Reset training subject: 234669287121500
Reset training subject: 234689278043700
Adding measurement 5072cf46 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.9808086678385735;dx=-1.6369296036505748E-7
New Minimum: -0.9808086678385735 > -0.9808102175593376
WOLFE (weak): th(2.154434690031884)=-0.9808102175593376; dx=-1.5029356616447556E-7 evalInputDelta=1.5497207641601562E-6
New Minimum: -0.9808102175593376 > -0.9808116406202316
WOLFE (weak): th(4.308869380063768)=-0.9808116406202316; dx=-1.495353003180388E-7 evalInputDelta=2.9727816581726074E-6
New Minimum: -0.9808116406202316 > -0.9808175042271614
WOLFE (weak): th(12.926608140191302)=-0.9808175042271614; dx=-1.5574169731701384E-7 evalInputDelta=8.83638858795166E-6
New Minimum: -0.9808175042271614 > -0.980843760073185
WOLFE (weak): th(51.70643256076521)=-0.980843760073185; dx=-1.5138020448557706E-7 evalInputDelta=3.509223461151123E-5
New Minimum: -0.980843760073185 > -0.9809840768575668
WOLFE (weak): th(258.53216280382605)=-0.9809840768575668; dx=-1.5603150182216056E-7 evalInputDelta=1.7540901899337769E-4
New Minimum: -0.9809840768575668 > -0.981860339641571
WOLFE (weak): th(1551.1929768229563)=-0.981860339641571; dx=-1.5423663381935588E-7 evalInputDelta=0.0010516718029975891
New Minimum: -0.981860339641571 > -0.9881576970219612
WOLFE (weak): th(10858.350837760694)=-0.9881576970219612; dx=-1.52389065385639E-7 evalInputDelta=0.007349029183387756
New Minimum: -0.9881576970219612 > -1.0381699353456497
END: th(86866.80670208555)=-1.0381699353456497; dx=-1.4498738396243064E-7 evalInputDelta=0.05736126750707626
Fitness changed from -0.9808086678385735 to -1.0381699353456497
Iteration 1 complete. Error: -1.0381699353456497 Total: 245.1834; Orientation: 0.0442; Line Search: 183.7166
Adding measurement 6c9410af to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.0381699353456497;dx=-1.406021435819583E-7
New Minimum: -1.0381699353456497 > -1.144912876188755
WOLFE (weak): th(187148.86177126726)=-1.144912876188755; dx=-1.3036069841891703E-7 evalInputDelta=0.10674294084310532
New Minimum: -1.144912876188755 > -1.2406237944960594
END: th(374297.7235425345)=-1.2406237944960594; dx=-1.1565097482367352E-7 evalInputDelta=0.2024538591504097
Fitness changed from -1.0381699353456497 to -1.2406237944960594
Iteration 2 complete. Error: -1.2406237944960594 Total: 82.0396; Orientation: 0.0427; Line Search: 61.7442
Adding measurement 466d97b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.2406237944960594;dx=-1.017681583707931E-7
New Minimum: -1.2406237944960594 > -1.5195138156414032
END: th(806400.0000000001)=-1.5195138156414032; dx=-6.899080355779135E-8 evalInputDelta=0.2788900211453438
Fitness changed from -1.2406237944960594 to -1.5195138156414032
Iteration 3 complete. Error: -1.5195138156414032 Total: 60.4016; Orientation: 0.0426; Line Search: 40.5061
Adding measurement 25aea521 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.159e+02, gradient 2.620e-04, dot -0.816; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5195138156414032, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 25aea521 to history. Total: 3
th(0)=-1.5195138156414032;dx=-5.9116062834129364E-8
New Minimum: -1.5195138156414032 > -1.8333331048488617
END: th(1737336.1340417115)=-1.8333331048488617; dx=-3.7469274045253586E-8 evalInputDelta=0.3138192892074585
Fitness changed from -1.5195138156414032 to -1.8333331048488617
Iteration 4 complete. Error: -1.8333331048488617 Total: 62.9541; Orientation: 0.4445; Line Search: 39.7623
Adding measurement 502f6a85 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.440e+02, gradient 1.985e-04, dot -0.668; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8333331048488617, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 502f6a85 to history. Total: 3
th(0)=-1.8333331048488617;dx=-3.206691487766463E-8
New Minimum: -1.8333331048488617 > -2.1305476166307926
END: th(3742977.235425346)=-2.1305476166307926; dx=-1.6506899288843044E-8 evalInputDelta=0.2972145117819309
