Reset training subject: 14664136638814
Reset training subject: 14692276905632
Adding measurement 5900aad9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.180426701903343;dx=-2.2446061885778637E-6
New Minimum: 3.180426701903343 > 3.1804184913635254
WOLFE (weak): th(2.154434690031884)=3.1804184913635254; dx=-2.281309673022081E-6 evalInputDelta=8.210539817810059E-6
New Minimum: 3.1804184913635254 > 3.1804106310009956
WOLFE (weak): th(4.308869380063768)=3.1804106310009956; dx=-2.235746106330157E-6 evalInputDelta=1.6070902347564697E-5
New Minimum: 3.1804106310009956 > 3.1803783774375916
WOLFE (weak): th(12.926608140191302)=3.1803783774375916; dx=-2.3113293739813037E-6 evalInputDelta=4.832446575164795E-5
New Minimum: 3.1803783774375916 > 3.1802333146333694
WOLFE (weak): th(51.70643256076521)=3.1802333146333694; dx=-2.0832684492282447E-6 evalInputDelta=1.9338726997375488E-4
New Minimum: 3.1802333146333694 > 3.1794602274894714
WOLFE (weak): th(258.53216280382605)=3.1794602274894714; dx=-2.250973039837489E-6 evalInputDelta=9.664744138717651E-4
New Minimum: 3.1794602274894714 > 3.1746276170015335
WOLFE (weak): th(1551.1929768229563)=3.1746276170015335; dx=-2.1424988510726835E-6 evalInputDelta=0.005799084901809692
New Minimum: 3.1746276170015335 > 3.1399470046162605
WOLFE (weak): th(10858.350837760694)=3.1399470046162605; dx=-2.181942159265034E-6 evalInputDelta=0.04047969728708267
New Minimum: 3.1399470046162605 > 2.868817061185837
END: th(86866.80670208555)=2.868817061185837; dx=-2.0086078988352103E-6 evalInputDelta=0.3116096407175064
Fitness changed from 3.180426701903343 to 2.868817061185837
Iteration 1 complete. Error: 2.868817061185837 Total: 337.5007; Orientation: 0.0649; Line Search: 253.9500
Adding measurement 79bc032f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.868817061185837;dx=-1.9960361026470823E-6
New Minimum: 2.868817061185837 > 2.3129046484827995
END: th(187148.86177126726)=2.3129046484827995; dx=-1.4756825774080176E-6 evalInputDelta=0.5559124127030373
Fitness changed from 2.868817061185837 to 2.3129046484827995
Iteration 2 complete. Error: 2.3129046484827995 Total: 84.4546; Orientation: 0.1185; Line Search: 56.0695
Adding measurement a4a17d8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.3129046484827995;dx=-1.4082455919272254E-6
New Minimum: 2.3129046484827995 > 1.5419168174266815
END: th(403200.00000000006)=1.5419168174266815; dx=-8.913525950048006E-7 evalInputDelta=0.770987831056118
Fitness changed from 2.3129046484827995 to 1.5419168174266815
Iteration 3 complete. Error: 1.5419168174266815 Total: 86.9223; Orientation: 0.0636; Line Search: 56.1597
Adding measurement 4893a92 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.117e+03, gradient 9.894e-04, dot -0.663; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5419168174266815, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 4893a92 to history. Total: 3
th(0)=1.5419168174266815;dx=-8.271491797931499E-7
New Minimum: 1.5419168174266815 > 0.624493345618248
END: th(868668.0670208557)=0.624493345618248; dx=-4.6537080087164464E-7 evalInputDelta=0.9174234718084335
Fitness changed from 1.5419168174266815 to 0.624493345618248
Iteration 4 complete. Error: 0.624493345618248 Total: 85.0254; Orientation: 0.7696; Line Search: 56.1279
Adding measurement 60b353b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.235e+03, gradient 7.731e-04, dot -0.612; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.624493345618248, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 60b353b2 to history. Total: 3
th(0)=0.624493345618248;dx=-5.085333576161628E-7
New Minimum: 0.624493345618248 > -0.30174620449543
END: th(1871488.617712673)=-0.30174620449543; dx=-1.4742684886099215E-7 evalInputDelta=0.926239550113678
Fitness changed from 0.624493345618248 to -0.30174620449543
Iteration 5 complete. Error: -0.30174620449543 Total: 85.5410; Orientation: 0.7815; Line Search: 55.7502
Adding measurement 7e1947ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.114e+03, gradient 8.467e-04, dot -0.281; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30174620449543, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 7e1947ed to history. Total: 3
