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: 22492266309900

Reset training subject: 22501250581100

Iteration 1

Iteration 1

Adding measurement 9f5cf20 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=2.9352311939001083;dx=-2.5478052815791477E-5

New Minimum: 2.9352311939001083 > 2.9352044835686684

WOLFE (weak): th(2.154434690031884)=2.9352044835686684; dx=-2.465788050383812E-5 evalInputDelta=2.6710331439971924E-5

New Minimum: 2.9352044835686684 > 2.9351779967546463

WOLFE (weak): th(4.308869380063768)=2.9351779967546463; dx=-2.4657370964596716E-5 evalInputDelta=5.319714546203613E-5

New Minimum: 2.9351779967546463 > 2.9350716583430767

WOLFE (weak): th(12.926608140191302)=2.9350716583430767; dx=-2.465852295709588E-5 evalInputDelta=1.5953555703163147E-4

New Minimum: 2.9350716583430767 > 2.9345936849713326

WOLFE (weak): th(51.70643256076521)=2.9345936849713326; dx=-2.4650327540860966E-5 evalInputDelta=6.375089287757874E-4

New Minimum: 2.9345936849713326 > 2.932045966386795

WOLFE (weak): th(258.53216280382605)=2.932045966386795; dx=-2.4621113773440796E-5 evalInputDelta=0.0031852275133132935

New Minimum: 2.932045966386795 > 2.9161891862750053

WOLFE (weak): th(1551.1929768229563)=2.9161891862750053; dx=-2.443342699388364E-5 evalInputDelta=0.019042007625102997

New Minimum: 2.9161891862750053 > 2.8047209307551384

WOLFE (weak): th(10858.350837760694)=2.8047209307551384; dx=-2.3362648587329024E-5 evalInputDelta=0.13051026314496994

New Minimum: 2.8047209307551384 > 2.1672358103096485

END: th(86866.80670208555)=2.1672358103096485; dx=-1.0297989979614168E-5 evalInputDelta=0.7679953835904598

Fitness changed from 2.9352311939001083 to 2.1672358103096485

Iteration 1 complete. Error: 2.1672358103096485 Total: 105.8163; Orientation: 0.0062; Line Search: 79.5080

Iteration 2

Iteration 2

Adding measurement 6fd9244a to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=2.1672358103096485;dx=-1.5228549288402517E-5

New Minimum: 2.1672358103096485 > 1.6485633701086044

WOLF (strong): th(187148.86177126726)=1.6485633701086044; dx=4.2208528423639814E-7 evalInputDelta=0.5186724402010441

END: th(93574.43088563363)=1.723522923886776; dx=-4.250522841633325E-6 evalInputDelta=0.44371288642287254

Fitness changed from 2.1672358103096485 to 1.6485633701086044

Iteration 2 complete. Error: 1.6485633701086044 Total: 35.5763; Orientation: 0.0035; Line Search: 26.6004

Iteration 3

Iteration 3

Adding measurement 54ecf15b to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=1.6485633701086044;dx=-1.6297683971254142E-5

New Minimum: 1.6485633701086044 > 1.4758664928376675

WOLF (strong): th(201600.00000000003)=1.4758664928376675; dx=8.06029940737327E-6 evalInputDelta=0.17269687727093697

New Minimum: 1.4758664928376675 > 1.2320131063461304

END: th(100800.00000000001)=1.2320131063461304; dx=-3.6224514818362756E-7 evalInputDelta=0.41655026376247406

Fitness changed from 1.6485633701086044 to 1.2320131063461304

Iteration 3 complete. Error: 1.2320131063461304 Total: 36.0907; Orientation: 0.0035; Line Search: 27.3415

Iteration 4

Iteration 4

Adding measurement 11d7e825 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.015e+02, gradient 2.684e-03, dot -0.616; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2320131063461304, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 11d7e825 to history. Total: 3

th(0)=1.2320131063461304;dx=-7.206019959063739E-6

New Minimum: 1.2320131063461304 > 1.0426209457218647

WOLF (strong): th(217167.01675521393)=1.0426209457218647; dx=2.5156285852246957E-6 evalInputDelta=0.18939216062426567

New Minimum: 1.0426209457218647 > 1.000876508653164

END: th(108583.50837760697)=1.000876508653164; dx=-1.5075371436710148E-6 evalInputDelta=0.23113659769296646

Fitness changed from 1.2320131063461304 to 1.000876508653164

Iteration 4 complete. Error: 1.000876508653164 Total: 35.3103; Orientation: 0.0594; Line Search: 26.3223

