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

Reset training subject: 8409965151750

Reset training subject: 8516287094544

Iteration 1

Iteration 1

Adding measurement 85e7c45 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=-0.29971006885170937;dx=-4.78338216510189E-6

New Minimum: -0.29971006885170937 > -0.2997192647308111

END: th(2.154434690031884)=-0.2997192647308111; dx=-3.947838571100839E-6 evalInputDelta=9.195879101753235E-6

Fitness changed from -0.29971006885170937 to -0.2997192647308111

Iteration 1 complete. Error: -0.2997192647308111 Total: 531.1957; Orientation: 0.0092; Line Search: 212.9179

Iteration 2

Iteration 2

Adding measurement 1e5692d6 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=-0.2997192647308111;dx=-3.957564320077895E-6

New Minimum: -0.2997192647308111 > -0.29973880108445883

WOLFE (weak): th(4.641588833612779)=-0.29973880108445883; dx=-3.937552273615827E-6 evalInputDelta=1.9536353647708893E-5

New Minimum: -0.29973880108445883 > -0.29975828994065523

WOLFE (weak): th(9.283177667225559)=-0.29975828994065523; dx=-3.945953817699364E-6 evalInputDelta=3.9025209844112396E-5

New Minimum: -0.29975828994065523 > -0.29983653128147125

WOLFE (weak): th(27.849533001676676)=-0.29983653128147125; dx=-3.94774212848492E-6 evalInputDelta=1.1726655066013336E-4

New Minimum: -0.29983653128147125 > -0.30018804129213095

WOLFE (weak): th(111.3981320067067)=-0.30018804129213095; dx=-3.947395878909992E-6 evalInputDelta=4.6877656131982803E-4

New Minimum: -0.30018804129213095 > -0.30206245742738247

WOLFE (weak): th(556.9906600335335)=-0.30206245742738247; dx=-3.911212039442664E-6 evalInputDelta=0.00234319269657135

New Minimum: -0.30206245742738247 > -0.31375244446098804

WOLFE (weak): th(3341.9439602012008)=-0.31375244446098804; dx=-3.928826933745504E-6 evalInputDelta=0.014033179730176926

New Minimum: -0.31375244446098804 > -0.3964393986389041

WOLFE (weak): th(23393.607721408407)=-0.3964393986389041; dx=-3.8028158974675467E-6 evalInputDelta=0.09672013390809298

New Minimum: -0.3964393986389041 > -0.9614626904949546

END: th(187148.86177126726)=-0.9614626904949546; dx=-2.812064555986652E-6 evalInputDelta=0.6617434257641435

Fitness changed from -0.2997192647308111 to -0.9614626904949546

Iteration 2 complete. Error: -0.9614626904949546 Total: 1060.8677; Orientation: 0.0085; Line Search: 954.7430

Iteration 3

Iteration 3

Adding measurement 13d61c02 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=-0.9614626904949546;dx=-2.4472496906497527E-6

New Minimum: -0.9614626904949546 > -1.7145258458331227

END: th(403200.00000000006)=-1.7145258458331227; dx=-1.4051516858126198E-6 evalInputDelta=0.7530631553381681

Fitness changed from -0.9614626904949546 to -1.7145258458331227

Iteration 3 complete. Error: -1.7145258458331227 Total: 318.0536; Orientation: 0.0087; Line Search: 212.2127

Iteration 4

Iteration 4

Adding measurement 2dc0b471 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.162e+03, gradient 1.160e-03, dot -0.720; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -1.7145258458331227, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 2dc0b471 to history. Total: 3

th(0)=-1.7145258458331227;dx=-1.1614921643715349E-6

New Minimum: -1.7145258458331227 > -2.4101717360317707

END: th(868668.0670208557)=-2.4101717360317707; dx=-5.063322239516193E-7 evalInputDelta=0.695645890198648

Fitness changed from -1.7145258458331227 to -2.4101717360317707

Iteration 4 complete. Error: -2.4101717360317707 Total: 318.7842; Orientation: 0.3820; Line Search: 212.1995

Iteration 5

Iteration 5

Adding measurement 5772144c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.362e+02, gradient 7.092e-04, dot -0.614; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.4101717360317707, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 5772144c to history. Total: 3

th(0)=-2.4101717360317707;dx=-4.2915971532038305E-7

New Minimum: -2.4101717360317707 > -2.8012151014991105

END: th(1871488.617712673)=-2.8012151014991105; dx=-1.1010652885840151E-7 evalInputDelta=0.39104336546733975

Fitness changed from -2.4101717360317707 to -2.8012151014991105

Iteration 5 complete. Error: -2.8012151014991105 Total: 319.0691; Orientation: 0.2146; Line Search: 213.0249

Iteration 6

Iteration 6

Adding measurement 793159ee to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.904e+02, gradient 5.389e-04, dot -0.253; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.8012151014991105, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 793159ee to history. Total: 3

th(0)=-2.8012151014991105;dx=-2.3900663772615944E-7

New Minimum: -2.8012151014991105 > -2.8426992252934724

WOLF (strong): th(4032000.0000000014)=-2.8426992252934724; dx=4.554176940669009E-8 evalInputDelta=0.04148412379436195

New Minimum: -2.8426992252934724 > -2.932738171890378

END: th(2016000.0000000007)=-2.932738171890378; dx=-2.1695598438155743E-8 evalInputDelta=0.13152307039126754

