Reset training subject: 7738493575743 Reset training subject: 7741669158273 Adding measurement 6b49383d to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=21.17348806245718;dx=-1.1582907097369581E-5 New Minimum: 21.17348806245718 > 21.17343678860925 WOLFE (weak): th(2.154434690031884)=21.17343678860925; dx=-1.156212478786337E-5 evalInputDelta=5.127384793013334E-5 New Minimum: 21.17343678860925 > 21.17338598286733 END: th(4.308869380063768)=21.17338598286733; dx=-9.612417733340805E-6 evalInputDelta=1.0207958985120058E-4 Fitness changed from 21.17348806245718 to 21.17338598286733 Iteration 1 complete. Error: 21.17338598286733 Total: 19.2231; Orientation: 0.0029; Line Search: 9.6764 Iteration 1 ![Iteration 1](etc/efd7af1d-a414-4ca3-8c89-90759c6100f1.jpg) Adding measurement f0828e5 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=21.17338598286733;dx=-1.2906177215885228E-5 New Minimum: 21.17338598286733 > 21.173159772530198 WOLFE (weak): th(9.283177667225559)=21.173159772530198; dx=-1.294751700814892E-5 evalInputDelta=2.262103371322155E-4 New Minimum: 21.173159772530198 > 21.172932584304363 WOLFE (weak): th(18.566355334451117)=21.172932584304363; dx=-1.3086086955502455E-5 evalInputDelta=4.5339856296777725E-4 New Minimum: 21.172932584304363 > 21.172020066645928 WOLFE (weak): th(55.69906600335335)=21.172020066645928; dx=-1.3348433532100462E-5 evalInputDelta=0.0013659162214025855 WOLFE (weak): th(222.7962640134134)=21.17208044999279; dx=-1.3105373543836058E-5 evalInputDelta=0.0013055328745394945 New Minimum: 21.172020066645928 > 21.14945677248761 END: th(1113.981320067067)=21.14945677248761; dx=-1.1029946598282945E-5 evalInputDelta=0.023929210379719734 Fitness changed from 21.17338598286733 to 21.14945677248761 Iteration 2 complete. Error: 21.14945677248761 Total: 23.8444; Orientation: 0.0032; Line Search: 19.0861 Iteration 2 ![Iteration 2](etc/78be328a-3ecb-4901-a8a3-eaf18de3c259.jpg) Adding measurement 2cbdfcfc to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.14945677248761;dx=-1.0300604980327444E-5 New Minimum: 21.14945677248761 > 21.079200856853276 END: th(2400.0)=21.079200856853276; dx=-8.937003937590823E-6 evalInputDelta=0.07025591563433409 Fitness changed from 21.14945677248761 to 21.079200856853276 Iteration 3 complete. Error: 21.079200856853276 Total: 9.4811; Orientation: 0.0033; Line Search: 6.2786 Iteration 3 ![Iteration 3](etc/6ffe5e10-528d-4d14-8d01-183a1b868d5d.jpg) Adding measurement 447c261d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.714e+02, gradient 3.292e-03, dot -0.863; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.079200856853276, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 447c261d to history. Total: 3 th(0)=21.079200856853276;dx=-8.765932155960576E-6 New Minimum: 21.079200856853276 > 20.95219783508219 WOLFE (weak): th(5170.6432560765215)=20.95219783508219; dx=-9.083413948720134E-6 evalInputDelta=0.12700302177108824 New Minimum: 20.95219783508219 > 20.82178584660869 WOLFE (weak): th(10341.286512153043)=20.82178584660869; dx=-9.77531195547179E-6 evalInputDelta=0.2574150102445856 New Minimum: 20.82178584660869 > 20.30856684560422 END: th(31023.85953645913)=20.30856684560422; dx=-7.713824947090665E-6 evalInputDelta=0.770634011249058 Fitness changed from 21.079200856853276 to 20.30856684560422 Iteration 4 complete. Error: 20.30856684560422 Total: 16.2088; Orientation: 0.0631; Line Search: 12.8887 Iteration 4 ![Iteration 4](etc/0de26fe9-f000-4bc6-9cd9-20f9708cc06c.jpg) Adding measurement 4a683e9b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.783e+02, gradient 3.180e-03, dot -0.681; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 20.30856684560422, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 4a683e9b to history. Total: 3 th(0)=20.30856684560422;dx=-8.580579035552837E-6 New Minimum: 20.30856684560422 > 19.180708528496325 END: th(66838.87920402404)=19.180708528496325; dx=-5.754684685803975E-6 evalInputDelta=1.1278583171078935 Fitness changed from 20.30856684560422 to 19.180708528496325 Iteration 5 complete. Error: 19.180708528496325 Total: 9.7246; Orientation: 0.0664; Line Search: 6.3817 Iteration 5 ![Iteration 5](etc/017b2541-6b7f-4457-8139-7885e212e1a5.jpg) Adding measurement 1a99e721 