Reset training subject: 2963855375772 Reset training subject: 2966127631067 Adding measurement 52e08527 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.4278956353664398;dx=-1.587674872482945E-7 New Minimum: 1.4278956353664398 > 1.427895188331604 WOLFE (weak): th(2.154434690031884)=1.427895188331604; dx=-1.5864804824102288E-7 evalInputDelta=4.470348358154297E-7 New Minimum: 1.427895188331604 > 1.4278948307037354 WOLFE (weak): th(4.308869380063768)=1.4278948307037354; dx=-1.5869068283192435E-7 evalInputDelta=8.046627044677734E-7 New Minimum: 1.4278948307037354 > 1.4278929978609085 WOLFE (weak): th(12.926608140191302)=1.4278929978609085; dx=-1.5762631702362922E-7 evalInputDelta=2.637505531311035E-6 New Minimum: 1.4278929978609085 > 1.4278854131698608 WOLFE (weak): th(51.70643256076521)=1.4278854131698608; dx=-1.5864912195447915E-7 evalInputDelta=1.0222196578979492E-5 New Minimum: 1.4278854131698608 > 1.427844598889351 WOLFE (weak): th(258.53216280382605)=1.427844598889351; dx=-1.586795627126392E-7 evalInputDelta=5.103647708892822E-5 New Minimum: 1.427844598889351 > 1.4275882691144943 WOLFE (weak): th(1551.1929768229563)=1.4275882691144943; dx=-1.5820686956506273E-7 evalInputDelta=3.073662519454956E-4 New Minimum: 1.4275882691144943 > 1.4257460236549377 WOLFE (weak): th(10858.350837760694)=1.4257460236549377; dx=-1.5831269912822664E-7 evalInputDelta=0.002149611711502075 New Minimum: 1.4257460236549377 > 1.4107871800661087 WOLFE (weak): th(86866.80670208555)=1.4107871800661087; dx=-1.5687818292917543E-7 evalInputDelta=0.017108455300331116 New Minimum: 1.4107871800661087 > 1.2809609919786453 WOLFE (weak): th(781801.26031877)=1.2809609919786453; dx=-1.4324579039964533E-7 evalInputDelta=0.1469346433877945 New Minimum: 1.2809609919786453 > 0.5975500643253326 END: th(7818012.6031877)=0.5975500643253326; dx=-3.732960165297841E-8 evalInputDelta=0.8303455710411072 Fitness changed from 1.4278956353664398 to 0.5975500643253326 Iteration 1 complete. Error: 0.5975500643253326 Total: 35.7077; Orientation: 0.0088; Line Search: 28.3951 Iteration 1 ![Iteration 1](etc/ae9e5d93-2ed1-45dc-b0a5-e56ab90c1acc.jpg) Adding measurement 2a4e16ce to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.5975500643253326;dx=-8.986105651539864E-8 New Minimum: 0.5975500643253326 > 0.211833193898201 WOLF (strong): th(1.684339755941405E7)=0.211833193898201; dx=5.049301581172403E-9 evalInputDelta=0.38571687042713165 New Minimum: 0.211833193898201 > 0.1487625688314438 END: th(8421698.779707026)=0.1487625688314438; dx=-1.3786513317528286E-8 evalInputDelta=0.44878749549388885 Fitness changed from 0.5975500643253326 to 0.1487625688314438 Iteration 2 complete. Error: 0.1487625688314438 Total: 10.2989; Orientation: 0.0092; Line Search: 7.5950 Iteration 2 ![Iteration 2](etc/7864c250-dd78-414e-b0f2-092661dcdbdc.jpg) Adding measurement 10b8040e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.1487625688314438;dx=-6.794823641520644E-8 New Minimum: 0.1487625688314438 > -0.02760094404220581 WOLF (strong): th(1.8144E7)=-0.02760094404220581; dx=1.6153560026051205E-8 evalInputDelta=0.1763635128736496 New Minimum: -0.02760094404220581 > -0.18559500575065613 END: th(9072000.0)=-0.18559500575065613; dx=-3.343611704205906E-9 evalInputDelta=0.3343575745820999 Fitness changed from 0.1487625688314438 to -0.18559500575065613 Iteration 3 complete. Error: -0.18559500575065613 Total: 10.1031; Orientation: 0.0093; Line Search: 7.5396 Iteration 3 ![Iteration 3](etc/62fb1ca2-818a-4254-a550-80470d89f346.jpg) Adding measurement 1b92bf68 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.219e+03, gradient 2.401e-04, dot -0.680; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.18559500575065613, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 1b92bf68 to history. Total: 3 th(0)=-0.18559500575065613;dx=-5.749300809157898E-8 New Minimum: -0.18559500575065613 > -0.23785197734832764 WOLF (strong): th(1.954503150796925E7)=-0.23785197734832764; dx=1.2736214545242885E-8 evalInputDelta=0.05225697159767151 New Minimum: -0.23785197734832764 > -0.44258859753608704 WOLF (strong): th(9772515.753984625)=-0.44258859753608704; dx=1.3552149461223268E-9 evalInputDelta=0.2569935917854309 END: th(3257505.251328208)=-0.3645017743110657; dx=-3.4114490822579226E-8 evalInputDelta=0.17890676856040955 Fitness changed from -0.18559500575065613 to -0.44258859753608704 Iteration 4 complete. Error: -0.44258859753608704 Total: 13.5776; Orientation: 0.2611; Line Search: 10.7340 Iteration 4 ![Iteration 4](etc/be163018-c2ef-45a4-a3b3-f19e7e12c84b.jpg) Adding measurement 19697fa7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.430e+03, gradient 2.218e-04, dot -0.629; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.44258859753608704, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 19697fa7 