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

Reset training subject: 256743395899800

Reset training subject: 256802835927300

Iteration 1

Iteration 1

Adding measurement 7098c146 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=-1.118180274963379;dx=-3.361313599703438E-8

New Minimum: -1.118180274963379 > -1.1181804090738297

WOLFE (weak): th(2.154434690031884)=-1.1181804090738297; dx=-3.226313085084514E-8 evalInputDelta=1.341104507446289E-7

New Minimum: -1.1181804090738297 > -1.1181806847453117

WOLFE (weak): th(4.308869380063768)=-1.1181806847453117; dx=-3.184886553752202E-8 evalInputDelta=4.0978193283081055E-7

New Minimum: -1.1181806847453117 > -1.1181820929050446

WOLFE (weak): th(12.926608140191302)=-1.1181820929050446; dx=-3.1923379005183596E-8 evalInputDelta=1.817941665649414E-6

New Minimum: -1.1181820929050446 > -1.118187628686428

WOLFE (weak): th(51.70643256076521)=-1.118187628686428; dx=-3.185077801929561E-8 evalInputDelta=7.353723049163818E-6

New Minimum: -1.118187628686428 > -1.1182175427675247

WOLFE (weak): th(258.53216280382605)=-1.1182175427675247; dx=-3.1780260088434185E-8 evalInputDelta=3.726780414581299E-5

New Minimum: -1.1182175427675247 > -1.1184034571051598

WOLFE (weak): th(1551.1929768229563)=-1.1184034571051598; dx=-3.2062969760094935E-8 evalInputDelta=2.2318214178085327E-4

New Minimum: -1.1184034571051598 > -1.119742289185524

WOLFE (weak): th(10858.350837760694)=-1.119742289185524; dx=-3.19334069747043E-8 evalInputDelta=0.0015620142221450806

New Minimum: -1.119742289185524 > -1.1306652054190636

WOLFE (weak): th(86866.80670208555)=-1.1306652054190636; dx=-3.2209465730824004E-8 evalInputDelta=0.012484930455684662

New Minimum: -1.1306652054190636 > -1.2281287983059883

END: th(781801.26031877)=-1.2281287983059883; dx=-3.003438337839326E-8 evalInputDelta=0.1099485233426094

Fitness changed from -1.118180274963379 to -1.2281287983059883

Iteration 1 complete. Error: -1.2281287983059883 Total: 783.9710; Orientation: 0.1204; Line Search: 603.1656

Iteration 2

Iteration 2

Adding measurement 5bbc8179 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=-1.2281287983059883;dx=-3.239832327284472E-8

New Minimum: -1.2281287983059883 > -1.438701406121254

END: th(1684339.7559414052)=-1.438701406121254; dx=-2.7865634298231323E-8 evalInputDelta=0.21057260781526566

Fitness changed from -1.2281287983059883 to -1.438701406121254

Iteration 2 complete. Error: -1.438701406121254 Total: 175.8462; Orientation: 0.1155; Line Search: 119.6087

Iteration 3

Iteration 3

Adding measurement 29cd3bd1 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=-1.438701406121254;dx=-2.769564152560447E-8

New Minimum: -1.438701406121254 > -1.7911614626646042

END: th(3628800.0)=-1.7911614626646042; dx=-1.963063883994702E-8 evalInputDelta=0.3524600565433502

Fitness changed from -1.438701406121254 to -1.7911614626646042

Iteration 3 complete. Error: -1.7911614626646042 Total: 180.6180; Orientation: 0.1130; Line Search: 118.8171

Iteration 4

Iteration 4

Adding measurement 30139776 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.080e+03, gradient 1.408e-04, dot -0.786; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.7911614626646042, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 30139776 to history. Total: 3

th(0)=-1.7911614626646042;dx=-1.7092261931566325E-8

New Minimum: -1.7911614626646042 > -2.2521520778536797

END: th(7818012.6031877)=-2.2521520778536797; dx=-1.0491708129919374E-8 evalInputDelta=0.46099061518907547

Fitness changed from -1.7911614626646042 to -2.2521520778536797

Iteration 4 complete. Error: -2.2521520778536797 Total: 180.6133; Orientation: 1.4663; Line Search: 117.5804