Iteration 5

Iteration 5

Adding measurement 18830cdf to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 2.266e-03, dot -0.698; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.000876508653164, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 18830cdf to history. Total: 3

th(0)=1.000876508653164;dx=-5.135631356420114E-6

New Minimum: 1.000876508653164 > 0.8739316239953041

WOLF (strong): th(233936.07721408413)=0.8739316239953041; dx=1.6644378386849976E-6 evalInputDelta=0.1269448846578598

New Minimum: 0.8739316239953041 > 0.831978440284729

END: th(116968.03860704206)=0.831978440284729; dx=-6.681072688650869E-7 evalInputDelta=0.1688980683684349

Fitness changed from 1.000876508653164 to 0.831978440284729

Iteration 5 complete. Error: 0.831978440284729 Total: 35.4998; Orientation: 0.0590; Line Search: 26.5723

Iteration 6

Iteration 6

Adding measurement 7678de37 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.153e+03, gradient 2.288e-03, dot -0.641; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.831978440284729, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 7678de37 to history. Total: 3

th(0)=0.831978440284729;dx=-5.236386695535367E-6

Armijo: th(252000.0000000001)=0.8416560515761375; dx=2.5374307019969573E-6 evalInputDelta=-0.009677611291408539

New Minimum: 0.831978440284729 > 0.714302234351635

WOLF (strong): th(126000.00000000004)=0.714302234351635; dx=9.020517012487786E-7 evalInputDelta=0.11767620593309402

END: th(42000.000000000015)=0.7452667728066444; dx=-2.895639370905124E-6 evalInputDelta=0.08671166747808456

Fitness changed from 0.831978440284729 to 0.714302234351635

Iteration 6 complete. Error: 0.714302234351635 Total: 45.2727; Orientation: 0.0594; Line Search: 36.0807

Iteration 7

Iteration 7

Adding measurement 4484ac76 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.572e+03, gradient 2.568e-03, dot -0.554; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.714302234351635, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 4484ac76 to history. Total: 3

th(0)=0.714302234351635;dx=-6.5960786251487865E-6

New Minimum: 0.714302234351635 > 0.5809610672295094

WOLF (strong): th(90486.25698133915)=0.5809610672295094; dx=7.169419315760959E-7 evalInputDelta=0.13334116712212563

END: th(45243.12849066957)=0.6039283871650696; dx=-3.011425629684454E-6 evalInputDelta=0.1103738471865654

Fitness changed from 0.714302234351635 to 0.5809610672295094

Iteration 7 complete. Error: 0.5809610672295094 Total: 36.2302; Orientation: 0.0584; Line Search: 27.3368

Iteration 8

Iteration 8

Adding measurement 5fd1d0a8 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.315e+03, gradient 2.012e-03, dot -0.619; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.5809610672295094, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 5fd1d0a8 to history. Total: 3

th(0)=0.5809610672295094;dx=-4.049174543722286E-6

New Minimum: 0.5809610672295094 > 0.4869660250842571

WOLF (strong): th(97473.3655058684)=0.4869660250842571; dx=1.7315312914885713E-7 evalInputDelta=0.09399504214525223

END: th(48736.6827529342)=0.5064073540270329; dx=-1.8750872068537116E-6 evalInputDelta=0.0745537132024765

Fitness changed from 0.5809610672295094 to 0.4869660250842571

Iteration 8 complete. Error: 0.4869660250842571 Total: 35.0457; Orientation: 0.0588; Line Search: 25.9444

Iteration 9

Iteration 9

Adding measurement 6bc04882 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.654e+03, gradient 1.983e-03, dot -0.620; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.4869660250842571, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 6bc04882 to history. Total: 3

th(0)=0.4869660250842571;dx=-3.931709159020509E-6

New Minimum: 0.4869660250842571 > 0.4103484936058521

WOLF (strong): th(105000.00000000004)=0.4103484936058521; dx=8.376273595907845E-7 evalInputDelta=0.076617531478405

END: th(52500.00000000002)=0.41441577672958374; dx=-1.4297351636279549E-6 evalInputDelta=0.07255024835467339

Fitness changed from 0.4869660250842571 to 0.4103484936058521

Iteration 9 complete. Error: 0.4103484936058521 Total: 35.9844; Orientation: 0.0570; Line Search: 26.3362

Iteration 10

Iteration 10

Adding measurement f3d45ef to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.471e+03, gradient 2.159e-03, dot -0.546; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.4103484936058521, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement f3d45ef to history. Total: 3

th(0)=0.4103484936058521;dx=-4.660373730242819E-6

New Minimum: 0.4103484936058521 > 0.34712789580225945

WOLF (strong): th(113107.82122667394)=0.34712789580225945; dx=1.8921314955108638E-6 evalInputDelta=0.06322059780359268

