Reset training subject: 924548964099200 Reset training subject: 924550137888000 Adding measurement 32081bce to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.5561771243810654;dx=-2.3419830064770995E-6 New Minimum: 2.5561771243810654 > 2.556176394224167 WOLFE (weak): th(2.154434690031884)=2.556176394224167; dx=-2.3419918225295823E-6 evalInputDelta=7.301568984985352E-7 New Minimum: 2.556176394224167 > 2.5561761520802975 WOLFE (weak): th(4.308869380063768)=2.5561761520802975; dx=-2.3418784624298315E-6 evalInputDelta=9.723007678985596E-7 New Minimum: 2.5561761520802975 > 2.5561742186546326 WOLFE (weak): th(12.926608140191302)=2.5561742186546326; dx=-2.340037076513394E-6 evalInputDelta=2.905726432800293E-6 New Minimum: 2.5561742186546326 > 2.5561655201017857 WOLFE (weak): th(51.70643256076521)=2.5561655201017857; dx=-2.3422672716511155E-6 evalInputDelta=1.1604279279708862E-5 New Minimum: 2.5561655201017857 > 2.5561195835471153 WOLFE (weak): th(258.53216280382605)=2.5561195835471153; dx=-2.3385574988190725E-6 evalInputDelta=5.7540833950042725E-5 New Minimum: 2.5561195835471153 > 2.5558279268443584 WOLFE (weak): th(1551.1929768229563)=2.5558279268443584; dx=-2.3316596388291495E-6 evalInputDelta=3.4919753670692444E-4 New Minimum: 2.5558279268443584 > 2.553836289793253 WOLFE (weak): th(10858.350837760694)=2.553836289793253; dx=-2.275480606197862E-6 evalInputDelta=0.0023408345878124237 New Minimum: 2.553836289793253 > 2.5464802905917168 END: th(86866.80670208555)=2.5464802905917168; dx=-1.5810864220262568E-6 evalInputDelta=0.009696833789348602 Fitness changed from 2.5561771243810654 to 2.5464802905917168 Iteration 1 complete. Error: 2.5464802905917168 Total: 13.6489; Orientation: 0.0082; Line Search: 10.3688 Iteration 1 ![Iteration 1](etc/10439062-47f1-493f-9e3e-6f02eb08be44.jpg) Adding measurement 15cdbd34 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.5464802905917168;dx=-2.457064618014277E-6 Armijo: th(187148.86177126726)=2.5506925024092197; dx=-1.0782849229489588E-6 evalInputDelta=-0.0042122118175029755 New Minimum: 2.5464802905917168 > 2.541206367313862 END: th(93574.43088563363)=2.541206367313862; dx=-1.5901697463736059E-6 evalInputDelta=0.005273923277854919 Fitness changed from 2.5464802905917168 to 2.541206367313862 Iteration 2 complete. Error: 2.541206367313862 Total: 4.3821; Orientation: 0.0080; Line Search: 3.2712 Iteration 2 ![Iteration 2](etc/deb5875c-f3d5-43db-93a3-31f70bd52518.jpg) Adding measurement 65f607fc to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.541206367313862;dx=-2.8892061593256416E-6 Armijo: th(201600.00000000003)=2.5742437839508057; dx=-9.88569584059421E-7 evalInputDelta=-0.03303741663694382 Armijo: th(100800.00000000001)=2.546779666095972; dx=-1.5801406794168046E-6 evalInputDelta=-0.005573298782110214 New Minimum: 2.541206367313862 > 2.540222905576229 END: th(33600.00000000001)=2.540222905576229; dx=-2.10883785193931E-6 evalInputDelta=9.834617376327515E-4 Fitness changed from 2.541206367313862 to 2.540222905576229 Iteration 3 complete. Error: 2.540222905576229 Total: 5.8720; Orientation: 0.0111; Line Search: 4.6701 Iteration 3 ![Iteration 3](etc/be1b8001-cf30-497a-a903-0f62d339f166.jpg) Adding measurement 506dea90 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.470e+02, gradient 1.548e-03, dot -0.884; [c68cc7e5-b1c6-45f2-95a0-f39ba0607d18 