Reset training subject: 1096621512362
Reset training subject: 1102858190256
Adding measurement 112918f to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.839372427202761;dx=-3.081694036555558E-5
New Minimum: 8.839372427202761 > 8.839297083206475
WOLFE (weak): th(2.154434690031884)=8.839297083206475; dx=-3.2101026505977266E-5 evalInputDelta=7.534399628639221E-5
New Minimum: 8.839297083206475 > 8.83922179415822
WOLFE (weak): th(4.308869380063768)=8.83922179415822; dx=-3.2437974898695586E-5 evalInputDelta=1.506330445408821E-4
New Minimum: 8.83922179415822 > 8.83891985565424
WOLFE (weak): th(12.926608140191302)=8.83891985565424; dx=-3.23945351530789E-5 evalInputDelta=4.525715485215187E-4
New Minimum: 8.83891985565424 > 8.837555264122784
WOLFE (weak): th(51.70643256076521)=8.837555264122784; dx=-3.241793169160822E-5 evalInputDelta=0.0018171630799770355
New Minimum: 8.837555264122784 > 8.830207125283778
WOLFE (weak): th(258.53216280382605)=8.830207125283778; dx=-3.3062294184516296E-5 evalInputDelta=0.00916530191898346
New Minimum: 8.830207125283778 > 8.781214178539813
WOLFE (weak): th(1551.1929768229563)=8.781214178539813; dx=-3.648248779125389E-5 evalInputDelta=0.05815824866294861
New Minimum: 8.781214178539813 > 8.364103969186544
WOLFE (weak): th(10858.350837760694)=8.364103969186544; dx=-4.068277209963439E-5 evalInputDelta=0.47526845801621675
New Minimum: 8.364103969186544 > 6.8761459439992905
END: th(86866.80670208555)=6.8761459439992905; dx=-9.712172920600725E-6 evalInputDelta=1.9632264832034707
Fitness changed from 8.839372427202761 to 6.8761459439992905
Iteration 1 complete. Error: 6.8761459439992905 Total: 31.4518; Orientation: 0.0241; Line Search: 20.4669
Adding measurement 19de0058 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.8761459439992905;dx=-5.432047008225238E-5
New Minimum: 6.8761459439992905 > 4.749446719884872
END: th(187148.86177126726)=4.749446719884872; dx=-3.9292485808171065E-6 evalInputDelta=2.126699224114418
Fitness changed from 6.8761459439992905 to 4.749446719884872
Iteration 2 complete. Error: 4.749446719884872 Total: 6.9309; Orientation: 0.0056; Line Search: 4.6560
Adding measurement f151ab6 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.749446719884872;dx=-1.558221709406821E-5
New Minimum: 4.749446719884872 > 2.5943561494350433
END: th(403200.00000000006)=2.5943561494350433; dx=-1.8321186879766884E-6 evalInputDelta=2.155090570449829
Fitness changed from 4.749446719884872 to 2.5943561494350433
Iteration 3 complete. Error: 2.5943561494350433 Total: 7.1462; Orientation: 0.0040; Line Search: 4.4754
Adding measurement 1e2d974c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.199e+03, gradient 2.136e-03, dot -0.407; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5943561494350433, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 1e2d974c to history. Total: 3
th(0)=2.5943561494350433;dx=-4.5534099574667456E-6
Armijo: th(868668.0670208557)=2.791915327310562; dx=2.9981975617233207E-6 evalInputDelta=-0.1975591778755188
New Minimum: 2.5943561494350433 > 1.8234966546297073
WOLF (strong): th(434334.03351042786)=1.8234966546297073; dx=7.39258155701658E-7 evalInputDelta=0.770859494805336
END: th(144778.01117014262)=2.0555430501699448; dx=-2.401574479501758E-6 evalInputDelta=0.5388130992650986
Fitness changed from 2.5943561494350433 to 1.8234966546297073
Iteration 4 complete. Error: 1.8234966546297073 Total: 11.2682; Orientation: 0.0553; Line Search: 8.9835
Adding measurement 7765c833 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.279e+02, gradient 4.224e-03, dot -0.607; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8234966546297073, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 7765c833 to history. Total: 3
th(0)=1.8234966546297073;dx=-1.7824533489775194E-5
Armijo: th(311914.76961877884)=1.9150890931487083; dx=1.9460788585232818E-6 evalInputDelta=-0.09159243851900101
New Minimum: 1.8234966546297073 > 1.5247630774974823
