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: 685258472200

Reset training subject: 692688250400

Iteration 1

Iteration 1

Adding measurement 35d31e1c to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=10.01508385129273;dx=-6.589290656981593E-7

New Minimum: 10.01508385129273 > 10.015081417746842

WOLFE (weak): th(2.154434690031884)=10.015081417746842; dx=-7.046451635564154E-7 evalInputDelta=2.4335458874702454E-6

New Minimum: 10.015081417746842 > 10.015078987926245

WOLFE (weak): th(4.308869380063768)=10.015078987926245; dx=-6.911044441069458E-7 evalInputDelta=4.863366484642029E-6

New Minimum: 10.015078987926245 > 10.015069232787937

WOLFE (weak): th(12.926608140191302)=10.015069232787937; dx=-7.378079634950308E-7 evalInputDelta=1.4618504792451859E-5

New Minimum: 10.015069232787937 > 10.015025573782623

WOLFE (weak): th(51.70643256076521)=10.015025573782623; dx=-6.995664154716745E-7 evalInputDelta=5.827751010656357E-5

New Minimum: 10.015025573782623 > 10.01479266770184

WOLFE (weak): th(258.53216280382605)=10.01479266770184; dx=-6.167876247871762E-7 evalInputDelta=2.9118359088897705E-4

New Minimum: 10.01479266770184 > 10.013332205824554

WOLFE (weak): th(1551.1929768229563)=10.013332205824554; dx=-6.389909118816624E-7 evalInputDelta=0.0017516454681754112

New Minimum: 10.013332205824554 > 10.002625006251037

WOLFE (weak): th(10858.350837760694)=10.002625006251037; dx=-7.32030965668914E-7 evalInputDelta=0.012458845041692257

New Minimum: 10.002625006251037 > 9.906539279967546

WOLFE (weak): th(86866.80670208555)=9.906539279967546; dx=-6.246414897187445E-7 evalInputDelta=0.10854457132518291

New Minimum: 9.906539279967546 > 9.268830936402082

END: th(781801.26031877)=9.268830936402082; dx=-2.42378821337736E-7 evalInputDelta=0.7462529148906469

Fitness changed from 10.01508385129273 to 9.268830936402082

Iteration 1 complete. Error: 9.268830936402082 Total: 92.9114; Orientation: 0.0207; Line Search: 71.3133

Iteration 2

Iteration 2

Adding measurement 62c72490 to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=9.268830936402082;dx=-1.2160079169531622E-6

New Minimum: 9.268830936402082 > 7.32259095646441

END: th(1684339.7559414052)=7.32259095646441; dx=-2.979563123326966E-7 evalInputDelta=1.9462399799376726

Fitness changed from 9.268830936402082 to 7.32259095646441

Iteration 2 complete. Error: 7.32259095646441 Total: 21.7026; Orientation: 0.0025; Line Search: 14.5417

Iteration 3

Iteration 3

Adding measurement 6015326 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=7.32259095646441;dx=-1.2168583449448354E-6

New Minimum: 7.32259095646441 > 5.525227226316929

WOLF (strong): th(3628800.0)=5.525227226316929; dx=2.43808484598368E-8 evalInputDelta=1.797363730147481

END: th(1814400.0)=5.533230513334274; dx=-1.6208205691422405E-7 evalInputDelta=1.7893604431301355

Fitness changed from 7.32259095646441 to 5.525227226316929

Iteration 3 complete. Error: 5.525227226316929 Total: 28.3452; Orientation: 0.0028; Line Search: 21.2858

Iteration 4

Iteration 4

Adding measurement 5506ff53 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.914e+03, gradient 9.843e-04, dot -0.176; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 5.525227226316929, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 5506ff53 to history. Total: 3

th(0)=5.525227226316929;dx=-8.905815720880172E-7

New Minimum: 5.525227226316929 > 4.49835592508316

WOLF (strong): th(3909006.30159385)=4.49835592508316; dx=4.448239916795834E-8 evalInputDelta=1.0268713012337685

New Minimum: 4.49835592508316 > 4.214079726487398

END: th(1954503.150796925)=4.214079726487398; dx=-1.1561264583855053E-7 evalInputDelta=1.3111474998295307