New Minimum: 0.34712789580225945 > 0.3277171365916729

END: th(56553.91061333697)=0.3277171365916729; dx=-8.982106120270514E-7 evalInputDelta=0.08263135701417923

Fitness changed from 0.4103484936058521 to 0.3277171365916729

Iteration 10 complete. Error: 0.3277171365916729 Total: 34.8832; Orientation: 0.0584; Line Search: 26.0747

Iteration 11

Iteration 11

Adding measurement 30da5500 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.593e+03, gradient 1.354e-03, dot -0.778; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.3277171365916729, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 30da5500 to history. Total: 3

th(0)=0.3277171365916729;dx=-1.8328886953807847E-6

New Minimum: 0.3277171365916729 > 0.24294176325201988

END: th(121841.70688233551)=0.24294176325201988; dx=-9.622005226496028E-7 evalInputDelta=0.08477537333965302

Fitness changed from 0.3277171365916729 to 0.24294176325201988

Iteration 11 complete. Error: 0.24294176325201988 Total: 26.4418; Orientation: 0.0583; Line Search: 17.5883

Iteration 12

Iteration 12

Adding measurement 1e3d7a89 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.674e+03, gradient 1.564e-03, dot -0.666; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.24294176325201988, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 1e3d7a89 to history. Total: 3

th(0)=0.24294176325201988;dx=-2.4470396486351073E-6

New Minimum: 0.24294176325201988 > 0.23991134762763977

WOLF (strong): th(262500.0000000001)=0.23991134762763977; dx=9.078536587311444E-7 evalInputDelta=0.0030304156243801117

New Minimum: 0.23991134762763977 > 0.19369231164455414

WOLF (strong): th(131250.00000000006)=0.19369231164455414; dx=3.676122162761937E-7 evalInputDelta=0.049249451607465744

END: th(43750.00000000002)=0.2033582627773285; dx=-1.1395888603410541E-6 evalInputDelta=0.03958350047469139

Fitness changed from 0.24294176325201988 to 0.19369231164455414

Iteration 12 complete. Error: 0.19369231164455414 Total: 44.3986; Orientation: 0.0574; Line Search: 35.0668

Iteration 13

Iteration 13

Adding measurement 24a31d43 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.813e+03, gradient 2.098e-03, dot -0.512; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.19369231164455414, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 24a31d43 to history. Total: 3

th(0)=0.19369231164455414;dx=-4.401712272113582E-6

New Minimum: 0.19369231164455414 > 0.12114917114377022

WOLF (strong): th(94256.51768889496)=0.12114917114377022; dx=1.5087687161218422E-6 evalInputDelta=0.07254314050078392

New Minimum: 0.12114917114377022 > 0.11927453055977821

END: th(47128.25884444748)=0.11927453055977821; dx=-1.6887373555026485E-6 evalInputDelta=0.07441778108477592

Fitness changed from 0.19369231164455414 to 0.11927453055977821

Iteration 13 complete. Error: 0.11927453055977821 Total: 35.9831; Orientation: 0.0583; Line Search: 26.7964

Iteration 14

Iteration 14

Adding measurement 1fc8ce to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.670e+03, gradient 1.261e-03, dot -0.739; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.11927453055977821, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 1fc8ce to history. Total: 3

th(0)=0.11927453055977821;dx=-1.5908570253376127E-6

New Minimum: 0.11927453055977821 > 0.060715608298778534

END: th(101534.7557352796)=0.060715608298778534; dx=-7.213567814949783E-7 evalInputDelta=0.05855892226099968

Fitness changed from 0.11927453055977821 to 0.060715608298778534

Iteration 14 complete. Error: 0.060715608298778534 Total: 26.9972; Orientation: 0.0614; Line Search: 18.1906

Iteration 15

Iteration 15

Adding measurement 1e6b761c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.848e+03, gradient 1.408e-03, dot -0.676; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.060715608298778534, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 1e6b761c to history. Total: 3

th(0)=0.060715608298778534;dx=-1.982715079720429E-6

New Minimum: 0.060715608298778534 > 0.037391502410173416

WOLF (strong): th(218750.00000000015)=0.037391502410173416; dx=5.100651204154656E-7 evalInputDelta=0.023324105888605118

New Minimum: 0.037391502410173416 > 0.018186599016189575

WOLF (strong): th(109375.00000000007)=0.018186599016189575; dx=6.05541558749386E-8 evalInputDelta=0.04252900928258896

