Reset training subject: 16719622539410
Reset training subject: 16773784893174
Adding measurement 521caca6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=11.218630492687225;dx=-3.34648730549053E-5
New Minimum: 11.218630492687225 > 11.218551449477673
WOLFE (weak): th(2.154434690031884)=11.218551449477673; dx=-3.344038876642749E-5 evalInputDelta=7.904320955276489E-5
New Minimum: 11.218551449477673 > 11.218476206064224
WOLFE (weak): th(4.308869380063768)=11.218476206064224; dx=-3.344438588946015E-5 evalInputDelta=1.5428662300109863E-4
New Minimum: 11.218476206064224 > 11.218168206512928
WOLFE (weak): th(12.926608140191302)=11.218168206512928; dx=-3.3440889720085785E-5 evalInputDelta=4.6228617429733276E-4
New Minimum: 11.218168206512928 > 11.216784343123436
WOLFE (weak): th(51.70643256076521)=11.216784343123436; dx=-3.342855810877303E-5 evalInputDelta=0.0018461495637893677
New Minimum: 11.216784343123436 > 11.209410443902016
WOLFE (weak): th(258.53216280382605)=11.209410443902016; dx=-3.3368201228712536E-5 evalInputDelta=0.009220048785209656
New Minimum: 11.209410443902016 > 11.16358906775713
WOLFE (weak): th(1551.1929768229563)=11.16358906775713; dx=-3.304259116754314E-5 evalInputDelta=0.05504142493009567
New Minimum: 11.16358906775713 > 10.847419310361147
WOLFE (weak): th(10858.350837760694)=10.847419310361147; dx=-3.062130201445237E-5 evalInputDelta=0.3712111823260784
New Minimum: 10.847419310361147 > 9.138094443827868
END: th(86866.80670208555)=9.138094443827868; dx=-1.2834530094721896E-5 evalInputDelta=2.080536048859358
Fitness changed from 11.218630492687225 to 9.138094443827868
Iteration 1 complete. Error: 9.138094443827868 Total: 654.3045; Orientation: 0.1225; Line Search: 490.8123
Adding measurement 1b73908d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.138094443827868;dx=-1.1373970560611437E-5
New Minimum: 9.138094443827868 > 7.712942253798246
END: th(187148.86177126726)=7.712942253798246; dx=-3.6674295547075945E-6 evalInputDelta=1.4251521900296211
Fitness changed from 9.138094443827868 to 7.712942253798246
Iteration 2 complete. Error: 7.712942253798246 Total: 164.0413; Orientation: 0.1217; Line Search: 108.9764
Adding measurement 1d109049 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.712942253798246;dx=-5.805136002351738E-6
New Minimum: 7.712942253798246 > 6.763056594878435
END: th(403200.00000000006)=6.763056594878435; dx=-1.5840686930232009E-7 evalInputDelta=0.9498856589198112
Fitness changed from 7.712942253798246 to 6.763056594878435
Iteration 3 complete. Error: 6.763056594878435 Total: 164.3307; Orientation: 0.1219; Line Search: 109.1108
Adding measurement 6d609c21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.235e+02, gradient 2.592e-03, dot -0.531; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.763056594878435, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 6d609c21 to history. Total: 3
th(0)=6.763056594878435;dx=-6.716340365859483E-6
Armijo: th(868668.0670208557)=8.041386313736439; dx=3.201246649498498E-6 evalInputDelta=-1.2783297188580036
New Minimum: 6.763056594878435 > 6.564190253615379
WOLF (strong): th(434334.03351042786)=6.564190253615379; dx=2.6519186281557196E-6 evalInputDelta=0.1988663412630558
New Minimum: 6.564190253615379 > 6.170990746468306
END: th(144778.01117014262)=6.170990746468306; dx=-1.3171853945545347E-6 evalInputDelta=0.5920658484101295
Fitness changed from 6.763056594878435 to 6.170990746468306
Iteration 4 complete. Error: 6.170990746468306 Total: 276.7821; Orientation: 3.2236; Line Search: 218.5460
Adding measurement 1997fcc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.645e+02, gradient 1.670e-03, dot -0.601; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.170990746468306, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 1997fcc0 to history. Total: 3
th(0)=6.170990746468306;dx=-2.7864665417033533E-6
New Minimum: 6.170990746468306 > 5.743401952087879
END: th(311914.76961877884)=5.743401952087879; dx=-1.680215697302373E-7 evalInputDelta=0.4275887943804264
