1. Iteration 1
  2. Iteration 2
  3. Iteration 3
  4. Iteration 4
  5. Iteration 5
  6. Iteration 6
  7. Iteration 7
  8. Iteration 8

Reset training subject: 153975539367500

Reset training subject: 154126266396600

Iteration 1

Iteration 1

Adding measurement 730fc258 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=-0.6153399338945746;dx=-1.1924469258221583E-7

New Minimum: -0.6153399338945746 > -0.615342278033495

END: th(2.154434690031884)=-0.615342278033495; dx=-9.686314800119521E-8 evalInputDelta=2.3441389203071594E-6

Fitness changed from -0.6153399338945746 to -0.615342278033495

Iteration 1 complete. Error: -0.615342278033495 Total: 733.8010; Orientation: 0.0204; Line Search: 285.7360

Iteration 2

Iteration 2

Adding measurement 7b9bacb3 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=-0.615342278033495;dx=-1.0040562844915071E-7

New Minimum: -0.615342278033495 > -0.6153470948338509

WOLFE (weak): th(4.641588833612779)=-0.6153470948338509; dx=-1.0018026423357919E-7 evalInputDelta=4.816800355911255E-6

New Minimum: -0.6153470948338509 > -0.6153518566861749

WOLFE (weak): th(9.283177667225559)=-0.6153518566861749; dx=-1.016667553684695E-7 evalInputDelta=9.578652679920197E-6

New Minimum: -0.6153518566861749 > -0.615371155552566

WOLFE (weak): th(27.849533001676676)=-0.615371155552566; dx=-9.454402068288423E-8 evalInputDelta=2.8877519071102142E-5

New Minimum: -0.615371155552566 > -0.6154578048735857

WOLFE (weak): th(111.3981320067067)=-0.6154578048735857; dx=-9.990085357699465E-8 evalInputDelta=1.1552684009075165E-4

New Minimum: -0.6154578048735857 > -0.6159201404079795

WOLFE (weak): th(556.9906600335335)=-0.6159201404079795; dx=-1.0095476616569263E-7 evalInputDelta=5.77862374484539E-4

New Minimum: -0.6159201404079795 > -0.6188090490177274

WOLFE (weak): th(3341.9439602012008)=-0.6188090490177274; dx=-9.904569150229965E-8 evalInputDelta=0.0034667709842324257

New Minimum: -0.6188090490177274 > -0.6395683158189058

WOLFE (weak): th(23393.607721408407)=-0.6395683158189058; dx=-9.975079561435322E-8 evalInputDelta=0.02422603778541088

New Minimum: -0.6395683158189058 > -0.8041024757549167

WOLFE (weak): th(187148.86177126726)=-0.8041024757549167; dx=-9.542276884630885E-8 evalInputDelta=0.18876019772142172

New Minimum: -0.8041024757549167 > -1.9283169619739056

END: th(1684339.7559414054)=-1.9283169619739056; dx=-4.7877094661345494E-8 evalInputDelta=1.3129746839404106

Fitness changed from -0.615342278033495 to -1.9283169619739056

Iteration 2 complete. Error: -1.9283169619739056 Total: 1607.0507; Orientation: 0.0205; Line Search: 1466.9850

Iteration 3

Iteration 3

Adding measurement 76b36208 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=-1.9283169619739056;dx=-4.390165915261948E-8

New Minimum: -1.9283169619739056 > -2.9507700079120696

END: th(3628800.0000000005)=-2.9507700079120696; dx=-1.3097324609458439E-8 evalInputDelta=1.022453045938164

Fitness changed from -1.9283169619739056 to -2.9507700079120696

Iteration 3 complete. Error: -2.9507700079120696 Total: 446.6185; Orientation: 0.0209; Line Search: 297.7140

Iteration 4

Iteration 4

Adding measurement 6fbe7a01 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.853e+02, gradient 1.266e-04, dot -0.461; [6cfc0b53-f05a-4be1-9954-f875107bcb52 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.9507700079120696, -1.9283169619739056, -0.615342278033495, -0.6153399338945746

LBFGS Accumulation History: 3 points

Removed measurement 6fbe7a01 to history. Total: 3

th(0)=-2.9507700079120696;dx=-1.3508062789381834E-8

New Minimum: -2.9507700079120696 > -3.343437288305722

END: th(7818012.603187701)=-3.343437288305722; dx=-2.1862332827676925E-9 evalInputDelta=0.3926672803936526

