Reset training subject: 909172083414500
Reset training subject: 909172546147300
Adding measurement 47dd7b9a to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.5669799149036407;dx=-1.029998747439374E-6
New Minimum: 1.5669799149036407 > 1.5669785737991333
WOLFE (weak): th(2.154434690031884)=1.5669785737991333; dx=-1.0299730288346564E-6 evalInputDelta=1.341104507446289E-6
New Minimum: 1.5669785737991333 > 1.5669772326946259
WOLFE (weak): th(4.308869380063768)=1.5669772326946259; dx=-1.029970085409071E-6 evalInputDelta=2.682209014892578E-6
New Minimum: 1.5669772326946259 > 1.566971480846405
WOLFE (weak): th(12.926608140191302)=1.566971480846405; dx=-1.0299485680767241E-6 evalInputDelta=8.434057235717773E-6
New Minimum: 1.566971480846405 > 1.566946193575859
WOLFE (weak): th(51.70643256076521)=1.566946193575859; dx=-1.0301579578493423E-6 evalInputDelta=3.3721327781677246E-5
New Minimum: 1.566946193575859 > 1.5668113082647324
WOLFE (weak): th(258.53216280382605)=1.5668113082647324; dx=-1.030324808078514E-6 evalInputDelta=1.6860663890838623E-4
New Minimum: 1.5668113082647324 > 1.5659658312797546
WOLFE (weak): th(1551.1929768229563)=1.5659658312797546; dx=-1.0280068385247058E-6 evalInputDelta=0.0010140836238861084
New Minimum: 1.5659658312797546 > 1.5597572326660156
WOLFE (weak): th(10858.350837760694)=1.5597572326660156; dx=-1.014976721485608E-6 evalInputDelta=0.007222682237625122
New Minimum: 1.5597572326660156 > 1.5047556161880493
END: th(86866.80670208555)=1.5047556161880493; dx=-8.549839180837226E-7 evalInputDelta=0.06222429871559143
Fitness changed from 1.5669799149036407 to 1.5047556161880493
Iteration 1 complete. Error: 1.5047556161880493 Total: 5.4537; Orientation: 0.0036; Line Search: 4.0968
Iteration 1
Adding measurement 717d6487 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.5047556161880493;dx=-1.0958107537246224E-6
New Minimum: 1.5047556161880493 > 1.3617556542158127
END: th(187148.86177126726)=1.3617556542158127; dx=-7.387711433574011E-7 evalInputDelta=0.14299996197223663
Fitness changed from 1.5047556161880493 to 1.3617556542158127
Iteration 2 complete. Error: 1.3617556542158127 Total: 1.3549; Orientation: 0.0044; Line Search: 0.8865
Iteration 2
Adding measurement 4d75dba3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.3617556542158127;dx=-8.739096831089922E-7
New Minimum: 1.3617556542158127 > 1.1279413998126984
END: th(403200.00000000006)=1.1279413998126984; dx=-4.802358262689112E-7 evalInputDelta=0.23381425440311432
Fitness changed from 1.3617556542158127 to 1.1279413998126984
Iteration 3 complete. Error: 1.1279413998126984 Total: 1.3536; Orientation: 0.0036; Line Search: 0.9006
Iteration 3
Adding measurement 5baab8b6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.646e+02, gradient 6.593e-04, dot -0.973; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5669799149036407, 1.5047556161880493, 1.3617556542158127, 1.1279413998126984
LBFGS Accumulation History: 3 points
Removed measurement 47dd7b9a to history. Total: 4
th(0)=1.1279413998126984;dx=-4.3465468262540967E-7
New Minimum: 1.1279413998126984 > 0.8620424419641495
END: th(868668.0670208557)=0.8620424419641495; dx=-2.5231337310450276E-7 evalInputDelta=0.2658989578485489
Fitness changed from 1.1279413998126984 to 0.8620424419641495
Iteration 4 complete. Error: 0.8620424419641495 Total: 1.4542; Orientation: 0.1073; Line Search: 0.8988
Iteration 4
Adding measurement 2ab33a27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.559e+03, gradient 4.622e-04, dot -0.986; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5047556161880493, 1.3617556542158127, 1.1279413998126984, 0.8620424419641495
LBFGS Accumulation History: 3 points
Removed measurement 717d6487 to history. Total: 4
th(0)=0.8620424419641495;dx=-2.136014255146504E-7
New Minimum: 0.8620424419641495 > 0.5661563128232956
END: th(1871488.617712673)=0.5661563128232956; dx=-1.3156671197493785E-7 evalInputDelta=0.2958861291408539
