Reset training subject: 1546793456779 Reset training subject: 1551158340613 Adding measurement 28538ee7 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=4.027254223823547;dx=-8.957937990336382E-8 New Minimum: 4.027254223823547 > 4.027253746986389 WOLFE (weak): th(2.154434690031884)=4.027253746986389; dx=-8.956869175556508E-8 evalInputDelta=4.76837158203125E-7 New Minimum: 4.027253746986389 > 4.0272533148527145 WOLFE (weak): th(4.308869380063768)=4.0272533148527145; dx=-8.95646243899215E-8 evalInputDelta=9.08970832824707E-7 New Minimum: 4.0272533148527145 > 4.027251720428467 WOLFE (weak): th(12.926608140191302)=4.027251720428467; dx=-8.955504818028691E-8 evalInputDelta=2.5033950805664062E-6 New Minimum: 4.027251720428467 > 4.02724514901638 WOLFE (weak): th(51.70643256076521)=4.02724514901638; dx=-8.95594983582245E-8 evalInputDelta=9.074807167053223E-6 New Minimum: 4.02724514901638 > 4.027208790183067 WOLFE (weak): th(258.53216280382605)=4.027208790183067; dx=-8.956985387114252E-8 evalInputDelta=4.5433640480041504E-5 New Minimum: 4.027208790183067 > 4.026982218027115 WOLFE (weak): th(1551.1929768229563)=4.026982218027115; dx=-8.956587191621437E-8 evalInputDelta=2.720057964324951E-4 New Minimum: 4.026982218027115 > 4.025350853800774 WOLFE (weak): th(10858.350837760694)=4.025350853800774; dx=-8.93676987945241E-8 evalInputDelta=0.0019033700227737427 New Minimum: 4.025350853800774 > 4.0120895355939865 WOLFE (weak): th(86866.80670208555)=4.0120895355939865; dx=-8.880462046515833E-8 evalInputDelta=0.015164688229560852 New Minimum: 4.0120895355939865 > 3.8955252915620804 WOLFE (weak): th(781801.26031877)=3.8955252915620804; dx=-8.256258974122364E-8 evalInputDelta=0.13172893226146698 New Minimum: 3.8955252915620804 > 3.198085457086563 END: th(7818012.6031877)=3.198085457086563; dx=-3.438347458247122E-8 evalInputDelta=0.8291687667369843 Fitness changed from 4.027254223823547 to 3.198085457086563 Iteration 1 complete. Error: 3.198085457086563 Total: 54.9781; Orientation: 0.0131; Line Search: 42.8538 Iteration 1 ![Iteration 1](etc/dc7e5020-89ba-4b81-9faa-7ca0fb09b199.jpg) Adding measurement 410624ba to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=3.198085457086563;dx=-5.8851643382804336E-8 New Minimum: 3.198085457086563 > 2.5574561208486557 END: th(1.684339755941405E7)=2.5574561208486557; dx=-8.43577348596592E-9 evalInputDelta=0.6406293362379074 Fitness changed from 3.198085457086563 to 2.5574561208486557 Iteration 2 complete. Error: 2.5574561208486557 Total: 11.1795; Orientation: 0.0132; Line Search: 7.4190 Iteration 2 ![Iteration 2](etc/7d7c535c-d49e-4a36-b2e4-7cafc4ef2fb3.jpg) Adding measurement 7009079d to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.5574561208486557;dx=-5.09658125021343E-8 New Minimum: 2.5574561208486557 > 2.5140063762664795 WOLF (strong): th(3.6288E7)=2.5140063762664795; dx=1.0094810076174842E-8 evalInputDelta=0.04344974458217621 New Minimum: 2.5140063762664795 > 2.0016500800848007 WOLF (strong): th(1.8144E7)=2.0016500800848007; dx=2.4520787653343603E-9 evalInputDelta=0.555806040763855 END: th(6048000.0)=2.1370142102241516; dx=-2.9815144731328146E-8 evalInputDelta=0.4204419106245041 Fitness changed from 2.5574561208486557 to 2.0016500800848007 Iteration 3 complete. Error: 2.0016500800848007 Total: 19.0436; Orientation: 0.0135; Line Search: 15.2296 Iteration 3 ![Iteration 3](etc/04f6718a-b85c-4e0f-b171-a94066debad6.jpg) Adding measurement 2885f44 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.539e+03, gradient 1.998e-04, dot -0.551; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0016500800848007, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 2885f44 to history. Total: 3 th(0)=2.0016500800848007;dx=-3.9866543206853326E-8 New Minimum: 2.0016500800848007 > 1.5217120200395584 END: th(1.3030021005312834E7)=1.5217120200395584; dx=-6.091478450019478E-9 evalInputDelta=0.4799380600452423 Fitness changed from 2.0016500800848007 to 1.5217120200395584 Iteration 4 complete. Error: 1.5217120200395584 Total: 11.5693; Orientation: 0.3215; Line Search: 7.2131 Iteration 4 ![Iteration 4](etc/5fef95dc-1f5d-48e5-a85e-4d27b2898c1b.jpg) Adding measurement 508589fd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.379e+03, gradient 1.535e-04, dot -0.634; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5217120200395584, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 508589fd to history. Total: 3 th(0)=1.5217120200395584;dx=-2.351965563713744E-8 New Minimum: 1.5217120200395584 > 1.3414916545152664 WOLF (strong): th(2.8072329265690092E7)=1.3414916545152664; dx=2.5930919988779415E-9 