Reset training subject: 568331495555700
Reset training subject: 568368986210300
Adding measurement 67ddef9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.593797456473112;dx=-2.281648407682126E-6
New Minimum: 1.593797456473112 > 1.5937910750508308
WOLFE (weak): th(2.154434690031884)=1.5937910750508308; dx=-2.2545946592745426E-6 evalInputDelta=6.381422281265259E-6
New Minimum: 1.5937910750508308 > 1.593785248696804
WOLFE (weak): th(4.308869380063768)=1.593785248696804; dx=-2.271711688121727E-6 evalInputDelta=1.2207776308059692E-5
New Minimum: 1.593785248696804 > 1.59376210719347
WOLFE (weak): th(12.926608140191302)=1.59376210719347; dx=-2.2713987421134176E-6 evalInputDelta=3.53492796421051E-5
New Minimum: 1.59376210719347 > 1.593656063079834
WOLFE (weak): th(51.70643256076521)=1.593656063079834; dx=-2.1847053593639727E-6 evalInputDelta=1.4139339327812195E-4
New Minimum: 1.593656063079834 > 1.5930910483002663
WOLFE (weak): th(258.53216280382605)=1.5930910483002663; dx=-2.26424097014367E-6 evalInputDelta=7.064081728458405E-4
New Minimum: 1.5930910483002663 > 1.5895658768713474
WOLFE (weak): th(1551.1929768229563)=1.5895658768713474; dx=-2.260030752661056E-6 evalInputDelta=0.004231579601764679
New Minimum: 1.5895658768713474 > 1.5645341388881207
WOLFE (weak): th(10858.350837760694)=1.5645341388881207; dx=-2.206824481694628E-6 evalInputDelta=0.029263317584991455
New Minimum: 1.5645341388881207 > 1.3822293914854527
END: th(86866.80670208555)=1.3822293914854527; dx=-1.7654395694310506E-6 evalInputDelta=0.21156806498765945
Fitness changed from 1.593797456473112 to 1.3822293914854527
Iteration 1 complete. Error: 1.3822293914854527 Total: 421.9971; Orientation: 0.0453; Line Search: 314.2767
Adding measurement 4c2e6483 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.3822293914854527;dx=-1.510369888096657E-6
New Minimum: 1.3822293914854527 > 1.0896779149770737
END: th(187148.86177126726)=1.0896779149770737; dx=-1.0575536897166287E-6 evalInputDelta=0.292551476508379
Fitness changed from 1.3822293914854527 to 1.0896779149770737
Iteration 2 complete. Error: 1.0896779149770737 Total: 105.0595; Orientation: 0.0458; Line Search: 70.0392
Adding measurement 22621638 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.0896779149770737;dx=-8.979887304111058E-7
New Minimum: 1.0896779149770737 > 0.7379137948155403
END: th(403200.00000000006)=0.7379137948155403; dx=-5.438888310719561E-7 evalInputDelta=0.35176412016153336
Fitness changed from 1.0896779149770737 to 0.7379137948155403
Iteration 3 complete. Error: 0.7379137948155403 Total: 106.1540; Orientation: 0.0450; Line Search: 71.2877
Adding measurement 5ad894df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.254e+02, gradient 6.997e-04, dot -0.892; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7379137948155403, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 5ad894df to history. Total: 3
th(0)=0.7379137948155403;dx=-4.891088024750948E-7
New Minimum: 0.7379137948155403 > 0.36034468933939934
END: th(868668.0670208557)=0.36034468933939934; dx=-2.5352476729728246E-7 evalInputDelta=0.377569105476141
Fitness changed from 0.7379137948155403 to 0.36034468933939934
Iteration 4 complete. Error: 0.36034468933939934 Total: 101.6949; Orientation: 0.6890; Line Search: 66.8383
Adding measurement 290d8d88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.558e+02, gradient 5.208e-04, dot -0.776; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.36034468933939934, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 290d8d88 to history. Total: 3
th(0)=0.36034468933939934;dx=-2.684065069361367E-7
New Minimum: 0.36034468933939934 > -0.0010877735912799835
END: th(1871488.617712673)=-0.0010877735912799835; dx=-8.773736021267828E-8 evalInputDelta=0.3614324629306793
Fitness changed from 0.36034468933939934 to -0.0010877735912799835
Iteration 5 complete. Error: -0.0010877735912799835 Total: 103.2615; Orientation: 0.7458; Line Search: 68.4254
