Reset training subject: 3625834336845 Reset training subject: 3633519313420 Adding measurement 8401969 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=6.902224153280258;dx=-2.1384158938061273E-7 New Minimum: 6.902224153280258 > 6.902224093675613 WOLFE (weak): th(2.154434690031884)=6.902224093675613; dx=-2.1139463853847656E-7 evalInputDelta=5.9604644775390625E-8 New Minimum: 6.902224093675613 > 6.902223169803619 WOLFE (weak): th(4.308869380063768)=6.902223169803619; dx=-2.1134268197335735E-7 evalInputDelta=9.834766387939453E-7 New Minimum: 6.902223169803619 > 6.902221232652664 WOLFE (weak): th(12.926608140191302)=6.902221232652664; dx=-2.113196286609607E-7 evalInputDelta=2.9206275939941406E-6 New Minimum: 6.902221232652664 > 6.902212545275688 WOLFE (weak): th(51.70643256076521)=6.902212545275688; dx=-2.1132860357970415E-7 evalInputDelta=1.1608004570007324E-5 New Minimum: 6.902212545275688 > 6.9021662175655365 WOLFE (weak): th(258.53216280382605)=6.9021662175655365; dx=-2.1135631692981389E-7 evalInputDelta=5.793571472167969E-5 New Minimum: 6.9021662175655365 > 6.9018755704164505 WOLFE (weak): th(1551.1929768229563)=6.9018755704164505; dx=-2.1133017905759124E-7 evalInputDelta=3.485828638076782E-4 New Minimum: 6.9018755704164505 > 6.899784758687019 WOLFE (weak): th(10858.350837760694)=6.899784758687019; dx=-2.113127604430028E-7 evalInputDelta=0.0024393945932388306 New Minimum: 6.899784758687019 > 6.8827333599328995 WOLFE (weak): th(86866.80670208555)=6.8827333599328995; dx=-2.1065058988002908E-7 evalInputDelta=0.019490793347358704 New Minimum: 6.8827333599328995 > 6.729238465428352 WOLFE (weak): th(781801.26031877)=6.729238465428352; dx=-2.043371370532601E-7 evalInputDelta=0.17298568785190582 New Minimum: 6.729238465428352 > 5.5350150763988495 END: th(7818012.6031877)=5.5350150763988495; dx=-1.3403816163770236E-7 evalInputDelta=1.3672090768814087 Fitness changed from 6.902224153280258 to 5.5350150763988495 Iteration 1 complete. Error: 5.5350150763988495 Total: 113.4151; Orientation: 0.0353; Line Search: 89.3915 Iteration 1 ![Iteration 1](etc/f74538e9-e9e7-478c-ac3b-5b53e04ce1c5.jpg) Adding measurement 5816499a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.5350150763988495;dx=-1.469327704655076E-7 New Minimum: 5.5350150763988495 > 4.071854799985886 END: th(1.684339755941405E7)=4.071854799985886; dx=-6.487817166117255E-8 evalInputDelta=1.4631602764129639 Fitness changed from 5.5350150763988495 to 4.071854799985886 Iteration 2 complete. Error: 4.071854799985886 Total: 24.7659; Orientation: 0.0362; Line Search: 16.4633 Iteration 2 ![Iteration 2](etc/ae065fb6-6087-412d-a480-46dabf969ec9.jpg) Adding measurement 321f9198 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.071854799985886;dx=-9.6897770392565E-8 New Minimum: 4.071854799985886 > 2.8080162703990936 END: th(3.6288E7)=2.8080162703990936; dx=-2.3388437645577372E-8 evalInputDelta=1.263838529586792 Fitness changed from 4.071854799985886 to 2.8080162703990936 Iteration 3 complete. Error: 2.8080162703990936 Total: 24.4691; Orientation: 0.0361; Line Search: 15.7639 Iteration 3 ![Iteration 3](etc/6edc54cc-53f9-49dd-bf38-2d6042da98a7.jpg) Adding measurement 4fea2715 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.653e+04, gradient 2.700e-04, dot -0.456; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.8080162703990936, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 4fea2715 to history. Total: 3 th(0)=2.8080162703990936;dx=-7.260956923979082E-8 New Minimum: 2.8080162703990936 > 2.194625496864319 END: th(7.8180126031877E7)=2.194625496864319; dx=-4.7760695120742E-9 evalInputDelta=0.6133907735347748 Fitness changed from 2.8080162703990936 to 2.194625496864319 Iteration 4 complete. Error: 2.194625496864319 Total: 26.0846; Orientation: 0.8252; Line Search: 16.5588 Iteration 4 ![Iteration 4](etc/a86cc364-7d62-4ff5-88ba-561363ed0f98.jpg) Adding measurement 5353a246 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.192e+04, gradient 2.333e-04, dot -0.327; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.194625496864319, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 5353a246 to history. Total: 3 th(0)=2.194625496864319;dx=-5.436105925112907E-8 Armijo: th(1.6843397559414053E8)=3.1515717953443527; dx=5.714158581636782E-9 evalInputDelta=-0.9569462984800339 New Minimum: 2.194625496864319 > 1.0879061222076416 END: th(8.421698779707026E7)=1.0879061222076416; dx=-3.186136881752267E-9 evalInputDelta=1.1067193746566772 