed measurement 61be6051 to history. Total: 4
th(0)=1.1550909578800201;dx=-8.342099796249252E-9
Armijo: th(1.6843397559414053E8)=1.5205651670694351; dx=4.983291953533154E-9 evalInputDelta=-0.365474209189415
New Minimum: 1.1550909578800201 > 1.1240564659237862
WOLF (strong): th(8.421698779707026E7)=1.1240564659237862; dx=2.6606269567649506E-9 evalInputDelta=0.03103449195623398
New Minimum: 1.1240564659237862 > 1.0374793261289597
END: th(2.807232926569009E7)=1.0374793261289597; dx=-1.8943439350871432E-9 evalInputDelta=0.11761163175106049
Fitness changed from 1.1550909578800201 to 1.0374793261289597
Iteration 8 complete. Error: 1.0374793261289597 Total: 199.3409; Orientation: 1.7727; Line Search: 157.9392
Adding measurement 56a9a7b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.077e+03, gradient 7.265e-05, dot -0.719; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.248028576374054, 1.5415182560682297, 1.1550909578800201, 1.0374793261289597
LBFGS Accumulation History: 3 points
Removed measurement 621a387f to history. Total: 4
th(0)=1.0374793261289597;dx=-5.2779118432635554E-9
New Minimum: 1.0374793261289597 > 0.9823575764894485
WOLF (strong): th(6.048000000000001E7)=0.9823575764894485; dx=1.264369359527877E-9 evalInputDelta=0.05512174963951111
New Minimum: 0.9823575764894485 > 0.9622396603226662
END: th(3.0240000000000004E7)=0.9622396603226662; dx=-1.2098810946588961E-9 evalInputDelta=0.07523966580629349
Fitness changed from 1.0374793261289597 to 0.9622396603226662
Iteration 9 complete. Error: 0.9622396603226662 Total: 157.8929; Orientation: 1.8052; Line Search: 116.8724
Adding measurement 53d9af1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.490e+03, gradient 6.496e-05, dot -0.712; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5415182560682297, 1.1550909578800201, 1.0374793261289597, 0.9622396603226662
LBFGS Accumulation History: 3 points
Removed measurement 701c482e to history. Total: 4
th(0)=0.9622396603226662;dx=-4.219400503224614E-9
New Minimum: 0.9622396603226662 > 0.940581314265728
WOLF (strong): th(6.515010502656417E7)=0.940581314265728; dx=1.6632435422574083E-9 evalInputDelta=0.02165834605693817
New Minimum: 0.940581314265728 > 0.9031318351626396
END: th(3.2575052513282087E7)=0.9031318351626396; dx=-4.873465038761292E-10 evalInputDelta=0.05910782516002655
Fitness changed from 0.9622396603226662 to 0.9031318351626396
Iteration 10 complete. Error: 0.9031318351626396 Total: 160.2250; Orientation: 1.8334; Line Search: 119.2223
Iteration 10
Adding measurement 443253a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.333e+03, gradient 6.388e-05, dot -0.674; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1550909578800201, 1.0374793261289597, 0.9622396603226662, 0.9031318351626396
LBFGS Accumulation History: 3 points
Removed measurement 60ee7a51 to history. Total: 4
th(0)=0.9031318351626396;dx=-4.080892775540785E-9
Armijo: th(7.018082316422524E7)=0.9444920644164085; dx=2.9835061161057105E-9 evalInputDelta=-0.04136022925376892
New Minimum: 0.9031318351626396 > 0.8604919463396072
WOLF (strong): th(3.509041158211262E7)=0.8604919463396072; dx=4.363933271875406E-10 evalInputDelta=0.04263988882303238
END: th(1.1696803860704206E7)=0.8704611659049988; dx=-2.2919498908923247E-9 evalInputDelta=0.03267066925764084
Fitness changed from 0.9031318351626396 to 0.8604919463396072
Iteration 11 complete. Error: 0.8604919463396072 Total: 198.7648; Orientation: 1.7943; Line Search: 157.9902
Adding measurement 59b1edab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.329e+03, gradient 6.690e-05, dot -0.624; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0374793261289597, 0.9622396603226662, 0.9031318351626396, 0.8604919463396072