Fitness changed from 5.525227226316929 to 4.214079726487398

Iteration 4 complete. Error: 4.214079726487398 Total: 28.2338; Orientation: 0.0616; Line Search: 21.1395

Iteration 5

Iteration 5

Adding measurement 1335f1be to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.177e+03, gradient 5.382e-04, dot -0.181; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.214079726487398, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 1335f1be to history. Total: 3

th(0)=4.214079726487398;dx=-2.5054426864881765E-7

New Minimum: 4.214079726487398 > 3.947461299598217

WOLF (strong): th(4210849.389853513)=3.947461299598217; dx=1.005469731338805E-8 evalInputDelta=0.26661842688918114

New Minimum: 3.947461299598217 > 3.856991082429886

END: th(2105424.6949267564)=3.856991082429886; dx=-8.076938517183622E-8 evalInputDelta=0.3570886440575123

Fitness changed from 4.214079726487398 to 3.856991082429886

Iteration 5 complete. Error: 3.856991082429886 Total: 28.5681; Orientation: 0.0360; Line Search: 21.1869

Iteration 6

Iteration 6

Adding measurement 5e562067 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.455e+03, gradient 4.131e-04, dot -0.183; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.856991082429886, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 5e562067 to history. Total: 3

th(0)=3.856991082429886;dx=-1.4513114162141565E-7

Armijo: th(4536000.0)=3.9671907126903534; dx=-4.7938648328041316E-9 evalInputDelta=-0.11019963026046753

New Minimum: 3.856991082429886 > 3.64725012332201

END: th(2268000.0)=3.64725012332201; dx=-4.971404889703283E-8 evalInputDelta=0.20974095910787582

Fitness changed from 3.856991082429886 to 3.64725012332201

Iteration 6 complete. Error: 3.64725012332201 Total: 28.4326; Orientation: 0.0328; Line Search: 21.2110

Iteration 7

Iteration 7

Adding measurement 16b0a770 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.564e+02, gradient 4.016e-04, dot -0.209; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.64725012332201, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 16b0a770 to history. Total: 3

th(0)=3.64725012332201;dx=-1.3157286562553692E-7

Armijo: th(4886257.876992312)=3.6861180290579796; dx=1.1967874100414387E-8 evalInputDelta=-0.03886790573596954

New Minimum: 3.64725012332201 > 3.554356522858143

END: th(2443128.938496156)=3.554356522858143; dx=-1.693024964865863E-8 evalInputDelta=0.09289360046386719

Fitness changed from 3.64725012332201 to 3.554356522858143

Iteration 7 complete. Error: 3.554356522858143 Total: 28.7537; Orientation: 0.0314; Line Search: 21.6508

Iteration 8

Iteration 8

Adding measurement 40ffbed1 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.339e+03, gradient 3.690e-04, dot -0.184; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.554356522858143, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 40ffbed1 to history. Total: 3

th(0)=3.554356522858143;dx=-1.1183794303556124E-7

Armijo: th(5263561.737316892)=3.7820732593536377; dx=2.6323110379413624E-8 evalInputDelta=-0.22771673649549484

New Minimum: 3.554356522858143 > 3.533982202410698

END: th(2631780.868658446)=3.533982202410698; dx=-2.25072442609402E-9 evalInputDelta=0.020374320447444916

Fitness changed from 3.554356522858143 to 3.533982202410698

Iteration 8 complete. Error: 3.533982202410698 Total: 28.2153; Orientation: 0.0330; Line Search: 20.9561

Iteration 9

Iteration 9

Adding measurement 550e427a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 1.492e+02, gradient 3.135e-04, dot -0.638; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.533982202410698, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 550e427a to history. Total: 3

th(0)=3.533982202410698;dx=-7.786135809643638E-8

Armijo: th(5670000.000000001)=3.5804608575999737; dx=1.7188809349537898E-8 evalInputDelta=-0.04647865518927574

New Minimum: 3.533982202410698 > 3.430787853896618

WOLF (strong): th(2835000.0000000005)=3.430787853896618; dx=6.734020376018282E-9 evalInputDelta=0.10319434851408005

