Reset training subject: 614792517540500
Reset training subject: 614826558488300
Adding measurement 2a4725c4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.7420266047120094;dx=-3.0621626976507173E-7
New Minimum: 2.7420266047120094 > 2.742026276886463
WOLFE (weak): th(2.154434690031884)=2.742026276886463; dx=-2.9505348149600265E-7 evalInputDelta=3.2782554626464844E-7
New Minimum: 2.742026276886463 > 2.742025248706341
WOLFE (weak): th(4.308869380063768)=2.742025248706341; dx=-2.9775334723242456E-7 evalInputDelta=1.3560056686401367E-6
New Minimum: 2.742025248706341 > 2.7420214489102364
WOLFE (weak): th(12.926608140191302)=2.7420214489102364; dx=-2.9754141043616287E-7 evalInputDelta=5.155801773071289E-6
New Minimum: 2.7420214489102364 > 2.74200576543808
WOLFE (weak): th(51.70643256076521)=2.74200576543808; dx=-2.9663439440213946E-7 evalInputDelta=2.0839273929595947E-5
New Minimum: 2.74200576543808 > 2.7419214695692062
WOLFE (weak): th(258.53216280382605)=2.7419214695692062; dx=-2.9942581961489055E-7 evalInputDelta=1.0513514280319214E-4
New Minimum: 2.7419214695692062 > 2.7413942590355873
WOLFE (weak): th(1551.1929768229563)=2.7413942590355873; dx=-2.947465634695211E-7 evalInputDelta=6.323456764221191E-4
New Minimum: 2.7413942590355873 > 2.737604930996895
WOLFE (weak): th(10858.350837760694)=2.737604930996895; dx=-2.9471481268753183E-7 evalInputDelta=0.0044216737151145935
New Minimum: 2.737604930996895 > 2.7069773226976395
WOLFE (weak): th(86866.80670208555)=2.7069773226976395; dx=-2.9063462387441963E-7 evalInputDelta=0.035049282014369965
New Minimum: 2.7069773226976395 > 2.455106556415558
END: th(781801.26031877)=2.455106556415558; dx=-2.3697915991733736E-7 evalInputDelta=0.28692004829645157
Fitness changed from 2.7420266047120094 to 2.455106556415558
Iteration 1 complete. Error: 2.455106556415558 Total: 442.9418; Orientation: 0.0446; Line Search: 339.3826
Adding measurement 664ad092 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.455106556415558;dx=-2.3771979724799448E-7
New Minimum: 2.455106556415558 > 2.044313207268715
END: th(1684339.7559414052)=2.044313207268715; dx=-1.5499294883043585E-7 evalInputDelta=0.41079334914684296
Fitness changed from 2.455106556415558 to 2.044313207268715
Iteration 2 complete. Error: 2.044313207268715 Total: 99.1776; Orientation: 0.0437; Line Search: 64.3533
Adding measurement 2e643dbd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.044313207268715;dx=-1.6605615573696252E-7
New Minimum: 2.044313207268715 > 1.5454813167452812
END: th(3628800.0)=1.5454813167452812; dx=-7.113877520216866E-8 evalInputDelta=0.4988318905234337
Fitness changed from 2.044313207268715 to 1.5454813167452812
Iteration 3 complete. Error: 1.5454813167452812 Total: 100.4047; Orientation: 0.0440; Line Search: 66.4572
Adding measurement 5e2da1ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.966e+03, gradient 3.866e-04, dot -0.647; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5454813167452812, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 5e2da1ec to history. Total: 3
th(0)=1.5454813167452812;dx=-1.479232028588131E-7
New Minimum: 1.5454813167452812 > 1.2007320821285248
END: th(7818012.6031877)=1.2007320821285248; dx=-8.401533347530706E-9 evalInputDelta=0.34474923461675644
Fitness changed from 1.5454813167452812 to 1.2007320821285248
Iteration 4 complete. Error: 1.2007320821285248 Total: 104.4267; Orientation: 0.7003; Line Search: 68.7333
Adding measurement 6507aa46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.006e+03, gradient 3.942e-04, dot -0.440; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2007320821285248, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 6507aa46 to history. Total: 3
th(0)=1.2007320821285248;dx=-1.549303846893093E-7
Armijo: th(1.684339755941405E7)=1.3203207924962044; dx=2.6921855279334775E-8 evalInputDelta=-0.1195887103676796
New Minimum: 1.2007320821285248 > 0.8868506550788879
WOLF (strong): th(8421698.779707026)=0.8868506550788879; dx=2.7433233794612113E-8 evalInputDelta=0.31388142704963684
New Minimum: 0.8868506550788879 > 0.8348416686058044
END: th(2807232.9265690087)=0.8348416686058044; dx=-4.4795125159432944E-8 evalInputDelta=0.36589041352272034