LBFGS Accumulation History: 3 points
Removed measurement 56a9a7b5 to history. Total: 4
th(0)=0.8604919463396072;dx=-4.475725740214086E-9
New Minimum: 0.8604919463396072 > 0.811421312391758
END: th(2.5200000000000007E7)=0.811421312391758; dx=-1.455179265561825E-10 evalInputDelta=0.049070633947849274
Fitness changed from 0.8604919463396072 to 0.811421312391758
Iteration 12 complete. Error: 0.811421312391758 Total: 118.9432; Orientation: 1.8959; Line Search: 77.8189
Adding measurement 45f95ac0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.906e+03, gradient 5.103e-05, dot -0.724; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9622396603226662, 0.9031318351626396, 0.8604919463396072, 0.811421312391758
LBFGS Accumulation History: 3 points
Removed measurement 53d9af1 to history. Total: 4
th(0)=0.811421312391758;dx=-2.604527774221185E-9
New Minimum: 0.811421312391758 > 0.7894702404737473
WOLF (strong): th(5.429175418880349E7)=0.7894702404737473; dx=5.228366568471231E-10 evalInputDelta=0.02195107191801071
New Minimum: 0.7894702404737473 > 0.7781045660376549
END: th(2.7145877094401743E7)=0.7781045660376549; dx=-6.945117925869311E-10 evalInputDelta=0.03331674635410309
Fitness changed from 0.811421312391758 to 0.7781045660376549
Iteration 13 complete. Error: 0.7781045660376549 Total: 160.7460; Orientation: 1.8156; Line Search: 119.9699
Adding measurement 3bb4c2b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.780e+03, gradient 4.551e-05, dot -0.757; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9031318351626396, 0.8604919463396072, 0.811421312391758, 0.7781045660376549
LBFGS Accumulation History: 3 points
Removed measurement 443253a6 to history. Total: 4
th(0)=0.7781045660376549;dx=-2.0712521652243594E-9
New Minimum: 0.7781045660376549 > 0.7530700266361237
WOLF (strong): th(5.848401930352104E7)=0.7530700266361237; dx=1.5205226396147786E-10 evalInputDelta=0.02503453940153122
New Minimum: 0.7530700266361237 > 0.7491009309887886
END: th(2.924200965176052E7)=0.7491009309887886; dx=-6.10676426476164E-10 evalInputDelta=0.029003635048866272
Fitness changed from 0.7781045660376549 to 0.7491009309887886
Iteration 14 complete. Error: 0.7491009309887886 Total: 160.8699; Orientation: 1.7990; Line Search: 118.5556
Adding measurement 57867d96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.068e+03, gradient 4.557e-05, dot -0.711; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8604919463396072, 0.811421312391758, 0.7781045660376549, 0.7491009309887886
LBFGS Accumulation History: 3 points
Removed measurement 59b1edab to history. Total: 4
th(0)=0.7491009309887886;dx=-2.0769974905731823E-9
New Minimum: 0.7491009309887886 > 0.7488624677062035
WOLF (strong): th(6.300000000000003E7)=0.7488624677062035; dx=7.984345877510947E-10 evalInputDelta=2.3846328258514404E-4
New Minimum: 0.7488624677062035 > 0.7260234132409096
END: th(3.1500000000000015E7)=0.7260234132409096; dx=-1.772062535344875E-10 evalInputDelta=0.02307751774787903
Fitness changed from 0.7491009309887886 to 0.7260234132409096
Iteration 15 complete. Error: 0.7260234132409096 Total: 160.7421; Orientation: 1.8478; Line Search: 119.5808
Iteration 15
Adding measurement 706d2bae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.287e+03, gradient 5.059e-05, dot -0.627; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.811421312391758, 0.7781045660376549, 0.7491009309887886, 0.7260234132409096
LBFGS Accumulation History: 3 points
Removed measurement 45f95ac0 to history. Total: 4
th(0)=0.7260234132409096;dx=-2.5591146270499547E-9
Armijo: th(6.786469273600437E7)=0.7873697355389595; dx=2.6246362152394315E-9 evalInputDelta=-0.06134632229804993
New Minimum: 0.7260234132409096 > 0.7119102254509926
