Reset training subject: 1930972495920 Reset training subject: 1932369144536 Adding measurement 146c5463 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=32.98892036592588;dx=-0.005125102434027751 New Minimum: 32.98892036592588 > 32.9778825417161 WOLFE (weak): th(2.154434690031884)=32.9778825417161; dx=-0.005122568680310094 evalInputDelta=0.011037824209779501 New Minimum: 32.9778825417161 > 32.96684611681849 WOLFE (weak): th(4.308869380063768)=32.96684611681849; dx=-0.005122354046776467 evalInputDelta=0.022074249107390642 New Minimum: 32.96684611681849 > 32.923143356107175 WOLFE (weak): th(12.926608140191302)=32.923143356107175; dx=-0.005113651909608608 evalInputDelta=0.06577700981870294 New Minimum: 32.923143356107175 > 32.72464380413294 WOLFE (weak): th(51.70643256076521)=32.72464380413294; dx=-0.005061948050139393 evalInputDelta=0.2642765617929399 New Minimum: 32.72464380413294 > 31.71752834226936 WOLFE (weak): th(258.53216280382605)=31.71752834226936; dx=-0.004915619782515112 evalInputDelta=1.2713920236565173 New Minimum: 31.71752834226936 > 27.26048848964274 END: th(1551.1929768229563)=27.26048848964274; dx=-0.002455968652736792 evalInputDelta=5.728431876283139 Fitness changed from 32.98892036592588 to 27.26048848964274 Iteration 1 complete. Error: 27.26048848964274 Total: 13.6062; Orientation: 0.0035; Line Search: 8.9534 Iteration 1 ![Iteration 1](etc/88652e67-93fb-4dd6-814f-d66f4781c85e.jpg) Adding measurement 76460f85 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=27.26048848964274;dx=-0.0015577971137451067 New Minimum: 27.26048848964274 > 23.67448614910245 END: th(3341.943960201201)=23.67448614910245; dx=-7.070270650906591E-4 evalInputDelta=3.58600234054029 Fitness changed from 27.26048848964274 to 23.67448614910245 Iteration 2 complete. Error: 23.67448614910245 Total: 3.7160; Orientation: 0.0035; Line Search: 2.4395 Iteration 2 ![Iteration 2](etc/058e1432-a824-402a-b84c-b9eb7a931aec.jpg) Adding measurement 23880a09 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=23.67448614910245;dx=-4.721023468475164E-4 New Minimum: 23.67448614910245 > 21.20136359333992 END: th(7200.000000000001)=21.20136359333992; dx=-2.442342917014922E-4 evalInputDelta=2.4731225557625294 Fitness changed from 23.67448614910245 to 21.20136359333992 Iteration 3 complete. Error: 21.20136359333992 Total: 3.8426; Orientation: 0.0034; Line Search: 2.5766 Iteration 3 ![Iteration 3](etc/cec0128e-c1c9-41fa-841d-08ece5714d03.jpg) Adding measurement 1ccb8233 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.174e+02, gradient 1.409e-02, dot -0.912; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.20136359333992, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 1ccb8233 to history. Total: 3 th(0)=21.20136359333992;dx=-1.984881804613825E-4 New Minimum: 21.20136359333992 > 19.054775465279818 END: th(15511.929768229566)=19.054775465279818; dx=-9.37259610843027E-5 evalInputDelta=2.1465881280601025 Fitness changed from 21.20136359333992 to 19.054775465279818 Iteration 4 complete. Error: 19.054775465279818 Total: 3.9715; Orientation: 0.0743; Line Search: 2.5710 Iteration 4 ![Iteration 4](etc/a23a6773-4efc-419b-b8d9-3fd54b4da596.jpg) Adding measurement 5afe5793 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.162e+02, gradient 9.895e-03, dot -0.802; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.054775465279818, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 5afe5793 to history. Total: 3 th(0)=19.054775465279818;dx=-9.792021067552483E-5 New Minimum: 19.054775465279818 > 17.09969298914075 END: th(33419.43960201202)=17.09969298914075; dx=-3.631854911035995E-5 evalInputDelta=1.9550824761390686 Fitness changed from 19.054775465279818 to 17.09969298914075 Iteration 5 complete. Error: 