Reset training subject: 457803191719900
Reset training subject: 457844004659500
Adding measurement 66d96a64 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.92464966326952;dx=-3.57915444971779E-6
New Minimum: 2.92464966326952 > 2.924645207822323
WOLFE (weak): th(2.154434690031884)=2.924645207822323; dx=-3.571871693117001E-6 evalInputDelta=4.455447196960449E-6
New Minimum: 2.924645207822323 > 2.9246405959129333
WOLFE (weak): th(4.308869380063768)=2.9246405959129333; dx=-3.5717775807046944E-6 evalInputDelta=9.067356586456299E-6
New Minimum: 2.9246405959129333 > 2.9246226400136948
WOLFE (weak): th(12.926608140191302)=2.9246226400136948; dx=-3.563955102409002E-6 evalInputDelta=2.7023255825042725E-5
New Minimum: 2.9246226400136948 > 2.9245409443974495
WOLFE (weak): th(51.70643256076521)=2.9245409443974495; dx=-3.566902021294495E-6 evalInputDelta=1.087188720703125E-4
New Minimum: 2.9245409443974495 > 2.9241054840385914
WOLFE (weak): th(258.53216280382605)=2.9241054840385914; dx=-3.56257854144596E-6 evalInputDelta=5.44179230928421E-4
New Minimum: 2.9241054840385914 > 2.9213852398097515
WOLFE (weak): th(1551.1929768229563)=2.9213852398097515; dx=-3.5657081915196587E-6 evalInputDelta=0.0032644234597682953
New Minimum: 2.9213852398097515 > 2.9018540140241385
WOLFE (weak): th(10858.350837760694)=2.9018540140241385; dx=-3.5525785399555665E-6 evalInputDelta=0.022795649245381355
New Minimum: 2.9018540140241385 > 2.746545335277915
WOLFE (weak): th(86866.80670208555)=2.746545335277915; dx=-3.3909265024495918E-6 evalInputDelta=0.1781043279916048
New Minimum: 2.746545335277915 > 1.895953206345439
END: th(781801.26031877)=1.895953206345439; dx=-9.866426578933818E-7 evalInputDelta=1.0286964569240808
Fitness changed from 2.92464966326952 to 1.895953206345439
Iteration 1 complete. Error: 1.895953206345439 Total: 526.1548; Orientation: 0.0202; Line Search: 405.0410
Adding measurement 13edd10 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.895953206345439;dx=-2.2674725299485986E-6
New Minimum: 1.895953206345439 > 1.2740311417728662
END: th(1684339.7559414052)=1.2740311417728662; dx=-4.532347667626587E-8 evalInputDelta=0.6219220645725727
Fitness changed from 1.895953206345439 to 1.2740311417728662
Iteration 2 complete. Error: 1.2740311417728662 Total: 121.5957; Orientation: 0.0200; Line Search: 81.0172
Adding measurement 783d0d0d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.2740311417728662;dx=-2.0544502948041408E-6
Armijo: th(3628800.0)=1.3531951904296875; dx=5.169327038622482E-7 evalInputDelta=-0.07916404865682125
New Minimum: 1.2740311417728662 > 0.7000063471496105
WOLF (strong): th(1814400.0)=0.7000063471496105; dx=3.350757358523276E-7 evalInputDelta=0.5740247946232557
END: th(604800.0)=0.7360931504517794; dx=-8.853475492392207E-7 evalInputDelta=0.5379379913210869
Fitness changed from 1.2740311417728662 to 0.7000063471496105
Iteration 3 complete. Error: 0.7000063471496105 Total: 201.3737; Orientation: 0.0200; Line Search: 160.4087
Adding measurement 2b8fa40e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.840e+03, gradient 1.303e-03, dot -0.486; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7000063471496105, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 2b8fa40e to history. Total: 3
th(0)=0.7000063471496105;dx=-1.6985646442004302E-6
New Minimum: 0.7000063471496105 > 0.1313135363161564
WOLF (strong): th(1303002.1005312833)=0.1313135363161564; dx=5.683554365946658E-9 evalInputDelta=0.5686928108334541
END: th(651501.0502656417)=0.2355444896966219; dx=-6.953362015748862E-7 evalInputDelta=0.4644618574529886
Fitness changed from 0.7000063471496105 to 0.1313135363161564
Iteration 4 complete. Error: 0.1313135363161564 Total: 162.6695; Orientation: 0.3295; Line Search: 122.1700
Adding measurement 15cba33f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.645e+03, gradient 8.926e-04, dot -0.506; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1313135363161564, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 15cba33f to history. Total: 3
th(0)=0.1313135363161564;dx=-7.966910893903913E-7
New Minimum: 0.1313135363161564 > -0.1918182149529457
