Reset training subject: 29418396265700
Reset training subject: 29448945394200
Adding measurement 677661b8 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.8181340843439102;dx=-1.5294833703657806E-5
New Minimum: 1.8181340843439102 > 1.8181177601218224
WOLFE (weak): th(2.154434690031884)=1.8181177601218224; dx=-1.4968601749876529E-5 evalInputDelta=1.6324222087860107E-5
New Minimum: 1.8181177601218224 > 1.818101704120636
WOLFE (weak): th(4.308869380063768)=1.818101704120636; dx=-1.4968465507292735E-5 evalInputDelta=3.238022327423096E-5
New Minimum: 1.818101704120636 > 1.8180372081696987
WOLFE (weak): th(12.926608140191302)=1.8180372081696987; dx=-1.4967545132077802E-5 evalInputDelta=9.687617421150208E-5
New Minimum: 1.8180372081696987 > 1.817747075110674
WOLFE (weak): th(51.70643256076521)=1.817747075110674; dx=-1.4963804428783375E-5 evalInputDelta=3.8700923323631287E-4
New Minimum: 1.817747075110674 > 1.8162001110613346
WOLFE (weak): th(258.53216280382605)=1.8162001110613346; dx=-1.495478846692018E-5 evalInputDelta=0.0019339732825756073
New Minimum: 1.8162001110613346 > 1.8065525516867638
WOLFE (weak): th(1551.1929768229563)=1.8065525516867638; dx=-1.4895034250450619E-5 evalInputDelta=0.011581532657146454
New Minimum: 1.8065525516867638 > 1.7381940484046936
WOLFE (weak): th(10858.350837760694)=1.7381940484046936; dx=-1.446232468810112E-5 evalInputDelta=0.07994003593921661
New Minimum: 1.7381940484046936 > 1.2887390181422234
END: th(86866.80670208555)=1.2887390181422234; dx=-9.112051704806955E-6 evalInputDelta=0.5293950662016869
Fitness changed from 1.8181340843439102 to 1.2887390181422234
Iteration 1 complete. Error: 1.2887390181422234 Total: 396.9328; Orientation: 0.0139; Line Search: 299.3040
Adding measurement c26a4cf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.2887390181422234;dx=-9.283817358556344E-6
New Minimum: 1.2887390181422234 > 0.6775437295436859
END: th(187148.86177126726)=0.6775437295436859; dx=-4.015554811206012E-6 evalInputDelta=0.6111952885985374
Fitness changed from 1.2887390181422234 to 0.6775437295436859
Iteration 2 complete. Error: 0.6775437295436859 Total: 97.9360; Orientation: 0.0117; Line Search: 64.0553
Adding measurement 64467ff5 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6775437295436859;dx=-6.089918496554107E-6
New Minimum: 0.6775437295436859 > 0.14853522181510925
END: th(403200.00000000006)=0.14853522181510925; dx=-5.986995528033934E-7 evalInputDelta=0.5290085077285767
Fitness changed from 0.6775437295436859 to 0.14853522181510925
Iteration 3 complete. Error: 0.14853522181510925 Total: 99.4699; Orientation: 0.0120; Line Search: 65.7478
Adding measurement 98999e4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.305e+03, gradient 2.489e-03, dot -0.498; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.14853522181510925, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 98999e4 to history. Total: 3
th(0)=0.14853522181510925;dx=-6.193763789538553E-6
Armijo: th(868668.0670208557)=0.47940586134791374; dx=2.7915503675886232E-6 evalInputDelta=-0.3308706395328045
New Minimum: 0.14853522181510925 > -0.03428136184811592
WOLF (strong): th(434334.03351042786)=-0.03428136184811592; dx=1.6612447800899614E-6 evalInputDelta=0.18281658366322517
New Minimum: -0.03428136184811592 > -0.1106446236371994
END: th(144778.01117014262)=-0.1106446236371994; dx=-1.3266235221953545E-6 evalInputDelta=0.25917984545230865
Fitness changed from 0.14853522181510925 to -0.1106446236371994
Iteration 4 complete. Error: -0.1106446236371994 Total: 162.0060; Orientation: 0.1942; Line Search: 128.0555
Adding measurement 7224e4ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.044e+03, gradient 1.607e-03, dot -0.553; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1106446236371994, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 7224e4ee to history. Total: 3
th(0)=-0.1106446236371994;dx=-2.5816309171116447E-6
New Minimum: -0.1106446236371994 > -0.3237767294049263
END: th(311914.76961877884)=-0.3237767294049263; dx=-3.6240659337234404E-7 evalInputDelta=0.2131321057677269
Fitness changed from -0.1106446236371994 to -0.3237767294049263
