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

Reset training subject: 479321357736200

Reset training subject: 479432657388300

Iteration 1

Iteration 1

Adding measurement 12f6a564 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=2.309370655566454;dx=-5.377074417529108E-7

New Minimum: 2.309370655566454 > 2.3093704991042614

WOLFE (weak): th(2.154434690031884)=2.3093704991042614; dx=-5.356006188326771E-7 evalInputDelta=1.564621925354004E-7

New Minimum: 2.3093704991042614 > 2.309369709342718

WOLFE (weak): th(4.308869380063768)=2.309369709342718; dx=-5.365710939339031E-7 evalInputDelta=9.462237358093262E-7

New Minimum: 2.309369709342718 > 2.3093674443662167

WOLFE (weak): th(12.926608140191302)=2.3093674443662167; dx=-5.365735816652648E-7 evalInputDelta=3.21120023727417E-6

New Minimum: 2.3093674443662167 > 2.3093575462698936

WOLFE (weak): th(51.70643256076521)=2.3093575462698936; dx=-5.352223230012722E-7 evalInputDelta=1.3109296560287476E-5

New Minimum: 2.3093575462698936 > 2.3093051984906197

WOLFE (weak): th(258.53216280382605)=2.3093051984906197; dx=-5.359404743819692E-7 evalInputDelta=6.545707583427429E-5

New Minimum: 2.3093051984906197 > 2.308977708220482

WOLFE (weak): th(1551.1929768229563)=2.308977708220482; dx=-5.365083761306587E-7 evalInputDelta=3.9294734597206116E-4

New Minimum: 2.308977708220482 > 2.306622924283147

WOLFE (weak): th(10858.350837760694)=2.306622924283147; dx=-5.346858574509936E-7 evalInputDelta=0.0027477312833070755

New Minimum: 2.306622924283147 > 2.287626639008522

WOLFE (weak): th(86866.80670208555)=2.287626639008522; dx=-5.303645817675652E-7 evalInputDelta=0.0217440165579319

New Minimum: 2.287626639008522 > 2.137925148010254

END: th(781801.26031877)=2.137925148010254; dx=-4.631205820815124E-7 evalInputDelta=0.17144550755620003

Fitness changed from 2.309370655566454 to 2.137925148010254

Iteration 1 complete. Error: 2.137925148010254 Total: 1451.2237; Orientation: 0.0803; Line Search: 1114.1328

Iteration 2

Iteration 2

Adding measurement 6c1078a3 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=2.137925148010254;dx=-4.683369470719141E-7

New Minimum: 2.137925148010254 > 1.914603304117918

END: th(1684339.7559414052)=1.914603304117918; dx=-3.2369204906416315E-7 evalInputDelta=0.2233218438923359

Fitness changed from 2.137925148010254 to 1.914603304117918

Iteration 2 complete. Error: 1.914603304117918 Total: 334.2960; Orientation: 0.0785; Line Search: 221.2562

Iteration 3

Iteration 3

Adding measurement 1a87769a to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=1.914603304117918;dx=-3.8731419134283256E-7

New Minimum: 1.914603304117918 > 1.7257461249828339

END: th(3628800.0)=1.7257461249828339; dx=-1.8968570299913044E-7 evalInputDelta=0.18885717913508415

Fitness changed from 1.914603304117918 to 1.7257461249828339

Iteration 3 complete. Error: 1.7257461249828339 Total: 336.7685; Orientation: 0.0778; Line Search: 226.4454

Iteration 4

Iteration 4

Adding measurement bfff7d4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.403e+04, gradient 5.857e-04, dot -0.519; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.7257461249828339, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement bfff7d4 to history. Total: 3

th(0)=1.7257461249828339;dx=-3.4158560439858344E-7

Armijo: th(7818012.6031877)=1.7356821596622467; dx=-8.519426276582176E-8 evalInputDelta=-0.009936034679412842

New Minimum: 1.7257461249828339 > 1.5295783746987581

END: th(3909006.30159385)=1.5295783746987581; dx=-1.5861185629348214E-7 evalInputDelta=0.19616775028407574

Fitness changed from 1.7257461249828339 to 1.5295783746987581

Iteration 4 complete. Error: 1.5295783746987581 Total: 447.3670; Orientation: 1.2505; Line Search: 330.9422

Iteration 5

Iteration 5

Adding measurement 191601ac to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.582e+04, gradient 5.587e-04, dot -0.497; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.5295783746987581, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 191601ac to history. Total: 3

th(0)=1.5295783746987581;dx=-3.1104656347710856E-7

Armijo: th(8421698.779707026)=1.617113770917058; dx=-6.697514901987166E-8 evalInputDelta=-0.08753539621829987

New Minimum: 1.5295783746987581 > 1.3599475137889385

END: th(4210849.389853513)=1.3599475137889385; dx=-1.3176206086599867E-7 evalInputDelta=0.1696308609098196

Fitness changed from 1.5295783746987581 to 1.3599475137889385

Iteration 5 complete. Error: 1.3599475137889385 Total: 442.5922; Orientation: 1.2662; Line Search: 332.2561

