Reset training subject: 1384413494837800
Reset training subject: 1384468786777800
Adding measurement 515fff35 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=6.096707049757242;dx=-6.752003233809979E-6
New Minimum: 6.096707049757242 > 6.0966989398002625
WOLFE (weak): th(2.154434690031884)=6.0966989398002625; dx=-6.719658903177863E-6 evalInputDelta=8.109956979751587E-6
New Minimum: 6.0966989398002625 > 6.096691194921732
WOLFE (weak): th(4.308869380063768)=6.096691194921732; dx=-6.719586978974805E-6 evalInputDelta=1.5854835510253906E-5
New Minimum: 6.096691194921732 > 6.096660405397415
WOLFE (weak): th(12.926608140191302)=6.096660405397415; dx=-6.719369996354386E-6 evalInputDelta=4.6644359827041626E-5
New Minimum: 6.096660405397415 > 6.096520282328129
WOLFE (weak): th(51.70643256076521)=6.096520282328129; dx=-6.718188284665187E-6 evalInputDelta=1.8676742911338806E-4
New Minimum: 6.096520282328129 > 6.095773741602898
WOLFE (weak): th(258.53216280382605)=6.095773741602898; dx=-6.716652503936111E-6 evalInputDelta=9.333081543445587E-4
New Minimum: 6.095773741602898 > 6.091117262840271
WOLFE (weak): th(1551.1929768229563)=6.091117262840271; dx=-6.690572003726155E-6 evalInputDelta=0.005589786916971207
New Minimum: 6.091117262840271 > 6.05807001888752
WOLFE (weak): th(10858.350837760694)=6.05807001888752; dx=-6.5031051396343546E-6 evalInputDelta=0.038637030869722366
New Minimum: 6.05807001888752 > 5.825616173446178
END: th(86866.80670208555)=5.825616173446178; dx=-4.893878099444137E-6 evalInputDelta=0.27109087631106377
Fitness changed from 6.096707049757242 to 5.825616173446178
Iteration 1 complete. Error: 5.825616173446178 Total: 567.5241; Orientation: 0.0812; Line Search: 419.5606
Iteration 1
Adding measurement 4b1b2255 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.825616173446178;dx=-4.332803884488959E-6
New Minimum: 5.825616173446178 > 5.463274497538805
END: th(187148.86177126726)=5.463274497538805; dx=-2.95210268029249E-6 evalInputDelta=0.36234167590737343
Fitness changed from 5.825616173446178 to 5.463274497538805
Iteration 2 complete. Error: 5.463274497538805 Total: 140.1661; Orientation: 0.0825; Line Search: 93.2890
Iteration 2
Adding measurement 736f2fb8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.463274497538805;dx=-2.7816767457217506E-6
New Minimum: 5.463274497538805 > 5.02986802905798
END: th(403200.00000000006)=5.02986802905798; dx=-1.5576500776817059E-6 evalInputDelta=0.4334064684808254
Fitness changed from 5.463274497538805 to 5.02986802905798
Iteration 3 complete. Error: 5.02986802905798 Total: 138.0796; Orientation: 0.0801; Line Search: 92.6704
Iteration 3
Adding measurement 78f35e39 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.895e+03, gradient 1.257e-03, dot -0.948; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.096707049757242, 5.825616173446178, 5.463274497538805, 5.02986802905798
LBFGS Accumulation History: 3 points
Removed measurement 515fff35 to history. Total: 4
th(0)=5.02986802905798;dx=-1.5808296767920265E-6
New Minimum: 5.02986802905798 > 4.542089261114597
END: th(868668.0670208557)=4.542089261114597; dx=-7.686362139334322E-7 evalInputDelta=0.48777876794338226
Fitness changed from 5.02986802905798 to 4.542089261114597
Iteration 4 complete. Error: 4.542089261114597 Total: 141.0619; Orientation: 2.3419; Line Search: 92.8174
Iteration 4
Adding measurement 691a5c3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.921e+03, gradient 1.452e-03, dot -0.667; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.825616173446178, 5.463274497538805, 5.02986802905798, 4.542089261114597
LBFGS Accumulation History: 3 points
Removed measurement 4b1b2255 to history. Total: 4
th(0)=4.542089261114597;dx=-2.109134830672229E-6
New Minimum: 4.542089261114597 > 3.995510220527649
END: th(1871488.617712673)=3.995510220527649; dx=-3.620909918508937E-7 evalInputDelta=0.5465790405869484
Fitness changed from 4.542089261114597 to 3.995510220527649
Iteration 5 complete. Error: 3.995510220527649 Total: 141.0837; Orientation: 2.3463; Line Search: 91.9852
Iteration 5
Adding measurement 6130a6f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.707e+03, gradient 1.237e-03, dot -0.716; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.463274497538805, 5.02986802905798, 4.542089261114597, 3.995510220527649
