1. Iteration 1
  2. Iteration 2
  3. Iteration 3
  4. Iteration 4
  5. Iteration 5
  6. Iteration 6
  7. Iteration 7
  8. Iteration 8
  9. Iteration 9
  10. Iteration 10
  11. Iteration 11
  12. Iteration 12
  13. Iteration 13
  14. Iteration 14
  15. Iteration 15
  16. Iteration 16
  17. Iteration 17
  18. Iteration 18
  19. Iteration 19
  20. Iteration 20

Reset training subject: 451008692599100

Reset training subject: 451034272517900

Iteration 1

Iteration 1

Adding measurement 6a81ed6d to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=5.6021289601922035;dx=-8.141880979031066E-6

New Minimum: 5.6021289601922035 > 5.602115970104933

WOLFE (weak): th(2.154434690031884)=5.602115970104933; dx=-8.118167542544768E-6 evalInputDelta=1.2990087270736694E-5

New Minimum: 5.602115970104933 > 5.602103047072887

WOLFE (weak): th(4.308869380063768)=5.602103047072887; dx=-8.119306555775446E-6 evalInputDelta=2.5913119316101074E-5

New Minimum: 5.602103047072887 > 5.602051626890898

WOLFE (weak): th(12.926608140191302)=5.602051626890898; dx=-8.111466298561362E-6 evalInputDelta=7.733330130577087E-5

New Minimum: 5.602051626890898 > 5.601819697767496

WOLFE (weak): th(51.70643256076521)=5.601819697767496; dx=-8.118137440167582E-6 evalInputDelta=3.092624247074127E-4

New Minimum: 5.601819697767496 > 5.600582007318735

WOLFE (weak): th(258.53216280382605)=5.600582007318735; dx=-8.115887202754547E-6 evalInputDelta=0.001546952873468399

New Minimum: 5.600582007318735 > 5.592853125184774

WOLFE (weak): th(1551.1929768229563)=5.592853125184774; dx=-8.10459957461777E-6 evalInputDelta=0.009275835007429123

New Minimum: 5.592853125184774 > 5.537445969879627

WOLFE (weak): th(10858.350837760694)=5.537445969879627; dx=-8.039369765914259E-6 evalInputDelta=0.0646829903125763

New Minimum: 5.537445969879627 > 5.105712033808231

WOLFE (weak): th(86866.80670208555)=5.105712033808231; dx=-7.34032884381736E-6 evalInputDelta=0.49641692638397217

New Minimum: 5.105712033808231 > 3.235843066126108

END: th(781801.26031877)=3.235843066126108; dx=-1.6657806941120064E-6 evalInputDelta=2.3662858940660954

Fitness changed from 5.6021289601922035 to 3.235843066126108

Iteration 1 complete. Error: 3.235843066126108 Total: 329.4942; Orientation: 0.0061; Line Search: 253.4266

Iteration 2

Iteration 2

Adding measurement 27f1baa4 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=3.235843066126108;dx=-3.6451343389517803E-6

New Minimum: 3.235843066126108 > 1.9853553511202335

END: th(1684339.7559414052)=1.9853553511202335; dx=-1.0622603146469014E-7 evalInputDelta=1.2504877150058746

Fitness changed from 3.235843066126108 to 1.9853553511202335

Iteration 2 complete. Error: 1.9853553511202335 Total: 76.1470; Orientation: 0.0053; Line Search: 50.7767

Iteration 3

Iteration 3

Adding measurement 5bf4e1b to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=1.9853553511202335;dx=-2.273284646032304E-6

Armijo: th(3628800.0)=2.2045885734260082; dx=6.861436482339346E-7 evalInputDelta=-0.2192332223057747

New Minimum: 1.9853553511202335 > 1.0801377967000008

WOLF (strong): th(1814400.0)=1.0801377967000008; dx=2.9007814636243754E-8 evalInputDelta=0.9052175544202328

END: th(604800.0)=1.2779229506850243; dx=-1.2340143948593756E-6 evalInputDelta=0.7074324004352093

Fitness changed from 1.9853553511202335 to 1.0801377967000008

Iteration 3 complete. Error: 1.0801377967000008 Total: 127.6281; Orientation: 0.0054; Line Search: 102.1187

Iteration 4

Iteration 4

Adding measurement 59bea874 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.025e+03, gradient 1.129e-03, dot -0.552; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0801377967000008, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 59bea874 to history. Total: 3

th(0)=1.0801377967000008;dx=-1.2744401084204858E-6

New Minimum: 1.0801377967000008 > 0.45013516396284103

END: th(1303002.1005312833)=0.45013516396284103; dx=-3.0594067410963434E-7 evalInputDelta=0.6300026327371597