END: th(945000.0000000001)=3.441428292542696; dx=-4.148649999138895E-8 evalInputDelta=0.09255390986800194

Fitness changed from 3.533982202410698 to 3.430787853896618

Iteration 9 complete. Error: 3.430787853896618 Total: 35.7383; Orientation: 0.0343; Line Search: 28.6195

Iteration 10

Iteration 10

Adding measurement 75024403 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.939e+02, gradient 2.819e-04, dot -0.180; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.430787853896618, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 75024403 to history. Total: 3

th(0)=3.430787853896618;dx=-6.404451141784904E-8

New Minimum: 3.430787853896618 > 3.3154087252914906

END: th(2035940.7820801304)=3.3154087252914906; dx=-9.65089569041479E-9 evalInputDelta=0.11537912860512733

Fitness changed from 3.430787853896618 to 3.3154087252914906

Iteration 10 complete. Error: 3.3154087252914906 Total: 21.4693; Orientation: 0.0343; Line Search: 14.1121

Iteration 11

Iteration 11

Adding measurement 37c988fe to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.101e+02, gradient 2.338e-04, dot -0.183; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.3154087252914906, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 37c988fe to history. Total: 3

th(0)=3.3154087252914906;dx=-4.1952583991339914E-8

Armijo: th(4386301.447764077)=3.4164104498922825; dx=5.48639334865054E-9 evalInputDelta=-0.10100172460079193

Armijo: th(2193150.7238820386)=3.320117436349392; dx=-4.7613853499619646E-9 evalInputDelta=-0.0047087110579013824

New Minimum: 3.3154087252914906 > 3.2976245656609535

END: th(731050.2412940129)=3.2976245656609535; dx=-2.239665045654539E-8 evalInputDelta=0.017784159630537033

Fitness changed from 3.3154087252914906 to 3.2976245656609535

Iteration 11 complete. Error: 3.2976245656609535 Total: 35.4390; Orientation: 0.0335; Line Search: 28.1720

Iteration 12

Iteration 12

Adding measurement 16d11d28 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.396e+02, gradient 2.107e-04, dot -0.192; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2976245656609535, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 16d11d28 to history. Total: 3

th(0)=3.2976245656609535;dx=-3.155062824329354E-8

Armijo: th(1575000.0000000005)=3.3256900124251842; dx=-1.3228566519767914E-8 evalInputDelta=-0.028065446764230728

Armijo: th(787500.0000000002)=3.305333860218525; dx=-2.1260287190597734E-8 evalInputDelta=-0.007709294557571411

Armijo: th(262500.00000000006)=3.298398744314909; dx=-2.4252727735254246E-8 evalInputDelta=-7.741786539554596E-4

New Minimum: 3.2976245656609535 > 3.2976234294474125

WOLFE (weak): th(65625.00000000001)=3.2976234294474125; dx=-2.9763148366843743E-8 evalInputDelta=1.1362135410308838E-6

Armijo: th(164062.50000000003)=3.297866754233837; dx=-2.8771426137655818E-8 evalInputDelta=-2.4218857288360596E-4

Armijo: th(114843.75000000003)=3.2977164909243584; dx=-2.6865538490131885E-8 evalInputDelta=-9.192526340484619E-5

Armijo: th(90234.37500000003)=3.297656085342169; dx=-2.8645829865419474E-8 evalInputDelta=-3.1519681215286255E-5

Armijo: th(77929.68750000003)=3.2976343519985676; dx=-2.019819966994414E-8 evalInputDelta=-9.786337614059448E-6

Armijo: th(71777.34375000003)=3.297627914696932; dx=-2.705048929718014E-8 evalInputDelta=-3.3490359783172607E-6

Armijo: th(68701.17187500003)=3.2976254411041737; dx=-3.2051970665155225E-8 evalInputDelta=-8.754432201385498E-7

Armijo: th(67163.08593750003)=3.297624610364437; dx=-2.8994496174573676E-8 evalInputDelta=-4.470348358154297E-8

WOLFE (weak): th(66394.04296875003)=3.297623749822378; dx=-2.8494842316983443E-8 evalInputDelta=8.158385753631592E-7