END: th(1403616.4632845044)=-0.1918182149529457; dx=-6.48210933568825E-8 evalInputDelta=0.3231317512691021
Fitness changed from 0.1313135363161564 to -0.1918182149529457
Iteration 5 complete. Error: -0.1918182149529457 Total: 121.8043; Orientation: 0.3287; Line Search: 80.9478
Adding measurement ce66908 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.913e+03, gradient 6.950e-04, dot -0.562; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1918182149529457, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement ce66908 to history. Total: 3
th(0)=-0.1918182149529457;dx=-4.823699012279588E-7
New Minimum: -0.1918182149529457 > -0.2458217851817608
WOLF (strong): th(3024000.0)=-0.2458217851817608; dx=2.0563012600935193E-7 evalInputDelta=0.05400357022881508
New Minimum: -0.2458217851817608 > -0.39110324159264565
END: th(1512000.0)=-0.39110324159264565; dx=-7.876917008856876E-9 evalInputDelta=0.19928502663969994
Fitness changed from -0.1918182149529457 to -0.39110324159264565
Iteration 6 complete. Error: -0.39110324159264565 Total: 162.0242; Orientation: 0.3289; Line Search: 121.1845
Adding measurement 4b34f0ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.119e+03, gradient 6.483e-04, dot -0.550; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.39110324159264565, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 4b34f0ec to history. Total: 3
th(0)=-0.39110324159264565;dx=-4.203150208095013E-7
Armijo: th(3257505.2513282085)=-0.3029594011604786; dx=2.1024956308596598E-7 evalInputDelta=-0.08814384043216705
New Minimum: -0.39110324159264565 > -0.5164362136274576
WOLF (strong): th(1628752.6256641042)=-0.5164362136274576; dx=9.324915009544799E-8 evalInputDelta=0.12533297203481197
END: th(542917.5418880348)=-0.49406228959560394; dx=-2.320139199271966E-7 evalInputDelta=0.1029590480029583
Fitness changed from -0.39110324159264565 to -0.5164362136274576
Iteration 7 complete. Error: -0.5164362136274576 Total: 201.1644; Orientation: 0.3419; Line Search: 160.6687
Adding measurement 517ce968 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.960e+03, gradient 6.875e-04, dot -0.489; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5164362136274576, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 517ce968 to history. Total: 3
th(0)=-0.5164362136274576;dx=-4.727187065825222E-7
New Minimum: -0.5164362136274576 > -0.6578839980065823
WOLF (strong): th(1169680.3860704205)=-0.6578839980065823; dx=3.698391941761563E-8 evalInputDelta=0.14144778437912464
END: th(584840.1930352102)=-0.633665569126606; dx=-2.077891096628645E-7 evalInputDelta=0.11722935549914837
Fitness changed from -0.5164362136274576 to -0.6578839980065823
Iteration 8 complete. Error: -0.6578839980065823 Total: 162.7191; Orientation: 0.3266; Line Search: 121.6512
Adding measurement 5a5fb60e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.849e+03, gradient 4.876e-04, dot -0.573; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6578839980065823, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 5a5fb60e to history. Total: 3
th(0)=-0.6578839980065823;dx=-2.3734439160013483E-7
New Minimum: -0.6578839980065823 > -0.7527539879083633
END: th(1260000.0000000002)=-0.7527539879083633; dx=-3.5325223709995055E-8 evalInputDelta=0.09486998990178108
Fitness changed from -0.6578839980065823 to -0.7527539879083633
Iteration 9 complete. Error: -0.7527539879083633 Total: 122.5815; Orientation: 0.3263; Line Search: 81.3335
Adding measurement a5c6076 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.814e+03, gradient 4.274e-04, dot -0.601; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7527539879083633, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement a5c6076 to history. Total: 3
th(0)=-0.7527539879083633;dx=-1.8255174698325176E-7
New Minimum: -0.7527539879083633 > -0.7869733460247517
WOLF (strong): th(2714587.709440174)=-0.7869733460247517; dx=6.043413240224975E-8 evalInputDelta=0.03421935811638832
New Minimum: -0.7869733460247517 > -0.8254754059016705
END: th(1357293.854720087)=-0.8254754059016705; dx=-1.9237890982728368E-8 evalInputDelta=0.07272141799330711