Fitness changed from -2.8012151014991105 to -2.932738171890378

Iteration 6 complete. Error: -2.932738171890378 Total: 425.0933; Orientation: 0.2225; Line Search: 318.9210

Iteration 7

Iteration 7

Adding measurement 17972755 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.238e+02, gradient 5.656e-04, dot -0.290; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -2.932738171890378, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 17972755 to history. Total: 3

th(0)=-2.932738171890378;dx=-2.7019208294798206E-7

Armijo: th(4343340.335104279)=-2.0958662144839764; dx=3.508088983511897E-7 evalInputDelta=-0.8368719574064016

Armijo: th(2171670.1675521396)=-2.7552617590408772; dx=2.7407764388402007E-7 evalInputDelta=-0.17747641284950078

New Minimum: -2.932738171890378 > -3.014606425072998

END: th(723890.0558507132)=-3.014606425072998; dx=-2.649112082763973E-8 evalInputDelta=0.08186825318261981

Fitness changed from -2.932738171890378 to -3.014606425072998

Iteration 7 complete. Error: -3.014606425072998 Total: 531.7959; Orientation: 0.2248; Line Search: 425.4470

Iteration 8

Iteration 8

Adding measurement 5a9901d0 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.963e+02, gradient 3.933e-04, dot -0.361; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.014606425072998, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 5a9901d0 to history. Total: 3

th(0)=-3.014606425072998;dx=-1.1404566816705659E-7

New Minimum: -3.014606425072998 > -3.0743454603943974

END: th(1559573.8480938943)=-3.0743454603943974; dx=-2.265509443762343E-8 evalInputDelta=0.05973903532139957

Fitness changed from -3.014606425072998 to -3.0743454603943974

Iteration 8 complete. Error: -3.0743454603943974 Total: 319.5519; Orientation: 0.2233; Line Search: 212.6937

Iteration 9

Iteration 9

Adding measurement 5030d95d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.006e+02, gradient 4.250e-04, dot -0.376; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.0743454603943974, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 5030d95d to history. Total: 3

th(0)=-3.0743454603943974;dx=-1.5093938574745358E-7

Armijo: th(3360000.0000000014)=-2.794280865928158; dx=1.9399658736264109E-7 evalInputDelta=-0.2800645944662392

Armijo: th(1680000.0000000007)=-3.0697754067368805; dx=7.927688854771369E-8 evalInputDelta=-0.004570053657516837

New Minimum: -3.0743454603943974 > -3.1173810535110533

END: th(560000.0000000002)=-3.1173810535110533; dx=-6.254655289055298E-8 evalInputDelta=0.043035593116655946

Fitness changed from -3.0743454603943974 to -3.1173810535110533

Iteration 9 complete. Error: -3.1173810535110533 Total: 532.3047; Orientation: 0.4173; Line Search: 425.6495

Iteration 10

Iteration 10

Adding measurement 5a7ce96b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.770e+02, gradient 3.180e-04, dot -0.462; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.1173810535110533, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 5a7ce96b to history. Total: 3

th(0)=-3.1173810535110533;dx=-6.762145635270016E-8

New Minimum: -3.1173810535110533 > -3.1595986194442958

END: th(1206483.4264178555)=-3.1595986194442958; dx=-5.528554653851492E-8 evalInputDelta=0.04221756593324244

Fitness changed from -3.1173810535110533 to -3.1595986194442958

Iteration 10 complete. Error: -3.1595986194442958 Total: 319.4037; Orientation: 0.2145; Line Search: 212.7305

Iteration 11

Iteration 11

Adding measurement 413583eb to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.059e+02, gradient 2.974e-04, dot -0.480; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.1595986194442958, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 413583eb to history. Total: 3

th(0)=-3.1595986194442958;dx=-5.716096055711443E-8

New Minimum: -3.1595986194442958 > -3.22445239382796

END: th(2599289.7468231576)=-3.22445239382796; dx=-3.8651542399231874E-8 evalInputDelta=0.06485377438366413

Fitness changed from -3.1595986194442958 to -3.22445239382796

Iteration 11 complete. Error: -3.22445239382796 Total: 318.8079; Orientation: 0.2167; Line Search: 212.4257

Iteration 12

Iteration 12

Adding measurement 39e0068f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.312e+02, gradient 2.959e-04, dot -0.416; [4c9039ed-9735-4bcd-8ceb-0350e7cd3a83 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -3.22445239382796, -0.9614626904949546, -0.2997192647308111, -0.29971006885170937

LBFGS Accumulation History: 3 points

Removed measurement 39e0068f to history. Total: 3

th(0)=-3.22445239382796;dx=-5.652419378542003E-8

New Minimum: -3.22445239382796 > -3.2416777641046792

WOLF (strong): th(5600000.000000004)=-3.2416777641046792; dx=2.5728971992254426E-9 evalInputDelta=0.017225370276719332

New Minimum: -3.2416777641046792 > -3.27459475887008

END: th(2800000.000000002)=-3.27459475887008; dx=-2.5658538696298428E-8 evalInputDelta=0.05014236504212022

Fitness changed from -3.22445239382796 to -3.27459475887008

Iteration 12 complete. Error: -3.27459475887008 Total: 424.4566; Orientation: 0.2164; Line Search: 318.1191

Final threshold in iteration 12: -3.27459475887008 (> -Infinity) after 5419.385s (< 5400.000s)