Reset training subject: 605674499870300 Reset training subject: 605685364437100 Adding measurement 3de429c7 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.924712896347046;dx=-1.3343904699949204E-6 New Minimum: 13.924712896347046 > 13.924708850681782 WOLFE (weak): th(2.154434690031884)=13.924708850681782; dx=-1.3322223832669993E-6 evalInputDelta=4.045665264129639E-6 New Minimum: 13.924708850681782 > 13.924704983830452 WOLFE (weak): th(4.308869380063768)=13.924704983830452; dx=-1.3322585644694407E-6 evalInputDelta=7.912516593933105E-6 New Minimum: 13.924704983830452 > 13.924688681960106 WOLFE (weak): th(12.926608140191302)=13.924688681960106; dx=-1.3322277991459881E-6 evalInputDelta=2.421438694000244E-5 New Minimum: 13.924688681960106 > 13.924614869058132 WOLFE (weak): th(51.70643256076521)=13.924614869058132; dx=-1.331967126178708E-6 evalInputDelta=9.80272889137268E-5 New Minimum: 13.924614869058132 > 13.924222961068153 WOLFE (weak): th(258.53216280382605)=13.924222961068153; dx=-1.3322855134374485E-6 evalInputDelta=4.899352788925171E-4 New Minimum: 13.924222961068153 > 13.921772219240665 WOLFE (weak): th(1551.1929768229563)=13.921772219240665; dx=-1.3323707118063105E-6 evalInputDelta=0.0029406771063804626 New Minimum: 13.921772219240665 > 13.904145948588848 WOLFE (weak): th(10858.350837760694)=13.904145948588848; dx=-1.3298789650699704E-6 evalInputDelta=0.020566947758197784 New Minimum: 13.904145948588848 > 13.760799139738083 WOLFE (weak): th(86866.80670208555)=13.760799139738083; dx=-1.318638268434349E-6 evalInputDelta=0.163913756608963 New Minimum: 13.760799139738083 > 12.591437429189682 END: th(781801.26031877)=12.591437429189682; dx=-1.0094852118289196E-6 evalInputDelta=1.333275467157364 Fitness changed from 13.924712896347046 to 12.591437429189682 Iteration 1 complete. Error: 12.591437429189682 Total: 143.2504; Orientation: 0.0289; Line Search: 110.1476 Iteration 1 ![Iteration 1](etc/57b3c73e-c714-42a6-8c9f-d8dfa70c0056.jpg) Adding measurement 2c855dc4 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.591437429189682;dx=-1.0110701856224596E-6 New Minimum: 12.591437429189682 > 10.976985290646553 END: th(1684339.7559414052)=10.976985290646553; dx=-4.07562462116999E-7 evalInputDelta=1.614452138543129 Fitness changed from 12.591437429189682 to 10.976985290646553 Iteration 2 complete. Error: 10.976985290646553 Total: 33.7718; Orientation: 0.0289; Line Search: 22.4073 Iteration 2 ![Iteration 2](etc/2ef7ea09-cc19-4899-aec5-5ad4f58d27ee.jpg) Adding measurement 70d2e9f6 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=10.976985290646553;dx=-8.088532783670165E-7 New Minimum: 10.976985290646553 > 9.689701363444328 END: th(3628800.0)=9.689701363444328; dx=-1.463347197075368E-7 evalInputDelta=1.2872839272022247 Fitness changed from 10.976985290646553 to 9.689701363444328 Iteration 3 complete. Error: 9.689701363444328 Total: 33.9784; Orientation: 0.0285; Line Search: 22.2920 Iteration 3 ![Iteration 3](etc/5bbdcf14-2b4c-4294-82c6-20730f0476ff.jpg) Adding measurement 446dacb9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.945e+03, gradient 7.580e-04, dot -0.553; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.689701363444328, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 446dacb9 to history. Total: 3 th(0)=9.689701363444328;dx=-5.740872815273475E-7 New Minimum: 9.689701363444328 > 8.45092910528183 END: th(7818012.6031877)=8.45092910528183; dx=-2.428128678678657E-9 evalInputDelta=1.2387722581624985 Fitness changed from 9.689701363444328 to 8.45092910528183 Iteration 4 complete. Error: 8.45092910528183 Total: 34.8065; Orientation: 0.4134; Line Search: 23.1065 Iteration 4 ![Iteration 4](etc/e13d0cd8-349d-4683-8279-3f0781e0bf2c.jpg) Adding measurement 537c19b8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.098e+03, gradient 6.578e-04, dot -0.401; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.45092910528183, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 537c19b8 to history. Total: 3 th(0)=8.45092910528183;dx=-4.3251348958454946E-7 New Minimum: 8.45092910528183 > 7.9028841853141785 WOLF (strong): th(1.684339755941405E7)=7.9028841853141785; dx=4.266912250174864E-8 evalInputDelta=0.5480449199676514 New Minimum: 7.9028841853141785 > 6.957016333937645 WOLF (strong): th(8421698.779707026)=6.957016333937645; dx=3.043067994024079E-8 evalInputDelta=1.4939127713441849 END: th(2807232.9265690087)=7.104201763868332; dx=-1.9358463834621377E-7 evalInputDelta=1.346727341413498 