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: 25994618775146

Reset training subject: 26018833464285

Iteration 1

Iteration 1

Adding measurement d133110 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=6.4581461772322655;dx=-5.257975463963664E-7

New Minimum: 6.4581461772322655 > 6.458143226802349

WOLFE (weak): th(2.154434690031884)=6.458143226802349; dx=-5.331755065610371E-7 evalInputDelta=2.950429916381836E-6

New Minimum: 6.458143226802349 > 6.458139073103666

WOLFE (weak): th(4.308869380063768)=6.458139073103666; dx=-5.387351409031453E-7 evalInputDelta=7.10412859916687E-6

New Minimum: 6.458139073103666 > 6.458124190568924

WOLFE (weak): th(12.926608140191302)=6.458124190568924; dx=-5.456326040412094E-7 evalInputDelta=2.1986663341522217E-5

New Minimum: 6.458124190568924 > 6.458058148622513

WOLFE (weak): th(51.70643256076521)=6.458058148622513; dx=-5.419045779112391E-7 evalInputDelta=8.802860975265503E-5

New Minimum: 6.458058148622513 > 6.457705646753311

WOLFE (weak): th(258.53216280382605)=6.457705646753311; dx=-5.420225770679436E-7 evalInputDelta=4.405304789543152E-4

New Minimum: 6.457705646753311 > 6.455504633486271

END: th(1551.1929768229563)=6.455504633486271; dx=-4.230333493200501E-7 evalInputDelta=0.002641543745994568

Fitness changed from 6.4581461772322655 to 6.455504633486271

Iteration 1 complete. Error: 6.455504633486271 Total: 241.9792; Orientation: 0.0374; Line Search: 169.2759

Iteration 2

Iteration 2

Adding measurement 2099ddcc to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=6.455504633486271;dx=-5.320030691817243E-7

New Minimum: 6.455504633486271 > 6.449793118983507

WOLFE (weak): th(3341.943960201201)=6.449793118983507; dx=-5.273152521057523E-7 evalInputDelta=0.005711514502763748

New Minimum: 6.449793118983507 > 6.4440895691514015

WOLFE (weak): th(6683.887920402402)=6.4440895691514015; dx=-5.581208945549535E-7 evalInputDelta=0.011415064334869385

New Minimum: 6.4440895691514015 > 6.421362172812223

END: th(20051.663761207208)=6.421362172812223; dx=-4.115620707859363E-7 evalInputDelta=0.03414246067404747

Fitness changed from 6.455504633486271 to 6.421362172812223

Iteration 2 complete. Error: 6.421362172812223 Total: 120.7688; Orientation: 0.0331; Line Search: 96.2781

Iteration 3

Iteration 3

Adding measurement 4caf8076 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=6.421362172812223;dx=-5.190228631853608E-7

New Minimum: 6.421362172812223 > 6.350074619054794

WOLFE (weak): th(43200.00000000001)=6.350074619054794; dx=-5.014472528073697E-7 evalInputDelta=0.07128755375742912

New Minimum: 6.350074619054794 > 6.280158430337906

WOLFE (weak): th(86400.00000000001)=6.280158430337906; dx=-5.177013466541402E-7 evalInputDelta=0.14120374247431755

New Minimum: 6.280158430337906 > 6.015622280538082

END: th(259200.00000000006)=6.015622280538082; dx=-4.633089240034296E-7 evalInputDelta=0.4057398922741413

Fitness changed from 6.421362172812223 to 6.015622280538082

Iteration 3 complete. Error: 6.015622280538082 Total: 121.0425; Orientation: 0.0351; Line Search: 96.1838

Iteration 4

Iteration 4

Adding measurement 2f3e1871 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.480e+03, gradient 7.052e-04, dot -0.871; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 6.015622280538082, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 2f3e1871 to history. Total: 3

th(0)=6.015622280538082;dx=-3.852894428784459E-7

New Minimum: 6.015622280538082 > 5.387263122946024

END: th(558429.4716562644)=5.387263122946024; dx=-3.1314791931224545E-7 evalInputDelta=0.6283591575920582

Fitness changed from 6.015622280538082 to 5.387263122946024

Iteration 4 complete. Error: 5.387263122946024 Total: 73.8745; Orientation: 0.8262; Line Search: 48.0840

