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: 130245660207100

Reset training subject: 130347511487200

Iteration 1

Iteration 1

Adding measurement 274befd1 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=5.470623578876257;dx=-1.1651279979295084E-6

New Minimum: 5.470623578876257 > 5.47061724960804

WOLFE (weak): th(2.154434690031884)=5.47061724960804; dx=-1.1500772874366676E-6 evalInputDelta=6.329268217086792E-6

New Minimum: 5.47061724960804 > 5.470610737800598

WOLFE (weak): th(4.308869380063768)=5.470610737800598; dx=-1.150504940092089E-6 evalInputDelta=1.2841075658798218E-5

New Minimum: 5.470610737800598 > 5.470585063099861

WOLFE (weak): th(12.926608140191302)=5.470585063099861; dx=-1.1512604871841456E-6 evalInputDelta=3.851577639579773E-5

New Minimum: 5.470585063099861 > 5.470470070838928

WOLFE (weak): th(51.70643256076521)=5.470470070838928; dx=-1.1501176018870989E-6 evalInputDelta=1.535080373287201E-4

New Minimum: 5.470470070838928 > 5.469855561852455

WOLFE (weak): th(258.53216280382605)=5.469855561852455; dx=-1.1367761901879688E-6 evalInputDelta=7.680170238018036E-4

New Minimum: 5.469855561852455 > 5.466018181294203

WOLFE (weak): th(1551.1929768229563)=5.466018181294203; dx=-1.1412146865667725E-6 evalInputDelta=0.004605397582054138

New Minimum: 5.466018181294203 > 5.438495237380266

WOLFE (weak): th(10858.350837760694)=5.438495237380266; dx=-1.1335409173974957E-6 evalInputDelta=0.03212834149599075

New Minimum: 5.438495237380266 > 5.220903821289539

WOLFE (weak): th(86866.80670208555)=5.220903821289539; dx=-1.0780003783926643E-6 evalInputDelta=0.2497197575867176

New Minimum: 5.220903821289539 > 3.7531577795743942

END: th(781801.26031877)=3.7531577795743942; dx=-6.384590414238456E-7 evalInputDelta=1.7174657993018627

Fitness changed from 5.470623578876257 to 3.7531577795743942

Iteration 1 complete. Error: 3.7531577795743942 Total: 1316.0488; Orientation: 0.0766; Line Search: 1005.4825

Iteration 2

Iteration 2

Adding measurement 36c3b6b0 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=3.7531577795743942;dx=-5.327745512207409E-7

New Minimum: 3.7531577795743942 > 2.1708176732063293

END: th(1684339.7559414052)=2.1708176732063293; dx=-2.454157853765472E-7 evalInputDelta=1.5823401063680649

Fitness changed from 3.7531577795743942 to 2.1708176732063293

Iteration 2 complete. Error: 2.1708176732063293 Total: 310.6629; Orientation: 0.0734; Line Search: 205.0214

Iteration 3

Iteration 3

Adding measurement 25dc065c to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=2.1708176732063293;dx=-2.27062165400928E-7

New Minimum: 2.1708176732063293 > 0.9633311815559864

END: th(3628800.0)=0.9633311815559864; dx=-7.179550115581225E-8 evalInputDelta=1.207486491650343

Fitness changed from 2.1708176732063293 to 0.9633311815559864

Iteration 3 complete. Error: 0.9633311815559864 Total: 314.7308; Orientation: 0.0756; Line Search: 207.8344

Iteration 4

Iteration 4

Adding measurement 4c868ca4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.408e+03, gradient 3.364e-04, dot -0.715; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9633311815559864, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 4c868ca4 to history. Total: 3

th(0)=0.9633311815559864;dx=-1.1217735434867592E-7

New Minimum: 0.9633311815559864 > 0.42628005146980286

END: th(7818012.6031877)=0.42628005146980286; dx=-6.967847812080175E-9 evalInputDelta=0.5370511300861835

Fitness changed from 0.9633311815559864 to 0.42628005146980286

Iteration 4 complete. Error: 0.42628005146980286 Total: 302.6991; Orientation: 1.0740; Line Search: 201.7657

Iteration 5

Iteration 5

Adding measurement 59fc8db4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.005e+03, gradient 3.227e-04, dot -0.524; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.42628005146980286, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 59fc8db4 to history. Total: 3

th(0)=0.42628005146980286;dx=-1.0345047960405655E-7

Armijo: th(1.684339755941405E7)=1.7315282113850117; dx=3.8293833801568575E-8 evalInputDelta=-1.3052481599152088

New Minimum: 0.42628005146980286 > 0.2366579845547676

WOLF (strong): th(8421698.779707026)=0.2366579845547676; dx=1.719139910409513E-8 evalInputDelta=0.18962206691503525

New Minimum: 0.2366579845547676 > -0.036419205367565155

END: th(2807232.9265690087)=-0.036419205367565155; dx=-3.4751562019456756E-8 evalInputDelta=0.462699256837368

Fitness changed from 0.42628005146980286 to -0.036419205367565155

Iteration 5 complete. Error: -0.036419205367565155 Total: 511.8193; Orientation: 1.0700; Line Search: 403.1298

Iteration 6

Iteration 6

Adding measurement 4791e908 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.217e+03, gradient 2.158e-04, dot -0.565; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.036419205367565155, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 4791e908 to history. Total: 3

th(0)=-0.036419205367565155;dx=-4.5437131241084606E-8

New Minimum: -0.036419205367565155 > -0.3171037547290325

END: th(6048000.0)=-0.3171037547290325; dx=-1.1694314718226744E-8 evalInputDelta=0.28068454936146736

