Reset training subject: 3158080903570 Reset training subject: 3165932248126 Adding measurement 22faf33a to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.304086312651634;dx=-2.1072281994095305E-7 New Minimum: 7.304086312651634 > 7.3040860295295715 WOLFE (weak): th(2.154434690031884)=7.3040860295295715; dx=-2.0765525677893938E-7 evalInputDelta=2.8312206268310547E-7 New Minimum: 7.3040860295295715 > 7.304085597395897 WOLFE (weak): th(4.308869380063768)=7.304085597395897; dx=-2.06878696223517E-7 evalInputDelta=7.152557373046875E-7 New Minimum: 7.304085597395897 > 7.304083466529846 WOLFE (weak): th(12.926608140191302)=7.304083466529846; dx=-2.076880930891588E-7 evalInputDelta=2.8461217880249023E-6 New Minimum: 7.304083466529846 > 7.304075211286545 WOLFE (weak): th(51.70643256076521)=7.304075211286545; dx=-2.076533917105275E-7 evalInputDelta=1.1101365089416504E-5 New Minimum: 7.304075211286545 > 7.304029569029808 WOLFE (weak): th(258.53216280382605)=7.304029569029808; dx=-2.0763526840388359E-7 evalInputDelta=5.6743621826171875E-5 New Minimum: 7.304029569029808 > 7.303747713565826 WOLFE (weak): th(1551.1929768229563)=7.303747713565826; dx=-2.0765241592643605E-7 evalInputDelta=3.385990858078003E-4 New Minimum: 7.303747713565826 > 7.301716238260269 WOLFE (weak): th(10858.350837760694)=7.301716238260269; dx=-2.0765177571963916E-7 evalInputDelta=0.0023700743913650513 New Minimum: 7.301716238260269 > 7.285151198506355 WOLFE (weak): th(86866.80670208555)=7.285151198506355; dx=-2.0716534123282832E-7 evalInputDelta=0.01893511414527893 New Minimum: 7.285151198506355 > 7.136500343680382 WOLFE (weak): th(781801.26031877)=7.136500343680382; dx=-2.0034718517192262E-7 evalInputDelta=0.16758596897125244 New Minimum: 7.136500343680382 > 6.002498283982277 END: th(7818012.6031877)=6.002498283982277; dx=-1.2857247720566397E-7 evalInputDelta=1.3015880286693573 Fitness changed from 7.304086312651634 to 6.002498283982277 Iteration 1 complete. Error: 6.002498283982277 Total: 112.6459; Orientation: 0.0357; Line Search: 89.4979 Iteration 1 ![Iteration 1](etc/924e541e-66b2-40f2-b583-961832b28bd3.jpg) Adding measurement 71082c2b to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.002498283982277;dx=-1.431024114966531E-7 New Minimum: 6.002498283982277 > 4.613518312573433 END: th(1.684339755941405E7)=4.613518312573433; dx=-6.267757266680399E-8 evalInputDelta=1.388979971408844 Fitness changed from 6.002498283982277 to 4.613518312573433 Iteration 2 complete. Error: 4.613518312573433 Total: 25.7792; Orientation: 0.0352; Line Search: 16.9967 Iteration 2 ![Iteration 2](etc/37aa1d0c-4374-4d79-b164-bb9cdc62092e.jpg) Adding measurement 632cff89 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.613518312573433;dx=-9.759099427292137E-8 New Minimum: 4.613518312573433 > 3.391960233449936 END: th(3.6288E7)=3.391960233449936; dx=-2.322338247168944E-8 evalInputDelta=1.221558079123497 Fitness changed from 4.613518312573433 to 3.391960233449936 Iteration 3 complete. Error: 3.391960233449936 Total: 24.8143; Orientation: 0.0361; Line Search: 15.9760 Iteration 3 ![Iteration 3](etc/edad88f7-a1ec-4aed-9ea6-9a8c56c04d84.jpg) Adding measurement 3d90c037 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.775e+04, gradient 2.825e-04, dot -0.446; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.391960233449936, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 3d90c037 to history. Total: 3 th(0)=3.391960233449936;dx=-7.967283918842093E-8 New Minimum: 3.391960233449936 > 2.8638297617435455 END: th(7.8180126031877E7)=2.8638297617435455; dx=-5.063053698856064E-9 evalInputDelta=0.5281304717063904 Fitness changed from 3.391960233449936 to 2.8638297617435455 Iteration 4 complete. Error: 2.8638297617435455 Total: 25.8445; Orientation: 0.8759; Line Search: 16.5073 Iteration 4 ![Iteration 4](etc/08d88fc0-9de0-416d-a743-8b6626802bd3.jpg) Adding measurement 94a027a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.436e+04, gradient 2.520e-04, dot -0.316; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8638297617435455, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 94a027a to history. Total: 3 th(0)=2.8638297617435455;dx=-6.343389040612668E-8 Armijo: th(1.6843397559414053E8)=3.97596076130867; dx=6.3332440403706585E-9 evalInputDelta=-1.1121309995651245 New Minimum: 2.8638297617435455 > 1.6568747758865356 END: th(8.421698779707026E7)=1.6568747758865356; dx=-3.1217015056170623E-9 evalInputDelta=1.2069549858570099 Fitness changed from 2.8638297617435455 to 1.6568747758865356 