Reset training subject: 7246991966300
Reset training subject: 7263867861900
Adding measurement 1dabe9bc to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=3.5859725177288055;dx=-8.522465566731563E-7
New Minimum: 3.5859725177288055 > 3.5859705209732056
WOLFE (weak): th(2.154434690031884)=3.5859705209732056; dx=-8.406186403435211E-7 evalInputDelta=1.996755599975586E-6
New Minimum: 3.5859705209732056 > 3.585968539118767
WOLFE (weak): th(4.308869380063768)=3.585968539118767; dx=-8.405959404401203E-7 evalInputDelta=3.978610038757324E-6
New Minimum: 3.585968539118767 > 3.585960477590561
WOLFE (weak): th(12.926608140191302)=3.585960477590561; dx=-8.406422199903456E-7 evalInputDelta=1.2040138244628906E-5
New Minimum: 3.585960477590561 > 3.5859246999025345
WOLFE (weak): th(51.70643256076521)=3.5859246999025345; dx=-8.405682621420281E-7 evalInputDelta=4.781782627105713E-5
New Minimum: 3.5859246999025345 > 3.585733041167259
WOLFE (weak): th(258.53216280382605)=3.585733041167259; dx=-8.405170569649364E-7 evalInputDelta=2.3947656154632568E-4
New Minimum: 3.585733041167259 > 3.5845362544059753
WOLFE (weak): th(1551.1929768229563)=3.5845362544059753; dx=-8.404478158468058E-7 evalInputDelta=0.0014362633228302002
New Minimum: 3.5845362544059753 > 3.5759191066026688
WOLFE (weak): th(10858.350837760694)=3.5759191066026688; dx=-8.404168879002832E-7 evalInputDelta=0.01005341112613678
New Minimum: 3.5759191066026688 > 3.505762219429016
WOLFE (weak): th(86866.80670208555)=3.505762219429016; dx=-8.342663767510938E-7 evalInputDelta=0.08021029829978943
New Minimum: 3.505762219429016 > 2.9184294790029526
END: th(781801.26031877)=2.9184294790029526; dx=-6.87879803136192E-7 evalInputDelta=0.667543038725853
Fitness changed from 3.5859725177288055 to 2.9184294790029526
Iteration 1 complete. Error: 2.9184294790029526 Total: 210.4221; Orientation: 0.0134; Line Search: 161.9211
Adding measurement 37bbd83a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.9184294790029526;dx=-6.670445516342879E-7
New Minimum: 2.9184294790029526 > 1.9416605830192566
END: th(1684339.7559414052)=1.9416605830192566; dx=-3.746503279705714E-7 evalInputDelta=0.976768895983696
Fitness changed from 2.9184294790029526 to 1.9416605830192566
Iteration 2 complete. Error: 1.9416605830192566 Total: 48.8707; Orientation: 0.0120; Line Search: 32.2305
Adding measurement 1c192df4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.9416605830192566;dx=-3.868581163582671E-7
New Minimum: 1.9416605830192566 > 0.7468558102846146
END: th(3628800.0)=0.7468558102846146; dx=-2.2500823044876802E-7 evalInputDelta=1.194804772734642
Fitness changed from 1.9416605830192566 to 0.7468558102846146
Iteration 3 complete. Error: 0.7468558102846146 Total: 46.3995; Orientation: 0.0121; Line Search: 31.6612
Adding measurement 27c0dad6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.339e+03, gradient 5.023e-04, dot -0.730; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7468558102846146, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 27c0dad6 to history. Total: 3
th(0)=0.7468558102846146;dx=-2.519029516078123E-7
New Minimum: 0.7468558102846146 > -0.6642123609781265
END: th(7818012.6031877)=-0.6642123609781265; dx=-9.681333993267778E-8 evalInputDelta=1.411068171262741
Fitness changed from 0.7468558102846146 to -0.6642123609781265
Iteration 4 complete. Error: -0.6642123609781265 Total: 49.0653; Orientation: 0.2027; Line Search: 31.9675
Adding measurement 6c808f9d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.972e+03, gradient 5.578e-04, dot -0.481; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6642123609781265, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 6c808f9d to history. Total: 3
th(0)=-0.6642123609781265;dx=-3.1104706242639766E-7
Armijo: th(1.684339755941405E7)=-0.2761300355195999; dx=4.230335408856765E-9 evalInputDelta=-0.3880823254585266
Armijo: th(8421698.779707026)=-0.5463434606790543; dx=8.968568809174387E-8 evalInputDelta=-0.11786890029907227
