Reset training subject: 1028355623162 Reset training subject: 1040457342256 Adding measurement 25fbb44c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=11.728265777230263;dx=-1.4340645618541244E-6 New Minimum: 11.728265777230263 > 11.728260591626167 WOLFE (weak): th(2.154434690031884)=11.728260591626167; dx=-1.431443023839651E-6 evalInputDelta=5.185604095458984E-6 New Minimum: 11.728260591626167 > 11.728254854679108 WOLFE (weak): th(4.308869380063768)=11.728254854679108; dx=-1.4312320222365262E-6 evalInputDelta=1.0922551155090332E-5 New Minimum: 11.728254854679108 > 11.728233605623245 WOLFE (weak): th(12.926608140191302)=11.728233605623245; dx=-1.431231613773757E-6 evalInputDelta=3.217160701751709E-5 New Minimum: 11.728233605623245 > 11.728137478232384 WOLFE (weak): th(51.70643256076521)=11.728137478232384; dx=-1.4314573797190563E-6 evalInputDelta=1.2829899787902832E-4 New Minimum: 11.728137478232384 > 11.72762443125248 WOLFE (weak): th(258.53216280382605)=11.72762443125248; dx=-1.430589895462795E-6 evalInputDelta=6.413459777832031E-4 New Minimum: 11.72762443125248 > 11.724419921636581 WOLFE (weak): th(1551.1929768229563)=11.724419921636581; dx=-1.4312489202554285E-6 evalInputDelta=0.0038458555936813354 New Minimum: 11.724419921636581 > 11.701368033885956 WOLFE (weak): th(10858.350837760694)=11.701368033885956; dx=-1.4272089106732686E-6 evalInputDelta=0.026897743344306946 New Minimum: 11.701368033885956 > 11.514542683959007 WOLFE (weak): th(86866.80670208555)=11.514542683959007; dx=-1.3689847464130563E-6 evalInputDelta=0.2137230932712555 New Minimum: 11.514542683959007 > 10.117144078016281 END: th(781801.26031877)=10.117144078016281; dx=-7.924284469258032E-7 evalInputDelta=1.6111216992139816 Fitness changed from 11.728265777230263 to 10.117144078016281 Iteration 1 complete. Error: 10.117144078016281 Total: 173.7326; Orientation: 0.0335; Line Search: 135.5993 Iteration 1 ![Iteration 1](etc/1d35a502-07ad-4b58-afb5-755d9618e57b.jpg) Adding measurement 62461a8 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=10.117144078016281;dx=-1.115775438869287E-6 New Minimum: 10.117144078016281 > 8.010546058416367 END: th(1684339.7559414052)=8.010546058416367; dx=-3.826899823747685E-7 evalInputDelta=2.1065980195999146 Fitness changed from 10.117144078016281 to 8.010546058416367 Iteration 2 complete. Error: 8.010546058416367 Total: 40.4731; Orientation: 0.0325; Line Search: 25.9675 Iteration 2 ![Iteration 2](etc/f559895c-4194-4c89-9456-c93340a6bf94.jpg) Adding measurement 75255920 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.010546058416367;dx=-6.30212500404693E-7 New Minimum: 8.010546058416367 > 5.9829065054655075 END: th(3628800.0)=5.9829065054655075; dx=-1.716032639644679E-7 evalInputDelta=2.027639552950859 Fitness changed from 8.010546058416367 to 5.9829065054655075 Iteration 3 complete. Error: 5.9829065054655075 Total: 40.7790; Orientation: 0.0327; Line Search: 27.7423 Iteration 3 ![Iteration 3](etc/c6702a09-c7ab-43e0-b349-5a66f096d039.jpg) Adding measurement bcef522 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.737e+03, gradient 6.613e-04, dot -0.463; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.9829065054655075, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement bcef522 to history. Total: 3 th(0)=5.9829065054655075;dx=-4.3658352254937697E-7 New Minimum: 5.9829065054655075 > 4.039558470249176 END: th(7818012.6031877)=4.039558470249176; dx=-7.450217078262182E-8 evalInputDelta=1.9433480352163315 Fitness changed from 5.9829065054655075 to 4.039558470249176 Iteration 4 complete. Error: 4.039558470249176 Total: 43.2421; Orientation: 0.7824; Line Search: 27.6912 Iteration 4 ![Iteration 4](etc/7ca03094-c0d4-440f-8c55-d2bda842bb55.jpg) Adding measurement 26ec8b7c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.029e+03, gradient 5.450e-04, dot -0.380; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.039558470249176, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 26ec8b7c to history. Total: 3 th(0)=4.039558470249176;dx=-2.965066742629997E-7 New Minimum: 4.039558470249176 > 2.301821768283844 END: th(1.684339755941405E7)=2.301821768283844; dx=-1.0953502175883634E-8 evalInputDelta=1.737736701965332 Fitness changed from 4.039558470249176 to 2.301821768283844 Iteration 5 complete. Error: 2.301821768283844 Total: 42.5312; Orientation: 0.7833; Line Search: 26.8101 Iteration 5 ![Iteration 