Iteration 5 complete. Error: 1.6568747758865356 Total: 33.2709; Orientation: 0.8159; Line Search: 24.0174 Iteration 5 ![Iteration 5](etc/1ec8c3ee-ab8f-40b9-99d7-897764b4e106.jpg) Adding measurement 2c58e66b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.097e+04, gradient 1.843e-04, dot -0.282; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6568747758865356, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 2c58e66b to history. Total: 3 th(0)=1.6568747758865356;dx=-3.392587613799696E-8 Armijo: th(1.8144000000000003E8)=2.2654318809509277; dx=4.063798820192772E-9 evalInputDelta=-0.6085571050643921 New Minimum: 1.6568747758865356 > 0.7532657384872437 END: th(9.072000000000001E7)=0.7532657384872437; dx=-3.804952147206922E-9 evalInputDelta=0.903609037399292 Fitness changed from 1.6568747758865356 to 0.7532657384872437 Iteration 6 complete. Error: 0.7532657384872437 Total: 33.8507; Orientation: 0.8069; Line Search: 24.0670 Adding measurement 59c862e4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.922e+03, gradient 1.392e-04, dot -0.267; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7532657384872437, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 59c862e4 to history. Total: 3 th(0)=0.7532657384872437;dx=-1.9348400954417135E-8 Armijo: th(1.9545031507969254E8)=1.2956145703792572; dx=2.3049471057256436E-9 evalInputDelta=-0.5423488318920135 New Minimum: 0.7532657384872437 > 0.19079694151878357 END: th(9.772515753984627E7)=0.19079694151878357; dx=-3.149548317876547E-9 evalInputDelta=0.5624687969684601 Fitness changed from 0.7532657384872437 to 0.19079694151878357 Iteration 7 complete. Error: 0.19079694151878357 Total: 34.4642; Orientation: 0.8070; Line Search: 25.1571 Adding measurement 4e00b1a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.561e+03, gradient 1.206e-04, dot -0.257; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.19079694151878357, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 4e00b1a8 to history. Total: 3 th(0)=0.19079694151878357;dx=-1.4509896540471897E-8 Armijo: th(2.1054246949267572E8)=1.0036234855651855; dx=2.2067902443544547E-9 evalInputDelta=-0.812826544046402 New Minimum: 0.19079694151878357 > -0.10653030872344971 END: th(1.0527123474633786E8)=-0.10653030872344971; dx=-1.737675710747794E-9 evalInputDelta=0.2973272502422333 Fitness changed from 0.19079694151878357 to -0.10653030872344971 Iteration 8 complete. Error: -0.10653030872344971 Total: 34.5293; Orientation: 0.8092; Line Search: 25.8598 Adding measurement 76ad304f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.883e+03, gradient 1.137e-04, dot -0.246; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.10653030872344971, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 76ad304f to history. Total: 3 th(0)=-0.10653030872344971;dx=-1.2913847763262861E-8 Armijo: th(2.268000000000001E8)=1.0681574940681458; dx=2.8481375453458097E-9 evalInputDelta=-1.1746878027915955 New Minimum: -0.10653030872344971 > -0.22809529304504395 END: th(1.1340000000000004E8)=-0.22809529304504395; dx=-5.234209471671427E-10 evalInputDelta=0.12156498432159424 Fitness changed from -0.10653030872344971 to -0.22809529304504395 Iteration 9 complete. Error: -0.22809529304504395 Total: 33.6420; Orientation: 0.8073; Line Search: 25.1481 Adding measurement 32cdc9c1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.653e+03, gradient 1.099e-04, dot -0.228; [d6df4dab-962e-4c36-b257-03c3bcb70660 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.22809529304504395, 4.613518312573433, 6.002498283982277, 7.304086312651634 LBFGS Accumulation History: 3 points Removed measurement 32cdc9c1 to history. Total: 3 th(0)=-0.22809529304504395;dx=-1.2061080489920376E-8 Armijo: th(2.4431289384961572E8)=1.1615926325321198; dx=3.6524357621763147E-9 evalInputDelta=-1.3896879255771637 New Minimum: -0.22809529304504395 > -0.31232428550720215 WOLF (strong): th(1.2215644692480786E8)=-0.31232428550720215; dx=3.397809246795062E-10 evalInputDelta=0.0842289924621582 New Minimum: -0.31232428550720215 > -0.5416432321071625 END: th(4.071881564160262E7)=-0.5416432321071625; dx=-6.571562126032593E-9 evalInputDelta=0.31354793906211853 Fitness changed from -0.22809529304504395 to -0.5416432321071625 Iteration 10 complete. Error: -0.5416432321071625 Total: 42.4051; Orientation: 0.8051; Line Search: 32.9922 Iteration 10 ![Iteration 10](etc/8b84ee0f-2e5f-40c2-9977-6b42b8668f35.jpg) Final threshold in iteration 11: -0.5416432321071625 (> -Infinity) after 401.474s (< 3600.000s)