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: 620453295220900

Reset training subject: 620455768142000

Iteration 1

Iteration 1

Adding measurement 154ea177 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=8.616391068324447;dx=-1.569334757848346E-7

New Minimum: 8.616391068324447 > 8.616381723433733

WOLFE (weak): th(2.154434690031884)=8.616381723433733; dx=-1.6669851012984157E-7 evalInputDelta=9.344890713691711E-6

New Minimum: 8.616381723433733 > 8.616372250020504

WOLFE (weak): th(4.308869380063768)=8.616372250020504; dx=-1.7638963989319166E-7 evalInputDelta=1.881830394268036E-5

New Minimum: 8.616372250020504 > 8.616334617137909

WOLFE (weak): th(12.926608140191302)=8.616334617137909; dx=-1.5774294145573963E-7 evalInputDelta=5.6451186537742615E-5

New Minimum: 8.616334617137909 > 8.61616536974907

WOLFE (weak): th(51.70643256076521)=8.61616536974907; dx=-1.7593514257155208E-7 evalInputDelta=2.256985753774643E-4

New Minimum: 8.61616536974907 > 8.615262649953365

WOLFE (weak): th(258.53216280382605)=8.615262649953365; dx=-1.6576373379974536E-7 evalInputDelta=0.0011284183710813522

New Minimum: 8.615262649953365 > 8.609583439305425

WOLFE (weak): th(1551.1929768229563)=8.609583439305425; dx=-1.4405549219437102E-7 evalInputDelta=0.006807629019021988

New Minimum: 8.609583439305425 > 8.56765784136951

WOLFE (weak): th(10858.350837760694)=8.56765784136951; dx=-1.6755943896708065E-7 evalInputDelta=0.04873322695493698

New Minimum: 8.56765784136951 > 8.18336920067668

WOLFE (weak): th(86866.80670208555)=8.18336920067668; dx=-2.0844126795005417E-7 evalInputDelta=0.43302186764776707

New Minimum: 8.18336920067668 > 5.871800482273102

END: th(781801.26031877)=5.871800482273102; dx=-7.055908454370672E-8 evalInputDelta=2.744590586051345

Fitness changed from 8.616391068324447 to 5.871800482273102

Iteration 1 complete. Error: 5.871800482273102 Total: 30.9603; Orientation: 0.0205; Line Search: 23.4976

Iteration 2

Iteration 2

Adding measurement 13553b2e to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=5.871800482273102;dx=-1.7208999768008396E-7

New Minimum: 5.871800482273102 > 3.427488833665848

END: th(1684339.7559414052)=3.427488833665848; dx=-4.402128863450793E-8 evalInputDelta=2.444311648607254

Fitness changed from 5.871800482273102 to 3.427488833665848

Iteration 2 complete. Error: 3.427488833665848 Total: 6.9416; Orientation: 0.0024; Line Search: 4.6448

Iteration 3

Iteration 3

Adding measurement 119aabf3 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=3.427488833665848;dx=-1.084175096536805E-7

New Minimum: 3.427488833665848 > 2.873935729265213

WOLF (strong): th(3628800.0)=2.873935729265213; dx=2.5622875478239014E-8 evalInputDelta=0.5535531044006348

New Minimum: 2.873935729265213 > 1.881734013557434

END: th(1814400.0)=1.881734013557434; dx=-3.0617736088785516E-8 evalInputDelta=1.5457548201084137

Fitness changed from 3.427488833665848 to 1.881734013557434

Iteration 3 complete. Error: 1.881734013557434 Total: 9.3406; Orientation: 0.0016; Line Search: 7.0371

Iteration 4

Iteration 4

Adding measurement 244cdad1 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.115e+02, gradient 3.087e-04, dot -0.400; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.881734013557434, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 244cdad1 to history. Total: 3

th(0)=1.881734013557434;dx=-6.378292886384417E-8

Armijo: th(3909006.30159385)=2.0619939118623734; dx=7.510690545754314E-9 evalInputDelta=-0.18025989830493927

New Minimum: 1.881734013557434 > 1.3738214820623398

END: th(1954503.150796925)=1.3738214820623398; dx=-1.21652949460687E-8 evalInputDelta=0.5079125314950943

