Reset training subject: 1862635364966
Reset training subject: 1867337694772
Adding measurement 70dd0845 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.3819421231746674;dx=-4.722552678532589E-6
New Minimum: 1.3819421231746674 > 1.381931945681572
WOLFE (weak): th(2.154434690031884)=1.381931945681572; dx=-4.473291935101501E-6 evalInputDelta=1.017749309539795E-5
New Minimum: 1.381931945681572 > 1.3819214850664139
WOLFE (weak): th(4.308869380063768)=1.3819214850664139; dx=-4.460071930238312E-6 evalInputDelta=2.0638108253479004E-5
New Minimum: 1.3819214850664139 > 1.381880447268486
WOLFE (weak): th(12.926608140191302)=1.381880447268486; dx=-4.463150911302455E-6 evalInputDelta=6.167590618133545E-5
New Minimum: 1.381880447268486 > 1.3816954046487808
WOLFE (weak): th(51.70643256076521)=1.3816954046487808; dx=-4.471815628233633E-6 evalInputDelta=2.4671852588653564E-4
New Minimum: 1.3816954046487808 > 1.3807086646556854
WOLFE (weak): th(258.53216280382605)=1.3807086646556854; dx=-4.472529501755273E-6 evalInputDelta=0.0012334585189819336
New Minimum: 1.3807086646556854 > 1.3745484054088593
WOLFE (weak): th(1551.1929768229563)=1.3745484054088593; dx=-4.461123087662551E-6 evalInputDelta=0.0073937177658081055
New Minimum: 1.3745484054088593 > 1.3306547701358795
WOLFE (weak): th(10858.350837760694)=1.3306547701358795; dx=-4.353683267837486E-6 evalInputDelta=0.05128735303878784
New Minimum: 1.3306547701358795 > 1.0097330063581467
END: th(86866.80670208555)=1.0097330063581467; dx=-3.5568809439715982E-6 evalInputDelta=0.3722091168165207
Fitness changed from 1.3819421231746674 to 1.0097330063581467
Iteration 1 complete. Error: 1.0097330063581467 Total: 56.4933; Orientation: 0.0041; Line Search: 42.2759
Adding measurement 68e7f17c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.0097330063581467;dx=-3.2641938710682458E-6
New Minimum: 1.0097330063581467 > 0.4574558287858963
END: th(187148.86177126726)=0.4574558287858963; dx=-2.3042702814303565E-6 evalInputDelta=0.5522771775722504
Fitness changed from 1.0097330063581467 to 0.4574558287858963
Iteration 2 complete. Error: 0.4574558287858963 Total: 14.0100; Orientation: 0.0030; Line Search: 9.3403
Adding measurement 6a14c778 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.4574558287858963;dx=-2.2199423758913122E-6
New Minimum: 0.4574558287858963 > -0.2845998555421829
END: th(403200.00000000006)=-0.2845998555421829; dx=-1.3039357365413531E-6 evalInputDelta=0.7420556843280792
Fitness changed from 0.4574558287858963 to -0.2845998555421829
Iteration 3 complete. Error: -0.2845998555421829 Total: 14.0386; Orientation: 0.0033; Line Search: 9.3556
Adding measurement 69ed3b5e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.601e+03, gradient 1.165e-03, dot -0.820; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2845998555421829, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 69ed3b5e to history. Total: 3
th(0)=-0.2845998555421829;dx=-1.354676335392816E-6
New Minimum: -0.2845998555421829 > -1.0994800627231598
END: th(868668.0670208557)=-1.0994800627231598; dx=-5.623588751047523E-7 evalInputDelta=0.8148802071809769
Fitness changed from -0.2845998555421829 to -1.0994800627231598
Iteration 4 complete. Error: -1.0994800627231598 Total: 14.1353; Orientation: 0.0992; Line Search: 9.3526
Adding measurement 53429103 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.183e+03, gradient 8.259e-04, dot -0.679; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0994800627231598, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 53429103 to history. Total: 3
th(0)=-1.0994800627231598;dx=-6.808230715608428E-7
New Minimum: -1.0994800627231598 > -1.6645263209939003
END: th(1871488.617712673)=-1.6645263209939003; dx=-5.340403300658685E-8 evalInputDelta=0.5650462582707405
Fitness changed from -1.0994800627231598 to -1.6645263209939003
Iteration 5 complete. Error: -1.6645263209939003 Total: 14.3011; Orientation: 0.2617; Line Search: 9.3575