WOLFE (weak): th(66778.56445312503)=3.2976238802075386; dx=-3.153787190287319E-8 evalInputDelta=6.854534149169922E-7

WOLFE (weak): th(66970.82519531253)=3.2976242527365685; dx=-3.1006179391626584E-8 evalInputDelta=3.129243850708008E-7

WOLFE (weak): th(67066.95556640628)=3.2976244390010834; dx=-2.9879646098687094E-8 evalInputDelta=1.2665987014770508E-7

Armijo: th(67115.02075195315)=3.2976247258484364; dx=-3.0417944233559975E-8 evalInputDelta=-1.601874828338623E-7

END: th(67090.98815917972)=3.2976244166493416; dx=-2.7903390898592402E-8 evalInputDelta=1.4901161193847656E-7

Fitness changed from 3.2976245656609535 to 3.2976234294474125

Iteration 12 complete. Error: 3.2976234294474125 Total: 134.9068; Orientation: 0.0313; Line Search: 127.2743

Iteration 13

Iteration 13

Adding measurement 6c7554d6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.085e+02, gradient 1.951e-04, dot -0.187; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2976234294474125, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 6c7554d6 to history. Total: 3

th(0)=3.2976234294474125;dx=-2.808733512086005E-8

New Minimum: 3.2976234294474125 > 3.297415640205145

END: th(144543.15227865515)=3.297415640205145; dx=-2.5113399660260157E-8 evalInputDelta=2.0778924226760864E-4

Fitness changed from 3.2976234294474125 to 3.297415640205145

Iteration 13 complete. Error: 3.297415640205145 Total: 21.0739; Orientation: 0.0317; Line Search: 13.9891

Iteration 14

Iteration 14

Adding measurement 7014287 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.411e+02, gradient 1.913e-04, dot -0.187; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.297415640205145, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 7014287 to history. Total: 3

th(0)=3.297415640205145;dx=-2.649575593063733E-8

New Minimum: 3.297415640205145 > 3.297136690467596

WOLFE (weak): th(311408.7814756958)=3.297136690467596; dx=-2.4280882782803745E-8 evalInputDelta=2.789497375488281E-4

Armijo: th(622817.5629513916)=3.298845414072275; dx=-1.931751338152961E-8 evalInputDelta=-0.0014297738671302795

Armijo: th(467113.1722135437)=3.297745570540428; dx=-2.1120205632461885E-8 evalInputDelta=-3.299303352832794E-4

END: th(389260.9768446197)=3.2973733842372894; dx=-2.348982224041058E-8 evalInputDelta=4.225596785545349E-5

Fitness changed from 3.297415640205145 to 3.297136690467596

Iteration 14 complete. Error: 3.297136690467596 Total: 43.2127; Orientation: 0.0304; Line Search: 35.9732

Iteration 15

Iteration 15

Adding measurement 23f53c40 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.020e+02, gradient 1.930e-04, dot -0.193; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.297136690467596, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 23f53c40 to history. Total: 3

th(0)=3.297136690467596;dx=-2.771623180324728E-8

New Minimum: 3.297136690467596 > 3.2933241836726665

END: th(838637.3519897466)=3.2933241836726665; dx=-1.7201750695759848E-8 evalInputDelta=0.0038125067949295044

Fitness changed from 3.297136690467596 to 3.2933241836726665

Iteration 15 complete. Error: 3.2933241836726665 Total: 21.1715; Orientation: 0.0310; Line Search: 14.0338

Iteration 16

Iteration 16

Adding measurement 61e69ad2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.166e+02, gradient 2.007e-04, dot -0.188; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2933241836726665, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 61e69ad2 to history. Total: 3

th(0)=3.2933241836726665;dx=-2.5512603635234226E-8

Armijo: th(1806789.4034831894)=3.3105676025152206; dx=-1.2329283430247224E-8 evalInputDelta=-0.017243418842554092

New Minimum: 3.2933241836726665 > 3.2923580184578896

END: th(903394.7017415947)=3.2923580184578896; dx=-1.4639484242424233E-8 evalInputDelta=9.661652147769928E-4

