Reset training subject: 1494109020379100
Reset training subject: 1494111638471500
Adding measurement 33188612 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=76.51114066503942;dx=-0.0023056295065207863
New Minimum: 76.51114066503942 > 76.50855717528611
WOLFE (weak): th(2.154434690031884)=76.50855717528611; dx=-0.0023055917147439646 evalInputDelta=0.002583489753305912
New Minimum: 76.50855717528611 > 76.50342114083469
WOLFE (weak): th(4.308869380063768)=76.50342114083469; dx=-0.0023051231308714253 evalInputDelta=0.0077195242047309875
New Minimum: 76.50342114083469 > 76.49310003779829
WOLFE (weak): th(12.926608140191302)=76.49310003779829; dx=-0.0023054859179528864 evalInputDelta=0.018040627241134644
New Minimum: 76.49310003779829 > 76.44365459494293
WOLFE (weak): th(51.70643256076521)=76.44365459494293; dx=-0.0023038471312418853 evalInputDelta=0.06748607009649277
New Minimum: 76.44365459494293 > 76.19349173083901
WOLFE (weak): th(258.53216280382605)=76.19349173083901; dx=-0.0022838549893760608 evalInputDelta=0.3176489342004061
New Minimum: 76.19349173083901 > 74.7246900331229
WOLFE (weak): th(1551.1929768229563)=74.7246900331229; dx=-0.0022749275879614637 evalInputDelta=1.786450631916523
New Minimum: 74.7246900331229 > 65.37099837698042
END: th(10858.350837760694)=65.37099837698042; dx=-0.0017618261214426823 evalInputDelta=11.140142288058996
Fitness changed from 76.51114066503942 to 65.37099837698042
Iteration 1 complete. Error: 65.37099837698042 Total: 28.2251; Orientation: 0.0250; Line Search: 20.3695
Iteration 1
Adding measurement 2e43c38d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=65.37099837698042;dx=-0.0015478234211869833
New Minimum: 65.37099837698042 > 50.797524970024824
END: th(23393.607721408407)=50.797524970024824; dx=-9.791591612154176E-4 evalInputDelta=14.5734734069556
Fitness changed from 65.37099837698042 to 50.797524970024824
Iteration 2 complete. Error: 50.797524970024824 Total: 7.4212; Orientation: 0.0049; Line Search: 4.8009
Iteration 2
Adding measurement 1c33e528 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=50.797524970024824;dx=-6.812617746419658E-4
New Minimum: 50.797524970024824 > 38.50543098151684
END: th(50400.00000000001)=38.50543098151684; dx=-3.2848007211947307E-4 evalInputDelta=12.292093988507986
Fitness changed from 50.797524970024824 to 38.50543098151684
Iteration 3 complete. Error: 38.50543098151684 Total: 7.7268; Orientation: 0.0034; Line Search: 5.3383
Iteration 3
Adding measurement 75cf0de5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.815e+03, gradient 1.373e-02, dot -0.995; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 76.51114066503942, 65.37099837698042, 50.797524970024824, 38.50543098151684
LBFGS Accumulation History: 3 points
Removed measurement 33188612 to history. Total: 4
th(0)=38.50543098151684;dx=-1.8852111560623583E-4
New Minimum: 38.50543098151684 > 30.52332002669573
END: th(108583.50837760697)=30.52332002669573; dx=-1.1443103256010949E-4 evalInputDelta=7.98211095482111
Fitness changed from 38.50543098151684 to 30.52332002669573
Iteration 4 complete. Error: 30.52332002669573 Total: 7.7384; Orientation: 0.1402; Line Search: 5.1709
Iteration 4
Adding measurement 7c0f28f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.196e+03, gradient 9.472e-03, dot -0.997; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 65.37099837698042, 50.797524970024824, 38.50543098151684, 30.52332002669573
LBFGS Accumulation History: 3 points
Removed measurement 2e43c38d to history. Total: 4
th(0)=30.52332002669573;dx=-8.972475588212596E-5
New Minimum: 30.52332002669573 > 21.896022707223892
END: th(233936.07721408413)=21.896022707223892; dx=-5.9854481452596133E-5 evalInputDelta=8.627297319471836
Fitness changed from 30.52332002669573 to 21.896022707223892
Iteration 5 complete. Error: 21.896022707223892 Total: 7.2902; Orientation: 0.1187; Line Search: 4.7826
Iteration 5
Adding measurement 461c3709 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.911e+03, gradient 7.283e-03, dot -0.988; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 50.797524970024824, 38.50543098151684, 30.52332002669573, 21.896022707223892
LBFGS Accumulation History: 3 points