5](etc/a0c15935-6d03-48ab-869b-4be28abd6d48.jpg) Adding measurement 7fd79b36 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.321e+03, gradient 4.427e-04, dot -0.241; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.301821768283844, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 7fd79b36 to history. Total: 3 th(0)=2.301821768283844;dx=-1.9560132189664486E-7 New Minimum: 2.301821768283844 > 2.2526111602783203 WOLF (strong): th(3.6288E7)=2.2526111602783203; dx=2.9125027966892665E-8 evalInputDelta=0.04921060800552368 New Minimum: 2.2526111602783203 > 0.9524993747472763 END: th(1.8144E7)=0.9524993747472763; dx=-1.2129580570062954E-9 evalInputDelta=1.3493223935365677 Fitness changed from 2.301821768283844 to 0.9524993747472763 Iteration 6 complete. Error: 0.9524993747472763 Total: 51.8889; Orientation: 0.7816; Line Search: 37.3490 Adding measurement 59b26a7a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.001e+03, gradient 3.006e-04, dot -0.205; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9524993747472763, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 59b26a7a to history. Total: 3 th(0)=0.9524993747472763;dx=-9.023723534769063E-8 Armijo: th(3.90900630159385E7)=1.0167367905378342; dx=1.5978114411775865E-8 evalInputDelta=-0.06423741579055786 New Minimum: 0.9524993747472763 > 0.2529045045375824 WOLF (strong): th(1.954503150796925E7)=0.2529045045375824; dx=9.643193162331546E-10 evalInputDelta=0.6995948702096939 END: th(6515010.502656416)=0.3184053599834442; dx=-3.478975530737676E-8 evalInputDelta=0.6340940147638321 Fitness changed from 0.9524993747472763 to 0.2529045045375824 Iteration 7 complete. Error: 0.2529045045375824 Total: 66.3551; Orientation: 0.7722; Line Search: 51.6230 Adding measurement 42270989 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.250e+03, gradient 3.044e-04, dot -0.199; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2529045045375824, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 42270989 to history. Total: 3 th(0)=0.2529045045375824;dx=-9.24549108813543E-8 New Minimum: 0.2529045045375824 > -0.09765908122062683 WOLF (strong): th(1.4036164632845044E7)=-0.09765908122062683; dx=1.3482115735145124E-8 evalInputDelta=0.35056358575820923 New Minimum: -0.09765908122062683 > -0.2794518768787384 END: th(7018082.316422522)=-0.2794518768787384; dx=-9.43425714460155E-9 evalInputDelta=0.5323563814163208 Fitness changed from 0.2529045045375824 to -0.2794518768787384 Iteration 8 complete. Error: -0.2794518768787384 Total: 54.5225; Orientation: 0.7791; Line Search: 40.9891 Adding measurement 5223d4a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.396e+03, gradient 2.073e-04, dot -0.193; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2794518768787384, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 5223d4a3 to history. Total: 3 th(0)=-0.2794518768787384;dx=-4.2871631374108486E-8 New Minimum: -0.2794518768787384 > -0.5334538817405701 END: th(1.5120000000000002E7)=-0.5334538817405701; dx=-5.964502610629353E-10 evalInputDelta=0.25400200486183167 Fitness changed from -0.2794518768787384 to -0.5334538817405701 Iteration 9 complete. Error: -0.5334538817405701 Total: 41.9296; Orientation: 0.8151; Line Search: 27.1273 Adding measurement 4ea3bc6b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.509e+03, gradient 2.330e-04, dot -0.188; [31afedc9-3f52-4908-9f05-330cdc0ec66d = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5334538817405701, 8.010546058416367, 10.117144078016281, 11.728265777230263 LBFGS Accumulation History: 3 points Removed measurement 4ea3bc6b to history. Total: 3 th(0)=-0.5334538817405701;dx=-5.416595040777669E-8 Armijo: th(3.2575052513282087E7)=0.25107957422733307; dx=1.924968514596993E-8 evalInputDelta=-0.7845334559679031 New Minimum: -0.5334538817405701 > -0.5652057975530624 WOLF (strong): th(1.6287526256641043E7)=-0.5652057975530624; dx=1.4726819137028866E-8 evalInputDelta=0.03175191581249237 New Minimum: -0.5652057975530624 > -0.8341287672519684 END: th(5429175.418880348)=-0.8341287672519684; dx=-1.217764472454308E-8 evalInputDelta=0.3006748855113983 Fitness changed from -0.5334538817405701 to -0.8341287672519684 Iteration 10 complete. Error: -0.8341287672519684 Total: 68.7874; Orientation: 0.7931; Line Search: 54.4496 Iteration 10 ![Iteration 10](etc/d5b61183-3751-4be1-b069-7017bde63396.jpg) Final threshold in iteration 11: -0.8341287672519684 (> -Infinity) after 624.465s (< 1800.000s)