Fitness changed from 6.170990746468306 to 5.743401952087879
Iteration 5 complete. Error: 5.743401952087879 Total: 167.1694; Orientation: 3.3986; Line Search: 108.9559
Adding measurement 1d3ed687 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.347e+03, gradient 1.988e-03, dot -0.536; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.743401952087879, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 1d3ed687 to history. Total: 3
th(0)=5.743401952087879;dx=-3.949848516955604E-6
Armijo: th(672000.0000000002)=7.181709986180067; dx=4.1033736097948894E-6 evalInputDelta=-1.4383080340921879
Armijo: th(336000.0000000001)=5.809188198298216; dx=2.914642181819244E-6 evalInputDelta=-0.06578624621033669
New Minimum: 5.743401952087879 > 5.470935184508562
END: th(112000.00000000004)=5.470935184508562; dx=-7.539635326001736E-7 evalInputDelta=0.2724667675793171
Fitness changed from 5.743401952087879 to 5.470935184508562
Iteration 6 complete. Error: 5.470935184508562 Total: 276.5414; Orientation: 3.7198; Line Search: 217.9578
Adding measurement 43d84dab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.217e+03, gradient 1.264e-03, dot -0.677; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.470935184508562, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 43d84dab to history. Total: 3
th(0)=5.470935184508562;dx=-1.5970187641650876E-6
New Minimum: 5.470935184508562 > 5.2370937541127205
END: th(241296.68528357107)=5.2370937541127205; dx=-3.985605058631176E-7 evalInputDelta=0.2338414303958416
Fitness changed from 5.470935184508562 to 5.2370937541127205
Iteration 7 complete. Error: 5.2370937541127205 Total: 167.2913; Orientation: 3.2154; Line Search: 109.0490
Adding measurement 5cbdee97 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.380e+03, gradient 1.494e-03, dot -0.581; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.2370937541127205, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 5cbdee97 to history. Total: 3
th(0)=5.2370937541127205;dx=-2.2298590973783347E-6
Armijo: th(519857.9493646315)=5.730182949453592; dx=2.6119020708100418E-6 evalInputDelta=-0.4930891953408718
New Minimum: 5.2370937541127205 > 5.15963464602828
WOLF (strong): th(259928.97468231575)=5.15963464602828; dx=1.2014425489451969E-6 evalInputDelta=0.07745910808444023
New Minimum: 5.15963464602828 > 5.1005338951945305
END: th(86642.99156077192)=5.1005338951945305; dx=-8.1392938096398E-7 evalInputDelta=0.13655985891819
Fitness changed from 5.2370937541127205 to 5.1005338951945305
Iteration 8 complete. Error: 5.1005338951945305 Total: 276.2338; Orientation: 3.1881; Line Search: 218.1046
Adding measurement 872d179 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.291e+03, gradient 1.004e-03, dot -0.744; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.1005338951945305, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 872d179 to history. Total: 3
th(0)=5.1005338951945305;dx=-1.0078620185488242E-6
New Minimum: 5.1005338951945305 > 4.938402142375708
END: th(186666.66666666677)=4.938402142375708; dx=-7.092418308325385E-7 evalInputDelta=0.16213175281882286
Fitness changed from 5.1005338951945305 to 4.938402142375708
Iteration 9 complete. Error: 4.938402142375708 Total: 167.3814; Orientation: 3.2123; Line Search: 109.0295
Adding measurement 1356848f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.337e+03, gradient 9.870e-04, dot -0.725; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.938402142375708, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 1356848f to history. Total: 3
th(0)=4.938402142375708;dx=-9.735419357037004E-7
New Minimum: 4.938402142375708 > 4.716706149280071
END: th(402161.1421392852)=4.716706149280071; dx=-2.675696667610652E-7 evalInputDelta=0.22169599309563637
Fitness changed from 4.938402142375708 to 4.716706149280071
Iteration 10 complete. Error: 4.716706149280071 Total: 166.8999; Orientation: 3.4019; Line Search: 108.6628
