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
  16. Iteration 16
  17. Iteration 17
  18. Iteration 18
  19. Iteration 19
  20. Iteration 20

Reset training subject: 10523596193300

Reset training subject: 10537357418209

Iteration 1

Iteration 1

Adding measurement 77d9aae1 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=7.203805927187204;dx=-1.9630920169353164E-6

New Minimum: 7.203805927187204 > 7.203793376684189

WOLFE (weak): th(2.154434690031884)=7.203793376684189; dx=-2.020133129888061E-6 evalInputDelta=1.2550503015518188E-5

New Minimum: 7.203793376684189 > 7.203780807554722

WOLFE (weak): th(4.308869380063768)=7.203780807554722; dx=-2.110322613515612E-6 evalInputDelta=2.5119632482528687E-5

New Minimum: 7.203780807554722 > 7.203730136156082

WOLFE (weak): th(12.926608140191302)=7.203730136156082; dx=-1.950084237425529E-6 evalInputDelta=7.579103112220764E-5

New Minimum: 7.203730136156082 > 7.203502506017685

END: th(51.70643256076521)=7.203502506017685; dx=-1.5387473203624724E-6 evalInputDelta=3.0342116951942444E-4

Fitness changed from 7.203805927187204 to 7.203502506017685

Iteration 1 complete. Error: 7.203502506017685 Total: 108.4725; Orientation: 0.0108; Line Search: 67.5994

Iteration 2

Iteration 2

Adding measurement 2cfdb80e to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=7.203502506017685;dx=-1.8042264291524046E-6

New Minimum: 7.203502506017685 > 7.202844347804785

WOLFE (weak): th(111.39813200670669)=7.202844347804785; dx=-1.8977407643275848E-6 evalInputDelta=6.581582129001617E-4

New Minimum: 7.202844347804785 > 7.202186942100525

WOLFE (weak): th(222.79626401341338)=7.202186942100525; dx=-1.888977695772994E-6 evalInputDelta=0.0013155639171600342

New Minimum: 7.202186942100525 > 7.199557118117809

WOLFE (weak): th(668.3887920402401)=7.199557118117809; dx=-1.909737317226561E-6 evalInputDelta=0.003945387899875641

New Minimum: 7.199557118117809 > 7.187761478126049

END: th(2673.5551681609604)=7.187761478126049; dx=-1.536181035282012E-6 evalInputDelta=0.015741027891635895

Fitness changed from 7.203502506017685 to 7.187761478126049

Iteration 2 complete. Error: 7.187761478126049 Total: 80.9684; Orientation: 0.0099; Line Search: 67.4165

Iteration 3

Iteration 3

Adding measurement 4324ed2c to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=7.187761478126049;dx=-1.4211997799524002E-6

New Minimum: 7.187761478126049 > 7.1542647406458855

WOLFE (weak): th(5760.0)=7.1542647406458855; dx=-1.4900899159742597E-6 evalInputDelta=0.033496737480163574

New Minimum: 7.1542647406458855 > 7.121221613138914

WOLFE (weak): th(11520.0)=7.121221613138914; dx=-1.3477725887694635E-6 evalInputDelta=0.06653986498713493

New Minimum: 7.121221613138914 > 6.993169639259577

WOLFE (weak): th(34560.0)=6.993169639259577; dx=-1.4370667515035663E-6 evalInputDelta=0.19459183886647224

New Minimum: 6.993169639259577 > 6.499386623501778

END: th(138240.0)=6.499386623501778; dx=-1.1098530924113995E-6 evalInputDelta=0.6883748546242714

Fitness changed from 7.187761478126049 to 6.499386623501778

Iteration 3 complete. Error: 6.499386623501778 Total: 81.2883; Orientation: 0.0102; Line Search: 67.6214

Iteration 4

Iteration 4

Adding measurement 4cd2f387 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.521e+03, gradient 1.194e-03, dot -0.790; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 6.499386623501778, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 4cd2f387 to history. Total: 3

th(0)=6.499386623501778;dx=-1.1117452875288513E-6

New Minimum: 6.499386623501778 > 5.766619063913822

END: th(297829.0515500076)=5.766619063913822; dx=-6.748510813922459E-7 evalInputDelta=0.7327675595879555

Fitness changed from 6.499386623501778 to 5.766619063913822

Iteration 4 complete. Error: 5.766619063913822 Total: 40.8743; Orientation: 0.3519; Line Search: 26.9647

