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: 74630318355700

Reset training subject: 74743916866600

Iteration 1

Iteration 1

Adding measurement 1f45be5a to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=4.503192495554686;dx=-1.1559658483588143E-7

New Minimum: 4.503192495554686 > 4.503192458301783

WOLFE (weak): th(2.154434690031884)=4.503192458301783; dx=-1.1542375362407574E-7 evalInputDelta=3.725290298461914E-8

New Minimum: 4.503192458301783 > 4.503192450851202

WOLFE (weak): th(4.308869380063768)=4.503192450851202; dx=-1.1521794090819742E-7 evalInputDelta=4.470348358154297E-8

New Minimum: 4.503192450851202 > 4.503191959112883

WOLFE (weak): th(12.926608140191302)=4.503191959112883; dx=-1.150362810191648E-7 evalInputDelta=5.364418029785156E-7

New Minimum: 4.503191959112883 > 4.50318968296051

WOLFE (weak): th(51.70643256076521)=4.50318968296051; dx=-1.1541667238411259E-7 evalInputDelta=2.812594175338745E-6

New Minimum: 4.50318968296051 > 4.503178145736456

WOLFE (weak): th(258.53216280382605)=4.503178145736456; dx=-1.1541805925402313E-7 evalInputDelta=1.4349818229675293E-5

New Minimum: 4.503178145736456 > 4.503106668591499

WOLFE (weak): th(1551.1929768229563)=4.503106668591499; dx=-1.1542190642232384E-7 evalInputDelta=8.582696318626404E-5

New Minimum: 4.503106668591499 > 4.502591609954834

WOLFE (weak): th(10858.350837760694)=4.502591609954834; dx=-1.1539190449868487E-7 evalInputDelta=6.008855998516083E-4

New Minimum: 4.502591609954834 > 4.498394839465618

WOLFE (weak): th(86866.80670208555)=4.498394839465618; dx=-1.1511965238048857E-7 evalInputDelta=0.004797656089067459

New Minimum: 4.498394839465618 > 4.460852466523647

WOLFE (weak): th(781801.26031877)=4.460852466523647; dx=-1.1256946617400453E-7 evalInputDelta=0.042340029031038284

New Minimum: 4.460852466523647 > 4.205405343323946

END: th(7818012.6031877)=4.205405343323946; dx=-7.220362387094383E-8 evalInputDelta=0.2977871522307396

Fitness changed from 4.503192495554686 to 4.205405343323946

Iteration 1 complete. Error: 4.205405343323946 Total: 1566.5657; Orientation: 0.0764; Line Search: 1225.7179

Iteration 2

Iteration 2

Adding measurement 6db3c72b to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=4.205405343323946;dx=-9.349432578939788E-8

New Minimum: 4.205405343323946 > 3.9384065456688404

END: th(1.684339755941405E7)=3.9384065456688404; dx=-3.967042863962152E-8 evalInputDelta=0.2669987976551056

Fitness changed from 4.205405343323946 to 3.9384065456688404

Iteration 2 complete. Error: 3.9384065456688404 Total: 334.0024; Orientation: 0.0761; Line Search: 221.7193

Iteration 3

Iteration 3

Adding measurement 721f8269 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=3.9384065456688404;dx=-8.098935515881389E-8

New Minimum: 3.9384065456688404 > 3.8038484677672386

END: th(3.6288E7)=3.8038484677672386; dx=-1.8128769611035366E-8 evalInputDelta=0.1345580779016018

Fitness changed from 3.9384065456688404 to 3.8038484677672386

Iteration 3 complete. Error: 3.8038484677672386 Total: 334.7364; Orientation: 0.0766; Line Search: 222.4023

Iteration 4

Iteration 4

Adding measurement 674a6b7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.706e+04, gradient 2.746e-04, dot -0.423; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.8038484677672386, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 674a6b7 to history. Total: 3

th(0)=3.8038484677672386;dx=-7.5409635641501E-8

Armijo: th(7.8180126031877E7)=4.091882102191448; dx=-3.848715863375193E-9 evalInputDelta=-0.2880336344242096

New Minimum: 3.8038484677672386 > 3.480370730161667

END: th(3.90900630159385E7)=3.480370730161667; dx=-1.37669338857297E-8 evalInputDelta=0.32347773760557175

Fitness changed from 3.8038484677672386 to 3.480370730161667

Iteration 4 complete. Error: 3.480370730161667 Total: 443.2213; Orientation: 1.2701; Line Search: 330.6300

Iteration 5

Iteration 5

Adding measurement 5a6df10d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.987e+04, gradient 2.649e-04, dot -0.394; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.480370730161667, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 5a6df10d to history. Total: 3

th(0)=3.480370730161667;dx=-7.016126577887289E-8

Armijo: th(8.421698779707026E7)=3.898156687617302; dx=-4.2871420035627833E-10 evalInputDelta=-0.41778595745563507

New Minimum: 3.480370730161667 > 3.1619603596627712

END: th(4.210849389853513E7)=3.1619603596627712; dx=-9.736606079041154E-9 evalInputDelta=0.31841037049889565

Fitness changed from 3.480370730161667 to 3.1619603596627712

Iteration 5 complete. Error: 3.1619603596627712 Total: 451.8742; Orientation: 1.2943; Line Search: 335.3181