Fitness changed from 1.2007320821285248 to 0.8348416686058044
Iteration 5 complete. Error: 0.8348416686058044 Total: 173.9115; Orientation: 0.6891; Line Search: 138.1432
Adding measurement 6735e6e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.955e+03, gradient 3.070e-04, dot -0.515; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8348416686058044, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 6735e6e1 to history. Total: 3
th(0)=0.8348416686058044;dx=-9.205768266009427E-8
New Minimum: 0.8348416686058044 > 0.5530722737312317
WOLF (strong): th(6048000.0)=0.5530722737312317; dx=2.70178420888889E-9 evalInputDelta=0.28176939487457275
END: th(3024000.0)=0.5988460928201675; dx=-3.005322332289081E-8 evalInputDelta=0.2359955757856369
Fitness changed from 0.8348416686058044 to 0.5530722737312317
Iteration 6 complete. Error: 0.5530722737312317 Total: 132.9364; Orientation: 0.6881; Line Search: 99.9635
Adding measurement 3e343fa2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.999e+03, gradient 3.357e-04, dot -0.416; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5530722737312317, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 3e343fa2 to history. Total: 3
th(0)=0.5530722737312317;dx=-1.1180695740659984E-7
New Minimum: 0.5530722737312317 > 0.4025370702147484
WOLF (strong): th(6515010.502656417)=0.4025370702147484; dx=3.9887846080247184E-8 evalInputDelta=0.1505352035164833
New Minimum: 0.4025370702147484 > 0.30622123181819916
END: th(3257505.2513282085)=0.30622123181819916; dx=-8.530496147026217E-9 evalInputDelta=0.24685104191303253
Fitness changed from 0.5530722737312317 to 0.30622123181819916
Iteration 7 complete. Error: 0.30622123181819916 Total: 135.6548; Orientation: 0.6925; Line Search: 100.7576
Adding measurement 227d2631 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.624e+03, gradient 2.537e-04, dot -0.533; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.30622123181819916, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 227d2631 to history. Total: 3
th(0)=0.30622123181819916;dx=-6.247960249092224E-8
New Minimum: 0.30622123181819916 > 0.19755220413208008
WOLF (strong): th(7018082.316422523)=0.19755220413208008; dx=1.6334671908501365E-8 evalInputDelta=0.10866902768611908
New Minimum: 0.19755220413208008 > 0.16176816076040268
END: th(3509041.1582112615)=0.16176816076040268; dx=-4.615666352086487E-9 evalInputDelta=0.14445307105779648
Fitness changed from 0.30622123181819916 to 0.16176816076040268
Iteration 8 complete. Error: 0.16176816076040268 Total: 137.5780; Orientation: 0.7610; Line Search: 100.4258
Adding measurement 3b18cca4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.772e+03, gradient 2.441e-04, dot -0.531; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.16176816076040268, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 3b18cca4 to history. Total: 3
th(0)=0.16176816076040268;dx=-5.5410529134814126E-8
New Minimum: 0.16176816076040268 > 0.12666349112987518
WOLF (strong): th(7560000.000000002)=0.12666349112987518; dx=1.680574327551572E-8 evalInputDelta=0.035104669630527496
New Minimum: 0.12666349112987518 > 0.054879479110240936
WOLF (strong): th(3780000.000000001)=0.054879479110240936; dx=7.59152683767606E-9 evalInputDelta=0.10688868165016174
END: th(1260000.0000000002)=0.08862718939781189; dx=-3.391547461167163E-8 evalInputDelta=0.07314097136259079
Fitness changed from 0.16176816076040268 to 0.054879479110240936
Iteration 9 complete. Error: 0.054879479110240936 Total: 170.3988; Orientation: 0.6920; Line Search: 134.7796
Adding measurement 50ebbf10 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.783e+03, gradient 2.588e-04, dot -0.480; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.054879479110240936, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 50ebbf10 to history. Total: 3
th(0)=0.054879479110240936;dx=-6.615597761873181E-8
New Minimum: 0.054879479110240936 > -0.054965198040008545
WOLF (strong): th(2714587.709440174)=-0.054965198040008545; dx=3.7169635190455935E-9 evalInputDelta=0.10984467715024948
END: th(1357293.854720087)=-0.030257806181907654; dx=-3.413615561697153E-8 evalInputDelta=0.08513728529214859
