Reset training subject: 11745253402475 Reset training subject: 11760465934664 Adding measurement 2f27372e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.8902213126420975;dx=-4.4979650940301897E-7 New Minimum: 7.8902213126420975 > 7.890221193432808 WOLFE (weak): th(2.154434690031884)=7.890221193432808; dx=-4.494002604698395E-7 evalInputDelta=1.1920928955078125E-7 New Minimum: 7.890221193432808 > 7.890220209956169 WOLFE (weak): th(4.308869380063768)=7.890220209956169; dx=-4.4940036160255645E-7 evalInputDelta=1.1026859283447266E-6 New Minimum: 7.890220209956169 > 7.8902145847678185 WOLFE (weak): th(12.926608140191302)=7.8902145847678185; dx=-4.4939919023687045E-7 evalInputDelta=6.727874279022217E-6 New Minimum: 7.8902145847678185 > 7.8901922181248665 WOLFE (weak): th(51.70643256076521)=7.8901922181248665; dx=-4.494021146990647E-7 evalInputDelta=2.909451723098755E-5 New Minimum: 7.8901922181248665 > 7.890076093375683 WOLFE (weak): th(258.53216280382605)=7.890076093375683; dx=-4.4938884788342474E-7 evalInputDelta=1.4521926641464233E-4 New Minimum: 7.890076093375683 > 7.889350943267345 WOLFE (weak): th(1551.1929768229563)=7.889350943267345; dx=-4.4926197726401743E-7 evalInputDelta=8.703693747520447E-4 New Minimum: 7.889350943267345 > 7.884132198989391 WOLFE (weak): th(10858.350837760694)=7.884132198989391; dx=-4.487448578508159E-7 evalInputDelta=0.006089113652706146 New Minimum: 7.884132198989391 > 7.841717883944511 WOLFE (weak): th(86866.80670208555)=7.841717883944511; dx=-4.442787614710468E-7 evalInputDelta=0.04850342869758606 New Minimum: 7.841717883944511 > 7.475222639739513 END: th(781801.26031877)=7.475222639739513; dx=-3.942991029703862E-7 evalInputDelta=0.4149986729025841 Fitness changed from 7.8902213126420975 to 7.475222639739513 Iteration 1 complete. Error: 7.475222639739513 Total: 190.7062; Orientation: 0.0691; Line Search: 146.7245 Iteration 1 ![Iteration 1](etc/73076842-816f-4a0d-9d67-260becb16f08.jpg) Adding measurement 1935f74b to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.475222639739513;dx=-3.6689571035683046E-7 New Minimum: 7.475222639739513 > 6.790623053908348 END: th(1684339.7559414052)=6.790623053908348; dx=-2.809742013055958E-7 evalInputDelta=0.6845995858311653 Fitness changed from 7.475222639739513 to 6.790623053908348 Iteration 2 complete. Error: 6.790623053908348 Total: 45.2967; Orientation: 0.0694; Line Search: 28.8570 Iteration 2 ![Iteration 2](etc/c2591cfa-af14-47d4-9bd8-398505b47ae9.jpg) Adding measurement 5ca09554 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.790623053908348;dx=-2.6128948131211836E-7 New Minimum: 6.790623053908348 > 5.808658540248871 END: th(3628800.0)=5.808658540248871; dx=-1.8397194843100697E-7 evalInputDelta=0.9819645136594772 Fitness changed from 6.790623053908348 to 5.808658540248871 Iteration 3 complete. Error: 5.808658540248871 Total: 45.0252; Orientation: 0.0686; Line Search: 30.5605 Iteration 3 ![Iteration 3](etc/63eeaa64-b160-4bb9-8c09-e5b8e6b7230d.jpg) Adding measurement 7ef41d02 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.969e+03, gradient 4.296e-04, dot -0.876; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.808658540248871, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 7ef41d02 to history. Total: 3 th(0)=5.808658540248871;dx=-1.845707421224418E-7 New Minimum: 5.808658540248871 > 4.500148206949234 END: th(7818012.6031877)=4.500148206949234; dx=-1.0655938504138074E-7 evalInputDelta=1.3085103332996368 Fitness changed from 5.808658540248871 to 4.500148206949234 Iteration 4 complete. Error: 4.500148206949234 Total: 46.9937; Orientation: 1.6113; Line Search: 29.9929 Iteration 4 ![Iteration 4](etc/b5dc499d-44e9-461e-b734-d65636606a27.jpg) Adding measurement 7861077d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.143e+03, gradient 3.423e-04, dot -0.762; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.500148206949234, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 7861077d to history. Total: 3 th(0)=4.500148206949234;dx=-1.1714967452107027E-7 New Minimum: 4.500148206949234 > 3.0241877362132072 END: th(1.684339755941405E7)=3.0241877362132072; dx=-4.751469854428181E-8 evalInputDelta=1.4759604707360268 Fitness changed from 4.500148206949234 to 3.0241877362132072 Iteration 5 complete. Error: 3.0241877362132072 Total: 45.6085; Orientation: 1.6492; Line Search: 