LBFGS Accumulation History: 3 points
Removed measurement 736f2fb8 to history. Total: 4
th(0)=3.995510220527649;dx=-1.53016555528307E-6
New Minimum: 3.995510220527649 > 3.5210079178214073
END: th(4032000.0000000014)=3.5210079178214073; dx=-8.935042904135928E-8 evalInputDelta=0.4745023027062416
Fitness changed from 3.995510220527649 to 3.5210079178214073
Iteration 6 complete. Error: 3.5210079178214073 Total: 141.8659; Orientation: 2.3524; Line Search: 93.3069
Adding measurement bc88295 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.943e+03, gradient 1.645e-03, dot -0.568; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.02986802905798, 4.542089261114597, 3.995510220527649, 3.5210079178214073
LBFGS Accumulation History: 3 points
Removed measurement 78f35e39 to history. Total: 4
th(0)=3.5210079178214073;dx=-2.7066531323599078E-6
Armijo: th(8686680.670208558)=4.1484114564955235; dx=2.462850543561017E-7 evalInputDelta=-0.6274035386741161
New Minimum: 3.5210079178214073 > 3.5057121366262436
WOLF (strong): th(4343340.335104279)=3.5057121366262436; dx=2.4901205213338393E-7 evalInputDelta=0.015295781195163727
New Minimum: 3.5057121366262436 > 3.15172266587615
WOLF (strong): th(1447780.1117014263)=3.15172266587615; dx=1.9593503247475386E-8 evalInputDelta=0.3692852519452572
END: th(361945.0279253566)=3.277138091623783; dx=-6.772741742135521E-7 evalInputDelta=0.2438698261976242
Fitness changed from 3.5210079178214073 to 3.15172266587615
Iteration 7 complete. Error: 3.15172266587615 Total: 275.7852; Orientation: 2.3544; Line Search: 227.9525
Adding measurement 7f20dfd5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.831e+03, gradient 1.097e-03, dot -0.698; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.542089261114597, 3.995510220527649, 3.5210079178214073, 3.15172266587615
LBFGS Accumulation History: 3 points
Removed measurement 691a5c3a to history. Total: 4
th(0)=3.15172266587615;dx=-1.2034579920465994E-6
New Minimum: 3.15172266587615 > 2.921807512640953
END: th(779786.9240469472)=2.921807512640953; dx=-2.2846427942255626E-7 evalInputDelta=0.22991515323519707
Fitness changed from 3.15172266587615 to 2.921807512640953
Iteration 8 complete. Error: 2.921807512640953 Total: 140.4704; Orientation: 2.3548; Line Search: 91.2117
Adding measurement 7fb02606 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.341e+03, gradient 7.108e-04, dot -0.684; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.995510220527649, 3.5210079178214073, 3.15172266587615, 2.921807512640953
LBFGS Accumulation History: 3 points
Removed measurement 6130a6f5 to history. Total: 4
th(0)=2.921807512640953;dx=-5.052716616321903E-7
New Minimum: 2.921807512640953 > 2.70518409460783
END: th(1680000.0000000007)=2.70518409460783; dx=-1.0036082700003255E-7 evalInputDelta=0.21662341803312302
Fitness changed from 2.921807512640953 to 2.70518409460783
Iteration 9 complete. Error: 2.70518409460783 Total: 140.9779; Orientation: 2.3547; Line Search: 92.3524
Adding measurement 1f6ba47b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.672e+03, gradient 8.553e-04, dot -0.607; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5210079178214073, 3.15172266587615, 2.921807512640953, 2.70518409460783
LBFGS Accumulation History: 3 points
Removed measurement bc88295 to history. Total: 4
th(0)=2.70518409460783;dx=-7.316043190296173E-7
New Minimum: 2.70518409460783 > 2.7002955116331577
WOLF (strong): th(3619450.279253566)=2.7002955116331577; dx=5.961753450650708E-8 evalInputDelta=0.0048885829746723175
New Minimum: 2.7002955116331577 > 2.6008127331733704
WOLF (strong): th(1809725.139626783)=2.6008127331733704; dx=7.752625186492584E-8 evalInputDelta=0.10437136143445969
New Minimum: 2.6008127331733704 > 2.578276015818119
END: th(603241.7132089277)=2.578276015818119; dx=-1.7080901802732165E-7 evalInputDelta=0.126908078789711
Fitness changed from 2.70518409460783 to 2.578276015818119
Iteration 10 complete. Error: 2.578276015818119 Total: 233.4517; Orientation: 2.3571; Line Search: 186.6946
Iteration 10