Iteration 5

Iteration 5

Adding measurement 6525b20 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.781e+03, gradient 1.116e-04, dot -0.701; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.2521520778536797, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 6525b20 to history. Total: 3

th(0)=-2.2521520778536797;dx=-1.145487485246078E-8

New Minimum: -2.2521520778536797 > -2.7223514541983604

END: th(1.684339755941405E7)=-2.7223514541983604; dx=-5.228777446940298E-9 evalInputDelta=0.4701993763446808

Fitness changed from -2.2521520778536797 to -2.7223514541983604

Iteration 5 complete. Error: -2.7223514541983604 Total: 182.7125; Orientation: 1.4737; Line Search: 120.2973

Iteration 6

Iteration 6

Adding measurement 1378ef78 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.887e+03, gradient 8.017e-05, dot -0.560; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.7223514541983604, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 1378ef78 to history. Total: 3

th(0)=-2.7223514541983604;dx=-6.278553037442651E-9

New Minimum: -2.7223514541983604 > -3.1798392459750175

END: th(3.6288E7)=-3.1798392459750175; dx=-1.737308973933906E-9 evalInputDelta=0.4574877917766571

Fitness changed from -2.7223514541983604 to -3.1798392459750175

Iteration 6 complete. Error: -3.1798392459750175 Total: 182.5047; Orientation: 1.4585; Line Search: 119.8936

Iteration 7

Iteration 7

Adding measurement 6c8305 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.771e+03, gradient 5.974e-05, dot -0.415; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.1798392459750175, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 6c8305 to history. Total: 3

th(0)=-3.1798392459750175;dx=-3.4826484531062593E-9

New Minimum: -3.1798392459750175 > -3.4373007901012897

END: th(7.8180126031877E7)=-3.4373007901012897; dx=-3.0337443438907533E-10 evalInputDelta=0.2574615441262722

Fitness changed from -3.1798392459750175 to -3.4373007901012897

Iteration 7 complete. Error: -3.4373007901012897 Total: 184.9990; Orientation: 1.9693; Line Search: 119.9688

Iteration 8

Iteration 8

Adding measurement 6d679563 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.044e+03, gradient 5.216e-05, dot -0.161; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.4373007901012897, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 6d679563 to history. Total: 3

th(0)=-3.4373007901012897;dx=-2.207172782496601E-9

New Minimum: -3.4373007901012897 > -3.641345888376236

WOLF (strong): th(1.0E8)=-3.641345888376236; dx=3.01998415662628E-10 evalInputDelta=0.2040450982749462

New Minimum: -3.641345888376236 > -3.6463592015206814

END: th(5.0E7)=-3.6463592015206814; dx=-4.2785693075432035E-10 evalInputDelta=0.20905841141939163

Fitness changed from -3.4373007901012897 to -3.6463592015206814

Iteration 8 complete. Error: -3.6463592015206814 Total: 241.4891; Orientation: 1.4539; Line Search: 179.1643

Iteration 9

Iteration 9

Adding measurement 780df271 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.394e+03, gradient 3.478e-05, dot -0.281; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.6463592015206814, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 780df271 to history. Total: 3

th(0)=-3.6463592015206814;dx=-8.846678679179364E-10

New Minimum: -3.6463592015206814 > -3.7874807231128216

END: th(1.0E8)=-3.7874807231128216; dx=-1.965513211374763E-10 evalInputDelta=0.1411215215921402

Fitness changed from -3.6463592015206814 to -3.7874807231128216

Iteration 9 complete. Error: -3.7874807231128216 Total: 185.8981; Orientation: 1.4747; Line Search: 121.6865

Iteration 10

Iteration 10

Adding measurement 49a9d552 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.461e+03, gradient 3.679e-05, dot -0.233; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.7874807231128216, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 49a9d552 to history. Total: 3

th(0)=-3.7874807231128216;dx=-1.2811585873706442E-9

New Minimum: -3.7874807231128216 > -3.863074032589793

WOLF (strong): th(1.0E8)=-3.863074032589793; dx=2.802065484283934E-10 evalInputDelta=0.07559330947697163

New Minimum: -3.863074032589793 > -3.8797119855880737

END: th(5.0E7)=-3.8797119855880737; dx=-2.2442186867739245E-10 evalInputDelta=0.09223126247525215

Fitness changed from -3.7874807231128216 to -3.8797119855880737

Iteration 10 complete. Error: -3.8797119855880737 Total: 241.0406; Orientation: 1.5182; Line Search: 180.2538

