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: 23285330035300

Reset training subject: 23294042928200

Iteration 1

Iteration 1

Adding measurement 5920a00a to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=3.172336481511593;dx=-3.267542689947602E-5

New Minimum: 3.172336481511593 > 3.1723021045327187

WOLFE (weak): th(2.154434690031884)=3.1723021045327187; dx=-3.181362681186262E-5 evalInputDelta=3.437697887420654E-5

New Minimum: 3.1723021045327187 > 3.1722676791250706

WOLFE (weak): th(4.308869380063768)=3.1722676791250706; dx=-3.181048916748359E-5 evalInputDelta=6.880238652229309E-5

New Minimum: 3.1722676791250706 > 3.172130972146988

WOLFE (weak): th(12.926608140191302)=3.172130972146988; dx=-3.180888211252251E-5 evalInputDelta=2.0550936460494995E-4

New Minimum: 3.172130972146988 > 3.171514254063368

WOLFE (weak): th(51.70643256076521)=3.171514254063368; dx=-3.179844543717988E-5 evalInputDelta=8.222274482250214E-4

New Minimum: 3.171514254063368 > 3.1682294383645058

WOLFE (weak): th(258.53216280382605)=3.1682294383645058; dx=-3.173419426431141E-5 evalInputDelta=0.004107043147087097

New Minimum: 3.1682294383645058 > 3.147814054042101

WOLFE (weak): th(1551.1929768229563)=3.147814054042101; dx=-3.143803721376224E-5 evalInputDelta=0.02452242746949196

New Minimum: 3.147814054042101 > 3.0075963847339153

END: th(10858.350837760694)=3.0075963847339153; dx=-2.8774437990667605E-5 evalInputDelta=0.16474009677767754

Fitness changed from 3.172336481511593 to 3.0075963847339153

Iteration 1 complete. Error: 3.0075963847339153 Total: 98.3083; Orientation: 0.0058; Line Search: 71.1991

Iteration 2

Iteration 2

Adding measurement 3f5ae0ee to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=3.0075963847339153;dx=-2.6922027570445646E-5

New Minimum: 3.0075963847339153 > 2.719782441854477

END: th(23393.607721408407)=2.719782441854477; dx=-2.1840476537926664E-5 evalInputDelta=0.2878139428794384

Fitness changed from 3.0075963847339153 to 2.719782441854477

Iteration 2 complete. Error: 2.719782441854477 Total: 26.3984; Orientation: 0.0035; Line Search: 17.5881

Iteration 3

Iteration 3

Adding measurement 57b7f702 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=2.719782441854477;dx=-2.0578250504133135E-5

New Minimum: 2.719782441854477 > 2.2770452238619328

END: th(50400.00000000001)=2.2770452238619328; dx=-1.4238355114240983E-5 evalInputDelta=0.4427372179925442

Fitness changed from 2.719782441854477 to 2.2770452238619328

Iteration 3 complete. Error: 2.2770452238619328 Total: 26.7442; Orientation: 0.0036; Line Search: 17.7860

Iteration 4

Iteration 4

Adding measurement 1f10e58c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.128e+03, gradient 3.776e-03, dot -0.874; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.2770452238619328, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 1f10e58c to history. Total: 3

th(0)=2.2770452238619328;dx=-1.425982008376345E-5

New Minimum: 2.2770452238619328 > 1.7418638542294502

END: th(108583.50837760697)=1.7418638542294502; dx=-6.265297633459364E-6 evalInputDelta=0.5351813696324825

Fitness changed from 2.2770452238619328 to 1.7418638542294502

Iteration 4 complete. Error: 1.7418638542294502 Total: 27.3656; Orientation: 0.0588; Line Search: 18.3988

Iteration 5

Iteration 5

Adding measurement 534332c5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.767e+02, gradient 3.323e-03, dot -0.620; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.7418638542294502, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 534332c5 to history. Total: 3

th(0)=1.7418638542294502;dx=-1.1039652004722623E-5

New Minimum: 1.7418638542294502 > 1.550744965672493

WOLF (strong): th(233936.07721408413)=1.550744965672493; dx=1.4391449665220304E-6 evalInputDelta=0.19111888855695724

New Minimum: 1.550744965672493 > 1.4998230263590813

END: th(116968.03860704206)=1.4998230263590813; dx=-3.149352946734605E-8 evalInputDelta=0.24204082787036896

