Reset training subject: 15598097230314
Reset training subject: 15639823685602
Adding measurement 40bc1167 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.148170033469796;dx=-7.652939191905256E-6
New Minimum: 6.148170033469796 > 6.1481619123369455
WOLFE (weak): th(2.154434690031884)=6.1481619123369455; dx=-7.435101221909318E-6 evalInputDelta=8.121132850646973E-6
New Minimum: 6.1481619123369455 > 6.148153932765126
WOLFE (weak): th(4.308869380063768)=6.148153932765126; dx=-7.434783530707193E-6 evalInputDelta=1.6100704669952393E-5
New Minimum: 6.148153932765126 > 6.148121826350689
WOLFE (weak): th(12.926608140191302)=6.148121826350689; dx=-7.434961312709498E-6 evalInputDelta=4.82071191072464E-5
New Minimum: 6.148121826350689 > 6.147977739572525
WOLFE (weak): th(51.70643256076521)=6.147977739572525; dx=-7.4333139662151545E-6 evalInputDelta=1.922938972711563E-4
New Minimum: 6.147977739572525 > 6.147209664806724
WOLFE (weak): th(258.53216280382605)=6.147209664806724; dx=-7.4228868139625E-6 evalInputDelta=9.603686630725861E-4
New Minimum: 6.147209664806724 > 6.142427707090974
WOLFE (weak): th(1551.1929768229563)=6.142427707090974; dx=-7.376592952215772E-6 evalInputDelta=0.005742326378822327
New Minimum: 6.142427707090974 > 6.108823528513312
WOLFE (weak): th(10858.350837760694)=6.108823528513312; dx=-7.053871999086709E-6 evalInputDelta=0.03934650495648384
New Minimum: 6.108823528513312 > 5.900882827118039
END: th(86866.80670208555)=5.900882827118039; dx=-4.030074754321811E-6 evalInputDelta=0.24728720635175705
Fitness changed from 6.148170033469796 to 5.900882827118039
Iteration 1 complete. Error: 5.900882827118039 Total: 500.4741; Orientation: 0.0193; Line Search: 375.4071
Adding measurement 3e7916f0 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.900882827118039;dx=-5.20666297278159E-6
New Minimum: 5.900882827118039 > 5.672344578430057
END: th(187148.86177126726)=5.672344578430057; dx=-1.5209894816502259E-6 evalInputDelta=0.22853824868798256
Fitness changed from 5.900882827118039 to 5.672344578430057
Iteration 2 complete. Error: 5.672344578430057 Total: 125.4530; Orientation: 0.0201; Line Search: 83.5268
Adding measurement 1defb22 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.672344578430057;dx=-4.727458006774239E-6
New Minimum: 5.672344578430057 > 5.424003006890416
END: th(403200.00000000006)=5.424003006890416; dx=-3.62746588628362E-7 evalInputDelta=0.24834157153964043
Fitness changed from 5.672344578430057 to 5.424003006890416
Iteration 3 complete. Error: 5.424003006890416 Total: 125.3821; Orientation: 0.0194; Line Search: 83.5042
Adding measurement 6a3a737a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.192e+03, gradient 1.871e-03, dot -0.567; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.424003006890416, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 6a3a737a to history. Total: 3
th(0)=5.424003006890416;dx=-3.502229181935439E-6
New Minimum: 5.424003006890416 > 5.138497825711966
WOLF (strong): th(868668.0670208557)=5.138497825711966; dx=3.937714619076883E-7 evalInputDelta=0.2855051811784506
New Minimum: 5.138497825711966 > 5.077830009162426
WOLF (strong): th(434334.03351042786)=5.077830009162426; dx=4.5227636456050906E-8 evalInputDelta=0.34617299772799015
END: th(144778.01117014262)=5.20170272141695; dx=-2.406422772887818E-6 evalInputDelta=0.22230028547346592
Fitness changed from 5.424003006890416 to 5.077830009162426
Iteration 4 complete. Error: 5.077830009162426 Total: 209.1152; Orientation: 0.5589; Line Search: 166.6690
Adding measurement 5a8c2817 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.063e+03, gradient 1.743e-03, dot -0.446; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.077830009162426, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5a8c2817 to history. Total: 3
th(0)=5.077830009162426;dx=-3.037865994686781E-6
New Minimum: 5.077830009162426 > 4.7981928158551455
END: th(311914.76961877884)=4.7981928158551455; dx=-1.6646757851082523E-7 evalInputDelta=0.27963719330728054
Fitness changed from 5.077830009162426 to 4.7981928158551455