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.5561771243810654, 2.5464802905917168, 2.541206367313862, 2.540222905576229 LBFGS Accumulation History: 3 points Removed measurement 32081bce to history. Total: 4 th(0)=2.540222905576229;dx=-2.396725663780679E-6 Armijo: th(72389.00558507131)=2.546663336455822; dx=-1.8644426206926215E-6 evalInputDelta=-0.0064404308795928955 New Minimum: 2.540222905576229 > 2.540031213313341 WOLFE (weak): th(36194.502792535655)=2.540031213313341; dx=-2.2013439780299207E-6 evalInputDelta=1.916922628879547E-4 Armijo: th(54291.75418880348)=2.5441621467471123; dx=-2.0281566183367615E-6 evalInputDelta=-0.003939241170883179 Armijo: th(45243.128490669566)=2.542405940592289; dx=-2.1717614902000975E-6 evalInputDelta=-0.0021830350160598755 Armijo: th(40718.81564160261)=2.5407277643680573; dx=-2.1693252477804633E-6 evalInputDelta=-5.048587918281555E-4 Armijo: th(38456.65921706913)=2.5403718538582325; dx=-2.1906879649003753E-6 evalInputDelta=-1.489482820034027E-4 WOLFE (weak): th(37325.58100480239)=2.540199141949415; dx=-2.2010482474103794E-6 evalInputDelta=2.376362681388855E-5 Armijo: th(37891.120110935764)=2.540284376591444; dx=-2.196901566333024E-6 evalInputDelta=-6.147101521492004E-5 Armijo: th(37608.35055786908)=2.5402412936091423; dx=-2.202084100181742E-6 evalInputDelta=-1.8388032913208008E-5 WOLFE (weak): th(37466.96578133573)=2.540220223367214; dx=-2.202002539891574E-6 evalInputDelta=2.682209014892578E-6 Armijo: th(37537.65816960241)=2.5402307584881783; dx=-2.2013628288033896E-6 evalInputDelta=-7.852911949157715E-6 Armijo: th(37502.31197546907)=2.5402254946529865; dx=-2.201946316484693E-6 evalInputDelta=-2.5890767574310303E-6 Armijo: th(37484.6388784024)=2.540223091840744; dx=-2.202568234948887E-6 evalInputDelta=-1.862645149230957E-7 WOLFE (weak): th(37475.80232986907)=2.5402214154601097; dx=-2.2019998177469657E-6 evalInputDelta=1.4901161193847656E-6 WOLFE (weak): th(37480.220604135735)=2.540222257375717; dx=-2.2026202575271166E-6 evalInputDelta=6.48200511932373E-7 WOLFE (weak): th(37482.429741269065)=2.5402224361896515; dx=-2.2025997837890455E-6 evalInputDelta=4.6938657760620117E-7 WOLFE (weak): th(37483.53430983573)=2.5402226485311985; dx=-2.2025552651451206E-6 evalInputDelta=2.5704503059387207E-7 Armijo: th(37484.08659411907)=2.5402228757739067; dx=-2.2025408662154897E-6 evalInputDelta=2.9802322387695312E-8 Armijo: th(37483.810451977406)=2.5402228757739067; dx=-2.202561603079721E-6 evalInputDelta=2.9802322387695312E-8 mu ~= nu (37483.53430983573): th(36194.502792535655)=2.540031213313341 Fitness changed from 2.540222905576229 to 2.540031213313341 Iteration 4 complete. Error: 2.540031213313341 Total: 25.9611; Orientation: 0.2380; Line Search: 24.6098 Iteration 4 ![Iteration 4](etc/eaa149a6-7e57-48c6-a420-e5ce0fbf58c8.jpg) Adding measurement 2944f797 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.457e+03, gradient 1.612e-03, dot -0.914; [c68cc7e5-b1c6-45f2-95a0-f39ba0607d18 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.5464802905917168, 2.541206367313862, 2.540222905576229, 2.540031213313341 LBFGS Accumulation History: 3 points Removed measurement 15cdbd34 to history. Total: 4 th(0)=2.540031213313341;dx=-2.5973146172022538E-6 Armijo: th(80756.12408721514)=2.553162820637226; dx=-1.9511448956662403E-6 evalInputDelta=-0.013131607323884964 Armijo: th(40378.06204360757)=2.5440592132508755; dx=-2.302282805228273E-6 evalInputDelta=-0.004027999937534332 Armijo: th(13459.354014535857)=2.5420046150684357; dx=-2.5365079285142355E-6 evalInputDelta=-0.001973401755094528 Armijo: th(3364.838503633964)=2.540275316685438; dx=-2.5971996020907476E-6 evalInputDelta=-2.4410337209701538E-4 Armijo: th(672.9677007267928)=2.5400781892240047; dx=-2.5990534661558026E-6 evalInputDelta=-4.6975910663604736E-5 Armijo: th(112.16128345446548)=2.540038824081421; dx=-2.596682750419052E-6 evalInputDelta=-7.6107680797576904E-6 Armijo: th(16.023040493495067)=2.5400323048233986; dx=-2.5972157874532826E-6 evalInputDelta=-1.0915100574493408E-6 New Minimum: 2.540031213313341 > 2.540031176060438 WOLFE (weak): th(2.0028800616868834)=2.540031176060438; dx=-2.5976245641844483E-6 evalInputDelta=3.725290298461914E-8 Armijo: th(9.012960277590976)=2.5400317385792732; dx=-2.597118523656201E-6 evalInputDelta=-5.252659320831299E-7 Armijo: th(5.507920169638929)=2.5400315746665; dx=-2.5972830697954986E-6 evalInputDelta=-3.6135315895080566E-7 Armijo: th(3.755400115662906)=2.540031611919403; dx=-2.59732192407525E-6 evalInputDelta=-3.986060619354248E-7 Armijo: th(2.8791400886748946)=2.5400316268205643; dx=-2.597329237465843E-6 evalInputDelta=-4.1350722312927246E-7 Armijo: th(2.441010075180889)=2.5400314033031464; dx=-2.59761369623025E-6 evalInputDelta=-1.8998980522155762E-7 Armijo: th(2.221945068433886)=2.5400314033031464; dx=-2.5976372375343014E-6 evalInputDelta=-1.8998980522155762E-7 WOLFE (weak): th(2.1124125650603847)=2.540031176060438; dx=-2.5976359909093405E-6 evalInputDelta=3.725290298461914E-8 Armijo: th(2.1671788167471355)=2.540031410753727; dx=-2.5976359187115064E-6 evalInputDelta=-1.9744038581848145E-7 Armijo: th(2.1397956909037603)=2.540031410753727; dx=-2.5976034512806612E-6 evalInputDelta=-1.9744038581848145E-7 WOLFE (weak): th(2.1261041279820727)=2.540031176060438; dx=-2.5976355960589415E-6 evalInputDelta=3.725290298461914E-8 WOLFE (weak): th(2.1329499094429165)=2.540031176060438; dx=-2.597636297147769E-6 evalInputDelta=3.725290298461914E-8 New Minimum: 2.540031176060438 > 2.540031172335148 WOLFE (weak): th(2.1363728001733384)=2.540031172335148; dx=-2.5976365437371914E-6 evalInputDelta=4.0978193283081055E-8 Armijo: th(2.1380842455385496)=2.540031410753727; dx=-2.597628119639342E-6 evalInputDelta=-1.9744038581848145E-7 Armijo: th(2.137228522855944)=2.5400314144790173; dx=-2.597637027854372E-6 evalInputDelta=-2.0116567611694336E-7 Armijo: th(2.1368006615146413)=2.5400314144790173; dx=-2.597637301607288E-6 evalInputDelta=-2.0116567611694336E-7 WOLFE (weak): th(2.13658673084399)=2.540031172335148; dx=-2.5976360422383225E-6 evalInputDelta=4.0978193283081055E-8 Armijo: th(2.1366936961793157)=2.5400314144790173; dx=-2.5976370883942593E-6 evalInputDelta=-2.0116567611694336E-7 Armijo: th(2.1366402135116527)=2.5400314144790173; dx=-2.59763655650236E-6 evalInputDelta=-2.0116567611694336E-7 Armijo: th(2.1366134721778214)=2.540031410753727; dx=-2.5976365851474654E-6 evalInputDelta=-1.9744038581848145E-7 WOLFE (weak): th(2.136600101510906)=2.540031172335148; dx=-2.5976360422383225E-6 evalInputDelta=4.0978193283081055E-8 mu ~= nu (2.136600101510906): th(2.1363728001733384)=2.540031172335148 Fitness changed from 2.540031213313341 to 2.540031172335148 Iteration 5 complete. Error: 