Adding measurement 55865f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.926e+02, gradient 4.414e-04, dot -0.540; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0010877735912799835, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 55865f1 to history. Total: 3
th(0)=-0.0010877735912799835;dx=-1.892372374875218E-7
New Minimum: -0.0010877735912799835 > -0.13632575422525406
WOLF (strong): th(4032000.0000000014)=-0.13632575422525406; dx=2.1662080003140955E-8 evalInputDelta=0.13523798063397408
New Minimum: -0.13632575422525406 > -0.1815825030207634
END: th(2016000.0000000007)=-0.1815825030207634; dx=-1.0416600928456002E-8 evalInputDelta=0.1804947294294834
Fitness changed from -0.0010877735912799835 to -0.1815825030207634
Iteration 6 complete. Error: -0.1815825030207634 Total: 138.1096; Orientation: 0.7585; Line Search: 102.3376
Adding measurement 59393faf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.218e+02, gradient 5.523e-04, dot -0.415; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1815825030207634, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 59393faf to history. Total: 3
th(0)=-0.1815825030207634;dx=-2.7500352976421346E-7
Armijo: th(4343340.335104279)=0.8788855671882629; dx=1.9626461819318427E-7 evalInputDelta=-1.0604680702090263
Armijo: th(2171670.1675521396)=0.20261844992637634; dx=2.781306984694234E-7 evalInputDelta=-0.38420095294713974
New Minimum: -0.1815825030207634 > -0.24286631867289543
WOLF (strong): th(723890.0558507132)=-0.24286631867289543; dx=1.1947170336547606E-7 evalInputDelta=0.061283815652132034
END: th(180972.5139626783)=-0.23354564979672432; dx=-1.6416386298153277E-7 evalInputDelta=0.05196314677596092
Fitness changed from -0.1815825030207634 to -0.24286631867289543
Iteration 7 complete. Error: -0.24286631867289543 Total: 207.5035; Orientation: 0.7106; Line Search: 171.2357
Adding measurement e745a62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.664e+02, gradient 6.825e-04, dot -0.359; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.24286631867289543, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement e745a62 to history. Total: 3
th(0)=-0.24286631867289543;dx=-4.2617909482247716E-7
New Minimum: -0.24286631867289543 > -0.33134377002716064
WOLF (strong): th(389893.4620234736)=-0.33134377002716064; dx=3.1084806728006046E-8 evalInputDelta=0.08847745135426521
END: th(194946.7310117368)=-0.3160228207707405; dx=-1.7904611729098038E-7 evalInputDelta=0.07315650209784508
Fitness changed from -0.24286631867289543 to -0.33134377002716064
Iteration 8 complete. Error: -0.33134377002716064 Total: 143.7331; Orientation: 0.7102; Line Search: 105.2592
Adding measurement 141f3a7b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.292e+02, gradient 3.185e-04, dot -0.573; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.33134377002716064, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 141f3a7b to history. Total: 3
th(0)=-0.33134377002716064;dx=-9.894796211323125E-8
New Minimum: -0.33134377002716064 > -0.36864450201392174
END: th(420000.0000000002)=-0.36864450201392174; dx=-5.097084157218857E-8 evalInputDelta=0.03730073198676109
Fitness changed from -0.33134377002716064 to -0.36864450201392174
Iteration 9 complete. Error: -0.36864450201392174 Total: 105.4458; Orientation: 0.7185; Line Search: 69.1863
Adding measurement 83949a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.403e+02, gradient 2.513e-04, dot -0.666; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.36864450201392174, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 83949a5 to history. Total: 3
th(0)=-0.36864450201392174;dx=-6.155559012226614E-8
New Minimum: -0.36864450201392174 > -0.4243483133614063
END: th(904862.5698133915)=-0.4243483133614063; dx=-4.3942091827327066E-8 evalInputDelta=0.05570381134748459
Fitness changed from -0.36864450201392174 to -0.4243483133614063