Adding measurement 4acdf6e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.647e+03, gradient 5.623e-04, dot -0.783; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.15172266587615, 2.921807512640953, 2.70518409460783, 2.578276015818119
LBFGS Accumulation History: 3 points
Removed measurement 7f20dfd5 to history. Total: 4
th(0)=2.578276015818119;dx=-3.1622865194906653E-7
New Minimum: 2.578276015818119 > 2.435011103749275
END: th(1299644.8734115786)=2.435011103749275; dx=-1.3918892963103848E-7 evalInputDelta=0.14326491206884384
Fitness changed from 2.578276015818119 to 2.435011103749275
Iteration 11 complete. Error: 2.435011103749275 Total: 140.3303; Orientation: 2.3783; Line Search: 91.7320
Adding measurement 6ec77cab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.604e+03, gradient 6.818e-04, dot -0.641; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.921807512640953, 2.70518409460783, 2.578276015818119, 2.435011103749275
LBFGS Accumulation History: 3 points
Removed measurement 7fb02606 to history. Total: 4
th(0)=2.435011103749275;dx=-4.6485232088394027E-7
New Minimum: 2.435011103749275 > 2.3471030481159687
WOLF (strong): th(2800000.0000000014)=2.3471030481159687; dx=1.7968938518143908E-8 evalInputDelta=0.0879080556333065
New Minimum: 2.3471030481159687 > 2.331275798380375
END: th(1400000.0000000007)=2.331275798380375; dx=-3.744822427480483E-8 evalInputDelta=0.1037353053689003
Fitness changed from 2.435011103749275 to 2.331275798380375
Iteration 12 complete. Error: 2.331275798380375 Total: 188.0494; Orientation: 2.3825; Line Search: 139.9051
Adding measurement 8d52313 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.789e+03, gradient 7.259e-04, dot -0.628; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.70518409460783, 2.578276015818119, 2.435011103749275, 2.331275798380375
LBFGS Accumulation History: 3 points
Removed measurement 1f6ba47b to history. Total: 4
th(0)=2.331275798380375;dx=-5.26873650943693E-7
Armijo: th(3016208.566044639)=2.5597615651786327; dx=3.812103695764522E-7 evalInputDelta=-0.22848576679825783
New Minimum: 2.331275798380375 > 2.2635438479483128
WOLF (strong): th(1508104.2830223194)=2.2635438479483128; dx=1.6833794681244054E-7 evalInputDelta=0.06773195043206215
New Minimum: 2.2635438479483128 > 2.2436589673161507
END: th(502701.4276741065)=2.2436589673161507; dx=-1.9516106365052826E-7 evalInputDelta=0.08761683106422424
Fitness changed from 2.331275798380375 to 2.2436589673161507
Iteration 13 complete. Error: 2.2436589673161507 Total: 233.8735; Orientation: 2.3673; Line Search: 186.2215
Adding measurement 3bf52f8f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.284e+03, gradient 4.677e-04, dot -0.843; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.578276015818119, 2.435011103749275, 2.331275798380375, 2.2436589673161507
LBFGS Accumulation History: 3 points
Removed measurement 4acdf6e7 to history. Total: 4
th(0)=2.2436589673161507;dx=-2.1871577497490508E-7
New Minimum: 2.2436589673161507 > 2.144193135201931
END: th(1083037.3945096491)=2.144193135201931; dx=-1.5366821629033006E-7 evalInputDelta=0.09946583211421967
Fitness changed from 2.2436589673161507 to 2.144193135201931
Iteration 14 complete. Error: 2.144193135201931 Total: 142.5164; Orientation: 2.3873; Line Search: 93.9241
Adding measurement b666366 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.297e+03, gradient 4.616e-04, dot -0.857; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.435011103749275, 2.331275798380375, 2.2436589673161507, 2.144193135201931
LBFGS Accumulation History: 3 points
Removed measurement 6ec77cab to history. Total: 4
th(0)=2.144193135201931;dx=-2.1303246260563394E-7
New Minimum: 2.144193135201931 > 1.9893104285001755
END: th(2333333.333333335)=1.9893104285001755; dx=-1.0610007497402449E-7 evalInputDelta=0.15488270670175552
Fitness changed from 2.144193135201931 to 1.9893104285001755
Iteration 15 complete. Error: 1.9893104285001755 Total: 142.6492; Orientation: 2.3714; Line Search: 92.9390
Iteration 15
Adding measurement 8d23cd8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.490e+03, gradient 5.238e-04, dot -0.705; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.331275798380375, 2.2436589673161507, 2.144193135201931, 1.9893104285001755
LBFGS Accumulation History: 3 points