New Minimum: -0.6642123609781265 > -1.0440816655755043
WOLF (strong): th(2807232.9265690087)=-1.0440816655755043; dx=2.0051646454353555E-8 evalInputDelta=0.3798693045973778
END: th(701808.2316422522)=-0.8611655086278915; dx=-2.0698439026675805E-7 evalInputDelta=0.19695314764976501
Fitness changed from -0.6642123609781265 to -1.0440816655755043
Iteration 5 complete. Error: -1.0440816655755043 Total: 95.2436; Orientation: 0.2003; Line Search: 79.5080
Adding measurement 9072126 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.312e+03, gradient 5.008e-04, dot -0.446; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0440816655755043, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 9072126 to history. Total: 3
th(0)=-1.0440816655755043;dx=-2.5079598526568855E-7
New Minimum: -1.0440816655755043 > -1.2960886508226395
END: th(1512000.0)=-1.2960886508226395; dx=-6.46669161211072E-8 evalInputDelta=0.25200698524713516
Fitness changed from -1.0440816655755043 to -1.2960886508226395
Iteration 6 complete. Error: -1.2960886508226395 Total: 48.1796; Orientation: 0.1984; Line Search: 32.7911
Adding measurement 32a8b2d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.670e+03, gradient 3.068e-04, dot -0.720; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2960886508226395, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 32a8b2d0 to history. Total: 3
th(0)=-1.2960886508226395;dx=-9.412426774079518E-8
New Minimum: -1.2960886508226395 > -1.5765301808714867
END: th(3257505.2513282085)=-1.5765301808714867; dx=-6.500939772030452E-8 evalInputDelta=0.2804415300488472
Fitness changed from -1.2960886508226395 to -1.5765301808714867
Iteration 7 complete. Error: -1.5765301808714867 Total: 47.8005; Orientation: 0.1942; Line Search: 30.8170
Adding measurement 2ae656c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.057e+03, gradient 2.775e-04, dot -0.660; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5765301808714867, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 2ae656c to history. Total: 3
th(0)=-1.5765301808714867;dx=-7.697397726316319E-8
New Minimum: -1.5765301808714867 > -1.8962128683924675
END: th(7018082.316422523)=-1.8962128683924675; dx=-1.5894593534631953E-8 evalInputDelta=0.31968268752098083
Fitness changed from -1.5765301808714867 to -1.8962128683924675
Iteration 8 complete. Error: -1.8962128683924675 Total: 47.0995; Orientation: 0.1901; Line Search: 30.0116
Adding measurement 175c9b7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.934e+03, gradient 3.991e-04, dot -0.432; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8962128683924675, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 175c9b7e to history. Total: 3
th(0)=-1.8962128683924675;dx=-1.592735312327109E-7
Armijo: th(1.5120000000000004E7)=0.7950556576251984; dx=2.4230620123844765E-7 evalInputDelta=-2.691268526017666
Armijo: th(7560000.000000002)=-1.296857014298439; dx=2.3752483518733144E-7 evalInputDelta=-0.5993558540940285
New Minimum: -1.8962128683924675 > -2.0902482867240906
WOLF (strong): th(2520000.0000000005)=-2.0902482867240906; dx=1.5834038460723637E-8 evalInputDelta=0.19403541833162308
END: th(630000.0000000001)=-1.9899152293801308; dx=-1.1504323244050074E-7 evalInputDelta=0.09370236098766327
Fitness changed from -1.8962128683924675 to -2.0902482867240906
Iteration 9 complete. Error: -2.0902482867240906 Total: 95.6473; Orientation: 0.1935; Line Search: 79.9359
Adding measurement 7ee6805 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.933e+03, gradient 2.450e-04, dot -0.516; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0902482867240906, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 7ee6805 to history. Total: 3
th(0)=-2.0902482867240906;dx=-6.004492742876086E-8
New Minimum: -2.0902482867240906 > -2.16021366417408
END: th(1357293.854720087)=-2.16021366417408; dx=-3.4838067527507267E-8 evalInputDelta=0.06996537744998932
