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

Reset training subject: 45538338247000

Reset training subject: 45609534177700

Iteration 1

Iteration 1

Adding measurement 1027f455 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=1.8450317941606045;dx=-9.715067592110061E-6

New Minimum: 1.8450317941606045 > 1.8450207002460957

WOLFE (weak): th(2.154434690031884)=1.8450207002460957; dx=-9.494110171323816E-6 evalInputDelta=1.109391450881958E-5

New Minimum: 1.8450207002460957 > 1.8450111113488674

WOLFE (weak): th(4.308869380063768)=1.8450111113488674; dx=-9.494046457236486E-6 evalInputDelta=2.0682811737060547E-5

New Minimum: 1.8450111113488674 > 1.8449703380465508

WOLFE (weak): th(12.926608140191302)=1.8449703380465508; dx=-9.493880968281983E-6 evalInputDelta=6.14561140537262E-5

New Minimum: 1.8449703380465508 > 1.8447863087058067

WOLFE (weak): th(51.70643256076521)=1.8447863087058067; dx=-9.49387081139831E-6 evalInputDelta=2.4548545479774475E-4

New Minimum: 1.8447863087058067 > 1.843804631382227

WOLFE (weak): th(258.53216280382605)=1.843804631382227; dx=-9.491929972667756E-6 evalInputDelta=0.001227162778377533

New Minimum: 1.843804631382227 > 1.837674718350172

WOLFE (weak): th(1551.1929768229563)=1.837674718350172; dx=-9.47676720227671E-6 evalInputDelta=0.007357075810432434

New Minimum: 1.837674718350172 > 1.793835338205099

WOLFE (weak): th(10858.350837760694)=1.793835338205099; dx=-9.364575187795612E-6 evalInputDelta=0.05119645595550537

New Minimum: 1.793835338205099 > 1.4596889801323414

END: th(86866.80670208555)=1.4596889801323414; dx=-8.112899250211207E-6 evalInputDelta=0.3853428140282631

Fitness changed from 1.8450317941606045 to 1.4596889801323414

Iteration 1 complete. Error: 1.4596889801323414 Total: 840.4845; Orientation: 0.0468; Line Search: 629.5460

Iteration 2

Iteration 2

Adding measurement 1075da1 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=1.4596889801323414;dx=-7.458761601796545E-6

New Minimum: 1.4596889801323414 > 0.8701723888516426

END: th(187148.86177126726)=0.8701723888516426; dx=-4.989127075476074E-6 evalInputDelta=0.5895165912806988

Fitness changed from 1.4596889801323414 to 0.8701723888516426

Iteration 2 complete. Error: 0.8701723888516426 Total: 210.9861; Orientation: 0.0457; Line Search: 138.4468

Iteration 3

Iteration 3

Adding measurement 26486a4c to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=0.8701723888516426;dx=-4.224134151604999E-6

New Minimum: 0.8701723888516426 > 0.24156145006418228

END: th(403200.00000000006)=0.24156145006418228; dx=-1.995288115673409E-6 evalInputDelta=0.6286109387874603

Fitness changed from 0.8701723888516426 to 0.24156145006418228

Iteration 3 complete. Error: 0.24156145006418228 Total: 212.2811; Orientation: 0.0459; Line Search: 142.4134

Iteration 4

Iteration 4

Adding measurement 6ffa5782 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.544e+03, gradient 1.447e-03, dot -0.742; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.24156145006418228, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 6ffa5782 to history. Total: 3

th(0)=0.24156145006418228;dx=-2.093450571987969E-6

New Minimum: 0.24156145006418228 > -0.28203222900629044

END: th(868668.0670208557)=-0.28203222900629044; dx=-5.051283496479299E-7 evalInputDelta=0.5235936790704727

Fitness changed from 0.24156145006418228 to -0.28203222900629044

Iteration 4 complete. Error: -0.28203222900629044 Total: 206.8510; Orientation: 0.7222; Line Search: 136.2053

Iteration 5

Iteration 5

Adding measurement 128ed390 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.584e+03, gradient 1.395e-03, dot -0.541; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.28203222900629044, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 128ed390 to history. Total: 3

th(0)=-0.28203222900629044;dx=-1.9453573796436228E-6

Armijo: th(1871488.617712673)=0.3466324135661125; dx=1.398226662373173E-6 evalInputDelta=-0.628664642572403

