Reset training subject: 602095799990000 Reset training subject: 602102528841200 Adding measurement 37ad86cb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=26.363047384656966;dx=-1.0833517718618602E-5 New Minimum: 26.363047384656966 > 26.363010505214334 WOLFE (weak): th(2.154434690031884)=26.363010505214334; dx=-1.0831230082970158E-5 evalInputDelta=3.6879442632198334E-5 New Minimum: 26.363010505214334 > 26.362973637878895 WOLFE (weak): th(4.308869380063768)=26.362973637878895; dx=-1.0825747019096543E-5 evalInputDelta=7.374677807092667E-5 New Minimum: 26.362973637878895 > 26.362825197167695 WOLFE (weak): th(12.926608140191302)=26.362825197167695; dx=-1.0817898542166031E-5 evalInputDelta=2.2218748927116394E-4 New Minimum: 26.362825197167695 > 26.362158657051623 WOLFE (weak): th(51.70643256076521)=26.362158657051623; dx=-1.0827521140043073E-5 evalInputDelta=8.88727605342865E-4 New Minimum: 26.362158657051623 > 26.358592635951936 WOLFE (weak): th(258.53216280382605)=26.358592635951936; dx=-1.0879389479455356E-5 evalInputDelta=0.004454748705029488 New Minimum: 26.358592635951936 > 26.336077235639095 WOLFE (weak): th(1551.1929768229563)=26.336077235639095; dx=-1.104579719840232E-5 evalInputDelta=0.026970149017870426 New Minimum: 26.336077235639095 > 26.162333049811423 WOLFE (weak): th(10858.350837760694)=26.162333049811423; dx=-1.213895456596462E-5 evalInputDelta=0.2007143348455429 New Minimum: 26.162333049811423 > 24.72452052682638 END: th(86866.80670208555)=24.72452052682638; dx=-9.700133958769928E-6 evalInputDelta=1.638526857830584 Fitness changed from 26.363047384656966 to 24.72452052682638 Iteration 1 complete. Error: 24.72452052682638 Total: 70.3235; Orientation: 0.0404; Line Search: 52.7382 Iteration 1 ![Iteration 1](etc/23268d83-07e8-49e1-b76b-5227dfa29f93.jpg) Adding measurement 4fb63dde to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.72452052682638;dx=-1.6560536951555394E-5 New Minimum: 24.72452052682638 > 21.352281972765923 END: th(187148.86177126726)=21.352281972765923; dx=-7.603335174706558E-6 evalInputDelta=3.372238554060459 Fitness changed from 24.72452052682638 to 21.352281972765923 Iteration 2 complete. Error: 21.352281972765923 Total: 16.8610; Orientation: 0.0170; Line Search: 11.0930 Iteration 2 ![Iteration 2](etc/1547f5f1-6ff8-4ff9-8b75-b00a4c70833f.jpg) Adding measurement 6baac161 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.352281972765923;dx=-1.4072324105534967E-5 New Minimum: 21.352281972765923 > 17.224590599536896 END: th(403200.00000000006)=17.224590599536896; dx=-4.278532119398309E-6 evalInputDelta=4.127691373229027 Fitness changed from 21.352281972765923 to 17.224590599536896 Iteration 3 complete. Error: 17.224590599536896 Total: 18.3372; Orientation: 0.0164; Line Search: 12.6875 Iteration 3 ![Iteration 3](etc/035f90af-b3df-4285-9e7b-75f6325ccce8.jpg) Adding measurement 7ed8402d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.080e+04, gradient 3.116e-03, dot -0.504; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.224590599536896, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 7ed8402d to history. Total: 3 th(0)=17.224590599536896;dx=-9.69356895578756E-6 New Minimum: 17.224590599536896 > 12.490244284272194 END: th(868668.0670208557)=12.490244284272194; dx=-1.5839572729515505E-6 evalInputDelta=4.734346315264702 Fitness changed from 17.224590599536896 to 12.490244284272194 Iteration 4 complete. Error: 12.490244284272194 Total: 17.1539; Orientation: 0.2601; Line Search: 11.2713 Iteration 4 ![Iteration 4](etc/312c6848-2823-48ed-9fed-eaf1574d4ff5.jpg) Adding measurement 229686ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.869e+04, gradient 2.009e-03, dot -0.341; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.490244284272194, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 229686ac to history. Total: 3 th(0)=12.490244284272194;dx=-4.02074816105868E-6 New Minimum: 12.490244284272194 > 8.956426978111267 END: th(1871488.617712673)=8.956426978111267; dx=-3.924733233837405E-7 evalInputDelta=3.533817306160927 Fitness changed from 12.490244284272194 to 8.956426978111267 Iteration 5 complete. Error: 8.956426978111267 Total: 16.8615; Orientation: 0.1901; Line Search: 