Iteration 5 complete. Error: 4.7981928158551455 Total: 125.7388; Orientation: 0.5625; Line Search: 83.3770
Adding measurement 5aba2fe7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.519e+03, gradient 1.628e-03, dot -0.516; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.7981928158551455, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5aba2fe7 to history. Total: 3
th(0)=4.7981928158551455;dx=-2.6505057314296227E-6
New Minimum: 4.7981928158551455 > 4.781881708651781
WOLF (strong): th(672000.0000000002)=4.781881708651781; dx=5.740695827557318E-7 evalInputDelta=0.016311107203364372
New Minimum: 4.781881708651781 > 4.675942327827215
WOLF (strong): th(336000.0000000001)=4.675942327827215; dx=6.78162192928546E-7 evalInputDelta=0.12225048802793026
New Minimum: 4.675942327827215 > 4.675068013370037
END: th(112000.00000000004)=4.675068013370037; dx=-1.4739066207612334E-6 evalInputDelta=0.12312480248510838
Fitness changed from 4.7981928158551455 to 4.675068013370037
Iteration 6 complete. Error: 4.675068013370037 Total: 209.2121; Orientation: 0.5636; Line Search: 166.8453
Adding measurement 5031c430 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.761e+03, gradient 1.274e-03, dot -0.635; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.675068013370037, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5031c430 to history. Total: 3
th(0)=4.675068013370037;dx=-1.6226809275860736E-6
New Minimum: 4.675068013370037 > 4.5539583172649145
END: th(241296.68528357107)=4.5539583172649145; dx=-3.8737955140836616E-7 evalInputDelta=0.12110969610512257
Fitness changed from 4.675068013370037 to 4.5539583172649145
Iteration 7 complete. Error: 4.5539583172649145 Total: 126.1163; Orientation: 0.5381; Line Search: 83.6550
Adding measurement 11bd0950 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.045e+03, gradient 1.595e-03, dot -0.515; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.5539583172649145, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 11bd0950 to history. Total: 3
th(0)=4.5539583172649145;dx=-2.545358699950289E-6
Armijo: th(519857.9493646315)=4.614072510972619; dx=3.901818975529222E-7 evalInputDelta=-0.060114193707704544
New Minimum: 4.5539583172649145 > 4.544359700754285
WOLF (strong): th(259928.97468231575)=4.544359700754285; dx=7.266751880020055E-7 evalInputDelta=0.009598616510629654
New Minimum: 4.544359700754285 > 4.489765632897615
END: th(86642.99156077192)=4.489765632897615; dx=-1.134259884055339E-7 evalInputDelta=0.06419268436729908
Fitness changed from 4.5539583172649145 to 4.489765632897615
Iteration 8 complete. Error: 4.489765632897615 Total: 208.9788; Orientation: 0.5362; Line Search: 166.6003
Adding measurement 1dc5f67b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.148e+03, gradient 1.378e-03, dot -0.593; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.489765632897615, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 1dc5f67b to history. Total: 3
th(0)=4.489765632897615;dx=-1.899004388004121E-6
New Minimum: 4.489765632897615 > 4.47237909398973
WOLF (strong): th(186666.66666666677)=4.47237909398973; dx=4.725895732903074E-7 evalInputDelta=0.01738653890788555
New Minimum: 4.47237909398973 > 4.4534368570894
WOLF (strong): th(93333.33333333339)=4.4534368570894; dx=1.8925141110465011E-7 evalInputDelta=0.03632877580821514
END: th(31111.111111111128)=4.464838704094291; dx=-1.1913196047065787E-6 evalInputDelta=0.0249269288033247
Fitness changed from 4.489765632897615 to 4.4534368570894
Iteration 9 complete. Error: 4.4534368570894 Total: 209.2173; Orientation: 0.5204; Line Search: 166.8461
Adding measurement 655112a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.258e+03, gradient 1.561e-03, dot -0.526; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4534368570894, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 655112a3 to history. Total: 3
th(0)=4.4534368570894;dx=-2.437701580827982E-6
New Minimum: 4.4534368570894 > 4.411787666380405
WOLF (strong): th(67026.8570232142)=4.411787666380405; dx=3.2035689085334836E-7 evalInputDelta=0.041649190708994865
END: th(33513.4285116071)=4.419915556907654; dx=-1.3807704262094198E-6 evalInputDelta=0.03352130018174648