Fitness changed from -2.0902482867240906 to -2.16021366417408
Iteration 10 complete. Error: -2.16021366417408 Total: 47.6290; Orientation: 0.2233; Line Search: 31.2510
Adding measurement 74ae29df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.247e+03, gradient 1.779e-04, dot -0.700; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.16021366417408, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 74ae29df to history. Total: 3
th(0)=-2.16021366417408;dx=-3.164574548965333E-8
New Minimum: -2.16021366417408 > -2.2554008811712265
END: th(2924200.9651760515)=-2.2554008811712265; dx=-2.8124938700760954E-8 evalInputDelta=0.0951872169971466
Fitness changed from -2.16021366417408 to -2.2554008811712265
Iteration 11 complete. Error: -2.2554008811712265 Total: 48.4536; Orientation: 0.2247; Line Search: 31.8475
Adding measurement 776cdce3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.040e+03, gradient 1.647e-04, dot -0.710; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2554008811712265, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 776cdce3 to history. Total: 3
th(0)=-2.2554008811712265;dx=-2.713990897798178E-8
New Minimum: -2.2554008811712265 > -2.422703042626381
END: th(6300000.000000002)=-2.422703042626381; dx=-2.1751494349765966E-8 evalInputDelta=0.16730216145515442
Fitness changed from -2.2554008811712265 to -2.422703042626381
Iteration 12 complete. Error: -2.422703042626381 Total: 48.7621; Orientation: 0.1925; Line Search: 31.7809
Adding measurement 73297ed0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.276e+03, gradient 1.474e-04, dot -0.665; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.422703042626381, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 73297ed0 to history. Total: 3
th(0)=-2.422703042626381;dx=-2.167856942088956E-8
New Minimum: -2.422703042626381 > -2.6243727169930935
END: th(1.3572938547200872E7)=-2.6243727169930935; dx=-7.133087940210596E-9 evalInputDelta=0.20166967436671257
Fitness changed from -2.422703042626381 to -2.6243727169930935
Iteration 13 complete. Error: -2.6243727169930935 Total: 46.4700; Orientation: 0.1906; Line Search: 29.6324
Adding measurement a37747c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.775e+03, gradient 2.554e-04, dot -0.355; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6243727169930935, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement a37747c to history. Total: 3
th(0)=-2.6243727169930935;dx=-6.505989914881079E-8
Armijo: th(2.924200965176052E7)=2.3475740253925323; dx=1.7691309361393468E-7 evalInputDelta=-4.971946742385626
Armijo: th(1.462100482588026E7)=-0.9437055215239525; dx=2.1921757759140986E-7 evalInputDelta=-1.680667195469141
Armijo: th(4873668.27529342)=-2.6238368526101112; dx=6.45255435902109E-8 evalInputDelta=-5.35864382982254E-4
New Minimum: -2.6243727169930935 > -2.6890628524124622
END: th(1218417.068823355)=-2.6890628524124622; dx=-3.2431286401325825E-8 evalInputDelta=0.06469013541936874
Fitness changed from -2.6243727169930935 to -2.6890628524124622
Iteration 14 complete. Error: -2.6890628524124622 Total: 96.1870; Orientation: 0.2250; Line Search: 79.7623
Adding measurement 5fa2b237 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.560e+03, gradient 1.429e-04, dot -0.539; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6890628524124622, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 5fa2b237 to history. Total: 3
th(0)=-2.6890628524124622;dx=-2.0401836337750656E-8
New Minimum: -2.6890628524124622 > -2.7308118976652622
END: th(2625000.0000000014)=-2.7308118976652622; dx=-8.883219672213382E-9 evalInputDelta=0.04174904525279999
Fitness changed from -2.6890628524124622 to -2.7308118976652622
Iteration 15 complete. Error: -2.7308118976652622 Total: 49.0302; Orientation: 0.1889; Line Search: 31.9555