Iteration 5

Iteration 5

Adding measurement 43891590 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.869e+02, gradient 8.576e-04, dot -0.594; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 5.766619063913822, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 43891590 to history. Total: 3

th(0)=5.766619063913822;dx=-4.79204756036511E-7

New Minimum: 5.766619063913822 > 5.12639632448554

END: th(641653.2403586305)=5.12639632448554; dx=-2.67997988455966E-7 evalInputDelta=0.6402227394282818

Fitness changed from 5.766619063913822 to 5.12639632448554

Iteration 5 complete. Error: 5.12639632448554 Total: 40.9672; Orientation: 0.2597; Line Search: 26.9719

Iteration 6

Iteration 6

Adding measurement 3b7073c5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.944e+02, gradient 7.616e-04, dot -0.325; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 5.12639632448554, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 3b7073c5 to history. Total: 3

th(0)=5.12639632448554;dx=-3.354197500266308E-7

New Minimum: 5.12639632448554 > 4.899771615862846

END: th(1382400.0)=4.899771615862846; dx=-1.225503064381755E-8 evalInputDelta=0.22662470862269402

Fitness changed from 5.12639632448554 to 4.899771615862846

Iteration 6 complete. Error: 4.899771615862846 Total: 41.0175; Orientation: 0.2734; Line Search: 27.0101

Iteration 7

Iteration 7

Adding measurement e81ca2b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.544e+02, gradient 8.884e-04, dot -0.095; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.899771615862846, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement e81ca2b to history. Total: 3

th(0)=4.899771615862846;dx=-4.050211141017873E-7

Armijo: th(2978290.515500076)=7.416683852672577; dx=2.11556156093523E-7 evalInputDelta=-2.5169122368097305

Armijo: th(1489145.257750038)=5.268558040261269; dx=1.287714432296674E-7 evalInputDelta=-0.36878642439842224

New Minimum: 4.899771615862846 > 4.380949031561613

END: th(496381.75258334604)=4.380949031561613; dx=-1.5423459749312225E-7 evalInputDelta=0.5188225843012333

Fitness changed from 4.899771615862846 to 4.380949031561613

Iteration 7 complete. Error: 4.380949031561613 Total: 68.0288; Orientation: 0.2502; Line Search: 54.1402

Iteration 8

Iteration 8

Adding measurement 40f6c02e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.578e+02, gradient 7.356e-04, dot -0.277; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.380949031561613, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 40f6c02e to history. Total: 3

th(0)=4.380949031561613;dx=-3.8839422052733593E-7

New Minimum: 4.380949031561613 > 4.340661320835352

END: th(1069422.0672643844)=4.340661320835352; dx=-3.1732787655888837E-9 evalInputDelta=0.04028771072626114

Fitness changed from 4.380949031561613 to 4.340661320835352

Iteration 8 complete. Error: 4.340661320835352 Total: 41.0581; Orientation: 0.2418; Line Search: 27.0956

Iteration 9

Iteration 9

Adding measurement 551cf24f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.019e+02, gradient 8.976e-04, dot -0.188; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.340661320835352, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 551cf24f to history. Total: 3

th(0)=4.340661320835352;dx=-5.669788793250733E-7

Armijo: th(2304000.0000000005)=6.463988691568375; dx=2.433034635300679E-7 evalInputDelta=-2.1233273707330227

Armijo: th(1152000.0000000002)=4.662388525903225; dx=2.061076976718329E-7 evalInputDelta=-0.321727205067873

New Minimum: 4.340661320835352 > 3.9283439591526985

END: th(384000.00000000006)=3.9283439591526985; dx=-2.0597799464974643E-7 evalInputDelta=0.4123173616826534

Fitness changed from 4.340661320835352 to 3.9283439591526985

Iteration 9 complete. Error: 3.9283439591526985 Total: 68.0162; Orientation: 0.3037; Line Search: 54.1265

Iteration 10

Iteration 10

Adding measurement 2443f3f5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.625e+02, gradient 6.888e-04, dot -0.374; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.9283439591526985, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 2443f3f5 to history. Total: 3

th(0)=3.9283439591526985;dx=-3.5800857626720224E-7

Armijo: th(827302.9209722435)=3.940993294119835; dx=-7.729680914267174E-11 evalInputDelta=-0.012649334967136383

New Minimum: 3.9283439591526985 > 3.793646551668644

END: th(413651.46048612177)=3.793646551668644; dx=-6.86120278911428E-8 evalInputDelta=0.13469740748405457