Fitness changed from 1.881734013557434 to 1.3738214820623398

Iteration 4 complete. Error: 1.3738214820623398 Total: 9.9183; Orientation: 0.0479; Line Search: 6.8641

Iteration 5

Iteration 5

Adding measurement 332cf8ba to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.228e+03, gradient 2.727e-04, dot -0.426; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.3738214820623398, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 332cf8ba to history. Total: 3

th(0)=1.3738214820623398;dx=-4.806535644176024E-8

Armijo: th(4210849.389853513)=3.3201032280921936; dx=1.7860142039673304E-8 evalInputDelta=-1.9462817460298538

Armijo: th(2105424.6949267564)=1.5114786475896835; dx=-1.048796664078051E-8 evalInputDelta=-0.13765716552734375

New Minimum: 1.3738214820623398 > 1.237888589501381

END: th(701808.2316422522)=1.237888589501381; dx=-2.700247483293924E-8 evalInputDelta=0.13593289256095886

Fitness changed from 1.3738214820623398 to 1.237888589501381

Iteration 5 complete. Error: 1.237888589501381 Total: 11.5771; Orientation: 0.0296; Line Search: 9.2580

Iteration 6

Iteration 6

Adding measurement 34f3448a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.000e+03, gradient 2.467e-04, dot -0.411; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.237888589501381, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 34f3448a to history. Total: 3

th(0)=1.237888589501381;dx=-2.4914395457081753E-8

New Minimum: 1.237888589501381 > 1.2293357402086258

END: th(1512000.0)=1.2293357402086258; dx=-2.078044245127627E-8 evalInputDelta=0.008552849292755127

Fitness changed from 1.237888589501381 to 1.2293357402086258

Iteration 6 complete. Error: 1.2293357402086258 Total: 6.9380; Orientation: 0.0257; Line Search: 4.5996

Iteration 7

Iteration 7

Adding measurement 6b0090ca to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.642e+02, gradient 2.734e-04, dot -0.376; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2293357402086258, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 6b0090ca to history. Total: 3

th(0)=1.2293357402086258;dx=-2.370448424859707E-8

Armijo: th(3257505.2513282085)=2.5257159397006035; dx=3.9981514465608725E-9 evalInputDelta=-1.2963801994919777

Armijo: th(1628752.6256641042)=1.4122804924845695; dx=-1.7795958583201513E-8 evalInputDelta=-0.18294475227594376

New Minimum: 1.2293357402086258 > 1.2157229781150818

WOLFE (weak): th(542917.5418880348)=1.2157229781150818; dx=-2.212808673325227E-8 evalInputDelta=0.013612762093544006

Armijo: th(1085835.0837760696)=1.2684616595506668; dx=-1.9710152417259148E-8 evalInputDelta=-0.039125919342041016

Armijo: th(814376.3128320521)=1.2330853641033173; dx=-2.1892969465204255E-8 evalInputDelta=-0.0037496238946914673

END: th(678646.9273600434)=1.2215379402041435; dx=-1.8789689341518508E-8 evalInputDelta=0.007797800004482269

Fitness changed from 1.2293357402086258 to 1.2157229781150818

Iteration 7 complete. Error: 1.2157229781150818 Total: 18.4989; Orientation: 0.0243; Line Search: 16.1557

Iteration 8

Iteration 8

Adding measurement d431f83 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.029e+03, gradient 2.754e-04, dot -0.361; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2157229781150818, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement d431f83 to history. Total: 3

th(0)=1.2157229781150818;dx=-3.589009720882951E-8

New Minimum: 1.2157229781150818 > 1.0249180868268013

END: th(1462100.4825880255)=1.0249180868268013; dx=-1.3090084469216625E-8 evalInputDelta=0.1908048912882805

Fitness changed from 1.2157229781150818 to 1.0249180868268013

Iteration 8 complete. Error: 1.0249180868268013 Total: 7.5837; Orientation: 0.0309; Line Search: 5.2188

Iteration 9

Iteration 9

Adding measurement 482ac036 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.926e+02, gradient 2.374e-04, dot -0.405; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0249180868268013, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 482ac036 to history. Total: 3

th(0)=1.0249180868268013;dx=-3.201553267069102E-8

Armijo: th(3150000.0000000005)=1.9350702315568924; dx=-4.290116219274259E-9 evalInputDelta=-0.9101521447300911