Iteration 5

Iteration 5

Adding measurement 61fb5aa2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.064e+03, gradient 5.862e-04, dot -0.794; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 5.387263122946024, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 61fb5aa2 to history. Total: 3

th(0)=5.387263122946024;dx=-2.7483378886344904E-7

New Minimum: 5.387263122946024 > 4.699565410614014

END: th(1203099.8256724325)=4.699565410614014; dx=-1.6461652480646324E-7 evalInputDelta=0.6876977123320103

Fitness changed from 5.387263122946024 to 4.699565410614014

Iteration 5 complete. Error: 4.699565410614014 Total: 73.7162; Orientation: 0.8288; Line Search: 48.4533

Iteration 6

Iteration 6

Adding measurement 66555f8d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.620e+02, gradient 4.700e-04, dot -0.531; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.699565410614014, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 66555f8d to history. Total: 3

th(0)=4.699565410614014;dx=-1.0457192804168292E-7

New Minimum: 4.699565410614014 > 4.29440800845623

END: th(2592000.0000000005)=4.29440800845623; dx=-5.092341672323383E-8 evalInputDelta=0.4051574021577835

Fitness changed from 4.699565410614014 to 4.29440800845623

Iteration 6 complete. Error: 4.29440800845623 Total: 73.4319; Orientation: 0.8675; Line Search: 48.1260

Iteration 7

Iteration 7

Adding measurement 72a58f11 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.827e+02, gradient 4.804e-04, dot -0.355; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.29440800845623, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 72a58f11 to history. Total: 3

th(0)=4.29440800845623;dx=-1.8171072678479783E-7

Armijo: th(5584294.716562644)=5.373019032180309; dx=2.8207254712333054E-8 evalInputDelta=-1.0786110237240791

Armijo: th(2792147.358281322)=4.457732111215591; dx=1.977920588601261E-9 evalInputDelta=-0.16332410275936127

New Minimum: 4.29440800845623 > 4.029610440135002

END: th(930715.7860937739)=4.029610440135002; dx=-7.449373732115744E-8 evalInputDelta=0.264797568321228

Fitness changed from 4.29440800845623 to 4.029610440135002

Iteration 7 complete. Error: 4.029610440135002 Total: 121.7290; Orientation: 0.8191; Line Search: 96.4935

Iteration 8

Iteration 8

Adding measurement 4e5f946b to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.194e+03, gradient 3.826e-04, dot -0.472; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.029610440135002, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 4e5f946b to history. Total: 3

th(0)=4.029610440135002;dx=-1.0594390110272357E-7

New Minimum: 4.029610440135002 > 3.918804731220007

END: th(2005166.3761207208)=3.918804731220007; dx=-5.0173893617315844E-8 evalInputDelta=0.1108057089149952

Fitness changed from 4.029610440135002 to 3.918804731220007

Iteration 8 complete. Error: 3.918804731220007 Total: 73.6769; Orientation: 0.8714; Line Search: 48.1348

Iteration 9

Iteration 9

Adding measurement 516c350e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.476e+03, gradient 4.145e-04, dot -0.430; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.918804731220007, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 516c350e to history. Total: 3

th(0)=3.918804731220007;dx=-1.362338832563675E-7

Armijo: th(4320000.000000001)=4.6327947825193405; dx=4.3164964561637486E-9 evalInputDelta=-0.7139900512993336

Armijo: th(2160000.0000000005)=4.023719910532236; dx=-2.7746075056339253E-9 evalInputDelta=-0.10491517931222916

New Minimum: 3.918804731220007 > 3.7669762074947357

END: th(720000.0000000001)=3.7669762074947357; dx=-7.121674241626938E-8 evalInputDelta=0.15182852372527122

Fitness changed from 3.918804731220007 to 3.7669762074947357

Iteration 9 complete. Error: 3.7669762074947357 Total: 121.8996; Orientation: 0.8472; Line Search: 96.5862

Iteration 10

Iteration 10

Adding measurement 73a5ab27 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.357e+03, gradient 3.332e-04, dot -0.487; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.7669762074947357, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 73a5ab27 to history. Total: 3

th(0)=3.7669762074947357;dx=-6.859755773905352E-8

New Minimum: 3.7669762074947357 > 3.6749534383416176

END: th(1551192.9768229567)=3.6749534383416176; dx=-5.234975524930919E-8 evalInputDelta=0.09202276915311813

Fitness changed from 3.7669762074947357 to 3.6749534383416176

Iteration 10 complete. Error: 3.6749534383416176 Total: 74.6516; Orientation: 0.8683; Line Search: 49.2605