Removed measurement 8d52313 to history. Total: 4
th(0)=1.9893104285001755;dx=-2.743678539220782E-7
Armijo: th(5027014.276741066)=2.0378951728343964; dx=6.402351927384219E-8 evalInputDelta=-0.048584744334220886
New Minimum: 1.9893104285001755 > 1.923145692795515
WOLF (strong): th(2513507.138370533)=1.923145692795515; dx=4.291346448428079E-8 evalInputDelta=0.06616473570466042
New Minimum: 1.923145692795515 > 1.9156893268227577
END: th(837835.7127901777)=1.9156893268227577; dx=-9.522138275093337E-8 evalInputDelta=0.07362110167741776
Fitness changed from 1.9893104285001755 to 1.9156893268227577
Iteration 16 complete. Error: 1.9156893268227577 Total: 235.1809; Orientation: 2.3584; Line Search: 186.2835
Adding measurement 52ab003b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.544e+03, gradient 4.605e-04, dot -0.729; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2436589673161507, 2.144193135201931, 1.9893104285001755, 1.9156893268227577
LBFGS Accumulation History: 3 points
Removed measurement 3bf52f8f to history. Total: 4
th(0)=1.9156893268227577;dx=-2.1207250176360747E-7
New Minimum: 1.9156893268227577 > 1.8317212238907814
END: th(1805062.3241827488)=1.8317212238907814; dx=-3.6194301413787704E-8 evalInputDelta=0.08396810293197632
Fitness changed from 1.9156893268227577 to 1.8317212238907814
Iteration 17 complete. Error: 1.8317212238907814 Total: 141.0421; Orientation: 2.3794; Line Search: 93.2129
Adding measurement 1c97c3bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.167e+03, gradient 6.247e-04, dot -0.546; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.144193135201931, 1.9893104285001755, 1.9156893268227577, 1.8317212238907814
LBFGS Accumulation History: 3 points
Removed measurement b666366 to history. Total: 4
th(0)=1.8317212238907814;dx=-3.9020562815947356E-7
Armijo: th(3888888.8888888923)=2.116500958800316; dx=2.169246614672101E-7 evalInputDelta=-0.28477973490953445
Armijo: th(1944444.4444444461)=1.8512026965618134; dx=2.026843668122183E-7 evalInputDelta=-0.019481472671031952
New Minimum: 1.8317212238907814 > 1.76310196518898
END: th(648148.1481481487)=1.76310196518898; dx=-5.696507924077075E-8 evalInputDelta=0.0686192587018013
Fitness changed from 1.8317212238907814 to 1.76310196518898
Iteration 18 complete. Error: 1.76310196518898 Total: 235.1791; Orientation: 2.3674; Line Search: 187.1298
Adding measurement 3a225534 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.598e+03, gradient 4.277e-04, dot -0.731; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9893104285001755, 1.9156893268227577, 1.8317212238907814, 1.76310196518898
LBFGS Accumulation History: 3 points
Removed measurement 8d23cd8 to history. Total: 4
th(0)=1.76310196518898;dx=-1.8292874343107654E-7
New Minimum: 1.76310196518898 > 1.6972579658031464
END: th(1396392.8546502963)=1.6972579658031464; dx=-3.300959127659334E-8 evalInputDelta=0.06584399938583374
Fitness changed from 1.76310196518898 to 1.6972579658031464
Iteration 19 complete. Error: 1.6972579658031464 Total: 140.5054; Orientation: 2.3610; Line Search: 92.3871
Adding measurement 112a50a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.817e+03, gradient 5.748e-04, dot -0.559; [eaacc438-f5ef-496b-8213-4d011221f200 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9156893268227577, 1.8317212238907814, 1.76310196518898, 1.6972579658031464
LBFGS Accumulation History: 3 points
Removed measurement 52ab003b to history. Total: 4
th(0)=1.6972579658031464;dx=-3.303575822662952E-7
Armijo: th(3008437.2069712486)=1.8289607614278793; dx=1.8116783923011796E-7 evalInputDelta=-0.13170279562473297
New Minimum: 1.6972579658031464 > 1.6798963248729706
WOLF (strong): th(1504218.6034856243)=1.6798963248729706; dx=1.2143505056344727E-7 evalInputDelta=0.01736164093017578
New Minimum: 1.6798963248729706 > 1.650613147765398
END: th(501406.20116187475)=1.650613147765398; dx=-7.379178564476401E-8 evalInputDelta=0.04664481803774834
Fitness changed from 1.6972579658031464 to 1.650613147765398
Iteration 20 complete. Error: 1.650613147765398 Total: 235.6687; Orientation: 2.3648; Line Search: 186.7924
Iteration 20
Final threshold in iteration 21: 1.650613147765398 (> -Infinity) after 3895.544s (< 5400.000s)