2.540031172335148 Total: 35.9362; Orientation: 0.2320; Line Search: 34.5862 Iteration 5 ![Iteration 5](etc/a99510eb-0d5f-4e53-9062-029bc1499cbd.jpg) Adding measurement 5c125a0a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.075e+02, gradient 1.612e-03, dot -0.240; [c68cc7e5-b1c6-45f2-95a0-f39ba0607d18 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.541206367313862, 2.540222905576229, 2.540031213313341, 2.540031172335148 LBFGS Accumulation History: 3 points Removed measurement 65f607fc to history. Total: 4 th(0)=2.540031172335148;dx=-2.598002428084228E-6 Armijo: th(4.603179780535055)=2.540031783282757; dx=-2.5975602133286356E-6 evalInputDelta=-6.109476089477539E-7 Armijo: th(2.3015898902675276)=2.540031597018242; dx=-2.5975473417604706E-6 evalInputDelta=-4.246830940246582E-7 Armijo: th(0.7671966300891758)=2.540031388401985; dx=-2.59800839118337E-6 evalInputDelta=-2.1606683731079102E-7 Armijo: th(0.19179915752229396)=2.5400314033031464; dx=-2.597993187235493E-6 evalInputDelta=-2.3096799850463867E-7 Armijo: th(0.03835983150445879)=2.5400314144790173; dx=-2.597992893223806E-6 evalInputDelta=-2.421438694000244E-7 Armijo: th(0.006393305250743132)=2.540031410753727; dx=-2.5979923168255463E-6 evalInputDelta=-2.384185791015625E-7 Armijo: th(9.133293215347331E-4)=2.5400314144790173; dx=-2.5980028599297786E-6 evalInputDelta=-2.421438694000244E-7 Armijo: th(1.1416616519184164E-4)=2.540031410753727; dx=-2.598002342872184E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(1.2685129465760183E-5)=2.540031172335148; dx=-2.598002428084228E-6 evalInputDelta=0.0 WOLFE (weak): th(6.342564732880091E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(8.879590626032128E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(7.61107767945611E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(8.24533415274412E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(7.928205916100115E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(8.086770034422117E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 Armijo: th(8.007487975261117E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(7.967846945680616E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(7.987667460470866E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 Armijo: th(7.97775720307574E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(7.972802074378178E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 WOLFE (weak): th(7.97527963872696E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(7.97651842090135E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 WOLFE (weak): th(7.975899029814155E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 WOLFE (weak): th(7.976208725357753E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 WOLFE (weak): th(7.976363573129552E-5)=2.540031172335148; dx=-2.5980024106277975E-6 evalInputDelta=0.0 Armijo: th(7.976440997015451E-5)=2.540031410753727; dx=-2.598002152653689E-6 evalInputDelta=-2.384185791015625E-7 mu ~= nu (7.976363573129552E-5): th(0.0)=2.540031172335148 Fitness changed from 2.540031172335148 to 2.540031172335148 Static Iteration Total: 33.5488; Orientation: 0.2456; Line Search: 32.1644 Iteration 6 failed. Error: 2.540031172335148 Previous Error: 0.0 -> 2.540031172335148 Retrying iteration 6 Final threshold in iteration 6: 2.540031172335148 (> -Infinity) after 119.349s (< 720.000s)