Reset training subject: 1109035059638 Reset training subject: 1111666580329 Adding measurement 49814f27 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=11.312715165317059;dx=-1.2016681362639817E-5 New Minimum: 11.312715165317059 > 11.312679331749678 WOLFE (weak): th(2.154434690031884)=11.312679331749678; dx=-1.2008099190353486E-5 evalInputDelta=3.583356738090515E-5 New Minimum: 11.312679331749678 > 11.312643885612488 WOLFE (weak): th(4.308869380063768)=11.312643885612488; dx=-1.2013573060997078E-5 evalInputDelta=7.127970457077026E-5 New Minimum: 11.312643885612488 > 11.312502451241016 WOLFE (weak): th(12.926608140191302)=11.312502451241016; dx=-1.201316217614852E-5 evalInputDelta=2.127140760421753E-4 New Minimum: 11.312502451241016 > 11.311864607036114 WOLFE (weak): th(51.70643256076521)=11.311864607036114; dx=-1.2017928457239582E-5 evalInputDelta=8.505582809448242E-4 New Minimum: 11.311864607036114 > 11.308459386229515 WOLFE (weak): th(258.53216280382605)=11.308459386229515; dx=-1.2027867651885488E-5 evalInputDelta=0.0042557790875434875 New Minimum: 11.308459386229515 > 11.287142008543015 WOLFE (weak): th(1551.1929768229563)=11.287142008543015; dx=-1.2068600920890883E-5 evalInputDelta=0.025573156774044037 New Minimum: 11.287142008543015 > 11.132015395909548 WOLFE (weak): th(10858.350837760694)=11.132015395909548; dx=-1.2273720142792644E-5 evalInputDelta=0.18069976940751076 New Minimum: 11.132015395909548 > 9.866149514913559 WOLFE (weak): th(86866.80670208555)=9.866149514913559; dx=-1.1643759689066015E-5 evalInputDelta=1.4465656504034996 New Minimum: 9.866149514913559 > 4.136226713657379 END: th(781801.26031877)=4.136226713657379; dx=-1.2774237670205958E-6 evalInputDelta=7.176488451659679 Fitness changed from 11.312715165317059 to 4.136226713657379 Iteration 1 complete. Error: 4.136226713657379 Total: 37.0468; Orientation: 0.0232; Line Search: 29.0338 Iteration 1 ![Iteration 1](etc/e03213f4-adec-4730-b358-424f1af24250.jpg) Adding measurement 36b7c195 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.136226713657379;dx=-3.413839686389178E-6 New Minimum: 4.136226713657379 > 2.018716186285019 WOLF (strong): th(1684339.7559414052)=2.018716186285019; dx=8.857844483163896E-7 evalInputDelta=2.1175105273723602 END: th(842169.8779707026)=2.069519519805908; dx=-7.008153989148711E-7 evalInputDelta=2.066707193851471 Fitness changed from 4.136226713657379 to 2.018716186285019 Iteration 2 complete. Error: 2.018716186285019 Total: 10.8382; Orientation: 0.0353; Line Search: 8.0563 Iteration 2 ![Iteration 2](etc/87363d5a-6f80-4458-9ce9-b0692a6fa23a.jpg) Adding measurement 66ed7d8e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.018716186285019;dx=-3.6821999956782004E-6 Armijo: th(1814400.0)=4.329568490386009; dx=5.776808300336278E-6 evalInputDelta=-2.3108523041009903 New Minimum: 2.018716186285019 > 0.629258543252945 WOLF (strong): th(907200.0)=0.629258543252945; dx=2.1743746245769563E-7 evalInputDelta=1.389457643032074 END: th(302400.0)=0.975721538066864; dx=-1.422621191334014E-6 evalInputDelta=1.042994648218155 Fitness changed from 2.018716186285019 to 0.629258543252945 Iteration 3 complete. Error: 0.629258543252945 Total: 15.1867; Orientation: 0.0196; Line Search: 12.2969 Iteration 3 ![Iteration 3](etc/939a8f5c-8649-4cb0-ae35-0a14975e81ff.jpg) Adding measurement 404cd745 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.653e+03, gradient 9.717e-04, dot -0.724; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.629258543252945, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 404cd745 to history. Total: 3 th(0)=0.629258543252945;dx=-9.407139981195727E-7 New Minimum: 0.629258543252945 > 0.11714525520801544 END: th(651501.0502656417)=0.11714525520801544; dx=-3.1814583694244095E-7 evalInputDelta=0.5121132880449295 Fitness changed from 0.629258543252945 to 0.11714525520801544 Iteration 4 complete. Error: 0.11714525520801544 Total: 8.5578; Orientation: 0.3896; Line Search: 5.3694 Iteration 4 ![Iteration 4](etc/7a07555e-0b9f-4a8b-931f-cfc2512824c3.jpg) Adding measurement 19673ec6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.554e+03, gradient 6.107e-04, dot -0.829; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.11714525520801544, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 19673ec6 to history. Total: 3 th(0)=0.11714525520801544;dx=-3.718662352936861E-7 New Minimum: 0.11714525520801544 > -0.19636820256710052 END: th(1403616.4632845044)=-0.19636820256710052; dx=-2.925567903463903E-8 evalInputDelta=0.31351345777511597 Fitness changed from 0.11714525520801544 to -0.19636820256710052 Iteration 5 complete. Error: -0.19636820256710052 Total: 8.7103; Orientation: 0.3550; Line Search: 5.6350 Iteration 5 ![Iteration 5](etc/f9d89709-78a9-46b8-805e-5d1d7d9bbeb7.jpg) Adding measurement 73f1994 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.107e+03, gradient 9.680e-04, dot -0.674; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.19636820256710052, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 73f1994 to history. Total: 3 th(0)=-0.19636820256710052;dx=-9.354240430321708E-7 Armijo: th(3024000.0)=6.0724150240421295; dx=4.457370983166517E-6 evalInputDelta=-6.26878322660923 Armijo: th(1512000.0)=0.12397152185440063; dx=1.0121275423814234E-6 evalInputDelta=-0.32033972442150116 New Minimum: -0.19636820256710052 > -0.3378339558839798 WOLF (strong): th(504000.0)=-0.3378339558839798; dx=2.1081070016387043E-7 evalInputDelta=0.14146575331687927 END: th(126000.0)=-0.31601671874523163; dx=-5.008128010306135E-7 evalInputDelta=0.1196485161781311 Fitness changed from -0.19636820256710052 to -0.3378339558839798 Iteration 6 complete. Error: -0.3378339558839798 Total: 18.6590; Orientation: 0.3240; Line Search: 15.4053 Adding measurement 79d614dd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.748e+03, gradient 6.843e-04, dot -0.702; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.3378339558839798, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 79d614dd to history. Total: 3 th(0)=-0.3378339558839798;dx=-4.6760840072236734E-7 New Minimum: -0.3378339558839798 > -0.45590291917324066 END: th(271458.77094401733)=-0.45590291917324066; dx=-2.636011301743726E-7 evalInputDelta=0.11806896328926086 Fitness changed from -0.3378339558839798 to -0.45590291917324066 Iteration 7 complete. Error: -0.45590291917324066 Total: 9.4405; Orientation: 0.2750; Line Search: 6.0613 Adding measurement 4599599d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.400e+03, gradient 4.414e-04, dot -0.803; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.45590291917324066, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 4599599d to history. Total: 3 th(0)=-0.45590291917324066;dx=-1.9423209349546952E-7 New Minimum: -0.45590291917324066 > -0.5479568541049957 END: th(584840.1930352101)=-0.5479568541049957; dx=-9.454189957019048E-8 evalInputDelta=0.09205393493175507 Fitness changed from -0.45590291917324066 to -0.5479568541049957 Iteration 8 complete. Error: -0.5479568541049957 Total: 8.7186; Orientation: 0.3317; Line Search: 5.6314 Adding measurement 19176fe5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.129e+03, gradient 4.000e-04, dot -0.758; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5479568541049957, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 19176fe5 to history. Total: 3 th(0)=-0.5479568541049957;dx=-1.5906516238080908E-7 New Minimum: -0.5479568541049957 > -0.6589077115058899 END: th(1260000.0)=-0.6589077115058899; dx=-2.775235479977007E-8 evalInputDelta=0.11095085740089417 Fitness changed from -0.5479568541049957 to -0.6589077115058899 Iteration 9 complete. Error: -0.6589077115058899 Total: 10.4748; Orientation: 0.3039; Line Search: 7.2270 Adding measurement 29b2f924 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.584e+03, gradient 5.612e-04, dot -0.663; [6ad00860-0554-4cfd-8352-ba21973b24be = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6589077115058899, 2.018716186285019, 4.136226713657379, 11.312715165317059 LBFGS Accumulation History: 3 points Removed measurement 29b2f924 to history. Total: 3 th(0)=-0.6589077115058899;dx=-3.1431943294104236E-7 Armijo: th(2714587.7094401736)=2.4235540330410004; dx=1.9805781802300954E-6 evalInputDelta=-3.0824617445468903 Armijo: th(1357293.8547200868)=-0.2529496103525162; dx=8.119063807112998E-7 evalInputDelta=-0.4059581011533737 New Minimum: -0.6589077115058899 > -0.7465513274073601 END: th(452431.2849066956)=-0.7465513274073601; dx=-2.170372252182595E-8 evalInputDelta=0.08764361590147018 Fitness changed from -0.6589077115058899 to -0.7465513274073601 Iteration 10 complete. Error: -0.7465513274073601 Total: 14.2793; Orientation: 0.3720; Line Search: 10.7116 Iteration 10 ![Iteration 10](etc/0679fccc-330b-49bc-947b-bbde54d41f56.jpg) Final threshold in iteration 11: -0.7465513274073601 (> -Infinity) after 141.957s (< 3600.000s)