Reset training subject: 12679881038806 Reset training subject: 12694907638223 Adding measurement 2ee4bb8a to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.388948366045952;dx=-4.465929541477457E-7 New Minimum: 8.388948366045952 > 8.388947948813438 WOLFE (weak): th(2.154434690031884)=8.388947948813438; dx=-4.464527682244279E-7 evalInputDelta=4.172325134277344E-7 New Minimum: 8.388947948813438 > 8.388947017490864 WOLFE (weak): th(4.308869380063768)=8.388947017490864; dx=-4.464523694880991E-7 evalInputDelta=1.3485550880432129E-6 New Minimum: 8.388947017490864 > 8.388941682875156 WOLFE (weak): th(12.926608140191302)=8.388941682875156; dx=-4.46452558660919E-7 evalInputDelta=6.683170795440674E-6 New Minimum: 8.388941682875156 > 8.388920307159424 WOLFE (weak): th(51.70643256076521)=8.388920307159424; dx=-4.464445934586526E-7 evalInputDelta=2.8058886528015137E-5 New Minimum: 8.388920307159424 > 8.388807624578476 WOLFE (weak): th(258.53216280382605)=8.388807624578476; dx=-4.464488356610781E-7 evalInputDelta=1.407414674758911E-4 New Minimum: 8.388807624578476 > 8.388103939592838 WOLFE (weak): th(1551.1929768229563)=8.388103939592838; dx=-4.4634526414719786E-7 evalInputDelta=8.444264531135559E-4 New Minimum: 8.388103939592838 > 8.383039347827435 WOLFE (weak): th(10858.350837760694)=8.383039347827435; dx=-4.458523708139275E-7 evalInputDelta=0.0059090182185173035 New Minimum: 8.383039347827435 > 8.341535054147243 WOLFE (weak): th(86866.80670208555)=8.341535054147243; dx=-4.4119626344718904E-7 evalInputDelta=0.047413311898708344 New Minimum: 8.341535054147243 > 7.985336095094681 END: th(781801.26031877)=7.985336095094681; dx=-3.9153844162517E-7 evalInputDelta=0.40361227095127106 Fitness changed from 8.388948366045952 to 7.985336095094681 Iteration 1 complete. Error: 7.985336095094681 Total: 186.4526; Orientation: 0.0724; Line Search: 141.6929 Iteration 1 ![Iteration 1](etc/a0f6b816-567e-4477-b19b-939be08090af.jpg) Adding measurement 4d047ec2 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.985336095094681;dx=-3.721464869775846E-7 New Minimum: 7.985336095094681 > 7.299667961895466 END: th(1684339.7559414052)=7.299667961895466; dx=-2.947813922936193E-7 evalInputDelta=0.6856681331992149 Fitness changed from 7.985336095094681 to 7.299667961895466 Iteration 2 complete. Error: 7.299667961895466 Total: 44.8236; Orientation: 0.0688; Line Search: 31.3512 Iteration 2 ![Iteration 2](etc/d063b0dc-fa55-4b03-9ca9-8f6fc079d264.jpg) Adding measurement 7bc8292d to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.299667961895466;dx=-2.8825532089926495E-7 New Minimum: 7.299667961895466 > 6.235171124339104 END: th(3628800.0)=6.235171124339104; dx=-2.029939541677707E-7 evalInputDelta=1.0644968375563622 Fitness changed from 7.299667961895466 to 6.235171124339104 Iteration 3 complete. Error: 6.235171124339104 Total: 43.0869; Orientation: 0.0689; Line Search: 29.0299 Iteration 3 ![Iteration 3](etc/9e3822bb-0b8d-449f-ac86-124ad566debf.jpg) Adding measurement 505a4ddd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.184e+04, gradient 4.532e-04, dot -0.857; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.235171124339104, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 505a4ddd to history. Total: 3 th(0)=6.235171124339104;dx=-2.054323356388098E-7 New Minimum: 6.235171124339104 > 4.831314451992512 END: th(7818012.6031877)=4.831314451992512; dx=-1.1088389710920028E-7 evalInputDelta=1.403856672346592 Fitness changed from 6.235171124339104 to 4.831314451992512 Iteration 4 complete. Error: 4.831314451992512 Total: 46.1479; Orientation: 1.6300; Line Search: 28.7991 Iteration 4 ![Iteration 4](etc/c0fbd310-9317-47c5-8808-46b6ba0f6770.jpg) Adding measurement 283c77a4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.943e+03, gradient 3.624e-04, dot -0.702; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.831314451992512, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 283c77a4 to history. Total: 3 th(0)=4.831314451992512;dx=-1.3134575012968822E-7 New Minimum: 4.831314451992512 > 3.297367110848427 END: th(1.684339755941405E7)=3.297367110848427; dx=-4.639316109643584E-8 evalInputDelta=1.533947341144085 Fitness changed from 4.831314451992512 to 3.297367110848427 Iteration 5 complete. Error: 3.297367110848427 Total: 47.5102; Orientation: 1.6902; Line Search: 29.1002 