Fitness changed from 0.054879479110240936 to -0.054965198040008545
Iteration 10 complete. Error: -0.054965198040008545 Total: 139.7176; Orientation: 0.6855; Line Search: 103.0770
Adding measurement 1d41060c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.914e+03, gradient 2.122e-04, dot -0.558; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.054965198040008545, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 1d41060c to history. Total: 3
th(0)=-0.054965198040008545;dx=-4.2720787116179037E-8
New Minimum: -0.054965198040008545 > -0.12802348285913467
WOLF (strong): th(2924200.9651760515)=-0.12802348285913467; dx=2.351858400911953E-9 evalInputDelta=0.07305828481912613
END: th(1462100.4825880257)=-0.11319005489349365; dx=-1.894190680042085E-8 evalInputDelta=0.05822485685348511
Fitness changed from -0.054965198040008545 to -0.12802348285913467
Iteration 11 complete. Error: -0.12802348285913467 Total: 135.5402; Orientation: 0.6991; Line Search: 100.9161
Adding measurement 4be22f2a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.928e+03, gradient 2.200e-04, dot -0.524; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.12802348285913467, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 4be22f2a to history. Total: 3
th(0)=-0.12802348285913467;dx=-4.756039198079905E-8
New Minimum: -0.12802348285913467 > -0.18982787430286407
WOLF (strong): th(3150000.000000001)=-0.18982787430286407; dx=1.1862549482466944E-8 evalInputDelta=0.0618043914437294
END: th(1575000.0000000005)=-0.18963764607906342; dx=-1.3469636517348585E-8 evalInputDelta=0.06161416321992874
Fitness changed from -0.12802348285913467 to -0.18982787430286407
Iteration 12 complete. Error: -0.18982787430286407 Total: 136.6856; Orientation: 0.6984; Line Search: 102.8813
Adding measurement 6bd6da17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.851e+03, gradient 2.374e-04, dot -0.469; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.18982787430286407, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 6bd6da17 to history. Total: 3
th(0)=-0.18982787430286407;dx=-5.51641540622648E-8
New Minimum: -0.18982787430286407 > -0.24957959353923798
WOLF (strong): th(3393234.636800218)=-0.24957959353923798; dx=2.1978574022505193E-8 evalInputDelta=0.0597517192363739
New Minimum: -0.24957959353923798 > -0.2638290524482727
END: th(1696617.318400109)=-0.2638290524482727; dx=-1.1387043145100339E-8 evalInputDelta=0.07400117814540863
Fitness changed from -0.18982787430286407 to -0.2638290524482727
Iteration 13 complete. Error: -0.2638290524482727 Total: 135.7131; Orientation: 0.7010; Line Search: 99.6467
Adding measurement 5f0e3abd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.978e+03, gradient 1.549e-04, dot -0.683; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2638290524482727, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 5f0e3abd to history. Total: 3
th(0)=-0.2638290524482727;dx=-2.3621022851686405E-8
New Minimum: -0.2638290524482727 > -0.3274514675140381
END: th(3655251.206470065)=-0.3274514675140381; dx=-6.575638597718794E-9 evalInputDelta=0.06362241506576538
Fitness changed from -0.2638290524482727 to -0.3274514675140381
Iteration 14 complete. Error: -0.3274514675140381 Total: 104.7404; Orientation: 0.7134; Line Search: 70.1000
Adding measurement 6c3c21c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.919e+03, gradient 1.930e-04, dot -0.534; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3274514675140381, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 6c3c21c8 to history. Total: 3
th(0)=-0.3274514675140381;dx=-3.652449193944256E-8
Armijo: th(7875000.000000004)=-0.2935860976576805; dx=1.4664734870754107E-8 evalInputDelta=-0.033865369856357574
New Minimum: -0.3274514675140381 > -0.36342473328113556
WOLF (strong): th(3937500.000000002)=-0.36342473328113556; dx=1.128027463479596E-8 evalInputDelta=0.03597326576709747
New Minimum: -0.36342473328113556 > -0.3682555705308914
END: th(1312500.0000000007)=-0.3682555705308914; dx=-1.260878377846572E-8 evalInputDelta=0.04080410301685333
Fitness changed from -0.3274514675140381 to -0.3682555705308914
Iteration 15 complete. Error: -0.3682555705308914 Total: 165.9308; Orientation: 0.6745; Line Search: 130.2985
