Reset training subject: 1181309271698 Reset training subject: 1184415145409 Adding measurement 38c3362d to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.364936083555222;dx=-1.4515026032421357E-5 New Minimum: 13.364936083555222 > 13.364919662475586 WOLFE (weak): th(2.154434690031884)=13.364919662475586; dx=-1.4504129112180393E-5 evalInputDelta=1.6421079635620117E-5 New Minimum: 13.364919662475586 > 13.364903062582016 WOLFE (weak): th(4.308869380063768)=13.364903062582016; dx=-1.4503912874302388E-5 evalInputDelta=3.3020973205566406E-5 New Minimum: 13.364903062582016 > 13.36483895778656 WOLFE (weak): th(12.926608140191302)=13.36483895778656; dx=-1.450472977026008E-5 evalInputDelta=9.712576866149902E-5 New Minimum: 13.36483895778656 > 13.364548444747925 WOLFE (weak): th(51.70643256076521)=13.364548444747925; dx=-1.4503097949520416E-5 evalInputDelta=3.8763880729675293E-4 New Minimum: 13.364548444747925 > 13.362999230623245 WOLFE (weak): th(258.53216280382605)=13.362999230623245; dx=-1.4498475281998988E-5 evalInputDelta=0.0019368529319763184 New Minimum: 13.362999230623245 > 13.3533273935318 WOLFE (weak): th(1551.1929768229563)=13.3533273935318; dx=-1.4483491390206977E-5 evalInputDelta=0.011608690023422241 New Minimum: 13.3533273935318 > 13.284066766500473 WOLFE (weak): th(10858.350837760694)=13.284066766500473; dx=-1.4337455920671242E-5 evalInputDelta=0.08086931705474854 New Minimum: 13.284066766500473 > 12.77061128616333 END: th(86866.80670208555)=12.77061128616333; dx=-1.1677778622869811E-5 evalInputDelta=0.5943247973918915 Fitness changed from 13.364936083555222 to 12.77061128616333 Iteration 1 complete. Error: 12.77061128616333 Total: 37.1212; Orientation: 0.0937; Line Search: 27.9983 Iteration 1 ![Iteration 1](etc/e0efc2de-2344-4243-ac39-7452cee5305a.jpg) Adding measurement 77d09595 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.77061128616333;dx=-1.101102658053036E-5 New Minimum: 12.77061128616333 > 11.87355974316597 END: th(187148.86177126726)=11.87355974316597; dx=-7.773182297647211E-6 evalInputDelta=0.8970515429973602 Fitness changed from 12.77061128616333 to 11.87355974316597 Iteration 2 complete. Error: 11.87355974316597 Total: 9.6291; Orientation: 0.0338; Line Search: 6.0525 Iteration 2 ![Iteration 2](etc/53cb6ea0-85cb-4036-bc49-ed64366985e5.jpg) Adding measurement 5746447b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=11.87355974316597;dx=-7.11804542721883E-6 New Minimum: 11.87355974316597 > 10.685363620519638 END: th(403200.00000000006)=10.685363620519638; dx=-4.611598076296231E-6 evalInputDelta=1.1881961226463318 Fitness changed from 11.87355974316597 to 10.685363620519638 Iteration 3 complete. Error: 10.685363620519638 Total: 8.8216; Orientation: 0.0294; Line Search: 5.9265 Iteration 3 ![Iteration 3](etc/5cde9f38-a47c-4556-ab57-83dd768a212b.jpg) Adding measurement 31778b9f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.235e+03, gradient 2.030e-03, dot -0.887; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.685363620519638, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 31778b9f to history. Total: 3 th(0)=10.685363620519638;dx=-4.121491714222549E-6 New Minimum: 10.685363620519638 > 9.28196282684803 END: th(868668.0670208557)=9.28196282684803; dx=-2.4018897961280964E-6 evalInputDelta=1.403400793671608 Fitness changed from 10.685363620519638 to 9.28196282684803 Iteration 4 complete. Error: 9.28196282684803 Total: 10.1209; Orientation: 0.7946; Line Search: 5.8447 Iteration 4 ![Iteration 4](etc/225b8580-c80b-402b-bd54-24a5ddaa8aff.jpg) Adding measurement 1ed83b08 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.748e+03, gradient 1.490e-03, dot -0.812; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.28196282684803, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 1ed83b08 to history. Total: 3 th(0)=9.28196282684803;dx=-2.221267263445573E-6 New Minimum: 9.28196282684803 > 7.8533512353897095 END: th(1871488.617712673)=7.8533512353897095; dx=-9.596270265812095E-7 evalInputDelta=1.4286115914583206 Fitness changed from 9.28196282684803 to 7.8533512353897095 Iteration 5 complete. Error: 