Iteration 5 complete. Error: -0.3237767294049263 Total: 96.4782; Orientation: 0.1934; Line Search: 64.4962
Adding measurement 365ef615 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.560e+03, gradient 1.798e-03, dot -0.532; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3237767294049263, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 365ef615 to history. Total: 3
th(0)=-0.3237767294049263;dx=-3.2345343940188894E-6
Armijo: th(672000.0000000002)=-0.16351759806275368; dx=1.8207641447535268E-6 evalInputDelta=-0.16025913134217262
New Minimum: -0.3237767294049263 > -0.4175325408577919
WOLF (strong): th(336000.0000000001)=-0.4175325408577919; dx=1.0151361325244479E-6 evalInputDelta=0.0937558114528656
New Minimum: -0.4175325408577919 > -0.4404844045639038
END: th(112000.00000000004)=-0.4404844045639038; dx=-1.0342734628885243E-6 evalInputDelta=0.11670767515897751
Fitness changed from -0.3237767294049263 to -0.4404844045639038
Iteration 6 complete. Error: -0.4404844045639038 Total: 165.1072; Orientation: 0.2009; Line Search: 132.4395
Adding measurement e4a2131 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.393e+03, gradient 1.087e-03, dot -0.719; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4404844045639038, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement e4a2131 to history. Total: 3
th(0)=-0.4404844045639038;dx=-1.1809469269649456E-6
New Minimum: -0.4404844045639038 > -0.5608947351574898
END: th(241296.68528357107)=-0.5608947351574898; dx=-8.168066330002344E-7 evalInputDelta=0.12041033059358597
Fitness changed from -0.4404844045639038 to -0.5608947351574898
Iteration 7 complete. Error: -0.5608947351574898 Total: 98.6942; Orientation: 0.1916; Line Search: 66.0305
Adding measurement 3d99c7e4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.373e+03, gradient 1.004e-03, dot -0.711; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5608947351574898, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 3d99c7e4 to history. Total: 3
th(0)=-0.5608947351574898;dx=-1.008190741284774E-6
New Minimum: -0.5608947351574898 > -0.718948420137167
END: th(519857.9493646315)=-0.718948420137167; dx=-3.5825120886394826E-7 evalInputDelta=0.1580536849796772
Fitness changed from -0.5608947351574898 to -0.718948420137167
Iteration 8 complete. Error: -0.718948420137167 Total: 96.8654; Orientation: 0.1939; Line Search: 63.1447
Adding measurement 70cb004d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.383e+03, gradient 1.248e-03, dot -0.521; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.718948420137167, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 70cb004d to history. Total: 3
th(0)=-0.718948420137167;dx=-1.5579106605174648E-6
Armijo: th(1120000.0000000007)=-0.39638477191329; dx=1.2588623839231413E-6 evalInputDelta=-0.32256364822387695
New Minimum: -0.718948420137167 > -0.7239659242331982
WOLF (strong): th(560000.0000000003)=-0.7239659242331982; dx=9.386755010665125E-7 evalInputDelta=0.005017504096031189
New Minimum: -0.7239659242331982 > -0.8062958158552647
END: th(186666.66666666677)=-0.8062958158552647; dx=-2.949316779797996E-7 evalInputDelta=0.08734739571809769
Fitness changed from -0.718948420137167 to -0.8062958158552647
Iteration 9 complete. Error: -0.8062958158552647 Total: 159.1953; Orientation: 0.1841; Line Search: 127.9946
Adding measurement 1cba7c23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.370e+03, gradient 9.589e-04, dot -0.617; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8062958158552647, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 1cba7c23 to history. Total: 3
th(0)=-0.8062958158552647;dx=-9.194760598286357E-7
New Minimum: -0.8062958158552647 > -0.8765558861196041
WOLF (strong): th(402161.1421392852)=-0.8765558861196041; dx=3.777790694765558E-8 evalInputDelta=0.07026007026433945
END: th(201080.5710696426)=-0.8667086362838745; dx=-2.7770268550501153E-7 evalInputDelta=0.06041282042860985
Fitness changed from -0.8062958158552647 to -0.8765558861196041
Iteration 10 complete. Error: -0.8765558861196041 Total: 133.2859; Orientation: 0.1835; Line Search: 99.1528