Armijo: th(1575000.0000000002)=1.167861521244049; dx=-1.0724504854786729E-8 evalInputDelta=-0.14294343441724777

New Minimum: 1.0249180868268013 > 0.9630251824855804

END: th(525000.0000000001)=0.9630251824855804; dx=-1.8441899012603246E-8 evalInputDelta=0.061892904341220856

Fitness changed from 1.0249180868268013 to 0.9630251824855804

Iteration 9 complete. Error: 0.9630251824855804 Total: 11.5349; Orientation: 0.0248; Line Search: 9.1817

Iteration 10

Iteration 10

Adding measurement e36bbb9 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.048e+02, gradient 2.564e-04, dot -0.337; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9630251824855804, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement e36bbb9 to history. Total: 3

th(0)=0.9630251824855804;dx=-1.77732140553121E-8

Armijo: th(1131078.2122667392)=0.9725869297981262; dx=-4.041298009147862E-9 evalInputDelta=-0.009561747312545776

New Minimum: 0.9630251824855804 > 0.9078305065631866

WOLFE (weak): th(565539.1061333696)=0.9078305065631866; dx=-1.956311821151086E-8 evalInputDelta=0.0551946759223938

WOLFE (weak): th(848308.6592000544)=0.9267807751893997; dx=-1.7927762626843302E-8 evalInputDelta=0.036244407296180725

END: th(989693.4357333968)=0.9457876235246658; dx=-9.939371957364075E-9 evalInputDelta=0.017237558960914612

Fitness changed from 0.9630251824855804 to 0.9078305065631866

Iteration 10 complete. Error: 0.9078305065631866 Total: 13.9562; Orientation: 0.0237; Line Search: 11.5779

Iteration 11

Iteration 11

Adding measurement 3d228c48 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.067e+03, gradient 2.434e-04, dot -0.356; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9078305065631866, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 3d228c48 to history. Total: 3

th(0)=0.9078305065631866;dx=-1.9085247790674483E-8

Armijo: th(2132229.870440871)=1.9716450348496437; dx=5.022761689289297E-9 evalInputDelta=-1.063814528286457

Armijo: th(1066114.9352204355)=1.1486740484833717; dx=-9.131788456923305E-9 evalInputDelta=-0.2408435419201851

Armijo: th(355371.6450734785)=0.93289864808321; dx=-1.5912409176692074E-8 evalInputDelta=-0.025068141520023346

Armijo: th(88842.91126836963)=0.9087174981832504; dx=-1.3611568957510198E-8 evalInputDelta=-8.869916200637817E-4

New Minimum: 0.9078305065631866 > 0.9077167436480522

WOLFE (weak): th(17768.582253673925)=0.9077167436480522; dx=-2.211864903048073E-8 evalInputDelta=1.1376291513442993E-4

WOLFE (weak): th(53305.74676102178)=0.9077892825007439; dx=-2.5166750667228353E-8 evalInputDelta=4.122406244277954E-5

Armijo: th(71074.3290146957)=0.9080891981720924; dx=-1.4063766470355884E-8 evalInputDelta=-2.5869160890579224E-4

Armijo: th(62190.037887858736)=0.9078820049762726; dx=-2.2112404667239933E-8 evalInputDelta=-5.14984130859375E-5

END: th(57747.892324440254)=0.9078221768140793; dx=-1.6546648482460745E-8 evalInputDelta=8.32974910736084E-6

Fitness changed from 0.9078305065631866 to 0.9077167436480522

Iteration 11 complete. Error: 0.9077167436480522 Total: 26.2150; Orientation: 0.0237; Line Search: 23.8975

Iteration 12

Iteration 12

Adding measurement 6e858079 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.589e+02, gradient 2.452e-04, dot -0.363; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9077167436480522, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 6e858079 to history. Total: 3

th(0)=0.9077167436480522;dx=-3.9001567738786555E-8

New Minimum: 0.9077167436480522 > 0.8785730004310608

END: th(124414.06250000004)=0.8785730004310608; dx=-3.1872806472522155E-8 evalInputDelta=0.029143743216991425