Fitness changed from 3.2933241836726665 to 3.2923580184578896

Iteration 16 complete. Error: 3.2923580184578896 Total: 28.1900; Orientation: 0.0312; Line Search: 20.9647

Iteration 17

Iteration 17

Adding measurement 7d585777 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.358e+02, gradient 1.956e-04, dot -0.194; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2923580184578896, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 7d585777 to history. Total: 3

th(0)=3.2923580184578896;dx=-2.4244456345280307E-8

Armijo: th(1946304.8842230986)=3.3454812318086624; dx=-7.732986039023413E-9 evalInputDelta=-0.05312321335077286

Armijo: th(973152.4421115493)=3.3070489801466465; dx=-1.1144034505003718E-8 evalInputDelta=-0.014690961688756943

Armijo: th(324384.14737051644)=3.294352989643812; dx=-2.0226499205175648E-8 evalInputDelta=-0.0019949711859226227

Armijo: th(81096.03684262911)=3.2925839461386204; dx=-2.0026453719632924E-8 evalInputDelta=-2.259276807308197E-4

Armijo: th(16219.207368525822)=3.292390137910843; dx=-2.5034976014045723E-8 evalInputDelta=-3.211945295333862E-5

Armijo: th(2703.201228087637)=3.292363077402115; dx=-2.3684085898553097E-8 evalInputDelta=-5.058944225311279E-6

Armijo: th(386.1716040125196)=3.2923587895929813; dx=-2.2498583255751822E-8 evalInputDelta=-7.711350917816162E-7

Armijo: th(48.27145050156495)=3.292358074337244; dx=-2.202550930086227E-8 evalInputDelta=-5.587935447692871E-8

New Minimum: 3.2923580184578896 > 3.2923579402267933

WOLFE (weak): th(5.363494500173883)=3.2923579402267933; dx=-2.5547078609724387E-8 evalInputDelta=7.82310962677002E-8

Armijo: th(26.817472500869417)=3.2923580408096313; dx=-2.1501908087154926E-8 evalInputDelta=-2.2351741790771484E-8

Armijo: th(16.09048350052165)=3.2923580817878246; dx=-2.4475230386078656E-8 evalInputDelta=-6.332993507385254E-8

WOLFE (weak): th(10.726989000347766)=3.2923579774796963; dx=-2.3104612117963763E-8 evalInputDelta=4.0978193283081055E-8

WOLFE (weak): th(13.408736250434707)=3.2923580147325993; dx=-2.4839648150959588E-8 evalInputDelta=3.725290298461914E-9

Armijo: th(14.749609875478178)=3.2923581190407276; dx=-2.5620625880718142E-8 evalInputDelta=-1.0058283805847168E-7

Armijo: th(14.079173062956443)=3.292358074337244; dx=-1.7189215728083397E-8 evalInputDelta=-5.587935447692871E-8

Armijo: th(13.743954656695575)=3.2923580706119537; dx=-1.9292395765344787E-8 evalInputDelta=-5.21540641784668E-8

Armijo: th(13.57634545356514)=3.2923580445349216; dx=-2.622507014366064E-8 evalInputDelta=-2.60770320892334E-8

Armijo: th(13.492540851999923)=3.2923580557107925; dx=-2.4635453971119427E-8 evalInputDelta=-3.725290298461914E-8

WOLFE (weak): th(13.450638551217315)=3.2923579700291157; dx=-2.217323886086882E-8 evalInputDelta=4.842877388000488E-8

WOLFE (weak): th(13.471589701608618)=3.292358011007309; dx=-2.3709819479449444E-8 evalInputDelta=7.450580596923828E-9

Armijo: th(13.48206527680427)=3.2923580184578896; dx=-2.238371322079355E-8 evalInputDelta=0.0

Armijo: th(13.476827489206444)=3.2923580668866634; dx=-2.391584795214785E-8 evalInputDelta=-4.842877388000488E-8

Armijo: th(13.474208595407532)=3.2923580668866634; dx=-2.5251552558878433E-8 evalInputDelta=-4.842877388000488E-8

Armijo: th(13.472899148508075)=3.2923580519855022; dx=-2.1280049802578393E-8 evalInputDelta=-3.3527612686157227E-8

