Reset training subject: 9251393387894
Reset training subject: 9265182762145
Adding measurement 5934d2e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.698573648929596;dx=-7.453797781035381E-7
New Minimum: 5.698573648929596 > 5.698568761348724
WOLFE (weak): th(2.154434690031884)=5.698568761348724; dx=-6.855775410831594E-7 evalInputDelta=4.887580871582031E-6
New Minimum: 5.698568761348724 > 5.698563724756241
END: th(4.308869380063768)=5.698563724756241; dx=-5.750009033815137E-7 evalInputDelta=9.924173355102539E-6
Fitness changed from 5.698573648929596 to 5.698563724756241
Iteration 1 complete. Error: 5.698563724756241 Total: 81.0899; Orientation: 0.0106; Line Search: 40.3155
Adding measurement 4528d2c0 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.698563724756241;dx=-7.257100548861111E-7
New Minimum: 5.698563724756241 > 5.698541890829802
WOLFE (weak): th(9.283177667225559)=5.698541890829802; dx=-7.57556837462445E-7 evalInputDelta=2.183392643928528E-5
New Minimum: 5.698541890829802 > 5.698520187288523
WOLFE (weak): th(18.566355334451117)=5.698520187288523; dx=-6.836103839718295E-7 evalInputDelta=4.353746771812439E-5
New Minimum: 5.698520187288523 > 5.698433101177216
WOLFE (weak): th(55.69906600335335)=5.698433101177216; dx=-7.313814334812815E-7 evalInputDelta=1.3062357902526855E-4
New Minimum: 5.698433101177216 > 5.698041029274464
WOLFE (weak): th(222.7962640134134)=5.698041029274464; dx=-6.780244359299874E-7 evalInputDelta=5.226954817771912E-4
New Minimum: 5.698041029274464 > 5.695950843393803
WOLFE (weak): th(1113.981320067067)=5.695950843393803; dx=-6.936282676651089E-7 evalInputDelta=0.002612881362438202
New Minimum: 5.695950843393803 > 5.682911489158869
WOLFE (weak): th(6683.8879204024015)=5.682911489158869; dx=-7.037782727163122E-7 evalInputDelta=0.015652235597372055
New Minimum: 5.682911489158869 > 5.590488199144602
WOLFE (weak): th(46787.215442816814)=5.590488199144602; dx=-6.645486250398843E-7 evalInputDelta=0.10807552561163902
New Minimum: 5.590488199144602 > 5.049628756940365
END: th(374297.7235425345)=5.049628756940365; dx=-3.4828471276286766E-7 evalInputDelta=0.648934967815876
Fitness changed from 5.698563724756241 to 5.049628756940365
Iteration 2 complete. Error: 5.049628756940365 Total: 134.8673; Orientation: 0.0105; Line Search: 121.3118
Adding measurement 543d9e3f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.049628756940365;dx=-4.2482593464993605E-7
New Minimum: 5.049628756940365 > 4.51912447437644
END: th(806400.0000000001)=4.51912447437644; dx=-7.204560705793676E-8 evalInputDelta=0.5305042825639248
Fitness changed from 5.049628756940365 to 4.51912447437644
Iteration 3 complete. Error: 4.51912447437644 Total: 40.9031; Orientation: 0.0102; Line Search: 27.2280
Adding measurement 3c45d651 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.390e+02, gradient 8.507e-04, dot -0.173; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.51912447437644, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 3c45d651 to history. Total: 3
th(0)=4.51912447437644;dx=-4.027304154063167E-7
Armijo: th(1737336.1340417115)=5.2319727428257465; dx=1.7963769528112154E-7 evalInputDelta=-0.7128482684493065
New Minimum: 4.51912447437644 > 4.484618671238422
WOLF (strong): th(868668.0670208557)=4.484618671238422; dx=8.462021308201318E-8 evalInputDelta=0.034505803138017654
New Minimum: 4.484618671238422 > 4.1765672117471695
END: th(289556.02234028524)=4.1765672117471695; dx=-1.2604310181235585E-7 evalInputDelta=0.34255726262927055
Fitness changed from 4.51912447437644 to 4.1765672117471695
Iteration 4 complete. Error: 4.1765672117471695 Total: 67.9146; Orientation: 0.2704; Line Search: 54.0900
Adding measurement 240982bd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.644e+02, gradient 7.788e-04, dot -0.233; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.1765672117471695, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 240982bd to history. Total: 3
th(0)=4.1765672117471695;dx=-2.828261346692059E-7
New Minimum: 4.1765672117471695 > 4.023971863090992
END: th(623829.5392375577)=4.023971863090992; dx=-4.0665202379520694E-8 evalInputDelta=0.15259534865617752
Fitness changed from 4.1765672117471695 to 4.023971863090992