Fitness changed from 0.9077167436480522 to 0.8785730004310608

Iteration 12 complete. Error: 0.8785730004310608 Total: 6.9449; Orientation: 0.0232; Line Search: 4.6208

Iteration 13

Iteration 13

Adding measurement 4dc944bc to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.415e+02, gradient 2.336e-04, dot -0.358; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8785730004310608, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 4dc944bc to history. Total: 3

th(0)=0.8785730004310608;dx=-2.222810607074207E-8

New Minimum: 0.8785730004310608 > 0.8418859988451004

END: th(268041.972177795)=0.8418859988451004; dx=-1.7118928176419803E-8 evalInputDelta=0.03668700158596039

Fitness changed from 0.8785730004310608 to 0.8418859988451004

Iteration 13 complete. Error: 0.8418859988451004 Total: 7.1104; Orientation: 0.0243; Line Search: 4.7328

Iteration 14

Iteration 14

Adding measurement 3c6f420f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.124e+03, gradient 2.288e-04, dot -0.380; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8418859988451004, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 3c6f420f to history. Total: 3

th(0)=0.8418859988451004;dx=-2.230090018808309E-8

Armijo: th(577478.9232444026)=0.8513879999518394; dx=-2.173140573322689E-8 evalInputDelta=-0.009502001106739044

New Minimum: 0.8418859988451004 > 0.8388499170541763

END: th(288739.4616222013)=0.8388499170541763; dx=-1.9324338390306717E-8 evalInputDelta=0.0030360817909240723

Fitness changed from 0.8418859988451004 to 0.8388499170541763

Iteration 14 complete. Error: 0.8388499170541763 Total: 9.2480; Orientation: 0.0242; Line Search: 6.9075

Iteration 15

Iteration 15

Adding measurement 3cf8b6d5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.063e+03, gradient 2.322e-04, dot -0.360; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8388499170541763, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 3cf8b6d5 to history. Total: 3

th(0)=0.8388499170541763;dx=-2.206773554473865E-8

New Minimum: 0.8388499170541763 > 0.7606850489974022

END: th(622070.3125000003)=0.7606850489974022; dx=-1.8125440872299338E-8 evalInputDelta=0.07816486805677414

Fitness changed from 0.8388499170541763 to 0.7606850489974022

Iteration 15 complete. Error: 0.7606850489974022 Total: 6.9422; Orientation: 0.0234; Line Search: 4.5913

Iteration 16

Iteration 16

Adding measurement 95fdea4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.646e+02, gradient 2.118e-04, dot -0.365; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.7606850489974022, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 95fdea4 to history. Total: 3

th(0)=0.7606850489974022;dx=-1.2716471052393867E-8

New Minimum: 0.7606850489974022 > 0.7463131621479988

END: th(1340209.8608889754)=0.7463131621479988; dx=-7.656364663567245E-9 evalInputDelta=0.014371886849403381

Fitness changed from 0.7606850489974022 to 0.7463131621479988

Iteration 16 complete. Error: 0.7463131621479988 Total: 7.0224; Orientation: 0.0224; Line Search: 4.7035

Iteration 17

Iteration 17

Adding measurement d79fd49 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.582e+03, gradient 2.269e-04, dot -0.388; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.7463131621479988, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement d79fd49 to history. Total: 3

th(0)=0.7463131621479988;dx=-1.607157125641399E-8

Armijo: th(2887394.6162220137)=2.069116309285164; dx=5.4975058353558206E-9 evalInputDelta=-1.322803147137165

Armijo: th(1443697.3081110069)=1.0638687163591385; dx=-6.712141408579744E-9 evalInputDelta=-0.3175555542111397

Armijo: th(481232.4360370023)=0.79035983979702; dx=-1.4569457329836666E-8 evalInputDelta=-0.04404667764902115

Armijo: th(120308.10900925058)=0.7518110498785973; dx=-1.5492455247814954E-8 evalInputDelta=-0.00549788773059845

Armijo: th(24061.621801850117)=0.7471415027976036; dx=-2.124866475397935E-8 evalInputDelta=-8.283406496047974E-4