Fitness changed from -1.8333331048488617 to -2.1305476166307926
Iteration 5 complete. Error: -2.1305476166307926 Total: 60.5252; Orientation: 0.4401; Line Search: 40.3225
Adding measurement 12cd4439 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.402e+02, gradient 1.407e-04, dot -0.613; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1305476166307926, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 12cd4439 to history. Total: 3
th(0)=-2.1305476166307926;dx=-1.6205235246465978E-8
New Minimum: -2.1305476166307926 > -2.3592298105359077
END: th(8064000.000000003)=-2.3592298105359077; dx=-6.390202643619293E-9 evalInputDelta=0.22868219390511513
Fitness changed from -2.1305476166307926 to -2.3592298105359077
Iteration 6 complete. Error: -2.3592298105359077 Total: 61.8840; Orientation: 0.4404; Line Search: 40.0285
Adding measurement 5ff8d0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.839e+02, gradient 1.552e-04, dot -0.374; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3592298105359077, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 5ff8d0b to history. Total: 3
th(0)=-2.3592298105359077;dx=-1.999074107488165E-8
Armijo: th(1.7373361340417117E7)=-1.9894520454108715; dx=6.894956984811155E-9 evalInputDelta=-0.36977776512503624
Armijo: th(8686680.670208558)=-2.3431742042303085; dx=6.645368398031457E-9 evalInputDelta=-0.016055606305599213
New Minimum: -2.3592298105359077 > -2.4500087164342403
END: th(2895560.2234028527)=-2.4500087164342403; dx=-5.542810039268838E-9 evalInputDelta=0.0907789058983326
Fitness changed from -2.3592298105359077 to -2.4500087164342403
Iteration 7 complete. Error: -2.4500087164342403 Total: 101.2928; Orientation: 0.4412; Line Search: 80.6527
Adding measurement 2510c28d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.648e+02, gradient 1.096e-04, dot -0.446; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4500087164342403, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 2510c28d to history. Total: 3
th(0)=-2.4500087164342403;dx=-8.4846946598391E-9
New Minimum: -2.4500087164342403 > -2.537307310849428
END: th(6238295.392375577)=-2.537307310849428; dx=-3.3022888921088114E-9 evalInputDelta=0.08729859441518784
Fitness changed from -2.4500087164342403 to -2.537307310849428
Iteration 8 complete. Error: -2.537307310849428 Total: 60.6665; Orientation: 0.4333; Line Search: 40.2466
Adding measurement 7fbcecb8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.238e+02, gradient 1.259e-04, dot -0.420; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.537307310849428, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 7fbcecb8 to history. Total: 3
th(0)=-2.537307310849428;dx=-1.2226087459312206E-8
Armijo: th(1.3440000000000006E7)=-2.4253963492810726; dx=5.829214514692898E-9 evalInputDelta=-0.11191096156835556
New Minimum: -2.537307310849428 > -2.5862826481461525
WOLF (strong): th(6720000.000000003)=-2.5862826481461525; dx=1.4470721887649286E-9 evalInputDelta=0.04897533729672432
New Minimum: -2.5862826481461525 > -2.589355908334255
END: th(2240000.000000001)=-2.589355908334255; dx=-6.863102940122078E-9 evalInputDelta=0.05204859748482704
Fitness changed from -2.537307310849428 to -2.589355908334255
Iteration 9 complete. Error: -2.589355908334255 Total: 102.5775; Orientation: 0.4369; Line Search: 82.2634
Adding measurement 66aee80 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.501e+02, gradient 9.252e-05, dot -0.561; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.589355908334255, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 66aee80 to history. Total: 3
th(0)=-2.589355908334255;dx=-6.7045244114645406E-9
New Minimum: -2.589355908334255 > -2.649523351341486
END: th(4825933.705671422)=-2.649523351341486; dx=-5.143001543881373E-9 evalInputDelta=0.06016744300723076
Fitness changed from -2.589355908334255 to -2.649523351341486