Adding measurement 622b5f50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.278e+03, gradient 1.139e-04, dot -0.617; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7308118976652622, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 622b5f50 to history. Total: 3
th(0)=-2.7308118976652622;dx=-1.2951992864413289E-8
New Minimum: -2.7308118976652622 > -2.795082177966833
END: th(5655391.061333698)=-2.795082177966833; dx=-8.0743490876484E-9 evalInputDelta=0.06427028030157089
Fitness changed from -2.7308118976652622 to -2.795082177966833
Iteration 16 complete. Error: -2.795082177966833 Total: 50.1197; Orientation: 0.1896; Line Search: 32.9209
Adding measurement 6259451f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.346e+03, gradient 1.247e-04, dot -0.560; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.795082177966833, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 6259451f to history. Total: 3
th(0)=-2.795082177966833;dx=-1.5548359101514913E-8
Armijo: th(1.2184170688233553E7)=-2.7651346661150455; dx=1.9725591061895155E-8 evalInputDelta=-0.029947511851787567
New Minimum: -2.795082177966833 > -2.8385265693068504
WOLF (strong): th(6092085.344116776)=-2.8385265693068504; dx=2.374715921671984E-9 evalInputDelta=0.04344439134001732
END: th(2030695.1147055922)=-2.8226919546723366; dx=-9.439007349645033E-9 evalInputDelta=0.027609776705503464
Fitness changed from -2.795082177966833 to -2.8385265693068504
Iteration 17 complete. Error: -2.8385265693068504 Total: 80.1959; Orientation: 0.1910; Line Search: 63.0725
Adding measurement 601821d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.782e+03, gradient 1.922e-04, dot -0.351; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8385265693068504, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 601821d9 to history. Total: 3
th(0)=-2.8385265693068504;dx=-3.692591990447051E-8
New Minimum: -2.8385265693068504 > -2.860137417912483
WOLF (strong): th(4375000.000000003)=-2.860137417912483; dx=2.2889705337123984E-8 evalInputDelta=0.021610848605632782
New Minimum: -2.860137417912483 > -2.884804852306843
END: th(2187500.0000000014)=-2.884804852306843; dx=-3.333216179923224E-9 evalInputDelta=0.04627828299999237
Fitness changed from -2.8385265693068504 to -2.884804852306843
Iteration 18 complete. Error: -2.884804852306843 Total: 66.6870; Orientation: 0.1896; Line Search: 49.8057
Adding measurement 27a4b8d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.106e+03, gradient 9.840e-05, dot -0.634; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.884804852306843, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 27a4b8d6 to history. Total: 3
th(0)=-2.884804852306843;dx=-9.679855668135975E-9
New Minimum: -2.884804852306843 > -2.9264355413615704
END: th(4712825.884444749)=-2.9264355413615704; dx=-6.575049265344314E-9 evalInputDelta=0.041630689054727554
Fitness changed from -2.884804852306843 to -2.9264355413615704
Iteration 19 complete. Error: -2.9264355413615704 Total: 47.9710; Orientation: 0.1894; Line Search: 31.4523
Adding measurement 51f7ecdb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.875e+03, gradient 1.000e-04, dot -0.583; [47eec02f-e6ea-41a2-a74a-25f4874e9dd3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9264355413615704, 1.9416605830192566, 2.9184294790029526, 3.5859725177288055
LBFGS Accumulation History: 3 points
Removed measurement 51f7ecdb to history. Total: 3
th(0)=-2.9264355413615704;dx=-9.999848167299007E-9
New Minimum: -2.9264355413615704 > -2.9737772420048714
WOLF (strong): th(1.0153475573527962E7)=-2.9737772420048714; dx=6.12789730463333E-10 evalInputDelta=0.04734170064330101
END: th(5076737.786763981)=-2.964790567755699; dx=-4.095839667820109E-9 evalInputDelta=0.0383550263941288
Fitness changed from -2.9264355413615704 to -2.9737772420048714
Iteration 20 complete. Error: -2.9737772420048714 Total: 64.4665; Orientation: 0.1898; Line Search: 47.7096
Final threshold in iteration 21: -2.9737772420048714 (> -Infinity) after 1334.701s (< 5400.000s)
