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: 243638335027300

Reset training subject: 243664043695700

Iteration 1

Iteration 1

Adding measurement 3263c3b4 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=-2.0790178813040257;dx=-7.41914203119907E-8

New Minimum: -2.0790178813040257 > -2.0790184549987316

WOLFE (weak): th(2.154434690031884)=-2.0790184549987316; dx=-7.031307453144052E-8 evalInputDelta=5.736947059631348E-7

New Minimum: -2.0790184549987316 > -2.0790190286934376

WOLFE (weak): th(4.308869380063768)=-2.0790190286934376; dx=-7.149859578617998E-8 evalInputDelta=1.1473894119262695E-6

New Minimum: -2.0790190286934376 > -2.0790217109024525

WOLFE (weak): th(12.926608140191302)=-2.0790217109024525; dx=-7.117128152704825E-8 evalInputDelta=3.829598426818848E-6

New Minimum: -2.0790217109024525 > -2.0790330320596695

END: th(51.70643256076521)=-2.0790330320596695; dx=-6.397488388055863E-8 evalInputDelta=1.5150755643844604E-5

Fitness changed from -2.0790178813040257 to -2.0790330320596695

Iteration 1 complete. Error: -2.0790330320596695 Total: 216.4839; Orientation: 0.0544; Line Search: 134.4893

Iteration 2

Iteration 2

Adding measurement deb92e7 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=-2.0790330320596695;dx=-7.13872946981693E-8

New Minimum: -2.0790330320596695 > -2.0790656581521034

WOLFE (weak): th(111.39813200670669)=-2.0790656581521034; dx=-7.141841107000854E-8 evalInputDelta=3.262609243392944E-5

New Minimum: -2.0790656581521034 > -2.079098343849182

WOLFE (weak): th(222.79626401341338)=-2.079098343849182; dx=-7.08742020298235E-8 evalInputDelta=6.531178951263428E-5

New Minimum: -2.079098343849182 > -2.0792286917567253

WOLFE (weak): th(668.3887920402401)=-2.0792286917567253; dx=-7.133678507676849E-8 evalInputDelta=1.9565969705581665E-4

New Minimum: -2.0792286917567253 > -2.0798153653740883

WOLFE (weak): th(2673.5551681609604)=-2.0798153653740883; dx=-7.095513820372435E-8 evalInputDelta=7.823333144187927E-4

New Minimum: -2.0798153653740883 > -2.082940064370632

WOLFE (weak): th(13367.775840804803)=-2.082940064370632; dx=-7.117873706008423E-8 evalInputDelta=0.003907032310962677

New Minimum: -2.082940064370632 > -2.1022852957248688

WOLFE (weak): th(80206.65504482882)=-2.1022852957248688; dx=-6.915093673843002E-8 evalInputDelta=0.02325226366519928

New Minimum: -2.1022852957248688 > -2.2303009666502476

END: th(561446.5853138018)=-2.2303009666502476; dx=-6.058402390977747E-8 evalInputDelta=0.15126793459057808

Fitness changed from -2.0790330320596695 to -2.2303009666502476

Iteration 2 complete. Error: -2.2303009666502476 Total: 247.0686; Orientation: 0.0552; Line Search: 220.4866

Iteration 3

Iteration 3

Adding measurement 1ac90c8f to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=-2.2303009666502476;dx=-5.272699781358357E-8

New Minimum: -2.2303009666502476 > -2.454739283770323

END: th(1209600.0000000002)=-2.454739283770323; dx=-3.6501999151257547E-8 evalInputDelta=0.22443831712007523

Fitness changed from -2.2303009666502476 to -2.454739283770323

Iteration 3 complete. Error: -2.454739283770323 Total: 85.2497; Orientation: 0.0564; Line Search: 55.6756

Iteration 4

Iteration 4

Adding measurement 74585cb2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.231e+03, gradient 1.888e-04, dot -0.842; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.454739283770323, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 74585cb2 to history. Total: 3

th(0)=-2.454739283770323;dx=-3.266867197238458E-8

New Minimum: -2.454739283770323 > -2.717608515173197

END: th(2606004.201062567)=-2.717608515173197; dx=-2.052210682866237E-8 evalInputDelta=0.262869231402874

Fitness changed from -2.454739283770323 to -2.717608515173197

Iteration 4 complete. Error: -2.717608515173197 Total: 84.2435; Orientation: 0.6531; Line Search: 55.4220

