Reset training subject: 911662297613400 Reset training subject: 911664141426200 Adding measurement 4af40c48 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=0.014178305864334106;dx=-1.1084261135615536E-8 New Minimum: 0.014178305864334106 > 0.014178246259689331 WOLFE (weak): th(2.154434690031884)=0.014178246259689331; dx=-1.1041606906325921E-8 evalInputDelta=5.9604644775390625E-8 WOLFE (weak): th(4.308869380063768)=0.014178246259689331; dx=-1.1041606846344125E-8 evalInputDelta=5.9604644775390625E-8 WOLFE (weak): th(12.926608140191302)=0.014178246259689331; dx=-1.1041617143868256E-8 evalInputDelta=5.9604644775390625E-8 New Minimum: 0.014178246259689331 > 0.014177918434143066 WOLFE (weak): th(51.70643256076521)=0.014177918434143066; dx=-1.1041599544854655E-8 evalInputDelta=3.8743019104003906E-7 New Minimum: 0.014177918434143066 > 0.01417645812034607 WOLFE (weak): th(258.53216280382605)=0.01417645812034607; dx=-1.1041549553296012E-8 evalInputDelta=1.8477439880371094E-6 New Minimum: 0.01417645812034607 > 0.0141676664352417 WOLFE (weak): th(1551.1929768229563)=0.0141676664352417; dx=-1.1041218359314807E-8 evalInputDelta=1.0639429092407227E-5 New Minimum: 0.0141676664352417 > 0.014103978872299194 WOLFE (weak): th(10858.350837760694)=0.014103978872299194; dx=-1.1045740843490477E-8 evalInputDelta=7.432699203491211E-5 New Minimum: 0.014103978872299194 > 0.01358458399772644 WOLFE (weak): th(86866.80670208555)=0.01358458399772644; dx=-1.1028419039232504E-8 evalInputDelta=5.93721866607666E-4 New Minimum: 0.01358458399772644 > 0.008886754512786865 WOLFE (weak): th(781801.26031877)=0.008886754512786865; dx=-1.0864883932305543E-8 evalInputDelta=0.005291551351547241 New Minimum: 0.008886754512786865 > -0.031813979148864746 END: th(7818012.6031877)=-0.031813979148864746; dx=-9.032414376012962E-9 evalInputDelta=0.04599228501319885 Fitness changed from 0.014178305864334106 to -0.031813979148864746 Iteration 1 complete. Error: -0.031813979148864746 Total: 26.7405; Orientation: 0.0289; Line Search: 21.2919 Iteration 1 ![Iteration 1](etc/590d601a-4150-4e89-93b2-bb199eb1dfcd.jpg) Adding measurement 3964ed5 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.031813979148864746;dx=-9.00901097743723E-9 New Minimum: -0.031813979148864746 > -0.0954139232635498 END: th(1.684339755941405E7)=-0.0954139232635498; dx=-6.06845546467631E-9 evalInputDelta=0.06359994411468506 Fitness changed from -0.031813979148864746 to -0.0954139232635498 Iteration 2 complete. Error: -0.0954139232635498 Total: 5.9804; Orientation: 0.0305; Line Search: 4.0553 Iteration 2 ![Iteration 2](etc/367aa10d-a189-4ec3-b06f-14e81019a74c.jpg) Adding measurement 568decdc to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.0954139232635498;dx=-6.580564811670885E-9 New Minimum: -0.0954139232635498 > -0.1617511510848999 END: th(3.6288E7)=-0.1617511510848999; dx=-3.3962481341230366E-9 evalInputDelta=0.0663372278213501 Fitness changed from -0.0954139232635498 to -0.1617511510848999 Iteration 3 complete. Error: -0.1617511510848999 Total: 5.6697; Orientation: 0.0320; Line Search: 3.8173 Iteration 3 ![Iteration 3](etc/6b8dcb04-5665-4c6a-aa47-a344b9e0c1e8.jpg) Adding measurement 7d1e0b78 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.725e+03, gradient 6.658e-05, dot -0.879; [f5f397e9-c42c-45d7-b157-d4bc59ddb442 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.014178305864334106, -0.031813979148864746, -0.0954139232635498, -0.1617511510848999 LBFGS Accumulation History: 3 points Removed measurement 4af40c48 to history. Total: 4 th(0)=-0.1617511510848999;dx=-4.432422066967801E-9 New Minimum: -0.1617511510848999 > -0.19891750812530518 END: th(7.8180126031877E7)=-0.19891750812530518; dx=-1.6286731797881775E-9 evalInputDelta=0.03716635704040527 Fitness changed from -0.1617511510848999 to -0.19891750812530518 Iteration 4 complete. Error: -0.19891750812530518 Total: 6.5747; Orientation: 0.8633; Line Search: 3.8406 Iteration 4 ![Iteration 4](etc/9eccad6c-8923-4572-a175-02d0f234c6d9.jpg) Adding measurement 64af09ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.878e+03, gradient 5.446e-05, dot -0.810; [f5f397e9-c42c-45d7-b157-d4bc59ddb442 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.031813979148864746, -0.0954139232635498, -0.1617511510848999, -0.19891750812530518 LBFGS Accumulation History: 3 points Removed measurement 3964ed5 to history. Total: 4 th(0)=-0.19891750812530518;dx=-2.966179405182098E-9 Armijo: th(1.6843397559414053E8)=-0.14777004718780518; dx=-7.604671477386136E-10 evalInputDelta=-0.0511474609375 New Minimum: -0.19891750812530518 > -0.21620872616767883 END: th(8.421698779707026E7)=-0.21620872616767883; dx=-1.3607094167751308E-9 evalInputDelta=0.017291218042373657 Fitness changed from -0.19891750812530518 to -0.21620872616767883 Iteration 5 complete. Error: -0.21620872616767883 Total: 8.5001; Orientation: 0.8719; Line Search: 5.7644 Iteration 5 ![Iteration 5](etc/73698293-ed60-4448-bc0c-98844cbe8661.jpg) Adding measurement cba83ed to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.091e+04, gradient 4.890e-05, dot -0.798; [f5f397e9-c42c-45d7-b157-d4bc59ddb442 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.0954139232635498, -0.1617511510848999, -0.19891750812530518, -0.21620872616767883 LBFGS Accumulation History: 3 points Removed measurement 568decdc to history. Total: 4 th(0)=-0.21620872616767883;dx=-2.3912322856106284E-9 Armijo: th(1.8144000000000003E8)=-0.1554250717163086; dx=-7.32425708629513E-10 evalInputDelta=-0.06078365445137024 New Minimum: -0.21620872616767883 > -0.2245682179927826 END: th(9.072000000000001E7)=-0.2245682179927826; dx=-1.167205671705129E-9 evalInputDelta=0.00835949182510376 Fitness changed from -0.21620872616767883 to -0.2245682179927826 Iteration 6 complete. Error: -0.2245682179927826 Total: 8.5932; Orientation: 0.8781; Line Search: 5.8389 Final threshold in iteration 7: -0.2245682179927826 (> -Infinity) after 62.058s (< 720.000s)