Armijo: th(13.472244425058346)=3.2923580519855022; dx=-2.2147569081016404E-8 evalInputDelta=-3.3527612686157227E-8

WOLFE (weak): th(13.471917063333482)=3.292358011007309; dx=-2.3328274916654725E-8 evalInputDelta=7.450580596923828E-9

Armijo: th(13.472080744195914)=3.2923580519855022; dx=-2.2603254929486558E-8 evalInputDelta=-3.3527612686157227E-8

WOLFE (weak): th(13.471998903764698)=3.292358011007309; dx=-2.5802185334576186E-8 evalInputDelta=7.450580596923828E-9

mu ~= nu (13.471998903764698): th(5.363494500173883)=3.2923579402267933

Fitness changed from 3.2923580184578896 to 3.2923579402267933

Iteration 17 complete. Error: 3.2923579402267933 Total: 218.6809; Orientation: 0.0298; Line Search: 211.0873

Iteration 18

Iteration 18

Adding measurement 40011b6f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.826e+02, gradient 1.879e-04, dot -0.183; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2923579402267933, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 40011b6f to history. Total: 3

th(0)=3.2923579402267933;dx=-1.912884542845034E-8

New Minimum: 3.2923579402267933 > 3.2923576943576336

WOLFE (weak): th(29.024629942274206)=3.2923576943576336; dx=-2.2940145757702095E-8 evalInputDelta=2.4586915969848633E-7

New Minimum: 3.2923576943576336 > 3.2923574075102806

WOLFE (weak): th(58.04925988454841)=3.2923574075102806; dx=-2.3332521396031026E-8 evalInputDelta=5.327165126800537E-7

New Minimum: 3.2923574075102806 > 3.29235577583313

WOLFE (weak): th(174.14777965364524)=3.29235577583313; dx=-2.4067344617252738E-8 evalInputDelta=2.164393663406372E-6

New Minimum: 3.29235577583313 > 3.2923492081463337

WOLFE (weak): th(696.591118614581)=3.2923492081463337; dx=-2.2140281852579483E-8 evalInputDelta=8.732080459594727E-6

New Minimum: 3.2923492081463337 > 3.2923136577010155

WOLFE (weak): th(3482.955593072905)=3.2923136577010155; dx=-2.119120262168226E-8 evalInputDelta=4.428252577781677E-5

New Minimum: 3.2923136577010155 > 3.2920936681330204

WOLFE (weak): th(20897.73355843743)=3.2920936681330204; dx=-2.423930436934675E-8 evalInputDelta=2.642720937728882E-4

New Minimum: 3.2920936681330204 > 3.290709849447012

WOLFE (weak): th(146284.134909062)=3.290709849447012; dx=-2.001865882650593E-8 evalInputDelta=0.0016480907797813416

New Minimum: 3.290709849447012 > 3.2873480767011642

END: th(1170273.079272496)=3.2873480767011642; dx=-1.261604225633463E-8 evalInputDelta=0.005009863525629044

Fitness changed from 3.2923579402267933 to 3.2873480767011642

Iteration 18 complete. Error: 3.2873480767011642 Total: 71.4502; Orientation: 0.0309; Line Search: 64.2214

Iteration 19

Iteration 19

Adding measurement 6af1707e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.921e+02, gradient 1.873e-04, dot -0.198; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.2873480767011642, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 6af1707e to history. Total: 3

th(0)=3.2873480767011642;dx=-2.5028687498338178E-8

Armijo: th(2521276.918795098)=3.3822353817522526; dx=-4.057719515851291E-9 evalInputDelta=-0.09488730505108833

Armijo: th(1260638.459397549)=3.313222963362932; dx=-1.0895525811297088E-8 evalInputDelta=-0.02587488666176796

Armijo: th(420212.819799183)=3.291236497461796; dx=-1.663446955246977E-8 evalInputDelta=-0.0038884207606315613

Armijo: th(105053.20494979575)=3.2876638621091843; dx=-1.9545618670086245E-8 evalInputDelta=-3.1578540802001953E-4

