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: 620922841675600

Reset training subject: 620925332214300

Iteration 1

Iteration 1

Adding measurement 7473fe47 to history. Total: 0

LBFGS Accumulation History: 1 points

th(0)=8.709593079984188;dx=-1.9911823784737458E-7

New Minimum: 8.709593079984188 > 8.709584303200245

WOLFE (weak): th(2.154434690031884)=8.709584303200245; dx=-1.995613425696975E-7 evalInputDelta=8.77678394317627E-6

New Minimum: 8.709584303200245 > 8.709575546905398

WOLFE (weak): th(4.308869380063768)=8.709575546905398; dx=-2.2794931549894023E-7 evalInputDelta=1.7533078789711E-5

New Minimum: 8.709575546905398 > 8.709540508687496

WOLFE (weak): th(12.926608140191302)=8.709540508687496; dx=-2.4170497330709104E-7 evalInputDelta=5.257129669189453E-5

New Minimum: 8.709540508687496 > 8.709383144974709

END: th(51.70643256076521)=8.709383144974709; dx=-1.7600279368941955E-7 evalInputDelta=2.099350094795227E-4

Fitness changed from 8.709593079984188 to 8.709383144974709

Iteration 1 complete. Error: 8.709383144974709 Total: 18.9643; Orientation: 0.0030; Line Search: 11.6624

Iteration 2

Iteration 2

Adding measurement 79771d0e to history. Total: 1

LBFGS Accumulation History: 2 points

th(0)=8.709383144974709;dx=-1.6342223119991768E-7

New Minimum: 8.709383144974709 > 8.709110436961055

WOLFE (weak): th(111.39813200670669)=8.709110436961055; dx=-1.7577468612089386E-7 evalInputDelta=2.727080136537552E-4

New Minimum: 8.709110436961055 > 8.708838237449527

WOLFE (weak): th(222.79626401341338)=8.708838237449527; dx=-1.7111892897165226E-7 evalInputDelta=5.449075251817703E-4

New Minimum: 8.708838237449527 > 8.707741897553205

WOLFE (weak): th(668.3887920402401)=8.707741897553205; dx=-1.6185788119364913E-7 evalInputDelta=0.001641247421503067

New Minimum: 8.707741897553205 > 8.702731903642416

WOLFE (weak): th(2673.5551681609604)=8.702731903642416; dx=-1.6582732634745396E-7 evalInputDelta=0.006651241332292557

New Minimum: 8.702731903642416 > 8.675150303170085

WOLFE (weak): th(13367.775840804803)=8.675150303170085; dx=-1.7244659262090004E-7 evalInputDelta=0.034232841804623604

New Minimum: 8.675150303170085 > 8.473087335005403

WOLFE (weak): th(80206.65504482882)=8.473087335005403; dx=-1.696289388267697E-7 evalInputDelta=0.236295809969306

New Minimum: 8.473087335005403 > 7.075261890888214

END: th(561446.5853138018)=7.075261890888214; dx=-8.683269089335028E-8 evalInputDelta=1.6341212540864944

Fitness changed from 8.709383144974709 to 7.075261890888214

Iteration 2 complete. Error: 7.075261890888214 Total: 21.7915; Orientation: 0.0015; Line Search: 19.4914

Iteration 3

Iteration 3

Adding measurement cca9661 to history. Total: 2

LBFGS Accumulation History: 3 points

th(0)=7.075261890888214;dx=-3.3218826091328633E-7

New Minimum: 7.075261890888214 > 4.036868706345558

END: th(1209600.0000000002)=4.036868706345558; dx=-8.67340125093381E-8 evalInputDelta=3.038393184542656

Fitness changed from 7.075261890888214 to 4.036868706345558

Iteration 3 complete. Error: 4.036868706345558 Total: 7.0162; Orientation: 0.0015; Line Search: 4.6383

Iteration 4

Iteration 4

Adding measurement 6b0c6db6 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.009e+03, gradient 5.661e-04, dot -0.325; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 4.036868706345558, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 6b0c6db6 to history. Total: 3

th(0)=4.036868706345558;dx=-2.5295918976888297E-7

New Minimum: 4.036868706345558 > 1.6292846500873566

WOLF (strong): th(2606004.201062567)=1.6292846500873566; dx=2.8206139960352053E-9 evalInputDelta=2.4075840562582016

