Reset training subject: 512861465646 Reset training subject: 514813711271 Adding measurement 1da3e6a4 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=18.775837741792202;dx=-1.9706192870226877E-5 New Minimum: 18.775837741792202 > 18.77572723850608 WOLFE (weak): th(2.154434690031884)=18.77572723850608; dx=-1.978241012136258E-5 evalInputDelta=1.1050328612327576E-4 New Minimum: 18.77572723850608 > 18.775616955012083 WOLFE (weak): th(4.308869380063768)=18.775616955012083; dx=-1.9707942813260778E-5 evalInputDelta=2.2078678011894226E-4 New Minimum: 18.775616955012083 > 18.775174535810947 WOLFE (weak): th(12.926608140191302)=18.775174535810947; dx=-1.9737819753709288E-5 evalInputDelta=6.632059812545776E-4 New Minimum: 18.775174535810947 > 18.773182943463326 WOLFE (weak): th(51.70643256076521)=18.773182943463326; dx=-1.9721815154763164E-5 evalInputDelta=0.0026547983288764954 New Minimum: 18.773182943463326 > 18.762420743703842 WOLFE (weak): th(258.53216280382605)=18.762420743703842; dx=-1.993889611399472E-5 evalInputDelta=0.013416998088359833 New Minimum: 18.762420743703842 > 18.692946054041386 WOLFE (weak): th(1551.1929768229563)=18.692946054041386; dx=-2.065152477334182E-5 evalInputDelta=0.08289168775081635 New Minimum: 18.692946054041386 > 18.15492980182171 END: th(10858.350837760694)=18.15492980182171; dx=-1.4778235773817987E-5 evalInputDelta=0.6209079399704933 Fitness changed from 18.775837741792202 to 18.15492980182171 Iteration 1 complete. Error: 18.15492980182171 Total: 17.7465; Orientation: 0.0417; Line Search: 12.7985 Iteration 1 ![Iteration 1](etc/06641285-a04d-4f97-ad29-71bf710f97ea.jpg) Adding measurement 6a845824 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=18.15492980182171;dx=-2.8995228911273064E-5 New Minimum: 18.15492980182171 > 16.958923496305943 END: th(23393.607721408407)=16.958923496305943; dx=-1.201195143948307E-5 evalInputDelta=1.1960063055157661 Fitness changed from 18.15492980182171 to 16.958923496305943 Iteration 2 complete. Error: 16.958923496305943 Total: 4.7898; Orientation: 0.0053; Line Search: 3.2210 Iteration 2 ![Iteration 2](etc/f41afe90-d81c-45de-90bb-9c9e7735e7c5.jpg) Adding measurement 1d4b6da3 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=16.958923496305943;dx=-2.787822242349841E-5 New Minimum: 16.958923496305943 > 15.751750513911247 END: th(50400.00000000001)=15.751750513911247; dx=-2.923908111345824E-6 evalInputDelta=1.2071729823946953 Fitness changed from 16.958923496305943 to 15.751750513911247 Iteration 3 complete. Error: 15.751750513911247 Total: 4.4094; Orientation: 0.0053; Line Search: 3.0909 Iteration 3 ![Iteration 3](etc/a3b5df49-e66a-427f-b2af-16f3eeac775e.jpg) Adding measurement 25088df1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.632e+03, gradient 8.402e-03, dot -0.259; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.751750513911247, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 25088df1 to history. Total: 3 th(0)=15.751750513911247;dx=-7.003602619627451E-5 New Minimum: 15.751750513911247 > 14.269042134284973 END: th(108583.50837760697)=14.269042134284973; dx=-2.763378055785334E-6 evalInputDelta=1.482708379626274 Fitness changed from 15.751750513911247 to 14.269042134284973 Iteration 4 complete. Error: 14.269042134284973 Total: 4.9398; Orientation: 0.1474; Line Search: 3.3955 Iteration 4 ![Iteration 4](etc/e18facf6-a8a8-4ff3-afbf-299ad11db437.jpg) Adding measurement 5c2209ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.594e+03, gradient 9.132e-03, dot -0.127; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 14.269042134284973, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 5c2209ff to history. Total: 3 th(0)=14.269042134284973;dx=-8.274516773870394E-5 New Minimum: 14.269042134284973 > 11.803292706608772 END: th(233936.07721408413)=11.803292706608772; dx=-2.8612780467372467E-7 evalInputDelta=2.465749427676201 Fitness changed from 14.269042134284973 to 11.803292706608772 Iteration 5 complete. Error: 11.803292706608772 Total: 4.6255; Orientation: 0.0852; Line Search: 2.7851 Iteration 5 ![Iteration 5](etc/20f8afb5-fc8d-47a8-88eb-5d5b00e0008d.jpg) Adding measurement 63c2aba2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.091e+03, gradient 4.729e-03, dot -0.094; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.803292706608772, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 