Iteration 11

Iteration 11

Adding measurement 391831f8 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.687e+03, gradient 3.232e-04, dot -0.515; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.6749534383416176, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 391831f8 to history. Total: 3

th(0)=3.6749534383416176;dx=-7.636265978595985E-8

Armijo: th(3341943.960201202)=3.735698528587818; dx=-3.056400461621186E-8 evalInputDelta=-0.06074509024620056

New Minimum: 3.6749534383416176 > 3.6186671890318394

END: th(1670971.980100601)=3.6186671890318394; dx=-4.1557368022255325E-8 evalInputDelta=0.056286249309778214

Fitness changed from 3.6749534383416176 to 3.6186671890318394

Iteration 11 complete. Error: 3.6186671890318394 Total: 98.1285; Orientation: 0.9178; Line Search: 72.6254

Iteration 12

Iteration 12

Adding measurement 6e00ff4c to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.962e+03, gradient 3.354e-04, dot -0.500; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.6186671890318394, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 6e00ff4c to history. Total: 3

th(0)=3.6186671890318394;dx=-7.167170966425638E-8

Armijo: th(3600000.0000000014)=3.9073863178491592; dx=-5.85083340930165E-9 evalInputDelta=-0.28871912881731987

New Minimum: 3.6186671890318394 > 3.6151639819145203

END: th(1800000.0000000007)=3.6151639819145203; dx=-2.6239590861918973E-8 evalInputDelta=0.003503207117319107

Fitness changed from 3.6186671890318394 to 3.6151639819145203

Iteration 12 complete. Error: 3.6151639819145203 Total: 97.4268; Orientation: 0.8667; Line Search: 72.1061

Iteration 13

Iteration 13

Adding measurement 3f12f989 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.934e+03, gradient 3.873e-04, dot -0.385; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.6151639819145203, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 3f12f989 to history. Total: 3

th(0)=3.6151639819145203;dx=-1.072871816235591E-7

Armijo: th(3877982.4420573926)=4.199963066726923; dx=9.898942048703719E-9 evalInputDelta=-0.5847990848124027

Armijo: th(1938991.2210286963)=3.67449414730072; dx=9.085295039325594E-9 evalInputDelta=-0.05933016538619995

New Minimum: 3.6151639819145203 > 3.4885571599006653

END: th(646330.4070095654)=3.4885571599006653; dx=-5.724971918973402E-8 evalInputDelta=0.12660682201385498

Fitness changed from 3.6151639819145203 to 3.4885571599006653

Iteration 13 complete. Error: 3.4885571599006653 Total: 121.9461; Orientation: 0.8470; Line Search: 96.3534

Iteration 14

Iteration 14

Adding measurement 57dfe616 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.160e+03, gradient 2.927e-04, dot -0.531; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.4885571599006653, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 57dfe616 to history. Total: 3

th(0)=3.4885571599006653;dx=-5.45388368030148E-8

New Minimum: 3.4885571599006653 > 3.437386065721512

END: th(1392476.6500838343)=3.437386065721512; dx=-4.5863511820586454E-8 evalInputDelta=0.05117109417915344

Fitness changed from 3.4885571599006653 to 3.437386065721512

Iteration 14 complete. Error: 3.437386065721512 Total: 73.9054; Orientation: 0.8656; Line Search: 48.1021

Iteration 15

Iteration 15

Adding measurement 5b41bdd5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.701e+03, gradient 2.878e-04, dot -0.585; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.437386065721512, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 5b41bdd5 to history. Total: 3

th(0)=3.437386065721512;dx=-4.736914265037701E-8

Armijo: th(3000000.0000000014)=3.4740153290331364; dx=-3.2513440092173916E-8 evalInputDelta=-0.03662926331162453

New Minimum: 3.437386065721512 > 3.410133183002472

END: th(1500000.0000000007)=3.410133183002472; dx=-3.526192032486831E-8 evalInputDelta=0.027252882719039917

Fitness changed from 3.437386065721512 to 3.410133183002472

Iteration 15 complete. Error: 3.410133183002472 Total: 97.7537; Orientation: 0.8434; Line Search: 72.3507

Iteration 16

Iteration 16

Adding measurement 3f03f201 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.875e+03, gradient 2.888e-04, dot -0.567; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.410133183002472, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 3f03f201 to history. Total: 3

th(0)=3.410133183002472;dx=-5.557055049491347E-8

Armijo: th(3231652.0350478273)=3.542938359081745; dx=-1.714811917747465E-8 evalInputDelta=-0.13280517607927322