WOLF (strong): th(155957.38480938942)=1.5247630774974823; dx=2.4046805527677454E-6 evalInputDelta=0.29873357713222504
New Minimum: 1.5247630774974823 > 1.3727489858865738
END: th(51985.79493646314)=1.3727489858865738; dx=-1.8444438195088352E-6 evalInputDelta=0.45074766874313354
Fitness changed from 1.8234966546297073 to 1.3727489858865738
Iteration 5 complete. Error: 1.3727489858865738 Total: 11.2340; Orientation: 0.1194; Line Search: 8.8709
Adding measurement 68345095 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.684e+02, gradient 1.319e-03, dot -0.458; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3727489858865738, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 68345095 to history. Total: 3
th(0)=1.3727489858865738;dx=-1.733136022150568E-6
New Minimum: 1.3727489858865738 > 1.191145896911621
END: th(112000.00000000004)=1.191145896911621; dx=-1.3588056481325731E-6 evalInputDelta=0.1816030889749527
Fitness changed from 1.3727489858865738 to 1.191145896911621
Iteration 6 complete. Error: 1.191145896911621 Total: 6.8270; Orientation: 0.0413; Line Search: 4.5309
Adding measurement 646136ba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.186e+02, gradient 1.159e-03, dot -0.523; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.191145896911621, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 646136ba to history. Total: 3
th(0)=1.191145896911621;dx=-1.3437273202643318E-6
New Minimum: 1.191145896911621 > 0.9018312320113182
END: th(241296.68528357107)=0.9018312320113182; dx=-9.440504028942123E-7 evalInputDelta=0.2893146649003029
Fitness changed from 1.191145896911621 to 0.9018312320113182
Iteration 7 complete. Error: 0.9018312320113182 Total: 7.4005; Orientation: 0.0404; Line Search: 4.4514
Adding measurement 1103ab5e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.237e+02, gradient 1.014e-03, dot -0.532; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9018312320113182, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 1103ab5e to history. Total: 3
th(0)=0.9018312320113182;dx=-1.0275740025355269E-6
New Minimum: 0.9018312320113182 > 0.48843206465244293
END: th(519857.9493646315)=0.48843206465244293; dx=-5.786128186171941E-7 evalInputDelta=0.4133991673588753
Fitness changed from 0.9018312320113182 to 0.48843206465244293
Iteration 8 complete. Error: 0.48843206465244293 Total: 6.7123; Orientation: 0.0390; Line Search: 4.4415
Adding measurement 3d95cef6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.399e+02, gradient 1.046e-03, dot -0.481; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.48843206465244293, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 3d95cef6 to history. Total: 3
th(0)=0.48843206465244293;dx=-1.090804757648394E-6
Armijo: th(1120000.0000000007)=0.5292567908763885; dx=2.9638536705016055E-7 evalInputDelta=-0.04082472622394562
New Minimum: 0.48843206465244293 > 0.32868193835020065
WOLF (strong): th(560000.0000000003)=0.32868193835020065; dx=2.9515931279523736E-7 evalInputDelta=0.15975012630224228
END: th(186666.66666666677)=0.3314836174249649; dx=-5.038096636215802E-7 evalInputDelta=0.15694844722747803
Fitness changed from 0.48843206465244293 to 0.32868193835020065
Iteration 9 complete. Error: 0.32868193835020065 Total: 11.2222; Orientation: 0.0458; Line Search: 8.9061
Adding measurement 6c3f77d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.594e+02, gradient 2.420e-03, dot -0.370; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.32868193835020065, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 6c3f77d1 to history. Total: 3
th(0)=0.32868193835020065;dx=-5.835484581582301E-6
Armijo: th(402161.1421392852)=0.519082635641098; dx=1.6375652628207618E-6 evalInputDelta=-0.19040069729089737
New Minimum: 0.32868193835020065 > 0.16370432823896408
WOLF (strong): th(201080.5710696426)=0.16370432823896408; dx=1.3957944491056228E-6 evalInputDelta=0.16497761011123657
New Minimum: 0.16370432823896408 > 0.09829159080982208