Fitness changed from 8.45092910528183 to 6.957016333937645 Iteration 5 complete. Error: 6.957016333937645 Total: 56.0439; Orientation: 0.4086; Line Search: 44.2289 Iteration 5 ![Iteration 5](etc/c2642986-bbe0-44c5-b6ba-ef332c79dea2.jpg) Adding measurement 268998d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.387e+03, gradient 5.339e-04, dot -0.351; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.957016333937645, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 268998d7 to history. Total: 3 th(0)=6.957016333937645;dx=-2.8480121054396816E-7 New Minimum: 6.957016333937645 > 5.6536999344825745 END: th(6048000.0)=5.6536999344825745; dx=-2.286904575323647E-8 evalInputDelta=1.3033163994550705 Fitness changed from 6.957016333937645 to 5.6536999344825745 Iteration 6 complete. Error: 5.6536999344825745 Total: 33.7291; Orientation: 0.4382; Line Search: 21.3278 Adding measurement c48a665 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.673e+03, gradient 4.335e-04, dot -0.374; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.6536999344825745, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement c48a665 to history. Total: 3 th(0)=5.6536999344825745;dx=-1.877687991717393E-7 New Minimum: 5.6536999344825745 > 5.466712549328804 WOLF (strong): th(1.3030021005312834E7)=5.466712549328804; dx=4.143347951548104E-8 evalInputDelta=0.18698738515377045 New Minimum: 5.466712549328804 > 4.981190979480743 WOLF (strong): th(6515010.502656417)=4.981190979480743; dx=1.2031511767815911E-8 evalInputDelta=0.672508955001831 END: th(2171670.167552139)=5.16306146979332; dx=-1.0930833390171956E-7 evalInputDelta=0.49063846468925476 Fitness changed from 5.6536999344825745 to 4.981190979480743 Iteration 7 complete. Error: 4.981190979480743 Total: 56.1430; Orientation: 1.0382; Line Search: 44.2616 Adding measurement 15fd4b49 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.042e+03, gradient 4.198e-04, dot -0.367; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.981190979480743, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 15fd4b49 to history. Total: 3 th(0)=4.981190979480743;dx=-1.7607000579208426E-7 New Minimum: 4.981190979480743 > 4.424807086586952 WOLF (strong): th(4678721.544281682)=4.424807086586952; dx=5.657053539099276E-9 evalInputDelta=0.5563838928937912 END: th(2339360.772140841)=4.51595114171505; dx=-8.583172978353395E-8 evalInputDelta=0.46523983776569366 Fitness changed from 4.981190979480743 to 4.424807086586952 Iteration 8 complete. Error: 4.424807086586952 Total: 44.3888; Orientation: 0.4364; Line Search: 32.9520 Adding measurement 550383c7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.396e+03, gradient 3.760e-04, dot -0.393; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.424807086586952, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 550383c7 to history. Total: 3 th(0)=4.424807086586952;dx=-1.4126985432068693E-7 New Minimum: 4.424807086586952 > 4.13407364487648 WOLF (strong): th(5040000.000000001)=4.13407364487648; dx=3.424536376897989E-8 evalInputDelta=0.2907334417104721 New Minimum: 4.13407364487648 > 4.0738005340099335 END: th(2520000.0000000005)=4.0738005340099335; dx=-4.1609189967098606E-8 evalInputDelta=0.35100655257701874 Fitness changed from 4.424807086586952 to 4.0738005340099335 Iteration 9 complete. Error: 4.0738005340099335 Total: 44.6169; Orientation: 0.4111; Line Search: 33.1407 Adding measurement 75af57ad to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.551e+03, gradient 3.058e-04, dot -0.455; [6e624d8a-33bc-464a-9dc2-9c2ea60a7448 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.0738005340099335, 10.976985290646553, 12.591437429189682, 13.924712896347046 LBFGS Accumulation History: 3 points Removed measurement 75af57ad to history. Total: 3 th(0)=4.0738005340099335;dx=-9.342622625560376E-8 New Minimum: 4.0738005340099335 > 3.9042739421129227 WOLF (strong): th(5429175.418880348)=3.9042739421129227; dx=4.68851545465521E-10 evalInputDelta=0.1695265918970108 New Minimum: 3.9042739421129227 > 3.890513092279434 END: th(2714587.709440174)=3.890513092279434; dx=-1.7146680840083093E-8 evalInputDelta=0.18328744173049927 Fitness changed from 4.0738005340099335 to 3.890513092279434 Iteration 10 complete. Error: 3.890513092279434 Total: 44.6556; Orientation: 0.4028; Line Search: 33.5670 Iteration 10 ![Iteration 10](etc/439026ec-8ded-4d8a-b5c8-d827831c9a9c.jpg) Final threshold in iteration 11: 3.890513092279434 (> -Infinity) after 526.035s (< 3600.000s)