th(0)=-0.30174620449543;dx=-5.905541988404521E-7
Armijo: th(4032000.0000000014)=0.07142364233732224; dx=7.117593985433278E-8 evalInputDelta=-0.37316984683275223
New Minimum: -0.30174620449543 > -0.30680663138628006
WOLF (strong): th(2016000.0000000007)=-0.30680663138628006; dx=9.394207140664723E-8 evalInputDelta=0.005060426890850067
New Minimum: -0.30680663138628006 > -0.5143619254231453
END: th(672000.0000000002)=-0.5143619254231453; dx=-8.860696724602002E-9 evalInputDelta=0.2126157209277153
Fitness changed from -0.30174620449543 to -0.5143619254231453
Iteration 6 complete. Error: -0.5143619254231453 Total: 142.8144; Orientation: 0.7674; Line Search: 114.0416
Adding measurement 7386dd58 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.602e+03, gradient 6.639e-04, dot -0.380; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5143619254231453, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 7386dd58 to history. Total: 3
th(0)=-0.5143619254231453;dx=-3.520597647517697E-7
New Minimum: -0.5143619254231453 > -0.7370550855994225
WOLF (strong): th(1447780.1117014263)=-0.7370550855994225; dx=8.664466081158624E-8 evalInputDelta=0.22269316017627716
New Minimum: -0.7370550855994225 > -0.7488952577114105
END: th(723890.0558507132)=-0.7488952577114105; dx=-4.785626940426573E-8 evalInputDelta=0.23453333228826523
Fitness changed from -0.5143619254231453 to -0.7488952577114105
Iteration 7 complete. Error: -0.7488952577114105 Total: 113.6682; Orientation: 0.7638; Line Search: 85.2647
Adding measurement 6969a2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 5.571e-04, dot -0.367; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7488952577114105, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 6969a2b to history. Total: 3
th(0)=-0.7488952577114105;dx=-2.506211280586208E-7
New Minimum: -0.7488952577114105 > -0.8456100896000862
WOLF (strong): th(1559573.8480938943)=-0.8456100896000862; dx=5.7424703905051555E-8 evalInputDelta=0.09671483188867569
New Minimum: -0.8456100896000862 > -0.890163004398346
END: th(779786.9240469472)=-0.890163004398346; dx=-3.2719938871148284E-8 evalInputDelta=0.14126774668693542
Fitness changed from -0.7488952577114105 to -0.890163004398346
Iteration 8 complete. Error: -0.890163004398346 Total: 114.8574; Orientation: 0.7731; Line Search: 86.3462
Adding measurement 67f0d4c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.594e+03, gradient 5.438e-04, dot -0.416; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.890163004398346, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 67f0d4c7 to history. Total: 3
th(0)=-0.890163004398346;dx=-2.530722544020808E-7
New Minimum: -0.890163004398346 > -0.9102830663323402
WOLF (strong): th(1680000.0000000007)=-0.9102830663323402; dx=1.3488008555761187E-7 evalInputDelta=0.020120061933994293
New Minimum: -0.9102830663323402 > -1.0238166004419327
END: th(840000.0000000003)=-1.0238166004419327; dx=-1.2609169590642859E-8 evalInputDelta=0.13365359604358673
Fitness changed from -0.890163004398346 to -1.0238166004419327
Iteration 9 complete. Error: -1.0238166004419327 Total: 111.9280; Orientation: 0.8282; Line Search: 83.4363
Adding measurement 5918341e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.143e+03, gradient 5.402e-04, dot -0.331; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0238166004419327, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 5918341e to history. Total: 3
th(0)=-1.0238166004419327;dx=-2.4029024644367113E-7
Armijo: th(1809725.139626783)=-1.0182049721479416; dx=1.2476585292260725E-7 evalInputDelta=-0.005611628293991089
New Minimum: -1.0238166004419327 > -1.1458040699362755
WOLF (strong): th(904862.5698133915)=-1.1458040699362755; dx=3.071630186708372E-8 evalInputDelta=0.1219874694943428
END: th(301620.8566044638)=-1.107302948832512; dx=-1.1783234727904571E-7 evalInputDelta=0.08348634839057922
Fitness changed from -1.0238166004419327 to -1.1458040699362755