Adding measurement 52ad1dbe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.196e+03, gradient 1.336e-03, dot -0.495; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.716706149280071, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 52ad1dbe to history. Total: 3
th(0)=4.716706149280071;dx=-1.7848157471072597E-6
Armijo: th(866429.9156077193)=5.630718879401684; dx=1.5789802478880167E-6 evalInputDelta=-0.9140127301216125
Armijo: th(433214.95780385967)=4.8490579798817635; dx=1.474800258855147E-6 evalInputDelta=-0.1323518306016922
New Minimum: 4.716706149280071 > 4.573917616158724
END: th(144404.98593461988)=4.573917616158724; dx=-1.6703264171971075E-7 evalInputDelta=0.14278853312134743
Fitness changed from 4.716706149280071 to 4.573917616158724
Iteration 11 complete. Error: 4.573917616158724 Total: 276.4605; Orientation: 3.2068; Line Search: 218.2453
Adding measurement 573fb16a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.387e+03, gradient 1.052e-03, dot -0.607; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.573917616158724, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 573fb16a to history. Total: 3
th(0)=4.573917616158724;dx=-1.1058857356556523E-6
New Minimum: 4.573917616158724 > 4.5079604759812355
WOLF (strong): th(311111.1111111113)=4.5079604759812355; dx=5.174462746527751E-7 evalInputDelta=0.06595714017748833
New Minimum: 4.5079604759812355 > 4.473616871982813
END: th(155555.55555555565)=4.473616871982813; dx=-1.8420745775989546E-7 evalInputDelta=0.10030074417591095
Fitness changed from 4.573917616158724 to 4.473616871982813
Iteration 12 complete. Error: 4.473616871982813 Total: 221.3168; Orientation: 3.3647; Line Search: 163.0764
Adding measurement 47602099 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.253e+03, gradient 9.767e-04, dot -0.592; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.473616871982813, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 47602099 to history. Total: 3
th(0)=4.473616871982813;dx=-9.534363131726189E-7
New Minimum: 4.473616871982813 > 4.421706687659025
WOLF (strong): th(335134.285116071)=4.421706687659025; dx=4.324468150155925E-7 evalInputDelta=0.05191018432378769
New Minimum: 4.421706687659025 > 4.385575536638498
END: th(167567.1425580355)=4.385575536638498; dx=-1.2224799649155988E-7 evalInputDelta=0.08804133534431458
Fitness changed from 4.473616871982813 to 4.385575536638498
Iteration 13 complete. Error: 4.385575536638498 Total: 221.5850; Orientation: 3.3452; Line Search: 163.4631
Adding measurement 70a6ff74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.413e+03, gradient 9.935e-04, dot -0.599; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.385575536638498, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 70a6ff74 to history. Total: 3
th(0)=4.385575536638498;dx=-9.86377078392978E-7
Armijo: th(361012.4648365497)=4.385804943740368; dx=7.374179357745403E-7 evalInputDelta=-2.2940710186958313E-4
New Minimum: 4.385575536638498 > 4.303884990513325
WOLF (strong): th(180506.23241827486)=4.303884990513325; dx=3.864606789031973E-8 evalInputDelta=0.08169054612517357
END: th(60168.744139424954)=4.335904471576214; dx=-6.088175052453257E-7 evalInputDelta=0.04967106506228447
Fitness changed from 4.385575536638498 to 4.303884990513325
Iteration 14 complete. Error: 4.303884990513325 Total: 276.4036; Orientation: 3.3503; Line Search: 218.2172
Adding measurement 27c79d77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.238e+03, gradient 1.058e-03, dot -0.518; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.303884990513325, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 27c79d77 to history. Total: 3
th(0)=4.303884990513325;dx=-1.1186483036953147E-6
New Minimum: 4.303884990513325 > 4.224249005317688
END: th(129629.62962962972)=4.224249005317688; dx=-9.992430696964514E-8 evalInputDelta=0.07963598519563675
Fitness changed from 4.303884990513325 to 4.224249005317688
Iteration 15 complete. Error: 4.224249005317688 Total: 167.3740; Orientation: 3.1923; Line Search: 109.1545