Iteration 10 complete. Error: -2.649523351341486 Total: 61.5220; Orientation: 0.4374; Line Search: 40.9759
Adding measurement ce00af9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.724e+02, gradient 8.985e-05, dot -0.572; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.649523351341486, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement ce00af9 to history. Total: 3
th(0)=-2.649523351341486;dx=-6.057077397691409E-9
New Minimum: -2.649523351341486 > -2.725955918431282
END: th(1.039715898729263E7)=-2.725955918431282; dx=-3.3004263003655493E-9 evalInputDelta=0.07643256708979607
Fitness changed from -2.649523351341486 to -2.725955918431282
Iteration 11 complete. Error: -2.725955918431282 Total: 65.2279; Orientation: 0.4370; Line Search: 42.3899
Adding measurement 35c197e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.023e+03, gradient 9.883e-05, dot -0.413; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.725955918431282, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 35c197e3 to history. Total: 3
th(0)=-2.725955918431282;dx=-7.423432351497471E-9
Armijo: th(2.2400000000000015E7)=-2.633774559944868; dx=-2.9941633212277083E-10 evalInputDelta=-0.09218135848641396
New Minimum: -2.725955918431282 > -2.753045082092285
END: th(1.1200000000000007E7)=-2.753045082092285; dx=-1.3706971439696302E-9 evalInputDelta=0.027089163661003113
Fitness changed from -2.725955918431282 to -2.753045082092285
Iteration 12 complete. Error: -2.753045082092285 Total: 83.7243; Orientation: 0.4450; Line Search: 63.1785
Adding measurement 5797c780 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.207e+03, gradient 1.103e-04, dot -0.359; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.753045082092285, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 5797c780 to history. Total: 3
th(0)=-2.753045082092285;dx=-9.620466787469378E-9
Armijo: th(2.4129668528357115E7)=-2.553225316107273; dx=3.3159414491296175E-9 evalInputDelta=-0.19981976598501205
New Minimum: -2.753045082092285 > -2.811078328639269
WOLF (strong): th(1.2064834264178557E7)=-2.811078328639269; dx=9.741519150233678E-10 evalInputDelta=0.05803324654698372
New Minimum: -2.811078328639269 > -2.8257830683141947
END: th(4021611.4213928524)=-2.8257830683141947; dx=-4.429557583325064E-9 evalInputDelta=0.07273798622190952
Fitness changed from -2.753045082092285 to -2.8257830683141947
Iteration 13 complete. Error: -2.8257830683141947 Total: 106.0382; Orientation: 0.4351; Line Search: 85.5455
Adding measurement 4d6449f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.181e+03, gradient 8.596e-05, dot -0.419; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8257830683141947, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 4d6449f6 to history. Total: 3
th(0)=-2.8257830683141947;dx=-5.187576664340522E-9
New Minimum: -2.8257830683141947 > -2.8678079321980476
END: th(8664299.156077193)=-2.8678079321980476; dx=-1.78204242901288E-9 evalInputDelta=0.04202486388385296
Fitness changed from -2.8257830683141947 to -2.8678079321980476
Iteration 14 complete. Error: -2.8678079321980476 Total: 60.6999; Orientation: 0.4382; Line Search: 40.1195
Adding measurement 1a9ceda4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.227e+03, gradient 9.347e-05, dot -0.358; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8678079321980476, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 1a9ceda4 to history. Total: 3
th(0)=-2.8678079321980476;dx=-6.082778685147633E-9
Armijo: th(1.866666666666668E7)=-2.7147664949297905; dx=4.4832427195248414E-9 evalInputDelta=-0.15304143726825714
New Minimum: -2.8678079321980476 > -2.8895335849374533
WOLF (strong): th(9333333.33333334)=-2.8895335849374533; dx=1.2685896919103946E-9 evalInputDelta=0.021725652739405632
New Minimum: -2.8895335849374533 > -2.903439052402973
END: th(3111111.1111111133)=-2.903439052402973; dx=-3.0210089850007354E-9 evalInputDelta=0.03563112020492554
Fitness changed from -2.8678079321980476 to -2.903439052402973
