Reset training subject: 379944075270300
Reset training subject: 379968625524500
Adding measurement 129ab1a6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.2805306017398834;dx=-3.0997174804011095E-6
New Minimum: 2.2805306017398834 > 2.2805259712040424
WOLFE (weak): th(2.154434690031884)=2.2805259712040424; dx=-3.0794070877141937E-6 evalInputDelta=4.630535840988159E-6
New Minimum: 2.2805259712040424 > 2.2805213034152985
WOLFE (weak): th(4.308869380063768)=2.2805213034152985; dx=-3.0734169069381265E-6 evalInputDelta=9.298324584960938E-6
New Minimum: 2.2805213034152985 > 2.280503064393997
WOLFE (weak): th(12.926608140191302)=2.280503064393997; dx=-3.0805220113754045E-6 evalInputDelta=2.753734588623047E-5
New Minimum: 2.280503064393997 > 2.2804207503795624
WOLFE (weak): th(51.70643256076521)=2.2804207503795624; dx=-3.079634494965586E-6 evalInputDelta=1.0985136032104492E-4
New Minimum: 2.2804207503795624 > 2.2799823880195618
WOLFE (weak): th(258.53216280382605)=2.2799823880195618; dx=-3.0795153698498253E-6 evalInputDelta=5.482137203216553E-4
New Minimum: 2.2799823880195618 > 2.277243632823229
WOLFE (weak): th(1551.1929768229563)=2.277243632823229; dx=-3.0744374690261064E-6 evalInputDelta=0.003286968916654587
New Minimum: 2.277243632823229 > 2.2575839944183826
WOLFE (weak): th(10858.350837760694)=2.2575839944183826; dx=-3.0530311423763528E-6 evalInputDelta=0.022946607321500778
New Minimum: 2.2575839944183826 > 2.101004883646965
WOLFE (weak): th(86866.80670208555)=2.101004883646965; dx=-2.9257657265258546E-6 evalInputDelta=0.1795257180929184
New Minimum: 2.101004883646965 > 0.9804457724094391
END: th(781801.26031877)=0.9804457724094391; dx=-1.839513711983289E-6 evalInputDelta=1.3000848293304443
Fitness changed from 2.2805306017398834 to 0.9804457724094391
Iteration 1 complete. Error: 0.9804457724094391 Total: 318.3344; Orientation: 0.0057; Line Search: 244.2676
Adding measurement b9f7924 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.9804457724094391;dx=-1.4371406014376155E-6
New Minimum: 0.9804457724094391 > -0.22475575283169746
END: th(1684339.7559414052)=-0.22475575283169746; dx=-7.942237914815792E-7 evalInputDelta=1.2052015252411366
Fitness changed from 0.9804457724094391 to -0.22475575283169746
Iteration 2 complete. Error: -0.22475575283169746 Total: 72.9548; Orientation: 0.0056; Line Search: 49.8755
Adding measurement 36440d4d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.22475575283169746;dx=-7.08094517853936E-7
New Minimum: -0.22475575283169746 > -1.2358698658645153
END: th(3628800.0)=-1.2358698658645153; dx=-2.9198232975947587E-7 evalInputDelta=1.0111141130328178
Fitness changed from -0.22475575283169746 to -1.2358698658645153
Iteration 3 complete. Error: -1.2358698658645153 Total: 74.3622; Orientation: 0.0055; Line Search: 48.4516
Adding measurement 55ec7f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.216e+03, gradient 5.836e-04, dot -0.781; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2358698658645153, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 55ec7f0 to history. Total: 3
th(0)=-1.2358698658645153;dx=-3.399651867643592E-7
New Minimum: -1.2358698658645153 > -1.9260926824063063
END: th(7818012.6031877)=-1.9260926824063063; dx=-7.641575838632119E-8 evalInputDelta=0.690222816541791
Fitness changed from -1.2358698658645153 to -1.9260926824063063
Iteration 4 complete. Error: -1.9260926824063063 Total: 74.3247; Orientation: 0.1056; Line Search: 48.7234
Adding measurement 49a69322 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.128e+03, gradient 4.214e-04, dot -0.605; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9260926824063063, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 49a69322 to history. Total: 3
th(0)=-1.9260926824063063;dx=-1.774235427834628E-7
New Minimum: -1.9260926824063063 > -2.2217030320316553
WOLF (strong): th(1.684339755941405E7)=-2.2217030320316553; dx=1.247128451687728E-8 evalInputDelta=0.29561034962534904
New Minimum: -2.2217030320316553 > -2.3413891810923815