END: th(1303002.1005312835)=2.1050782054662704; dx=-7.338535381723839E-8 evalInputDelta=1.9317905008792877

Fitness changed from 4.036868706345558 to 1.6292846500873566

Iteration 4 complete. Error: 1.6292846500873566 Total: 9.1588; Orientation: 0.0228; Line Search: 6.8624

Iteration 5

Iteration 5

Adding measurement 37e9a933 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 3.745e+02, gradient 4.489e-04, dot -0.066; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.6292846500873566, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 37e9a933 to history. Total: 3

th(0)=1.6292846500873566;dx=-1.4693131948305564E-7

Armijo: th(2807232.926569009)=2.155439406633377; dx=-4.484454022589245E-9 evalInputDelta=-0.5261547565460205

New Minimum: 1.6292846500873566 > 1.2647767961025238

END: th(1403616.4632845046)=1.2647767961025238; dx=-4.832707882899906E-8 evalInputDelta=0.36450785398483276

Fitness changed from 1.6292846500873566 to 1.2647767961025238

Iteration 5 complete. Error: 1.2647767961025238 Total: 9.2498; Orientation: 0.0236; Line Search: 6.9377

Iteration 6

Iteration 6

Adding measurement 2ec497f to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.071e+02, gradient 3.363e-04, dot -0.098; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.2647767961025238, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 2ec497f to history. Total: 3

th(0)=1.2647767961025238;dx=-5.475695819686087E-8

Armijo: th(3024000.0000000005)=2.148605078458786; dx=4.602155196265637E-9 evalInputDelta=-0.8838282823562622

Armijo: th(1512000.0000000002)=1.2872699946165085; dx=-2.8457196102440725E-8 evalInputDelta=-0.02249319851398468

New Minimum: 1.2647767961025238 > 1.1785910949110985

WOLFE (weak): th(504000.00000000006)=1.1785910949110985; dx=-4.989536304551316E-8 evalInputDelta=0.08618570119142532

END: th(1008000.0000000001)=1.1906184405088425; dx=-4.1082033803652066E-8 evalInputDelta=0.07415835559368134

Fitness changed from 1.2647767961025238 to 1.1785910949110985

Iteration 6 complete. Error: 1.1785910949110985 Total: 13.7788; Orientation: 0.0222; Line Search: 11.4410

Iteration 7

Iteration 7

Adding measurement 20d857f5 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.856e+02, gradient 3.126e-04, dot -0.136; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.1785910949110985, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 20d857f5 to history. Total: 3

th(0)=1.1785910949110985;dx=-5.72448576753149E-8

Armijo: th(2171670.167552139)=1.4146610721945763; dx=-4.8723897835051425E-9 evalInputDelta=-0.23606997728347778

New Minimum: 1.1785910949110985 > 1.0246193334460258

END: th(1085835.0837760696)=1.0246193334460258; dx=-2.5862326917122153E-8 evalInputDelta=0.15397176146507263

Fitness changed from 1.1785910949110985 to 1.0246193334460258

Iteration 7 complete. Error: 1.0246193334460258 Total: 9.1535; Orientation: 0.0237; Line Search: 6.8586

Iteration 8

Iteration 8

Adding measurement 24a32961 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 5.322e+02, gradient 2.842e-04, dot -0.116; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 1.0246193334460258, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 24a32961 to history. Total: 3

th(0)=1.0246193334460258;dx=-4.9114008158802863E-8

New Minimum: 1.0246193334460258 > 0.9758437126874924

END: th(2339360.772140841)=0.9758437126874924; dx=-5.96992220032458E-9 evalInputDelta=0.04877562075853348

Fitness changed from 1.0246193334460258 to 0.9758437126874924

Iteration 8 complete. Error: 0.9758437126874924 Total: 6.9717; Orientation: 0.0223; Line Search: 4.6200

Iteration 9

Iteration 9

Adding measurement 71a99c15 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.398e+02, gradient 2.857e-04, dot -0.051; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.9758437126874924, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 71a99c15 to history. Total: 3

th(0)=0.9758437126874924;dx=-3.940709603730114E-8

Armijo: th(5040000.000000001)=2.935894787311554; dx=1.7896355920245103E-8 evalInputDelta=-1.9600510746240616

