Reset training subject: 629077013584100
Reset training subject: 629093402623100
Adding measurement 5ffd310b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.2080586403608322;dx=-2.8329471779372614E-6
New Minimum: 1.2080586403608322 > 1.208051636815071
END: th(2.154434690031884)=1.208051636815071; dx=-2.488823692174531E-6 evalInputDelta=7.0035457611083984E-6
Fitness changed from 1.2080586403608322 to 1.208051636815071
Iteration 1 complete. Error: 1.208051636815071 Total: 82.2871; Orientation: 0.0123; Line Search: 33.0417
Adding measurement 11a825a6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.208051636815071;dx=-2.6611514480429345E-6
New Minimum: 1.208051636815071 > 1.2080368250608444
WOLFE (weak): th(4.641588833612779)=1.2080368250608444; dx=-2.6523264688995057E-6 evalInputDelta=1.481175422668457E-5
New Minimum: 1.2080368250608444 > 1.2080221474170685
WOLFE (weak): th(9.283177667225559)=1.2080221474170685; dx=-2.624018692616574E-6 evalInputDelta=2.9489398002624512E-5
New Minimum: 1.2080221474170685 > 1.2079625576734543
WOLFE (weak): th(27.849533001676676)=1.2079625576734543; dx=-2.6491201538864665E-6 evalInputDelta=8.907914161682129E-5
New Minimum: 1.2079625576734543 > 1.2076948285102844
WOLFE (weak): th(111.3981320067067)=1.2076948285102844; dx=-2.6580317154173778E-6 evalInputDelta=3.5680830478668213E-4
New Minimum: 1.2076948285102844 > 1.2062667608261108
WOLFE (weak): th(556.9906600335335)=1.2062667608261108; dx=-2.6366899322531273E-6 evalInputDelta=0.0017848759889602661
New Minimum: 1.2062667608261108 > 1.1973429769277573
WOLFE (weak): th(3341.9439602012008)=1.1973429769277573; dx=-2.6348200289994285E-6 evalInputDelta=0.010708659887313843
New Minimum: 1.1973429769277573 > 1.1334583163261414
WOLFE (weak): th(23393.607721408407)=1.1334583163261414; dx=-2.4267122661824037E-6 evalInputDelta=0.07459332048892975
New Minimum: 1.1334583163261414 > 0.6536208987236023
END: th(187148.86177126726)=0.6536208987236023; dx=-2.157160613305415E-6 evalInputDelta=0.5544307380914688
Fitness changed from 1.208051636815071 to 0.6536208987236023
Iteration 2 complete. Error: 0.6536208987236023 Total: 165.5633; Orientation: 0.0120; Line Search: 148.5238
Adding measurement 6e7f4556 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6536208987236023;dx=-2.0331830331424164E-6
New Minimum: 0.6536208987236023 > -0.15784798562526703
END: th(403200.00000000006)=-0.15784798562526703; dx=-1.1570076688753204E-6 evalInputDelta=0.8114688843488693
Fitness changed from 0.6536208987236023 to -0.15784798562526703
Iteration 3 complete. Error: -0.15784798562526703 Total: 49.2627; Orientation: 0.1501; Line Search: 32.8084
Adding measurement 170f0191 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.370e+03, gradient 1.078e-03, dot -0.692; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.15784798562526703, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 170f0191 to history. Total: 3
th(0)=-0.15784798562526703;dx=-1.1160861604001233E-6
New Minimum: -0.15784798562526703 > -1.0674995854496956
END: th(868668.0670208557)=-1.0674995854496956; dx=-5.736765921502352E-7 evalInputDelta=0.9096515998244286
Fitness changed from -0.15784798562526703 to -1.0674995854496956
Iteration 4 complete. Error: -1.0674995854496956 Total: 49.7678; Orientation: 0.1976; Line Search: 33.3373
Adding measurement 234442bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.373e+03, gradient 7.718e-04, dot -0.589; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0674995854496956, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 234442bf to history. Total: 3
th(0)=-1.0674995854496956;dx=-5.833030936877753E-7
New Minimum: -1.0674995854496956 > -1.8742664381861687
END: th(1871488.617712673)=-1.8742664381861687; dx=-1.873100102807863E-7 evalInputDelta=0.8067668527364731
Fitness changed from -1.0674995854496956 to -1.8742664381861687
Iteration 5 complete. Error: -1.8742664381861687 Total: 49.7584; Orientation: 0.1887; Line Search: 33.0573
