Reset training subject: 2399490820945
Reset training subject: 2404199995213
Adding measurement 5f511b08 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=32.49498479813337;dx=-0.008446572154266332
New Minimum: 32.49498479813337 > 32.475468780845404
WOLFE (weak): th(2.154434690031884)=32.475468780845404; dx=-0.008335420190030324 evalInputDelta=0.01951601728796959
New Minimum: 32.475468780845404 > 32.45600833743811
WOLFE (weak): th(4.308869380063768)=32.45600833743811; dx=-0.008334826819678197 evalInputDelta=0.038976460695266724
New Minimum: 32.45600833743811 > 32.378410786390305
WOLFE (weak): th(12.926608140191302)=32.378410786390305; dx=-0.008338138003345126 evalInputDelta=0.1165740117430687
New Minimum: 32.378410786390305 > 32.03445707261562
WOLFE (weak): th(51.70643256076521)=32.03445707261562; dx=-0.008201764859370561 evalInputDelta=0.4605277255177498
New Minimum: 32.03445707261562 > 30.35514223575592
END: th(258.53216280382605)=30.35514223575592; dx=-0.006942560975936889 evalInputDelta=2.139842562377453
Fitness changed from 32.49498479813337 to 30.35514223575592
Iteration 1 complete. Error: 30.35514223575592 Total: 42.8524; Orientation: 0.0049; Line Search: 28.6267
Adding measurement 1113aaef to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=30.35514223575592;dx=-0.0060584124054020305
New Minimum: 30.35514223575592 > 27.311204571276903
END: th(556.9906600335335)=27.311204571276903; dx=-0.004273741080448777 evalInputDelta=3.0439376644790173
Fitness changed from 30.35514223575592 to 27.311204571276903
Iteration 2 complete. Error: 27.311204571276903 Total: 14.0160; Orientation: 0.0039; Line Search: 9.3288
Adding measurement 60071afb to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=27.311204571276903;dx=-0.003507779518558748
New Minimum: 27.311204571276903 > 23.723474629223347
END: th(1200.0)=23.723474629223347; dx=-0.0021214621416050248 evalInputDelta=3.5877299420535564
Fitness changed from 27.311204571276903 to 23.723474629223347
Iteration 3 complete. Error: 23.723474629223347 Total: 14.0117; Orientation: 0.0040; Line Search: 9.3361
Adding measurement 4e8afda1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.416e+02, gradient 4.271e-02, dot -0.926; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 23.723474629223347, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 4e8afda1 to history. Total: 3
th(0)=23.723474629223347;dx=-0.001815192991963282
New Minimum: 23.723474629223347 > 20.088094647973776
END: th(2585.3216280382608)=20.088094647973776; dx=-8.900460285691369E-4 evalInputDelta=3.635379981249571
Fitness changed from 23.723474629223347 to 20.088094647973776
Iteration 4 complete. Error: 20.088094647973776 Total: 14.1607; Orientation: 0.1285; Line Search: 9.3283
Adding measurement 63924980 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.132e+02, gradient 3.001e-02, dot -0.807; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 20.088094647973776, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 63924980 to history. Total: 3
th(0)=20.088094647973776;dx=-8.915784648900988E-4
New Minimum: 20.088094647973776 > 17.407938055694103
END: th(5569.9066003353355)=17.407938055694103; dx=-1.5516431219197383E-4 evalInputDelta=2.6801565922796726
Fitness changed from 20.088094647973776 to 17.407938055694103
Iteration 5 complete. Error: 17.407938055694103 Total: 14.2194; Orientation: 0.0814; Line Search: 9.4403
Adding measurement 69f566da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.743e+01, gradient 3.552e-02, dot -0.535; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.407938055694103, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 69f566da to history. Total: 3
th(0)=17.407938055694103;dx=-0.0012363113931601645
Armijo: th(12000.000000000002)=20.775967724621296; dx=3.787983149765728E-4 evalInputDelta=-3.3680296689271927