Iteration 15 complete. Error: -2.903439052402973 Total: 102.3053; Orientation: 0.4330; Line Search: 81.9220
Adding measurement 297122f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.338e+03, gradient 7.284e-05, dot -0.462; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.903439052402973, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 297122f2 to history. Total: 3
th(0)=-2.903439052402973;dx=-3.462315971539331E-9
New Minimum: -2.903439052402973 > -2.9274081215262413
END: th(6702685.702321421)=-2.9274081215262413; dx=-1.9878222625601517E-9 evalInputDelta=0.023969069123268127
Fitness changed from -2.903439052402973 to -2.9274081215262413
Iteration 16 complete. Error: -2.9274081215262413 Total: 60.9146; Orientation: 0.4310; Line Search: 40.4921
Adding measurement 3e7d7144 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.652e+02, gradient 9.698e-05, dot -0.190; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9274081215262413, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 3e7d7144 to history. Total: 3
th(0)=-2.9274081215262413;dx=-2.1996342088625916E-9
New Minimum: -2.9274081215262413 > -3.0161692686378956
WOLF (strong): th(1.444049859346199E7)=-3.0161692686378956; dx=1.174180922610091E-9 evalInputDelta=0.08876114711165428
END: th(7220249.296730995)=-2.9951178189367056; dx=-9.35902464394E-11 evalInputDelta=0.06770969741046429
Fitness changed from -2.9274081215262413 to -3.0161692686378956
Iteration 17 complete. Error: -3.0161692686378956 Total: 81.7261; Orientation: 0.4333; Line Search: 60.0710
Adding measurement 15849f40 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.252e+03, gradient 1.079e-04, dot -0.242; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0161692686378956, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 15849f40 to history. Total: 3
th(0)=-3.0161692686378956;dx=-9.52546613915503E-9
Armijo: th(1.5555555555555569E7)=-2.6092496439814568; dx=1.2990110545755039E-8 evalInputDelta=-0.4069196246564388
Armijo: th(7777777.7777777845)=-2.9815998561680317; dx=5.068558075125839E-9 evalInputDelta=-0.03456941246986389
New Minimum: -3.0161692686378956 > -3.0544859059154987
END: th(2592592.5925925947)=-3.0544859059154987; dx=-3.993757603782192E-9 evalInputDelta=0.03831663727760315
Fitness changed from -3.0161692686378956 to -3.0544859059154987
Iteration 18 complete. Error: -3.0544859059154987 Total: 102.5544; Orientation: 0.4310; Line Search: 82.1423
Adding measurement f6bbf1f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.389e+03, gradient 7.011e-05, dot -0.398; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0544859059154987, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement f6bbf1f to history. Total: 3
th(0)=-3.0544859059154987;dx=-3.718524849544489E-9
New Minimum: -3.0544859059154987 > -3.0583578161895275
END: th(5585571.418601185)=-3.0583578161895275; dx=-2.2747021416178185E-9 evalInputDelta=0.003871910274028778
Fitness changed from -3.0544859059154987 to -3.0583578161895275
Iteration 19 complete. Error: -3.0583578161895275 Total: 60.8510; Orientation: 0.4289; Line Search: 40.3439
Adding measurement 285b129e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.472e+03, gradient 6.637e-05, dot -0.424; [6455a255-128f-4848-b394-1ad846ceb6ed = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0583578161895275, -1.2406237944960594, -1.0381699353456497, -0.9808086678385735
LBFGS Accumulation History: 3 points
Removed measurement 285b129e to history. Total: 3
th(0)=-3.0583578161895275;dx=-2.824642085897064E-9
New Minimum: -3.0583578161895275 > -3.086011389270425
END: th(1.2033748827884994E7)=-3.086011389270425; dx=-1.0631091813174356E-9 evalInputDelta=0.02765357308089733
Fitness changed from -3.0583578161895275 to -3.086011389270425
Iteration 20 complete. Error: -3.086011389270425 Total: 61.9455; Orientation: 0.4280; Line Search: 41.1421
Final threshold in iteration 21: -3.086011389270425 (> -Infinity) after 1685.040s (< 3600.000s)