Removed measurement 1c33e528 to history. Total: 4
th(0)=21.896022707223892;dx=-5.304537163661255E-5
New Minimum: 21.896022707223892 > 12.142404451966286
END: th(504000.0000000002)=12.142404451966286; dx=-2.6667706811291713E-5 evalInputDelta=9.753618255257607
Fitness changed from 21.896022707223892 to 12.142404451966286
Iteration 6 complete. Error: 12.142404451966286 Total: 7.8995; Orientation: 0.1172; Line Search: 4.8710
Adding measurement 68ddd415 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.084e+03, gradient 6.448e-03, dot -0.818; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 38.50543098151684, 30.52332002669573, 21.896022707223892, 12.142404451966286
LBFGS Accumulation History: 3 points
Removed measurement 75cf0de5 to history. Total: 4
th(0)=12.142404451966286;dx=-4.157475666318814E-5
New Minimum: 12.142404451966286 > 7.277953669428825
WOLF (strong): th(1085835.0837760698)=7.277953669428825; dx=8.668576022335798E-6 evalInputDelta=4.86445078253746
New Minimum: 7.277953669428825 > 6.858909472823143
END: th(542917.5418880349)=6.858909472823143; dx=-6.530029670240341E-6 evalInputDelta=5.283494979143143
Fitness changed from 12.142404451966286 to 6.858909472823143
Iteration 7 complete. Error: 6.858909472823143 Total: 10.4039; Orientation: 0.1191; Line Search: 7.8071
Adding measurement 36ef1d65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.356e+03, gradient 7.754e-03, dot -0.599; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 30.52332002669573, 21.896022707223892, 12.142404451966286, 6.858909472823143
LBFGS Accumulation History: 3 points
Removed measurement 7c0f28f8 to history. Total: 4
th(0)=6.858909472823143;dx=-6.012807629465814E-5
Armijo: th(1169680.3860704207)=13.343693256378174; dx=5.572123548704677E-5 evalInputDelta=-6.484783783555031
New Minimum: 6.858909472823143 > 3.056992322206497
WOLF (strong): th(584840.1930352104)=3.056992322206497; dx=1.5994092367491456E-5 evalInputDelta=3.801917150616646
New Minimum: 3.056992322206497 > 2.85655827075243
END: th(194946.7310117368)=2.85655827075243; dx=-2.361294986722928E-5 evalInputDelta=4.002351202070713
Fitness changed from 6.858909472823143 to 2.85655827075243
Iteration 8 complete. Error: 2.85655827075243 Total: 13.0354; Orientation: 0.1179; Line Search: 10.4482
Adding measurement 5ff00507 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.308e+03, gradient 5.176e-03, dot -0.850; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 21.896022707223892, 12.142404451966286, 6.858909472823143, 2.85655827075243
LBFGS Accumulation History: 3 points
Removed measurement 461c3709 to history. Total: 4
th(0)=2.85655827075243;dx=-2.678984404058212E-5
New Minimum: 2.85655827075243 > -1.7939504086971283
END: th(420000.0000000002)=-1.7939504086971283; dx=-1.8163233966968553E-5 evalInputDelta=4.650508679449558
Fitness changed from 2.85655827075243 to -1.7939504086971283
Iteration 9 complete. Error: -1.7939504086971283 Total: 7.3388; Orientation: 0.1144; Line Search: 4.8509
Adding measurement 3a4aadf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.560e+04, gradient 5.048e-03, dot -0.867; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.142404451966286, 6.858909472823143, 2.85655827075243, -1.7939504086971283
LBFGS Accumulation History: 3 points
Removed measurement 68ddd415 to history. Total: 4
th(0)=-1.7939504086971283;dx=-2.54865418115088E-5
New Minimum: -1.7939504086971283 > -8.907367438077927
END: th(904862.5698133915)=-8.907367438077927; dx=-1.025496290346937E-5 evalInputDelta=7.113417029380798
Fitness changed from -1.7939504086971283 to -8.907367438077927
Iteration 10 complete. Error: -8.907367438077927 Total: 7.8788; Orientation: 0.1143; Line Search: 4.8884
Iteration 10
Adding measurement 5af5d76f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.906e+04, gradient 6.852e-03, dot -0.607; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.858909472823143, 2.85655827075243, -1.7939504086971283, -8.907367438077927
LBFGS Accumulation History: 3 points
Removed measurement 36ef1d65 to history. Total: 4
th(0)=-8.907367438077927;dx=-4.695471567370314E-5
Armijo: th(1949467.3101173681)=11.160376757383347; dx=7.18401195323034E-5 evalInputDelta=-20.067744195461273