Iteration 5

Iteration 5

Adding measurement 42aafa9e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.146e+02, gradient 1.387e-04, dot -0.773; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.717608515173197, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 42aafa9e to history. Total: 3

th(0)=-2.717608515173197;dx=-1.826950052905372E-8

New Minimum: -2.717608515173197 > -2.9594705142080784

END: th(5614465.853138018)=-2.9594705142080784; dx=-9.789804503204571E-9 evalInputDelta=0.2418619990348816

Fitness changed from -2.717608515173197 to -2.9594705142080784

Iteration 5 complete. Error: -2.9594705142080784 Total: 81.4477; Orientation: 0.6335; Line Search: 53.7841

Iteration 6

Iteration 6

Adding measurement 70e1573b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.981e+02, gradient 1.054e-04, dot -0.517; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.9594705142080784, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 70e1573b to history. Total: 3

th(0)=-2.9594705142080784;dx=-8.384241956865177E-9

New Minimum: -2.9594705142080784 > -3.1884727738797665

END: th(1.2096000000000002E7)=-3.1884727738797665; dx=-3.0435929595480424E-9 evalInputDelta=0.22900225967168808

Fitness changed from -2.9594705142080784 to -3.1884727738797665

Iteration 6 complete. Error: -3.1884727738797665 Total: 85.4726; Orientation: 0.6318; Line Search: 56.7014

Iteration 7

Iteration 7

Adding measurement 7088a216 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.561e+02, gradient 8.832e-05, dot -0.455; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.1884727738797665, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 7088a216 to history. Total: 3

th(0)=-3.1884727738797665;dx=-7.478817811949519E-9

New Minimum: -3.1884727738797665 > -3.3334501460194588

END: th(2.606004201062567E7)=-3.3334501460194588; dx=-1.5205495984287696E-9 evalInputDelta=0.1449773721396923

Fitness changed from -3.1884727738797665 to -3.3334501460194588

Iteration 7 complete. Error: -3.3334501460194588 Total: 85.1507; Orientation: 0.6346; Line Search: 56.7752

Iteration 8

Iteration 8

Adding measurement cc87a0b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.051e+02, gradient 9.093e-05, dot -0.291; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.3334501460194588, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement cc87a0b to history. Total: 3

th(0)=-3.3334501460194588;dx=-7.780859372862732E-9

Armijo: th(5.614465853138019E7)=-2.9164443872869015; dx=3.1300570897262945E-9 evalInputDelta=-0.4170057587325573

New Minimum: -3.3334501460194588 > -3.3665105756372213

WOLF (strong): th(2.8072329265690096E7)=-3.3665105756372213; dx=2.0853501438003683E-9 evalInputDelta=0.033060429617762566

New Minimum: -3.3665105756372213 > -3.4489077366888523

END: th(9357443.088563366)=-3.4489077366888523; dx=-1.9254055185969567E-9 evalInputDelta=0.11545759066939354

Fitness changed from -3.3334501460194588 to -3.4489077366888523

Iteration 8 complete. Error: -3.4489077366888523 Total: 138.3190; Orientation: 0.6236; Line Search: 110.0656

Iteration 9

Iteration 9

Adding measurement 258dd20e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.656e+02, gradient 6.607e-05, dot -0.381; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.4489077366888523, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 258dd20e to history. Total: 3

th(0)=-3.4489077366888523;dx=-3.749468818402508E-9

New Minimum: -3.4489077366888523 > -3.5009824242442846

END: th(2.0160000000000007E7)=-3.5009824242442846; dx=-2.1059528151110915E-10 evalInputDelta=0.05207468755543232

Fitness changed from -3.4489077366888523 to -3.5009824242442846

Iteration 9 complete. Error: -3.5009824242442846 Total: 81.2411; Orientation: 0.6235; Line Search: 54.3371

Iteration 10

Iteration 10

Adding measurement 416a76f6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.627e+02, gradient 9.129e-05, dot -0.286; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.5009824242442846, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 416a76f6 to history. Total: 3

th(0)=-3.5009824242442846;dx=-7.85437502581566E-9

Armijo: th(4.343340335104279E7)=-2.8274356834590435; dx=5.6041523581317014E-9 evalInputDelta=-0.6735467407852411

Armijo: th(2.1716701675521396E7)=-3.3745669424533844; dx=5.230872339421747E-9 evalInputDelta=-0.12641548179090023