Fitness changed from 1.7418638542294502 to 1.4998230263590813

Iteration 5 complete. Error: 1.4998230263590813 Total: 35.4506; Orientation: 0.0585; Line Search: 26.6173

Iteration 6

Iteration 6

Adding measurement 1d341aca to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.931e+02, gradient 3.847e-03, dot -0.441; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.4998230263590813, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 1d341aca to history. Total: 3

th(0)=1.4998230263590813;dx=-1.4801886214058377E-5

Armijo: th(252000.0000000001)=1.8165930919349194; dx=6.120463608329764E-6 evalInputDelta=-0.3167700655758381

New Minimum: 1.4998230263590813 > 1.403036940842867

WOLF (strong): th(126000.00000000004)=1.403036940842867; dx=7.057964394960149E-6 evalInputDelta=0.09678608551621437

New Minimum: 1.403036940842867 > 1.2862152978777885

END: th(42000.000000000015)=1.2862152978777885; dx=-5.056633204186089E-6 evalInputDelta=0.21360772848129272

Fitness changed from 1.4998230263590813 to 1.2862152978777885

Iteration 6 complete. Error: 1.2862152978777885 Total: 44.6736; Orientation: 0.0584; Line Search: 35.6025

Iteration 7

Iteration 7

Adding measurement 23510a5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.660e+02, gradient 2.338e-03, dot -0.622; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2862152978777885, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 23510a5 to history. Total: 3

th(0)=1.2862152978777885;dx=-5.464572707844128E-6

New Minimum: 1.2862152978777885 > 1.1155587583780289

END: th(90486.25698133915)=1.1155587583780289; dx=-2.083117370316391E-6 evalInputDelta=0.17065653949975967

Fitness changed from 1.2862152978777885 to 1.1155587583780289

Iteration 7 complete. Error: 1.1155587583780289 Total: 26.6145; Orientation: 0.0581; Line Search: 17.7101

Iteration 8

Iteration 8

Adding measurement 3b3cc5f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.328e+02, gradient 2.295e-03, dot -0.612; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.1155587583780289, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 3b3cc5f to history. Total: 3

th(0)=1.1155587583780289;dx=-5.268894713687045E-6

New Minimum: 1.1155587583780289 > 1.058030929416418

WOLF (strong): th(194946.7310117368)=1.058030929416418; dx=1.742944903160854E-6 evalInputDelta=0.057527828961610794

New Minimum: 1.058030929416418 > 1.0028770044445992

WOLF (strong): th(97473.3655058684)=1.0028770044445992; dx=5.762859743364994E-8 evalInputDelta=0.11268175393342972

END: th(32491.121835289465)=1.0464471951127052; dx=-3.135036994972309E-6 evalInputDelta=0.06911156326532364

Fitness changed from 1.1155587583780289 to 1.0028770044445992

Iteration 8 complete. Error: 1.0028770044445992 Total: 44.5160; Orientation: 0.0577; Line Search: 35.5318

Iteration 9

Iteration 9

Adding measurement 3402365f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.161e+02, gradient 2.783e-03, dot -0.480; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0028770044445992, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 3402365f to history. Total: 3

th(0)=1.0028770044445992;dx=-7.74322919478886E-6

New Minimum: 1.0028770044445992 > 0.8953617587685585

WOLF (strong): th(70000.00000000003)=0.8953617587685585; dx=1.4708379643340647E-6 evalInputDelta=0.10751524567604065

END: th(35000.000000000015)=0.9059734009206295; dx=-3.0584896946729665E-6 evalInputDelta=0.09690360352396965

Fitness changed from 1.0028770044445992 to 0.8953617587685585

Iteration 9 complete. Error: 0.8953617587685585 Total: 35.5986; Orientation: 0.0579; Line Search: 26.6288

Iteration 10

Iteration 10

Adding measurement 324db828 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.399e+02, gradient 2.509e-03, dot -0.505; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8953617587685585, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 324db828 to history. Total: 3

th(0)=0.8953617587685585;dx=-6.297184104921398E-6

New Minimum: 0.8953617587685585 > 0.8127665854990482

WOLF (strong): th(75405.21415111597)=0.8127665854990482; dx=1.5547578627140932E-6 evalInputDelta=0.08259517326951027

END: th(37702.607075557986)=0.8150388337671757; dx=-2.0255496644799175E-6 evalInputDelta=0.08032292500138283