Iteration 5 complete. Error: 4.023971863090992 Total: 40.7729; Orientation: 0.3526; Line Search: 26.8924
Adding measurement 49e51087 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.019e+03, gradient 7.937e-04, dot -0.234; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.023971863090992, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 49e51087 to history. Total: 3
th(0)=4.023971863090992;dx=-3.834183104924616E-7
Armijo: th(1344000.0000000005)=4.716592270880938; dx=1.1407889932297806E-7 evalInputDelta=-0.6926204077899456
Armijo: th(672000.0000000002)=4.08684116974473; dx=1.1221264929341158E-7 evalInputDelta=-0.06286930665373802
New Minimum: 4.023971863090992 > 3.8116536512970924
END: th(224000.0000000001)=3.8116536512970924; dx=-1.2643468877682227E-7 evalInputDelta=0.21231821179389954
Fitness changed from 4.023971863090992 to 3.8116536512970924
Iteration 6 complete. Error: 3.8116536512970924 Total: 67.9514; Orientation: 0.2325; Line Search: 54.1628
Adding measurement 4c6848f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.222e+03, gradient 7.253e-04, dot -0.274; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8116536512970924, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 4c6848f to history. Total: 3
th(0)=3.8116536512970924;dx=-3.413258300922599E-7
New Minimum: 3.8116536512970924 > 3.732783980667591
END: th(482593.37056714215)=3.732783980667591; dx=-8.317943838330097E-8 evalInputDelta=0.07886967062950134
Fitness changed from 3.8116536512970924 to 3.732783980667591
Iteration 7 complete. Error: 3.732783980667591 Total: 40.9496; Orientation: 0.2338; Line Search: 26.9162
Adding measurement 7ba5bacb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.456e+03, gradient 7.858e-04, dot -0.262; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.732783980667591, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 7ba5bacb to history. Total: 3
th(0)=3.732783980667591;dx=-3.5351101792478134E-7
Armijo: th(1039715.898729263)=4.319870822131634; dx=6.985986725040323E-8 evalInputDelta=-0.5870868414640427
Armijo: th(519857.9493646315)=3.818278569728136; dx=8.236999609831997E-8 evalInputDelta=-0.08549458906054497
New Minimum: 3.732783980667591 > 3.5932868495583534
END: th(173285.98312154383)=3.5932868495583534; dx=-2.0825205514829857E-7 evalInputDelta=0.13949713110923767
Fitness changed from 3.732783980667591 to 3.5932868495583534
Iteration 8 complete. Error: 3.5932868495583534 Total: 67.8723; Orientation: 0.2590; Line Search: 54.0654
Adding measurement 1fde7242 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 7.187e-04, dot -0.245; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5932868495583534, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 1fde7242 to history. Total: 3
th(0)=3.5932868495583534;dx=-2.19090035706223E-7
New Minimum: 3.5932868495583534 > 3.572686769068241
END: th(373333.33333333355)=3.572686769068241; dx=-2.3255729151504227E-8 evalInputDelta=0.020600080490112305
Fitness changed from 3.5932868495583534 to 3.572686769068241
Iteration 9 complete. Error: 3.572686769068241 Total: 40.9922; Orientation: 0.2374; Line Search: 27.0208
Adding measurement 25eddb08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.781e+03, gradient 7.684e-04, dot -0.280; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.572686769068241, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 25eddb08 to history. Total: 3
th(0)=3.572686769068241;dx=-2.702185306421498E-7
Armijo: th(804322.2842785704)=3.8723589330911636; dx=5.0177089404587595E-8 evalInputDelta=-0.2996721640229225
Armijo: th(402161.1421392852)=3.5728621408343315; dx=8.452146926513657E-8 evalInputDelta=-1.7537176609039307E-4
New Minimum: 3.572686769068241 > 3.464186891913414
END: th(134053.71404642842)=3.464186891913414; dx=-2.0735724578261901E-7 evalInputDelta=0.10849987715482712
Fitness changed from 3.572686769068241 to 3.464186891913414
Iteration 10 complete. Error: 3.464186891913414 Total: 67.9574; Orientation: 0.2397; Line Search: 54.0447
Adding measurement 6d2c21cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.821e+03, gradient 6.400e-04, dot -0.333; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.464186891913414, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 6d2c21cb to history. Total: 3