New Minimum: -8.907367438077927 > -11.20157540589571
WOLF (strong): th(974733.6550586841)=-11.20157540589571; dx=2.158235863855909E-5 evalInputDelta=2.2942079678177834
New Minimum: -11.20157540589571 > -13.637821093201637
END: th(324911.2183528947)=-13.637821093201637; dx=-1.3279834976226823E-5 evalInputDelta=4.730453655123711
Fitness changed from -8.907367438077927 to -13.637821093201637
Iteration 11 complete. Error: -13.637821093201637 Total: 13.0246; Orientation: 0.1152; Line Search: 10.3940
Adding measurement 6b4125ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.188e+04, gradient 4.952e-03, dot -0.837; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.85655827075243, -1.7939504086971283, -8.907367438077927, -13.637821093201637
LBFGS Accumulation History: 3 points
Removed measurement 5ff00507 to history. Total: 4
th(0)=-13.637821093201637;dx=-2.451898996544548E-5
New Minimum: -13.637821093201637 > -19.33445316553116
END: th(700000.0000000005)=-19.33445316553116; dx=-1.0180362935409932E-5 evalInputDelta=5.696632072329521
Fitness changed from -13.637821093201637 to -19.33445316553116
Iteration 12 complete. Error: -19.33445316553116 Total: 7.3941; Orientation: 0.0886; Line Search: 4.8804
Adding measurement 2213639b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.214e+04, gradient 5.903e-03, dot -0.689; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7939504086971283, -8.907367438077927, -13.637821093201637, -19.33445316553116
LBFGS Accumulation History: 3 points
Removed measurement 3a4aadf8 to history. Total: 4
th(0)=-19.33445316553116;dx=-3.484069480147809E-5
Armijo: th(1508104.2830223197)=-18.780533999204636; dx=2.5629371108684335E-5 evalInputDelta=-0.5539191663265228
New Minimum: -19.33445316553116 > -23.952442087233067
WOLF (strong): th(754052.1415111598)=-23.952442087233067; dx=2.647120078715128E-6 evalInputDelta=4.617988921701908
END: th(251350.71383705328)=-22.550883889198303; dx=-1.777710957740321E-5 evalInputDelta=3.2164307236671448
Fitness changed from -19.33445316553116 to -23.952442087233067
Iteration 13 complete. Error: -23.952442087233067 Total: 12.7936; Orientation: 0.0855; Line Search: 9.8024
Adding measurement 11787b64 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.497e+04, gradient 7.293e-03, dot -0.590; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.907367438077927, -13.637821093201637, -19.33445316553116, -23.952442087233067
LBFGS Accumulation History: 3 points
Removed measurement 5af5d76f to history. Total: 4
th(0)=-23.952442087233067;dx=-5.318689284652709E-5
New Minimum: -23.952442087233067 > -30.182118274271488
WOLF (strong): th(541518.6972548246)=-30.182118274271488; dx=3.531533224458999E-6 evalInputDelta=6.229676187038422
END: th(270759.3486274123)=-28.974233366549015; dx=-2.1262968716985253E-5 evalInputDelta=5.0217912793159485
Fitness changed from -23.952442087233067 to -30.182118274271488
Iteration 14 complete. Error: -30.182118274271488 Total: 10.5869; Orientation: 0.0995; Line Search: 7.9969
Adding measurement 27dc627a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.688e+04, gradient 5.988e-03, dot -0.695; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.637821093201637, -19.33445316553116, -23.952442087233067, -30.182118274271488
LBFGS Accumulation History: 3 points
Removed measurement 6b4125ed to history. Total: 4
th(0)=-30.182118274271488;dx=-3.5850308794732207E-5
New Minimum: -30.182118274271488 > -35.53116774559021
END: th(583333.3333333337)=-35.53116774559021; dx=-3.14781436890126E-6 evalInputDelta=5.349049471318722
Fitness changed from -30.182118274271488 to -35.53116774559021
Iteration 15 complete. Error: -35.53116774559021 Total: 7.5142; Orientation: 0.0851; Line Search: 4.9836
Iteration 15
Adding measurement 2ce03e86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.671e+03, gradient 5.654e-03, dot -0.714; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -19.33445316553116, -23.952442087233067, -30.182118274271488, -35.53116774559021
LBFGS Accumulation History: 3 points
Removed measurement 2213639b to history. Total: 4
th(0)=-35.53116774559021;dx=-3.196663332236753E-5
New Minimum: -35.53116774559021 > -37.58312061801553