to history. Total: 3 th(0)=-0.44258859753608704;dx=-4.872686139820482E-8 New Minimum: -0.44258859753608704 > -0.6912258416414261 END: th(7018082.316422522)=-0.6912258416414261; dx=-9.377305821350495E-9 evalInputDelta=0.24863724410533905 Fitness changed from -0.44258859753608704 to -0.6912258416414261 Iteration 5 complete. Error: -0.6912258416414261 Total: 7.5434; Orientation: 0.2171; Line Search: 4.8647 Iteration 5 ![Iteration 5](etc/9c97e618-d310-4c51-ab2c-1dda52e43547.jpg) Adding measurement 5cca083d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.629e+03, gradient 1.663e-04, dot -0.750; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6912258416414261, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 5cca083d to history. Total: 3 th(0)=-0.6912258416414261;dx=-2.7501917528763878E-8 New Minimum: -0.6912258416414261 > -0.8793175667524338 END: th(1.5120000000000002E7)=-0.8793175667524338; dx=-3.30766429157996E-9 evalInputDelta=0.1880917251110077 Fitness changed from -0.6912258416414261 to -0.8793175667524338 Iteration 6 complete. Error: -0.8793175667524338 Total: 7.5614; Orientation: 0.2161; Line Search: 4.9685 Adding measurement 760f8b9f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.025e+04, gradient 1.968e-04, dot -0.574; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8793175667524338, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 760f8b9f to history. Total: 3 th(0)=-0.8793175667524338;dx=-3.8616554864392495E-8 Armijo: th(3.2575052513282087E7)=-0.5390077382326126; dx=2.0316188428263417E-8 evalInputDelta=-0.34030982851982117 New Minimum: -0.8793175667524338 > -0.9809383302927017 WOLF (strong): th(1.6287526256641043E7)=-0.9809383302927017; dx=1.2099415089163189E-8 evalInputDelta=0.10162076354026794 New Minimum: -0.9809383302927017 > -1.0528878271579742 END: th(5429175.418880348)=-1.0528878271579742; dx=-1.4582267224500293E-8 evalInputDelta=0.17357026040554047 Fitness changed from -0.8793175667524338 to -1.0528878271579742 Iteration 7 complete. Error: -1.0528878271579742 Total: 12.6317; Orientation: 0.2170; Line Search: 10.0897 Adding measurement 63d8b4cb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.029e+04, gradient 1.365e-04, dot -0.739; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0528878271579742, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 63d8b4cb to history. Total: 3 th(0)=-1.0528878271579742;dx=-1.85765566624537E-8 New Minimum: -1.0528878271579742 > -1.2029701322317123 END: th(1.1696803860704206E7)=-1.2029701322317123; dx=-6.306657020652913E-9 evalInputDelta=0.1500823050737381 Fitness changed from -1.0528878271579742 to -1.2029701322317123 Iteration 8 complete. Error: -1.2029701322317123 Total: 8.5852; Orientation: 0.2486; Line Search: 5.0506 Adding measurement 1373a2d6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.059e+04, gradient 1.429e-04, dot -0.664; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.2029701322317123, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 1373a2d6 to history. Total: 3 th(0)=-1.2029701322317123;dx=-2.0352080383767476E-8 New Minimum: -1.2029701322317123 > -1.2430170178413391 WOLF (strong): th(2.5200000000000007E7)=-1.2430170178413391; dx=2.4898182121695153E-9 evalInputDelta=0.04004688560962677 New Minimum: -1.2430170178413391 > -1.3084924519062042 END: th(1.2600000000000004E7)=-1.3084924519062042; dx=-4.767297403809722E-10 evalInputDelta=0.10552231967449188 Fitness changed from -1.2029701322317123 to -1.3084924519062042 Iteration 9 complete. Error: -1.3084924519062042 Total: 10.4917; Orientation: 0.3109; Line Search: 7.7184 Adding measurement 5dec8a3f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.041e+04, gradient 1.607e-04, dot -0.560; [425480ee-52e9-4dab-b19f-1c1eaa211fe9 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.3084924519062042, 0.1487625688314438, 0.5975500643253326, 1.4278956353664398 LBFGS Accumulation History: 3 points Removed measurement 5dec8a3f to history. Total: 3 th(0)=-1.3084924519062042;dx=-2.57726039042338E-8 Armijo: th(2.7145877094401743E7)=-1.179293915629387; dx=8.79976605120312E-9 evalInputDelta=-0.12919853627681732 New Minimum: -1.3084924519062042 > -1.3903816193342209 WOLF (strong): th(1.3572938547200872E7)=-1.3903816193342209; dx=5.716906482279701E-9 evalInputDelta=0.08188916742801666 New Minimum: -1.3903816193342209 > -1.408465065062046 END: th(4524312.849066957)=-1.408465065062046; dx=-1.1973391230764041E-8 evalInputDelta=0.09997261315584183 Fitness changed from -1.3084924519062042 to -1.408465065062046 Iteration 10 complete. Error: -1.408465065062046 Total: 12.2007; Orientation: 0.2181; Line Search: 9.5416 Iteration 10 ![Iteration 10](etc/28ccc9f2-f265-4b87-8062-cb5189302f58.jpg) Final threshold in iteration 11: -1.408465065062046 (> -Infinity) after 128.761s (< 3600.000s)