Fitness changed from -0.036419205367565155 to -0.3171037547290325

Iteration 6 complete. Error: -0.3171037547290325 Total: 306.5716; Orientation: 1.0687; Line Search: 201.0500

Iteration 7

Iteration 7

Adding measurement 571a65c1 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.388e+03, gradient 2.055e-04, dot -0.538; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.3171037547290325, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 571a65c1 to history. Total: 3

th(0)=-0.3171037547290325;dx=-4.1332228155016905E-8

Armijo: th(1.3030021005312834E7)=-0.05661403015255928; dx=7.874284054722105E-9 evalInputDelta=-0.26048972457647324

New Minimum: -0.3171037547290325 > -0.432623777538538

END: th(6515010.502656417)=-0.432623777538538; dx=-1.6856231098749597E-9 evalInputDelta=0.11552002280950546

Fitness changed from -0.3171037547290325 to -0.432623777538538

Iteration 7 complete. Error: -0.432623777538538 Total: 404.1850; Orientation: 1.0645; Line Search: 295.7633

Iteration 8

Iteration 8

Adding measurement 2600aede to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.375e+03, gradient 2.032e-04, dot -0.484; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.432623777538538, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 2600aede to history. Total: 3

th(0)=-0.432623777538538;dx=-4.066299998600248E-8

Armijo: th(1.4036164632845046E7)=0.07310071587562561; dx=1.607086903829594E-8 evalInputDelta=-0.5057244934141636

New Minimum: -0.432623777538538 > -0.5181166343390942

WOLF (strong): th(7018082.316422523)=-0.5181166343390942; dx=6.197166727472604E-9 evalInputDelta=0.08549285680055618

New Minimum: -0.5181166343390942 > -0.5847366452217102

END: th(2339360.772140841)=-0.5847366452217102; dx=-2.2257952113196025E-8 evalInputDelta=0.15211286768317223

Fitness changed from -0.432623777538538 to -0.5847366452217102

Iteration 8 complete. Error: -0.5847366452217102 Total: 507.5516; Orientation: 1.0554; Line Search: 403.1763

Iteration 9

Iteration 9

Adding measurement 588b1f24 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.504e+03, gradient 1.527e-04, dot -0.577; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.5847366452217102, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 588b1f24 to history. Total: 3

th(0)=-0.5847366452217102;dx=-2.2880593670410985E-8

New Minimum: -0.5847366452217102 > -0.6771995164453983

END: th(5040000.000000001)=-0.6771995164453983; dx=-9.789596141998665E-9 evalInputDelta=0.09246287122368813

Fitness changed from -0.5847366452217102 to -0.6771995164453983

Iteration 9 complete. Error: -0.6771995164453983 Total: 305.0535; Orientation: 1.0551; Line Search: 199.9258

Iteration 10

Iteration 10

Adding measurement 75d5a23b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.615e+03, gradient 1.474e-04, dot -0.572; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.6771995164453983, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 75d5a23b to history. Total: 3

th(0)=-0.6771995164453983;dx=-2.1278766972856105E-8

Armijo: th(1.0858350837760696E7)=-0.5975066684186459; dx=-1.3220935681591727E-10 evalInputDelta=-0.07969284802675247

New Minimum: -0.6771995164453983 > -0.7249595634639263

END: th(5429175.418880348)=-0.7249595634639263; dx=-5.91468008008944E-9 evalInputDelta=0.047760047018527985

Fitness changed from -0.6771995164453983 to -0.7249595634639263

Iteration 10 complete. Error: -0.7249595634639263 Total: 408.1160; Orientation: 1.0673; Line Search: 301.3555

Iteration 11

Iteration 11

Adding measurement e8f1f0b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.545e+03, gradient 1.603e-04, dot -0.493; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.7249595634639263, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement e8f1f0b to history. Total: 3

th(0)=-0.7249595634639263;dx=-2.1746013989461096E-8

Armijo: th(1.1696803860704206E7)=-0.5230256021022797; dx=6.507280664131455E-9 evalInputDelta=-0.20193396136164665

New Minimum: -0.7249595634639263 > -0.766637172549963

END: th(5848401.930352103)=-0.766637172549963; dx=-2.033503848048595E-10 evalInputDelta=0.04167760908603668

Fitness changed from -0.7249595634639263 to -0.766637172549963

Iteration 11 complete. Error: -0.766637172549963 Total: 407.8249; Orientation: 1.0566; Line Search: 303.0604

Iteration 12

Iteration 12

Adding measurement 63629d82 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.712e+03, gradient 1.674e-04, dot -0.471; [57f4e851-37c1-4389-9845-2afbd8920606 = 1.000/1.000e+00]

Orientation rejected. Popping history element from -0.766637172549963, 2.1708176732063293, 3.7531577795743942, 5.470623578876257

LBFGS Accumulation History: 3 points

Removed measurement 63629d82 to history. Total: 3

th(0)=-0.766637172549963;dx=-2.7157851633499835E-8

Armijo: th(1.2600000000000004E7)=-0.3774522542953491; dx=9.151355980922192E-9 evalInputDelta=-0.3891849182546139

Armijo: th(6300000.000000002)=-0.7512447349727154; dx=4.035674979997259E-9 evalInputDelta=-0.01539243757724762

New Minimum: -0.766637172549963 > -0.8372775129973888

END: th(2100000.0000000005)=-0.8372775129973888; dx=-1.3208162569424573E-8 evalInputDelta=0.07064034044742584

Fitness changed from -0.766637172549963 to -0.8372775129973888

Iteration 12 complete. Error: -0.8372775129973888 Total: 514.8955; Orientation: 1.0581; Line Search: 407.3538

Final threshold in iteration 12: -0.8372775129973888 (> -Infinity) after 5610.160s (< 5400.000s)