New Minimum: 3.410133183002472 > 3.3986550346016884

END: th(1615826.0175239136)=3.3986550346016884; dx=-3.187616727741344E-8 evalInputDelta=0.011478148400783539

Fitness changed from 3.410133183002472 to 3.3986550346016884

Iteration 16 complete. Error: 3.3986550346016884 Total: 97.4124; Orientation: 0.8873; Line Search: 72.1006

Iteration 17

Iteration 17

Adding measurement 2fe4bb32 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.079e+03, gradient 3.136e-04, dot -0.507; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.3986550346016884, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 2fe4bb32 to history. Total: 3

th(0)=3.3986550346016884;dx=-6.782145313123634E-8

Armijo: th(3481191.625209586)=3.6865265741944313; dx=-1.0548829535738551E-8 evalInputDelta=-0.2878715395927429

Armijo: th(1740595.812604793)=3.4123069643974304; dx=-1.3082909745024656E-8 evalInputDelta=-0.013651929795742035

New Minimum: 3.3986550346016884 > 3.344436790794134

END: th(580198.6042015977)=3.344436790794134; dx=-4.56264645409838E-8 evalInputDelta=0.054218243807554245

Fitness changed from 3.3986550346016884 to 3.344436790794134

Iteration 17 complete. Error: 3.344436790794134 Total: 122.1773; Orientation: 0.9205; Line Search: 96.4345

Iteration 18

Iteration 18

Adding measurement 3a8ae0fa to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.741e+03, gradient 2.797e-04, dot -0.516; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.344436790794134, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 3a8ae0fa to history. Total: 3

th(0)=3.344436790794134;dx=-3.936859068336467E-8

New Minimum: 3.344436790794134 > 3.3108879402279854

WOLFE (weak): th(1250000.000000001)=3.3108879402279854; dx=-3.7787026226648276E-8 evalInputDelta=0.03354885056614876

END: th(2500000.000000002)=3.315256029367447; dx=-3.308782225021507E-8 evalInputDelta=0.02918076142668724

Fitness changed from 3.344436790794134 to 3.3108879402279854

Iteration 18 complete. Error: 3.3108879402279854 Total: 99.0326; Orientation: 0.8161; Line Search: 73.8110

Iteration 19

Iteration 19

Adding measurement 7d8c7df0 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.313e+03, gradient 2.748e-04, dot -0.564; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.3108879402279854, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 7d8c7df0 to history. Total: 3

th(0)=3.3108879402279854;dx=-4.4084717422603564E-8

Armijo: th(5386086.725079713)=3.56974495947361; dx=-2.251615130027465E-8 evalInputDelta=-0.25885701924562454

Armijo: th(2693043.3625398567)=3.351673200726509; dx=-2.3017917335045664E-8 evalInputDelta=-0.04078526049852371

New Minimum: 3.3108879402279854 > 3.290740378201008

WOLFE (weak): th(897681.1208466189)=3.290740378201008; dx=-4.126415048773239E-8 evalInputDelta=0.02014756202697754

END: th(1795362.2416932378)=3.30753218755126; dx=-3.1132017980450926E-8 evalInputDelta=0.0033557526767253876

Fitness changed from 3.3108879402279854 to 3.290740378201008

Iteration 19 complete. Error: 3.290740378201008 Total: 145.5461; Orientation: 1.0351; Line Search: 120.0772

Iteration 20

Iteration 20

Adding measurement 2f133bf4 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.611e+03, gradient 2.699e-04, dot -0.585; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.290740378201008, 6.421362172812223, 6.455504633486271, 6.4581461772322655

LBFGS Accumulation History: 3 points

Removed measurement 2f133bf4 to history. Total: 3

th(0)=3.290740378201008;dx=-4.219468376637563E-8

Armijo: th(3867990.694677319)=3.380813717842102; dx=-2.8510267581880127E-8 evalInputDelta=-0.09007333964109421

New Minimum: 3.290740378201008 > 3.2897802740335464

END: th(1933995.3473386595)=3.2897802740335464; dx=-3.502304357476015E-8 evalInputDelta=9.601041674613953E-4

Fitness changed from 3.290740378201008 to 3.2897802740335464

Iteration 20 complete. Error: 3.2897802740335464 Total: 97.7287; Orientation: 0.8366; Line Search: 72.2191

Final threshold in iteration 21: 3.2897802740335464 (> -Infinity) after 2147.829s (< 5400.000s)