7.8533512353897095 Total: 9.8593; Orientation: 0.7854; Line Search: 6.0223 Iteration 5 ![Iteration 5](etc/1505c422-10f6-4cd0-9afe-673e5efebdca.jpg) Adding measurement 47e1eb00 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.172e+03, gradient 1.131e-03, dot -0.630; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.8533512353897095, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 47e1eb00 to history. Total: 3 th(0)=7.8533512353897095;dx=-1.280239299593807E-6 New Minimum: 7.8533512353897095 > 6.838228031992912 END: th(4032000.0000000014)=6.838228031992912; dx=-6.22333304973773E-8 evalInputDelta=1.0151232033967972 Fitness changed from 7.8533512353897095 to 6.838228031992912 Iteration 6 complete. Error: 6.838228031992912 Total: 10.2365; Orientation: 0.7640; Line Search: 5.8795 Adding measurement 83f602f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.169e+03, gradient 1.125e-03, dot -0.316; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.838228031992912, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 83f602f to history. Total: 3 th(0)=6.838228031992912;dx=-1.2662906588247965E-6 Armijo: th(8686680.670208558)=7.885909005999565; dx=7.675603679351716E-7 evalInputDelta=-1.0476809740066528 New Minimum: 6.838228031992912 > 6.5316465348005295 WOLF (strong): th(4343340.335104279)=6.5316465348005295; dx=4.7508845667549666E-7 evalInputDelta=0.3065814971923828 New Minimum: 6.5316465348005295 > 6.31751948595047 END: th(1447780.1117014263)=6.31751948595047; dx=-2.9735854516266566E-7 evalInputDelta=0.5207085460424423 Fitness changed from 6.838228031992912 to 6.31751948595047 Iteration 7 complete. Error: 6.31751948595047 Total: 16.6252; Orientation: 0.6927; Line Search: 12.9830 Adding measurement 30c22ca5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.640e+03, gradient 7.922e-04, dot -0.440; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.31751948595047, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 30c22ca5 to history. Total: 3 th(0)=6.31751948595047;dx=-6.276099310698544E-7 New Minimum: 6.31751948595047 > 6.031111001968384 WOLF (strong): th(3119147.6961877886)=6.031111001968384; dx=1.2554023058765932E-7 evalInputDelta=0.2864084839820862 New Minimum: 6.031111001968384 > 6.023259654641151 END: th(1559573.8480938943)=6.023259654641151; dx=-1.526672596948655E-7 evalInputDelta=0.29425983130931854 Fitness changed from 6.31751948595047 to 6.023259654641151 Iteration 8 complete. Error: 6.023259654641151 Total: 13.3959; Orientation: 0.7103; Line Search: 9.5873 Adding measurement 4f083a3e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.840e+03, gradient 7.953e-04, dot -0.434; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.023259654641151, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 4f083a3e to history. Total: 3 th(0)=6.023259654641151;dx=-6.324995838727887E-7 New Minimum: 6.023259654641151 > 5.876215174794197 WOLF (strong): th(3360000.0000000014)=5.876215174794197; dx=1.0156289721686782E-7 evalInputDelta=0.14704447984695435 New Minimum: 5.876215174794197 > 5.839124321937561 END: th(1680000.0000000007)=5.839124321937561; dx=-1.4292930741332998E-8 evalInputDelta=0.1841353327035904 Fitness changed from 6.023259654641151 to 5.839124321937561 Iteration 9 complete. Error: 5.839124321937561 Total: 12.8753; Orientation: 0.6844; Line Search: 9.1113 Adding measurement 3d95cfb9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.827e+03, gradient 8.843e-04, dot -0.385; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.839124321937561, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 3d95cfb9 to history. Total: 3 th(0)=5.839124321937561;dx=-7.819999796745544E-7 Armijo: th(3619450.279253566)=6.289288744330406; dx=5.602421221787899E-7 evalInputDelta=-0.45016442239284515 New Minimum: 5.839124321937561 > 5.797810137271881 WOLF (strong): th(1809725.139626783)=5.797810137271881; dx=4.220461189568697E-7 evalInputDelta=0.04131418466567993 New Minimum: 5.797810137271881 > 5.688126876950264 END: th(603241.7132089277)=5.688126876950264; dx=-2.1217666768754704E-7 evalInputDelta=0.15099744498729706 Fitness changed