th(0)=3.464186891913414;dx=-2.2036967325637865E-7
New Minimum: 3.464186891913414 > 3.414660654962063
END: th(288809.9718692398)=3.414660654962063; dx=-1.0811093396809656E-7 evalInputDelta=0.049526236951351166
Fitness changed from 3.464186891913414 to 3.414660654962063
Iteration 11 complete. Error: 3.414660654962063 Total: 40.8908; Orientation: 0.2393; Line Search: 27.0965
Adding measurement 2d1e4e09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.148e+03, gradient 6.564e-04, dot -0.341; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.414660654962063, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 2d1e4e09 to history. Total: 3
th(0)=3.414660654962063;dx=-1.9703392050524556E-7
Armijo: th(622222.2222222227)=3.5224638879299164; dx=1.053685561461691E-8 evalInputDelta=-0.10780323296785355
New Minimum: 3.414660654962063 > 3.393439896404743
END: th(311111.11111111136)=3.393439896404743; dx=-4.836416422943086E-8 evalInputDelta=0.02122075855731964
Fitness changed from 3.414660654962063 to 3.393439896404743
Iteration 12 complete. Error: 3.393439896404743 Total: 54.3539; Orientation: 0.2359; Line Search: 40.5559
Adding measurement 73bcca00 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.533e+03, gradient 7.308e-04, dot -0.321; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.393439896404743, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 73bcca00 to history. Total: 3
th(0)=3.393439896404743;dx=-2.3031019422594164E-7
Armijo: th(670268.5702321421)=3.7194699347019196; dx=3.77452002229493E-8 evalInputDelta=-0.32603003829717636
Armijo: th(335134.28511607106)=3.4432440511882305; dx=2.3769114485883092E-8 evalInputDelta=-0.04980415478348732
New Minimum: 3.393439896404743 > 3.334713462740183
END: th(111711.42837202369)=3.334713462740183; dx=-1.5346322262069496E-7 evalInputDelta=0.05872643366456032
Fitness changed from 3.393439896404743 to 3.334713462740183
Iteration 13 complete. Error: 3.334713462740183 Total: 67.6839; Orientation: 0.2541; Line Search: 53.8832
Adding measurement 8c6f0bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.895e+03, gradient 6.287e-04, dot -0.391; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.334713462740183, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 8c6f0bf to history. Total: 3
th(0)=3.334713462740183;dx=-1.9338819818300384E-7
New Minimum: 3.334713462740183 > 3.2977086789906025
END: th(240674.97655769985)=3.2977086789906025; dx=-1.2899787756051768E-7 evalInputDelta=0.03700478374958038
Fitness changed from 3.334713462740183 to 3.2977086789906025
Iteration 14 complete. Error: 3.2977086789906025 Total: 40.9125; Orientation: 0.2415; Line Search: 26.8795
Adding measurement 70c07b71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.126e+03, gradient 6.074e-04, dot -0.404; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2977086789906025, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 70c07b71 to history. Total: 3
th(0)=3.2977086789906025;dx=-1.3724412329014336E-7
Armijo: th(518518.51851851895)=3.367035787552595; dx=-5.5119428557256375E-8 evalInputDelta=-0.06932710856199265
New Minimum: 3.2977086789906025 > 3.2874135188758373
END: th(259259.25925925947)=3.2874135188758373; dx=-1.1715094986354244E-7 evalInputDelta=0.010295160114765167
Fitness changed from 3.2977086789906025 to 3.2874135188758373
Iteration 15 complete. Error: 3.2874135188758373 Total: 54.4004; Orientation: 0.3546; Line Search: 40.3200
Adding measurement 433a9600 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.832e+03, gradient 6.751e-04, dot -0.341; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2874135188758373, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 433a9600 to history. Total: 3
th(0)=3.2874135188758373;dx=-2.2193511110469988E-7
Armijo: th(558557.1418601185)=3.4377807788550854; dx=1.0024848553945614E-8 evalInputDelta=-0.15036725997924805
New Minimum: 3.2874135188758373 > 3.279331862926483
WOLF (strong): th(279278.57093005924)=3.279331862926483; dx=2.0894787367170963E-8 evalInputDelta=0.008081655949354172
New Minimum: 3.279331862926483 > 3.2510720752179623