Adding measurement 19855e59 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.945e+03, gradient 1.411e-04, dot -0.703; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3682555705308914, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 19855e59 to history. Total: 3
th(0)=-0.3682555705308914;dx=-1.9878114630389184E-8
New Minimum: -0.3682555705308914 > -0.4148053973913193
END: th(2827695.530666849)=-0.4148053973913193; dx=-7.866946083334507E-9 evalInputDelta=0.046549826860427856
Fitness changed from -0.3682555705308914 to -0.4148053973913193
Iteration 16 complete. Error: -0.4148053973913193 Total: 105.1619; Orientation: 0.6825; Line Search: 70.4099
Adding measurement 474510f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.685e+03, gradient 1.749e-04, dot -0.540; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4148053973913193, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 474510f to history. Total: 3
th(0)=-0.4148053973913193;dx=-2.626147459525854E-8
New Minimum: -0.4148053973913193 > -0.4533509314060211
WOLF (strong): th(6092085.344116776)=-0.4533509314060211; dx=6.674560446134144E-9 evalInputDelta=0.03854553401470184
New Minimum: -0.4533509314060211 > -0.4632968455553055
WOLF (strong): th(3046042.672058388)=-0.4632968455553055; dx=2.7190207885165992E-9 evalInputDelta=0.048491448163986206
END: th(1015347.5573527961)=-0.4441913366317749; dx=-1.3267397041723083E-8 evalInputDelta=0.029385939240455627
Fitness changed from -0.4148053973913193 to -0.4632968455553055
Iteration 17 complete. Error: -0.4632968455553055 Total: 170.9786; Orientation: 0.6903; Line Search: 136.0137
Adding measurement 663cd5d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.803e+03, gradient 1.943e-04, dot -0.490; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4632968455553055, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 663cd5d9 to history. Total: 3
th(0)=-0.4632968455553055;dx=-3.765653061755916E-8
New Minimum: -0.4632968455553055 > -0.5068779066205025
WOLF (strong): th(2187500.0000000014)=-0.5068779066205025; dx=4.303886498687161E-9 evalInputDelta=0.04358106106519699
END: th(1093750.0000000007)=-0.49934493005275726; dx=-1.8431427937797512E-8 evalInputDelta=0.03604808449745178
Fitness changed from -0.4632968455553055 to -0.5068779066205025
Iteration 18 complete. Error: -0.5068779066205025 Total: 140.0121; Orientation: 0.7067; Line Search: 104.5898
Adding measurement 6e474d73 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.503e+03, gradient 1.806e-04, dot -0.488; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5068779066205025, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 6e474d73 to history. Total: 3
th(0)=-0.5068779066205025;dx=-2.7355966553138216E-8
New Minimum: -0.5068779066205025 > -0.551484003663063
WOLF (strong): th(2356412.9422223745)=-0.551484003663063; dx=3.3402104385665865E-9 evalInputDelta=0.04460609704256058
END: th(1178206.4711111872)=-0.5407798588275909; dx=-1.0207822066741497E-8 evalInputDelta=0.03390195220708847
Fitness changed from -0.5068779066205025 to -0.551484003663063
Iteration 19 complete. Error: -0.551484003663063 Total: 135.9300; Orientation: 0.6818; Line Search: 100.9134
Adding measurement 5f6e05f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.572e+03, gradient 1.776e-04, dot -0.493; [f638fe19-6466-4e23-900d-7bbf1efdae43 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.551484003663063, 2.044313207268715, 2.455106556415558, 2.7420266047120094
LBFGS Accumulation History: 3 points
Removed measurement 5f6e05f5 to history. Total: 3
th(0)=-0.551484003663063;dx=-2.7587502107933764E-8
New Minimum: -0.551484003663063 > -0.5908463895320892
WOLF (strong): th(2538368.8933819905)=-0.5908463895320892; dx=4.153083008675865E-9 evalInputDelta=0.039362385869026184
END: th(1269184.4466909952)=-0.5847271233797073; dx=-9.601529114805785E-9 evalInputDelta=0.03324311971664429
Fitness changed from -0.551484003663063 to -0.5908463895320892
Iteration 20 complete. Error: -0.5908463895320892 Total: 140.5051; Orientation: 0.6846; Line Search: 104.5424
Final threshold in iteration 21: -0.5908463895320892 (> -Infinity) after 3008.347s (< 5400.000s)
