Reset training subject: 4467964016305 Reset training subject: 4471404666664 Adding measurement 6da6f474 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=24.251613075262867;dx=-1.9210813461531517E-5 New Minimum: 24.251613075262867 > 24.251582056749612 WOLFE (weak): th(2.154434690031884)=24.251582056749612; dx=-1.8753806196317856E-5 evalInputDelta=3.10185132548213E-5 New Minimum: 24.251582056749612 > 24.251551444351207 END: th(4.308869380063768)=24.251551444351207; dx=-1.718244452672581E-5 evalInputDelta=6.163091165944934E-5 Fitness changed from 24.251613075262867 to 24.251551444351207 Iteration 1 complete. Error: 24.251551444351207 Total: 19.4793; Orientation: 0.0387; Line Search: 9.5719 Iteration 1 ![Iteration 1](etc/3f648f77-67e3-4145-88c1-1b5f902b9945.jpg) Adding measurement 1052c0e8 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.251551444351207;dx=-1.7602102880451363E-5 New Minimum: 24.251551444351207 > 24.25140565726906 WOLFE (weak): th(9.283177667225559)=24.25140565726906; dx=-1.8717133205944942E-5 evalInputDelta=1.457870821468532E-4 New Minimum: 24.25140565726906 > 24.251257819938473 WOLFE (weak): th(18.566355334451117)=24.251257819938473; dx=-1.885330654152441E-5 evalInputDelta=2.936244127340615E-4 New Minimum: 24.251257819938473 > 24.250669567089062 WOLFE (weak): th(55.69906600335335)=24.250669567089062; dx=-1.8183623603435768E-5 evalInputDelta=8.818772621452808E-4 New Minimum: 24.250669567089062 > 24.24803146382328 WOLFE (weak): th(222.7962640134134)=24.24803146382328; dx=-1.7099226001451027E-5 evalInputDelta=0.0035199805279262364 New Minimum: 24.24803146382328 > 24.213865936617367 END: th(1113.981320067067)=24.213865936617367; dx=-1.213237085376864E-5 evalInputDelta=0.037685507733840495 Fitness changed from 24.251551444351207 to 24.213865936617367 Iteration 2 complete. Error: 24.213865936617367 Total: 23.7439; Orientation: 0.0069; Line Search: 19.1890 Iteration 2 ![Iteration 2](etc/113bf79c-87a2-4881-afe2-6a8f3f24f309.jpg) Adding measurement 7293cc50 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=24.213865936617367;dx=-2.0440087036670942E-5 New Minimum: 24.213865936617367 > 24.166450761200394 WOLFE (weak): th(2400.0)=24.166450761200394; dx=-1.933872222663303E-5 evalInputDelta=0.04741517541697249 New Minimum: 24.166450761200394 > 24.141740404593293 WOLFE (weak): th(4800.0)=24.141740404593293; dx=-1.9059285039137592E-5 evalInputDelta=0.07212553202407435 New Minimum: 24.141740404593293 > 23.988862612226512 END: th(14400.0)=23.988862612226512; dx=-1.6071566266722636E-5 evalInputDelta=0.2250033243908547 Fitness changed from 24.213865936617367 to 23.988862612226512 Iteration 3 complete. Error: 23.988862612226512 Total: 15.8268; Orientation: 0.0046; Line Search: 12.6177 Iteration 3 ![Iteration 3](etc/32d1692d-a549-4145-b82d-93bef4499b3d.jpg) Adding measurement 28a9f2f1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.304e+03, gradient 4.645e-03, dot -0.761; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 23.988862612226512, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 28a9f2f1 to history. Total: 3 th(0)=23.988862612226512;dx=-1.7366606730564664E-5 New Minimum: 23.988862612226512 > 23.325114111765288 END: th(31023.859536459127)=23.325114111765288; dx=-1.4039306874812114E-5 evalInputDelta=0.6637485004612245 Fitness changed from 23.988862612226512 to 23.325114111765288 Iteration 4 complete. Error: 23.325114111765288 Total: 10.9554; Orientation: 0.2932; Line Search: 7.3454 Iteration 4 ![Iteration 4](etc/04b6caa2-7475-4626-99fc-b52f60974ec3.jpg) Adding measurement 7d20895f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.775e+03, gradient 4.514e-03, dot -0.636; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 23.325114111765288, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 7d20895f to history. Total: 3 th(0)=23.325114111765288;dx=-1.872449550750346E-5 New Minimum: 