Reset training subject: 185490119876400
Reset training subject: 185511858429100
Adding measurement 53b46fe4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.994031425565481;dx=-1.0005469065772742E-6
New Minimum: 4.994031425565481 > 4.994028951972723
END: th(2.154434690031884)=4.994028951972723; dx=-8.178230536220857E-7 evalInputDelta=2.473592758178711E-6
Fitness changed from 4.994031425565481 to 4.994028951972723
Iteration 1 complete. Error: 4.994028951972723 Total: 110.7056; Orientation: 0.0054; Line Search: 44.4699
Adding measurement 4c5b205b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.994028951972723;dx=-8.199625382933368E-7
New Minimum: 4.994028951972723 > 4.994023814797401
WOLFE (weak): th(4.641588833612779)=4.994023814797401; dx=-8.123550880403677E-7 evalInputDelta=5.1371753215789795E-6
New Minimum: 4.994023814797401 > 4.994018796831369
WOLFE (weak): th(9.283177667225559)=4.994018796831369; dx=-8.186121276579831E-7 evalInputDelta=1.0155141353607178E-5
New Minimum: 4.994018796831369 > 4.993998542428017
WOLFE (weak): th(27.849533001676676)=4.993998542428017; dx=-8.190380234672688E-7 evalInputDelta=3.0409544706344604E-5
New Minimum: 4.993998542428017 > 4.9939073622226715
WOLFE (weak): th(111.3981320067067)=4.9939073622226715; dx=-8.174033894537128E-7 evalInputDelta=1.2158975005149841E-4
New Minimum: 4.9939073622226715 > 4.993420518934727
WOLFE (weak): th(556.9906600335335)=4.993420518934727; dx=-8.165481160588326E-7 evalInputDelta=6.084330379962921E-4
New Minimum: 4.993420518934727 > 4.990379732102156
WOLFE (weak): th(3341.9439602012008)=4.990379732102156; dx=-8.182346410447009E-7 evalInputDelta=0.0036492198705673218
New Minimum: 4.990379732102156 > 4.968565456569195
WOLFE (weak): th(23393.607721408407)=4.968565456569195; dx=-8.112321541359485E-7 evalInputDelta=0.025463495403528214
New Minimum: 4.968565456569195 > 4.797280427068472
WOLFE (weak): th(187148.86177126726)=4.797280427068472; dx=-7.586108784716361E-7 evalInputDelta=0.1967485249042511
New Minimum: 4.797280427068472 > 3.838762477040291
END: th(1684339.7559414054)=3.838762477040291; dx=-2.939599636571743E-7 evalInputDelta=1.1552664749324322
Fitness changed from 4.994028951972723 to 3.838762477040291
Iteration 2 complete. Error: 3.838762477040291 Total: 255.4956; Orientation: 0.0053; Line Search: 233.1855
Adding measurement 15538269 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.838762477040291;dx=-5.828877213752378E-7
New Minimum: 3.838762477040291 > 2.864468138664961
END: th(3628800.0000000005)=2.864468138664961; dx=-8.826495792759296E-8 evalInputDelta=0.97429433837533
Fitness changed from 3.838762477040291 to 2.864468138664961
Iteration 3 complete. Error: 2.864468138664961 Total: 66.5506; Orientation: 0.0053; Line Search: 44.6022
Adding measurement 274c6ddd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.209e+03, gradient 6.539e-04, dot -0.309; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.864468138664961, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 274c6ddd to history. Total: 3
th(0)=2.864468138664961;dx=-4.1879731184602255E-7
New Minimum: 2.864468138664961 > 2.326903745532036
WOLF (strong): th(7818012.603187701)=2.326903745532036; dx=2.2076168379699733E-8 evalInputDelta=0.537564393132925
New Minimum: 2.326903745532036 > 2.1463495902717113
END: th(3909006.3015938504)=2.1463495902717113; dx=-1.8185263157809195E-8 evalInputDelta=0.7181185483932495
Fitness changed from 2.864468138664961 to 2.1463495902717113
Iteration 4 complete. Error: 2.1463495902717113 Total: 94.8383; Orientation: 0.0750; Line Search: 70.2319
Adding measurement 2e3cbb7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.255e+03, gradient 5.583e-04, dot -0.288; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1463495902717113, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 2e3cbb7a to history. Total: 3
th(0)=2.1463495902717113;dx=-3.0461309489567585E-7
New Minimum: 2.1463495902717113 > 1.960134819149971
WOLF (strong): th(8421698.779707028)=1.960134819149971; dx=3.4578607843040846E-8 evalInputDelta=0.18621477112174034
New Minimum: 1.960134819149971 > 1.660730890929699