Armijo: th(4010.270300308353)=0.7464614510536194; dx=-1.9379010876211658E-8 evalInputDelta=-1.4828890562057495E-4

Armijo: th(572.8957571869075)=0.7463339120149612; dx=-2.2100386212138412E-8 evalInputDelta=-2.074986696243286E-5

Armijo: th(71.61196964836344)=0.7463156878948212; dx=-2.2942835984626716E-8 evalInputDelta=-2.5257468223571777E-6

Armijo: th(7.956885516484827)=0.7463132739067078; dx=-2.3856901490040454E-8 evalInputDelta=-1.1175870895385742E-7

Armijo: th(0.7956885516484827)=0.7463133484125137; dx=-1.9604017357624917E-8 evalInputDelta=-1.862645149230957E-7

Armijo: th(0.07233532287713479)=0.7463131621479988; dx=-2.6452438136525318E-8 evalInputDelta=0.0

Armijo: th(0.006027943573094566)=0.7463132664561272; dx=-2.1172336176980858E-8 evalInputDelta=-1.043081283569336E-7

WOLFE (weak): th(4.6368796716112046E-4)=0.7463131621479988; dx=-2.354012357962845E-8 evalInputDelta=0.0

New Minimum: 0.7463131621479988 > 0.7463131323456764

WOLFE (weak): th(0.003245815770127843)=0.7463131323456764; dx=-1.8606834603495307E-8 evalInputDelta=2.9802322387695312E-8

New Minimum: 0.7463131323456764 > 0.746313102543354

WOLFE (weak): th(0.004636879671611204)=0.746313102543354; dx=-2.1631550807187803E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005332411622352885)=0.746313251554966; dx=-2.056228671699668E-8 evalInputDelta=-8.940696716308594E-8

WOLFE (weak): th(0.0049846456469820445)=0.746313102543354; dx=-2.0105552825413336E-8 evalInputDelta=5.9604644775390625E-8

WOLFE (weak): th(0.005158528634667465)=0.746313102543354; dx=-2.5216896626909446E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005245470128510175)=0.746313251554966; dx=-2.0892387980443032E-8 evalInputDelta=-8.940696716308594E-8

Armijo: th(0.00520199938158882)=0.746313251554966; dx=-1.7319936797364264E-8 evalInputDelta=-8.940696716308594E-8

WOLFE (weak): th(0.005180264008128143)=0.746313102543354; dx=-2.080867719120234E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005191131694858481)=0.746313251554966; dx=-2.4957041420216936E-8 evalInputDelta=-8.940696716308594E-8

WOLFE (weak): th(0.005185697851493312)=0.746313102543354; dx=-2.6849584506817815E-8 evalInputDelta=5.9604644775390625E-8

WOLFE (weak): th(0.005188414773175897)=0.746313102543354; dx=-1.6498623397210092E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005189773234017189)=0.746313251554966; dx=-2.367857202460236E-8 evalInputDelta=-8.940696716308594E-8

Armijo: th(0.005189094003596543)=0.746313251554966; dx=-2.462791044305508E-8 evalInputDelta=-8.940696716308594E-8

WOLFE (weak): th(0.00518875438838622)=0.746313102543354; dx=-1.5852378989688056E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005188924195991382)=0.746313251554966; dx=-2.0840040097287775E-8 evalInputDelta=-8.940696716308594E-8

WOLFE (weak): th(0.005188839292188802)=0.746313102543354; dx=-1.9469046903104664E-8 evalInputDelta=5.9604644775390625E-8

Armijo: th(0.005188881744090092)=0.746313251554966; dx=-1.94603235266368E-8 evalInputDelta=-8.940696716308594E-8

mu ~= nu (0.005188839292188802): th(0.004636879671611204)=0.746313102543354

Fitness changed from 0.7463131621479988 to 0.746313102543354

Iteration 17 complete. Error: 0.746313102543354 Total: 77.4451; Orientation: 0.0228; Line Search: 75.1120

Iteration 18

Iteration 18

Adding measurement 3de5f812 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.082e+03, gradient 2.107e-04, dot -0.358; [0f391b9f-312f-4f7a-ac49-42b98ffafff0 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.746313102543354, 3.427488833665848, 5.871800482273102, 8.616391068324447