END: th(8421698.779707026)=-2.3413891810923815; dx=-3.6090903430971125E-8 evalInputDelta=0.4152964986860752
Fitness changed from -1.9260926824063063 to -2.3413891810923815
Iteration 5 complete. Error: -2.3413891810923815 Total: 96.3703; Orientation: 0.1004; Line Search: 73.1146
Adding measurement 140fbc2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.945e+03, gradient 3.753e-04, dot -0.528; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3413891810923815, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 140fbc2f to history. Total: 3
th(0)=-2.3413891810923815;dx=-1.4068723310166364E-7
Armijo: th(1.8144E7)=-2.1975283082574606; dx=4.013217566851881E-8 evalInputDelta=-0.14386087283492088
New Minimum: -2.3413891810923815 > -2.5171727910637856
WOLF (strong): th(9072000.0)=-2.5171727910637856; dx=1.3857853866453795E-8 evalInputDelta=0.17578360997140408
END: th(3024000.0)=-2.5012251045554876; dx=-6.196181945919465E-8 evalInputDelta=0.15983592346310616
Fitness changed from -2.3413891810923815 to -2.5171727910637856
Iteration 6 complete. Error: -2.5171727910637856 Total: 120.0571; Orientation: 0.1045; Line Search: 94.6527
Adding measurement 5573aee5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.368e+03, gradient 4.697e-04, dot -0.475; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.5171727910637856, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 5573aee5 to history. Total: 3
th(0)=-2.5171727910637856;dx=-2.2047421605056785E-7
Armijo: th(6515010.502656417)=-2.458292491734028; dx=2.3652778563245796E-7 evalInputDelta=-0.05888029932975769
New Minimum: -2.5171727910637856 > -2.731112353503704
WOLF (strong): th(3257505.2513282085)=-2.731112353503704; dx=9.862922563752964E-9 evalInputDelta=0.21393956243991852
END: th(1085835.0837760696)=-2.641676554456353; dx=-1.4880550797766115E-7 evalInputDelta=0.12450376339256763
Fitness changed from -2.5171727910637856 to -2.731112353503704
Iteration 7 complete. Error: -2.731112353503704 Total: 118.0147; Orientation: 0.0993; Line Search: 94.8522
Adding measurement 41296dda to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.240e+03, gradient 2.969e-04, dot -0.497; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.731112353503704, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 41296dda to history. Total: 3
th(0)=-2.731112353503704;dx=-8.809427309415652E-8
New Minimum: -2.731112353503704 > -2.809711644425988
END: th(2339360.772140841)=-2.809711644425988; dx=-4.559762229365416E-8 evalInputDelta=0.07859929092228413
Fitness changed from -2.731112353503704 to -2.809711644425988
Iteration 8 complete. Error: -2.809711644425988 Total: 69.6522; Orientation: 0.1005; Line Search: 46.3798
Adding measurement 1cb0a9b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.825e+03, gradient 2.152e-04, dot -0.651; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.809711644425988, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 1cb0a9b9 to history. Total: 3
th(0)=-2.809711644425988;dx=-4.625418208830707E-8
New Minimum: -2.809711644425988 > -2.912657041102648
END: th(5040000.000000001)=-2.912657041102648; dx=-3.592494102920377E-8 evalInputDelta=0.10294539667665958
Fitness changed from -2.809711644425988 to -2.912657041102648
Iteration 9 complete. Error: -2.912657041102648 Total: 71.3269; Orientation: 0.1036; Line Search: 47.7337
Adding measurement 39311fe0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.723e+03, gradient 1.993e-04, dot -0.628; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.912657041102648, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 39311fe0 to history. Total: 3
th(0)=-2.912657041102648;dx=-3.971539229582738E-8
New Minimum: -2.912657041102648 > -3.0580786913633347
END: th(1.0858350837760696E7)=-3.0580786913633347; dx=-1.9470794349714556E-8 evalInputDelta=0.14542165026068687
Fitness changed from -2.912657041102648 to -3.0580786913633347
Iteration 10 complete. Error: -3.0580786913633347 Total: 70.7127; Orientation: 0.0993; Line Search: 46.6691