Fitness changed from -2.9507700079120696 to -3.343437288305722

Iteration 4 complete. Error: -3.343437288305722 Total: 433.7802; Orientation: 0.2832; Line Search: 288.9222

Iteration 5

Iteration 5

Adding measurement 4f874b2b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.535e+02, gradient 1.015e-04, dot -0.148; [6cfc0b53-f05a-4be1-9954-f875107bcb52 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.343437288305722, -1.9283169619739056, -0.615342278033495, -0.6153399338945746

LBFGS Accumulation History: 3 points

Removed measurement 4f874b2b to history. Total: 3

th(0)=-3.343437288305722;dx=-8.71427890401987E-9

Armijo: th(1.6843397559414055E7)=-3.1422757427208126; dx=2.739161299991302E-9 evalInputDelta=-0.20116154558490962

New Minimum: -3.343437288305722 > -3.413613257696852

END: th(8421698.779707028)=-3.413613257696852; dx=-8.802916138283612E-10 evalInputDelta=0.07017596939112991

Fitness changed from -3.343437288305722 to -3.413613257696852

Iteration 5 complete. Error: -3.413613257696852 Total: 577.3937; Orientation: 0.2822; Line Search: 429.3164

Iteration 6

Iteration 6

Adding measurement 46b27fc6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.867e+02, gradient 8.821e-05, dot -0.226; [6cfc0b53-f05a-4be1-9954-f875107bcb52 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.413613257696852, -1.9283169619739056, -0.615342278033495, -0.6153399338945746

LBFGS Accumulation History: 3 points

Removed measurement 46b27fc6 to history. Total: 3

th(0)=-3.413613257696852;dx=-6.23844264844629E-9

Armijo: th(1.8144000000000004E7)=-3.141791611444205; dx=3.5695545340346905E-9 evalInputDelta=-0.27182164625264704

New Minimum: -3.413613257696852 > -3.4708581143058836

WOLF (strong): th(9072000.000000002)=-3.4708581143058836; dx=2.16076225043223E-10 evalInputDelta=0.05724485660903156

New Minimum: -3.4708581143058836 > -3.4818539005937055

END: th(3024000.0000000005)=-3.4818539005937055; dx=-3.773966645668316E-9 evalInputDelta=0.06824064289685339

Fitness changed from -3.413613257696852 to -3.4818539005937055

Iteration 6 complete. Error: -3.4818539005937055 Total: 727.3619; Orientation: 0.2801; Line Search: 577.0100

Iteration 7

Iteration 7

Adding measurement d8fedae to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.728e+02, gradient 7.009e-05, dot -0.336; [6cfc0b53-f05a-4be1-9954-f875107bcb52 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.4818539005937055, -1.9283169619739056, -0.615342278033495, -0.6153399338945746

LBFGS Accumulation History: 3 points

Removed measurement d8fedae to history. Total: 3

th(0)=-3.4818539005937055;dx=-3.673036877742081E-9

New Minimum: -3.4818539005937055 > -3.5121460746740922

END: th(6515010.502656418)=-3.5121460746740922; dx=-1.882019652466718E-9 evalInputDelta=0.030292174080386758

Fitness changed from -3.4818539005937055 to -3.5121460746740922

Iteration 7 complete. Error: -3.5121460746740922 Total: 437.1138; Orientation: 0.2818; Line Search: 291.0598

Iteration 8

Iteration 8

Adding measurement 5ad8d354 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.904e+02, gradient 6.768e-05, dot -0.314; [6cfc0b53-f05a-4be1-9954-f875107bcb52 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.5121460746740922, -1.9283169619739056, -0.615342278033495, -0.6153399338945746

LBFGS Accumulation History: 3 points

Removed measurement 5ad8d354 to history. Total: 3

th(0)=-3.5121460746740922;dx=-2.9511928415253457E-9

Armijo: th(1.4036164632845048E7)=-3.4758025312330574; dx=3.400661311754672E-10 evalInputDelta=-0.03634354344103485

New Minimum: -3.5121460746740922 > -3.5454532919684425

END: th(7018082.316422524)=-3.5454532919684425; dx=-8.667064605217639E-10 evalInputDelta=0.033307217294350266

Fitness changed from -3.5121460746740922 to -3.5454532919684425

Iteration 8 complete. Error: -3.5454532919684425 Total: 575.7096; Orientation: 0.2792; Line Search: 426.8089

Final threshold in iteration 8: -3.5454532919684425 (> -Infinity) after 5538.830s (< 5400.000s)