Reset training subject: 1318789736350 Reset training subject: 1322573465477 Adding measurement 2c03b8b3 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.687524676322937;dx=-3.060927969308417E-7 New Minimum: 12.687524676322937 > 12.687523499131203 WOLFE (weak): th(2.154434690031884)=12.687523499131203; dx=-3.042853114726338E-7 evalInputDelta=1.1771917343139648E-6 New Minimum: 12.687523499131203 > 12.687522038817406 WOLFE (weak): th(4.308869380063768)=12.687522038817406; dx=-3.0506937935005896E-7 evalInputDelta=2.637505531311035E-6 New Minimum: 12.687522038817406 > 12.687516152858734 WOLFE (weak): th(12.926608140191302)=12.687516152858734; dx=-3.0504054583449977E-7 evalInputDelta=8.52346420288086E-6 New Minimum: 12.687516152858734 > 12.687490195035934 WOLFE (weak): th(51.70643256076521)=12.687490195035934; dx=-3.051784426517259E-7 evalInputDelta=3.4481287002563477E-5 New Minimum: 12.687490195035934 > 12.687351882457733 WOLFE (weak): th(258.53216280382605)=12.687351882457733; dx=-3.0509935923809504E-7 evalInputDelta=1.7279386520385742E-4 New Minimum: 12.687351882457733 > 12.686488389968872 WOLFE (weak): th(1551.1929768229563)=12.686488389968872; dx=-3.050353692384691E-7 evalInputDelta=0.0010362863540649414 New Minimum: 12.686488389968872 > 12.680271968245506 WOLFE (weak): th(10858.350837760694)=12.680271968245506; dx=-3.0507055024413824E-7 evalInputDelta=0.007252708077430725 New Minimum: 12.680271968245506 > 12.629609897732735 WOLFE (weak): th(86866.80670208555)=12.629609897732735; dx=-3.035122358663694E-7 evalInputDelta=0.05791477859020233 New Minimum: 12.629609897732735 > 12.179231435060501 WOLFE (weak): th(781801.26031877)=12.179231435060501; dx=-2.8540690041193943E-7 evalInputDelta=0.5082932412624359 New Minimum: 12.179231435060501 > 9.748707368969917 END: th(7818012.6031877)=9.748707368969917; dx=-8.550680935066997E-8 evalInputDelta=2.9388173073530197 Fitness changed from 12.687524676322937 to 9.748707368969917 Iteration 1 complete. Error: 9.748707368969917 Total: 54.2663; Orientation: 0.0132; Line Search: 42.6436 Iteration 1 ![Iteration 1](etc/5008db86-0e49-42eb-bec7-e8dc0c2ca124.jpg) Adding measurement 6b669070 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.748707368969917;dx=-1.9699164904026918E-7 New Minimum: 9.748707368969917 > 7.6131851375103 END: th(1.684339755941405E7)=7.6131851375103; dx=-1.557992246117768E-8 evalInputDelta=2.1355222314596176 Fitness changed from 9.748707368969917 to 7.6131851375103 Iteration 2 complete. Error: 7.6131851375103 Total: 11.5101; Orientation: 0.0130; Line Search: 7.8125 Iteration 2 ![Iteration 2](etc/5bc15581-b9ad-4992-a4e2-5721a32cd82f.jpg) Adding measurement 21a3818b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.6131851375103;dx=-1.9179674195690852E-7 New Minimum: 7.6131851375103 > 6.890932634472847 WOLF (strong): th(3.6288E7)=6.890932634472847; dx=1.9545876943385104E-8 evalInputDelta=0.7222525030374527 New Minimum: 6.890932634472847 > 5.882291615009308 WOLF (strong): th(1.8144E7)=5.882291615009308; dx=1.2373849208787985E-8 evalInputDelta=1.7308935225009918 END: th(6048000.0)=6.124299019575119; dx=-6.955661294227635E-8 evalInputDelta=1.4888861179351807 Fitness changed from 7.6131851375103 to 5.882291615009308 Iteration 3 complete. Error: 5.882291615009308 Total: 18.6164; Orientation: 0.0132; Line Search: 14.8469 Iteration 3 ![Iteration 3](etc/19428372-65b1-4c2f-823a-9ea2bdd67711.jpg) Adding measurement 2d1337ce to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.770e+03, gradient 3.484e-04, dot -0.477; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.882291615009308, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 2d1337ce to history. Total: 3 th(0)=5.882291615009308;dx=-1.2106664563327234E-7 New Minimum: 5.882291615009308 > 4.3782880157232285 END: th(1.3030021005312834E7)=4.3782880157232285; dx=-2.217497764241743E-8 evalInputDelta=1.5040035992860794 Fitness changed from 5.882291615009308 to 4.3782880157232285 Iteration 4 complete. Error: 4.3782880157232285 Total: 12.5555; Orientation: 0.3538; Line Search: 7.9105 Iteration 4 ![Iteration 4](etc/132473b8-0972-4470-8d66-f4e9e6457946.jpg) Adding measurement 5bb359f3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.070e+03, gradient 2.333e-04, dot -0.526; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.3782880157232285, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 5bb359f3 to history. Total: 3 th(0)=4.3782880157232285;dx=-5.416806784592807E-8 New Minimum: 4.3782880157232285 > 3.4926851391792297 WOLF (strong): th(2.8072329265690092E7)=3.4926851391792297; dx=4.213530731038678E-9 evalInputDelta=0.8856028765439987 END: th(1.4036164632845046E7)=3.5193757116794586; dx=-1.743335318256445E-8 evalInputDelta=0.8589123040437698 Fitness changed from 4.3782880157232285 to 3.4926851391792297 Iteration 5 complete. Error: 3.4926851391792297 Total: 15.9000; Orientation: 0.3484; Line Search: 11.6033 Iteration 5 ![Iteration 5](etc/44a97471-3bc6-4224-9666-020dd87fe4cd.jpg) Adding measurement 2b6d8ac8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.700e+03, gradient 2.919e-04, dot -0.407; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.4926851391792297, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 2b6d8ac8 to history. Total: 3 th(0)=3.4926851391792297;dx=-8.505845289439297E-8 New Minimum: 3.4926851391792297 > 3.3646820038557053 WOLF (strong): th(3.0240000000000007E7)=3.3646820038557053; dx=2.1820059113958127E-8 evalInputDelta=0.12800313532352448 New Minimum: 3.3646820038557053 > 2.760697975754738 WOLF (strong): th(1.5120000000000004E7)=2.760697975754738; dx=3.7142683365538484E-9 evalInputDelta=0.7319871634244919 END: th(5040000.000000001)=2.9668248891830444; dx=-4.400942540814034E-8 evalInputDelta=0.5258602499961853 Fitness changed from 3.4926851391792297 to 2.760697975754738 Iteration 6 complete. Error: 2.760697975754738 Total: 19.9981; Orientation: 0.3211; Line Search: 15.7388 Adding measurement 5133c006 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.848e+03, gradient 2.022e-04, dot -0.454; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.760697975754738, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 5133c006 to history. Total: 3 th(0)=2.760697975754738;dx=-4.0769761094177114E-8 New Minimum: 2.760697975754738 > 2.229920655488968 END: th(1.0858350837760696E7)=2.229920655488968; dx=-1.6001430764335708E-8 evalInputDelta=0.53077732026577 Fitness changed from 2.760697975754738 to 2.229920655488968 Iteration 7 complete. Error: 2.229920655488968 Total: 12.0879; Orientation: 0.3190; Line Search: 7.8153 Adding measurement af549df to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.873e+03, gradient 1.585e-04, dot -0.537; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.229920655488968, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement af549df to history. Total: 3 th(0)=2.229920655488968;dx=-2.5085964236871065E-8 New Minimum: 2.229920655488968 > 1.86631740629673 END: th(2.339360772140841E7)=1.86631740629673; dx=-2.8937805242625876E-9 evalInputDelta=0.36360324919223785 Fitness changed from 2.229920655488968 to 1.86631740629673 Iteration 8 complete. Error: 1.86631740629673 Total: 12.0963; Orientation: 0.3259; Line Search: 8.1392 Adding measurement 3bd5aa19 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.842e+03, gradient 1.792e-04, dot -0.450; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.86631740629673, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 3bd5aa19 to history. Total: 3 th(0)=1.86631740629673;dx=-3.2041353411785596E-8 Armijo: th(5.0400000000000015E7)=2.390956684947014; dx=1.1014940406263394E-8 evalInputDelta=-0.5246392786502838 New Minimum: 1.86631740629673 > 1.7037021070718765 WOLF (strong): th(2.5200000000000007E7)=1.7037021070718765; dx=8.377925513914809E-9 evalInputDelta=0.16261529922485352 New Minimum: 1.7037021070718765 > 1.5710829049348831 END: th(8400000.000000002)=1.5710829049348831; dx=-1.225638226953493E-8 evalInputDelta=0.2952345013618469 Fitness changed from 1.86631740629673 to 1.5710829049348831 Iteration 9 complete. Error: 1.5710829049348831 Total: 19.1945; Orientation: 0.3209; Line Search: 15.2309 Adding measurement 6e1fd0f9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.007e+04, gradient 1.356e-04, dot -0.542; [1a09c090-e4ff-4871-b3bb-dd186d187934 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5710829049348831, 7.6131851375103, 9.748707368969917, 12.687524676322937 LBFGS Accumulation History: 3 points Removed measurement 6e1fd0f9 to history. Total: 3 th(0)=1.5710829049348831;dx=-1.8363129378747042E-8 New Minimum: 1.5710829049348831 > 1.3724326640367508 END: th(1.8097251396267828E7)=1.3724326640367508; dx=-2.7107208926589997E-9 evalInputDelta=0.19865024089813232 Fitness changed from 1.5710829049348831 to 1.3724326640367508 Iteration 10 complete. Error: 1.3724326640367508 Total: 11.8595; Orientation: 0.3535; Line Search: 7.6338 Iteration 10 ![Iteration 10](etc/0555240c-523e-4d30-9fd8-14ecc7678c86.jpg) Final threshold in iteration 11: 1.3724326640367508 (> -Infinity) after 188.733s (< 3600.000s)