Adding measurement 3191341a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.459e+03, gradient 1.252e-03, dot -0.477; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8765558861196041, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 3191341a to history. Total: 3
th(0)=-0.8765558861196041;dx=-1.5679536307055147E-6
New Minimum: -0.8765558861196041 > -0.9145042933523655
WOLF (strong): th(433214.95780385967)=-0.9145042933523655; dx=7.438077644183548E-7 evalInputDelta=0.03794840723276138
New Minimum: -0.9145042933523655 > -0.9627978503704071
END: th(216607.47890192983)=-0.9627978503704071; dx=-2.3229885912354573E-8 evalInputDelta=0.086241964250803
Fitness changed from -0.8765558861196041 to -0.9627978503704071
Iteration 11 complete. Error: -0.9627978503704071 Total: 131.3186; Orientation: 0.1940; Line Search: 97.6028
Adding measurement 1dce72a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.360e+03, gradient 8.827e-04, dot -0.589; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9627978503704071, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 1dce72a0 to history. Total: 3
th(0)=-0.9627978503704071;dx=-7.792437630377619E-7
New Minimum: -0.9627978503704071 > -1.0133835412561893
WOLF (strong): th(466666.66666666704)=-1.0133835412561893; dx=2.8113282867112836E-7 evalInputDelta=0.05058569088578224
New Minimum: -1.0133835412561893 > -1.0198744386434555
END: th(233333.33333333352)=-1.0198744386434555; dx=-1.9252359086193944E-7 evalInputDelta=0.0570765882730484
Fitness changed from -0.9627978503704071 to -1.0198744386434555
Iteration 12 complete. Error: -1.0198744386434555 Total: 129.7177; Orientation: 0.1879; Line Search: 97.1042
Adding measurement 738eb5af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.462e+03, gradient 8.185e-04, dot -0.625; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0198744386434555, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 738eb5af to history. Total: 3
th(0)=-1.0198744386434555;dx=-6.699617600002063E-7
New Minimum: -1.0198744386434555 > -1.06157948076725
WOLF (strong): th(502701.4276741066)=-1.06157948076725; dx=1.232031695513837E-7 evalInputDelta=0.041705042123794556
New Minimum: -1.06157948076725 > -1.0654373355209827
END: th(251350.7138370533)=-1.0654373355209827; dx=-9.899114500520117E-8 evalInputDelta=0.04556289687752724
Fitness changed from -1.0198744386434555 to -1.0654373355209827
Iteration 13 complete. Error: -1.0654373355209827 Total: 123.4525; Orientation: 0.1858; Line Search: 93.5884
Adding measurement 591e514 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.475e+03, gradient 8.791e-04, dot -0.570; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0654373355209827, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 591e514 to history. Total: 3
th(0)=-1.0654373355209827;dx=-7.727409553389518E-7
New Minimum: -1.0654373355209827 > -1.0763931646943092
WOLF (strong): th(541518.6972548247)=-1.0763931646943092; dx=3.105865151952589E-7 evalInputDelta=0.010955829173326492
New Minimum: -1.0763931646943092 > -1.1071893386542797
WOLF (strong): th(270759.34862741234)=-1.1071893386542797; dx=8.919499373614765E-8 evalInputDelta=0.04175200313329697
END: th(90253.11620913744)=-1.0941895470023155; dx=-4.7389146442818805E-7 evalInputDelta=0.02875221148133278
Fitness changed from -1.0654373355209827 to -1.1071893386542797
Iteration 14 complete. Error: -1.1071893386542797 Total: 162.1485; Orientation: 0.1843; Line Search: 130.4441
Adding measurement 25453dfd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.500e+03, gradient 9.666e-04, dot -0.511; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1071893386542797, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 25453dfd to history. Total: 3
th(0)=-1.1071893386542797;dx=-9.342288678150897E-7
New Minimum: -1.1071893386542797 > -1.1541085205972195
WOLF (strong): th(194444.4444444446)=-1.1541085205972195; dx=2.2170218322649106E-9 evalInputDelta=0.04691918194293976
END: th(97222.2222222223)=-1.1427337415516376; dx=-5.013837171523248E-7 evalInputDelta=0.03554440289735794
Fitness changed from -1.1071893386542797 to -1.1541085205972195
Iteration 15 complete. Error: -1.1541085205972195 Total: 123.7939; Orientation: 0.1904; Line Search: 92.9159