WOLF (strong): th(4210849.389853514)=1.660730890929699; dx=2.6439035324789944E-8 evalInputDelta=0.4856186993420124
END: th(1403616.4632845046)=1.7599551901221275; dx=-1.610891740051852E-7 evalInputDelta=0.3863944001495838
Fitness changed from 2.1463495902717113 to 1.660730890929699
Iteration 5 complete. Error: 1.660730890929699 Total: 113.7230; Orientation: 0.0784; Line Search: 91.5629
Adding measurement 1aa20a8b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.996e+03, gradient 4.632e-04, dot -0.258; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.660730890929699, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 1aa20a8b to history. Total: 3
th(0)=1.660730890929699;dx=-2.0971631063547785E-7
New Minimum: 1.660730890929699 > 1.266821127384901
END: th(3024000.0000000005)=1.266821127384901; dx=-1.9510664279462815E-8 evalInputDelta=0.3939097635447979
Fitness changed from 1.660730890929699 to 1.266821127384901
Iteration 6 complete. Error: 1.266821127384901 Total: 66.9087; Orientation: 0.0750; Line Search: 44.3705
Adding measurement 361f639a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.227e+03, gradient 3.281e-04, dot -0.371; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.266821127384901, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 361f639a to history. Total: 3
th(0)=1.266821127384901;dx=-1.0459917009636623E-7
New Minimum: 1.266821127384901 > 1.1038185097277164
WOLF (strong): th(6515010.502656418)=1.1038185097277164; dx=1.1402815691994141E-8 evalInputDelta=0.1630026176571846
New Minimum: 1.1038185097277164 > 1.0755183063447475
END: th(3257505.251328209)=1.0755183063447475; dx=-1.0417365805007626E-8 evalInputDelta=0.1913028210401535
Fitness changed from 1.266821127384901 to 1.0755183063447475
Iteration 7 complete. Error: 1.0755183063447475 Total: 86.6861; Orientation: 0.0751; Line Search: 65.3063
Adding measurement 625dd7f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.263e+03, gradient 3.181e-04, dot -0.362; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0755183063447475, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 625dd7f4 to history. Total: 3
th(0)=1.0755183063447475;dx=-9.791148414629873E-8
New Minimum: 1.0755183063447475 > 0.999708604067564
WOLF (strong): th(7018082.316422524)=0.999708604067564; dx=1.2624430464443867E-8 evalInputDelta=0.07580970227718353
New Minimum: 0.999708604067564 > 0.9339986369013786
WOLF (strong): th(3509041.158211262)=0.9339986369013786; dx=1.0730782057151773E-8 evalInputDelta=0.1415196694433689
END: th(1169680.3860704207)=0.9799294956028461; dx=-5.774700229660484E-8 evalInputDelta=0.0955888107419014
Fitness changed from 1.0755183063447475 to 0.9339986369013786
Iteration 8 complete. Error: 0.9339986369013786 Total: 109.0085; Orientation: 0.0762; Line Search: 86.5495
Adding measurement 1231e0a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.218e+03, gradient 3.232e-04, dot -0.328; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9339986369013786, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 1231e0a3 to history. Total: 3
th(0)=0.9339986369013786;dx=-1.0167824863279959E-7
New Minimum: 0.9339986369013786 > 0.7915330491960049
END: th(2520000.000000001)=0.7915330491960049; dx=-4.111585608630179E-9 evalInputDelta=0.14246558770537376
Fitness changed from 0.9339986369013786 to 0.7915330491960049
Iteration 9 complete. Error: 0.7915330491960049 Total: 65.4536; Orientation: 0.0759; Line Search: 42.8063
Adding measurement 2d5b986d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.280e+03, gradient 2.557e-04, dot -0.406; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7915330491960049, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 2d5b986d to history. Total: 3
th(0)=0.7915330491960049;dx=-6.328120050886151E-8
New Minimum: 0.7915330491960049 > 0.7079843431711197
WOLF (strong): th(5429175.418880349)=0.7079843431711197; dx=7.817637758379504E-9 evalInputDelta=0.08354870602488518
New Minimum: 0.7079843431711197 > 0.6987408921122551
END: th(2714587.7094401745)=0.6987408921122551; dx=-5.86686972065741E-9 evalInputDelta=0.09279215708374977
Fitness changed from 0.7915330491960049 to 0.6987408921122551