Fitness changed from 3.9283439591526985 to 3.793646551668644

Iteration 10 complete. Error: 3.793646551668644 Total: 54.5386; Orientation: 0.2427; Line Search: 40.5604

Iteration 11

Iteration 11

Adding measurement 535c0bff to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.986e+02, gradient 6.533e-04, dot -0.378; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.793646551668644, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 535c0bff to history. Total: 3

th(0)=3.793646551668644;dx=-2.339708026459557E-7

Armijo: th(891185.0560536538)=3.922005519270897; dx=-3.170755367469776E-8 evalInputDelta=-0.12835896760225296

New Minimum: 3.793646551668644 > 3.7473340407013893

END: th(445592.5280268269)=3.7473340407013893; dx=-9.380203518796017E-8 evalInputDelta=0.04631251096725464

Fitness changed from 3.793646551668644 to 3.7473340407013893

Iteration 11 complete. Error: 3.7473340407013893 Total: 54.5499; Orientation: 0.2444; Line Search: 40.6582

Iteration 12

Iteration 12

Adding measurement 43edd26d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.510e+03, gradient 6.779e-04, dot -0.430; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.7473340407013893, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 43edd26d to history. Total: 3

th(0)=3.7473340407013893;dx=-3.008262755110466E-7

Armijo: th(960000.0000000003)=3.9936250671744347; dx=-1.753502423228934E-8 evalInputDelta=-0.24629102647304535

New Minimum: 3.7473340407013893 > 3.724940702319145

END: th(480000.0000000002)=3.724940702319145; dx=-7.70643076929093E-8 evalInputDelta=0.02239333838224411

Fitness changed from 3.7473340407013893 to 3.724940702319145

Iteration 12 complete. Error: 3.724940702319145 Total: 54.4477; Orientation: 0.3038; Line Search: 40.4983

Iteration 13

Iteration 13

Adding measurement 51279a1c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 7.660e-04, dot -0.275; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.724940702319145, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 51279a1c to history. Total: 3

th(0)=3.724940702319145;dx=-3.197465386168677E-7

Armijo: th(1034128.6512153046)=4.097063951194286; dx=5.040752387690461E-8 evalInputDelta=-0.37212324887514114

New Minimum: 3.724940702319145 > 3.7092060074210167

WOLF (strong): th(517064.3256076523)=3.7092060074210167; dx=3.117832508455304E-8 evalInputDelta=0.01573469489812851

New Minimum: 3.7092060074210167 > 3.5918661057949066

END: th(172354.77520255078)=3.5918661057949066; dx=-1.4707821773401682E-7 evalInputDelta=0.1330745965242386

Fitness changed from 3.724940702319145 to 3.5918661057949066

Iteration 13 complete. Error: 3.5918661057949066 Total: 68.1830; Orientation: 0.2442; Line Search: 54.2589

Iteration 14

Iteration 14

Adding measurement 56ffbe45 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.687e+03, gradient 5.963e-04, dot -0.470; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.5918661057949066, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 56ffbe45 to history. Total: 3

th(0)=3.5918661057949066;dx=-2.464346597746925E-7

New Minimum: 3.5918661057949066 > 3.5751731395721436

END: th(371327.1066890225)=3.5751731395721436; dx=-1.258133126741929E-7 evalInputDelta=0.01669296622276306

Fitness changed from 3.5918661057949066 to 3.5751731395721436

Iteration 14 complete. Error: 3.5751731395721436 Total: 40.9727; Orientation: 0.2816; Line Search: 27.0888

Iteration 15

Iteration 15

Adding measurement 5c72f44c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.099e+03, gradient 6.357e-04, dot -0.472; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.5751731395721436, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 5c72f44c to history. Total: 3

th(0)=3.5751731395721436;dx=-2.504794903362144E-7

Armijo: th(800000.0000000005)=3.704612284898758; dx=-5.250025550392702E-8 evalInputDelta=-0.12943914532661438

New Minimum: 3.5751731395721436 > 3.5632092729210854

END: th(400000.00000000023)=3.5632092729210854; dx=-1.3225264653044573E-7 evalInputDelta=0.011963866651058197

Fitness changed from 3.5751731395721436 to 3.5632092729210854

Iteration 15 complete. Error: 3.5632092729210854 Total: 54.4850; Orientation: 0.2944; Line Search: 40.6152

