Reset training subject: 2061156026792 Reset training subject: 2063472546707 Adding measurement f743822 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.63658519089222;dx=-9.174498749725718E-7 New Minimum: 10.63658519089222 > 10.636582463979721 WOLFE (weak): th(2.154434690031884)=10.636582463979721; dx=-9.016474626363756E-7 evalInputDelta=2.726912498474121E-6 New Minimum: 10.636582463979721 > 10.636580064892769 WOLFE (weak): th(4.308869380063768)=10.636580064892769; dx=-9.014881765608146E-7 evalInputDelta=5.125999450683594E-6 New Minimum: 10.636580064892769 > 10.636569485068321 WOLFE (weak): th(12.926608140191302)=10.636569485068321; dx=-9.015120719373471E-7 evalInputDelta=1.570582389831543E-5 New Minimum: 10.636569485068321 > 10.636521801352501 WOLFE (weak): th(51.70643256076521)=10.636521801352501; dx=-8.929407595579581E-7 evalInputDelta=6.338953971862793E-5 New Minimum: 10.636521801352501 > 10.636266201734543 WOLFE (weak): th(258.53216280382605)=10.636266201734543; dx=-9.014909305695909E-7 evalInputDelta=3.189891576766968E-4 New Minimum: 10.636266201734543 > 10.634669557213783 WOLFE (weak): th(1551.1929768229563)=10.634669557213783; dx=-8.992376990827502E-7 evalInputDelta=0.0019156336784362793 New Minimum: 10.634669557213783 > 10.623180478811264 WOLFE (weak): th(10858.350837760694)=10.623180478811264; dx=-9.005270200100825E-7 evalInputDelta=0.013404712080955505 New Minimum: 10.623180478811264 > 10.52975682914257 WOLFE (weak): th(86866.80670208555)=10.52975682914257; dx=-8.917796991648361E-7 evalInputDelta=0.10682836174964905 New Minimum: 10.52975682914257 > 9.723645776510239 END: th(781801.26031877)=9.723645776510239; dx=-7.813594283527335E-7 evalInputDelta=0.9129394143819809 Fitness changed from 10.63658519089222 to 9.723645776510239 Iteration 1 complete. Error: 9.723645776510239 Total: 32.7786; Orientation: 0.0088; Line Search: 25.3702 Iteration 1 ![Iteration 1](etc/ef34681a-5516-4fd1-8cd5-f23391e3f859.jpg) Adding measurement 56daec13 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.723645776510239;dx=-7.547456657066007E-7 New Minimum: 9.723645776510239 > 8.22508616745472 END: th(1684339.7559414052)=8.22508616745472; dx=-5.492936337617815E-7 evalInputDelta=1.498559609055519 Fitness changed from 9.723645776510239 to 8.22508616745472 Iteration 2 complete. Error: 8.22508616745472 Total: 7.6960; Orientation: 0.0090; Line Search: 5.0752 Iteration 2 ![Iteration 2](etc/50aca68c-180a-489e-a61d-e1c917278998.jpg) Adding measurement 6daf984e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.22508616745472;dx=-5.287723861173137E-7 New Minimum: 8.22508616745472 > 6.279016599059105 END: th(3628800.0)=6.279016599059105; dx=-2.989025622180069E-7 evalInputDelta=1.9460695683956146 Fitness changed from 8.22508616745472 to 6.279016599059105 Iteration 3 complete. Error: 6.279016599059105 Total: 7.6970; Orientation: 0.0092; Line Search: 5.0763 Iteration 3 ![Iteration 3](etc/08641918-5d6f-4ef6-854a-8d4e92a8580d.jpg) Adding measurement 493c459b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.760e+03, gradient 5.741e-04, dot -0.763; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.279016599059105, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 493c459b to history. Total: 3 th(0)=6.279016599059105;dx=-3.2860981598108946E-7 New Minimum: 6.279016599059105 > 4.304184481501579 END: th(7818012.6031877)=4.304184481501579; dx=-1.2279157963984523E-7 evalInputDelta=1.9748321175575256 Fitness changed from 6.279016599059105 to 4.304184481501579 Iteration 4 complete. Error: 4.304184481501579 Total: 7.8886; Orientation: 0.2182; Line Search: 4.8320 Iteration 4 ![Iteration 4](etc/368dcfed-4cc6-4ceb-af99-f57f00c8067f.jpg) Adding measurement 280d0407 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.091e+03, gradient 4.479e-04, dot -0.574; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.304184481501579, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 280d0407 to history. Total: 3 th(0)=4.304184481501579;dx=-2.0007705999932844E-7 New Minimum: 4.304184481501579 > 2.6970102339982986 END: th(1.684339755941405E7)=2.6970102339982986; dx=-3.453773707457281E-8 evalInputDelta=1.6071742475032806 Fitness changed from 4.304184481501579 to 2.6970102339982986 Iteration 5 complete. Error: 2.6970102339982986 Total: 7.7379; Orientation: 0.2554; Line Search: 4.9118 