New Minimum: -3.5009824242442846 > -3.5733349602669477

END: th(7238900.558507132)=-3.5733349602669477; dx=-7.106826035714775E-10 evalInputDelta=0.07235253602266312

Fitness changed from -3.5009824242442846 to -3.5733349602669477

Iteration 10 complete. Error: -3.5733349602669477 Total: 142.6412; Orientation: 0.6265; Line Search: 114.3421

Iteration 11

Iteration 11

Adding measurement 28bed106 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.479e+02, gradient 5.780e-05, dot -0.399; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.5733349602669477, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 28bed106 to history. Total: 3

th(0)=-3.5733349602669477;dx=-3.1371549769714646E-9

New Minimum: -3.5733349602669477 > -3.5876952558755875

END: th(1.5595738480938945E7)=-3.5876952558755875; dx=-1.4247366975704065E-12 evalInputDelta=0.014360295608639717

Fitness changed from -3.5733349602669477 to -3.5876952558755875

Iteration 11 complete. Error: -3.5876952558755875 Total: 82.1622; Orientation: 0.6339; Line Search: 55.1770

Iteration 12

Iteration 12

Adding measurement 15029623 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.055e+03, gradient 7.301e-05, dot -0.340; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.5876952558755875, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 15029623 to history. Total: 3

th(0)=-3.5876952558755875;dx=-4.9365793916120765E-9

Armijo: th(3.3600000000000015E7)=-3.2935221046209335; dx=4.698491007904823E-9 evalInputDelta=-0.29417315125465393

Armijo: th(1.6800000000000007E7)=-3.576596250757575; dx=2.441909221159437E-9 evalInputDelta=-0.011099005118012428

New Minimum: -3.5876952558755875 > -3.6358546651899815

END: th(5600000.000000003)=-3.6358546651899815; dx=-1.249673156568008E-9 evalInputDelta=0.048159409314394

Fitness changed from -3.5876952558755875 to -3.6358546651899815

Iteration 12 complete. Error: -3.6358546651899815 Total: 139.8559; Orientation: 0.6317; Line Search: 111.4197

Iteration 13

Iteration 13

Adding measurement 4201341d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.062e+03, gradient 4.426e-05, dot -0.535; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.6358546651899815, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 4201341d to history. Total: 3

th(0)=-3.6358546651899815;dx=-1.7756375951596339E-9

New Minimum: -3.6358546651899815 > -3.6614781096577644

END: th(1.2064834264178555E7)=-3.6614781096577644; dx=-1.1764539668997563E-9 evalInputDelta=0.025623444467782974

Fitness changed from -3.6358546651899815 to -3.6614781096577644

Iteration 13 complete. Error: -3.6614781096577644 Total: 80.6123; Orientation: 0.6293; Line Search: 52.4384

Iteration 14

Iteration 14

Adding measurement 65fcc99f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.298e+02, gradient 4.638e-05, dot -0.423; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.6614781096577644, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 65fcc99f to history. Total: 3

th(0)=-3.6614781096577644;dx=-1.3070549193579285E-9

New Minimum: -3.6614781096577644 > -3.705335922539234

END: th(2.5992897468231577E7)=-3.705335922539234; dx=-3.0762268618132557E-10 evalInputDelta=0.04385781288146973

Fitness changed from -3.6614781096577644 to -3.705335922539234

Iteration 14 complete. Error: -3.705335922539234 Total: 85.9186; Orientation: 0.6371; Line Search: 56.1749

Iteration 15

Iteration 15

Adding measurement e6cd08 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.047e+03, gradient 5.642e-05, dot -0.325; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.705335922539234, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement e6cd08 to history. Total: 3

th(0)=-3.705335922539234;dx=-2.9968223272685882E-9

Armijo: th(5.600000000000004E7)=-3.111456986516714; dx=3.6183089500793863E-9 evalInputDelta=-0.5938789360225201

Armijo: th(2.800000000000002E7)=-3.584633806720376; dx=1.884009080206209E-9 evalInputDelta=-0.12070211581885815

New Minimum: -3.705335922539234 > -3.7221244387328625

END: th(9333333.33333334)=-3.7221244387328625; dx=-3.0190794825903753E-10 evalInputDelta=0.01678851619362831

Fitness changed from -3.705335922539234 to -3.7221244387328625

Iteration 15 complete. Error: -3.7221244387328625 Total: 133.5309; Orientation: 0.6263; Line Search: 106.7109