Iteration 10 complete. Error: 0.6987408921122551 Total: 86.5132; Orientation: 0.0749; Line Search: 64.9925
Adding measurement 5276bdd0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.348e+03, gradient 2.572e-04, dot -0.396; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6987408921122551, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 5276bdd0 to history. Total: 3
th(0)=0.6987408921122551;dx=-6.396251534251028E-8
New Minimum: 0.6987408921122551 > 0.6374570615589619
WOLF (strong): th(5848401.930352104)=0.6374570615589619; dx=8.518758905870151E-9 evalInputDelta=0.06128383055329323
New Minimum: 0.6374570615589619 > 0.6205460242927074
WOLF (strong): th(2924200.965176052)=0.6205460242927074; dx=5.394642729289364E-9 evalInputDelta=0.07819486781954765
END: th(974733.655058684)=0.6506942547857761; dx=-3.9051270137721426E-8 evalInputDelta=0.04804663732647896
Fitness changed from 0.6987408921122551 to 0.6205460242927074
Iteration 11 complete. Error: 0.6205460242927074 Total: 108.4498; Orientation: 0.0762; Line Search: 86.6963
Adding measurement 73baeab2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.282e+03, gradient 2.691e-04, dot -0.352; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6205460242927074, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 73baeab2 to history. Total: 3
th(0)=0.6205460242927074;dx=-7.03971892195963E-8
New Minimum: 0.6205460242927074 > 0.5413422212004662
END: th(2100000.000000001)=0.5413422212004662; dx=-2.037402206355007E-9 evalInputDelta=0.07920380309224129
Fitness changed from 0.6205460242927074 to 0.5413422212004662
Iteration 12 complete. Error: 0.5413422212004662 Total: 70.7428; Orientation: 0.0760; Line Search: 45.7836
Adding measurement b84dc1d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.339e+03, gradient 2.176e-04, dot -0.433; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5413422212004662, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement b84dc1d to history. Total: 3
th(0)=0.5413422212004662;dx=-4.594512767443949E-8
New Minimum: 0.5413422212004662 > 0.48278748244047165
WOLF (strong): th(4524312.849066958)=0.48278748244047165; dx=6.52221504115062E-9 evalInputDelta=0.05855473875999451
END: th(2262156.424533479)=0.4842148497700691; dx=-5.051885133803166E-9 evalInputDelta=0.057127371430397034
Fitness changed from 0.5413422212004662 to 0.48278748244047165
Iteration 13 complete. Error: 0.48278748244047165 Total: 94.9871; Orientation: 0.0752; Line Search: 71.2242
Adding measurement 546ae5d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.270e+03, gradient 2.861e-04, dot -0.301; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.48278748244047165, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 546ae5d5 to history. Total: 3
th(0)=0.48278748244047165;dx=-7.999529304797984E-8
New Minimum: 0.48278748244047165 > 0.4333856552839279
WOLF (strong): th(4873668.27529342)=0.4333856552839279; dx=2.9388321813951035E-8 evalInputDelta=0.04940182715654373
New Minimum: 0.4333856552839279 > 0.38257236778736115
END: th(2436834.13764671)=0.38257236778736115; dx=-2.628738850258988E-10 evalInputDelta=0.1002151146531105
Fitness changed from 0.48278748244047165 to 0.38257236778736115
Iteration 14 complete. Error: 0.38257236778736115 Total: 89.4739; Orientation: 0.0745; Line Search: 66.6154
Adding measurement c7b66e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.341e+03, gradient 2.105e-04, dot -0.408; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.38257236778736115, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement c7b66e7 to history. Total: 3
th(0)=0.38257236778736115;dx=-4.296032688951333E-8
New Minimum: 0.38257236778736115 > 0.3405711278319359
WOLF (strong): th(5250000.000000003)=0.3405711278319359; dx=1.1311896464045791E-8 evalInputDelta=0.04200123995542526
New Minimum: 0.3405711278319359 > 0.32594703882932663
END: th(2625000.0000000014)=0.32594703882932663; dx=-1.3164677585958535E-9 evalInputDelta=0.056625328958034515
Fitness changed from 0.38257236778736115 to 0.32594703882932663
Iteration 15 complete. Error: 0.32594703882932663 Total: 90.1292; Orientation: 0.0750; Line Search: 67.6152