New Minimum: 0.9758437126874924 > 0.863285668194294

WOLF (strong): th(2520000.0000000005)=0.863285668194294; dx=9.133306047386644E-10 evalInputDelta=0.1125580444931984

New Minimum: 0.863285668194294 > 0.6955923512578011

END: th(840000.0000000001)=0.6955923512578011; dx=-1.7781078502607845E-8 evalInputDelta=0.2802513614296913

Fitness changed from 0.9758437126874924 to 0.6955923512578011

Iteration 9 complete. Error: 0.6955923512578011 Total: 11.5684; Orientation: 0.0232; Line Search: 9.2361

Iteration 10

Iteration 10

Adding measurement 5dd00359 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 2.102e+02, gradient 2.371e-04, dot -0.064; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.6955923512578011, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 5dd00359 to history. Total: 3

th(0)=0.6955923512578011;dx=-2.8528578626104697E-8

New Minimum: 0.6955923512578011 > 0.568622812628746

END: th(1809725.1396267826)=0.568622812628746; dx=-1.4895505303765815E-8 evalInputDelta=0.12696953862905502

Fitness changed from 0.6955923512578011 to 0.568622812628746

Iteration 10 complete. Error: 0.568622812628746 Total: 6.9301; Orientation: 0.0225; Line Search: 4.6156

Iteration 11

Iteration 11

Adding measurement 22ae0f44 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.587e+02, gradient 2.426e-04, dot -0.178; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.568622812628746, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 22ae0f44 to history. Total: 3

th(0)=0.568622812628746;dx=-2.9142834151034595E-8

Armijo: th(3898934.620234735)=2.0810822546482086; dx=4.850824267760055E-9 evalInputDelta=-1.5124594420194626

Armijo: th(1949467.3101173674)=0.8300762288272381; dx=-7.961897054697598E-9 evalInputDelta=-0.26145341619849205

New Minimum: 0.568622812628746 > 0.5493959784507751

END: th(649822.4367057892)=0.5493959784507751; dx=-1.9270493454024948E-8 evalInputDelta=0.019226834177970886

Fitness changed from 0.568622812628746 to 0.5493959784507751

Iteration 11 complete. Error: 0.5493959784507751 Total: 12.4332; Orientation: 0.0233; Line Search: 9.1846

Iteration 12

Iteration 12

Adding measurement 33493a91 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.955e+02, gradient 2.238e-04, dot -0.217; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.5493959784507751, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 33493a91 to history. Total: 3

th(0)=0.5493959784507751;dx=-2.2627255190716625E-8

New Minimum: 0.5493959784507751 > 0.4621814489364624

END: th(1400000.0000000005)=0.4621814489364624; dx=-8.453963369424055E-9 evalInputDelta=0.08721452951431274

Fitness changed from 0.5493959784507751 to 0.4621814489364624

Iteration 12 complete. Error: 0.4621814489364624 Total: 6.9778; Orientation: 0.0224; Line Search: 4.6300

Iteration 13

Iteration 13

Adding measurement 25660f1d to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.825e+02, gradient 2.315e-04, dot -0.200; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.4621814489364624, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 25660f1d to history. Total: 3

th(0)=0.4621814489364624;dx=-2.6558509645065077E-8

Armijo: th(3016208.5660446384)=1.6372689008712769; dx=3.00666227715536E-9 evalInputDelta=-1.1750874519348145

Armijo: th(1508104.2830223192)=0.7083732113242149; dx=-8.128418732330345E-9 evalInputDelta=-0.24619176238775253

New Minimum: 0.4621814489364624 > 0.46075308695435524

END: th(502701.4276741064)=0.46075308695435524; dx=-2.1442524570497564E-8 evalInputDelta=0.0014283619821071625

Fitness changed from 0.4621814489364624 to 0.46075308695435524

Iteration 13 complete. Error: 0.46075308695435524 Total: 11.6272; Orientation: 0.0225; Line Search: 9.2628

Iteration 14

Iteration 14

Adding measurement 3e4321ec to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.964e+02, gradient 2.443e-04, dot -0.158; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.46075308695435524, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 3e4321ec to history. Total: 3

th(0)=0.46075308695435524;dx=-2.724348580443543E-8

New Minimum: 0.46075308695435524 > 0.3631662242114544

END: th(1083037.394509649)=0.3631662242114544; dx=-1.4329669369189897E-8 evalInputDelta=0.09758686274290085