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.484e+03, gradient 3.584e-03, dot -0.545; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.180708528496325, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 1a99e721 to history. Total: 3 th(0)=19.180708528496325;dx=-1.1799457333727392E-5 New Minimum: 19.180708528496325 > 17.876366483047605 END: th(144000.00000000006)=17.876366483047605; dx=-3.619986827519604E-6 evalInputDelta=1.3043420454487205 Fitness changed from 19.180708528496325 to 17.876366483047605 Iteration 6 complete. Error: 17.876366483047605 Total: 9.5623; Orientation: 0.1110; Line Search: 6.3005 Adding measurement c179375 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.218e+03, gradient 2.589e-03, dot -0.436; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.876366483047605, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement c179375 to history. Total: 3 th(0)=17.876366483047605;dx=-6.287453133903099E-6 New Minimum: 17.876366483047605 > 16.004762230440974 END: th(310238.5953645914)=16.004762230440974; dx=-1.5100040514437651E-6 evalInputDelta=1.8716042526066303 Fitness changed from 17.876366483047605 to 16.004762230440974 Iteration 7 complete. Error: 16.004762230440974 Total: 11.1821; Orientation: 0.0717; Line Search: 7.8981 Adding measurement 4e23fef3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.215e+03, gradient 2.350e-03, dot -0.319; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.004762230440974, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 4e23fef3 to history. Total: 3 th(0)=16.004762230440974;dx=-4.967506112769305E-6 New Minimum: 16.004762230440974 > 12.893367640674114 END: th(668388.7920402405)=12.893367640674114; dx=-7.874696722947606E-7 evalInputDelta=3.11139458976686 Fitness changed from 16.004762230440974 to 12.893367640674114 Iteration 8 complete. Error: 12.893367640674114 Total: 9.5206; Orientation: 0.0675; Line Search: 6.3132 Adding measurement 7a4da3bb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.308e+03, gradient 1.410e-03, dot -0.359; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.893367640674114, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 7a4da3bb to history. Total: 3 th(0)=12.893367640674114;dx=-1.8294667365376923E-6 New Minimum: 12.893367640674114 > 8.67634429037571 WOLF (strong): th(1440000.0000000007)=8.67634429037571; dx=7.105174609152525E-5 evalInputDelta=4.217023350298405 END: th(720000.0000000003)=9.97891305014491; dx=-6.926634392540265E-7 evalInputDelta=2.9144545905292034 Fitness changed from 12.893367640674114 to 8.67634429037571 Iteration 9 complete. Error: 8.67634429037571 Total: 12.7924; Orientation: 0.2106; Line Search: 9.4602 Adding measurement 75b7f494 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.579e+03, gradient 1.481e+00, dot -0.037; [1eea5178-77d3-4e49-bd6e-15510eb7fb61 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.67634429037571, 21.14945677248761, 21.17338598286733, 21.17348806245718 LBFGS Accumulation History: 3 points Removed measurement 75b7f494 to history. Total: 3 th(0)=8.67634429037571;dx=-1.982673463622172 Armijo: th(1551192.9768229572)=72.56173132359982; dx=-5.116537898342771E-7 evalInputDelta=-63.885387033224106 Armijo: th(775596.4884114786)=71.3979252781719; dx=-1.8372028684039775E-7 evalInputDelta=-62.72158098779619 Armijo: th(258532.16280382618)=67.18605563882738; dx=2.0686011844418857E-6 evalInputDelta=-58.509711348451674 Armijo: th(64633.040700956546)=52.51930516771972; dx=3.7894842389635315E-5 evalInputDelta=-43.84296087734401 Armijo: th(12926.608140191309)=20.165984290651977; dx=1.44685508582327E-4 evalInputDelta=-11.489640000276268 Armijo: th(2154.4346900318847)=9.161603044718504; dx=-2.5628110167423177E-5 evalInputDelta=-0.4852587543427944 New Minimum: 8.67634429037571 > 8.65229469910264 END: th(307.7763842902692)=8.65229469910264; dx=-2.112137144003181E-5 evalInputDelta=0.02404959127306938 Fitness changed from 8.67634429037571 to 8.65229469910264 Iteration 10 complete. Error: 8.65229469910264 Total: 28.9463; Orientation: 0.3584; Line Search: 25.4082 Iteration 10 ![Iteration 10](etc/f815c66e-6891-4d6a-8365-fad6a5b718e4.jpg) Final threshold in iteration 11: 8.65229469910264 (> -Infinity) after 150.508s (< 1800.000s)