Adding measurement 56bd2256 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.465e+03, gradient 7.561e-04, dot -0.605; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1541085205972195, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 56bd2256 to history. Total: 3
th(0)=-1.1541085205972195;dx=-5.717077812445145E-7
New Minimum: -1.1541085205972195 > -1.1898070834577084
END: th(209458.92819754445)=-1.1898070834577084; dx=-1.0059696232513072E-7 evalInputDelta=0.03569856286048889
Fitness changed from -1.1541085205972195 to -1.1898070834577084
Iteration 16 complete. Error: -1.1898070834577084 Total: 99.7424; Orientation: 0.1878; Line Search: 67.2557
Adding measurement 3ed98505 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.509e+03, gradient 7.440e-04, dot -0.606; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1898070834577084, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 3ed98505 to history. Total: 3
th(0)=-1.1898070834577084;dx=-5.535333993563883E-7
New Minimum: -1.1898070834577084 > -1.2134751491248608
WOLF (strong): th(451265.58104568726)=-1.2134751491248608; dx=1.4084948622776746E-7 evalInputDelta=0.023668065667152405
New Minimum: -1.2134751491248608 > -1.2212739400565624
END: th(225632.79052284363)=-1.2212739400565624; dx=-3.7611071316385624E-8 evalInputDelta=0.031466856598854065
Fitness changed from -1.1898070834577084 to -1.2212739400565624
Iteration 17 complete. Error: -1.2212739400565624 Total: 127.7879; Orientation: 0.1888; Line Search: 95.7111
Adding measurement 4054876f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.522e+03, gradient 7.871e-04, dot -0.565; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2212739400565624, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 4054876f to history. Total: 3
th(0)=-1.2212739400565624;dx=-6.19567415017736E-7
New Minimum: -1.2212739400565624 > -1.2291933298110962
WOLF (strong): th(486111.1111111116)=-1.2291933298110962; dx=2.618868773067328E-7 evalInputDelta=0.007919389754533768
New Minimum: -1.2291933298110962 > -1.2525972463190556
WOLF (strong): th(243055.5555555558)=-1.2525972463190556; dx=7.784395645771156E-8 evalInputDelta=0.031323306262493134
END: th(81018.5185185186)=-1.2421581894159317; dx=-3.9518681918736303E-7 evalInputDelta=0.020884249359369278
Fitness changed from -1.2212739400565624 to -1.2525972463190556
Iteration 18 complete. Error: -1.2525972463190556 Total: 158.9210; Orientation: 0.1854; Line Search: 126.0963
Adding measurement 303cdc07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.540e+03, gradient 8.522e-04, dot -0.517; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2525972463190556, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 303cdc07 to history. Total: 3
th(0)=-1.2525972463190556;dx=-7.261765038650874E-7
New Minimum: -1.2525972463190556 > -1.286139689385891
END: th(174549.10683128706)=-1.286139689385891; dx=-1.9378760381112973E-8 evalInputDelta=0.0335424430668354
Fitness changed from -1.2525972463190556 to -1.286139689385891
Iteration 19 complete. Error: -1.286139689385891 Total: 94.7389; Orientation: 0.1926; Line Search: 62.3756
Adding measurement 41cdbaa6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.511e+03, gradient 6.588e-04, dot -0.627; [24f0bcee-f8fa-496c-9106-fc43ed2c5fb0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.286139689385891, 0.6775437295436859, 1.2887390181422234, 1.8181340843439102
LBFGS Accumulation History: 3 points
Removed measurement 41cdbaa6 to history. Total: 3
th(0)=-1.286139689385891;dx=-4.3401555316895574E-7
New Minimum: -1.286139689385891 > -1.3143633380532265
WOLF (strong): th(376054.65087140613)=-1.3143633380532265; dx=7.083584769296827E-8 evalInputDelta=0.02822364866733551
END: th(188027.32543570307)=-1.3129611313343048; dx=-1.2851718846826867E-7 evalInputDelta=0.02682144194841385
Fitness changed from -1.286139689385891 to -1.3143633380532265
Iteration 20 complete. Error: -1.3143633380532265 Total: 130.4488; Orientation: 0.1851; Line Search: 97.4880
Final threshold in iteration 21: -1.3143633380532265 (> -Infinity) after 2788.041s (< 5400.000s)
