Reset training subject: 1915193766994 Reset training subject: 1917688770506 Adding measurement 312cb5db to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.15046201646328;dx=-9.667665214302845E-7 New Minimum: 10.15046201646328 > 10.15045927464962 WOLFE (weak): th(2.154434690031884)=10.15045927464962; dx=-9.562431275056993E-7 evalInputDelta=2.7418136596679688E-6 New Minimum: 10.15045927464962 > 10.150456368923187 WOLFE (weak): th(4.308869380063768)=10.150456368923187; dx=-9.568646610367957E-7 evalInputDelta=5.647540092468262E-6 New Minimum: 10.150456368923187 > 10.150444939732552 WOLFE (weak): th(12.926608140191302)=10.150444939732552; dx=-9.566295187705014E-7 evalInputDelta=1.7076730728149414E-5 New Minimum: 10.150444939732552 > 10.150393962860107 WOLFE (weak): th(51.70643256076521)=10.150393962860107; dx=-9.564623814434718E-7 evalInputDelta=6.805360317230225E-5 New Minimum: 10.150393962860107 > 10.150120854377747 WOLFE (weak): th(258.53216280382605)=10.150120854377747; dx=-9.56861570784924E-7 evalInputDelta=3.411620855331421E-4 New Minimum: 10.150120854377747 > 10.148415461182594 WOLFE (weak): th(1551.1929768229563)=10.148415461182594; dx=-9.56424127839292E-7 evalInputDelta=0.002046555280685425 New Minimum: 10.148415461182594 > 10.136138275265694 WOLFE (weak): th(10858.350837760694)=10.136138275265694; dx=-9.563461817394773E-7 evalInputDelta=0.01432374119758606 New Minimum: 10.136138275265694 > 10.036234229803085 WOLFE (weak): th(86866.80670208555)=10.036234229803085; dx=-9.430451285020495E-7 evalInputDelta=0.1142277866601944 New Minimum: 10.036234229803085 > 9.168600529432297 END: th(781801.26031877)=9.168600529432297; dx=-8.481383524734381E-7 evalInputDelta=0.981861487030983 Fitness changed from 10.15046201646328 to 9.168600529432297 Iteration 1 complete. Error: 9.168600529432297 Total: 32.6336; Orientation: 0.0094; Line Search: 25.2995 Iteration 1 ![Iteration 1](etc/5cb96032-2bb7-41fe-affe-5b80ba38c7d1.jpg) Adding measurement 78ebbd90 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.168600529432297;dx=-8.203583631310539E-7 New Minimum: 9.168600529432297 > 7.538538292050362 END: th(1684339.7559414052)=7.538538292050362; dx=-5.931832978764816E-7 evalInputDelta=1.6300622373819351 Fitness changed from 9.168600529432297 to 7.538538292050362 Iteration 2 complete. Error: 7.538538292050362 Total: 8.0775; Orientation: 0.0092; Line Search: 5.6803 Iteration 2 ![Iteration 2](etc/1a2e1ccd-903c-45c0-b6a4-f65681c7cb0d.jpg) Adding measurement 7a616266 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.538538292050362;dx=-5.587461895998292E-7 New Minimum: 7.538538292050362 > 5.488660708069801 END: th(3628800.0)=5.488660708069801; dx=-3.068112156880154E-7 evalInputDelta=2.0498775839805603 Fitness changed from 7.538538292050362 to 5.488660708069801 Iteration 3 complete. Error: 5.488660708069801 Total: 7.7841; Orientation: 0.0091; Line Search: 5.0974 Iteration 3 ![Iteration 3](etc/5b7e84d9-1cb8-42cf-bd4c-fb8a665aac8b.jpg) Adding measurement 6a27a6d9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.947e+03, gradient 5.722e-04, dot -0.745; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.488660708069801, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 6a27a6d9 to history. Total: 3 th(0)=5.488660708069801;dx=-3.2534875915955103E-7 New Minimum: 5.488660708069801 > 3.520108848810196 END: th(7818012.6031877)=3.520108848810196; dx=-1.19976417814835E-7 evalInputDelta=1.9685518592596054 Fitness changed from 5.488660708069801 to 3.520108848810196 Iteration 4 complete. Error: 3.520108848810196 Total: 7.8180; Orientation: 0.2647; Line Search: 4.9690 Iteration 4 ![Iteration 4](etc/a6041e56-fe7e-446f-9f6b-57676047c7ba.jpg) Adding measurement 41974d5e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.960e+03, gradient 4.488e-04, dot -0.550; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.520108848810196, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 41974d5e to history. Total: 3 th(0)=3.520108848810196;dx=-2.0084276962248595E-7 New Minimum: 3.520108848810196 > 2.0018261671066284 END: th(1.684339755941405E7)=2.0018261671066284; dx=-2.7147050981705555E-8 evalInputDelta=1.5182826817035675 Fitness changed from 3.520108848810196 to 2.0018261671066284 Iteration 5 complete. Error: 2.0018261671066284 Total: 7.5649; Orientation: 0.2173; Line Search: 4.8422 Iteration 5 ![Iteration 5](etc/6930a991-01ac-4dad-897c-dd5af119086a.jpg) Adding