Fitness changed from -0.7527539879083633 to -0.8254754059016705
Iteration 10 complete. Error: -0.8254754059016705 Total: 162.7235; Orientation: 0.3278; Line Search: 121.5205
Adding measurement 1527e649 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.827e+03, gradient 4.322e-04, dot -0.567; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8254754059016705, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 1527e649 to history. Total: 3
th(0)=-0.8254754059016705;dx=-1.867950007072567E-7
Armijo: th(2924200.9651760515)=-0.8109341897070408; dx=8.37216335830836E-8 evalInputDelta=-0.01454121619462967
New Minimum: -0.8254754059016705 > -0.8829587921500206
WOLF (strong): th(1462100.4825880257)=-0.8829587921500206; dx=2.0826835183973384E-8 evalInputDelta=0.05748338624835014
END: th(487366.8275293419)=-0.8673722520470619; dx=-1.1121616023801007E-7 evalInputDelta=0.041896846145391464
Fitness changed from -0.8254754059016705 to -0.8829587921500206
Iteration 11 complete. Error: -0.8829587921500206 Total: 203.3216; Orientation: 0.3208; Line Search: 161.9398
Adding measurement 367530df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.738e+03, gradient 4.631e-04, dot -0.510; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8829587921500206, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 367530df to history. Total: 3
th(0)=-0.8829587921500206;dx=-2.1441187908854513E-7
New Minimum: -0.8829587921500206 > -0.9488811567425728
END: th(1050000.0000000002)=-0.9488811567425728; dx=-6.084504852498515E-9 evalInputDelta=0.06592236459255219
Fitness changed from -0.8829587921500206 to -0.9488811567425728
Iteration 12 complete. Error: -0.9488811567425728 Total: 120.9082; Orientation: 0.3462; Line Search: 80.3185
Adding measurement 205ec9b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.631e+03, gradient 3.437e-04, dot -0.604; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9488811567425728, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 205ec9b1 to history. Total: 3
th(0)=-0.9488811567425728;dx=-1.1774108136848824E-7
New Minimum: -0.9488811567425728 > -0.9894207864999771
WOLF (strong): th(2262156.4245334785)=-0.9894207864999771; dx=3.107990591998134E-8 evalInputDelta=0.04053962975740433
New Minimum: -0.9894207864999771 > -0.9969836734235287
END: th(1131078.2122667392)=-0.9969836734235287; dx=-3.763477605896294E-8 evalInputDelta=0.04810251668095589
Fitness changed from -0.9488811567425728 to -0.9969836734235287
Iteration 13 complete. Error: -0.9969836734235287 Total: 161.9096; Orientation: 0.3303; Line Search: 121.4104
Adding measurement 18e6a5c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.606e+03, gradient 3.130e-04, dot -0.628; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9969836734235287, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 18e6a5c2 to history. Total: 3
th(0)=-0.9969836734235287;dx=-9.795293126962107E-8
New Minimum: -0.9969836734235287 > -1.0384694077074528
WOLF (strong): th(2436834.1376467096)=-1.0384694077074528; dx=4.717158820978084E-9 evalInputDelta=0.0414857342839241
END: th(1218417.0688233548)=-1.038428209722042; dx=-3.185731311902358E-8 evalInputDelta=0.04144453629851341
Fitness changed from -0.9969836734235287 to -1.0384694077074528
Iteration 14 complete. Error: -1.0384694077074528 Total: 161.8738; Orientation: 0.3242; Line Search: 121.1306
Adding measurement 2c17ccfc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.693e+03, gradient 4.767e-04, dot -0.439; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0384694077074528, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 2c17ccfc to history. Total: 3
th(0)=-1.0384694077074528;dx=-2.2723141133510396E-7
Armijo: th(2625000.000000001)=-0.9653665609657764; dx=1.6637217414819987E-7 evalInputDelta=-0.07310284674167633
New Minimum: -1.0384694077074528 > -1.0942511856555939
WOLF (strong): th(1312500.0000000005)=-1.0942511856555939; dx=6.380602622658163E-8 evalInputDelta=0.0557817779481411
END: th(437500.0000000002)=-1.084909625351429; dx=-1.243401029421827E-7 evalInputDelta=0.04644021764397621