28.8906 Iteration 5 ![Iteration 5](etc/a742e50f-ab5d-44bb-ab34-25415e1a6712.jpg) Adding measurement 6e8fa18b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.972e+03, gradient 2.788e-04, dot -0.563; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.0241877362132072, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 6e8fa18b to history. Total: 3 th(0)=3.0241877362132072;dx=-7.77330405493967E-8 New Minimum: 3.0241877362132072 > 1.9139010161161423 END: th(3.6288E7)=1.9139010161161423; dx=-7.068660647584608E-10 evalInputDelta=1.110286720097065 Fitness changed from 3.0241877362132072 to 1.9139010161161423 Iteration 6 complete. Error: 1.9139010161161423 Total: 44.0756; Orientation: 1.6015; Line Search: 28.1350 Adding measurement 358805b8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.549e+03, gradient 3.153e-04, dot -0.295; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9139010161161423, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 358805b8 to history. Total: 3 th(0)=1.9139010161161423;dx=-9.941127242910763E-8 Armijo: th(7.8180126031877E7)=4.507543295621872; dx=6.051820764504763E-8 evalInputDelta=-2.5936422795057297 New Minimum: 1.9139010161161423 > 1.7573752999305725 WOLF (strong): th(3.90900630159385E7)=1.7573752999305725; dx=3.671325787160151E-8 evalInputDelta=0.15652571618556976 New Minimum: 1.7573752999305725 > 1.2791260331869125 END: th(1.3030021005312832E7)=1.2791260331869125; dx=-1.7467349586606893E-8 evalInputDelta=0.6347749829292297 Fitness changed from 1.9139010161161423 to 1.2791260331869125 Iteration 7 complete. Error: 1.2791260331869125 Total: 73.7316; Orientation: 1.5961; Line Search: 58.5355 Adding measurement 638b5352 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.114e+03, gradient 2.019e-04, dot -0.385; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2791260331869125, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 638b5352 to history. Total: 3 th(0)=1.2791260331869125;dx=-4.076899172106079E-8 New Minimum: 1.2791260331869125 > 1.0324618071317673 WOLF (strong): th(2.807232926569009E7)=1.0324618071317673; dx=1.2187212148944095E-8 evalInputDelta=0.24666422605514526 New Minimum: 1.0324618071317673 > 0.9165141209959984 END: th(1.4036164632845044E7)=0.9165141209959984; dx=-8.907371650358254E-9 evalInputDelta=0.36261191219091415 Fitness changed from 1.2791260331869125 to 0.9165141209959984 Iteration 8 complete. Error: 0.9165141209959984 Total: 61.2611; Orientation: 1.8434; Line Search: 44.6645 Adding measurement 2866ad85 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.267e+03, gradient 2.031e-04, dot -0.362; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9165141209959984, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 2866ad85 to history. Total: 3 th(0)=0.9165141209959984;dx=-4.124141050864263E-8 New Minimum: 0.9165141209959984 > 0.605930432677269 WOLF (strong): th(3.0240000000000004E7)=0.605930432677269; dx=1.49538086473454E-9 evalInputDelta=0.3105836883187294 END: th(1.5120000000000002E7)=0.6803319156169891; dx=-1.0927147611863636E-8 evalInputDelta=0.23618220537900925 Fitness changed from 0.9165141209959984 to 0.605930432677269 Iteration 9 complete. Error: 0.605930432677269 Total: 60.3348; Orientation: 1.5942; Line Search: 43.3866 Adding measurement 1393c6a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.187e+03, gradient 1.889e-04, dot -0.300; [a00d2fa9-c2ba-43c4-b0b6-0c7334d01a66 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.605930432677269, 6.790623053908348, 7.475222639739513, 7.8902213126420975 LBFGS Accumulation History: 3 points Removed measurement 1393c6a6 to history. Total: 3 th(0)=0.605930432677269;dx=-3.56728204573542E-8 New Minimum: 0.605930432677269 > 0.3317069411277771 WOLF (strong): th(3.2575052513282087E7)=0.3317069411277771; dx=5.644845827807852E-9 evalInputDelta=0.2742234915494919 New Minimum: 0.3317069411277771 > 0.2942987084388733 END: th(1.6287526256641043E7)=0.2942987084388733; dx=-6.378185751461519E-9 evalInputDelta=0.3116317242383957 Fitness changed from 0.605930432677269 to 0.2942987084388733 Iteration 10 complete. Error: 0.2942987084388733 Total: 61.2161; Orientation: 1.5890; Line Search: 45.4497 Iteration 10 ![Iteration 10](etc/f2a3e76e-a24f-467e-b54a-b9f816d89c6d.jpg) Final threshold in iteration 11: 0.2942987084388733 (> -Infinity) after 674.548s (< 3600.000s)