Armijo: th(6000.000000000001)=18.373291801661253; dx=3.4813273292650206E-4 evalInputDelta=-0.9653537459671497
New Minimum: 17.407938055694103 > 16.524181466549635
WOLF (strong): th(2000.0000000000002)=16.524181466549635; dx=2.149149176128578E-4 evalInputDelta=0.8837565891444683
END: th(500.00000000000006)=16.856623649597168; dx=-8.102018534888419E-4 evalInputDelta=0.5513144060969353
Fitness changed from 17.407938055694103 to 16.524181466549635
Iteration 6 complete. Error: 16.524181466549635 Total: 28.1228; Orientation: 0.0823; Line Search: 23.3706
Adding measurement 14f25260 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.057e+01, gradient 3.111e-02, dot -0.522; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.524181466549635, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 14f25260 to history. Total: 3
th(0)=16.524181466549635;dx=-9.615113404696998E-4
New Minimum: 16.524181466549635 > 15.85046225041151
END: th(1077.217345015942)=15.85046225041151; dx=-2.516528210924608E-4 evalInputDelta=0.6737192161381245
Fitness changed from 16.524181466549635 to 15.85046225041151
Iteration 7 complete. Error: 15.85046225041151 Total: 14.4031; Orientation: 0.3691; Line Search: 9.3686
Adding measurement 534f48c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.401e+01, gradient 1.736e-02, dot -0.704; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.85046225041151, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 534f48c9 to history. Total: 3
th(0)=15.85046225041151;dx=-2.9593625553507206E-4
New Minimum: 15.85046225041151 > 15.24739471077919
END: th(2320.79441680639)=15.24739471077919; dx=-2.0804370614105176E-4 evalInputDelta=0.6030675396323204
Fitness changed from 15.85046225041151 to 15.24739471077919
Iteration 8 complete. Error: 15.24739471077919 Total: 14.1344; Orientation: 0.0870; Line Search: 9.3476
Adding measurement 677b0269 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.846e+01, gradient 1.583e-02, dot -0.723; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.24739471077919, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 677b0269 to history. Total: 3
th(0)=15.24739471077919;dx=-2.4547892992450273E-4
New Minimum: 15.24739471077919 > 14.438152343034744
END: th(5000.000000000002)=14.438152343034744; dx=-9.356265418752396E-5 evalInputDelta=0.8092423677444458
Fitness changed from 15.24739471077919 to 14.438152343034744
Iteration 9 complete. Error: 14.438152343034744 Total: 14.8723; Orientation: 0.1059; Line Search: 9.3462
Adding measurement 732a754 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.475e+01, gradient 1.945e-02, dot -0.541; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.438152343034744, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 732a754 to history. Total: 3
th(0)=14.438152343034744;dx=-3.764997169793641E-4
Armijo: th(10772.173450159424)=16.279432397335768; dx=2.1788159468163912E-4 evalInputDelta=-1.8412800543010235
Armijo: th(5386.086725079712)=14.654099505394697; dx=2.5719900261652186E-4 evalInputDelta=-0.21594716235995293
New Minimum: 14.438152343034744 > 14.057138416916132
END: th(1795.3622416932374)=14.057138416916132; dx=-4.988900896049038E-5 evalInputDelta=0.3810139261186123
Fitness changed from 14.438152343034744 to 14.057138416916132
Iteration 10 complete. Error: 14.057138416916132 Total: 23.4834; Orientation: 0.0801; Line Search: 18.7043
Adding measurement f3160f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.001e+02, gradient 1.557e-02, dot -0.625; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.057138416916132, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement f3160f0 to history. Total: 3
th(0)=14.057138416916132;dx=-2.372390054508142E-4
New Minimum: 14.057138416916132 > 13.77895887196064