END: th(67026.85702321421)=0.09829159080982208; dx=-1.24204706321798E-6 evalInputDelta=0.23039034754037857
Fitness changed from 0.32868193835020065 to 0.09829159080982208
Iteration 10 complete. Error: 0.09829159080982208 Total: 11.1761; Orientation: 0.0372; Line Search: 8.8847
Adding measurement 5f0a782a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.720e+02, gradient 9.022e-04, dot -0.448; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.09829159080982208, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 5f0a782a to history. Total: 3
th(0)=0.09829159080982208;dx=-8.132379532750003E-7
New Minimum: 0.09829159080982208 > -0.006398409605026245
END: th(144404.9859346199)=-0.006398409605026245; dx=-5.76713672081291E-7 evalInputDelta=0.10469000041484833
Fitness changed from 0.09829159080982208 to -0.006398409605026245
Iteration 11 complete. Error: -0.006398409605026245 Total: 6.7854; Orientation: 0.0996; Line Search: 4.4795
Adding measurement 606112e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.575e+02, gradient 7.579e-04, dot -0.545; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.006398409605026245, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 606112e to history. Total: 3
th(0)=-0.006398409605026245;dx=-5.739683426100775E-7
New Minimum: -0.006398409605026245 > -0.1681595966219902
END: th(311111.11111111136)=-0.1681595966219902; dx=-4.209058681284689E-7 evalInputDelta=0.16176118701696396
Fitness changed from -0.006398409605026245 to -0.1681595966219902
Iteration 12 complete. Error: -0.1681595966219902 Total: 7.6324; Orientation: 0.0418; Line Search: 5.3016
Adding measurement 64a18ebd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.817e+02, gradient 7.221e-04, dot -0.517; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1681595966219902, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 64a18ebd to history. Total: 3
th(0)=-0.1681595966219902;dx=-5.20580049990146E-7
New Minimum: -0.1681595966219902 > -0.38784193992614746
END: th(670268.5702321421)=-0.38784193992614746; dx=-1.909494527343718E-7 evalInputDelta=0.21968234330415726
Fitness changed from -0.1681595966219902 to -0.38784193992614746
Iteration 13 complete. Error: -0.38784193992614746 Total: 6.8572; Orientation: 0.0366; Line Search: 4.4579
Adding measurement 41589d45 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.010e+03, gradient 1.067e-03, dot -0.431; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.38784193992614746, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 41589d45 to history. Total: 3
th(0)=-0.38784193992614746;dx=-1.1363980321743629E-6
Armijo: th(1444049.859346199)=3.6502960473299026; dx=4.573087840804948E-6 evalInputDelta=-4.03813798725605
Armijo: th(722024.9296730995)=0.5452937930822372; dx=3.3260213438766766E-6 evalInputDelta=-0.9331357330083847
New Minimum: -0.38784193992614746 > -0.4856935665011406
WOLF (strong): th(240674.97655769985)=-0.4856935665011406; dx=4.71423354269206E-7 evalInputDelta=0.09785162657499313
END: th(60168.74413942496)=-0.4500090405344963; dx=-8.108211026298976E-7 evalInputDelta=0.062167100608348846
Fitness changed from -0.38784193992614746 to -0.4856935665011406
Iteration 14 complete. Error: -0.4856935665011406 Total: 13.4140; Orientation: 0.0389; Line Search: 11.1439
Adding measurement 6b4f8fc1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.642e+02, gradient 1.208e-03, dot -0.263; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4856935665011406, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 6b4f8fc1 to history. Total: 3
th(0)=-0.4856935665011406;dx=-1.4567849256855133E-6
New Minimum: -0.4856935665011406 > -0.5723366439342499
WOLF (strong): th(129629.62962962974)=-0.5723366439342499; dx=1.2026391744220823E-8 evalInputDelta=0.08664307743310928
END: th(64814.81481481487)=-0.5537783652544022; dx=-5.934592042057607E-7 evalInputDelta=0.06808479875326157
Fitness changed from -0.4856935665011406 to -0.5723366439342499