11.0323 Iteration 5 ![Iteration 5](etc/2f83c9d1-ac15-43c5-a762-78f30b40e54a.jpg) Adding measurement 10ebc0a2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.236e+04, gradient 1.230e-03, dot -0.283; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.956426978111267, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 10ebc0a2 to history. Total: 3 th(0)=8.956426978111267;dx=-1.5055561276442327E-6 New Minimum: 8.956426978111267 > 7.491507291793823 WOLF (strong): th(4032000.0000000014)=7.491507291793823; dx=9.987192503496573E-8 evalInputDelta=1.4649196863174438 New Minimum: 7.491507291793823 > 7.164581581950188 END: th(2016000.0000000007)=7.164581581950188; dx=-1.3525559319743894E-7 evalInputDelta=1.7918453961610794 Fitness changed from 8.956426978111267 to 7.164581581950188 Iteration 6 complete. Error: 7.164581581950188 Total: 23.7813; Orientation: 0.1975; Line Search: 16.5788 Adding measurement 7ffe3144 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.760e+03, gradient 9.698e-04, dot -0.093; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.164581581950188, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 7ffe3144 to history. Total: 3 th(0)=7.164581581950188;dx=-9.368816544632703E-7 New Minimum: 7.164581581950188 > 6.583106212317944 WOLF (strong): th(4343340.335104279)=6.583106212317944; dx=1.8035382933831128E-7 evalInputDelta=0.5814753696322441 New Minimum: 6.583106212317944 > 5.9131409376859665 END: th(2171670.1675521396)=5.9131409376859665; dx=-1.0972412485907808E-8 evalInputDelta=1.2514406442642212 Fitness changed from 7.164581581950188 to 5.9131409376859665 Iteration 7 complete. Error: 5.9131409376859665 Total: 23.6352; Orientation: 0.1833; Line Search: 18.0141 Adding measurement 3de229fb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.086e+03, gradient 9.170e-04, dot -0.199; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.9131409376859665, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 3de229fb to history. Total: 3 th(0)=5.9131409376859665;dx=-8.37759288027404E-7 Armijo: th(4678721.544281683)=6.586301505565643; dx=3.597353305764879E-7 evalInputDelta=-0.6731605678796768 New Minimum: 5.9131409376859665 > 5.255811303853989 WOLF (strong): th(2339360.7721408415)=5.255811303853989; dx=1.6436798336079866E-7 evalInputDelta=0.6573296338319778 New Minimum: 5.255811303853989 > 5.182915076613426 END: th(779786.9240469472)=5.182915076613426; dx=-3.965252040729676E-7 evalInputDelta=0.7302258610725403 Fitness changed from 5.9131409376859665 to 5.182915076613426 Iteration 8 complete. Error: 5.182915076613426 Total: 27.9956; Orientation: 0.1860; Line Search: 22.2632 Adding measurement 73368bb6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.435e+03, gradient 6.524e-04, dot -0.213; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.182915076613426, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 73368bb6 to history. Total: 3 th(0)=5.182915076613426;dx=-4.2411484244377215E-7 New Minimum: 5.182915076613426 > 4.57533797621727 END: th(1680000.0000000007)=4.57533797621727; dx=-1.7450124497987804E-7 evalInputDelta=0.6075771003961563 Fitness changed from 5.182915076613426 to 4.57533797621727 Iteration 9 complete. Error: 4.57533797621727 Total: 18.0009; Orientation: 0.1885; Line Search: 10.9472 Adding measurement 1e8dca26 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.116e+03, gradient 6.082e-04, dot -0.213; [7e38125c-ce12-4e1d-bab6-773f2f90d5df = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.57533797621727, 21.352281972765923, 24.72452052682638, 26.363047384656966 LBFGS Accumulation History: 3 points Removed measurement 1e8dca26 to history. Total: 3 th(0)=4.57533797621727;dx=-3.6771394367209196E-7 New Minimum: 4.57533797621727 > 3.9633306860923767 END: th(3619450.279253566)=3.9633306860923767; dx=-5.728654925742894E-8 evalInputDelta=0.6120072901248932 Fitness changed from 4.57533797621727 to 3.9633306860923767 Iteration 10 complete. Error: 3.9633306860923767 Total: 16.7942; Orientation: 0.1848; Line Search: 11.0536 Iteration 10 ![Iteration 10](etc/1482a851-ba6a-4bc2-8c2c-3ad5f6c6946c.jpg) Final threshold in iteration 11: 3.9633306860923767 (> -Infinity) after 249.868s (< 3600.000s)