Fitness changed from 1.0801377967000008 to 0.45013516396284103

Iteration 4 complete. Error: 0.45013516396284103 Total: 76.7153; Orientation: 0.1015; Line Search: 51.2453

Iteration 5

Iteration 5

Adding measurement 16ed3542 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.369e+03, gradient 7.855e-04, dot -0.600; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.45013516396284103, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 16ed3542 to history. Total: 3

th(0)=0.45013516396284103;dx=-6.1682422632991E-7

New Minimum: 0.45013516396284103 > 0.19948561117053032

WOLF (strong): th(2807232.9265690087)=0.19948561117053032; dx=6.281460994200963E-8 evalInputDelta=0.2506495527923107

New Minimum: 0.19948561117053032 > 0.13317697867751122

END: th(1403616.4632845044)=0.13317697867751122; dx=-2.019352745817943E-7 evalInputDelta=0.3169581852853298

Fitness changed from 0.45013516396284103 to 0.13317697867751122

Iteration 5 complete. Error: 0.13317697867751122 Total: 102.0624; Orientation: 0.0900; Line Search: 76.4516

Iteration 6

Iteration 6

Adding measurement 3d1102d3 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.549e+03, gradient 6.563e-04, dot -0.605; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.13317697867751122, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 3d1102d3 to history. Total: 3

th(0)=0.13317697867751122;dx=-4.3021752580587495E-7

New Minimum: 0.13317697867751122 > 0.05066186189651489

WOLF (strong): th(3024000.0)=0.05066186189651489; dx=6.621364549329915E-8 evalInputDelta=0.08251511678099632

New Minimum: 0.05066186189651489 > -0.05400841310620308

END: th(1512000.0)=-0.05400841310620308; dx=-8.989640087215945E-8 evalInputDelta=0.1871853917837143

Fitness changed from 0.13317697867751122 to -0.05400841310620308

Iteration 6 complete. Error: -0.05400841310620308 Total: 101.6810; Orientation: 0.0968; Line Search: 76.0930

Iteration 7

Iteration 7

Adding measurement 198f67b9 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.517e+03, gradient 6.821e-04, dot -0.544; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.05400841310620308, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 198f67b9 to history. Total: 3

th(0)=-0.05400841310620308;dx=-4.6495422853616876E-7

Armijo: th(3257505.2513282085)=0.16741741076111794; dx=2.3736930879411599E-7 evalInputDelta=-0.22142582386732101

New Minimum: -0.05400841310620308 > -0.17042911797761917

WOLF (strong): th(1628752.6256641042)=-0.17042911797761917; dx=7.112884991114652E-8 evalInputDelta=0.11642070487141609

END: th(542917.5418880348)=-0.16908517479896545; dx=-2.5874090609202823E-7 evalInputDelta=0.11507676169276237

Fitness changed from -0.05400841310620308 to -0.17042911797761917

Iteration 7 complete. Error: -0.17042911797761917 Total: 127.0217; Orientation: 0.0969; Line Search: 101.5936

Iteration 8

Iteration 8

Adding measurement 5c625a07 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.662e+03, gradient 7.556e-04, dot -0.486; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.17042911797761917, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 5c625a07 to history. Total: 3

th(0)=-0.17042911797761917;dx=-5.709086073548671E-7

New Minimum: -0.17042911797761917 > -0.3168170489370823

WOLF (strong): th(1169680.3860704205)=-0.3168170489370823; dx=1.2296471839267997E-7 evalInputDelta=0.14638793095946312

New Minimum: -0.3168170489370823 > -0.3246435709297657

END: th(584840.1930352102)=-0.3246435709297657; dx=-2.0847743357632813E-7 evalInputDelta=0.15421445295214653

Fitness changed from -0.17042911797761917 to -0.3246435709297657

Iteration 8 complete. Error: -0.3246435709297657 Total: 102.1908; Orientation: 0.0950; Line Search: 76.9058

Iteration 9

Iteration 9

Adding measurement 1988da16 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.510e+03, gradient 4.640e-04, dot -0.613; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.3246435709297657, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 1988da16 to history. Total: 3

th(0)=-0.3246435709297657;dx=-2.150007477343681E-7

New Minimum: -0.3246435709297657 > -0.43175171315670013

END: th(1260000.0000000002)=-0.43175171315670013; dx=-1.1967239873403857E-7 evalInputDelta=0.10710814222693443

Fitness changed from -0.3246435709297657 to -0.43175171315670013

Iteration 9 complete. Error: -0.43175171315670013 Total: 76.4353; Orientation: 0.0934; Line Search: 50.9488