Armijo: th(935744.3088563365)=-0.2810876742005348; dx=1.1031426430091512E-6 evalInputDelta=-9.445548057556152E-4

New Minimum: -0.28203222900629044 > -0.4488970451056957

END: th(311914.76961877884)=-0.4488970451056957; dx=-3.147030426464922E-7 evalInputDelta=0.1668648160994053

Fitness changed from -0.28203222900629044 to -0.4488970451056957

Iteration 5 complete. Error: -0.4488970451056957 Total: 350.0486; Orientation: 0.7384; Line Search: 278.9665

Iteration 6

Iteration 6

Adding measurement 3c587f96 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.076e+03, gradient 9.510e-04, dot -0.594; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.4488970451056957, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 3c587f96 to history. Total: 3

th(0)=-0.4488970451056957;dx=-9.043232597748729E-7

New Minimum: -0.4488970451056957 > -0.6024701744318008

END: th(672000.0000000002)=-0.6024701744318008; dx=-3.385163871168553E-8 evalInputDelta=0.15357312932610512

Fitness changed from -0.4488970451056957 to -0.6024701744318008

Iteration 6 complete. Error: -0.6024701744318008 Total: 207.5300; Orientation: 0.7198; Line Search: 138.1797

Iteration 7

Iteration 7

Adding measurement 123e265a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.553e+03, gradient 1.182e-03, dot -0.517; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.6024701744318008, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 123e265a to history. Total: 3

th(0)=-0.6024701744318008;dx=-1.3963769933740173E-6

Armijo: th(1447780.1117014263)=-0.2510857619345188; dx=1.1523703689040085E-6 evalInputDelta=-0.35138441249728203

New Minimum: -0.6024701744318008 > -0.6228634640574455

WOLF (strong): th(723890.0558507132)=-0.6228634640574455; dx=7.964995208047765E-7 evalInputDelta=0.020393289625644684

New Minimum: -0.6228634640574455 > -0.7045066878199577

END: th(241296.68528357105)=-0.7045066878199577; dx=-3.37813734887284E-7 evalInputDelta=0.10203651338815689

Fitness changed from -0.6024701744318008 to -0.7045066878199577

Iteration 7 complete. Error: -0.7045066878199577 Total: 350.8922; Orientation: 0.7780; Line Search: 280.2401

Iteration 8

Iteration 8

Adding measurement 19b28355 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.295e+03, gradient 6.457e-04, dot -0.727; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.7045066878199577, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 19b28355 to history. Total: 3

th(0)=-0.7045066878199577;dx=-4.1692661808230956E-7

New Minimum: -0.7045066878199577 > -0.8020063266158104

END: th(519857.9493646314)=-0.8020063266158104; dx=-3.3334511358043394E-7 evalInputDelta=0.09749963879585266

Fitness changed from -0.7045066878199577 to -0.8020063266158104

Iteration 8 complete. Error: -0.8020063266158104 Total: 204.0833; Orientation: 0.7454; Line Search: 133.8858

Iteration 9

Iteration 9

Adding measurement 72b707b5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.316e+03, gradient 5.940e-04, dot -0.726; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.8020063266158104, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 72b707b5 to history. Total: 3

th(0)=-0.8020063266158104;dx=-3.5280446075184795E-7

New Minimum: -0.8020063266158104 > -0.9498349092900753

END: th(1120000.0000000005)=-0.9498349092900753; dx=-1.9590191396783957E-7 evalInputDelta=0.1478285826742649

Fitness changed from -0.8020063266158104 to -0.9498349092900753

Iteration 9 complete. Error: -0.9498349092900753 Total: 207.6677; Orientation: 0.7227; Line Search: 139.7197

Iteration 10

Iteration 10

Adding measurement d9c71a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.112e+03, gradient 6.670e-04, dot -0.554; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.9498349092900753, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement d9c71a to history. Total: 3

th(0)=-0.9498349092900753;dx=-4.449227213551654E-7

Armijo: th(2412966.852835711)=-0.6645141169428825; dx=5.475268368776607E-7 evalInputDelta=-0.28532079234719276