WOLF (strong): th(3867.990694677318)=13.77895887196064; dx=6.557846200359573E-5 evalInputDelta=0.278179544955492
New Minimum: 13.77895887196064 > 13.758875735104084
END: th(1933.995347338659)=13.758875735104084; dx=-6.297841407459494E-5 evalInputDelta=0.29826268181204796
Fitness changed from 14.057138416916132 to 13.758875735104084
Iteration 11 complete. Error: 13.758875735104084 Total: 18.9099; Orientation: 0.0970; Line Search: 14.1266
Adding measurement 7257bae8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.805e+01, gradient 1.426e-02, dot -0.633; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.758875735104084, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 7257bae8 to history. Total: 3
th(0)=13.758875735104084;dx=-2.0140953785088053E-4
New Minimum: 13.758875735104084 > 13.52559793740511
WOLF (strong): th(4166.66666666667)=13.52559793740511; dx=5.0592938268024716E-5 evalInputDelta=0.2332777976989746
New Minimum: 13.52559793740511 > 13.501392841339111
END: th(2083.333333333335)=13.501392841339111; dx=-4.834252168986812E-5 evalInputDelta=0.2574828937649727
Fitness changed from 13.758875735104084 to 13.501392841339111
Iteration 12 complete. Error: 13.501392841339111 Total: 18.8463; Orientation: 0.0871; Line Search: 14.0637
Adding measurement 1d643f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.027e+02, gradient 1.445e-02, dot -0.620; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.501392841339111, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 1d643f6 to history. Total: 3
th(0)=13.501392841339111;dx=-2.07289897488432E-4
New Minimum: 13.501392841339111 > 13.386747740209103
WOLF (strong): th(4488.405604233095)=13.386747740209103; dx=1.011349894765932E-4 evalInputDelta=0.1146451011300087
New Minimum: 13.386747740209103 > 13.259137704968452
END: th(2244.2028021165474)=13.259137704968452; dx=-1.6504644410883338E-5 evalInputDelta=0.24225513637065887
Fitness changed from 13.501392841339111 to 13.259137704968452
Iteration 13 complete. Error: 13.259137704968452 Total: 18.8145; Orientation: 0.0861; Line Search: 14.0436
Adding measurement f3e3d73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.015e+02, gradient 1.520e-02, dot -0.572; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.259137704968452, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement f3e3d73 to history. Total: 3
th(0)=13.259137704968452;dx=-2.2889558084694103E-4
Armijo: th(4834.988368346649)=13.363416135311127; dx=1.7024051565543862E-4 evalInputDelta=-0.10427843034267426
New Minimum: 13.259137704968452 > 13.048084996640682
WOLF (strong): th(2417.4941841733244)=13.048084996640682; dx=3.4488121241092265E-5 evalInputDelta=0.21105270832777023
END: th(805.8313947244415)=13.10911512747407; dx=-1.3046735791939768E-4 evalInputDelta=0.15002257749438286
Fitness changed from 13.259137704968452 to 13.048084996640682
Iteration 14 complete. Error: 13.048084996640682 Total: 23.5380; Orientation: 0.1788; Line Search: 18.6732
Adding measurement 3b3ac2f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.040e+02, gradient 1.680e-02, dot -0.521; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.048084996640682, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 3b3ac2f7 to history. Total: 3
th(0)=13.048084996640682;dx=-2.793478801483991E-4
New Minimum: 13.048084996640682 > 12.794523946940899
END: th(1736.1111111111127)=12.794523946940899; dx=-4.965180867347421E-6 evalInputDelta=0.2535610496997833
Fitness changed from 13.048084996640682 to 12.794523946940899
Iteration 15 complete. Error: 12.794523946940899 Total: 14.2664; Orientation: 0.0804; Line Search: 9.4938
Adding measurement 541e9cab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.011e+02, gradient 1.234e-02, dot -0.623; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.794523946940899, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 541e9cab to history. Total: 3