Adding measurement 69e0695a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.359e+03, gradient 8.256e-04, dot -0.342; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8742664381861687, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 69e0695a to history. Total: 3
th(0)=-1.8742664381861687;dx=-6.723787129407082E-7
Armijo: th(4032000.0000000014)=-1.1358989477157593; dx=2.3337445916913883E-7 evalInputDelta=-0.7383674904704094
Armijo: th(2016000.0000000007)=-1.6966267749667168; dx=3.239089915519325E-7 evalInputDelta=-0.1776396632194519
New Minimum: -1.8742664381861687 > -2.085204429924488
WOLF (strong): th(672000.0000000002)=-2.085204429924488; dx=7.699090443097809E-8 evalInputDelta=0.2109379917383194
END: th(168000.00000000006)=-1.984796717762947; dx=-4.430381871806969E-7 evalInputDelta=0.11053027957677841
Fitness changed from -1.8742664381861687 to -2.085204429924488
Iteration 6 complete. Error: -2.085204429924488 Total: 99.2942; Orientation: 0.2918; Line Search: 82.5807
Adding measurement 2d82846a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.033e+03, gradient 6.637e-04, dot -0.313; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.085204429924488, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 2d82846a to history. Total: 3
th(0)=-2.085204429924488;dx=-4.33582630581413E-7
New Minimum: -2.085204429924488 > -2.201309487223625
END: th(361945.0279253566)=-2.201309487223625; dx=-1.2283618736138684E-7 evalInputDelta=0.11610505729913712
Fitness changed from -2.085204429924488 to -2.201309487223625
Iteration 7 complete. Error: -2.201309487223625 Total: 49.4940; Orientation: 0.1826; Line Search: 33.0303
Adding measurement 3c3c3576 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.222e+03, gradient 3.954e-04, dot -0.597; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.201309487223625, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 3c3c3576 to history. Total: 3
th(0)=-2.201309487223625;dx=-1.459662711574176E-7
New Minimum: -2.201309487223625 > -2.3324569314718246
END: th(779786.9240469472)=-2.3324569314718246; dx=-1.1506240004276672E-7 evalInputDelta=0.13114744424819946
Fitness changed from -2.201309487223625 to -2.3324569314718246
Iteration 8 complete. Error: -2.3324569314718246 Total: 50.0540; Orientation: 0.2947; Line Search: 33.0504
Adding measurement 438ae2ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.131e+03, gradient 3.452e-04, dot -0.605; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3324569314718246, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 438ae2ce to history. Total: 3
th(0)=-2.3324569314718246;dx=-1.118776710064467E-7
New Minimum: -2.3324569314718246 > -2.5259413942694664
END: th(1680000.0000000007)=-2.5259413942694664; dx=-6.867102165996915E-8 evalInputDelta=0.19348446279764175
Fitness changed from -2.3324569314718246 to -2.5259413942694664
Iteration 9 complete. Error: -2.5259413942694664 Total: 48.8670; Orientation: 0.1820; Line Search: 32.5383
Adding measurement 66b157b2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.017e+03, gradient 3.433e-04, dot -0.503; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5259413942694664, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 66b157b2 to history. Total: 3
th(0)=-2.5259413942694664;dx=-1.1510681705231977E-7
Armijo: th(3619450.279253566)=-2.381210282444954; dx=1.3215606176418584E-7 evalInputDelta=-0.14473111182451248
New Minimum: -2.5259413942694664 > -2.5774788707494736
WOLF (strong): th(1809725.139626783)=-2.5774788707494736; dx=5.9491513351691965E-8 evalInputDelta=0.05153747648000717
New Minimum: -2.5774788707494736 > -2.5844316333532333
END: th(603241.7132089277)=-2.5844316333532333; dx=-4.4816981328092125E-8 evalInputDelta=0.05849023908376694
Fitness changed from -2.5259413942694664 to -2.5844316333532333
Iteration 10 complete. Error: -2.5844316333532333 Total: 82.6055; Orientation: 0.1823; Line Search: 65.9463