Iteration 16

Iteration 16

Adding measurement 480af31b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.000e+03, gradient 6.410e-04, dot -0.437; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.5632092729210854, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 480af31b to history. Total: 3

th(0)=3.5632092729210854;dx=-2.1183459377128348E-7

Armijo: th(861773.876012754)=3.7597854658961296; dx=-7.305781769613153E-8 evalInputDelta=-0.19657619297504425

New Minimum: 3.5632092729210854 > 3.5581779181957245

END: th(430886.938006377)=3.5581779181957245; dx=-8.971078593343977E-8 evalInputDelta=0.00503135472536087

Fitness changed from 3.5632092729210854 to 3.5581779181957245

Iteration 16 complete. Error: 3.5581779181957245 Total: 54.6156; Orientation: 0.2422; Line Search: 40.7542

Iteration 17

Iteration 17

Adding measurement 3b0c4f0c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.509e+03, gradient 7.254e-04, dot -0.308; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.5581779181957245, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 3b0c4f0c to history. Total: 3

th(0)=3.5581779181957245;dx=-2.3480657552780816E-7

Armijo: th(928317.7667225564)=3.811463363468647; dx=3.7702480603766914E-8 evalInputDelta=-0.2532854452729225

New Minimum: 3.5581779181957245 > 3.542459025979042

END: th(464158.8833612782)=3.542459025979042; dx=-3.6536091233877976E-9 evalInputDelta=0.015718892216682434

Fitness changed from 3.5581779181957245 to 3.542459025979042

Iteration 17 complete. Error: 3.542459025979042 Total: 54.6517; Orientation: 0.3505; Line Search: 40.6171

Iteration 18

Iteration 18

Adding measurement 7965b515 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.195e+03, gradient 7.005e-04, dot -0.380; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.542459025979042, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 7965b515 to history. Total: 3

th(0)=3.542459025979042;dx=-3.568687191074065E-7

Armijo: th(1000000.0000000007)=3.954999417066574; dx=1.6449646063883858E-8 evalInputDelta=-0.41254039108753204

New Minimum: 3.542459025979042 > 3.5417985543608665

WOLF (strong): th(500000.00000000035)=3.5417985543608665; dx=3.8786553947941724E-8 evalInputDelta=6.604716181755066E-4

New Minimum: 3.5417985543608665 > 3.428019914776087

END: th(166666.66666666677)=3.428019914776087; dx=-2.2891781246646093E-7 evalInputDelta=0.11443911120295525

Fitness changed from 3.542459025979042 to 3.428019914776087

Iteration 18 complete. Error: 3.428019914776087 Total: 68.2002; Orientation: 0.2478; Line Search: 54.2835

Iteration 19

Iteration 19

Adding measurement 246f7e70 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.938e+03, gradient 6.092e-04, dot -0.399; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.428019914776087, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 246f7e70 to history. Total: 3

th(0)=3.428019914776087;dx=-1.4707756722834047E-7

New Minimum: 3.428019914776087 > 3.427855670452118

END: th(359072.44833864755)=3.427855670452118; dx=-1.2552940953315093E-7 evalInputDelta=1.6424432396888733E-4

Fitness changed from 3.428019914776087 to 3.427855670452118

Iteration 19 complete. Error: 3.427855670452118 Total: 41.1367; Orientation: 0.2874; Line Search: 27.2289

Iteration 20

Iteration 20

Adding measurement 9822a34 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.660e+03, gradient 6.565e-04, dot -0.425; [24e829b7-1802-4310-ab3d-08eba737cca3 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.427855670452118, 7.187761478126049, 7.203502506017685, 7.203805927187204

LBFGS Accumulation History: 3 points

Removed measurement 9822a34 to history. Total: 3

th(0)=3.427855670452118;dx=-2.2264328262582464E-7

Armijo: th(773598.1389354637)=3.5910870879888535; dx=-3.866460746043463E-8 evalInputDelta=-0.16323141753673553

New Minimum: 3.427855670452118 > 3.414437983185053

END: th(386799.06946773187)=3.414437983185053; dx=-2.4797490786717115E-8 evalInputDelta=0.013417687267065048

Fitness changed from 3.427855670452118 to 3.414437983185053

Iteration 20 complete. Error: 3.414437983185053 Total: 54.4485; Orientation: 0.2416; Line Search: 40.5735

Final threshold in iteration 21: 3.414437983185053 (> -Infinity) after 1170.921s (< 5400.000s)