Fitness changed from 0.8620424419641495 to 0.5661563128232956
Iteration 5 complete. Error: 0.5661563128232956 Total: 1.4624; Orientation: 0.1084; Line Search: 0.9022
Iteration 5
Adding measurement 225b8598 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.655e+03, gradient 3.365e-04, dot -0.983; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3617556542158127, 1.1279413998126984, 0.8620424419641495, 0.5661563128232956
LBFGS Accumulation History: 3 points
Removed measurement 4d75dba3 to history. Total: 4
th(0)=0.5661563128232956;dx=-1.1321263334886144E-7
New Minimum: 0.5661563128232956 > 0.23811393976211548
END: th(4032000.0000000014)=0.23811393976211548; dx=-6.481515446234198E-8 evalInputDelta=0.3280423730611801
Fitness changed from 0.5661563128232956 to 0.23811393976211548
Iteration 6 complete. Error: 0.23811393976211548 Total: 1.4686; Orientation: 0.1061; Line Search: 0.9131
Adding measurement 289bca85 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.449e+03, gradient 2.308e-04, dot -0.984; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1279413998126984, 0.8620424419641495, 0.5661563128232956, 0.23811393976211548
LBFGS Accumulation History: 3 points
Removed measurement 5baab8b6 to history. Total: 4
th(0)=0.23811393976211548;dx=-5.3285382565580204E-8
New Minimum: 0.23811393976211548 > -0.05696418881416321
END: th(8686680.670208558)=-0.05696418881416321; dx=-2.4432064057089386E-8 evalInputDelta=0.2950781285762787
Fitness changed from 0.23811393976211548 to -0.05696418881416321
Iteration 7 complete. Error: -0.05696418881416321 Total: 1.4762; Orientation: 0.1075; Line Search: 0.9134
Adding measurement 696fbbdf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.253e+03, gradient 1.362e-04, dot -0.980; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8620424419641495, 0.5661563128232956, 0.23811393976211548, -0.05696418881416321
LBFGS Accumulation History: 3 points
Removed measurement 2ab33a27 to history. Total: 4
th(0)=-0.05696418881416321;dx=-1.8551568980145873E-8
New Minimum: -0.05696418881416321 > -0.23870481550693512
END: th(1.871488617712673E7)=-0.23870481550693512; dx=-6.046344070917623E-9 evalInputDelta=0.1817406266927719
Fitness changed from -0.05696418881416321 to -0.23870481550693512
Iteration 8 complete. Error: -0.23870481550693512 Total: 1.9547; Orientation: 0.1086; Line Search: 1.3970
Adding measurement 218c25b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.774e+03, gradient 7.329e-05, dot -0.943; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5661563128232956, 0.23811393976211548, -0.05696418881416321, -0.23870481550693512
LBFGS Accumulation History: 3 points
Removed measurement 225b8598 to history. Total: 4
th(0)=-0.23870481550693512;dx=-5.3709394315744736E-9
New Minimum: -0.23870481550693512 > -0.3328527510166168
END: th(4.0320000000000015E7)=-0.3328527510166168; dx=-1.3576518643201503E-9 evalInputDelta=0.0941479355096817
Fitness changed from -0.23870481550693512 to -0.3328527510166168
Iteration 9 complete. Error: -0.3328527510166168 Total: 1.4786; Orientation: 0.1124; Line Search: 0.9192
Adding measurement 1e7c2765 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.507e+03, gradient 5.571e-05, dot -0.802; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.23811393976211548, -0.05696418881416321, -0.23870481550693512, -0.3328527510166168
LBFGS Accumulation History: 3 points
Removed measurement 289bca85 to history. Total: 4
th(0)=-0.3328527510166168;dx=-3.1038612450999666E-9
Armijo: th(8.686680670208558E7)=-0.17089301347732544; dx=4.838993755810246E-9 evalInputDelta=-0.16195973753929138
Armijo: th(4.343340335104279E7)=-0.32964037358760834; dx=1.597847101012097E-9 evalInputDelta=-0.003212377429008484
New Minimum: -0.3328527510166168 > -0.35483314096927643
END: th(1.4477801117014265E7)=-0.35483314096927643; dx=-1.0473850559072346E-9 evalInputDelta=0.021980389952659607
Fitness changed from -0.3328527510166168 to -0.35483314096927643
