Reset training subject: 610727339530100 Reset training subject: 610738496277200 Adding measurement 228abb6 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.6697288751602173;dx=-2.5899095660058256E-7 New Minimum: 1.6697288751602173 > 1.6697282195091248 WOLFE (weak): th(2.154434690031884)=1.6697282195091248; dx=-2.5896217228558084E-7 evalInputDelta=6.556510925292969E-7 New Minimum: 1.6697282195091248 > 1.6697275787591934 WOLFE (weak): th(4.308869380063768)=1.6697275787591934; dx=-2.589932831022839E-7 evalInputDelta=1.296401023864746E-6 New Minimum: 1.6697275787591934 > 1.6697240769863129 WOLFE (weak): th(12.926608140191302)=1.6697240769863129; dx=-2.590096636375522E-7 evalInputDelta=4.798173904418945E-6 New Minimum: 1.6697240769863129 > 1.6697095334529877 WOLFE (weak): th(51.70643256076521)=1.6697095334529877; dx=-2.5896977376992756E-7 evalInputDelta=1.9341707229614258E-5 New Minimum: 1.6697095334529877 > 1.6696324944496155 WOLFE (weak): th(258.53216280382605)=1.6696324944496155; dx=-2.590148344932381E-7 evalInputDelta=9.638071060180664E-5 New Minimum: 1.6696324944496155 > 1.6691493093967438 WOLFE (weak): th(1551.1929768229563)=1.6691493093967438; dx=-2.5883554387492996E-7 evalInputDelta=5.795657634735107E-4 New Minimum: 1.6691493093967438 > 1.6656774878501892 WOLFE (weak): th(10858.350837760694)=1.6656774878501892; dx=-2.5814084931239863E-7 evalInputDelta=0.004051387310028076 New Minimum: 1.6656774878501892 > 1.637671336531639 WOLFE (weak): th(86866.80670208555)=1.637671336531639; dx=-2.527161796577991E-7 evalInputDelta=0.032057538628578186 New Minimum: 1.637671336531639 > 1.4110343754291534 END: th(781801.26031877)=1.4110343754291534; dx=-2.0164880461819187E-7 evalInputDelta=0.25869449973106384 Fitness changed from 1.6697288751602173 to 1.4110343754291534 Iteration 1 complete. Error: 1.4110343754291534 Total: 144.5514; Orientation: 0.0267; Line Search: 110.6563 Iteration 1 ![Iteration 1](etc/295a0ee6-0cf6-468c-aafc-d1ee77033dfb.jpg) Adding measurement 185b8dab to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.4110343754291534;dx=-1.8155686377961007E-7 New Minimum: 1.4110343754291534 > 1.0529417097568512 END: th(1684339.7559414052)=1.0529417097568512; dx=-1.2189747717894085E-7 evalInputDelta=0.35809266567230225 Fitness changed from 1.4110343754291534 to 1.0529417097568512 Iteration 2 complete. Error: 1.0529417097568512 Total: 36.9698; Orientation: 0.0263; Line Search: 24.0362 Iteration 2 ![Iteration 2](etc/702576f9-b1ca-44a9-9068-e6e520324c9b.jpg) Adding measurement 6b58c736 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.0529417097568512;dx=-1.1773493592090813E-7 New Minimum: 1.0529417097568512 > 0.6281295716762543 END: th(3628800.0)=0.6281295716762543; dx=-6.377175083261436E-8 evalInputDelta=0.4248121380805969 Fitness changed from 1.0529417097568512 to 0.6281295716762543 Iteration 3 complete. Error: 0.6281295716762543 Total: 36.5820; Orientation: 0.0365; Line Search: 23.3048 Iteration 3 ![Iteration 3](etc/80d0bf4e-0f81-4680-b848-ea64155a4f64.jpg) Adding measurement 7b3fce7e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.529e+03, gradient 2.771e-04, dot -0.820; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6281295716762543, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 7b3fce7e to history. Total: 3 th(0)=0.6281295716762543;dx=-7.669986715812703E-8 New Minimum: 0.6281295716762543 > 0.20573550462722778 END: th(7818012.6031877)=0.20573550462722778; dx=-2.2393219113208446E-8 evalInputDelta=0.4223940670490265 Fitness changed from 0.6281295716762543 to 0.20573550462722778 Iteration 4 complete. Error: 0.20573550462722778 Total: 37.6387; Orientation: 0.9524; Line Search: 23.5676 Iteration 4 ![Iteration 4](etc/74e37a77-8053-419d-943c-e59d30bd78d2.jpg) Adding measurement 28a60e2e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.946e+03, gradient 2.652e-04, dot -0.597; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.20573550462722778, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 28a60e2e to history. Total: 3 th(0)=0.20573550462722778;dx=-7.029849862723861E-8 New Minimum: 0.20573550462722778 > 0.13631097972393036 WOLF (strong): th(1.684339755941405E7)=0.13631097972393036; dx=1.1178868760148865E-8 evalInputDelta=0.06942452490329742 New Minimum: 0.13631097972393036 > -0.0254458487033844 WOLF (strong): th(8421698.779707026)=-0.0254458487033844; dx=2.3844403731387136E-9 evalInputDelta=0.23118135333061218 END: th(2807232.9265690087)=0.011862918734550476; dx=-3.0437085809953075E-8 evalInputDelta=0.1938725858926773 Fitness changed from 0.20573550462722778 to -0.0254458487033844 Iteration 5 complete. Error: -0.0254458487033844 Total: 64.1471; Orientation: 0.4192; Line Search: 51.2987 Iteration 5 ![Iteration 5](etc/cb37d5c6-3d4f-48ef-b0a8-9b7a2f7a6d78.jpg) Adding measurement fd37998 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.343e+03, gradient 2.815e-04, dot -0.461; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.0254458487033844, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement fd37998 to history. Total: 3 th(0)=-0.0254458487033844;dx=-7.919914915570692E-8 New Minimum: -0.0254458487033844 > -0.2996292859315872 WOLF (strong): th(6048000.0)=-0.2996292859315872; dx=9.82375702710212E-10 evalInputDelta=0.2741834372282028 END: th(3024000.0)=-0.256430521607399; dx=-3.144084366438751E-8 evalInputDelta=0.2309846729040146 Fitness changed from -0.0254458487033844 to -0.2996292859315872 Iteration 6 complete. Error: -0.2996292859315872 Total: 46.7971; Orientation: 0.3891; Line Search: 33.9671 Adding measurement 3bddfe4a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.726e+03, gradient 2.111e-04, dot -0.529; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2996292859315872, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 3bddfe4a to history. Total: 3 th(0)=-0.2996292859315872;dx=-4.454283585182212E-8 New Minimum: -0.2996292859315872 > -0.4969199299812317 END: th(6515010.502656417)=-0.4969199299812317; dx=-5.390949965512598E-9 evalInputDelta=0.19729064404964447 Fitness changed from -0.2996292859315872 to -0.4969199299812317 Iteration 7 complete. Error: -0.4969199299812317 Total: 34.5232; Orientation: 0.3897; Line Search: 23.1214 Adding measurement 6d2528e5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.354e+03, gradient 1.814e-04, dot -0.589; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4969199299812317, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 6d2528e5 to history. Total: 3 th(0)=-0.4969199299812317;dx=-3.287114708645213E-8 New Minimum: -0.4969199299812317 > -0.5479660779237747 WOLF (strong): th(1.4036164632845046E7)=-0.5479660779237747; dx=9.218464838556005E-9 evalInputDelta=0.05104614794254303 New Minimum: -0.5479660779237747 > -0.6352986246347427 END: th(7018082.316422523)=-0.6352986246347427; dx=-3.069792079521874E-9 evalInputDelta=0.13837869465351105 Fitness changed from -0.4969199299812317 to -0.6352986246347427 Iteration 8 complete. Error: -0.6352986246347427 Total: 45.9164; Orientation: 0.3883; Line Search: 34.2975 Adding measurement 188ed849 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.646e+03, gradient 1.770e-04, dot -0.561; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6352986246347427, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 188ed849 to history. Total: 3 th(0)=-0.6352986246347427;dx=-3.128930091739004E-8 Armijo: th(1.5120000000000004E7)=-0.6043388396501541; dx=1.2360151064020485E-8 evalInputDelta=-0.030959784984588623 New Minimum: -0.6352986246347427 > -0.7518105357885361 WOLF (strong): th(7560000.000000002)=-0.7518105357885361; dx=2.536764391954909E-9 evalInputDelta=0.11651191115379333 END: th(2520000.0000000005)=-0.7194693684577942; dx=-1.9643877126489833E-8 evalInputDelta=0.08417074382305145 Fitness changed from -0.6352986246347427 to -0.7518105357885361 Iteration 9 complete. Error: -0.7518105357885361 Total: 58.6576; Orientation: 0.3980; Line Search: 47.3114 Adding measurement 10888355 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.942e+03, gradient 1.888e-04, dot -0.501; [3b356bde-867f-4732-a8b1-a4c844d5ec81 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7518105357885361, 1.0529417097568512, 1.4110343754291534, 1.6697288751602173 LBFGS Accumulation History: 3 points Removed measurement 10888355 to history. Total: 3 th(0)=-0.7518105357885361;dx=-3.56157774510424E-8 New Minimum: -0.7518105357885361 > -0.8660207092761993 END: th(5429175.418880348)=-0.8660207092761993; dx=-1.0037209282020271E-9 evalInputDelta=0.11421017348766327 Fitness changed from -0.7518105357885361 to -0.8660207092761993 Iteration 10 complete. Error: -0.8660207092761993 Total: 34.4867; Orientation: 0.3876; Line Search: 22.3604 Iteration 10 ![Iteration 10](etc/1a9f30c6-8938-426b-8516-f8fb6a9316d8.jpg) Final threshold in iteration 11: -0.8660207092761993 (> -Infinity) after 541.085s (< 3600.000s)