Iteration 6

Iteration 6

Adding measurement 47c13d1 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.652e+04, gradient 2.530e-04, dot -0.376; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.1619603596627712, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 47c13d1 to history. Total: 3

th(0)=3.1619603596627712;dx=-6.37484021528626E-8

Armijo: th(9.072000000000001E7)=3.6828020587563515; dx=1.4332053176987795E-9 evalInputDelta=-0.5208416990935802

New Minimum: 3.1619603596627712 > 2.875370904803276

END: th(4.536000000000001E7)=2.875370904803276; dx=-7.126274408057504E-9 evalInputDelta=0.28658945485949516

Fitness changed from 3.1619603596627712 to 2.875370904803276

Iteration 6 complete. Error: 2.875370904803276 Total: 449.2272; Orientation: 1.3391; Line Search: 338.3191

Iteration 7

Iteration 7

Adding measurement 745856f3 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.297e+04, gradient 2.389e-04, dot -0.371; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.875370904803276, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 745856f3 to history. Total: 3

th(0)=2.875370904803276;dx=-5.7050982684749084E-8

Armijo: th(9.772515753984627E7)=3.4727697297930717; dx=2.752666251091323E-9 evalInputDelta=-0.5973988249897957

New Minimum: 2.875370904803276 > 2.6133854016661644

END: th(4.8862578769923136E7)=2.6133854016661644; dx=-5.447002491860809E-9 evalInputDelta=0.26198550313711166

Fitness changed from 2.875370904803276 to 2.6133854016661644

Iteration 7 complete. Error: 2.6133854016661644 Total: 449.7585; Orientation: 1.2463; Line Search: 338.3605

Iteration 8

Iteration 8

Adding measurement 76477a77 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.833e+04, gradient 2.263e-04, dot -0.362; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.6133854016661644, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 76477a77 to history. Total: 3

th(0)=2.6133854016661644;dx=-5.1162683234981803E-8

Armijo: th(1.0E8)=3.209933500736952; dx=3.8517813735353276E-9 evalInputDelta=-0.5965480990707874

New Minimum: 2.6133854016661644 > 2.3568168357014656

END: th(5.0E7)=2.3568168357014656; dx=-4.99878203813031E-9 evalInputDelta=0.2565685659646988

Fitness changed from 2.6133854016661644 to 2.3568168357014656

Iteration 8 complete. Error: 2.3568168357014656 Total: 441.9968; Orientation: 1.2709; Line Search: 328.2771

Iteration 9

Iteration 9

Adding measurement 7316dc3e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.323e+04, gradient 2.106e-04, dot -0.363; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.3568168357014656, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 7316dc3e to history. Total: 3

th(0)=2.3568168357014656;dx=-4.4287809121509366E-8

Armijo: th(1.0E8)=2.87920905649662; dx=3.3848629775670317E-9 evalInputDelta=-0.5223922207951546

New Minimum: 2.3568168357014656 > 2.1187595576047897

END: th(5.0E7)=2.1187595576047897; dx=-5.467952603106223E-9 evalInputDelta=0.23805727809667587

Fitness changed from 2.3568168357014656 to 2.1187595576047897

Iteration 9 complete. Error: 2.1187595576047897 Total: 449.2503; Orientation: 1.2394; Line Search: 334.6202

Iteration 10

Iteration 10

Adding measurement 53eed6d7 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.714e+04, gradient 1.946e-04, dot -0.368; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 2.1187595576047897, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 53eed6d7 to history. Total: 3

th(0)=2.1187595576047897;dx=-3.7798913230542E-8

Armijo: th(1.0E8)=2.579824570566416; dx=2.833275020465432E-9 evalInputDelta=-0.46106501296162605

New Minimum: 2.1187595576047897 > 1.9105155654251575

END: th(5.0E7)=1.9105155654251575; dx=-5.735438426418091E-9 evalInputDelta=0.2082439921796322

Fitness changed from 2.1187595576047897 to 1.9105155654251575

Iteration 10 complete. Error: 1.9105155654251575 Total: 457.8267; Orientation: 1.2321; Line Search: 341.7451

Iteration 11

Iteration 11

Adding measurement 798cbf78 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.077e+04, gradient 1.814e-04, dot -0.373; [a70c4586-07cf-4c56-8c8c-bc135ee249cc = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.9105155654251575, 3.9384065456688404, 4.205405343323946, 4.503192495554686

LBFGS Accumulation History: 3 points

Removed measurement 798cbf78 to history. Total: 3

th(0)=1.9105155654251575;dx=-3.290288427392101E-8

Armijo: th(1.0E8)=2.3510050736367702; dx=2.249458078327658E-9 evalInputDelta=-0.4404895082116127

New Minimum: 1.9105155654251575 > 1.7506409548223019

END: th(5.0E7)=1.7506409548223019; dx=-5.478383684194518E-9 evalInputDelta=0.15987461060285568

Fitness changed from 1.9105155654251575 to 1.7506409548223019

Iteration 11 complete. Error: 1.7506409548223019 Total: 450.1751; Orientation: 1.2477; Line Search: 336.3494

Final threshold in iteration 11: 1.7506409548223019 (> -Infinity) after 5828.634s (< 5400.000s)