Iteration 11

Iteration 11

Adding measurement 63d84430 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.839e+03, gradient 2.460e-05, dot -0.382; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.8797119855880737, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 63d84430 to history. Total: 3

th(0)=-3.8797119855880737;dx=-5.540909104857952E-10

New Minimum: -3.8797119855880737 > -3.9386962708085775

END: th(1.0E8)=-3.9386962708085775; dx=-8.608643349254716E-11 evalInputDelta=0.05898428522050381

Fitness changed from -3.8797119855880737 to -3.9386962708085775

Iteration 11 complete. Error: -3.9386962708085775 Total: 181.8872; Orientation: 1.4679; Line Search: 121.6237

Iteration 12

Iteration 12

Adding measurement 3441fe0e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.702e+03, gradient 3.090e-05, dot -0.258; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.9386962708085775, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 3441fe0e to history. Total: 3

th(0)=-3.9386962708085775;dx=-9.102477822004465E-10

New Minimum: -3.9386962708085775 > -3.940892171114683

WOLF (strong): th(1.0E8)=-3.940892171114683; dx=3.3858046727087536E-10 evalInputDelta=0.0021959003061056137

New Minimum: -3.940892171114683 > -3.985720247030258

END: th(5.0E7)=-3.985720247030258; dx=-4.604213835164779E-11 evalInputDelta=0.04702397622168064

Fitness changed from -3.9386962708085775 to -3.985720247030258

Iteration 12 complete. Error: -3.985720247030258 Total: 244.9617; Orientation: 1.5137; Line Search: 182.8114

Iteration 13

Iteration 13

Adding measurement 29d64f04 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.047e+03, gradient 2.213e-05, dot -0.381; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.985720247030258, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 29d64f04 to history. Total: 3

th(0)=-3.985720247030258;dx=-4.5990420460864446E-10

New Minimum: -3.985720247030258 > -3.9984931629151106

WOLF (strong): th(1.0E8)=-3.9984931629151106; dx=5.235098284766431E-11 evalInputDelta=0.01277291588485241

New Minimum: -3.9984931629151106 > -4.0109492633491755

END: th(5.0E7)=-4.0109492633491755; dx=-1.6004179137018339E-10 evalInputDelta=0.025229016318917274

Fitness changed from -3.985720247030258 to -4.0109492633491755

Iteration 13 complete. Error: -4.0109492633491755 Total: 242.9043; Orientation: 1.4895; Line Search: 181.6087

Iteration 14

Iteration 14

Adding measurement 52aeba5b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.857e+03, gradient 1.935e-05, dot -0.392; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -4.0109492633491755, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 52aeba5b to history. Total: 3

th(0)=-4.0109492633491755;dx=-3.492130240377627E-10

New Minimum: -4.0109492633491755 > -4.031625850126147

END: th(1.0E8)=-4.031625850126147; dx=-1.7621417168252175E-11 evalInputDelta=0.020676586776971817

Fitness changed from -4.0109492633491755 to -4.031625850126147

Iteration 14 complete. Error: -4.031625850126147 Total: 180.1176; Orientation: 1.4972; Line Search: 118.8800

Iteration 15

Iteration 15

Adding measurement 3a3c97c2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.012e+03, gradient 2.869e-05, dot -0.248; [c1d902e2-f0d4-4ff6-8106-7d7d529516a2 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -4.031625850126147, -1.438701406121254, -1.2281287983059883, -1.118180274963379

LBFGS Accumulation History: 3 points

Removed measurement 3a3c97c2 to history. Total: 3

th(0)=-4.031625850126147;dx=-6.770970506994818E-10

Armijo: th(1.0E8)=-4.0203358717262745; dx=3.315618473318157E-10 evalInputDelta=-0.01128997839987278

New Minimum: -4.031625850126147 > -4.061480462551117

WOLF (strong): th(5.0E7)=-4.061480462551117; dx=5.823487290116336E-11 evalInputDelta=0.029854612424969673

END: th(1.6666666666666666E7)=-4.055185507982969; dx=-3.1765922360012743E-10 evalInputDelta=0.023559657856822014

Fitness changed from -4.031625850126147 to -4.061480462551117

Iteration 15 complete. Error: -4.061480462551117 Total: 299.8298; Orientation: 1.5071; Line Search: 237.9188

Final threshold in iteration 15: -4.061480462551117 (> -Infinity) after 3689.400s (< 3600.000s)