Iteration 5 ![Iteration 5](etc/3c0d58bd-bf13-4155-a3b6-ad66668c1ac8.jpg) Adding measurement 57c9a2a0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.465e+03, gradient 3.012e-04, dot -0.508; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.297367110848427, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 57c9a2a0 to history. Total: 3 th(0)=3.297367110848427;dx=-9.072386222150573E-8 New Minimum: 3.297367110848427 > 2.2028296142816544 WOLF (strong): th(3.6288E7)=2.2028296142816544; dx=4.3179209014737205E-9 evalInputDelta=1.0945374965667725 END: th(1.8144E7)=2.284062162041664; dx=-2.4701208493666013E-8 evalInputDelta=1.0133049488067627 Fitness changed from 3.297367110848427 to 2.2028296142816544 Iteration 6 complete. Error: 2.2028296142816544 Total: 63.1153; Orientation: 1.6114; Line Search: 45.5835 Adding measurement 39b6f695 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.064e+03, gradient 3.432e-04, dot -0.254; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.2028296142816544, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 39b6f695 to history. Total: 3 th(0)=2.2028296142816544;dx=-1.1780283759126166E-7 New Minimum: 2.2028296142816544 > 2.1748554036021233 WOLF (strong): th(3.90900630159385E7)=2.1748554036021233; dx=4.666190912063785E-8 evalInputDelta=0.027974210679531097 New Minimum: 2.1748554036021233 > 1.415063850581646 WOLF (strong): th(1.954503150796925E7)=1.415063850581646; dx=2.5918744249456123E-9 evalInputDelta=0.7877657637000084 END: th(6515010.502656416)=1.668800175189972; dx=-4.150476306266834E-8 evalInputDelta=0.5340294390916824 Fitness changed from 2.2028296142816544 to 1.415063850581646 Iteration 7 complete. Error: 1.415063850581646 Total: 74.4604; Orientation: 1.6023; Line Search: 58.8106 Adding measurement 40565007 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.085e+03, gradient 2.273e-04, dot -0.293; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.415063850581646, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 40565007 to history. Total: 3 th(0)=1.415063850581646;dx=-5.168188871728921E-8 New Minimum: 1.415063850581646 > 0.9694202095270157 END: th(1.4036164632845044E7)=0.9694202095270157; dx=-1.6158878200960502E-8 evalInputDelta=0.4456436410546303 Fitness changed from 1.415063850581646 to 0.9694202095270157 Iteration 8 complete. Error: 0.9694202095270157 Total: 44.6916; Orientation: 1.6105; Line Search: 28.1466 Adding measurement 317d9ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.300e+03, gradient 1.834e-04, dot -0.370; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9694202095270157, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 317d9ac to history. Total: 3 th(0)=0.9694202095270157;dx=-3.362688142485861E-8 New Minimum: 0.9694202095270157 > 0.9297793358564377 WOLF (strong): th(3.0240000000000004E7)=0.9297793358564377; dx=1.2942970285899766E-8 evalInputDelta=0.039640873670578 New Minimum: 0.9297793358564377 > 0.7361426204442978 END: th(1.5120000000000002E7)=0.7361426204442978; dx=-2.619363313081735E-10 evalInputDelta=0.2332775890827179 Fitness changed from 0.9694202095270157 to 0.7361426204442978 Iteration 9 complete. Error: 0.7361426204442978 Total: 58.8354; Orientation: 1.5972; Line Search: 43.1762 Adding measurement 7a4a2b77 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.467e+03, gradient 2.255e-04, dot -0.278; [33d09f8d-18f8-4a60-9678-18557360556a = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7361426204442978, 7.299667961895466, 7.985336095094681, 8.388948366045952 LBFGS Accumulation History: 3 points Removed measurement 7a4a2b77 to history. Total: 3 th(0)=0.7361426204442978;dx=-5.086904892586743E-8 New Minimum: 0.7361426204442978 > 0.6877256482839584 WOLF (strong): th(3.2575052513282087E7)=0.6877256482839584; dx=1.9285294521226864E-8 evalInputDelta=0.048416972160339355 New Minimum: 0.6877256482839584 > 0.5424972996115685 END: th(1.6287526256641043E7)=0.5424972996115685; dx=-6.802679430941311E-9 evalInputDelta=0.19364532083272934 Fitness changed from 0.7361426204442978 to 0.5424972996115685 Iteration 10 complete. Error: 0.5424972996115685 Total: 59.1880; Orientation: 1.5942; Line Search: 42.9211 Iteration 10 ![Iteration 10](etc/bfab10e3-4e6c-4352-a0ae-f301deb6a0ac.jpg) Final threshold in iteration 11: 0.5424972996115685 (> -Infinity) after 668.746s (< 3600.000s)