Iteration 10 complete. Error: -0.4243483133614063 Total: 105.7713; Orientation: 0.7132; Line Search: 69.6065
Adding measurement 6909e2c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.733e+02, gradient 2.454e-04, dot -0.663; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4243483133614063, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 6909e2c5 to history. Total: 3
th(0)=-0.4243483133614063;dx=-5.9605349956421E-8
New Minimum: -0.4243483133614063 > -0.4720761924982071
WOLF (strong): th(1949467.3101173681)=-0.4720761924982071; dx=1.1302849988682466E-8 evalInputDelta=0.047727879136800766
END: th(974733.6550586841)=-0.46844034269452095; dx=-1.9206182515103183E-8 evalInputDelta=0.044092029333114624
Fitness changed from -0.4243483133614063 to -0.4720761924982071
Iteration 11 complete. Error: -0.4720761924982071 Total: 140.4178; Orientation: 0.7157; Line Search: 104.1047
Adding measurement 6d28a119 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.627e+02, gradient 5.600e-04, dot -0.319; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4720761924982071, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 6d28a119 to history. Total: 3
th(0)=-0.4720761924982071;dx=-2.9423267893937297E-7
Armijo: th(2100000.000000001)=-0.07768497988581657; dx=2.1874560665244713E-7 evalInputDelta=-0.3943912126123905
Armijo: th(1050000.0000000005)=-0.405049629509449; dx=2.523986125028985E-7 evalInputDelta=-0.06702656298875809
New Minimum: -0.4720761924982071 > -0.5369119048118591
END: th(350000.0000000002)=-0.5369119048118591; dx=-1.3798479170132092E-8 evalInputDelta=0.06483571231365204
Fitness changed from -0.4720761924982071 to -0.5369119048118591
Iteration 12 complete. Error: -0.5369119048118591 Total: 177.4332; Orientation: 0.6807; Line Search: 141.6693
Adding measurement 71bb94bc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.903e+02, gradient 2.053e-04, dot -0.668; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5369119048118591, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 71bb94bc to history. Total: 3
th(0)=-0.5369119048118591;dx=-4.0838517456475486E-8
New Minimum: -0.5369119048118591 > -0.5689107961952686
END: th(754052.1415111597)=-0.5689107961952686; dx=-3.1066165945933915E-8 evalInputDelta=0.0319988913834095
Fitness changed from -0.5369119048118591 to -0.5689107961952686
Iteration 13 complete. Error: -0.5689107961952686 Total: 102.8895; Orientation: 0.7213; Line Search: 67.7866
Adding measurement 7d00c510 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.008e+02, gradient 1.937e-04, dot -0.678; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5689107961952686, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 7d00c510 to history. Total: 3
th(0)=-0.5689107961952686;dx=-3.688650575878767E-8
New Minimum: -0.5689107961952686 > -0.6178251281380653
END: th(1624556.0917644736)=-0.6178251281380653; dx=-1.600995108977354E-8 evalInputDelta=0.04891433194279671
Fitness changed from -0.5689107961952686 to -0.6178251281380653
Iteration 14 complete. Error: -0.6178251281380653 Total: 103.8795; Orientation: 0.7058; Line Search: 68.2362
Adding measurement 2720e1fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.313e+02, gradient 2.865e-04, dot -0.468; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6178251281380653, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 2720e1fb to history. Total: 3
th(0)=-0.6178251281380653;dx=-8.012250616881125E-8
Armijo: th(3500000.0000000023)=-0.1823597103357315; dx=1.6907226643977578E-7 evalInputDelta=-0.43546541780233383
Armijo: th(1750000.0000000012)=-0.5326719433069229; dx=1.3057752375137859E-7 evalInputDelta=-0.08515318483114243
New Minimum: -0.6178251281380653 > -0.641445267945528
WOLF (strong): th(583333.3333333337)=-0.641445267945528; dx=1.0609294983188147E-8 evalInputDelta=0.023620139807462692
END: th(145833.33333333343)=-0.6296416744589806; dx=-5.614858392684717E-8 evalInputDelta=0.011816546320915222
Fitness changed from -0.6178251281380653 to -0.641445267945528