Adding measurement 29347c47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.313e+02, gradient 2.740e-04, dot -0.561; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5844316333532333, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 29347c47 to history. Total: 3
th(0)=-2.5844316333532333;dx=-7.411995860395576E-8
New Minimum: -2.5844316333532333 > -2.665540289133787
END: th(1299644.8734115786)=-2.665540289133787; dx=-3.12199437392634E-8 evalInputDelta=0.08110865578055382
Fitness changed from -2.5844316333532333 to -2.665540289133787
Iteration 11 complete. Error: -2.665540289133787 Total: 49.7355; Orientation: 0.1853; Line Search: 33.1123
Adding measurement 238345d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.875e+02, gradient 3.222e-04, dot -0.439; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.665540289133787, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 238345d3 to history. Total: 3
th(0)=-2.665540289133787;dx=-1.026666434421643E-7
Armijo: th(2800000.0000000014)=-2.5264158360660076; dx=1.565518883457655E-7 evalInputDelta=-0.13912445306777954
New Minimum: -2.665540289133787 > -2.6987038254737854
WOLF (strong): th(1400000.0000000007)=-2.6987038254737854; dx=6.196657447051752E-8 evalInputDelta=0.033163536339998245
New Minimum: -2.6987038254737854 > -2.705764301121235
END: th(466666.6666666669)=-2.705764301121235; dx=-4.25665645398419E-8 evalInputDelta=0.04022401198744774
Fitness changed from -2.665540289133787 to -2.705764301121235
Iteration 12 complete. Error: -2.705764301121235 Total: 82.9466; Orientation: 0.1844; Line Search: 66.3761
Adding measurement 5dcbd764 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.412e+02, gradient 2.148e-04, dot -0.610; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.705764301121235, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 5dcbd764 to history. Total: 3
th(0)=-2.705764301121235;dx=-4.552434681721485E-8
New Minimum: -2.705764301121235 > -2.7578812018036842
END: th(1005402.855348213)=-2.7578812018036842; dx=-3.982097749530616E-8 evalInputDelta=0.05211690068244934
Fitness changed from -2.705764301121235 to -2.7578812018036842
Iteration 13 complete. Error: -2.7578812018036842 Total: 49.4177; Orientation: 0.1848; Line Search: 32.9026
Adding measurement 35a0ad00 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.891e+02, gradient 2.009e-04, dot -0.598; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7578812018036842, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 35a0ad00 to history. Total: 3
th(0)=-2.7578812018036842;dx=-3.930635395102161E-8
New Minimum: -2.7578812018036842 > -2.8465610966086388
END: th(2166074.7890192983)=-2.8465610966086388; dx=-2.7462664492520977E-8 evalInputDelta=0.08867989480495453
Fitness changed from -2.7578812018036842 to -2.8465610966086388
Iteration 14 complete. Error: -2.8465610966086388 Total: 48.3703; Orientation: 0.1838; Line Search: 31.6673
Adding measurement 374ed9dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.791e+02, gradient 2.074e-04, dot -0.465; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8465610966086388, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 374ed9dd to history. Total: 3
th(0)=-2.8465610966086388;dx=-4.2503161388674927E-8
Armijo: th(4666666.66666667)=-2.7819266133010387; dx=4.493953947786457E-8 evalInputDelta=-0.06463448330760002
New Minimum: -2.8465610966086388 > -2.8737509101629257
WOLF (strong): th(2333333.333333335)=-2.8737509101629257; dx=1.7577617789280806E-8 evalInputDelta=0.027189813554286957
New Minimum: -2.8737509101629257 > -2.874206282198429
END: th(777777.7777777783)=-2.874206282198429; dx=-1.7887426113505952E-8 evalInputDelta=0.027645185589790344
Fitness changed from -2.8465610966086388 to -2.874206282198429
Iteration 15 complete. Error: -2.874206282198429 Total: 82.1772; Orientation: 0.1852; Line Search: 65.5478
Adding measurement 32aa3a86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.844e+02, gradient 1.868e-04, dot -0.519; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.874206282198429, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 32aa3a86 to history. Total: 3