Fitness changed from 0.8953617587685585 to 0.8127665854990482

Iteration 10 complete. Error: 0.8127665854990482 Total: 36.0019; Orientation: 0.0565; Line Search: 26.7536

Iteration 11

Iteration 11

Adding measurement 11239d35 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.635e+02, gradient 2.556e-03, dot -0.479; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8127665854990482, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 11239d35 to history. Total: 3

th(0)=0.8127665854990482;dx=-6.535437040659394E-6

New Minimum: 0.8127665854990482 > 0.7387127205729485

WOLF (strong): th(81227.80458822368)=0.7387127205729485; dx=2.4767539422088548E-6 evalInputDelta=0.07405386492609978

New Minimum: 0.7387127205729485 > 0.7270688861608505

END: th(40613.90229411184)=0.7270688861608505; dx=-1.6384777091966383E-6 evalInputDelta=0.08569769933819771

Fitness changed from 0.8127665854990482 to 0.7270688861608505

Iteration 11 complete. Error: 0.7270688861608505 Total: 35.5852; Orientation: 0.0577; Line Search: 26.7164

Iteration 12

Iteration 12

Adding measurement 30291bd3 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.760e+02, gradient 1.553e-03, dot -0.722; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.7270688861608505, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 30291bd3 to history. Total: 3

th(0)=0.7270688861608505;dx=-2.4111394305321956E-6

New Minimum: 0.7270688861608505 > 0.6403354406356812

END: th(87500.00000000006)=0.6403354406356812; dx=-1.588936832921269E-6 evalInputDelta=0.08673344552516937

Fitness changed from 0.7270688861608505 to 0.6403354406356812

Iteration 12 complete. Error: 0.6403354406356812 Total: 26.5704; Orientation: 0.0572; Line Search: 17.5249

Iteration 13

Iteration 13

Adding measurement 6728eb3f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.546e+02, gradient 1.701e-03, dot -0.658; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.6403354406356812, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 6728eb3f to history. Total: 3

th(0)=0.6403354406356812;dx=-2.893733972807912E-6

New Minimum: 0.6403354406356812 > 0.5940048508346081

WOLF (strong): th(188513.03537778996)=0.5940048508346081; dx=6.706758466346081E-7 evalInputDelta=0.046330589801073074

New Minimum: 0.5940048508346081 > 0.5794259943068027

END: th(94256.51768889498)=0.5794259943068027; dx=-1.8762731921546221E-7 evalInputDelta=0.0609094463288784

Fitness changed from 0.6403354406356812 to 0.5794259943068027

Iteration 13 complete. Error: 0.5794259943068027 Total: 35.7871; Orientation: 0.0572; Line Search: 27.0125

Iteration 14

Iteration 14

Adding measurement 5bbdba78 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.425e+02, gradient 2.241e-03, dot -0.493; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.5794259943068027, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 5bbdba78 to history. Total: 3

th(0)=0.5794259943068027;dx=-5.024267662068406E-6

Armijo: th(203069.51147055923)=0.7160311974585056; dx=3.3440015500590378E-6 evalInputDelta=-0.13660520315170288

New Minimum: 0.5794259943068027 > 0.5489450618624687

WOLF (strong): th(101534.75573527961)=0.5489450618624687; dx=2.6435475674147713E-6 evalInputDelta=0.03048093244433403

New Minimum: 0.5489450618624687 > 0.5182820856571198

END: th(33844.918578426536)=0.5182820856571198; dx=-1.9895719000152954E-6 evalInputDelta=0.061143908649683

Fitness changed from 0.5794259943068027 to 0.5182820856571198

Iteration 14 complete. Error: 0.5182820856571198 Total: 43.9523; Orientation: 0.0577; Line Search: 35.2388

Iteration 15

Iteration 15

Adding measurement 3a91c8a0 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.549e+02, gradient 1.413e-03, dot -0.728; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.5182820856571198, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 3a91c8a0 to history. Total: 3

th(0)=0.5182820856571198;dx=-1.995332982079697E-6

New Minimum: 0.5182820856571198 > 0.4585823491215706

END: th(72916.66666666672)=0.4585823491215706; dx=-1.3040890251139804E-6 evalInputDelta=0.059699736535549164

Fitness changed from 0.5182820856571198 to 0.4585823491215706

Iteration 15 complete. Error: 0.4585823491215706 Total: 26.7683; Orientation: 0.0575; Line Search: 17.5361