Fitness changed from -1.0384694077074528 to -1.0942511856555939
Iteration 15 complete. Error: -1.0942511856555939 Total: 204.2805; Orientation: 0.3509; Line Search: 162.9955
Adding measurement ab31c8e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.445e+03, gradient 3.997e-04, dot -0.463; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0942511856555939, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement ab31c8e to history. Total: 3
th(0)=-1.0942511856555939;dx=-1.5951517547672884E-7
New Minimum: -1.0942511856555939 > -1.142730612307787
END: th(942565.1768889496)=-1.142730612307787; dx=-2.506134037397976E-8 evalInputDelta=0.04847942665219307
Fitness changed from -1.0942511856555939 to -1.142730612307787
Iteration 16 complete. Error: -1.142730612307787 Total: 121.3006; Orientation: 0.3319; Line Search: 80.6538
Adding measurement 6be66680 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.369e+03, gradient 2.575e-04, dot -0.621; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.142730612307787, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 6be66680 to history. Total: 3
th(0)=-1.142730612307787;dx=-6.62628641069225E-8
New Minimum: -1.142730612307787 > -1.186060056090355
END: th(2030695.114705592)=-1.186060056090355; dx=-1.502099761598224E-8 evalInputDelta=0.04332944378256798
Fitness changed from -1.142730612307787 to -1.186060056090355
Iteration 17 complete. Error: -1.186060056090355 Total: 122.1864; Orientation: 0.3233; Line Search: 80.8837
Adding measurement 217d31c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.502e+03, gradient 3.318e-04, dot -0.499; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.186060056090355, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 217d31c0 to history. Total: 3
th(0)=-1.186060056090355;dx=-1.100617176771048E-7
Armijo: th(4375000.000000003)=-1.0868887081742287; dx=6.61574883427979E-8 evalInputDelta=-0.09917134791612625
New Minimum: -1.186060056090355 > -1.1876227855682373
WOLF (strong): th(2187500.0000000014)=-1.1876227855682373; dx=4.7128163902797844E-8 evalInputDelta=0.0015627294778823853
New Minimum: -1.1876227855682373 > -1.2133719995617867
END: th(729166.6666666671)=-1.2133719995617867; dx=-2.6902701101286056E-8 evalInputDelta=0.027311943471431732
Fitness changed from -1.186060056090355 to -1.2133719995617867
Iteration 18 complete. Error: -1.2133719995617867 Total: 202.7377; Orientation: 0.3311; Line Search: 161.6859
Adding measurement 689fd47a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.379e+03, gradient 2.224e-04, dot -0.660; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2133719995617867, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 689fd47a to history. Total: 3
th(0)=-1.2133719995617867;dx=-4.942703121456091E-8
New Minimum: -1.2133719995617867 > -1.2445175983011723
END: th(1570941.9614815828)=-1.2445175983011723; dx=-2.815050232719227E-8 evalInputDelta=0.031145598739385605
Fitness changed from -1.2133719995617867 to -1.2445175983011723
Iteration 19 complete. Error: -1.2445175983011723 Total: 121.5332; Orientation: 0.3451; Line Search: 80.7372
Adding measurement 40dd1a38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.386e+03, gradient 2.457e-04, dot -0.589; [46966b32-35da-48b6-a674-bbd13476241d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2445175983011723, 1.2740311417728662, 1.895953206345439, 2.92464966326952
LBFGS Accumulation History: 3 points
Removed measurement 40dd1a38 to history. Total: 3
th(0)=-1.2445175983011723;dx=-6.03037021278239E-8
New Minimum: -1.2445175983011723 > -1.2540185190737247
WOLF (strong): th(3384491.8578426535)=-1.2540185190737247; dx=1.2811251738625682E-8 evalInputDelta=0.00950092077255249
New Minimum: -1.2540185190737247 > -1.2681338265538216
END: th(1692245.9289213268)=-1.2681338265538216; dx=-5.606311809808437E-9 evalInputDelta=0.023616228252649307
Fitness changed from -1.2445175983011723 to -1.2681338265538216
Iteration 20 complete. Error: -1.2681338265538216 Total: 161.2204; Orientation: 0.3313; Line Search: 121.4560
Final threshold in iteration 21: -1.2681338265538216 (> -Infinity) after 3526.083s (< 5400.000s)