th(0)=12.794523946940899;dx=-1.5067026598329492E-4
New Minimum: 12.794523946940899 > 12.592912554740906
WOLF (strong): th(3740.3380035275795)=12.592912554740906; dx=2.3736118691118075E-5 evalInputDelta=0.20161139219999313
END: th(1870.1690017637898)=12.604282278567553; dx=-5.121568209429048E-5 evalInputDelta=0.19024166837334633
Fitness changed from 12.794523946940899 to 12.592912554740906
Iteration 16 complete. Error: 12.592912554740906 Total: 20.0824; Orientation: 1.2594; Line Search: 14.0930
Adding measurement 219000a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.052e+02, gradient 1.840e-02, dot -0.460; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.592912554740906, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 219000a2 to history. Total: 3
th(0)=12.592912554740906;dx=-3.3696231318898446E-4
Armijo: th(4029.156973622208)=12.78097952902317; dx=3.118719172320222E-4 evalInputDelta=-0.1880669742822647
New Minimum: 12.592912554740906 > 12.330187436193228
WOLF (strong): th(2014.578486811104)=12.330187436193228; dx=7.658206093806203E-5 evalInputDelta=0.262725118547678
END: th(671.526162270368)=12.405766069889069; dx=-1.9628789632813128E-4 evalInputDelta=0.18714648485183716
Fitness changed from 12.592912554740906 to 12.330187436193228
Iteration 17 complete. Error: 12.330187436193228 Total: 23.5636; Orientation: 0.0885; Line Search: 18.8041
Adding measurement 1b53df98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.866e+01, gradient 1.415e-02, dot -0.513; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.330187436193228, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 1b53df98 to history. Total: 3
th(0)=12.330187436193228;dx=-1.9855340006954696E-4
New Minimum: 12.330187436193228 > 12.150709614157677
END: th(1446.7592592592607)=12.150709614157677; dx=-4.66372081634336E-5 evalInputDelta=0.17947782203555107
Fitness changed from 12.330187436193228 to 12.150709614157677
Iteration 18 complete. Error: 12.150709614157677 Total: 14.1013; Orientation: 0.0847; Line Search: 9.3396
Adding measurement 1998db63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.037e+02, gradient 9.769e-03, dot -0.690; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.150709614157677, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 1998db63 to history. Total: 3
th(0)=12.150709614157677;dx=-9.459123078715245E-5
New Minimum: 12.150709614157677 > 11.934535950422287
END: th(3116.9483362729834)=11.934535950422287; dx=-4.770790165149701E-5 evalInputDelta=0.2161736637353897
Fitness changed from 12.150709614157677 to 11.934535950422287
Iteration 19 complete. Error: 11.934535950422287 Total: 14.1424; Orientation: 0.1097; Line Search: 9.3530
Adding measurement 680c9e54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.046e+02, gradient 1.077e-02, dot -0.616; [38e10653-0e3d-4a44-a4c9-df5ada56bbc2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.934535950422287, 27.311204571276903, 30.35514223575592, 32.49498479813337
LBFGS Accumulation History: 3 points
Removed measurement 680c9e54 to history. Total: 3
th(0)=11.934535950422287;dx=-1.1391288583189176E-4
New Minimum: 11.934535950422287 > 11.836003936827183
WOLF (strong): th(6715.261622703681)=11.836003936827183; dx=4.096500733196107E-5 evalInputDelta=0.09853201359510422
New Minimum: 11.836003936827183 > 11.751754902303219
END: th(3357.6308113518403)=11.751754902303219; dx=-1.0217241202243309E-5 evalInputDelta=0.18278104811906815
Fitness changed from 11.934535950422287 to 11.751754902303219
Iteration 20 complete. Error: 11.751754902303219 Total: 18.8036; Orientation: 0.0828; Line Search: 14.0469
Final threshold in iteration 21: 11.751754902303219 (> -Infinity) after 379.345s (< 5400.000s)