evalInputDelta=0.180220365524292 New Minimum: 1.3414916545152664 > 1.2681825459003448 END: th(1.4036164632845046E7)=1.2681825459003448; dx=-3.911074843322863E-9 evalInputDelta=0.25352947413921356 Fitness changed from 1.5217120200395584 to 1.2681825459003448 Iteration 5 complete. Error: 1.2681825459003448 Total: 16.9990; Orientation: 0.4241; Line Search: 12.5789 Iteration 5 ![Iteration 5](etc/ec11f741-5e8a-466e-86da-7db154b6a6b6.jpg) Adding measurement 75c76c59 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.002e+04, gradient 1.511e-04, dot -0.613; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2681825459003448, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 75c76c59 to history. Total: 3 th(0)=1.2681825459003448;dx=-2.2813908817601053E-8 Armijo: th(3.0240000000000007E7)=1.280829831957817; dx=4.1457583896102E-9 evalInputDelta=-0.012647286057472229 New Minimum: 1.2681825459003448 > 1.1051613539457321 WOLF (strong): th(1.5120000000000004E7)=1.1051613539457321; dx=8.025966251603989E-10 evalInputDelta=0.16302119195461273 END: th(5040000.000000001)=1.1316721588373184; dx=-1.3563627841794642E-8 evalInputDelta=0.13651038706302643 Fitness changed from 1.2681825459003448 to 1.1051613539457321 Iteration 6 complete. Error: 1.1051613539457321 Total: 20.5181; Orientation: 0.3420; Line Search: 16.2463 Adding measurement ef8a365 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.158e+04, gradient 1.551e-04, dot -0.550; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1051613539457321, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement ef8a365 to history. Total: 3 th(0)=1.1051613539457321;dx=-2.3991060705234E-8 New Minimum: 1.1051613539457321 > 0.8894228637218475 END: th(1.0858350837760696E7)=0.8894228637218475; dx=-1.675183657156429E-9 evalInputDelta=0.21573849022388458 Fitness changed from 1.1051613539457321 to 0.8894228637218475 Iteration 7 complete. Error: 0.8894228637218475 Total: 11.5802; Orientation: 0.3265; Line Search: 7.6882 Adding measurement 50f84cf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.173e+04, gradient 1.252e-04, dot -0.637; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8894228637218475, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 50f84cf to history. Total: 3 th(0)=0.8894228637218475;dx=-1.5570964319662882E-8 New Minimum: 0.8894228637218475 > 0.8407481759786606 WOLF (strong): th(2.339360772140841E7)=0.8407481759786606; dx=1.7819091600730881E-9 evalInputDelta=0.04867468774318695 New Minimum: 0.8407481759786606 > 0.7734053283929825 END: th(1.1696803860704206E7)=0.7734053283929825; dx=-1.8064274820474142E-9 evalInputDelta=0.11601753532886505 Fitness changed from 0.8894228637218475 to 0.7734053283929825 Iteration 8 complete. Error: 0.7734053283929825 Total: 15.4291; Orientation: 0.3232; Line Search: 11.2455 Adding measurement 1e277533 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.234e+04, gradient 1.258e-04, dot -0.602; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7734053283929825, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 1e277533 to history. Total: 3 th(0)=0.7734053283929825;dx=-1.5721957062115864E-8 Armijo: th(2.5200000000000007E7)=0.7922670096158981; dx=3.074617982826191E-9 evalInputDelta=-0.01886168122291565 New Minimum: 0.7734053283929825 > 0.6714290976524353 WOLF (strong): th(1.2600000000000004E7)=0.6714290976524353; dx=7.477638626782023E-10 evalInputDelta=0.10197623074054718 END: th(4200000.000000001)=0.6918796598911285; dx=-9.657344626084997E-9 evalInputDelta=0.08152566850185394 Fitness changed from 0.7734053283929825 to 0.6714290976524353 Iteration 9 complete. Error: 0.6714290976524353 Total: 20.1498; Orientation: 0.3216; Line Search: 16.1428 Adding measurement 16183aff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.203e+04, gradient 1.311e-04, dot -0.553; [fb75aaf6-cf18-472b-ae9c-659981b22e54 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6714290976524353, 2.5574561208486557, 3.198085457086563, 4.027254223823547 LBFGS Accumulation History: 3 points Removed measurement 16183aff to history. Total: 3 th(0)=0.6714290976524353;dx=-1.715089387878086E-8 New Minimum: 0.6714290976524353 > 0.553335040807724 END: th(9048625.698133914)=0.553335040807724; dx=-1.3803626567715151E-9 evalInputDelta=0.1180940568447113 Fitness changed from 0.6714290976524353 to 0.553335040807724 Iteration 10 complete. Error: 0.553335040807724 Total: 11.6330; Orientation: 0.3227; Line Search: 7.6656 Iteration 10 ![Iteration 10](etc/7ec2cb48-88ab-4312-801c-cccc6eb57219.jpg) Final threshold in iteration 11: 0.553335040807724 (> -Infinity) after 193.226s (< 3600.000s)