Fitness changed from 0.46075308695435524 to 0.3631662242114544

Iteration 14 complete. Error: 0.3631662242114544 Total: 6.9265; Orientation: 0.0234; Line Search: 4.6006

Iteration 15

Iteration 15

Adding measurement 404c70b2 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.756e+02, gradient 2.333e-04, dot -0.176; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.3631662242114544, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 404c70b2 to history. Total: 3

th(0)=0.3631662242114544;dx=-2.1751536010532874E-8

Armijo: th(2333333.3333333344)=1.1821213327348232; dx=-6.9059589351971654E-9 evalInputDelta=-0.8189551085233688

Armijo: th(1166666.6666666672)=0.5626331306993961; dx=-1.1059172122303976E-8 evalInputDelta=-0.19946690648794174

Armijo: th(388888.88888888905)=0.37475939467549324; dx=-2.05325538660038E-8 evalInputDelta=-0.011593170464038849

New Minimum: 0.3631662242114544 > 0.3611838072538376

END: th(97222.22222222226)=0.3611838072538376; dx=-1.7994792409960962E-8 evalInputDelta=0.001982416957616806

Fitness changed from 0.3631662242114544 to 0.3611838072538376

Iteration 15 complete. Error: 0.3611838072538376 Total: 13.9143; Orientation: 0.0223; Line Search: 11.5561

Iteration 16

Iteration 16

Adding measurement 25546cbf to history. Total: 3

Rejected: LBFGS Orientation magnitude: 7.083e+02, gradient 2.310e-04, dot -0.146; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.3611838072538376, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 25546cbf to history. Total: 3

th(0)=0.3611838072538376;dx=-1.515062595057165E-8

New Minimum: 0.3611838072538376 > 0.351821132004261

WOLFE (weak): th(209458.92819754436)=0.351821132004261; dx=-2.3504244989944368E-8 evalInputDelta=0.009362675249576569

WOLFE (weak): th(418917.8563950887)=0.35242102667689323; dx=-1.3774756465141245E-8 evalInputDelta=0.008762780576944351

Armijo: th(1256753.5691852663)=0.45493124425411224; dx=1.0911270872817637E-9 evalInputDelta=-0.09374743700027466

Armijo: th(837835.7127901774)=0.3826499246060848; dx=-8.021936236586159E-9 evalInputDelta=-0.021466117352247238

Armijo: th(628376.7845926331)=0.36187323182821274; dx=-7.210740923594221E-9 evalInputDelta=-6.894245743751526E-4

WOLFE (weak): th(523647.3204938609)=0.35606660693883896; dx=-1.63742484769341E-8 evalInputDelta=0.005117200314998627

END: th(576012.052543247)=0.3585486263036728; dx=-9.47342076882222E-9 evalInputDelta=0.002635180950164795

Fitness changed from 0.3611838072538376 to 0.351821132004261

Iteration 16 complete. Error: 0.351821132004261 Total: 20.8114; Orientation: 0.0232; Line Search: 18.4534

Iteration 17

Iteration 17

Adding measurement 25764794 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 8.436e+02, gradient 2.144e-04, dot -0.182; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.351821132004261, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 25764794 to history. Total: 3

th(0)=0.351821132004261;dx=-1.4846578882484815E-8

Armijo: th(1240980.3478756396)=0.47542211040854454; dx=-4.956636299646912E-9 evalInputDelta=-0.12360097840428352

Armijo: th(620490.1739378198)=0.38642696291208267; dx=-2.001620318396438E-8 evalInputDelta=-0.034605830907821655

Armijo: th(206830.05797927326)=0.3569662868976593; dx=-1.7014843213993898E-8 evalInputDelta=-0.005145154893398285

Armijo: th(51707.514494818315)=0.3521013930439949; dx=-9.897788175324437E-9 evalInputDelta=-2.802610397338867E-4

Armijo: th(10341.502898963663)=0.3518310599029064; dx=-2.3758343014922282E-8 evalInputDelta=-9.927898645401001E-6

New Minimum: 0.351821132004261 > 0.35182106494903564

WOLFE (weak): th(1723.583816493944)=0.35182106494903564; dx=-1.7898996862604833E-8 evalInputDelta=6.705522537231445E-8