Adding measurement 74406567 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.047e+02, gradient 1.046e-03, dot -0.370; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6645263209939003, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 74406567 to history. Total: 3
th(0)=-1.6645263209939003;dx=-1.0899982815220075E-6
Armijo: th(4032000.0000000014)=-0.2449730485677719; dx=2.477022061780586E-7 evalInputDelta=-1.4195532724261284
Armijo: th(2016000.0000000007)=-0.9339216277003288; dx=4.661075764068256E-7 evalInputDelta=-0.7306046932935715
New Minimum: -1.6645263209939003 > -1.721858873963356
WOLF (strong): th(672000.0000000002)=-1.721858873963356; dx=4.857406291160691E-7 evalInputDelta=0.05733255296945572
New Minimum: -1.721858873963356 > -1.7940938025712967
END: th(168000.00000000006)=-1.7940938025712967; dx=-4.2246586504064734E-7 evalInputDelta=0.1295674815773964
Fitness changed from -1.6645263209939003 to -1.7940938025712967
Iteration 6 complete. Error: -1.7940938025712967 Total: 28.1186; Orientation: 0.0823; Line Search: 23.3431
Adding measurement 1af548ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.186e+02, gradient 5.640e-04, dot -0.430; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7940938025712967, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 1af548ba to history. Total: 3
th(0)=-1.7940938025712967;dx=-3.1365502905151944E-7
New Minimum: -1.7940938025712967 > -1.8959794119000435
END: th(361945.0279253566)=-1.8959794119000435; dx=-2.2236655175137752E-7 evalInputDelta=0.1018856093287468
Fitness changed from -1.7940938025712967 to -1.8959794119000435
Iteration 7 complete. Error: -1.8959794119000435 Total: 15.2887; Orientation: 0.0762; Line Search: 9.3639
Adding measurement 4b74771 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.752e+02, gradient 4.587e-04, dot -0.510; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8959794119000435, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 4b74771 to history. Total: 3
th(0)=-1.8959794119000435;dx=-2.099462353900252E-7
New Minimum: -1.8959794119000435 > -2.044507097452879
END: th(779786.9240469472)=-2.044507097452879; dx=-1.5547530725640075E-7 evalInputDelta=0.14852768555283546
Fitness changed from -1.8959794119000435 to -2.044507097452879
Iteration 8 complete. Error: -2.044507097452879 Total: 14.1115; Orientation: 0.0803; Line Search: 9.3588
Adding measurement 5ee945fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.166e+02, gradient 3.980e-04, dot -0.603; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.044507097452879, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 5ee945fd to history. Total: 3
th(0)=-2.044507097452879;dx=-1.572863931964271E-7
New Minimum: -2.044507097452879 > -2.2525471337139606
END: th(1680000.0000000007)=-2.2525471337139606; dx=-8.849144547052447E-8 evalInputDelta=0.2080400362610817
Fitness changed from -2.044507097452879 to -2.2525471337139606
Iteration 9 complete. Error: -2.2525471337139606 Total: 14.0970; Orientation: 0.0800; Line Search: 9.3286
Adding measurement 5d3f2838 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.092e+02, gradient 4.815e-04, dot -0.491; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2525471337139606, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 5d3f2838 to history. Total: 3
th(0)=-2.2525471337139606;dx=-2.316540276833408E-7
Armijo: th(3619450.279253566)=-0.2923659309744835; dx=9.359619035011188E-7 evalInputDelta=-1.9601812027394772
Armijo: th(1809725.139626783)=-1.8490267172455788; dx=6.013961673046193E-7 evalInputDelta=-0.4035204164683819
New Minimum: -2.2525471337139606 > -2.3014273643493652
WOLF (strong): th(603241.7132089277)=-2.3014273643493652; dx=7.548045011158431E-8 evalInputDelta=0.04888023063540459
END: th(150810.4283022319)=-2.283105608075857; dx=-1.5329237788032673E-7 evalInputDelta=0.030558474361896515
Fitness changed from -2.2525471337139606 to -2.3014273643493652
Iteration 10 complete. Error: -2.3014273643493652 Total: 28.3495; Orientation: 0.1312; Line Search: 23.5415