Adding measurement 137b72bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.381e+03, gradient 8.342e-04, dot -0.644; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.224249005317688, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 137b72bf to history. Total: 3
th(0)=4.224249005317688;dx=-6.955254657304037E-7
New Minimum: 4.224249005317688 > 4.148742772638798
WOLF (strong): th(279278.5709300592)=4.148742772638798; dx=8.085200487805725E-8 evalInputDelta=0.07550623267889023
END: th(139639.2854650296)=4.157861914485693; dx=-2.540689259653983E-7 evalInputDelta=0.06638709083199501
Fitness changed from 4.224249005317688 to 4.148742772638798
Iteration 16 complete. Error: 4.148742772638798 Total: 221.3524; Orientation: 3.3312; Line Search: 163.2090
Adding measurement 338ab472 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.190e+03, gradient 1.230e-03, dot -0.431; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.148742772638798, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 338ab472 to history. Total: 3
th(0)=4.148742772638798;dx=-1.5133367981499984E-6
Armijo: th(300843.7206971248)=4.218395035713911; dx=1.4249307018166073E-6 evalInputDelta=-0.0696522630751133
New Minimum: 4.148742772638798 > 4.062889322638512
WOLF (strong): th(150421.8603485624)=4.062889322638512; dx=3.3485031688279674E-7 evalInputDelta=0.0858534500002861
END: th(50140.62011618746)=4.086280297487974; dx=-8.538620738084145E-7 evalInputDelta=0.06246247515082359
Fitness changed from 4.148742772638798 to 4.062889322638512
Iteration 17 complete. Error: 4.062889322638512 Total: 276.1227; Orientation: 3.1920; Line Search: 217.9793
Adding measurement 24090a5a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.419e+03, gradient 9.859e-04, dot -0.531; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.062889322638512, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 24090a5a to history. Total: 3
th(0)=4.062889322638512;dx=-9.714009771841276E-7
New Minimum: 4.062889322638512 > 3.996644001454115
END: th(108024.69135802478)=3.996644001454115; dx=-2.3325507671522357E-7 evalInputDelta=0.06624532118439674
Fitness changed from 4.062889322638512 to 3.996644001454115
Iteration 18 complete. Error: 3.996644001454115 Total: 167.2231; Orientation: 3.3398; Line Search: 108.8839
Adding measurement 2f4935c7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.275e+03, gradient 6.717e-04, dot -0.674; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.996644001454115, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement 2f4935c7 to history. Total: 3
th(0)=3.996644001454115;dx=-4.5097434836787267E-7
New Minimum: 3.996644001454115 > 3.920889727771282
END: th(232732.14244171605)=3.920889727771282; dx=-2.207363496612187E-7 evalInputDelta=0.07575427368283272
Fitness changed from 3.996644001454115 to 3.920889727771282
Iteration 19 complete. Error: 3.920889727771282 Total: 167.1551; Orientation: 3.1762; Line Search: 109.0519
Adding measurement e4cff7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.322e+03, gradient 7.551e-04, dot -0.601; [9056d768-d6b5-42a9-a058-22ec1df3c74d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.920889727771282, 7.712942253798246, 9.138094443827868, 11.218630492687225
LBFGS Accumulation History: 3 points
Removed measurement e4cff7a to history. Total: 3
th(0)=3.920889727771282;dx=-5.697984178240105E-7
New Minimum: 3.920889727771282 > 3.9049816355109215
WOLF (strong): th(501406.20116187475)=3.9049816355109215; dx=2.8448709303837585E-7 evalInputDelta=0.015908092260360718
New Minimum: 3.9049816355109215 > 3.8606223054230213
WOLF (strong): th(250703.10058093737)=3.8606223054230213; dx=2.3483939285890167E-9 evalInputDelta=0.06026742234826088
END: th(83567.7001936458)=3.8826485574245453; dx=-3.219815322374602E-7 evalInputDelta=0.03824117034673691
Fitness changed from 3.920889727771282 to 3.8606223054230213
Iteration 20 complete. Error: 3.8606223054230213 Total: 276.6925; Orientation: 3.3236; Line Search: 218.4438
Final threshold in iteration 21: 3.8606223054230213 (> -Infinity) after 4752.662s (< 5400.000s)