Adding measurement 4b50f855 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.338e+03, gradient 2.207e-04, dot -0.565; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0580786913633347, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 4b50f855 to history. Total: 3
th(0)=-3.0580786913633347;dx=-4.86860322137426E-8
Armijo: th(2.339360772140841E7)=-2.008747784420848; dx=1.4791658163778492E-7 evalInputDelta=-1.0493309069424868
Armijo: th(1.1696803860704206E7)=-2.894839933142066; dx=7.219836985140398E-8 evalInputDelta=-0.16323875822126865
New Minimum: -3.0580786913633347 > -3.1086201686412096
END: th(3898934.6202347353)=-3.1086201686412096; dx=-5.338154198695206E-9 evalInputDelta=0.05054147727787495
Fitness changed from -3.0580786913633347 to -3.1086201686412096
Iteration 11 complete. Error: -3.1086201686412096 Total: 118.4250; Orientation: 0.0995; Line Search: 94.6200
Adding measurement 5fe812e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.455e+03, gradient 2.133e-04, dot -0.478; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1086201686412096, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 5fe812e5 to history. Total: 3
th(0)=-3.1086201686412096;dx=-4.5378539229229966E-8
New Minimum: -3.1086201686412096 > -3.122096272185445
WOLF (strong): th(8400000.000000002)=-3.122096272185445; dx=2.0286584199785116E-8 evalInputDelta=0.01347610354423523
New Minimum: -3.122096272185445 > -3.155741821974516
END: th(4200000.000000001)=-3.155741821974516; dx=-6.084064976135104E-9 evalInputDelta=0.04712165333330631
Fitness changed from -3.1086201686412096 to -3.155741821974516
Iteration 12 complete. Error: -3.155741821974516 Total: 94.2872; Orientation: 0.1010; Line Search: 69.8555
Adding measurement 18031a68 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.350e+03, gradient 1.917e-04, dot -0.585; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.155741821974516, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 18031a68 to history. Total: 3
th(0)=-3.155741821974516;dx=-3.6747569501621737E-8
Armijo: th(9048625.698133914)=-3.1290605142712593; dx=3.337433161466636E-8 evalInputDelta=-0.026681307703256607
New Minimum: -3.155741821974516 > -3.1943644639104605
END: th(4524312.849066957)=-3.1943644639104605; dx=-1.873690594281479E-9 evalInputDelta=0.03862264193594456
Fitness changed from -3.155741821974516 to -3.1943644639104605
Iteration 13 complete. Error: -3.1943644639104605 Total: 95.8214; Orientation: 0.0989; Line Search: 72.0704
Adding measurement 461c09a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.411e+03, gradient 2.106e-04, dot -0.444; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1943644639104605, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 461c09a to history. Total: 3
th(0)=-3.1943644639104605;dx=-4.432711173444799E-8
Armijo: th(9747336.550586838)=-3.1452528070658445; dx=3.713332118444311E-8 evalInputDelta=-0.049111656844615936
New Minimum: -3.1943644639104605 > -3.229266008362174
WOLF (strong): th(4873668.275293419)=-3.229266008362174; dx=6.511736153225179E-9 evalInputDelta=0.03490154445171356
END: th(1624556.0917644731)=-3.2222469095140696; dx=-2.4878561869230322E-8 evalInputDelta=0.027882445603609085
Fitness changed from -3.1943644639104605 to -3.229266008362174
Iteration 14 complete. Error: -3.229266008362174 Total: 118.8022; Orientation: 0.0973; Line Search: 94.6041
Adding measurement 304ecd62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.544e+03, gradient 2.163e-04, dot -0.508; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.229266008362174, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 304ecd62 to history. Total: 3
th(0)=-3.229266008362174;dx=-4.674907011524764E-8
New Minimum: -3.229266008362174 > -3.2698723319917917
WOLF (strong): th(3500000.0000000014)=-3.2698723319917917; dx=3.1510710684007903E-10 evalInputDelta=0.04060632362961769
END: th(1750000.0000000007)=-3.262809408828616; dx=-2.3460899938309573E-8 evalInputDelta=0.03354340046644211