Armijo: th(21010.64098995915)=3.287380840629339; dx=-2.142760621136148E-8 evalInputDelta=-3.2763928174972534E-5

Armijo: th(3501.773498326525)=3.287351943552494; dx=-2.2049936211495327E-8 evalInputDelta=-3.866851329803467E-6

Armijo: th(500.25335690378927)=3.2873484641313553; dx=-1.8883247708160794E-8 evalInputDelta=-3.8743019104003906E-7

New Minimum: 3.2873480767011642 > 3.2873480021953583

WOLFE (weak): th(62.53166961297366)=3.2873480021953583; dx=-2.181778882801937E-8 evalInputDelta=7.450580596923828E-8

Armijo: th(281.3925132583815)=3.2873483635485172; dx=-2.2956195686507726E-8 evalInputDelta=-2.868473529815674E-7

Armijo: th(171.96209143567756)=3.287348438054323; dx=-1.8528999298691283E-8 evalInputDelta=-3.6135315895080566E-7

New Minimum: 3.2873480021953583 > 3.287347726523876

WOLFE (weak): th(117.2468805243256)=3.287347726523876; dx=-2.3489652161982894E-8 evalInputDelta=3.501772880554199E-7

END: th(144.60448598000158)=3.287347923964262; dx=-2.0495564576299294E-8 evalInputDelta=1.5273690223693848E-7

Fitness changed from 3.2873480767011642 to 3.287347726523876

Iteration 19 complete. Error: 3.287347726523876 Total: 99.8310; Orientation: 0.0300; Line Search: 92.4720

Iteration 20

Iteration 20

Adding measurement 10c7f15a to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.016e+02, gradient 2.032e-04, dot -0.198; [e28012ba-86e0-496a-9b6e-45de1d71c87e = 1.000/1.000e+00]

Orientation rejected. Popping history element from 3.287347726523876, 7.32259095646441, 9.268830936402082, 10.01508385129273

LBFGS Accumulation History: 3 points

Removed measurement 10c7f15a to history. Total: 3

th(0)=3.287347726523876;dx=-2.040619721172958E-8

New Minimum: 3.287347726523876 > 3.2873438373208046

WOLFE (weak): th(311.5409209295446)=3.2873438373208046; dx=-2.372918477382464E-8 evalInputDelta=3.889203071594238E-6

New Minimum: 3.2873438373208046 > 3.287339609116316

WOLFE (weak): th(623.0818418590892)=3.287339609116316; dx=-1.980680778362743E-8 evalInputDelta=8.11740756034851E-6

New Minimum: 3.287339609116316 > 3.2873223945498466

WOLFE (weak): th(1869.2455255772675)=3.2873223945498466; dx=-1.991269699124266E-8 evalInputDelta=2.5331974029541016E-5

New Minimum: 3.2873223945498466 > 3.2872465066611767

WOLFE (weak): th(7476.98210230907)=3.2872465066611767; dx=-1.8863545824707458E-8 evalInputDelta=1.0121986269950867E-4

New Minimum: 3.2872465066611767 > 3.286871448159218

WOLFE (weak): th(37384.91051154535)=3.286871448159218; dx=-2.4659980812903112E-8 evalInputDelta=4.762783646583557E-4

New Minimum: 3.286871448159218 > 3.2851809598505497

WOLFE (weak): th(224309.4630692721)=3.2851809598505497; dx=-1.9573859744413892E-8 evalInputDelta=0.0021667666733264923

Armijo: th(1570166.2414849047)=3.3054915443062782; dx=-8.011304538996623E-9 evalInputDelta=-0.01814381778240204

Armijo: th(897237.8522770884)=3.2891200073063374; dx=-1.6734824787068088E-8 evalInputDelta=-0.0017722807824611664

END: th(560773.6576731803)=3.2853219099342823; dx=-1.464106422408054E-8 evalInputDelta=0.0020258165895938873

Fitness changed from 3.287347726523876 to 3.2851809598505497

Iteration 20 complete. Error: 3.2851809598505497 Total: 78.2115; Orientation: 0.0318; Line Search: 71.1428

Final threshold in iteration 21: 3.2851809598505497 (> -Infinity) after 1094.538s (< 5400.000s)