Iteration 10

Iteration 10

Adding measurement 2ceba8a7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.487e+03, gradient 4.352e-04, dot -0.601; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.43175171315670013, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 2ceba8a7 to history. Total: 3

th(0)=-0.43175171315670013;dx=-1.891498037840583E-7

New Minimum: -0.43175171315670013 > -0.5206557996571064

END: th(2714587.709440174)=-0.5206557996571064; dx=-3.973670018399639E-8 evalInputDelta=0.08890408650040627

Fitness changed from -0.43175171315670013 to -0.5206557996571064

Iteration 10 complete. Error: -0.5206557996571064 Total: 75.9736; Orientation: 0.0902; Line Search: 50.7736

Iteration 11

Iteration 11

Adding measurement 23911567 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.544e+03, gradient 5.497e-04, dot -0.469; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.5206557996571064, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 23911567 to history. Total: 3

th(0)=-0.5206557996571064;dx=-3.0198900067327826E-7

Armijo: th(5848401.930352103)=0.015127748250961304; dx=1.5822239241533354E-7 evalInputDelta=-0.5357835479080677

Armijo: th(2924200.9651760515)=-0.4763255640864372; dx=1.167641286595775E-7 evalInputDelta=-0.044330235570669174

New Minimum: -0.5206557996571064 > -0.6362878195941448

END: th(974733.6550586838)=-0.6362878195941448; dx=-9.012192214605917E-8 evalInputDelta=0.11563201993703842

Fitness changed from -0.5206557996571064 to -0.6362878195941448

Iteration 11 complete. Error: -0.6362878195941448 Total: 127.1534; Orientation: 0.0895; Line Search: 101.7003

Iteration 12

Iteration 12

Adding measurement 74c4c143 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.396e+03, gradient 4.195e-04, dot -0.525; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.6362878195941448, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 74c4c143 to history. Total: 3

th(0)=-0.6362878195941448;dx=-1.7584041762554764E-7

New Minimum: -0.6362878195941448 > -0.6807204857468605

WOLF (strong): th(2100000.0000000005)=-0.6807204857468605; dx=1.2874729171013028E-8 evalInputDelta=0.04443266615271568

New Minimum: -0.6807204857468605 > -0.6994458958506584

END: th(1050000.0000000002)=-0.6994458958506584; dx=-6.717951531267884E-8 evalInputDelta=0.0631580762565136

Fitness changed from -0.6362878195941448 to -0.6994458958506584

Iteration 12 complete. Error: -0.6994458958506584 Total: 101.6748; Orientation: 0.0922; Line Search: 76.2936

Iteration 13

Iteration 13

Adding measurement 5af67935 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.421e+03, gradient 3.622e-04, dot -0.563; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.6994458958506584, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 5af67935 to history. Total: 3

th(0)=-0.6994458958506584;dx=-1.3110109140322462E-7

New Minimum: -0.6994458958506584 > -0.7358297109603882

END: th(2262156.4245334785)=-0.7358297109603882; dx=-1.393821526745319E-8 evalInputDelta=0.03638381510972977

Fitness changed from -0.6994458958506584 to -0.7358297109603882

Iteration 13 complete. Error: -0.7358297109603882 Total: 76.6097; Orientation: 0.0893; Line Search: 51.1227

Iteration 14

Iteration 14

Adding measurement 47fc124b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.514e+03, gradient 5.256e-04, dot -0.425; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.7358297109603882, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 47fc124b to history. Total: 3

th(0)=-0.7358297109603882;dx=-2.7590422429812304E-7

Armijo: th(4873668.275293419)=-0.06160827726125717; dx=2.6540106679829974E-7 evalInputDelta=-0.674221433699131

Armijo: th(2436834.1376467096)=-0.6217253394424915; dx=2.0394553406724496E-7 evalInputDelta=-0.11410437151789665

New Minimum: -0.7358297109603882 > -0.8136812783777714

END: th(812278.0458822366)=-0.8136812783777714; dx=-5.012531028557995E-8 evalInputDelta=0.0778515674173832

Fitness changed from -0.7358297109603882 to -0.8136812783777714

Iteration 14 complete. Error: -0.8136812783777714 Total: 127.1550; Orientation: 0.0908; Line Search: 101.6152

Iteration 15

Iteration 15

Adding measurement af6557e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.444e+03, gradient 3.411e-04, dot -0.538; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.8136812783777714, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement af6557e to history. Total: 3

th(0)=-0.8136812783777714;dx=-1.162657734647148E-7

New Minimum: -0.8136812783777714 > -0.8537940233945847

END: th(1750000.0000000007)=-0.8537940233945847; dx=-1.2647630033302187E-8 evalInputDelta=0.04011274501681328

