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

Reset training subject: 485134088521200

Reset training subject: 485249259102500

Iteration 1

Iteration 1

Adding measurement 4be08211 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=2.3185155354440212;dx=-5.476768225544929E-7

New Minimum: 2.3185155354440212 > 2.3185153547674417

WOLFE (weak): th(2.154434690031884)=2.3185153547674417; dx=-5.469365194800911E-7 evalInputDelta=1.8067657947540283E-7

New Minimum: 2.3185153547674417 > 2.318514619022608

WOLFE (weak): th(4.308869380063768)=2.318514619022608; dx=-5.4692946658448E-7 evalInputDelta=9.164214134216309E-7

New Minimum: 2.318514619022608 > 2.31851215288043

WOLFE (weak): th(12.926608140191302)=2.31851215288043; dx=-5.445415138312471E-7 evalInputDelta=3.382563591003418E-6

New Minimum: 2.31851215288043 > 2.3185022678226233

WOLFE (weak): th(51.70643256076521)=2.3185022678226233; dx=-5.461375019806557E-7 evalInputDelta=1.3267621397972107E-5

New Minimum: 2.3185022678226233 > 2.318450028076768

WOLFE (weak): th(258.53216280382605)=2.318450028076768; dx=-5.462722820324287E-7 evalInputDelta=6.550736725330353E-5

New Minimum: 2.318450028076768 > 2.318122612312436

WOLFE (weak): th(1551.1929768229563)=2.318122612312436; dx=-5.468399827785848E-7 evalInputDelta=3.9292313158512115E-4

New Minimum: 2.318122612312436 > 2.3157699406147003

WOLFE (weak): th(10858.350837760694)=2.3157699406147003; dx=-5.462877905433242E-7 evalInputDelta=0.0027455948293209076

New Minimum: 2.3157699406147003 > 2.2968020252883434

WOLFE (weak): th(86866.80670208555)=2.2968020252883434; dx=-5.409042891176253E-7 evalInputDelta=0.021713510155677795

New Minimum: 2.2968020252883434 > 2.1483110450208187

END: th(781801.26031877)=2.1483110450208187; dx=-4.703704096095504E-7 evalInputDelta=0.17020449042320251

Fitness changed from 2.3185155354440212 to 2.1483110450208187

Iteration 1 complete. Error: 2.1483110450208187 Total: 1443.2403; Orientation: 0.0799; Line Search: 1106.7869

Iteration 2

Iteration 2

Adding measurement 16c47ebf to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=2.1483110450208187;dx=-4.745686885393713E-7

New Minimum: 2.1483110450208187 > 1.9231330025941133

END: th(1684339.7559414052)=1.9231330025941133; dx=-3.287058392806491E-7 evalInputDelta=0.22517804242670536

Fitness changed from 2.1483110450208187 to 1.9231330025941133

Iteration 2 complete. Error: 1.9231330025941133 Total: 335.6314; Orientation: 0.0772; Line Search: 223.9461

Iteration 3

Iteration 3

Adding measurement 62936872 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=1.9231330025941133;dx=-3.8996081295129186E-7

New Minimum: 1.9231330025941133 > 1.7236409150063992

END: th(3628800.0)=1.7236409150063992; dx=-1.9393657315854248E-7 evalInputDelta=0.1994920875877142

Fitness changed from 1.9231330025941133 to 1.7236409150063992

Iteration 3 complete. Error: 1.7236409150063992 Total: 334.5374; Orientation: 0.0792; Line Search: 223.9284

Iteration 4

Iteration 4

Adding measurement 4a4c41ee to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.406e+04, gradient 5.884e-04, dot -0.526; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.7236409150063992, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 4a4c41ee to history. Total: 3

th(0)=1.7236409150063992;dx=-3.461877619525659E-7

Armijo: th(7818012.6031877)=1.7497574500739574; dx=-8.311867359744688E-8 evalInputDelta=-0.02611653506755829

New Minimum: 1.7236409150063992 > 1.5293583925813437

END: th(3909006.30159385)=1.5293583925813437; dx=-1.601852188725968E-7 evalInputDelta=0.1942825224250555

Fitness changed from 1.7236409150063992 to 1.5293583925813437

Iteration 4 complete. Error: 1.5293583925813437 Total: 450.4437; Orientation: 1.2803; Line Search: 338.1242

Iteration 5

Iteration 5

Adding measurement 59a32aa8 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.578e+04, gradient 5.589e-04, dot -0.503; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.5293583925813437, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 59a32aa8 to history. Total: 3

th(0)=1.5293583925813437;dx=-3.1235116535114286E-7

Armijo: th(8421698.779707026)=1.641227349638939; dx=-6.713609213651456E-8 evalInputDelta=-0.11186895705759525

New Minimum: 1.5293583925813437 > 1.3746372386813164

END: th(4210849.389853513)=1.3746372386813164; dx=-1.339519962988049E-7 evalInputDelta=0.15472115390002728

Fitness changed from 1.5293583925813437 to 1.3746372386813164

Iteration 5 complete. Error: 1.3746372386813164 Total: 447.3931; Orientation: 1.2794; Line Search: 333.3144