Iteration 10 complete. Error: -1.1458040699362755 Total: 142.6824; Orientation: 0.7786; Line Search: 112.4631
Adding measurement 27f93929 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.563e+03, gradient 5.533e-04, dot -0.364; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1458040699362755, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 27f93929 to history. Total: 3
th(0)=-1.1458040699362755;dx=-2.5715205196436117E-7
New Minimum: -1.1458040699362755 > -1.2803159356117249
END: th(649822.4367057893)=-1.2803159356117249; dx=-4.0413587705951104E-8 evalInputDelta=0.13451186567544937
Fitness changed from -1.1458040699362755 to -1.2803159356117249
Iteration 11 complete. Error: -1.2803159356117249 Total: 87.4633; Orientation: 0.8209; Line Search: 58.4231
Adding measurement 1a195c32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.240e+03, gradient 3.670e-04, dot -0.447; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2803159356117249, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 1a195c32 to history. Total: 3
th(0)=-1.2803159356117249;dx=-9.985009570945219E-8
New Minimum: -1.2803159356117249 > -1.4430662840604782
END: th(1400000.0000000007)=-1.4430662840604782; dx=-4.2472520957339095E-8 evalInputDelta=0.16275034844875336
Fitness changed from -1.2803159356117249 to -1.4430662840604782
Iteration 12 complete. Error: -1.4430662840604782 Total: 84.1581; Orientation: 0.7777; Line Search: 55.6395
Adding measurement 67449aa4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.526e+03, gradient 4.166e-04, dot -0.419; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4430662840604782, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 67449aa4 to history. Total: 3
th(0)=-1.4430662840604782;dx=-1.36765819638185E-7
Armijo: th(3016208.566044639)=-1.195071704685688; dx=1.7408050780288998E-7 evalInputDelta=-0.2479945793747902
New Minimum: -1.4430662840604782 > -1.501390989869833
WOLF (strong): th(1508104.2830223194)=-1.501390989869833; dx=6.790457867888995E-8 evalInputDelta=0.05832470580935478
New Minimum: -1.501390989869833 > -1.5155805721879005
END: th(502701.4276741065)=-1.5155805721879005; dx=-6.05604194195217E-8 evalInputDelta=0.07251428812742233
Fitness changed from -1.4430662840604782 to -1.5155805721879005
Iteration 13 complete. Error: -1.5155805721879005 Total: 143.6315; Orientation: 0.7678; Line Search: 114.8946
Adding measurement 60c93746 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.219e+03, gradient 2.992e-04, dot -0.484; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5155805721879005, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 60c93746 to history. Total: 3
th(0)=-1.5155805721879005;dx=-6.69775786909813E-8
New Minimum: -1.5155805721879005 > -1.6249779239296913
END: th(1083037.3945096491)=-1.6249779239296913; dx=-5.357531173423515E-8 evalInputDelta=0.10939735174179077
Fitness changed from -1.5155805721879005 to -1.6249779239296913
Iteration 14 complete. Error: -1.6249779239296913 Total: 85.5892; Orientation: 0.7740; Line Search: 57.1974
Adding measurement 5a0c6ce4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.322e+03, gradient 2.829e-04, dot -0.514; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6249779239296913, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 5a0c6ce4 to history. Total: 3
th(0)=-1.6249779239296913;dx=-5.9953069091624E-8
New Minimum: -1.6249779239296913 > -1.7734055295586586
END: th(2333333.333333335)=-1.7734055295586586; dx=-3.590826333183226E-8 evalInputDelta=0.14842760562896729
Fitness changed from -1.6249779239296913 to -1.7734055295586586
Iteration 15 complete. Error: -1.7734055295586586 Total: 84.0256; Orientation: 0.7657; Line Search: 55.3637
Adding measurement 76fb965 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.983e+02, gradient 3.259e-04, dot -0.321; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7734055295586586, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 76fb965 to history. Total: 3
th(0)=-1.7734055295586586;dx=-7.757793347674784E-8
Armijo: th(5027014.276741066)=-1.4548699222505093; dx=7.058265961041571E-8 evalInputDelta=-0.31853560730814934