17.09969298914075 Total: 3.9916; Orientation: 0.0746; Line Search: 2.6099 Iteration 5 ![Iteration 5](etc/45766630-c716-41fa-a530-4e3e7822b6c2.jpg) Adding measurement 26f7075e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.326e+02, gradient 7.742e-03, dot -0.649; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.09969298914075, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 26f7075e to history. Total: 3 th(0)=17.09969298914075;dx=-5.993915526404356E-5 New Minimum: 17.09969298914075 > 15.216172240674496 END: th(72000.00000000003)=15.216172240674496; dx=-1.226134023701308E-5 evalInputDelta=1.8835207484662533 Fitness changed from 17.09969298914075 to 15.216172240674496 Iteration 6 complete. Error: 15.216172240674496 Total: 3.9643; Orientation: 0.1320; Line Search: 2.5274 Adding measurement 5d39bc20 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.497e+02, gradient 6.870e-03, dot -0.464; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.216172240674496, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 5d39bc20 to history. Total: 3 th(0)=15.216172240674496;dx=-4.719259801080976E-5 New Minimum: 15.216172240674496 > 13.305667037144303 END: th(155119.2976822957)=13.305667037144303; dx=-4.194381660421163E-6 evalInputDelta=1.9105052035301924 Fitness changed from 15.216172240674496 to 13.305667037144303 Iteration 7 complete. Error: 13.305667037144303 Total: 3.8528; Orientation: 0.0746; Line Search: 2.5299 Adding measurement 560734d8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.350e+02, gradient 6.435e-03, dot -0.370; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.305667037144303, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 560734d8 to history. Total: 3 th(0)=13.305667037144303;dx=-4.141040743106175E-5 New Minimum: 13.305667037144303 > 10.650908939540386 END: th(334194.39602012024)=10.650908939540386; dx=-1.9374360010631454E-6 evalInputDelta=2.654758097603917 Fitness changed from 13.305667037144303 to 10.650908939540386 Iteration 8 complete. Error: 10.650908939540386 Total: 5.5395; Orientation: 0.0741; Line Search: 4.2280 Adding measurement 6d78ebf2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.329e+02, gradient 4.958e-03, dot -0.296; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.650908939540386, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 6d78ebf2 to history. Total: 3 th(0)=10.650908939540386;dx=-2.4580200844006985E-5 New Minimum: 10.650908939540386 > 7.223209850490093 WOLF (strong): th(720000.0000000003)=7.223209850490093; dx=1.1949760394109698E-7 evalInputDelta=3.427699089050293 END: th(360000.0000000002)=7.546474426984787; dx=-2.1133701020471032E-6 evalInputDelta=3.104434512555599 Fitness changed from 10.650908939540386 to 7.223209850490093 Iteration 9 complete. Error: 7.223209850490093 Total: 5.2931; Orientation: 0.0767; Line Search: 3.9255 Adding measurement 661c8685 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.308e+02, gradient 2.884e-03, dot -0.203; [6211d2f7-88b2-4804-91fa-67c21092b30c = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.223209850490093, 23.67448614910245, 27.26048848964274, 32.98892036592588 LBFGS Accumulation History: 3 points Removed measurement 661c8685 to history. Total: 3 th(0)=7.223209850490093;dx=-8.316779519236574E-6 New Minimum: 7.223209850490093 > 5.010092280805111 END: th(775596.4884114786)=5.010092280805111; dx=-1.9115103520035718E-7 evalInputDelta=2.2131175696849823 Fitness changed from 7.223209850490093 to 5.010092280805111 Iteration 10 complete. Error: 5.010092280805111 Total: 4.0356; Orientation: 0.1376; Line Search: 2.5696 Iteration 10 ![Iteration 10](etc/0e1cb354-3a92-4e43-8888-5c4f8753f34c.jpg) Final threshold in iteration 11: 5.010092280805111 (> -Infinity) after 51.826s (< 3600.000s)