Iteration 16

Iteration 16

Adding measurement 6da37ff0 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.007e+03, gradient 1.485e-03, dot -0.689; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.4585823491215706, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 6da37ff0 to history. Total: 3

th(0)=0.4585823491215706;dx=-2.2062696087660907E-6

New Minimum: 0.4585823491215706 > 0.38154226168990135

END: th(157094.1961481583)=0.38154226168990135; dx=-4.4999754123969445E-7 evalInputDelta=0.07704008743166924

Fitness changed from 0.4585823491215706 to 0.38154226168990135

Iteration 16 complete. Error: 0.38154226168990135 Total: 26.5955; Orientation: 0.0575; Line Search: 17.7035

Iteration 17

Iteration 17

Adding measurement 39e9b110 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.992e+02, gradient 2.003e-03, dot -0.494; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.38154226168990135, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 39e9b110 to history. Total: 3

th(0)=0.38154226168990135;dx=-4.013143694662186E-6

Armijo: th(338449.1857842654)=0.5739446170628071; dx=2.3540591837055656E-6 evalInputDelta=-0.19240235537290573

New Minimum: 0.38154226168990135 > 0.36440368741750717

WOLF (strong): th(169224.5928921327)=0.36440368741750717; dx=2.4269313992757377E-6 evalInputDelta=0.01713857427239418

New Minimum: 0.36440368741750717 > 0.30570436269044876

END: th(56408.1976307109)=0.30570436269044876; dx=-1.2286305771292797E-6 evalInputDelta=0.07583789899945259

Fitness changed from 0.38154226168990135 to 0.30570436269044876

Iteration 17 complete. Error: 0.30570436269044876 Total: 44.4172; Orientation: 0.0567; Line Search: 34.9975

Iteration 18

Iteration 18

Adding measurement 39f976b2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.027e+03, gradient 1.462e-03, dot -0.640; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.30570436269044876, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 39f976b2 to history. Total: 3

th(0)=0.30570436269044876;dx=-2.1384148380538852E-6

New Minimum: 0.30570436269044876 > 0.2430429421365261

END: th(121527.77777777788)=0.2430429421365261; dx=-3.790693177974371E-8 evalInputDelta=0.06266142055392265

Fitness changed from 0.30570436269044876 to 0.2430429421365261

Iteration 18 complete. Error: 0.2430429421365261 Total: 26.7962; Orientation: 0.0577; Line Search: 17.8623

Iteration 19

Iteration 19

Adding measurement 5969a4aa to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.096e+03, gradient 1.984e-03, dot -0.481; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.2430429421365261, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 5969a4aa to history. Total: 3

th(0)=0.2430429421365261;dx=-3.937623419250855E-6

Armijo: th(261823.66024693055)=0.4249976836144924; dx=2.6138432420634786E-6 evalInputDelta=-0.1819547414779663

Armijo: th(130911.83012346528)=0.244374617934227; dx=2.508996714637331E-6 evalInputDelta=-0.001331675797700882

New Minimum: 0.2430429421365261 > 0.1884869523346424

END: th(43637.27670782176)=0.1884869523346424; dx=-8.261228055598234E-7 evalInputDelta=0.0545559898018837

Fitness changed from 0.2430429421365261 to 0.1884869523346424

Iteration 19 complete. Error: 0.1884869523346424 Total: 45.2544; Orientation: 0.0575; Line Search: 36.4325

Iteration 20

Iteration 20

Adding measurement 42ae0053 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.085e+03, gradient 1.257e-03, dot -0.711; [9349a629-5519-48f5-9514-bb678f9146db = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.1884869523346424, 2.719782441854477, 3.0075963847339153, 3.172336481511593

LBFGS Accumulation History: 3 points

Removed measurement 42ae0053 to history. Total: 3

th(0)=0.1884869523346424;dx=-1.5808889257324774E-6

New Minimum: 0.1884869523346424 > 0.1393745355308056

END: th(94013.66271785152)=0.1393745355308056; dx=-6.059135851539116E-7 evalInputDelta=0.04911241680383682

Fitness changed from 0.1884869523346424 to 0.1393745355308056

Iteration 20 complete. Error: 0.1393745355308056 Total: 26.9205; Orientation: 0.0581; Line Search: 17.8986

Final threshold in iteration 21: 0.1393745355308056 (> -Infinity) after 740.319s (< 5400.000s)