END: th(93092.85697668641)=3.2510720752179623; dx=-1.3975927061444715E-7 evalInputDelta=0.03634144365787506
Fitness changed from 3.2874135188758373 to 3.2510720752179623
Iteration 16 complete. Error: 3.2510720752179623 Total: 68.1737; Orientation: 0.2576; Line Search: 54.0766
Adding measurement 22a61bb3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.524e+03, gradient 5.943e-04, dot -0.361; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2510720752179623, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 22a61bb3 to history. Total: 3
th(0)=3.2510720752179623;dx=-1.0327113587443781E-7
New Minimum: 3.2510720752179623 > 3.224900983273983
WOLFE (weak): th(200562.48046474988)=3.224900983273983; dx=-1.444318000904706E-7 evalInputDelta=0.026171091943979263
New Minimum: 3.224900983273983 > 3.2231142446398735
WOLFE (weak): th(401124.96092949976)=3.2231142446398735; dx=-9.440902185431411E-8 evalInputDelta=0.02795783057808876
Armijo: th(1203374.8827884994)=3.3963284343481064; dx=-4.163339752000163E-8 evalInputDelta=-0.14525635913014412
Armijo: th(802249.9218589995)=3.27855683863163; dx=-6.484983492528432E-8 evalInputDelta=-0.02748476341366768
WOLFE (weak): th(601687.4413942497)=3.2418909817934036; dx=-9.99635759437889E-8 evalInputDelta=0.00918109342455864
Armijo: th(701968.6816266247)=3.2582816258072853; dx=-6.694812367462023E-8 evalInputDelta=-0.007209550589323044
END: th(651828.0615104372)=3.2495237216353416; dx=-5.894250979247989E-8 evalInputDelta=0.0015483535826206207
Fitness changed from 3.2510720752179623 to 3.2231142446398735
Iteration 17 complete. Error: 3.2231142446398735 Total: 122.6358; Orientation: 0.2386; Line Search: 108.8200
Adding measurement 3ac4843a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.449e+02, gradient 7.640e-04, dot -0.134; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2231142446398735, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 3ac4843a to history. Total: 3
th(0)=3.2231142446398735;dx=-1.4689205973612978E-7
Armijo: th(1404320.9876543223)=4.145412590354681; dx=1.5447745215543633E-7 evalInputDelta=-0.9222983457148075
Armijo: th(702160.4938271611)=3.5286197885870934; dx=1.0273218959348435E-7 evalInputDelta=-0.30550554394721985
New Minimum: 3.2231142446398735 > 3.2189618460834026
WOLF (strong): th(234053.49794238704)=3.2189618460834026; dx=3.712475005827723E-8 evalInputDelta=0.004152398556470871
New Minimum: 3.2189618460834026 > 3.192096784710884
END: th(58513.37448559676)=3.192096784710884; dx=-8.057280874503816E-8 evalInputDelta=0.03101745992898941
Fitness changed from 3.2231142446398735 to 3.192096784710884
Iteration 18 complete. Error: 3.192096784710884 Total: 81.4717; Orientation: 0.2396; Line Search: 67.6768
Adding measurement 762b1b8d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.905e+03, gradient 6.233e-04, dot -0.397; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.192096784710884, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 762b1b8d to history. Total: 3
th(0)=3.192096784710884;dx=-2.2670417085992508E-7
New Minimum: 3.192096784710884 > 3.1728171929717064
END: th(126063.2438225962)=3.1728171929717064; dx=-1.8452712272121302E-7 evalInputDelta=0.019279591739177704
Fitness changed from 3.192096784710884 to 3.1728171929717064
Iteration 19 complete. Error: 3.1728171929717064 Total: 40.8267; Orientation: 0.2398; Line Search: 27.0164
Adding measurement 39a9bbd7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.601e+03, gradient 6.121e-04, dot -0.390; [737faee2-3876-494c-bb57-ed9812ab90e6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1728171929717064, 5.049628756940365, 5.698563724756241, 5.698573648929596
LBFGS Accumulation History: 3 points
Removed measurement 39a9bbd7 to history. Total: 3
th(0)=3.1728171929717064;dx=-1.9120390465165214E-7
New Minimum: 3.1728171929717064 > 3.1607540398836136
END: th(271595.0256293488)=3.1607540398836136; dx=-1.2771682488667923E-7 evalInputDelta=0.012063153088092804
Fitness changed from 3.1728171929717064 to 3.1607540398836136
Iteration 20 complete. Error: 3.1607540398836136 Total: 40.8052; Orientation: 0.2385; Line Search: 27.0014
Final threshold in iteration 21: 3.1607540398836136 (> -Infinity) after 1263.426s (< 5400.000s)