Iteration 5 ![Iteration 5](etc/6f1067da-441c-473a-b69f-5a7018ed5d17.jpg) Adding measurement 1b78d681 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.543e+03, gradient 3.530e-04, dot -0.411; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.6970102339982986, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 1b78d681 to history. Total: 3 th(0)=2.6970102339982986;dx=-1.243106287198468E-7 New Minimum: 2.6970102339982986 > 1.9289032816886902 WOLF (strong): th(3.6288E7)=1.9289032816886902; dx=1.494047337243948E-8 evalInputDelta=0.7681069523096085 New Minimum: 1.9289032816886902 > 1.534161239862442 END: th(1.8144E7)=1.534161239862442; dx=-1.0051316071344242E-8 evalInputDelta=1.1628489941358566 Fitness changed from 2.6970102339982986 to 1.534161239862442 Iteration 6 complete. Error: 1.534161239862442 Total: 11.0264; Orientation: 0.3155; Line Search: 7.2116 Adding measurement 6b0cc002 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.248e+03, gradient 3.314e-04, dot -0.333; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.534161239862442, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 6b0cc002 to history. Total: 3 th(0)=1.534161239862442;dx=-1.0919670762357261E-7 Armijo: th(3.90900630159385E7)=2.0179237127304077; dx=3.215832288126629E-8 evalInputDelta=-0.4837624728679657 New Minimum: 1.534161239862442 > 0.9605438709259033 WOLF (strong): th(1.954503150796925E7)=0.9605438709259033; dx=1.806983033893481E-8 evalInputDelta=0.5736173689365387 New Minimum: 0.9605438709259033 > 0.9400240778923035 END: th(6515010.502656416)=0.9400240778923035; dx=-4.251625443101026E-8 evalInputDelta=0.5941371619701385 Fitness changed from 1.534161239862442 to 0.9400240778923035 Iteration 7 complete. Error: 0.9400240778923035 Total: 12.4640; Orientation: 0.2155; Line Search: 9.8025 Adding measurement a66a055 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.783e+03, gradient 2.371e-04, dot -0.456; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9400240778923035, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement a66a055 to history. Total: 3 th(0)=0.9400240778923035;dx=-5.6085868113057E-8 New Minimum: 0.9400240778923035 > 0.42197464406490326 END: th(1.4036164632845044E7)=0.42197464406490326; dx=-1.1158974283764272E-8 evalInputDelta=0.5180494338274002 Fitness changed from 0.9400240778923035 to 0.42197464406490326 Iteration 8 complete. Error: 0.42197464406490326 Total: 7.9209; Orientation: 0.2172; Line Search: 5.0912 Adding measurement 125c7f2a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.936e+03, gradient 2.564e-04, dot -0.360; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.42197464406490326, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 125c7f2a to history. Total: 3 th(0)=0.42197464406490326;dx=-6.556767207560703E-8 Armijo: th(3.0240000000000004E7)=0.9028270542621613; dx=2.980039027706548E-8 evalInputDelta=-0.480852410197258 New Minimum: 0.42197464406490326 > 0.24364961683750153 WOLF (strong): th(1.5120000000000002E7)=0.24364961683750153; dx=1.83201821189412E-8 evalInputDelta=0.17832502722740173 New Minimum: 0.24364961683750153 > 0.1654403954744339 END: th(5040000.000000001)=0.1654403954744339; dx=-2.3804662368533042E-8 evalInputDelta=0.25653424859046936 Fitness changed from 0.42197464406490326 to 0.1654403954744339 Iteration 9 complete. Error: 0.1654403954744339 Total: 13.8104; Orientation: 0.2596; Line Search: 10.9637 Adding measurement 4e46d469 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.884e+03, gradient 1.745e-04, dot -0.519; [bfb53e28-8ef1-4e4b-a9af-d5afdad906c5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.1654403954744339, 8.22508616745472, 9.723645776510239, 10.63658519089222 LBFGS Accumulation History: 3 points Removed measurement 4e46d469 to history. Total: 3 th(0)=0.1654403954744339;dx=-3.0000742300863544E-8 New Minimum: 0.1654403954744339 > -0.10697278380393982 END: th(1.0858350837760696E7)=-0.10697278380393982; dx=-1.5716683061684383E-8 evalInputDelta=0.2724131792783737 Fitness changed from 0.1654403954744339 to -0.10697278380393982 Iteration 10 complete. Error: -0.10697278380393982 Total: 7.9900; Orientation: 0.2385; Line Search: 5.1422 Iteration 10 ![Iteration 10](etc/004893ee-272e-4511-97d4-133d1ad4231b.jpg) Final threshold in iteration 11: -0.10697278380393982 (> -Infinity) after 117.070s (< 3600.000s)