Reset training subject: 611541844427700 Reset training subject: 611553388292400 Adding measurement dd921af to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.5508390069007874;dx=-2.233119924993673E-7 New Minimum: 1.5508390069007874 > 1.55083829164505 WOLFE (weak): th(2.154434690031884)=1.55083829164505; dx=-2.23296531023148E-7 evalInputDelta=7.152557373046875E-7 New Minimum: 1.55083829164505 > 1.5508375614881516 WOLFE (weak): th(4.308869380063768)=1.5508375614881516; dx=-2.233081742752241E-7 evalInputDelta=1.4454126358032227E-6 New Minimum: 1.5508375614881516 > 1.5508346557617188 WOLFE (weak): th(12.926608140191302)=1.5508346557617188; dx=-2.2328150910937638E-7 evalInputDelta=4.351139068603516E-6 New Minimum: 1.5508346557617188 > 1.550821989774704 WOLFE (weak): th(51.70643256076521)=1.550821989774704; dx=-2.2330129209792095E-7 evalInputDelta=1.7017126083374023E-5 New Minimum: 1.550821989774704 > 1.5507542043924332 WOLFE (weak): th(258.53216280382605)=1.5507542043924332; dx=-2.2329686721192903E-7 evalInputDelta=8.480250835418701E-5 New Minimum: 1.5507542043924332 > 1.550331324338913 WOLFE (weak): th(1551.1929768229563)=1.550331324338913; dx=-2.2316823544674986E-7 evalInputDelta=5.076825618743896E-4 New Minimum: 1.550331324338913 > 1.5472902208566666 WOLFE (weak): th(10858.350837760694)=1.5472902208566666; dx=-2.2265712245205767E-7 evalInputDelta=0.0035487860441207886 New Minimum: 1.5472902208566666 > 1.522677019238472 WOLFE (weak): th(86866.80670208555)=1.522677019238472; dx=-2.1911023053233604E-7 evalInputDelta=0.02816198766231537 New Minimum: 1.522677019238472 > 1.3193600177764893 END: th(781801.26031877)=1.3193600177764893; dx=-1.789199000984686E-7 evalInputDelta=0.2314789891242981 Fitness changed from 1.5508390069007874 to 1.3193600177764893 Iteration 1 complete. Error: 1.3193600177764893 Total: 147.3975; Orientation: 0.0269; Line Search: 113.6473 Iteration 1 ![Iteration 1](etc/f5c87066-b660-404c-a6ed-f1feaa618f73.jpg) Adding measurement 3310ec0d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.3193600177764893;dx=-1.5876231473849132E-7 New Minimum: 1.3193600177764893 > 0.9985288083553314 END: th(1684339.7559414052)=0.9985288083553314; dx=-1.0744413145648378E-7 evalInputDelta=0.32083120942115784 Fitness changed from 1.3193600177764893 to 0.9985288083553314 Iteration 2 complete. Error: 0.9985288083553314 Total: 34.6327; Orientation: 0.0271; Line Search: 22.6799 Iteration 2 ![Iteration 2](etc/84d9723c-f386-42c7-9775-e4d22d53dc06.jpg) Adding measurement 1f5cef0a to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.9985288083553314;dx=-1.0867962204632298E-7 New Minimum: 0.9985288083553314 > 0.6040850281715393 END: th(3628800.0)=0.6040850281715393; dx=-5.684030713256594E-8 evalInputDelta=0.3944437801837921 Fitness changed from 0.9985288083553314 to 0.6040850281715393 Iteration 3 complete. Error: 0.6040850281715393 Total: 34.5358; Orientation: 0.0267; Line Search: 22.6381 Iteration 3 ![Iteration 3](etc/6d49cf60-b70f-48d0-8e1e-2b112b519dc8.jpg) Adding measurement 4816970d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.150e+03, gradient 2.847e-04, dot -0.796; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6040850281715393, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 4816970d to history. Total: 3 th(0)=0.6040850281715393;dx=-8.096636519625805E-8 New Minimum: 0.6040850281715393 > 0.23445843160152435 END: th(7818012.6031877)=0.23445843160152435; dx=-2.0375138236646142E-8 evalInputDelta=0.36962659657001495 Fitness changed from 0.6040850281715393 to 0.23445843160152435 Iteration 4 complete. Error: 0.23445843160152435 Total: 35.1428; Orientation: 0.3912; Line Search: 22.8142 Iteration 4 ![Iteration 4](etc/1904323f-b8d6-40bd-9da4-7409d0c740a9.jpg) Adding measurement 3630fbd4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.920e+03, gradient 2.524e-04, dot -0.636; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.23445843160152435, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 3630fbd4 to history. Total: 3 th(0)=0.23445843160152435;dx=-6.365351418959078E-8 New Minimum: 0.23445843160152435 > -0.03128825128078461 WOLF (strong): th(1.684339755941405E7)=-0.03128825128078461; dx=4.730397440412202E-9 evalInputDelta=0.26574668288230896 New Minimum: -0.03128825128078461 > -0.0844191461801529 END: th(8421698.779707026)=-0.0844191461801529; dx=-7.3014088531455E-9 evalInputDelta=0.31887757778167725 