LBFGS Accumulation History: 3 points

Removed measurement 3de5f812 to history. Total: 3

th(0)=0.746313102543354;dx=-1.710857870673181E-8

Armijo: th(0.011179061102016438)=0.7463132366538048; dx=-1.664577072545782E-8 evalInputDelta=-1.341104507446289E-7

Armijo: th(0.005589530551008219)=0.7463132366538048; dx=-1.3406588314725866E-8 evalInputDelta=-1.341104507446289E-7

Armijo: th(0.0018631768503360728)=0.7463132813572884; dx=-1.4296322236081342E-8 evalInputDelta=-1.7881393432617188E-7

WOLFE (weak): th(4.657942125840182E-4)=0.746313102543354; dx=-1.7643807383328847E-8 evalInputDelta=0.0

Armijo: th(0.0011644855314600455)=0.7463132813572884; dx=-2.1184434897019798E-8 evalInputDelta=-1.7881393432617188E-7

Armijo: th(8.151398720220318E-4)=0.7463131472468376; dx=-2.1027415954326495E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(6.40467042303025E-4)=0.7463131472468376; dx=-1.9183961612878705E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(5.531306274435216E-4)=0.7463131472468376; dx=-1.3422030067392915E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(5.094624200137699E-4)=0.7463131472468376; dx=-2.1646466420169658E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(4.87628316298894E-4)=0.746313102543354; dx=-2.401941570563595E-8 evalInputDelta=0.0

Armijo: th(4.98545368156332E-4)=0.7463131472468376; dx=-2.3393382188265982E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(4.93086842227613E-4)=0.746313102543354; dx=-1.7187137873770748E-8 evalInputDelta=0.0

Armijo: th(4.958161051919725E-4)=0.7463131472468376; dx=-1.892283528287592E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(4.944514737097927E-4)=0.7463131472468376; dx=-2.0792947326599072E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(4.937691579687028E-4)=0.7463131472468376; dx=-1.8806467873235418E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(4.934280000981579E-4)=0.7463131472468376; dx=-1.7980049595230274E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(4.932574211628854E-4)=0.746313102543354; dx=-2.1468255337363845E-8 evalInputDelta=0.0

WOLFE (weak): th(4.933427106305216E-4)=0.746313102543354; dx=-2.1405446373261673E-8 evalInputDelta=0.0

Armijo: th(4.933853553643398E-4)=0.7463131472468376; dx=-1.8685736920931822E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(4.933640329974307E-4)=0.746313102543354; dx=-2.034639519846307E-8 evalInputDelta=0.0

Armijo: th(4.933746941808853E-4)=0.7463131472468376; dx=-2.070633154154688E-8 evalInputDelta=-4.470348358154297E-8

Armijo: th(4.933693635891579E-4)=0.7463131472468376; dx=-1.610335946265589E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(4.933666982932944E-4)=0.746313102543354; dx=-2.020128991458371E-8 evalInputDelta=0.0

mu ~= nu (4.933666982932944E-4): th(0.0)=0.746313102543354

Fitness changed from 0.746313102543354 to 0.746313102543354

Static Iteration Total: 60.8618; Orientation: 0.0247; Line Search: 58.4979

Iteration 18 failed. Error: 0.746313102543354

Previous Error: 0.0 -> 0.746313102543354

Retrying iteration 18

Reset training subject: 620782334935200

Iteration 19

Iteration 19

Adding measurement 610cc9af to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=0.746313102543354;dx=-1.9557053398773524E-8

WOLFE (weak): th(0.0010629292008125014)=0.746313102543354; dx=-1.889988622221497E-8 evalInputDelta=0.0

WOLFE (weak): th(0.002125858401625003)=0.746313102543354; dx=-1.642184874019105E-8 evalInputDelta=0.0

WOLFE (weak): th(0.006377575204875008)=0.746313102543354; dx=-1.9490172734385043E-8 evalInputDelta=0.0

Armijo: th(0.025510300819500033)=0.7463131621479988; dx=-2.050183338485982E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(0.01594393801218752)=0.746313102543354; dx=-1.9746648185422495E-8 evalInputDelta=0.0