WOLF (strong): th(1256753.5691852665)=-37.58312061801553; dx=2.7917905294947073E-5 evalInputDelta=2.0519528724253178
New Minimum: -37.58312061801553 > -40.555911019444466
END: th(628376.7845926333)=-40.555911019444466; dx=-2.7473881341031086E-6 evalInputDelta=5.024743273854256
Fitness changed from -35.53116774559021 to -40.555911019444466
Iteration 16 complete. Error: -40.555911019444466 Total: 10.3608; Orientation: 0.0872; Line Search: 7.4143
Adding measurement 4c731956 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.841e+03, gradient 5.827e-03, dot -0.687; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -23.952442087233067, -30.182118274271488, -35.53116774559021, -40.555911019444466
LBFGS Accumulation History: 3 points
Removed measurement 11787b64 to history. Total: 4
th(0)=-40.555911019444466;dx=-3.3958092636511664E-5
Armijo: th(1353796.7431370616)=-35.063790924847126; dx=3.779686560844694E-5 evalInputDelta=-5.49212009459734
New Minimum: -40.555911019444466 > -44.313790117390454
WOLF (strong): th(676898.3715685308)=-44.313790117390454; dx=1.398452461299975E-5 evalInputDelta=3.757879097945988
END: th(225632.7905228436)=-43.45456687361002; dx=-1.803450388698719E-5 evalInputDelta=2.898655854165554
Fitness changed from -40.555911019444466 to -44.313790117390454
Iteration 17 complete. Error: -44.313790117390454 Total: 12.7788; Orientation: 0.0861; Line Search: 10.2304
Adding measurement 260e3837 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.987e+03, gradient 5.208e-03, dot -0.661; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.182118274271488, -35.53116774559021, -40.555911019444466, -44.313790117390454
LBFGS Accumulation History: 3 points
Removed measurement 27dc627a to history. Total: 4
th(0)=-44.313790117390454;dx=-2.7126270762149556E-5
New Minimum: -44.313790117390454 > -45.75484856776893
WOLF (strong): th(486111.11111111153)=-45.75484856776893; dx=1.1012216674021965E-5 evalInputDelta=1.4410584503784776
New Minimum: -45.75484856776893 > -46.17943731788546
END: th(243055.55555555577)=-46.17943731788546; dx=-3.8243144041466385E-6 evalInputDelta=1.8656472004950047
Fitness changed from -44.313790117390454 to -46.17943731788546
Iteration 18 complete. Error: -46.17943731788546 Total: 10.4671; Orientation: 0.0931; Line Search: 7.8834
Adding measurement 25a1a012 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.222e+03, gradient 2.107e-03, dot -0.795; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -35.53116774559021, -40.555911019444466, -44.313790117390454, -46.17943731788546
LBFGS Accumulation History: 3 points
Removed measurement 2ce03e86 to history. Total: 4
th(0)=-46.17943731788546;dx=-4.43980178983486E-6
New Minimum: -46.17943731788546 > -46.50195067632012
WOLF (strong): th(523647.3204938611)=-46.50195067632012; dx=4.085295489384203E-7 evalInputDelta=0.3225133584346622
END: th(261823.66024693055)=-46.46118417894468; dx=-1.2955423378920234E-6 evalInputDelta=0.28174686105921865
Fitness changed from -46.17943731788546 to -46.50195067632012
Iteration 19 complete. Error: -46.50195067632012 Total: 9.8770; Orientation: 0.0865; Line Search: 7.3034
Adding measurement 1ac730cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.258e+02, gradient 1.614e-03, dot -0.831; [a3f29a23-6c63-4733-a25f-61bc5798def2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -40.555911019444466, -44.313790117390454, -46.17943731788546, -46.50195067632012
LBFGS Accumulation History: 3 points
Removed measurement 4c731956 to history. Total: 4
th(0)=-46.50195067632012;dx=-2.606271734192403E-6
New Minimum: -46.50195067632012 > -46.57359539880417
WOLF (strong): th(564081.9763071091)=-46.57359539880417; dx=1.2288729848617964E-6 evalInputDelta=0.07164472248405218
New Minimum: -46.57359539880417 > -46.667495066300035
END: th(282040.98815355456)=-46.667495066300035; dx=-1.4016399494179536E-7 evalInputDelta=0.16554438997991383
Fitness changed from -46.50195067632012 to -46.667495066300035
Iteration 20 complete. Error: -46.667495066300035 Total: 10.3580; Orientation: 0.0851; Line Search: 7.4284
Iteration 20
Final threshold in iteration 21: -46.667495066300035 (> -Infinity) after 210.119s (< 3600.000s)