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

Reset training subject: 20193514186032

Reset training subject: 20381024130953

Iteration 1

Iteration 1

Adding measurement 5f9e5edc to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=0.7964367102831602;dx=-1.1262936273972971E-5

New Minimum: 0.7964367102831602 > 0.7964309062808752

WOLFE (weak): th(2.154434690031884)=0.7964309062808752; dx=-1.0440284938893964E-5 evalInputDelta=5.804002285003662E-6

New Minimum: 0.7964309062808752 > 0.7964251860976219

WOLFE (weak): th(4.308869380063768)=0.7964251860976219; dx=-1.044405231789984E-5 evalInputDelta=1.1524185538291931E-5

New Minimum: 0.7964251860976219 > 0.7964018667116761

WOLFE (weak): th(12.926608140191302)=0.7964018667116761; dx=-1.0430367380834687E-5 evalInputDelta=3.48435714840889E-5

New Minimum: 0.7964018667116761 > 0.7962976954877377

WOLFE (weak): th(51.70643256076521)=0.7962976954877377; dx=-1.0453968551724916E-5 evalInputDelta=1.3901479542255402E-4

New Minimum: 0.7962976954877377 > 0.7957413615658879

WOLFE (weak): th(258.53216280382605)=0.7957413615658879; dx=-1.0436282614774092E-5 evalInputDelta=6.953487172722816E-4

New Minimum: 0.7957413615658879 > 0.7922645332291722

WOLFE (weak): th(1551.1929768229563)=0.7922645332291722; dx=-1.0421130280542797E-5 evalInputDelta=0.00417217705398798

New Minimum: 0.7922645332291722 > 0.7672313693910837

WOLFE (weak): th(10858.350837760694)=0.7672313693910837; dx=-1.041312618485205E-5 evalInputDelta=0.029205340892076492

New Minimum: 0.7672313693910837 > 0.5639435378834605

WOLFE (weak): th(86866.80670208555)=0.5639435378834605; dx=-1.0154209197614047E-5 evalInputDelta=0.2324931723996997

New Minimum: 0.5639435378834605 > -0.7931036073714495

END: th(781801.26031877)=-0.7931036073714495; dx=-5.146623120038869E-6 evalInputDelta=1.5895403176546097

Fitness changed from 0.7964367102831602 to -0.7931036073714495

Iteration 1 complete. Error: -0.7931036073714495 Total: 2449.5319; Orientation: 0.0360; Line Search: 1884.9393

Iteration 2

Iteration 2

Adding measurement 3a0210fb to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=-0.7931036073714495;dx=-5.267369182050588E-6

New Minimum: -0.7931036073714495 > -2.1442861440591514

END: th(1684339.7559414052)=-2.1442861440591514; dx=-1.5883927962289596E-6 evalInputDelta=1.351182536687702

Fitness changed from -0.7931036073714495 to -2.1442861440591514

Iteration 2 complete. Error: -2.1442861440591514 Total: 565.4314; Orientation: 0.0412; Line Search: 376.8672

Iteration 3

Iteration 3

Adding measurement 65e09f72 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=-2.1442861440591514;dx=-2.057239960781331E-6

New Minimum: -2.1442861440591514 > -2.731027679052204

WOLF (strong): th(3628800.0)=-2.731027679052204; dx=7.064659527488944E-8 evalInputDelta=0.5867415349930525

END: th(1814400.0)=-2.6810701391659677; dx=-5.526838748195301E-7 evalInputDelta=0.5367839951068163

Fitness changed from -2.1442861440591514 to -2.731027679052204

Iteration 3 complete. Error: -2.731027679052204 Total: 754.9210; Orientation: 0.0389; Line Search: 565.8137

Iteration 4

Iteration 4

Adding measurement 4f130025 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.640e+03, gradient 1.669e-03, dot -0.515; [1ab74f32-99ed-460a-859a-7c3bb010c704 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.731027679052204, -2.1442861440591514, -0.7931036073714495, 0.7964367102831602

LBFGS Accumulation History: 3 points

Removed measurement 4f130025 to history. Total: 3

th(0)=-2.731027679052204;dx=-2.717933464979023E-6

Armijo: th(3909006.30159385)=-2.4939906601794064; dx=9.038560117417397E-7 evalInputDelta=-0.2370370188727975

New Minimum: -2.731027679052204 > -2.9172213817946613

WOLF (strong): th(1954503.150796925)=-2.9172213817946613; dx=9.48167313545E-7 evalInputDelta=0.1861937027424574

New Minimum: -2.9172213817946613 > -3.0254677021875978

END: th(651501.0502656417)=-3.0254677021875978; dx=-7.441619317778745E-7 evalInputDelta=0.29444002313539386

Fitness changed from -2.731027679052204 to -3.0254677021875978

Iteration 4 complete. Error: -3.0254677021875978 Total: 943.6545; Orientation: 0.9143; Line Search: 754.3412

Iteration 5

Iteration 5

Adding measurement faa28d9 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.858e+03, gradient 7.683e-04, dot -0.551; [1ab74f32-99ed-460a-859a-7c3bb010c704 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.0254677021875978, -2.1442861440591514, -0.7931036073714495, 0.7964367102831602

LBFGS Accumulation History: 3 points

Removed measurement faa28d9 to history. Total: 3

th(0)=-3.0254677021875978;dx=-5.73265012452464E-7

New Minimum: -3.0254677021875978 > -3.1554490868002176

END: th(1403616.4632845044)=-3.1554490868002176; dx=-2.3550992415165012E-7 evalInputDelta=0.12998138461261988

Fitness changed from -3.0254677021875978 to -3.1554490868002176

Iteration 5 complete. Error: -3.1554490868002176 Total: 567.0773; Orientation: 1.0394; Line Search: 377.4399

Iteration 6

Iteration 6

Adding measurement 51a6298d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.045e+03, gradient 5.856e-04, dot -0.583; [1ab74f32-99ed-460a-859a-7c3bb010c704 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.1554490868002176, -2.1442861440591514, -0.7931036073714495, 0.7964367102831602

LBFGS Accumulation History: 3 points

Removed measurement 51a6298d to history. Total: 3

th(0)=-3.1554490868002176;dx=-3.30625453959829E-7

New Minimum: -3.1554490868002176 > -3.236903367098421

WOLF (strong): th(3024000.0)=-3.236903367098421; dx=2.712075053309839E-8 evalInputDelta=0.08145428029820323

END: th(1512000.0)=-3.2311680489219725; dx=-1.1357115029893837E-7 evalInputDelta=0.07571896212175488

Fitness changed from -3.1554490868002176 to -3.236903367098421

Iteration 6 complete. Error: -3.236903367098421 Total: 755.2997; Orientation: 0.9294; Line Search: 565.9390

Final threshold in iteration 6: -3.236903367098421 (> -Infinity) after 6035.917s (< 5400.000s)