63c2aba2 to history. Total: 3 th(0)=11.803292706608772;dx=-2.1818092043968794E-5 Armijo: th(504000.0000000002)=13.049900516867638; dx=4.100184283251185E-6 evalInputDelta=-1.2466078102588654 New Minimum: 11.803292706608772 > 11.084633454680443 WOLF (strong): th(252000.0000000001)=11.084633454680443; dx=1.3698988496976292E-6 evalInputDelta=0.7186592519283295 New Minimum: 11.084633454680443 > 10.447622299194336 END: th(84000.00000000003)=10.447622299194336; dx=-3.1319329395245387E-7 evalInputDelta=1.3556704074144363 Fitness changed from 11.803292706608772 to 10.447622299194336 Iteration 6 complete. Error: 10.447622299194336 Total: 8.0701; Orientation: 0.1427; Line Search: 5.9341 Adding measurement 2d0c1794 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.462e+03, gradient 4.307e-03, dot -0.137; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.447622299194336, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 2d0c1794 to history. Total: 3 th(0)=10.447622299194336;dx=-1.8328337147691714E-5 New Minimum: 10.447622299194336 > 9.92538470029831 WOLF (strong): th(180972.5139626783)=9.92538470029831; dx=1.126509440917759E-6 evalInputDelta=0.5222375988960266 New Minimum: 9.92538470029831 > 9.566072136163712 WOLF (strong): th(90486.25698133915)=9.566072136163712; dx=1.6347310450343998E-6 evalInputDelta=0.8815501630306244 New Minimum: 9.566072136163712 > 9.443600535392761 END: th(30162.08566044638)=9.443600535392761; dx=-4.924480380275855E-6 evalInputDelta=1.0040217638015747 Fitness changed from 10.447622299194336 to 9.443600535392761 Iteration 7 complete. Error: 9.443600535392761 Total: 8.0475; Orientation: 0.1128; Line Search: 6.4168 Adding measurement 44af12a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.632e+03, gradient 2.757e-03, dot -0.187; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.443600535392761, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 44af12a3 to history. Total: 3 th(0)=9.443600535392761;dx=-7.452822157025875E-6 New Minimum: 9.443600535392761 > 8.70378591120243 END: th(64982.24367057892)=8.70378591120243; dx=-2.967529615977374E-6 evalInputDelta=0.7398146241903305 Fitness changed from 9.443600535392761 to 8.70378591120243 Iteration 8 complete. Error: 8.70378591120243 Total: 4.3631; Orientation: 0.1430; Line Search: 2.8097 Adding measurement 96c8840 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.928e+03, gradient 2.661e-03, dot -0.219; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.70378591120243, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 96c8840 to history. Total: 3 th(0)=8.70378591120243;dx=-6.992321234861637E-6 New Minimum: 8.70378591120243 > 8.388072103261948 WOLF (strong): th(140000.00000000006)=8.388072103261948; dx=1.4809924252914209E-6 evalInputDelta=0.3157138079404831 New Minimum: 8.388072103261948 > 8.180918589234352 WOLF (strong): th(70000.00000000003)=8.180918589234352; dx=1.1478680761871354E-7 evalInputDelta=0.5228673219680786 END: th(23333.333333333343)=8.38195613026619; dx=-3.565844507726689E-6 evalInputDelta=0.32182978093624115 Fitness changed from 8.70378591120243 to 8.180918589234352 Iteration 9 complete. Error: 8.180918589234352 Total: 7.7570; Orientation: 0.1117; Line Search: 6.0559 Adding measurement 27ada54b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.732e+03, gradient 3.049e-03, dot -0.170; [88feb18b-8792-449e-966f-e0c67b4f2495 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.180918589234352, 16.958923496305943, 18.15492980182171, 18.775837741792202 LBFGS Accumulation History: 3 points Removed measurement 27ada54b to history. Total: 3 th(0)=8.180918589234352;dx=-9.111169341404871E-6 New Minimum: 8.180918589234352 > 7.808704808354378 WOLF (strong): th(50270.142767410645)=7.808704808354378; dx=7.610805044477243E-7 evalInputDelta=0.37221378087997437 END: th(25135.071383705323)=7.847807824611664; dx=-4.097518957382315E-6 evalInputDelta=0.3331107646226883 Fitness changed from 8.180918589234352 to 7.808704808354378 Iteration 10 complete. Error: 7.808704808354378 Total: 6.2485; Orientation: 0.1326; Line Search: 4.6645 Iteration 10 ![Iteration 10](etc/0061b724-8bcd-43e0-84a3-2edfdceb3ab6.jpg) Final threshold in iteration 11: 7.808704808354378 (> -Infinity) after 71.021s (< 1800.000s)