END: th(36458.33333333336)=0.03259887546300888; dx=-1.083518862810934E-6 evalInputDelta=0.028116732835769653

Fitness changed from 0.060715608298778534 to 0.018186599016189575

Iteration 15 complete. Error: 0.018186599016189575 Total: 43.8290; Orientation: 0.0581; Line Search: 34.9193

Iteration 16

Iteration 16

Adding measurement 120a88c5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.734e+03, gradient 1.741e-03, dot -0.536; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.018186599016189575, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 120a88c5 to history. Total: 3

th(0)=0.018186599016189575;dx=-3.029606182463016E-6

New Minimum: 0.018186599016189575 > -0.03523489460349083

WOLF (strong): th(78547.09807407916)=-0.03523489460349083; dx=5.088912081697809E-7 evalInputDelta=0.053421493619680405

END: th(39273.54903703958)=-0.02769402414560318; dx=-1.425373032257761E-6 evalInputDelta=0.045880623161792755

Fitness changed from 0.018186599016189575 to -0.03523489460349083

Iteration 16 complete. Error: -0.03523489460349083 Total: 36.3257; Orientation: 0.0575; Line Search: 27.0581

Iteration 17

Iteration 17

Adding measurement 6b8afa1a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.935e+03, gradient 1.575e-03, dot -0.587; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.03523489460349083, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 6b8afa1a to history. Total: 3

th(0)=-0.03523489460349083;dx=-2.481512063037898E-6

New Minimum: -0.03523489460349083 > -0.07274755090475082

WOLF (strong): th(84612.29644606635)=-0.07274755090475082; dx=5.208750491816264E-7 evalInputDelta=0.037512656301259995

END: th(42306.148223033175)=-0.07145813852548599; dx=-8.303480824884532E-7 evalInputDelta=0.03622324392199516

Fitness changed from -0.03523489460349083 to -0.07274755090475082

Iteration 17 complete. Error: -0.07274755090475082 Total: 35.4392; Orientation: 0.0580; Line Search: 26.6791

Iteration 18

Iteration 18

Adding measurement 68be3fb2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.772e+03, gradient 1.648e-03, dot -0.537; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.07274755090475082, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 68be3fb2 to history. Total: 3

th(0)=-0.07274755090475082;dx=-2.717120590833766E-6

New Minimum: -0.07274755090475082 > -0.11136158183217049

WOLF (strong): th(91145.83333333342)=-0.11136158183217049; dx=9.455577548384878E-7 evalInputDelta=0.03861403092741966

New Minimum: -0.11136158183217049 > -0.11544854938983917

END: th(45572.91666666671)=-0.11544854938983917; dx=-8.194375721684654E-7 evalInputDelta=0.04270099848508835

Fitness changed from -0.07274755090475082 to -0.11544854938983917

Iteration 18 complete. Error: -0.11544854938983917 Total: 35.8909; Orientation: 0.0579; Line Search: 26.9424

Iteration 19

Iteration 19

Adding measurement 47ae099c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.823e+03, gradient 1.030e-03, dot -0.797; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.11544854938983917, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement 47ae099c to history. Total: 3

th(0)=-0.11544854938983917;dx=-1.0602561213814937E-6

New Minimum: -0.11544854938983917 > -0.16165971755981445

END: th(98183.87259259896)=-0.16165971755981445; dx=-8.3524697211545E-7 evalInputDelta=0.04621116816997528

Fitness changed from -0.11544854938983917 to -0.16165971755981445

Iteration 19 complete. Error: -0.16165971755981445 Total: 26.8447; Orientation: 0.0576; Line Search: 17.6940

Iteration 20

Iteration 20

Adding measurement cdc9a0a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.847e+03, gradient 1.092e-03, dot -0.741; [33669e23-0ea9-4010-8d64-df310168ea6d = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.16165971755981445, 1.6485633701086044, 2.1672358103096485, 2.9352311939001083

LBFGS Accumulation History: 3 points

Removed measurement cdc9a0a to history. Total: 3

th(0)=-0.16165971755981445;dx=-1.192071547197738E-6

New Minimum: -0.16165971755981445 > -0.21732360497117043

END: th(211530.7411151659)=-0.21732360497117043; dx=-2.0674244396906867E-7 evalInputDelta=0.05566388741135597

Fitness changed from -0.16165971755981445 to -0.21732360497117043

Iteration 20 complete. Error: -0.21732360497117043 Total: 26.5862; Orientation: 0.0594; Line Search: 17.6793

Final threshold in iteration 21: -0.21732360497117043 (> -Infinity) after 774.445s (< 5400.000s)