New Minimum: -0.9498349092900753 > -0.9547992199659348

WOLF (strong): th(1206483.4264178555)=-0.9547992199659348; dx=3.378253187668575E-7 evalInputDelta=0.004964310675859451

New Minimum: -0.9547992199659348 > -1.008918173611164

END: th(402161.14213928516)=-1.008918173611164; dx=-1.331134882903512E-7 evalInputDelta=0.05908326432108879

Fitness changed from -0.9498349092900753 to -1.008918173611164

Iteration 10 complete. Error: -1.008918173611164 Total: 341.5678; Orientation: 0.7070; Line Search: 273.2727

Iteration 11

Iteration 11

Adding measurement 151e5378 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.314e+03, gradient 5.335e-04, dot -0.657; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.008918173611164, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 151e5378 to history. Total: 3

th(0)=-1.008918173611164;dx=-2.8466891525514994E-7

New Minimum: -1.008918173611164 > -1.0768141113221645

END: th(866429.9156077192)=-1.0768141113221645; dx=-4.416941767844019E-8 evalInputDelta=0.06789593771100044

Fitness changed from -1.008918173611164 to -1.0768141113221645

Iteration 11 complete. Error: -1.0768141113221645 Total: 206.7060; Orientation: 0.7166; Line Search: 134.7874

Iteration 12

Iteration 12

Adding measurement 605f1bf7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.070e+03, gradient 7.287e-04, dot -0.479; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.0768141113221645, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 605f1bf7 to history. Total: 3

th(0)=-1.0768141113221645;dx=-5.30990728267644E-7

Armijo: th(1866666.666666668)=-0.6907723173499107; dx=8.794843583755413E-7 evalInputDelta=-0.3860417939722538

Armijo: th(933333.333333334)=-1.0521309487521648; dx=5.452876917098513E-7 evalInputDelta=-0.024683162569999695

New Minimum: -1.0768141113221645 > -1.1275171637535095

END: th(311111.1111111113)=-1.1275171637535095; dx=-1.1768546953633801E-7 evalInputDelta=0.050703052431344986

Fitness changed from -1.0768141113221645 to -1.1275171637535095

Iteration 12 complete. Error: -1.1275171637535095 Total: 347.0746; Orientation: 0.7479; Line Search: 278.8486

Iteration 13

Iteration 13

Adding measurement 6ae7c321 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.327e+03, gradient 4.310e-04, dot -0.717; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.1275171637535095, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 6ae7c321 to history. Total: 3

th(0)=-1.1275171637535095;dx=-1.857917436414311E-7

New Minimum: -1.1275171637535095 > -1.1805696859955788

END: th(670268.570232142)=-1.1805696859955788; dx=-1.3373610407516968E-7 evalInputDelta=0.053052522242069244

Fitness changed from -1.1275171637535095 to -1.1805696859955788

Iteration 13 complete. Error: -1.1805696859955788 Total: 210.4686; Orientation: 0.7062; Line Search: 136.8558

Iteration 14

Iteration 14

Adding measurement 3db69039 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.241e+03, gradient 4.416e-04, dot -0.653; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.1805696859955788, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 3db69039 to history. Total: 3

th(0)=-1.1805696859955788;dx=-1.949862864862686E-7

New Minimum: -1.1805696859955788 > -1.239719394594431

END: th(1444049.8593461988)=-1.239719394594431; dx=-4.425730207907675E-9 evalInputDelta=0.05914970859885216

Fitness changed from -1.1805696859955788 to -1.239719394594431

Iteration 14 complete. Error: -1.239719394594431 Total: 209.8146; Orientation: 0.7130; Line Search: 139.4193

Iteration 15

Iteration 15

Adding measurement b807d74 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.508e+03, gradient 8.190e-04, dot -0.401; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.239719394594431, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement b807d74 to history. Total: 3

th(0)=-1.239719394594431;dx=-6.708029662182964E-7

Armijo: th(3111111.1111111133)=-0.4251171015202999; dx=7.460069145906155E-7 evalInputDelta=-0.814602293074131