Fitness changed from 2.194625496864319 to 1.0879061222076416 Iteration 5 complete. Error: 1.0879061222076416 Total: 33.7359; Orientation: 0.8123; Line Search: 24.7223 Iteration 5 ![Iteration 5](etc/3b0bd9e3-48b1-406e-a3b9-fa41f533e2d9.jpg) Adding measurement 79485042 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.054e+03, gradient 1.690e-04, dot -0.294; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.0879061222076416, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 79485042 to history. Total: 3 th(0)=1.0879061222076416;dx=-2.8496522700124076E-8 Armijo: th(1.8144000000000003E8)=1.6012936234474182; dx=3.451780544214472E-9 evalInputDelta=-0.5133875012397766 New Minimum: 1.0879061222076416 > 0.2671143710613251 END: th(9.072000000000001E7)=0.2671143710613251; dx=-3.6400272320784507E-9 evalInputDelta=0.8207917511463165 Fitness changed from 1.0879061222076416 to 0.2671143710613251 Iteration 6 complete. Error: 0.2671143710613251 Total: 33.0179; Orientation: 0.8270; Line Search: 24.2275 Adding measurement 677f08eb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.755e+03, gradient 1.351e-04, dot -0.281; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.2671143710613251, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 677f08eb to history. Total: 3 th(0)=0.2671143710613251;dx=-1.8221346966858684E-8 Armijo: th(1.9545031507969254E8)=0.9312407970428467; dx=2.902999074750981E-9 evalInputDelta=-0.6641264259815216 New Minimum: 0.2671143710613251 > -0.21992293000221252 END: th(9.772515753984627E7)=-0.21992293000221252; dx=-2.4206049504680076E-9 evalInputDelta=0.4870373010635376 Fitness changed from 0.2671143710613251 to -0.21992293000221252 Iteration 7 complete. Error: -0.21992293000221252 Total: 32.6954; Orientation: 0.8119; Line Search: 24.1030 Adding measurement 64bbb7c2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.630e+03, gradient 1.205e-04, dot -0.266; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.21992293000221252, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 64bbb7c2 to history. Total: 3 th(0)=-0.21992293000221252;dx=-1.4462926656352392E-8 Armijo: th(2.1054246949267572E8)=0.746764212846756; dx=2.81316850385746E-9 evalInputDelta=-0.9666871428489685 New Minimum: -0.21992293000221252 > -0.4716090261936188 END: th(1.0527123474633786E8)=-0.4716090261936188; dx=-9.28640440505862E-10 evalInputDelta=0.25168609619140625 Fitness changed from -0.21992293000221252 to -0.4716090261936188 Iteration 8 complete. Error: -0.4716090261936188 Total: 33.5437; Orientation: 0.8090; Line Search: 24.0726 Adding measurement 12d2323c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.728e+03, gradient 1.146e-04, dot -0.252; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4716090261936188, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 12d2323c to history. Total: 3 th(0)=-0.4716090261936188;dx=-1.311902360665768E-8 Armijo: th(2.268000000000001E8)=0.8208191394805908; dx=3.457372964304389E-9 evalInputDelta=-1.2924281656742096 New Minimum: -0.4716090261936188 > -0.5836888551712036 WOLF (strong): th(1.1340000000000004E8)=-0.5836888551712036; dx=2.0977321631457713E-10 evalInputDelta=0.11207982897758484 New Minimum: -0.5836888551712036 > -0.7938335984945297 END: th(3.7800000000000015E7)=-0.7938335984945297; dx=-7.063645504616468E-9 evalInputDelta=0.32222457230091095 Fitness changed from -0.4716090261936188 to -0.7938335984945297 Iteration 9 complete. Error: -0.7938335984945297 Total: 44.5115; Orientation: 0.8664; Line Search: 35.0881 Adding measurement 6340b779 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.138e+03, gradient 8.744e-05, dot -0.285; [a3462a94-a9ee-4f16-a160-10464f3e6e4a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7938335984945297, 4.071854799985886, 5.5350150763988495, 6.902224153280258 LBFGS Accumulation History: 3 points Removed measurement 6340b779 to history. Total: 3 th(0)=-0.7938335984945297;dx=-7.630289441622024E-9 New Minimum: -0.7938335984945297 > -0.9981581717729568 END: th(8.143763128320524E7)=-0.9981581717729568; dx=-2.950485770389732E-9 evalInputDelta=0.20432457327842712 Fitness changed from -0.7938335984945297 to -0.9981581717729568 Iteration 10 complete. Error: -0.9981581717729568 Total: 24.6131; Orientation: 1.0504; Line Search: 15.4344 Iteration 10 ![Iteration 10](etc/f5e969e2-9a38-405b-86d4-367a8967823a.jpg) Final threshold in iteration 11: -0.9981581717729568 (> -Infinity) after 391.083s (< 3600.000s)