Iteration 6

Iteration 6

Adding measurement 28fa8c5f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.600e+04, gradient 5.329e-04, dot -0.472; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.3746372386813164, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 28fa8c5f to history. Total: 3

th(0)=1.3746372386813164;dx=-2.839288011712908E-7

Armijo: th(9072000.0)=1.5411029439419508; dx=-5.150068665232909E-8 evalInputDelta=-0.16646570526063442

New Minimum: 1.3746372386813164 > 1.2357928715646267

END: th(4536000.0)=1.2357928715646267; dx=-1.103925047994688E-7 evalInputDelta=0.13884436711668968

Fitness changed from 1.3746372386813164 to 1.2357928715646267

Iteration 6 complete. Error: 1.2357928715646267 Total: 450.7060; Orientation: 1.2545; Line Search: 334.6195

Iteration 7

Iteration 7

Adding measurement 26caaed6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.664e+04, gradient 5.090e-04, dot -0.436; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2357928715646267, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 26caaed6 to history. Total: 3

th(0)=1.2357928715646267;dx=-2.5909330156267735E-7

Armijo: th(9772515.753984625)=1.4618561118841171; dx=-4.028549549536964E-8 evalInputDelta=-0.22606324031949043

New Minimum: 1.2357928715646267 > 1.1229147929698229

END: th(4886257.876992312)=1.1229147929698229; dx=-9.142855866135574E-8 evalInputDelta=0.11287807859480381

Fitness changed from 1.2357928715646267 to 1.1229147929698229

Iteration 7 complete. Error: 1.1229147929698229 Total: 443.8302; Orientation: 1.2526; Line Search: 331.5313

Iteration 8

Iteration 8

Adding measurement 1a8790bc to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.748e+04, gradient 4.828e-04, dot -0.426; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.1229147929698229, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 1a8790bc to history. Total: 3

th(0)=1.1229147929698229;dx=-2.327565130851335E-7

Armijo: th(1.0527123474633783E7)=1.3815399650484324; dx=-2.956827184352091E-8 evalInputDelta=-0.25862517207860947

New Minimum: 1.1229147929698229 > 1.0200044102966785

END: th(5263561.737316892)=1.0200044102966785; dx=-7.695441558413545E-8 evalInputDelta=0.10291038267314434

Fitness changed from 1.1229147929698229 to 1.0200044102966785

Iteration 8 complete. Error: 1.0200044102966785 Total: 448.4882; Orientation: 1.3103; Line Search: 334.8243

Iteration 9

Iteration 9

Adding measurement 9d04f34 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.794e+04, gradient 4.613e-04, dot -0.413; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0200044102966785, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 9d04f34 to history. Total: 3

th(0)=1.0200044102966785;dx=-2.1275168446399275E-7

Armijo: th(1.1340000000000002E7)=1.3496591933071613; dx=-2.247634725946804E-8 evalInputDelta=-0.3296547830104828

New Minimum: 1.0200044102966785 > 0.9549402073025703

END: th(5670000.000000001)=0.9549402073025703; dx=-6.265038868687375E-8 evalInputDelta=0.0650642029941082

Fitness changed from 1.0200044102966785 to 0.9549402073025703

Iteration 9 complete. Error: 0.9549402073025703 Total: 443.8978; Orientation: 1.4067; Line Search: 329.6614

Iteration 10

Iteration 10

Adding measurement 4b00d17b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.871e+04, gradient 4.448e-04, dot -0.398; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9549402073025703, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 4b00d17b to history. Total: 3

th(0)=0.9549402073025703;dx=-1.9739331861465445E-7

Armijo: th(1.2215644692480784E7)=1.316616963595152; dx=-1.4545745355764305E-8 evalInputDelta=-0.36167675629258156

New Minimum: 0.9549402073025703 > 0.8880388829857111

END: th(6107822.346240392)=0.8880388829857111; dx=-5.2401495487357866E-8 evalInputDelta=0.06690132431685925

Fitness changed from 0.9549402073025703 to 0.8880388829857111

Iteration 10 complete. Error: 0.8880388829857111 Total: 446.2809; Orientation: 1.3560; Line Search: 333.5369

Iteration 11

Iteration 11

Adding measurement 225263ec to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.935e+04, gradient 4.273e-04, dot -0.389; [31aa7d9d-a542-451c-9113-2d2addae2afd = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.8880388829857111, 1.9231330025941133, 2.1483110450208187, 2.3185155354440212

LBFGS Accumulation History: 3 points

Removed measurement 225263ec to history. Total: 3

th(0)=0.8880388829857111;dx=-1.8259301003144042E-7

Armijo: th(1.3158904343292233E7)=1.2935409937053919; dx=-7.930221468173528E-9 evalInputDelta=-0.4055021107196808

New Minimum: 0.8880388829857111 > 0.8347653932869434

END: th(6579452.171646116)=0.8347653932869434; dx=-4.39803056239161E-8 evalInputDelta=0.05327348969876766

Fitness changed from 0.8880388829857111 to 0.8347653932869434

Iteration 11 complete. Error: 0.8347653932869434 Total: 445.4243; Orientation: 1.2368; Line Search: 330.6909

Final threshold in iteration 11: 0.8347653932869434 (> -Infinity) after 5689.873s (< 5400.000s)