Armijo: th(6032.543357728803)=0.3518225997686386; dx=-1.6887623444646165E-8 evalInputDelta=-1.4677643775939941E-6

WOLFE (weak): th(3878.0635871113736)=0.35182108730077744; dx=-1.9037955964490626E-8 evalInputDelta=4.470348358154297E-8

Armijo: th(4955.303472420088)=0.35182227939367294; dx=-2.2636051822128132E-8 evalInputDelta=-1.1473894119262695E-6

Armijo: th(4416.683529765731)=0.3518217206001282; dx=-1.455050979129824E-8 evalInputDelta=-5.885958671569824E-7

Armijo: th(4147.373558438552)=0.3518212363123894; dx=-1.8333302535377967E-8 evalInputDelta=-1.043081283569336E-7

Armijo: th(4012.718572774963)=0.3518213480710983; dx=-2.005934514376644E-8 evalInputDelta=-2.1606683731079102E-7

Armijo: th(3945.3910799431683)=0.3518213517963886; dx=-1.8441928574953243E-8 evalInputDelta=-2.1979212760925293E-7

Armijo: th(3911.727333527271)=0.35182134062051773; dx=-1.867675654110862E-8 evalInputDelta=-2.086162567138672E-7

Armijo: th(3894.8954603193224)=0.35182125493884087; dx=-1.860735370804679E-8 evalInputDelta=-1.2293457984924316E-7

New Minimum: 0.35182106494903564 > 0.35182080417871475

WOLFE (weak): th(3886.479523715348)=0.35182080417871475; dx=-2.1305428896724203E-8 evalInputDelta=3.2782554626464844E-7

WOLFE (weak): th(3890.687492017335)=0.3518208973109722; dx=-1.6905574984680254E-8 evalInputDelta=2.3469328880310059E-7

WOLFE (weak): th(3892.7914761683287)=0.35182106867432594; dx=-1.9332373767675827E-8 evalInputDelta=6.332993507385254E-8

WOLFE (weak): th(3893.8434682438256)=0.35182101279497147; dx=-1.7200355932431973E-8 evalInputDelta=1.1920928955078125E-7

Armijo: th(3894.369464281574)=0.35182124376296997; dx=-1.305031223620795E-8 evalInputDelta=-1.1175870895385742E-7

Armijo: th(3894.1064662626995)=0.3518212139606476; dx=-1.5577201446356127E-8 evalInputDelta=-8.195638656616211E-8

Armijo: th(3893.9749672532625)=0.3518211357295513; dx=-1.5159290221769197E-8 evalInputDelta=-3.725290298461914E-9

Armijo: th(3893.909217748544)=0.3518212288618088; dx=-1.6559831262556583E-8 evalInputDelta=-9.685754776000977E-8

Armijo: th(3893.8763429961846)=0.3518211953341961; dx=-2.258752490625013E-8 evalInputDelta=-6.332993507385254E-8

mu ~= nu (3893.8434682438256): th(3886.479523715348)=0.35182080417871475

Fitness changed from 0.351821132004261 to 0.35182080417871475

Iteration 17 complete. Error: 0.35182080417871475 Total: 63.3579; Orientation: 0.0233; Line Search: 61.0549

Iteration 18

Iteration 18

Adding measurement 339a3544 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 6.623e+02, gradient 2.343e-04, dot -0.135; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.35182080417871475, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 339a3544 to history. Total: 3

th(0)=0.35182080417871475;dx=-1.3638654906117262E-8

New Minimum: 0.35182080417871475 > 0.35101285576820374

WOLFE (weak): th(8389.066858792015)=0.35101285576820374; dx=-1.569585179612706E-8 evalInputDelta=8.079484105110168E-4

New Minimum: 0.35101285576820374 > 0.3502263315021992

WOLFE (weak): th(16778.13371758403)=0.3502263315021992; dx=-1.8170207615585873E-8 evalInputDelta=0.0015944726765155792

New Minimum: 0.3502263315021992 > 0.34733787178993225

WOLFE (weak): th(50334.40115275209)=0.34733787178993225; dx=-1.792496159665436E-8 evalInputDelta=0.004482932388782501

New Minimum: 0.34733787178993225 > 0.33943789452314377

WOLFE (weak): th(201337.60461100837)=0.33943789452314377; dx=-1.9043338412752378E-8 evalInputDelta=0.012382909655570984