Fitness changed from 4.4534368570894 to 4.411787666380405
Iteration 10 complete. Error: 4.411787666380405 Total: 167.4756; Orientation: 0.5774; Line Search: 125.0709
Adding measurement 259926e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.277e+03, gradient 1.399e-03, dot -0.576; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.411787666380405, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 259926e7 to history. Total: 3
th(0)=4.411787666380405;dx=-1.9582818177273044E-6
New Minimum: 4.411787666380405 > 4.386748114600778
WOLF (strong): th(72202.49296730994)=4.386748114600778; dx=3.810336119264118E-7 evalInputDelta=0.0250395517796278
END: th(36101.24648365497)=4.387572083622217; dx=-6.123807971242324E-7 evalInputDelta=0.024215582758188248
Fitness changed from 4.411787666380405 to 4.386748114600778
Iteration 11 complete. Error: 4.386748114600778 Total: 167.4926; Orientation: 0.5285; Line Search: 125.0867
Adding measurement 69cf88e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.383e+03, gradient 1.545e-03, dot -0.525; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.386748114600778, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 69cf88e3 to history. Total: 3
th(0)=4.386748114600778;dx=-2.3870364304978957E-6
New Minimum: 4.386748114600778 > 4.361262431368232
WOLF (strong): th(77777.77777777782)=4.361262431368232; dx=9.133729000234774E-7 evalInputDelta=0.025485683232545853
New Minimum: 4.361262431368232 > 4.354489216580987
END: th(38888.88888888891)=4.354489216580987; dx=-6.085478193343987E-7 evalInputDelta=0.03225889801979065
Fitness changed from 4.386748114600778 to 4.354489216580987
Iteration 12 complete. Error: 4.354489216580987 Total: 167.4793; Orientation: 0.5115; Line Search: 125.0556
Adding measurement 5121787f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.277e+03, gradient 9.805e-04, dot -0.771; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.354489216580987, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5121787f to history. Total: 3
th(0)=4.354489216580987;dx=-9.613831800369465E-7
New Minimum: 4.354489216580987 > 4.320498028770089
END: th(83783.57127901775)=4.320498028770089; dx=-6.633895110908644E-7 evalInputDelta=0.03399118781089783
Fitness changed from 4.354489216580987 to 4.320498028770089
Iteration 13 complete. Error: 4.320498028770089 Total: 125.9225; Orientation: 0.5088; Line Search: 83.6466
Adding measurement da98db0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.390e+03, gradient 1.128e-03, dot -0.677; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.320498028770089, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement da98db0 to history. Total: 3
th(0)=4.320498028770089;dx=-1.2730285985588583E-6
New Minimum: 4.320498028770089 > 4.3065993916243315
WOLF (strong): th(180506.23241827486)=4.3065993916243315; dx=1.8731600220233268E-7 evalInputDelta=0.013898637145757675
New Minimum: 4.3065993916243315 > 4.299176469445229
WOLF (strong): th(90253.11620913743)=4.299176469445229; dx=5.323544122121814E-8 evalInputDelta=0.021321559324860573
END: th(30084.372069712477)=4.305721340700984; dx=-6.635696346609435E-7 evalInputDelta=0.014776688069105148
Fitness changed from 4.320498028770089 to 4.299176469445229
Iteration 14 complete. Error: 4.299176469445229 Total: 209.7680; Orientation: 0.5181; Line Search: 167.3501
Adding measurement 536e0686 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.451e+03, gradient 1.597e-03, dot -0.496; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.299176469445229, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 536e0686 to history. Total: 3
th(0)=4.299176469445229;dx=-2.5494115979271853E-6
New Minimum: 4.299176469445229 > 4.274652453139424
WOLF (strong): th(64814.81481481486)=4.274652453139424; dx=1.0190423523039563E-6 evalInputDelta=0.024524016305804253
New Minimum: 4.274652453139424 > 4.269605580717325
END: th(32407.40740740743)=4.269605580717325; dx=-7.636507976106976E-7 evalInputDelta=0.029570888727903366
Fitness changed from 4.299176469445229 to 4.269605580717325