WOLFE (weak): th(0.020727119415843778)=0.746313102543354; dx=-1.6848144309756927E-8 evalInputDelta=0.0

New Minimum: 0.746313102543354 > 0.7463130429387093

END: th(0.023118710117671908)=0.7463130429387093; dx=-1.466070453349079E-8 evalInputDelta=5.9604644775390625E-8

Fitness changed from 0.746313102543354 to 0.7463130429387093

Iteration 19 complete. Error: 0.7463130429387093 Total: 23.1499; Orientation: 0.0015; Line Search: 18.5184

Iteration 20

Iteration 20

Adding measurement cabb9c6 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=0.7463130429387093;dx=-1.5078999049243718E-8

Armijo: th(0.04980775106630345)=0.7463131472468376; dx=-1.6565837977808652E-8 evalInputDelta=-1.043081283569336E-7

Armijo: th(0.024903875533151727)=0.7463133111596107; dx=-1.334474726737312E-8 evalInputDelta=-2.682209014892578E-7

Armijo: th(0.008301291844383909)=0.7463133111596107; dx=-1.8056763337345563E-8 evalInputDelta=-2.682209014892578E-7

Armijo: th(0.002075322961095977)=0.7463132217526436; dx=-1.724854013685126E-8 evalInputDelta=-1.7881393432617188E-7

Armijo: th(4.1506459221919543E-4)=0.746313102543354; dx=-2.8925830528621744E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(6.917743203653257E-5)=0.7463130429387093; dx=-1.763485585955088E-8 evalInputDelta=0.0

Armijo: th(2.4212101212786402E-4)=0.746313102543354; dx=-1.5611627152987277E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(1.5564922208219828E-4)=0.7463130429387093; dx=-1.9919525790344314E-8 evalInputDelta=0.0

WOLFE (weak): th(1.9888511710503115E-4)=0.7463130429387093; dx=-1.6304174738834137E-8 evalInputDelta=0.0

WOLFE (weak): th(2.205030646164476E-4)=0.7463130429387093; dx=-1.63602170320203E-8 evalInputDelta=0.0

Armijo: th(2.313120383721558E-4)=0.746313102543354; dx=-1.5574774248703438E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.259075514943017E-4)=0.746313102543354; dx=-1.4307169362976287E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.2320530805537464E-4)=0.746313102543354; dx=-1.3210646879722633E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.2185418633591112E-4)=0.746313102543354; dx=-1.4635700047549822E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(2.2117862547617936E-4)=0.7463130429387093; dx=-1.6031691466076807E-8 evalInputDelta=0.0

Armijo: th(2.2151640590604524E-4)=0.746313102543354; dx=-2.172664602384317E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.213475156911123E-4)=0.746313102543354; dx=-1.3677412565068786E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(2.2126307058364583E-4)=0.7463130429387093; dx=-1.2571339167675192E-8 evalInputDelta=0.0

WOLFE (weak): th(2.2130529313737907E-4)=0.7463130429387093; dx=-1.3676474821403357E-8 evalInputDelta=0.0

WOLFE (weak): th(2.2132640441424568E-4)=0.7463130429387093; dx=-2.1148227812962326E-8 evalInputDelta=0.0

Armijo: th(2.21336960052679E-4)=0.746313102543354; dx=-1.5528593411552863E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.2133168223346234E-4)=0.746313102543354; dx=-1.891512996180139E-8 evalInputDelta=-5.9604644775390625E-8

Armijo: th(2.21329043323854E-4)=0.746313102543354; dx=-1.9293313240883686E-8 evalInputDelta=-5.9604644775390625E-8

WOLFE (weak): th(2.2132772386904983E-4)=0.7463130429387093; dx=-2.079485492416308E-8 evalInputDelta=0.0

mu ~= nu (2.2132772386904983E-4): th(0.0)=0.7463130429387093

Fitness changed from 0.7463130429387093 to 0.7463130429387093

Static Iteration Total: 63.5915; Orientation: 0.0030; Line Search: 61.2790

Iteration 20 failed. Error: 0.7463130429387093

Previous Error: 0.0 -> 0.7463130429387093

Retrying iteration 20

Final threshold in iteration 20: 0.7463130429387093 (> -Infinity) after 415.782s (< 5400.000s)