from 5.839124321937561 to 5.688126876950264 Iteration 10 complete. Error: 5.688126876950264 Total: 16.2830; Orientation: 0.6933; Line Search: 11.9893 Iteration 10 ![Iteration 10](etc/a8c2b467-afea-4539-8b24-04188691f884.jpg) Adding measurement 2753c1de to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.956e+03, gradient 5.713e-04, dot -0.549; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.688126876950264, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 2753c1de to history. Total: 3 th(0)=5.688126876950264;dx=-3.263333559344956E-7 New Minimum: 5.688126876950264 > 5.542214050889015 END: th(1299644.8734115786)=5.542214050889015; dx=-1.717627844377713E-7 evalInputDelta=0.14591282606124878 Fitness changed from 5.688126876950264 to 5.542214050889015 Iteration 11 complete. Error: 5.542214050889015 Total: 10.2053; Orientation: 0.6924; Line Search: 5.9154 Adding measurement 752b0442 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.971e+03, gradient 5.627e-04, dot -0.536; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.542214050889015, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 752b0442 to history. Total: 3 th(0)=5.542214050889015;dx=-3.1663314787296404E-7 New Minimum: 5.542214050889015 > 5.481244295835495 WOLF (strong): th(2800000.0000000014)=5.481244295835495; dx=8.721710973556522E-8 evalInputDelta=0.0609697550535202 New Minimum: 5.481244295835495 > 5.444563552737236 END: th(1400000.0000000007)=5.444563552737236; dx=-6.848813666688882E-9 evalInputDelta=0.09765049815177917 Fitness changed from 5.542214050889015 to 5.444563552737236 Iteration 12 complete. Error: 5.444563552737236 Total: 13.2846; Orientation: 0.6682; Line Search: 9.5435 Adding measurement 5e003ea4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.975e+03, gradient 7.444e-04, dot -0.396; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.444563552737236, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 5e003ea4 to history. Total: 3 th(0)=5.444563552737236;dx=-5.541238767098275E-7 Armijo: th(3016208.566044639)=5.501201286911964; dx=1.988805031423492E-7 evalInputDelta=-0.056637734174728394 New Minimum: 5.444563552737236 > 5.375137895345688 WOLF (strong): th(1508104.2830223194)=5.375137895345688; dx=1.2425218023443912E-7 evalInputDelta=0.06942565739154816 New Minimum: 5.375137895345688 > 5.356496587395668 END: th(502701.4276741065)=5.356496587395668; dx=-1.5292853282608392E-7 evalInputDelta=0.088066965341568 Fitness changed from 5.444563552737236 to 5.356496587395668 Iteration 13 complete. Error: 5.356496587395668 Total: 16.4951; Orientation: 0.6869; Line Search: 12.7560 Adding measurement 6248127d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.989e+03, gradient 4.435e-04, dot -0.621; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.356496587395668, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 6248127d to history. Total: 3 th(0)=5.356496587395668;dx=-1.9672125285905705E-7 New Minimum: 5.356496587395668 > 5.267455086112022 END: th(1083037.3945096491)=5.267455086112022; dx=-1.3628562782439753E-7 evalInputDelta=0.08904150128364563 Fitness changed from 5.356496587395668 to 5.267455086112022 Iteration 14 complete. Error: 5.267455086112022 Total: 9.8159; Orientation: 0.7143; Line Search: 6.1315 Adding measurement 40f60a7d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.992e+03, gradient 4.260e-04, dot -0.621; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.267455086112022, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 40f60a7d to history. Total: 3 th(0)=5.267455086112022;dx=-1.8148051883458205E-7 New Minimum: 5.267455086112022 > 5.131320551037788 END: th(2333333.333333335)=5.131320551037788; dx=-7.955392382750935E-8 evalInputDelta=0.136134535074234 Fitness changed from 5.267455086112022 to 5.131320551037788 Iteration 15 complete. Error: 5.131320551037788 Total: 10.3285; Orientation: 0.7189; Line Search: 6.6837 Iteration 15 ![Iteration 15](etc/d555c098-749c-41ab-8de3-f224aa4dd3dc.jpg) Adding measurement 7fcbd6ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.897e+03, gradient 5.344e-04, dot -0.458; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.131320551037788, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 7fcbd6ac to history. Total: 3 th(0)=5.131320551037788;dx=-2.8555211589402444E-7 Armijo: th(5027014.276741066)=5.420794576406479; dx=2.5549862973043847E-7 evalInputDelta=-0.2894740253686905 New Minimum: 5.131320551037788 > 5.127629414200783 WOLF (strong): th(2513507.138370533)=5.127629414200783; dx=1.6963762398265932E-7 evalInputDelta=0.0036911368370056152 New Minimum: 5.127629414200783 > 5.058848097920418 END: th(837835.7127901777)=5.058848097920418; dx=-6.202851309119306E-8 evalInputDelta=0.0724724531173706 Fitness changed from 5.131320551037788 to 5.058848097920418 Iteration 16 complete. Error: 5.058848097920418 Total: 15.9250; Orientation: 0.6930; Line Search: 12.2750 Adding measurement 393e6584 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.945e+03, gradient 4.355e-04, dot -0.541; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.058848097920418, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 393e6584 to history. Total: 3 th(0)=5.058848097920418;dx=-1.8966499849830106E-7 New Minimum: 5.058848097920418 > 4.991960853338242 END: th(1805062.3241827488)=4.991960853338242; dx=-5.280418735484761E-9 evalInputDelta=0.06688724458217621 Fitness changed from 5.058848097920418 to 4.991960853338242 Iteration 17 complete. Error: 4.991960853338242 Total: 11.0990; Orientation: 0.6833; Line Search: 6.3172 Adding measurement 77a5c1ff to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.831e+03, gradient 6.388e-04, dot -0.363; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.991960853338242, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 77a5c1ff to history. Total: 3 th(0)=4.991960853338242;dx=-4.080219820297601E-7 Armijo: th(3888888.8888888923)=5.50728677213192; dx=4.3566801527991917E-7 evalInputDelta=-0.5153259187936783 Armijo: th(1944444.4444444461)=5.080247327685356; dx=3.7849037501014553E-7 evalInputDelta=-0.08828647434711456 New Minimum: 4.991960853338242 > 4.923415094614029 END: th(648148.1481481487)=4.923415094614029; dx=-1.2146142459646082E-8 evalInputDelta=0.06854575872421265 Fitness changed from 4.991960853338242 to 4.923415094614029 Iteration 18 complete. Error: 4.923415094614029 Total: 15.9807; Orientation: 0.6548; Line Search: 12.5142 Adding measurement 35fa8890 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.902e+03, gradient 4.207e-04, dot -0.515; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.923415094614029, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 35fa8890 to history. Total: 3 th(0)=4.923415094614029;dx=-1.7699795471160953E-7 New Minimum: 4.923415094614029 > 4.868637830018997 END: th(1396392.8546502963)=4.868637830018997; dx=-2.2800463457481262E-8 evalInputDelta=0.05477726459503174 Fitness changed from 4.923415094614029 to 4.868637830018997 Iteration 19 complete. Error: 4.868637830018997 Total: 9.7482; Orientation: 0.6754; Line Search: 6.0628 Adding measurement 23206369 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.857e+03, gradient 5.290e-04, dot -0.407; [7afb9154-f953-48a8-b2a2-af0864a3a580 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.868637830018997, 11.87355974316597, 12.77061128616333, 13.364936083555222 LBFGS Accumulation History: 3 points Removed measurement 23206369 to history. Total: 3 th(0)=4.868637830018997;dx=-2.798358217047648E-7 Armijo: th(3008437.2069712486)=5.069809541106224; dx=2.938669773356165E-7 evalInputDelta=-0.20117171108722687 Armijo: th(1504218.6034856243)=4.87030665576458; dx=1.9435921418612576E-7 evalInputDelta=-0.0016688257455825806 New Minimum: 4.868637830018997 > 4.8252225667238235 END: th(501406.20116187475)=4.8252225667238235; dx=-6.546418606483543E-8 evalInputDelta=0.043415263295173645 Fitness changed from 4.868637830018997 to 4.8252225667238235 Iteration 20 complete. Error: 4.8252225667238235 Total: 15.9844; Orientation: 0.6910; Line Search: 11.9451 Iteration 20 ![Iteration 20](etc/c111677e-6110-41e1-ba4f-b3bb25b9362f.jpg) Final threshold in iteration 21: 4.8252225667238235 (> -Infinity) after 273.859s (< 5400.000s)