Iteration 16

Iteration 16

Adding measurement 7859b16d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.213e+03, gradient 4.356e-05, dot -0.463; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7221244387328625, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 7859b16d to history. Total: 3

th(0)=-3.7221244387328625;dx=-1.691467663150963E-9

New Minimum: -3.7221244387328625 > -3.7298025116324425

WOLF (strong): th(2.0108057106964264E7)=-3.7298025116324425; dx=1.789079288746122E-10 evalInputDelta=0.007678072899580002

New Minimum: -3.7298025116324425 > -3.7414248790591955

END: th(1.0054028553482132E7)=-3.7414248790591955; dx=-7.044863088145561E-10 evalInputDelta=0.019300440326333046

Fitness changed from -3.7221244387328625 to -3.7414248790591955

Iteration 16 complete. Error: -3.7414248790591955 Total: 105.6752; Orientation: 0.6184; Line Search: 78.6632

Iteration 17

Iteration 17

Adding measurement 3e2e4488 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.829e+02, gradient 4.126e-05, dot -0.384; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7414248790591955, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 3e2e4488 to history. Total: 3

th(0)=-3.7414248790591955;dx=-1.0152962556592112E-9

New Minimum: -3.7414248790591955 > -3.7662622202187777

END: th(2.1660747890192986E7)=-3.7662622202187777; dx=-1.85500544287687E-10 evalInputDelta=0.024837341159582138

Fitness changed from -3.7414248790591955 to -3.7662622202187777

Iteration 17 complete. Error: -3.7662622202187777 Total: 84.3300; Orientation: 0.6160; Line Search: 55.5508

Iteration 18

Iteration 18

Adding measurement 3a0dc394 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.249e+03, gradient 4.776e-05, dot -0.377; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7662622202187777, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 3a0dc394 to history. Total: 3

th(0)=-3.7662622202187777;dx=-2.0569416360396027E-9

Armijo: th(4.666666666666671E7)=-3.5047448109835386; dx=2.5922899572005335E-9 evalInputDelta=-0.26151740923523903

Armijo: th(2.3333333333333354E7)=-3.731987990438938; dx=1.3465016083082086E-9 evalInputDelta=-0.034274229779839516

New Minimum: -3.7662622202187777 > -3.7867625430226326

END: th(7777777.7777777845)=-3.7867625430226326; dx=-6.882867596285552E-10 evalInputDelta=0.020500322803854942

Fitness changed from -3.7662622202187777 to -3.7867625430226326

Iteration 18 complete. Error: -3.7867625430226326 Total: 139.6025; Orientation: 0.6142; Line Search: 111.0324

Iteration 19

Iteration 19

Adding measurement 2e555f32 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.227e+03, gradient 3.394e-05, dot -0.502; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7867625430226326, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 2e555f32 to history. Total: 3

th(0)=-3.7867625430226326;dx=-7.695981215790364E-10

New Minimum: -3.7867625430226326 > -3.7889489755034447

END: th(1.6756714255803555E7)=-3.7889489755034447; dx=-5.594073704181161E-10 evalInputDelta=0.0021864324808120728

Fitness changed from -3.7867625430226326 to -3.7889489755034447

Iteration 19 complete. Error: -3.7889489755034447 Total: 82.4465; Orientation: 0.6232; Line Search: 56.0121

Iteration 20

Iteration 20

Adding measurement 51e9ed7c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.393e+03, gradient 3.766e-05, dot -0.471; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7889489755034447, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257

LBFGS Accumulation History: 3 points

Removed measurement 51e9ed7c to history. Total: 3

th(0)=-3.7889489755034447;dx=-1.2938493454131255E-9

Armijo: th(3.610124648365498E7)=-3.736118871718645; dx=6.983476813363576E-10 evalInputDelta=-0.052830103784799576

New Minimum: -3.7889489755034447 > -3.7925463393330574

END: th(1.805062324182749E7)=-3.7925463393330574; dx=-8.170582944728207E-11 evalInputDelta=0.003597363829612732

Fitness changed from -3.7889489755034447 to -3.7925463393330574

Iteration 20 complete. Error: -3.7925463393330574 Total: 107.5744; Orientation: 0.6321; Line Search: 78.1159

Final threshold in iteration 21: -3.7925463393330574 (> -Infinity) after 2289.034s (< 3600.000s)