Armijo: th(1555555.5555555567)=-0.9960052818059921; dx=7.030438689314807E-7 evalInputDelta=-0.2437141127884388

New Minimum: -1.239719394594431 > -1.2854229472577572

WOLF (strong): th(518518.5185185189)=-1.2854229472577572; dx=2.235352722302433E-7 evalInputDelta=0.04570355266332626

END: th(129629.62962962972)=-1.2742095030844212; dx=-3.9699669903213316E-7 evalInputDelta=0.034490108489990234

Fitness changed from -1.239719394594431 to -1.2854229472577572

Iteration 15 complete. Error: -1.2854229472577572 Total: 421.0509; Orientation: 0.7202; Line Search: 350.4518

Iteration 16

Iteration 16

Adding measurement 6f1bc9b7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.039e+03, gradient 6.688e-04, dot -0.415; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.2854229472577572, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 6f1bc9b7 to history. Total: 3

th(0)=-1.2854229472577572;dx=-4.473093084511089E-7

New Minimum: -1.2854229472577572 > -1.3275454379618168

END: th(279278.5709300592)=-1.3275454379618168; dx=-1.5490247319666749E-7 evalInputDelta=0.0421224907040596

Fitness changed from -1.2854229472577572 to -1.3275454379618168

Iteration 16 complete. Error: -1.3275454379618168 Total: 207.3338; Orientation: 0.7043; Line Search: 136.1213

Iteration 17

Iteration 17

Adding measurement 79f8ffb6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.308e+03, gradient 3.623e-04, dot -0.674; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.3275454379618168, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 79f8ffb6 to history. Total: 3

th(0)=-1.3275454379618168;dx=-1.3127584854480055E-7

New Minimum: -1.3275454379618168 > -1.3628537580370903

END: th(601687.4413942496)=-1.3628537580370903; dx=-1.0145393525941422E-7 evalInputDelta=0.035308320075273514

Fitness changed from -1.3275454379618168 to -1.3628537580370903

Iteration 17 complete. Error: -1.3628537580370903 Total: 211.6658; Orientation: 0.7101; Line Search: 140.1863

Iteration 18

Iteration 18

Adding measurement 1f23e04d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.362e+03, gradient 3.362e-04, dot -0.709; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.3628537580370903, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 1f23e04d to history. Total: 3

th(0)=-1.3628537580370903;dx=-1.1301017360440896E-7

New Minimum: -1.3628537580370903 > -1.4215836636722088

END: th(1296296.2962962973)=-1.4215836636722088; dx=-7.275594763020915E-8 evalInputDelta=0.058729905635118484

Fitness changed from -1.3628537580370903 to -1.4215836636722088

Iteration 18 complete. Error: -1.4215836636722088 Total: 214.9262; Orientation: 0.7081; Line Search: 142.9155

Iteration 19

Iteration 19

Adding measurement 1e7cf11b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.301e+03, gradient 3.943e-04, dot -0.566; [035e8577-16d1-42e8-aad4-f23ac2066e8e = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.4215836636722088, 0.8701723888516426, 1.4596889801323414, 1.8450317941606045

LBFGS Accumulation History: 3 points

Removed measurement 1e7cf11b to history. Total: 3

th(0)=-1.4215836636722088;dx=-1.5546633147118768E-7

Armijo: th(2792785.7093005925)=-1.3658502139151096; dx=1.5105659484372188E-7 evalInputDelta=-0.05573344975709915

New Minimum: -1.4215836636722088 > -1.4408922530710697

WOLF (strong): th(1396392.8546502963)=-1.4408922530710697; dx=5.777687767066415E-8 evalInputDelta=0.01930858939886093

New Minimum: -1.4408922530710697 > -1.446580484509468

END: th(465464.2848834321)=-1.446580484509468; dx=-5.39227015428661E-8 evalInputDelta=0.024996820837259293

Fitness changed from -1.4215836636722088 to -1.446580484509468

Iteration 19 complete. Error: -1.446580484509468 Total: 349.9802; Orientation: 0.7027; Line Search: 279.4531

Final threshold in iteration 19: -1.446580484509468 (> -Infinity) after 5511.412s (< 5400.000s)