Reset training subject: 861189097238 Reset training subject: 864780800693 Adding measurement 7a38c01c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=12.319869726896286;dx=-2.9971681619987964E-7 New Minimum: 12.319869726896286 > 12.31986840069294 WOLFE (weak): th(2.154434690031884)=12.31986840069294; dx=-2.97937793921826E-7 evalInputDelta=1.3262033462524414E-6 New Minimum: 12.31986840069294 > 12.319866672158241 WOLFE (weak): th(4.308869380063768)=12.319866672158241; dx=-2.9786546858941214E-7 evalInputDelta=3.0547380447387695E-6 New Minimum: 12.319866672158241 > 12.31986141204834 WOLFE (weak): th(12.926608140191302)=12.31986141204834; dx=-2.975934103094258E-7 evalInputDelta=8.314847946166992E-6 New Minimum: 12.31986141204834 > 12.319836020469666 WOLFE (weak): th(51.70643256076521)=12.319836020469666; dx=-2.978789094654661E-7 evalInputDelta=3.37064266204834E-5 New Minimum: 12.319836020469666 > 12.31970189511776 WOLFE (weak): th(258.53216280382605)=12.31970189511776; dx=-2.97958247182738E-7 evalInputDelta=1.6783177852630615E-4 New Minimum: 12.31970189511776 > 12.318862408399582 WOLFE (weak): th(1551.1929768229563)=12.318862408399582; dx=-2.9788375246008635E-7 evalInputDelta=0.0010073184967041016 New Minimum: 12.318862408399582 > 12.312821701169014 WOLFE (weak): th(10858.350837760694)=12.312821701169014; dx=-2.977636236597166E-7 evalInputDelta=0.007048025727272034 New Minimum: 12.312821701169014 > 12.26360222697258 WOLFE (weak): th(86866.80670208555)=12.26360222697258; dx=-2.9636341175787323E-7 evalInputDelta=0.056267499923706055 New Minimum: 12.26360222697258 > 11.827402085065842 WOLFE (weak): th(781801.26031877)=11.827402085065842; dx=-2.7844070870050485E-7 evalInputDelta=0.49246764183044434 New Minimum: 11.827402085065842 > 9.410870149731636 END: th(7818012.6031877)=9.410870149731636; dx=-8.263061220972124E-8 evalInputDelta=2.90899957716465 Fitness changed from 12.319869726896286 to 9.410870149731636 Iteration 1 complete. Error: 9.410870149731636 Total: 54.6102; Orientation: 0.0132; Line Search: 42.8563 Iteration 1 ![Iteration 1](etc/ce4f7aad-87f7-4f93-911e-359a5976c410.jpg) Adding measurement 337daabe to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.410870149731636;dx=-1.923149372252907E-7 New Minimum: 9.410870149731636 > 7.416960716247559 END: th(1.684339755941405E7)=7.416960716247559; dx=-1.5339584577111572E-8 evalInputDelta=1.9939094334840775 Fitness changed from 9.410870149731636 to 7.416960716247559 Iteration 2 complete. Error: 7.416960716247559 Total: 11.6748; Orientation: 0.0130; Line Search: 7.7690 Iteration 2 ![Iteration 2](etc/52c09304-1090-4a50-92ed-a65ec03d1142.jpg) Adding measurement 3f1ef4cf to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.416960716247559;dx=-1.7776590176265713E-7 New Minimum: 7.416960716247559 > 6.426994606852531 WOLF (strong): th(3.6288E7)=6.426994606852531; dx=1.856205416232496E-8 evalInputDelta=0.9899661093950272 New Minimum: 6.426994606852531 > 5.5400872975587845 WOLF (strong): th(1.8144E7)=5.5400872975587845; dx=4.427926449039156E-9 evalInputDelta=1.876873418688774 END: th(6048000.0)=5.961695045232773; dx=-7.257443304009474E-8 evalInputDelta=1.4552656710147858 Fitness changed from 7.416960716247559 to 5.5400872975587845 Iteration 3 complete. Error: 5.5400872975587845 Total: 19.6635; Orientation: 0.0131; Line Search: 15.7510 Iteration 3 ![Iteration 3](etc/3d44db44-9bdb-45a1-ac79-285d16b75ddd.jpg) Adding measurement 19665567 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.461e+03, gradient 3.350e-04, dot -0.478; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.5400872975587845, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 19665567 to history. Total: 3 th(0)=5.5400872975587845;dx=-1.1202224861962216E-7 New Minimum: 5.5400872975587845 > 4.11998738348484 END: th(1.3030021005312834E7)=4.11998738348484; dx=-2.1549151798030703E-8 evalInputDelta=1.420099914073944 Fitness changed from 5.5400872975587845 to 4.11998738348484 Iteration 4 complete. Error: 4.11998738348484 Total: 11.9220; Orientation: 0.3873; Line Search: 7.5668 Iteration 4 ![Iteration 4](etc/52cf074a-f45f-46bb-8fd8-0d567b2d319f.jpg) Adding measurement 7185a63e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.993e+03, gradient 2.323e-04, dot -0.523; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.11998738348484, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 7185a63e to history. Total: 3 th(0)=4.11998738348484;dx=-5.382667968111651E-8 New Minimum: 4.11998738348484 > 3.325397938489914 WOLF (strong): th(2.8072329265690092E7)=3.325397938489914; dx=6.306741171337828E-9 evalInputDelta=0.7945894449949265 New Minimum: 3.325397938489914 > 3.2942165583372116 END: th(1.4036164632845046E7)=3.2942165583372116; dx=-1.5635999085399782E-8 evalInputDelta=0.8257708251476288 Fitness changed from 4.11998738348484 to 3.2942165583372116 Iteration 5 complete. Error: 3.2942165583372116 Total: 15.0479; Orientation: 0.3245; Line Search: 10.8811 Iteration 5 ![Iteration 5](etc/cb46e3e2-c190-4154-a9d2-4b3c8e6c937a.jpg) Adding measurement 23245b26 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.972e+03, gradient 2.112e-04, dot -0.537; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.2942165583372116, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 23245b26 to history. Total: 3 th(0)=3.2942165583372116;dx=-4.456867924600945E-8 New Minimum: 3.2942165583372116 > 2.8947362303733826 WOLF (strong): th(3.0240000000000007E7)=2.8947362303733826; dx=1.7903797243698268E-9 evalInputDelta=0.39948032796382904 New Minimum: 2.8947362303733826 > 2.7712788432836533 END: th(1.5120000000000004E7)=2.7712788432836533; dx=-6.606352518439166E-9 evalInputDelta=0.5229377150535583 Fitness changed from 3.2942165583372116 to 2.7712788432836533 Iteration 6 complete. Error: 2.7712788432836533 Total: 16.0829; Orientation: 0.3211; Line Search: 11.2245 Adding measurement 191198ad to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.059e+04, gradient 2.017e-04, dot -0.523; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7712788432836533, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 191198ad to history. Total: 3 th(0)=2.7712788432836533;dx=-4.0639366417724226E-8 New Minimum: 2.7712788432836533 > 2.709407791495323 WOLF (strong): th(3.257505251328209E7)=2.709407791495323; dx=9.747336850262326E-9 evalInputDelta=0.06187105178833008 New Minimum: 2.709407791495323 > 2.344318076968193 WOLF (strong): th(1.6287526256641045E7)=2.344318076968193; dx=2.1140234292944194E-9 evalInputDelta=0.4269607663154602 END: th(5429175.418880348)=2.458496555685997; dx=-2.5748545013850076E-8 evalInputDelta=0.31278228759765625 Fitness changed from 2.7712788432836533 to 2.344318076968193 Iteration 7 complete. Error: 2.344318076968193 Total: 19.2415; Orientation: 0.3212; Line Search: 15.1446 Adding measurement 68c4e14f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.044e+04, gradient 2.086e-04, dot -0.472; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.344318076968193, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 68c4e14f to history. Total: 3 th(0)=2.344318076968193;dx=-4.334175311403533E-8 New Minimum: 2.344318076968193 > 1.952836737036705 END: th(1.1696803860704206E7)=1.952836737036705; dx=-6.936895344196483E-10 evalInputDelta=0.39148133993148804 Fitness changed from 2.344318076968193 to 1.952836737036705 Iteration 8 complete. Error: 1.952836737036705 Total: 12.0088; Orientation: 0.3339; Line Search: 7.3761 Adding measurement 7f78dd3f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.089e+04, gradient 1.683e-04, dot -0.530; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.952836737036705, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 7f78dd3f to history. Total: 3 th(0)=1.952836737036705;dx=-2.8260921512454462E-8 New Minimum: 1.952836737036705 > 1.8533341586589813 WOLF (strong): th(2.5200000000000007E7)=1.8533341586589813; dx=6.523398881546096E-9 evalInputDelta=0.0995025783777237 New Minimum: 1.8533341586589813 > 1.689701870083809 END: th(1.2600000000000004E7)=1.689701870083809; dx=-1.3164355119322971E-9 evalInputDelta=0.2631348669528961 Fitness changed from 1.952836737036705 to 1.689701870083809 Iteration 9 complete. Error: 1.689701870083809 Total: 15.8789; Orientation: 0.3446; Line Search: 11.5343 Adding measurement 5bf2c852 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.084e+04, gradient 1.685e-04, dot -0.505; [b1580920-d848-4823-afb0-90449245cccc = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.689701870083809, 7.416960716247559, 9.410870149731636, 12.319869726896286 LBFGS Accumulation History: 3 points Removed measurement 5bf2c852 to history. Total: 3 th(0)=1.689701870083809;dx=-2.8347580838956652E-8 Armijo: th(2.7145877094401743E7)=1.729794666171074; dx=5.7254609314147386E-9 evalInputDelta=-0.040092796087265015 New Minimum: 1.689701870083809 > 1.5042836368083954 WOLF (strong): th(1.3572938547200872E7)=1.5042836368083954; dx=2.7414335400176295E-9 evalInputDelta=0.1854182332754135 END: th(4524312.849066957)=1.5275295972824097; dx=-1.553204463163491E-8 evalInputDelta=0.16217227280139923 Fitness changed from 1.689701870083809 to 1.5042836368083954 Iteration 10 complete. Error: 1.5042836368083954 Total: 20.1968; Orientation: 0.3218; Line Search: 16.2309 Iteration 10 ![Iteration 10](etc/a2eb95c0-8fb4-4393-babe-7a05a61791f2.jpg) Final threshold in iteration 11: 1.5042836368083954 (> -Infinity) after 196.479s (< 3600.000s)