Armijo: th(1006688.0230550419)=0.41373980790376663; dx=-8.843969390088795E-9 evalInputDelta=-0.06191900372505188

WOLFE (weak): th(604012.8138330252)=0.35008177906274796; dx=-1.3933477009878047E-8 evalInputDelta=0.0017390251159667969

Armijo: th(805350.4184440335)=0.3739977180957794; dx=-1.3784556186798179E-8 evalInputDelta=-0.022176913917064667

Armijo: th(704681.6161385293)=0.35994933918118477; dx=-1.1140444472511458E-8 evalInputDelta=-0.008128535002470016

Armijo: th(654347.2149857772)=0.35452474281191826; dx=-1.011567891610383E-8 evalInputDelta=-0.0027039386332035065

Armijo: th(629180.0144094012)=0.35217106714844704; dx=-1.6953020764433946E-8 evalInputDelta=-3.5026296973228455E-4

END: th(616596.4141212131)=0.35107844322919846; dx=-1.088376815249803E-8 evalInputDelta=7.423609495162964E-4

Fitness changed from 0.35182080417871475 to 0.33943789452314377

Iteration 18 complete. Error: 0.33943789452314377 Total: 30.1568; Orientation: 0.0228; Line Search: 27.8173

Iteration 19

Iteration 19

Adding measurement 60a88c19 to history. Total: 3

Rejected: LBFGS Orientation magnitude: 4.155e+02, gradient 2.120e-04, dot -0.103; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.33943789452314377, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 60a88c19 to history. Total: 3

th(0)=0.33943789452314377;dx=-1.4686866338334451E-8

New Minimum: 0.33943789452314377 > 0.23093244433403015

END: th(1328416.7043320069)=0.23093244433403015; dx=-1.178510391002512E-8 evalInputDelta=0.10850545018911362

Fitness changed from 0.33943789452314377 to 0.23093244433403015

Iteration 19 complete. Error: 0.23093244433403015 Total: 7.8618; Orientation: 0.0239; Line Search: 4.6501

Iteration 20

Iteration 20

Adding measurement 4c9c826e to history. Total: 3

Rejected: LBFGS Orientation magnitude: 9.299e+02, gradient 2.101e-04, dot -0.196; [460c8e05-83d7-483e-a700-38b5febdac8c = 1.000/1.000e+00]

Orientation rejected. Popping history element from 0.23093244433403015, 7.075261890888214, 8.709383144974709, 8.709593079984188

LBFGS Accumulation History: 3 points

Removed measurement 4c9c826e to history. Total: 3

th(0)=0.23093244433403015;dx=-1.904591257076686E-8

Armijo: th(2861987.030630704)=0.9345162808895111; dx=6.226439036879496E-10 evalInputDelta=-0.703583836555481

Armijo: th(1430993.515315352)=0.36861559748649597; dx=-6.4657451125404556E-9 evalInputDelta=-0.13768315315246582

Armijo: th(476997.83843845065)=0.24209490790963173; dx=-1.695872165775415E-8 evalInputDelta=-0.011162463575601578

New Minimum: 0.23093244433403015 > 0.22805244475603104

WOLFE (weak): th(119249.45960961266)=0.22805244475603104; dx=-2.2281968048966138E-8 evalInputDelta=0.002879999577999115

Armijo: th(298123.64902403165)=0.2312888577580452; dx=-1.7746041564105462E-8 evalInputDelta=-3.5641342401504517E-4

WOLFE (weak): th(208686.55431682215)=0.22862257063388824; dx=-2.046168131546198E-8 evalInputDelta=0.0023098737001419067

WOLFE (weak): th(253405.1016704269)=0.22961512207984924; dx=-1.8198911643944097E-8 evalInputDelta=0.0013173222541809082

END: th(275764.3753472293)=0.2303975373506546; dx=-1.1952153711711457E-8 evalInputDelta=5.349069833755493E-4

Fitness changed from 0.23093244433403015 to 0.22805244475603104

Iteration 20 complete. Error: 0.22805244475603104 Total: 23.1350; Orientation: 0.0238; Line Search: 20.7646

Final threshold in iteration 21: 0.22805244475603104 (> -Infinity) after 311.785s (< 5400.000s)