Adding measurement 6c5cff5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.468e+02, gradient 6.219e-04, dot -0.365; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3014273643493652, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 6c5cff5c to history. Total: 3
th(0)=-2.3014273643493652;dx=-3.8549726149716654E-7
New Minimum: -2.3014273643493652 > -2.358883358538151
WOLF (strong): th(324911.21835289465)=-2.358883358538151; dx=2.144586447496779E-8 evalInputDelta=0.05745599418878555
END: th(162455.60917644732)=-2.347589712589979; dx=-1.6326326875459253E-7 evalInputDelta=0.04616234824061394
Fitness changed from -2.3014273643493652 to -2.358883358538151
Iteration 11 complete. Error: -2.358883358538151 Total: 18.7416; Orientation: 0.0755; Line Search: 13.9969
Adding measurement 756c790f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.303e+02, gradient 3.741e-04, dot -0.580; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.358883358538151, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 756c790f to history. Total: 3
th(0)=-2.358883358538151;dx=-1.3928724791208052E-7
New Minimum: -2.358883358538151 > -2.396800171583891
END: th(350000.0000000002)=-2.396800171583891; dx=-6.683402893443422E-8 evalInputDelta=0.03791681304574013
Fitness changed from -2.358883358538151 to -2.396800171583891
Iteration 12 complete. Error: -2.396800171583891 Total: 14.2262; Orientation: 0.1945; Line Search: 9.3452
Adding measurement 7bee297b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.643e+02, gradient 3.087e-04, dot -0.638; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.396800171583891, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 7bee297b to history. Total: 3
th(0)=-2.396800171583891;dx=-9.497619727298071E-8
New Minimum: -2.396800171583891 > -2.4576016403734684
END: th(754052.1415111597)=-2.4576016403734684; dx=-6.1731069780988E-8 evalInputDelta=0.060801468789577484
Fitness changed from -2.396800171583891 to -2.4576016403734684
Iteration 13 complete. Error: -2.4576016403734684 Total: 14.1059; Orientation: 0.0773; Line Search: 9.3324
Adding measurement 68ba7b18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.431e+02, gradient 3.345e-04, dot -0.605; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.4576016403734684, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 68ba7b18 to history. Total: 3
th(0)=-2.4576016403734684;dx=-1.114893836884693E-7
Armijo: th(1624556.0917644736)=-2.4449087157845497; dx=1.2108645077001719E-7 evalInputDelta=-0.012692924588918686
New Minimum: -2.4576016403734684 > -2.5009063333272934
WOLF (strong): th(812278.0458822368)=-2.5009063333272934; dx=7.94573786634633E-9 evalInputDelta=0.043304692953825
END: th(270759.3486274123)=-2.4832684323191643; dx=-7.01473090505588E-8 evalInputDelta=0.025666791945695877
Fitness changed from -2.4576016403734684 to -2.5009063333272934
Iteration 14 complete. Error: -2.5009063333272934 Total: 23.4762; Orientation: 0.0835; Line Search: 18.7140
Adding measurement 1847fd04 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.777e+02, gradient 5.157e-04, dot -0.371; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5009063333272934, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 1847fd04 to history. Total: 3
th(0)=-2.5009063333272934;dx=-2.6534186537593335E-7
New Minimum: -2.5009063333272934 > -2.5195880420506
WOLF (strong): th(583333.3333333337)=-2.5195880420506; dx=1.592514993669146E-7 evalInputDelta=0.018681708723306656
New Minimum: -2.5195880420506 > -2.5426314510405064
END: th(291666.66666666686)=-2.5426314510405064; dx=-2.1293891319638418E-8 evalInputDelta=0.04172511771321297
Fitness changed from -2.5009063333272934 to -2.5426314510405064
Iteration 15 complete. Error: -2.5426314510405064 Total: 18.7759; Orientation: 0.0772; Line Search: 14.0098
Adding measurement 2e26e416 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.327e+02, gradient 2.817e-04, dot -0.658; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5426314510405064, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 2e26e416 to history. Total: 3