Adding measurement 1e5d7899 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.298e+03, gradient 2.110e-04, dot -0.388; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.32594703882932663, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 1e5d7899 to history. Total: 3
th(0)=0.32594703882932663;dx=-4.288018104275738E-8
New Minimum: 0.32594703882932663 > 0.3007240295410156
WOLF (strong): th(5655391.061333698)=0.3007240295410156; dx=1.0364561991932888E-8 evalInputDelta=0.025223009288311005
New Minimum: 0.3007240295410156 > 0.27958447486162186
WOLF (strong): th(2827695.530666849)=0.27958447486162186; dx=6.200530650369466E-9 evalInputDelta=0.04636256396770477
END: th(942565.1768889497)=0.2964547500014305; dx=-2.4829587607127837E-8 evalInputDelta=0.029492288827896118
Fitness changed from 0.32594703882932663 to 0.27958447486162186
Iteration 16 complete. Error: 0.27958447486162186 Total: 112.2117; Orientation: 0.0752; Line Search: 89.7788
Adding measurement 5ccfa9cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.368e+03, gradient 2.275e-04, dot -0.357; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.27958447486162186, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 5ccfa9cb to history. Total: 3
th(0)=0.27958447486162186;dx=-5.0470546717021195E-8
New Minimum: 0.27958447486162186 > 0.22978324443101883
WOLF (strong): th(2030695.1147055922)=0.22978324443101883; dx=1.8433957937509466E-9 evalInputDelta=0.04980123043060303
END: th(1015347.5573527961)=0.24366269260644913; dx=-2.726588788230942E-8 evalInputDelta=0.03592178225517273
Fitness changed from 0.27958447486162186 to 0.22978324443101883
Iteration 17 complete. Error: 0.22978324443101883 Total: 89.5497; Orientation: 0.0762; Line Search: 66.7216
Adding measurement 60bb2308 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.364e+03, gradient 1.894e-04, dot -0.419; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.22978324443101883, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 60bb2308 to history. Total: 3
th(0)=0.22978324443101883;dx=-3.451159150550504E-8
New Minimum: 0.22978324443101883 > 0.19417641311883926
END: th(2187500.0000000014)=0.19417641311883926; dx=-4.77912687312282E-10 evalInputDelta=0.035606831312179565
Fitness changed from 0.22978324443101883 to 0.19417641311883926
Iteration 18 complete. Error: 0.19417641311883926 Total: 67.6048; Orientation: 0.0776; Line Search: 44.6884
Adding measurement 77ce29b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.322e+03, gradient 1.956e-04, dot -0.391; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.19417641311883926, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 77ce29b7 to history. Total: 3
th(0)=0.19417641311883926;dx=-3.68451431455111E-8
New Minimum: 0.19417641311883926 > 0.17217020690441132
WOLF (strong): th(4712825.884444749)=0.17217020690441132; dx=9.153630317023794E-9 evalInputDelta=0.022006206214427948
New Minimum: 0.17217020690441132 > 0.1611919030547142
WOLF (strong): th(2356412.9422223745)=0.1611919030547142; dx=5.154252230578358E-9 evalInputDelta=0.03298451006412506
END: th(785470.9807407915)=0.17422904074192047; dx=-2.2529410360542725E-8 evalInputDelta=0.019947372376918793
Fitness changed from 0.19417641311883926 to 0.1611919030547142
Iteration 19 complete. Error: 0.1611919030547142 Total: 112.5530; Orientation: 0.0746; Line Search: 89.6159
Adding measurement 1ca180d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.302e+03, gradient 2.076e-04, dot -0.357; [83d66db1-64f3-4522-9634-a18727278142 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.1611919030547142, 3.838762477040291, 4.994028951972723, 4.994031425565481
LBFGS Accumulation History: 3 points
Removed measurement 1ca180d2 to history. Total: 3
th(0)=0.1611919030547142;dx=-4.191777624214748E-8
New Minimum: 0.1611919030547142 > 0.12699991464614868
END: th(1692245.928921327)=0.12699991464614868; dx=-2.289973944907935E-9 evalInputDelta=0.03419198840856552
Fitness changed from 0.1611919030547142 to 0.12699991464614868
Iteration 20 complete. Error: 0.12699991464614868 Total: 66.7981; Orientation: 0.0767; Line Search: 44.3311
Final threshold in iteration 21: 0.12699991464614868 (> -Infinity) after 1958.385s (< 5400.000s)