Fitness changed from -0.8136812783777714 to -0.8537940233945847

Iteration 15 complete. Error: -0.8537940233945847 Total: 76.5351; Orientation: 0.0901; Line Search: 51.1153

Iteration 16

Iteration 16

Adding measurement 66f4745b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.380e+03, gradient 4.396e-04, dot -0.430; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.8537940233945847, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 66f4745b to history. Total: 3

th(0)=-0.8537940233945847;dx=-1.9311381485395276E-7

Armijo: th(3770260.7075557983)=-0.5242294147610664; dx=2.0232542717827753E-7 evalInputDelta=-0.3295646086335182

Armijo: th(1885130.3537778992)=-0.8304194957017899; dx=1.176405096332192E-7 evalInputDelta=-0.0233745276927948

New Minimum: -0.8537940233945847 > -0.8964676037430763

END: th(628376.784592633)=-0.8964676037430763; dx=-6.363023188437491E-8 evalInputDelta=0.04267358034849167

Fitness changed from -0.8537940233945847 to -0.8964676037430763

Iteration 16 complete. Error: -0.8964676037430763 Total: 126.4596; Orientation: 0.0914; Line Search: 101.1875

Iteration 17

Iteration 17

Adding measurement 5af0a93 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.370e+03, gradient 2.812e-04, dot -0.572; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.8964676037430763, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 5af0a93 to history. Total: 3

th(0)=-0.8964676037430763;dx=-7.900974992084818E-8

New Minimum: -0.8964676037430763 > -0.932006198912859

END: th(1353796.7431370611)=-0.932006198912859; dx=-4.9665742975831E-8 evalInputDelta=0.03553859516978264

Fitness changed from -0.8964676037430763 to -0.932006198912859

Iteration 17 complete. Error: -0.932006198912859 Total: 76.4874; Orientation: 0.0908; Line Search: 50.9112

Iteration 18

Iteration 18

Adding measurement 5e49fc9b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.425e+03, gradient 2.883e-04, dot -0.547; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.932006198912859, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 5e49fc9b to history. Total: 3

th(0)=-0.932006198912859;dx=-8.300545938081213E-8

New Minimum: -0.932006198912859 > -0.9519774690270424

END: th(2916666.666666668)=-0.9519774690270424; dx=-6.550166325886086E-9 evalInputDelta=0.019971270114183426

Fitness changed from -0.932006198912859 to -0.9519774690270424

Iteration 18 complete. Error: -0.9519774690270424 Total: 76.2918; Orientation: 0.0892; Line Search: 50.8531

Iteration 19

Iteration 19

Adding measurement 2745b8d9 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.606e+03, gradient 4.535e-04, dot -0.396; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.9519774690270424, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 2745b8d9 to history. Total: 3

th(0)=-0.9519774690270424;dx=-2.0556102638199784E-7

Armijo: th(6283767.84592633)=-0.0342627689242363; dx=3.1321121487496634E-7 evalInputDelta=-0.9177147001028061

Armijo: th(3141883.922963165)=-0.7499343641102314; dx=2.139402667070353E-7 evalInputDelta=-0.202043104916811

New Minimum: -0.9519774690270424 > -1.0071802251040936

WOLF (strong): th(1047294.6409877217)=-1.0071802251040936; dx=1.864944472447652E-8 evalInputDelta=0.05520275607705116

END: th(261823.66024693043)=-0.9838468618690968; dx=-1.4854914686481295E-7 evalInputDelta=0.03186939284205437

Fitness changed from -0.9519774690270424 to -1.0071802251040936

Iteration 19 complete. Error: -1.0071802251040936 Total: 152.3763; Orientation: 0.0888; Line Search: 126.9185

Iteration 20

Iteration 20

Adding measurement 5128e94d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.360e+03, gradient 3.743e-04, dot -0.416; [c4be8a8b-b9f6-40c0-9ec2-29551082528a = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.0071802251040936, 1.9853553511202335, 3.235843066126108, 5.6021289601922035

LBFGS Accumulation History: 3 points

Removed measurement 5128e94d to history. Total: 3

th(0)=-1.0071802251040936;dx=-1.3998862209418448E-7

New Minimum: -1.0071802251040936 > -1.0356840640306473

END: th(564081.9763071089)=-1.0356840640306473; dx=-6.279188323017063E-8 evalInputDelta=0.028503838926553726

Fitness changed from -1.0071802251040936 to -1.0356840640306473

Iteration 20 complete. Error: -1.0356840640306473 Total: 76.3584; Orientation: 0.0971; Line Search: 50.7653

Final threshold in iteration 21: -1.0356840640306473 (> -Infinity) after 2212.451s (< 5400.000s)