th(0)=-2.5426314510405064;dx=-7.884881332934413E-8
New Minimum: -2.5426314510405064 > -2.583361491560936
END: th(628376.7845926333)=-2.583361491560936; dx=-4.535307462008085E-8 evalInputDelta=0.04073004052042961
Fitness changed from -2.5426314510405064 to -2.583361491560936
Iteration 16 complete. Error: -2.583361491560936 Total: 14.4002; Orientation: 0.2501; Line Search: 9.4458
Adding measurement 2f68a7a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.715e+02, gradient 3.014e-04, dot -0.572; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.583361491560936, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 2f68a7a6 to history. Total: 3
th(0)=-2.583361491560936;dx=-9.059116777191938E-8
New Minimum: -2.583361491560936 > -2.608986835926771
WOLF (strong): th(1353796.7431370616)=-2.608986835926771; dx=3.6955495620927896E-8 evalInputDelta=0.02562534436583519
New Minimum: -2.608986835926771 > -2.6187195032835007
END: th(676898.3715685308)=-2.6187195032835007; dx=-1.4837506562891842E-8 evalInputDelta=0.0353580117225647
Fitness changed from -2.583361491560936 to -2.6187195032835007
Iteration 17 complete. Error: -2.6187195032835007 Total: 20.3333; Orientation: 0.0892; Line Search: 14.0444
Adding measurement 472acb22 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.911e+02, gradient 3.649e-04, dot -0.515; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6187195032835007, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 472acb22 to history. Total: 3
th(0)=-2.6187195032835007;dx=-1.330284997928349E-7
Armijo: th(1458333.3333333347)=-2.489736407995224; dx=2.9428413600201057E-7 evalInputDelta=-0.12898309528827667
New Minimum: -2.6187195032835007 > -2.637267790734768
WOLF (strong): th(729166.6666666673)=-2.637267790734768; dx=8.387752740964465E-8 evalInputDelta=0.018548287451267242
New Minimum: -2.637267790734768 > -2.6433795988559723
END: th(243055.55555555577)=-2.6433795988559723; dx=-6.073407362424268E-8 evalInputDelta=0.02466009557247162
Fitness changed from -2.6187195032835007 to -2.6433795988559723
Iteration 18 complete. Error: -2.6433795988559723 Total: 23.4309; Orientation: 0.0755; Line Search: 18.6767
Adding measurement 6ed48075 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.239e+02, gradient 2.398e-04, dot -0.701; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6433795988559723, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 6ed48075 to history. Total: 3
th(0)=-2.6433795988559723;dx=-5.721832976546974E-8
New Minimum: -2.6433795988559723 > -2.673216301947832
WOLFE (weak): th(523647.3204938611)=-2.673216301947832; dx=-5.200682028542003E-8 evalInputDelta=0.029836703091859818
New Minimum: -2.673216301947832 > -2.700666431337595
END: th(1047294.6409877222)=-2.700666431337595; dx=-4.832078175712109E-8 evalInputDelta=0.057286832481622696
Fitness changed from -2.6433795988559723 to -2.700666431337595
Iteration 19 complete. Error: -2.700666431337595 Total: 18.8736; Orientation: 0.0805; Line Search: 14.1235
Adding measurement 7bf0ef36 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.986e+02, gradient 2.360e-04, dot -0.662; [887de08e-6411-46e5-b763-ad3fe929349c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.700666431337595, 0.4574558287858963, 1.0097330063581467, 1.3819421231746674
LBFGS Accumulation History: 3 points
Removed measurement 7bf0ef36 to history. Total: 3
th(0)=-2.700666431337595;dx=-5.559101207469954E-8
New Minimum: -2.700666431337595 > -2.7792832404375076
END: th(2256327.9052284365)=-2.7792832404375076; dx=-1.7782300915010335E-8 evalInputDelta=0.07861680909991264
Fitness changed from -2.700666431337595 to -2.7792832404375076
Iteration 20 complete. Error: -2.7792832404375076 Total: 14.0636; Orientation: 0.0795; Line Search: 9.3087
Final threshold in iteration 21: -2.7792832404375076 (> -Infinity) after 393.372s (< 5400.000s)