Armijo: th(2513507.138370533)=-1.7509776651859283; dx=4.6908200049473537E-8 evalInputDelta=-0.022427864372730255
New Minimum: -1.7734055295586586 > -1.8223011828958988
END: th(837835.7127901777)=-1.8223011828958988; dx=-1.76258150651514E-8 evalInputDelta=0.04889565333724022
Fitness changed from -1.7734055295586586 to -1.8223011828958988
Iteration 16 complete. Error: -1.8223011828958988 Total: 140.9810; Orientation: 0.7669; Line Search: 112.5071
Adding measurement 755e159c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.275e+03, gradient 2.938e-04, dot -0.425; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8223011828958988, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 755e159c to history. Total: 3
th(0)=-1.8223011828958988;dx=-6.392577993560893E-8
New Minimum: -1.8223011828958988 > -1.8729056343436241
WOLF (strong): th(1805062.3241827488)=-1.8729056343436241; dx=1.9957631459743336E-8 evalInputDelta=0.050604451447725296
New Minimum: -1.8729056343436241 > -1.876803196966648
END: th(902531.1620913744)=-1.876803196966648; dx=-1.7942304754371586E-8 evalInputDelta=0.05450201407074928
Fitness changed from -1.8223011828958988 to -1.876803196966648
Iteration 17 complete. Error: -1.876803196966648 Total: 112.8531; Orientation: 0.7539; Line Search: 83.9843
Adding measurement 31d20d0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.700e+02, gradient 2.730e-04, dot -0.374; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.876803196966648, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 31d20d0f to history. Total: 3
th(0)=-1.876803196966648;dx=-5.458571258910199E-8
New Minimum: -1.876803196966648 > -1.9235059395432472
WOLF (strong): th(1944444.4444444461)=-1.9235059395432472; dx=8.847451684178639E-9 evalInputDelta=0.04670274257659912
New Minimum: -1.9235059395432472 > -1.924937017261982
END: th(972222.2222222231)=-1.924937017261982; dx=-1.657798732639271E-8 evalInputDelta=0.04813382029533386
Fitness changed from -1.876803196966648 to -1.924937017261982
Iteration 18 complete. Error: -1.924937017261982 Total: 113.6247; Orientation: 0.7662; Line Search: 83.4318
Adding measurement 23726e01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.305e+03, gradient 2.746e-04, dot -0.437; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.924937017261982, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 23726e01 to history. Total: 3
th(0)=-1.924937017261982;dx=-5.872392221054728E-8
New Minimum: -1.924937017261982 > -1.959737841039896
WOLF (strong): th(2094589.2819754444)=-1.959737841039896; dx=2.928267689524424E-8 evalInputDelta=0.03480082377791405
New Minimum: -1.959737841039896 > -1.9761304780840874
END: th(1047294.6409877222)=-1.9761304780840874; dx=-1.126027158430819E-8 evalInputDelta=0.05119346082210541
Fitness changed from -1.924937017261982 to -1.9761304780840874
Iteration 19 complete. Error: -1.9761304780840874 Total: 114.4588; Orientation: 0.7676; Line Search: 85.8382
Adding measurement 38477c95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.741e+02, gradient 2.851e-04, dot -0.341; [edd23d01-4dd9-42a0-bd31-76f6b34f3bbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9761304780840874, 2.3129046484827995, 2.868817061185837, 3.180426701903343
LBFGS Accumulation History: 3 points
Removed measurement 38477c95 to history. Total: 3
th(0)=-1.9761304780840874;dx=-6.263461174118622E-8
New Minimum: -1.9761304780840874 > -1.9777047485113144
WOLF (strong): th(2256327.9052284365)=-1.9777047485113144; dx=4.2183138258333136E-8 evalInputDelta=0.0015742704272270203
New Minimum: -1.9777047485113144 > -2.020449209958315
WOLF (strong): th(1128163.9526142182)=-2.020449209958315; dx=3.09226132894977E-9 evalInputDelta=0.044318731874227524
END: th(376054.6508714061)=-2.003083571791649; dx=-3.700225492659783E-8 evalInputDelta=0.026953093707561493
Fitness changed from -1.9761304780840874 to -2.020449209958315
Iteration 20 complete. Error: -2.020449209958315 Total: 140.4235; Orientation: 0.7579; Line Search: 111.3212
Final threshold in iteration 21: -2.020449209958315 (> -Infinity) after 2412.613s (< 5400.000s)