Fitness changed from 0.23445843160152435 to -0.0844191461801529 Iteration 5 complete. Error: -0.0844191461801529 Total: 48.8572; Orientation: 0.6650; Line Search: 34.0652 Iteration 5 ![Iteration 5](etc/4a1a087a-8562-4ea4-86eb-b2a52b36b6e5.jpg) Adding measurement acdec5b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.487e+03, gradient 2.490e-04, dot -0.509; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.0844191461801529, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement acdec5b to history. Total: 3 th(0)=-0.0844191461801529;dx=-6.190173594337903E-8 Armijo: th(1.8144E7)=-0.005815759301185608; dx=1.907443837976352E-8 evalInputDelta=-0.07860338687896729 New Minimum: -0.0844191461801529 > -0.29438041150569916 WOLF (strong): th(9072000.0)=-0.29438041150569916; dx=1.0672445594501442E-8 evalInputDelta=0.20996126532554626 END: th(3024000.0)=-0.2757737785577774; dx=-2.9643486252138963E-8 evalInputDelta=0.1913546323776245 Fitness changed from -0.0844191461801529 to -0.29438041150569916 Iteration 6 complete. Error: -0.29438041150569916 Total: 57.5990; Orientation: 0.3887; Line Search: 44.7686 Adding measurement 293cbade to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.717e+03, gradient 2.557e-04, dot -0.451; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.29438041150569916, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 293cbade to history. Total: 3 th(0)=-0.29438041150569916;dx=-6.531407205831533E-8 New Minimum: -0.29438041150569916 > -0.5459258705377579 WOLF (strong): th(6515010.502656417)=-0.5459258705377579; dx=2.163160946377255E-9 evalInputDelta=0.2515454590320587 END: th(3257505.2513282085)=-0.5039954632520676; dx=-2.727956589205597E-8 evalInputDelta=0.2096150517463684 Fitness changed from -0.29438041150569916 to -0.5459258705377579 Iteration 7 complete. Error: -0.5459258705377579 Total: 45.6592; Orientation: 0.3887; Line Search: 34.1523 Adding measurement 473b6edf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.082e+03, gradient 1.891e-04, dot -0.524; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5459258705377579, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 473b6edf to history. Total: 3 th(0)=-0.5459258705377579;dx=-3.5734587735844255E-8 New Minimum: -0.5459258705377579 > -0.7025070339441299 END: th(7018082.316422523)=-0.7025070339441299; dx=-1.889378324533668E-9 evalInputDelta=0.15658116340637207 Fitness changed from -0.5459258705377579 to -0.7025070339441299 Iteration 8 complete. Error: -0.7025070339441299 Total: 34.0177; Orientation: 0.3864; Line Search: 22.7574 Adding measurement 23a670b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.868e+03, gradient 1.699e-04, dot -0.559; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7025070339441299, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 23a670b to history. Total: 3 th(0)=-0.7025070339441299;dx=-2.8838026042092632E-8 Armijo: th(1.5120000000000004E7)=-0.6708163619041443; dx=1.3441291126021685E-8 evalInputDelta=-0.03169067203998566 New Minimum: -0.7025070339441299 > -0.8038264214992523 WOLF (strong): th(7560000.000000002)=-0.8038264214992523; dx=1.7397377366860358E-9 evalInputDelta=0.10131938755512238 END: th(2520000.0000000005)=-0.7780409455299377; dx=-1.7243871425111656E-8 evalInputDelta=0.0755339115858078 Fitness changed from -0.7025070339441299 to -0.8038264214992523 Iteration 9 complete. Error: -0.8038264214992523 Total: 57.1281; Orientation: 0.3877; Line Search: 45.7928 Adding measurement 177110d4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.924e+03, gradient 1.777e-04, dot -0.502; [e08a0104-623f-4aee-9496-45592b040764 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8038264214992523, 0.9985288083553314, 1.3193600177764893, 1.5508390069007874 LBFGS Accumulation History: 3 points Removed measurement 177110d4 to history. Total: 3 th(0)=-0.8038264214992523;dx=-3.155208739347984E-8 New Minimum: -0.8038264214992523 > -0.9160263538360596 END: th(5429175.418880348)=-0.9160263538360596; dx=-2.7963052501898268E-9 evalInputDelta=0.11219993233680725 Fitness changed from -0.8038264214992523 to -0.9160263538360596 Iteration 10 complete. Error: -0.9160263538360596 Total: 34.5852; Orientation: 0.3842; Line Search: 22.4035 Iteration 10 ![Iteration 10](etc/3aa5bd76-680f-493f-8fb4-29f3ac15577d.jpg) Final threshold in iteration 11: -0.9160263538360596 (> -Infinity) after 530.373s (< 3600.000s)