measurement 31ac0572 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.501e+03, gradient 3.607e-04, dot -0.396; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0018261671066284, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 31ac0572 to history. Total: 3 th(0)=2.0018261671066284;dx=-1.2890594650871885E-7 New Minimum: 2.0018261671066284 > 1.5001594126224518 WOLF (strong): th(3.6288E7)=1.5001594126224518; dx=2.9329619822771865E-8 evalInputDelta=0.5016667544841766 New Minimum: 1.5001594126224518 > 0.8450566679239273 WOLF (strong): th(1.8144E7)=0.8450566679239273; dx=4.4180057378122355E-10 evalInputDelta=1.156769499182701 END: th(6048000.0)=1.2187123745679855; dx=-7.214509787045539E-8 evalInputDelta=0.7831137925386429 Fitness changed from 2.0018261671066284 to 0.8450566679239273 Iteration 6 complete. Error: 0.8450566679239273 Total: 13.7430; Orientation: 0.2165; Line Search: 11.1922 Adding measurement 7ec49bba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.406e+03, gradient 3.566e-04, dot -0.323; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8450566679239273, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 7ec49bba to history. Total: 3 th(0)=0.8450566679239273;dx=-1.2679752892528802E-7 New Minimum: 0.8450566679239273 > 0.21843531727790833 WOLF (strong): th(1.3030021005312834E7)=0.21843531727790833; dx=1.2690349758974411E-8 evalInputDelta=0.626621350646019 END: th(6515010.502656417)=0.2565747946500778; dx=-3.19684705098966E-8 evalInputDelta=0.5884818732738495 Fitness changed from 0.8450566679239273 to 0.21843531727790833 Iteration 7 complete. Error: 0.21843531727790833 Total: 10.2017; Orientation: 0.2342; Line Search: 7.5566 Adding measurement 6e9613f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.378e+03, gradient 3.128e-04, dot -0.329; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.21843531727790833, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 6e9613f2 to history. Total: 3 th(0)=0.21843531727790833;dx=-9.752721333229439E-8 New Minimum: 0.21843531727790833 > -0.10585466027259827 WOLF (strong): th(1.4036164632845046E7)=-0.10585466027259827; dx=4.553654884260373E-8 evalInputDelta=0.3242899775505066 New Minimum: -0.10585466027259827 > -0.2561287432909012 END: th(7018082.316422523)=-0.2561287432909012; dx=-1.53830675543653E-8 evalInputDelta=0.4745640605688095 Fitness changed from 0.21843531727790833 to -0.2561287432909012 Iteration 8 complete. Error: -0.2561287432909012 Total: 10.0667; Orientation: 0.2591; Line Search: 7.3462 Adding measurement 31f225a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.683e+03, gradient 1.981e-04, dot -0.415; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2561287432909012, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 31f225a6 to history. Total: 3 th(0)=-0.2561287432909012;dx=-3.905628978033526E-8 New Minimum: -0.2561287432909012 > -0.5876098573207855 END: th(1.5120000000000004E7)=-0.5876098573207855; dx=-6.377482536971418E-9 evalInputDelta=0.33148111402988434 Fitness changed from -0.2561287432909012 to -0.5876098573207855 Iteration 9 complete. Error: -0.5876098573207855 Total: 7.8411; Orientation: 0.2174; Line Search: 5.1910 Adding measurement 1ade7fea to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.337e+03, gradient 2.065e-04, dot -0.395; [1d5639e1-c17b-4207-a8b4-073f94c7cda1 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5876098573207855, 7.538538292050362, 9.168600529432297, 10.15046201646328 LBFGS Accumulation History: 3 points Removed measurement 1ade7fea to history. Total: 3 th(0)=-0.5876098573207855;dx=-4.233871062245626E-8 Armijo: th(3.257505251328209E7)=-0.11366237699985504; dx=4.0965564552310696E-8 evalInputDelta=-0.4739474803209305 New Minimum: -0.5876098573207855 > -0.7526500672101974 WOLF (strong): th(1.6287526256641045E7)=-0.7526500672101974; dx=1.7101032182389552E-8 evalInputDelta=0.16504020988941193 New Minimum: -0.7526500672101974 > -0.7873850464820862 END: th(5429175.418880348)=-0.7873850464820862; dx=-1.8162565415723802E-8 evalInputDelta=0.19977518916130066 Fitness changed from -0.5876098573207855 to -0.7873850464820862 Iteration 10 complete. Error: -0.7873850464820862 Total: 13.5379; Orientation: 0.2167; Line Search: 10.7132 Iteration 10 ![Iteration 10](etc/c13350e9-7dc7-4ee2-acd8-fb1a18cfd843.jpg) Final threshold in iteration 11: -0.7873850464820862 (> -Infinity) after 119.325s (< 3600.000s)