Iteration 15 complete. Error: 4.269605580717325 Total: 167.8810; Orientation: 0.5719; Line Search: 125.3466
Adding measurement 586305c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.360e+03, gradient 9.821e-04, dot -0.746; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.269605580717325, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 586305c0 to history. Total: 3
th(0)=4.269605580717325;dx=-9.64467887339794E-7
New Minimum: 4.269605580717325 > 4.246039692312479
END: th(69819.6427325148)=4.246039692312479; dx=-4.3948799068290564E-7 evalInputDelta=0.02356588840484619
Fitness changed from 4.269605580717325 to 4.246039692312479
Iteration 16 complete. Error: 4.246039692312479 Total: 125.8579; Orientation: 0.5054; Line Search: 83.4618
Adding measurement 5320bdc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.512e+03, gradient 1.200e-03, dot -0.627; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.246039692312479, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5320bdc9 to history. Total: 3
th(0)=4.246039692312479;dx=-1.4407484411537336E-6
New Minimum: 4.246039692312479 > 4.238138934597373
WOLF (strong): th(150421.8603485624)=4.238138934597373; dx=1.5980766936523464E-7 evalInputDelta=0.00790075771510601
New Minimum: 4.238138934597373 > 4.230098253116012
WOLF (strong): th(75210.9301742812)=4.230098253116012; dx=1.8921403356411675E-7 evalInputDelta=0.0159414391964674
END: th(25070.31005809373)=4.232292391359806; dx=-6.548453706856167E-7 evalInputDelta=0.013747300952672958
Fitness changed from 4.246039692312479 to 4.230098253116012
Iteration 17 complete. Error: 4.230098253116012 Total: 209.6890; Orientation: 0.5332; Line Search: 167.1697
Adding measurement 59ca5dc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.451e+03, gradient 1.456e-03, dot -0.518; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.230098253116012, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 59ca5dc9 to history. Total: 3
th(0)=4.230098253116012;dx=-2.1212131626390125E-6
New Minimum: 4.230098253116012 > 4.200281569734216
WOLF (strong): th(54012.34567901239)=4.200281569734216; dx=3.8730437115520143E-7 evalInputDelta=0.029816683381795883
END: th(27006.172839506195)=4.2058977317065; dx=-1.3001593967868016E-6 evalInputDelta=0.024200521409511566
Fitness changed from 4.230098253116012 to 4.200281569734216
Iteration 18 complete. Error: 4.200281569734216 Total: 167.8978; Orientation: 0.5831; Line Search: 125.2587
Adding measurement 2c50ecf1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.595e+03, gradient 1.303e-03, dot -0.574; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.200281569734216, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 2c50ecf1 to history. Total: 3
th(0)=4.200281569734216;dx=-1.6990098024283178E-6
New Minimum: 4.200281569734216 > 4.1861579194664955
WOLF (strong): th(58183.03561042901)=4.1861579194664955; dx=4.855706712684096E-7 evalInputDelta=0.014123650267720222
New Minimum: 4.1861579194664955 > 4.184338320046663
END: th(29091.517805214506)=4.184338320046663; dx=-3.800317369643429E-7 evalInputDelta=0.015943249687552452
Fitness changed from 4.200281569734216 to 4.184338320046663
Iteration 19 complete. Error: 4.184338320046663 Total: 167.3839; Orientation: 0.5144; Line Search: 125.1221
Adding measurement 5ecbc9eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.446e+03, gradient 9.416e-04, dot -0.751; [8729d715-e80c-442c-a194-dd9d769f052f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.184338320046663, 5.672344578430057, 5.900882827118039, 6.148170033469796
LBFGS Accumulation History: 3 points
Removed measurement 5ecbc9eb to history. Total: 3
th(0)=4.184338320046663;dx=-8.867000179347524E-7
New Minimum: 4.184338320046663 > 4.165608620271087
END: th(62675.775145234344)=4.165608620271087; dx=-3.5914890042589443E-7 evalInputDelta=0.01872969977557659
Fitness changed from 4.184338320046663 to 4.165608620271087
Iteration 20 complete. Error: 4.165608620271087 Total: 125.7208; Orientation: 0.5001; Line Search: 83.3448
Final threshold in iteration 21: 4.165608620271087 (> -Infinity) after 3642.257s (< 5400.000s)