23.325114111765288 > 21.62076839187648 END: th(66838.87920402402)=21.62076839187648; dx=-7.251958694763783E-6 evalInputDelta=1.7043457198888063 Fitness changed from 23.325114111765288 to 21.62076839187648 Iteration 5 complete. Error: 21.62076839187648 Total: 9.5721; Orientation: 0.0736; Line Search: 6.3214 Iteration 5 ![Iteration 5](etc/5f82bfc1-a06a-4017-afe2-c06ea812eae0.jpg) Adding measurement 2cd5e2a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.484e+03, gradient 3.482e-03, dot -0.356; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.62076839187648, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 2cd5e2a3 to history. Total: 3 th(0)=21.62076839187648;dx=-1.107868062699976E-5 New Minimum: 21.62076839187648 > 20.211039329413325 END: th(144000.00000000003)=20.211039329413325; dx=-2.5891752148806557E-6 evalInputDelta=1.4097290624631569 Fitness changed from 21.62076839187648 to 20.211039329413325 Iteration 6 complete. Error: 20.211039329413325 Total: 9.6037; Orientation: 0.0713; Line Search: 6.2943 Adding measurement 725f87 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.363e+03, gradient 2.667e-03, dot -0.247; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 20.211039329413325, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 725f87 to history. Total: 3 th(0)=20.211039329413325;dx=-5.76027384841826E-6 New Minimum: 20.211039329413325 > 18.754347088048235 END: th(310238.59536459134)=18.754347088048235; dx=-1.3471756263534148E-6 evalInputDelta=1.45669224136509 Fitness changed from 20.211039329413325 to 18.754347088048235 Iteration 7 complete. Error: 18.754347088048235 Total: 9.7171; Orientation: 0.0685; Line Search: 6.3707 Adding measurement 51212171 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.506e+03, gradient 2.349e-03, dot -0.247; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.754347088048235, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 51212171 to history. Total: 3 th(0)=18.754347088048235;dx=-4.9030376111284285E-6 New Minimum: 18.754347088048235 > 15.813742908649147 END: th(668388.7920402404)=15.813742908649147; dx=-1.091239246747389E-6 evalInputDelta=2.940604179399088 Fitness changed from 18.754347088048235 to 15.813742908649147 Iteration 8 complete. Error: 15.813742908649147 Total: 10.6555; Orientation: 0.2190; Line Search: 7.3215 Adding measurement 6b389307 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.552e+03, gradient 1.875e-03, dot -0.354; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.813742908649147, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 6b389307 to history. Total: 3 th(0)=15.813742908649147;dx=-3.0749889567798263E-6 New Minimum: 15.813742908649147 > 11.861936714500189 END: th(1440000.0000000005)=11.861936714500189; dx=-5.25296906975293E-7 evalInputDelta=3.9518061941489577 Fitness changed from 15.813742908649147 to 11.861936714500189 Iteration 9 complete. Error: 11.861936714500189 Total: 9.5617; Orientation: 0.0613; Line Search: 6.3293 Adding measurement 3180f4b1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.791e+03, gradient 1.195e-03, dot -0.308; [a5e13120-53d5-413d-8793-348ff3ebb08d = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.861936714500189, 24.213865936617367, 24.251551444351207, 24.251613075262867 LBFGS Accumulation History: 3 points Removed measurement 3180f4b1 to history. Total: 3 th(0)=11.861936714500189;dx=-1.253271264650879E-6 New Minimum: 11.861936714500189 > 10.32394902035594 END: th(3102385.953645914)=10.32394902035594; dx=-1.2602984470175254E-7 evalInputDelta=1.537987694144249 Fitness changed from 11.861936714500189 to 10.32394902035594 Iteration 10 complete. Error: 10.32394902035594 Total: 9.6307; Orientation: 0.0713; Line Search: 6.2616 Iteration 10 ![Iteration 10](etc/d77fbd5c-956a-43d1-ba54-7ace809b88e9.jpg) Final threshold in iteration 11: 10.32394902035594 (> -Infinity) after 128.770s (< 1800.000s)