th(0)=-2.874206282198429;dx=-3.4237246900117E-8
New Minimum: -2.874206282198429 > -2.914559219032526
END: th(1675671.4255803553)=-2.914559219032526; dx=-5.14515166005536E-9 evalInputDelta=0.04035293683409691
Fitness changed from -2.874206282198429 to -2.914559219032526
Iteration 16 complete. Error: -2.914559219032526 Total: 49.9241; Orientation: 0.2746; Line Search: 33.0591
Adding measurement 32c4b04d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.854e+02, gradient 2.722e-04, dot -0.288; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.914559219032526, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 32c4b04d to history. Total: 3
th(0)=-2.914559219032526;dx=-7.277765502593603E-8
Armijo: th(3610124.6483654976)=-2.6362862177193165; dx=1.3767742787056012E-7 evalInputDelta=-0.27827300131320953
Armijo: th(1805062.3241827488)=-2.883861441165209; dx=8.293029053754927E-8 evalInputDelta=-0.0306977778673172
New Minimum: -2.914559219032526 > -2.941563904285431
END: th(601687.4413942496)=-2.941563904285431; dx=-7.026538532076414E-9 evalInputDelta=0.027004685252904892
Fitness changed from -2.914559219032526 to -2.941563904285431
Iteration 17 complete. Error: -2.941563904285431 Total: 82.8589; Orientation: 0.1840; Line Search: 65.9522
Adding measurement 4e113d62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.424e+02, gradient 1.637e-04, dot -0.527; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.941563904285431, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 4e113d62 to history. Total: 3
th(0)=-2.941563904285431;dx=-2.632495059836718E-8
New Minimum: -2.941563904285431 > -2.9718343876302242
END: th(1296296.2962962973)=-2.9718343876302242; dx=-1.2186564850275676E-8 evalInputDelta=0.03027048334479332
Fitness changed from -2.941563904285431 to -2.9718343876302242
Iteration 18 complete. Error: -2.9718343876302242 Total: 49.9587; Orientation: 0.1829; Line Search: 32.9763
Adding measurement 4359ddff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.708e+02, gradient 1.815e-04, dot -0.410; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9718343876302242, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 4359ddff to history. Total: 3
th(0)=-2.9718343876302242;dx=-3.258477425112589E-8
Armijo: th(2792785.7093005925)=-2.9655566588044167; dx=2.986139141746442E-8 evalInputDelta=-0.006277728825807571
New Minimum: -2.9718343876302242 > -2.9937026388943195
WOLF (strong): th(1396392.8546502963)=-2.9937026388943195; dx=4.210497184820185E-9 evalInputDelta=0.021868251264095306
END: th(465464.2848834321)=-2.9857655689120293; dx=-1.887725927430006E-8 evalInputDelta=0.013931181281805038
Fitness changed from -2.9718343876302242 to -2.9937026388943195
Iteration 19 complete. Error: -2.9937026388943195 Total: 82.3680; Orientation: 0.1818; Line Search: 65.7190
Adding measurement 40d53933 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.359e+02, gradient 2.447e-04, dot -0.331; [a91a4c1f-09fc-45e1-b221-1c3e106722bc = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9937026388943195, 0.6536208987236023, 1.208051636815071, 1.2080586403608322
LBFGS Accumulation History: 3 points
Removed measurement 40d53933 to history. Total: 3
th(0)=-2.9937026388943195;dx=-5.929814646434662E-8
New Minimum: -2.9937026388943195 > -3.0164356902241707
WOLF (strong): th(1002812.4023237495)=-3.0164356902241707; dx=2.0950407077847294E-8 evalInputDelta=0.02273305132985115
New Minimum: -3.0164356902241707 > -3.016442809253931
END: th(501406.20116187475)=-3.016442809253931; dx=-1.8267164339518506E-8 evalInputDelta=0.02274017035961151
Fitness changed from -2.9937026388943195 to -3.016442809253931
Iteration 20 complete. Error: -3.016442809253931 Total: 63.8654; Orientation: 0.1836; Line Search: 47.1262
Final threshold in iteration 21: -3.016442809253931 (> -Infinity) after 1368.576s (< 5400.000s)