Iteration 15 complete. Error: -0.5723366439342499 Total: 8.9420; Orientation: 0.0356; Line Search: 6.7049
Adding measurement 26841793 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.219e+02, gradient 6.577e-04, dot -0.558; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5723366439342499, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 26841793 to history. Total: 3
th(0)=-0.5723366439342499;dx=-4.3082840980100126E-7
New Minimum: -0.5723366439342499 > -0.6246513053774834
END: th(139639.28546502962)=-0.6246513053774834; dx=-2.76887537669518E-7 evalInputDelta=0.05231466144323349
Fitness changed from -0.5723366439342499 to -0.6246513053774834
Iteration 16 complete. Error: -0.6246513053774834 Total: 6.6684; Orientation: 0.0391; Line Search: 4.4158
Adding measurement 5290cc2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.823e+02, gradient 5.697e-04, dot -0.554; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6246513053774834, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 5290cc2b to history. Total: 3
th(0)=-0.6246513053774834;dx=-3.2444335293558415E-7
New Minimum: -0.6246513053774834 > -0.7147409580647945
END: th(300843.72069712484)=-0.7147409580647945; dx=-2.5788890019615215E-7 evalInputDelta=0.09008965268731117
Fitness changed from -0.6246513053774834 to -0.7147409580647945
Iteration 17 complete. Error: -0.7147409580647945 Total: 7.6085; Orientation: 0.0361; Line Search: 5.3483
Adding measurement 273c0f65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.749e+02, gradient 5.609e-04, dot -0.596; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7147409580647945, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 273c0f65 to history. Total: 3
th(0)=-0.7147409580647945;dx=-3.143636205022309E-7
New Minimum: -0.7147409580647945 > -0.8382487148046494
END: th(648148.1481481488)=-0.8382487148046494; dx=-6.867310476415557E-8 evalInputDelta=0.12350775673985481
Fitness changed from -0.7147409580647945 to -0.8382487148046494
Iteration 18 complete. Error: -0.8382487148046494 Total: 6.7428; Orientation: 0.0410; Line Search: 4.4403
Adding measurement 7b9f6ec3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.474e+02, gradient 1.103e-03, dot -0.249; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8382487148046494, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 7b9f6ec3 to history. Total: 3
th(0)=-0.8382487148046494;dx=-1.2115201871301547E-6
Armijo: th(1396392.8546502965)=0.3834621161222458; dx=8.091318574703311E-7 evalInputDelta=-1.2217108309268951
Armijo: th(698196.4273251483)=-0.3725936636328697; dx=1.1276230193137575E-6 evalInputDelta=-0.46565505117177963
New Minimum: -0.8382487148046494 > -0.8700592443346977
WOLF (strong): th(232732.14244171607)=-0.8700592443346977; dx=6.079554015643902E-7 evalInputDelta=0.03181052953004837
New Minimum: -0.8700592443346977 > -0.8911412060260773
END: th(58183.03561042902)=-0.8911412060260773; dx=-5.676186888925918E-7 evalInputDelta=0.05289249122142792
Fitness changed from -0.8382487148046494 to -0.8911412060260773
Iteration 19 complete. Error: -0.8911412060260773 Total: 13.6317; Orientation: 0.0378; Line Search: 11.3791
Adding measurement 1d08c823 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.735e+02, gradient 6.107e-04, dot -0.421; [a853c12f-7691-4c2c-9896-02610226232f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8911412060260773, 4.749446719884872, 6.8761459439992905, 8.839372427202761
LBFGS Accumulation History: 3 points
Removed measurement 1d08c823 to history. Total: 3
th(0)=-0.8911412060260773;dx=-3.721710599013581E-7
New Minimum: -0.8911412060260773 > -0.928233414888382
END: th(125351.5502904687)=-0.928233414888382; dx=-2.0056010006724971E-7 evalInputDelta=0.03709220886230469
Fitness changed from -0.8911412060260773 to -0.928233414888382
Iteration 20 complete. Error: -0.928233414888382 Total: 6.9083; Orientation: 0.2344; Line Search: 4.4518
Final threshold in iteration 21: -0.928233414888382 (> -Infinity) after 196.561s (< 5400.000s)