WOLF (strong): th(3.3932346368002184E7)=0.7119102254509926; dx=8.07182101129768E-10 evalInputDelta=0.014113187789916992
New Minimum: 0.7119102254509926 > 0.7076123729348183
END: th(1.1310782122667395E7)=0.7076123729348183; dx=-1.1854744531095874E-9 evalInputDelta=0.01841104030609131
Fitness changed from 0.7260234132409096 to 0.7076123729348183
Iteration 16 complete. Error: 0.7076123729348183 Total: 197.6147; Orientation: 1.8008; Line Search: 156.0793
Adding measurement 14b9df65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.937e+03, gradient 3.661e-05, dot -0.861; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7781045660376549, 0.7491009309887886, 0.7260234132409096, 0.7076123729348183
LBFGS Accumulation History: 3 points
Removed measurement 3bb4c2b2 to history. Total: 4
th(0)=0.7076123729348183;dx=-1.3400218217643787E-9
New Minimum: 0.7076123729348183 > 0.6880819350481033
END: th(2.43683413764671E7)=0.6880819350481033; dx=-7.410246237878691E-10 evalInputDelta=0.019530437886714935
Fitness changed from 0.7076123729348183 to 0.6880819350481033
Iteration 17 complete. Error: 0.6880819350481033 Total: 119.6394; Orientation: 1.7741; Line Search: 78.7373
Adding measurement d65e744 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.032e+03, gradient 3.581e-05, dot -0.804; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7491009309887886, 0.7260234132409096, 0.7076123729348183, 0.6880819350481033
LBFGS Accumulation History: 3 points
Removed measurement 57867d96 to history. Total: 4
th(0)=0.6880819350481033;dx=-1.2826332971988692E-9
New Minimum: 0.6880819350481033 > 0.6622244790196419
END: th(5.250000000000003E7)=0.6622244790196419; dx=-4.4526243162942017E-10 evalInputDelta=0.025857456028461456
Fitness changed from 0.6880819350481033 to 0.6622244790196419
Iteration 18 complete. Error: 0.6622244790196419 Total: 119.0895; Orientation: 1.8052; Line Search: 77.3262
Adding measurement 5016f1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.193e+03, gradient 4.287e-05, dot -0.618; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7260234132409096, 0.7076123729348183, 0.6880819350481033, 0.6622244790196419
LBFGS Accumulation History: 3 points
Removed measurement 706d2bae to history. Total: 4
th(0)=0.6622244790196419;dx=-1.8376582566120024E-9
Armijo: th(1.1310782122667396E8)=0.7651916369795799; dx=1.8877517166379224E-9 evalInputDelta=-0.10296715795993805
Armijo: th(5.655391061333698E7)=0.66483985632658; dx=8.416144084418766E-10 evalInputDelta=-0.0026153773069381714
New Minimum: 0.6622244790196419 > 0.6442935988306999
END: th(1.8851303537778992E7)=0.6442935988306999; dx=-5.363466543186074E-10 evalInputDelta=0.017930880188941956
Fitness changed from 0.6622244790196419 to 0.6442935988306999
Iteration 19 complete. Error: 0.6442935988306999 Total: 198.6161; Orientation: 1.8065; Line Search: 158.3995
Adding measurement 699bb304 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.071e+03, gradient 3.542e-05, dot -0.719; [16bdde5e-c893-4257-9786-1238934b9073 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7076123729348183, 0.6880819350481033, 0.6622244790196419, 0.6442935988306999
LBFGS Accumulation History: 3 points
Removed measurement 14b9df65 to history. Total: 4
th(0)=0.6442935988306999;dx=-1.2547093596097618E-9
New Minimum: 0.6442935988306999 > 0.6257985569536686
END: th(4.061390229411184E7)=0.6257985569536686; dx=-1.9484736398192914E-10 evalInputDelta=0.018495041877031326
Fitness changed from 0.6442935988306999 to 0.6257985569536686
Iteration 20 complete. Error: 0.6257985569536686 Total: 119.1080; Orientation: 1.8044; Line Search: 77.8021
Iteration 20
Final threshold in iteration 21: 0.6257985569536686 (> -Infinity) after 3301.727s (< 3600.000s)