Fitness changed from -3.229266008362174 to -3.2698723319917917
Iteration 15 complete. Error: -3.2698723319917917 Total: 94.8547; Orientation: 0.0999; Line Search: 71.6042
Adding measurement 85a3a37 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.555e+03, gradient 1.692e-04, dot -0.492; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2698723319917917, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 85a3a37 to history. Total: 3
th(0)=-3.2698723319917917;dx=-2.8606055117897734E-8
New Minimum: -3.2698723319917917 > -3.30173896253109
END: th(3770260.7075557983)=-3.30173896253109; dx=-9.45064939985047E-9 evalInputDelta=0.03186663053929806
Fitness changed from -3.2698723319917917 to -3.30173896253109
Iteration 16 complete. Error: -3.30173896253109 Total: 70.0314; Orientation: 0.4035; Line Search: 46.3669
Adding measurement 702d67da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.188e+03, gradient 1.430e-04, dot -0.624; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.30173896253109, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 702d67da to history. Total: 3
th(0)=-3.30173896253109;dx=-2.0442237472428154E-8
New Minimum: -3.30173896253109 > -3.3297139033675194
END: th(8122780.458822368)=-3.3297139033675194; dx=-6.545504821659257E-10 evalInputDelta=0.027974940836429596
Fitness changed from -3.30173896253109 to -3.3297139033675194
Iteration 17 complete. Error: -3.3297139033675194 Total: 73.2866; Orientation: 0.0997; Line Search: 47.7357
Adding measurement 58dedf1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.150e+03, gradient 2.439e-04, dot -0.352; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3297139033675194, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 58dedf1 to history. Total: 3
th(0)=-3.3297139033675194;dx=-5.942683611657481E-8
Armijo: th(1.750000000000001E7)=-2.6931023821234703; dx=9.294481799671172E-8 evalInputDelta=-0.6366115212440491
Armijo: th(8750000.000000006)=-3.2105296794325113; dx=6.906114373514109E-8 evalInputDelta=-0.11918422393500805
New Minimum: -3.3297139033675194 > -3.3709842525422573
WOLF (strong): th(2916666.6666666684)=-3.3709842525422573; dx=7.744763856109557E-10 evalInputDelta=0.04127034917473793
END: th(729166.6666666671)=-3.349890386685729; dx=-4.241727563417882E-8 evalInputDelta=0.020176483318209648
Fitness changed from -3.3297139033675194 to -3.3709842525422573
Iteration 18 complete. Error: -3.3709842525422573 Total: 140.9842; Orientation: 0.0993; Line Search: 117.3014
Adding measurement 7a243bad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.232e+03, gradient 1.380e-04, dot -0.598; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3709842525422573, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement 7a243bad to history. Total: 3
th(0)=-3.3709842525422573;dx=-1.9037821457044758E-8
New Minimum: -3.3709842525422573 > -3.3834795486181974
END: th(1570941.9614815828)=-3.3834795486181974; dx=-1.4623806990466757E-8 evalInputDelta=0.012495296075940132
Fitness changed from -3.3709842525422573 to -3.3834795486181974
Iteration 19 complete. Error: -3.3834795486181974 Total: 70.2472; Orientation: 0.1048; Line Search: 46.6050
Adding measurement bd396fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.011e+03, gradient 1.177e-04, dot -0.646; [561db6cb-e6b8-4412-9a80-3eb4e09b77ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3834795486181974, -0.22475575283169746, 0.9804457724094391, 2.2805306017398834
LBFGS Accumulation History: 3 points
Removed measurement bd396fc to history. Total: 3
th(0)=-3.3834795486181974;dx=-1.384249696813352E-8
New Minimum: -3.3834795486181974 > -3.4021668527275324
END: th(3384491.8578426535)=-3.4021668527275324; dx=-1.2243779930045317E-8 evalInputDelta=0.018687304109334946
Fitness changed from -3.3834795486181974 to -3.4021668527275324
Iteration 20 complete. Error: -3.4021668527275324 Total: 70.4452; Orientation: 0.1043; Line Search: 46.8215
Final threshold in iteration 21: -3.4021668527275324 (> -Infinity) after 2033.295s (< 5400.000s)