Iteration 15 complete. Error: -0.641445267945528 Total: 207.3054; Orientation: 0.6975; Line Search: 171.1598
Adding measurement 1bdbc4fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.104e+02, gradient 2.473e-04, dot -0.493; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.641445267945528, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 1bdbc4fe to history. Total: 3
th(0)=-0.641445267945528;dx=-5.568660809796092E-8
New Minimum: -0.641445267945528 > -0.6573060937225819
END: th(314188.3922963166)=-0.6573060937225819; dx=-2.6435492933577102E-8 evalInputDelta=0.015860825777053833
Fitness changed from -0.641445267945528 to -0.6573060937225819
Iteration 16 complete. Error: -0.6573060937225819 Total: 106.1122; Orientation: 0.6918; Line Search: 70.2330
Adding measurement f4e30b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.413e+02, gradient 1.664e-04, dot -0.713; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6573060937225819, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement f4e30b to history. Total: 3
th(0)=-0.6573060937225819;dx=-2.6856890931592926E-8
New Minimum: -0.6573060937225819 > -0.6779828518629074
END: th(676898.3715685308)=-0.6779828518629074; dx=-2.4067977815171045E-8 evalInputDelta=0.020676758140325546
Fitness changed from -0.6573060937225819 to -0.6779828518629074
Iteration 17 complete. Error: -0.6779828518629074 Total: 105.2137; Orientation: 0.6763; Line Search: 67.7827
Adding measurement 6c1bd3d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.435e+02, gradient 1.607e-04, dot -0.716; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6779828518629074, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 6c1bd3d4 to history. Total: 3
th(0)=-0.6779828518629074;dx=-2.579571382673717E-8
New Minimum: -0.6779828518629074 > -0.7178243063390255
END: th(1458333.3333333347)=-0.7178243063390255; dx=-2.1560579119447384E-8 evalInputDelta=0.03984145447611809
Fitness changed from -0.6779828518629074 to -0.7178243063390255
Iteration 18 complete. Error: -0.7178243063390255 Total: 103.8005; Orientation: 0.7322; Line Search: 68.0019
Adding measurement 66e02bf6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.548e+02, gradient 1.574e-04, dot -0.693; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7178243063390255, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 66e02bf6 to history. Total: 3
th(0)=-0.7178243063390255;dx=-2.4503192112827673E-8
New Minimum: -0.7178243063390255 > -0.7869364880025387
END: th(3141883.9229631666)=-0.7869364880025387; dx=-1.4767966216524929E-8 evalInputDelta=0.06911218166351318
Fitness changed from -0.7178243063390255 to -0.7869364880025387
Iteration 19 complete. Error: -0.7869364880025387 Total: 104.9303; Orientation: 0.6766; Line Search: 69.5202
Adding measurement 3c7c0d6b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.594e+02, gradient 1.791e-04, dot -0.546; [6d3e3f58-258b-443e-9061-df93d01dd5b9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7869364880025387, 1.0896779149770737, 1.3822293914854527, 1.593797456473112
LBFGS Accumulation History: 3 points
Removed measurement 3c7c0d6b to history. Total: 3
th(0)=-0.7869364880025387;dx=-3.151310500880658E-8
New Minimum: -0.7869364880025387 > -0.788229800760746
WOLF (strong): th(6768983.715685309)=-0.788229800760746; dx=1.1505123639194846E-8 evalInputDelta=0.0012933127582073212
New Minimum: -0.788229800760746 > -0.8269697725772858
WOLF (strong): th(3384491.8578426545)=-0.8269697725772858; dx=2.2134791498927604E-9 evalInputDelta=0.040033284574747086
END: th(1128163.9526142182)=-0.8168319091200829; dx=-1.385196675739777E-8 evalInputDelta=0.029895421117544174
Fitness changed from -0.7869364880025387 to -0.8269697725772858
Iteration 20 complete. Error: -0.8269697725772858 Total: 166.7760; Orientation: 0.6742; Line Search: 130.5353
Final threshold in iteration 21: -0.8269697725772858 (> -Infinity) after 2857.488s (< 5400.000s)