Iteration 6

Iteration 6

Adding measurement 27b0aa90 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.598e+04, gradient 5.315e-04, dot -0.470; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.3599475137889385, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 27b0aa90 to history. Total: 3

th(0)=1.3599475137889385;dx=-2.8175675561566255E-7

Armijo: th(9072000.0)=1.523151721805334; dx=-5.292450549304038E-8 evalInputDelta=-0.16320420801639557

New Minimum: 1.3599475137889385 > 1.223269870504737

END: th(4536000.0)=1.223269870504737; dx=-1.0973728443674378E-7 evalInputDelta=0.13667764328420162

Fitness changed from 1.3599475137889385 to 1.223269870504737

Iteration 6 complete. Error: 1.223269870504737 Total: 444.5300; Orientation: 1.2435; Line Search: 331.6044

Iteration 7

Iteration 7

Adding measurement 1d743ed2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.700e+04, gradient 5.109e-04, dot -0.437; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.223269870504737, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 1d743ed2 to history. Total: 3

th(0)=1.223269870504737;dx=-2.6054005903035547E-7

Armijo: th(9772515.753984625)=1.453424310311675; dx=-4.129928732336577E-8 evalInputDelta=-0.23015443980693817

New Minimum: 1.223269870504737 > 1.1141300648450851

END: th(4886257.876992312)=1.1141300648450851; dx=-9.037582785274054E-8 evalInputDelta=0.10913980565965176

Fitness changed from 1.223269870504737 to 1.1141300648450851

Iteration 7 complete. Error: 1.1141300648450851 Total: 453.3058; Orientation: 1.2417; Line Search: 337.0095

Iteration 8

Iteration 8

Adding measurement 145e8474 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.781e+04, gradient 4.899e-04, dot -0.422; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.1141300648450851, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 145e8474 to history. Total: 3

th(0)=1.1141300648450851;dx=-2.400282896359155E-7

Armijo: th(1.0527123474633783E7)=1.3927942365407944; dx=-3.1442655249031344E-8 evalInputDelta=-0.27866417169570923

New Minimum: 1.1141300648450851 > 1.020048813894391

END: th(5263561.737316892)=1.020048813894391; dx=-7.735514848990097E-8 evalInputDelta=0.09408125095069408

Fitness changed from 1.1141300648450851 to 1.020048813894391

Iteration 8 complete. Error: 1.020048813894391 Total: 446.4085; Orientation: 1.3193; Line Search: 336.6678

Iteration 9

Iteration 9

Adding measurement 12dd207 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.832e+04, gradient 4.653e-04, dot -0.412; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.020048813894391, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 12dd207 to history. Total: 3

th(0)=1.020048813894391;dx=-2.1618414267698477E-7

Armijo: th(1.1340000000000002E7)=1.3351543638855219; dx=-2.2432655121033192E-8 evalInputDelta=-0.31510554999113083

New Minimum: 1.020048813894391 > 0.9356907457113266

END: th(5670000.000000001)=0.9356907457113266; dx=-6.643415925788509E-8 evalInputDelta=0.08435806818306446

Fitness changed from 1.020048813894391 to 0.9356907457113266

Iteration 9 complete. Error: 0.9356907457113266 Total: 450.9972; Orientation: 1.3815; Line Search: 336.8641

Iteration 10

Iteration 10

Adding measurement 7b9eeff6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.892e+04, gradient 4.441e-04, dot -0.398; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9356907457113266, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement 7b9eeff6 to history. Total: 3

th(0)=0.9356907457113266;dx=-1.9718262954173012E-7

Armijo: th(1.2215644692480784E7)=1.3030236344784498; dx=-1.5860834820388678E-8 evalInputDelta=-0.3673328887671232

New Minimum: 0.9356907457113266 > 0.8763668388128281

END: th(6107822.346240392)=0.8763668388128281; dx=-5.373566764944017E-8 evalInputDelta=0.059323906898498535

Fitness changed from 0.9356907457113266 to 0.8763668388128281

Iteration 10 complete. Error: 0.8763668388128281 Total: 450.0810; Orientation: 1.4319; Line Search: 337.4567

Iteration 11

Iteration 11

Adding measurement c89c7f0 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.938e+04, gradient 4.245e-04, dot -0.389; [bfafdd15-1bea-4b7e-95c1-40dbd78f77b0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8763668388128281, 1.914603304117918, 2.137925148010254, 2.309370655566454

LBFGS Accumulation History: 3 points

Removed measurement c89c7f0 to history. Total: 3

th(0)=0.8763668388128281;dx=-1.8009822048482753E-7

Armijo: th(1.3158904343292233E7)=1.2775756381452084; dx=-9.647814573995783E-9 evalInputDelta=-0.4012087993323803

New Minimum: 0.8763668388128281 > 0.8290205933153629

END: th(6579452.171646116)=0.8290205933153629; dx=-4.468524616036221E-8 evalInputDelta=0.047346245497465134

Fitness changed from 0.8763668388128281 to 0.8290205933153629

Iteration 11 complete. Error: 0.8290205933153629 Total: 445.6147; Orientation: 1.2453; Line Search: 334.6798

Final threshold in iteration 11: 0.8290205933153629 (> -Infinity) after 5703.184s (< 5400.000s)