Iteration 10 complete. Error: -0.35483314096927643 Total: 2.3858; Orientation: 0.1195; Line Search: 1.8162
Iteration 10
Adding measurement 22bfbb14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.940e+03, gradient 4.232e-05, dot -0.784; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.05696418881416321, -0.23870481550693512, -0.3328527510166168, -0.35483314096927643
LBFGS Accumulation History: 3 points
Removed measurement 696fbbdf to history. Total: 4
th(0)=-0.35483314096927643;dx=-1.7910154204977104E-9
New Minimum: -0.35483314096927643 > -0.3681573122739792
WOLF (strong): th(3.119147696187789E7)=-0.3681573122739792; dx=5.3709799155832525E-11 evalInputDelta=0.013324171304702759
New Minimum: -0.3681573122739792 > -0.3687223792076111
END: th(1.5595738480938945E7)=-0.3687223792076111; dx=-8.154824421662472E-10 evalInputDelta=0.013889238238334656
Fitness changed from -0.35483314096927643 to -0.3687223792076111
Iteration 11 complete. Error: -0.3687223792076111 Total: 1.9495; Orientation: 0.1070; Line Search: 1.4004
Adding measurement 6e3a9e71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.305e+03, gradient 3.786e-05, dot -0.797; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.23870481550693512, -0.3328527510166168, -0.35483314096927643, -0.3687223792076111
LBFGS Accumulation History: 3 points
Removed measurement 218c25b9 to history. Total: 4
th(0)=-0.3687223792076111;dx=-1.4330430275438523E-9
New Minimum: -0.3687223792076111 > -0.37607574462890625
WOLF (strong): th(3.3600000000000015E7)=-0.37607574462890625; dx=1.5058131684002825E-10 evalInputDelta=0.007353365421295166
New Minimum: -0.37607574462890625 > -0.3790566623210907
END: th(1.6800000000000007E7)=-0.3790566623210907; dx=-5.587431584644351E-10 evalInputDelta=0.010334283113479614
Fitness changed from -0.3687223792076111 to -0.3790566623210907
Iteration 12 complete. Error: -0.3790566623210907 Total: 1.9078; Orientation: 0.1066; Line Search: 1.3545
Adding measurement 3b88b5f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.159e+03, gradient 3.816e-05, dot -0.737; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3328527510166168, -0.35483314096927643, -0.3687223792076111, -0.3790566623210907
LBFGS Accumulation History: 3 points
Removed measurement 1e7c2765 to history. Total: 4
th(0)=-0.3790566623210907;dx=-1.4562229837581652E-9
Armijo: th(3.619450279253566E7)=-0.3697633445262909; dx=9.470817048388936E-10 evalInputDelta=-0.009293317794799805
New Minimum: -0.3790566623210907 > -0.3852917402982712
END: th(1.809725139626783E7)=-0.3852917402982712; dx=-4.447766312852849E-11 evalInputDelta=0.006235077977180481
Fitness changed from -0.3790566623210907 to -0.3852917402982712
Iteration 13 complete. Error: -0.3852917402982712 Total: 1.8935; Orientation: 0.1055; Line Search: 1.3491
Adding measurement 2c1e93ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.026e+03, gradient 4.595e-05, dot -0.592; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.35483314096927643, -0.3687223792076111, -0.3790566623210907, -0.3852917402982712
LBFGS Accumulation History: 3 points
Removed measurement 22bfbb14 to history. Total: 4
th(0)=-0.3852917402982712;dx=-2.1114092639180546E-9
Armijo: th(3.898934620234736E7)=-0.3203709274530411; dx=3.330640618031059E-9 evalInputDelta=-0.0649208128452301
Armijo: th(1.949467310117368E7)=-0.38142943382263184; dx=1.4371852094891505E-9 evalInputDelta=-0.0038623064756393433
New Minimum: -0.3852917402982712 > -0.3925749361515045
END: th(6498224.367057893)=-0.3925749361515045; dx=-9.170990049109762E-10 evalInputDelta=0.007283195853233337
Fitness changed from -0.3852917402982712 to -0.3925749361515045
Iteration 14 complete. Error: -0.3925749361515045 Total: 2.3814; Orientation: 0.1055; Line Search: 1.8309
Adding measurement 38cd4663 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.951e+03, gradient 3.069e-05, dot -0.912; [56d0c476-7614-4751-8687-1aa265313238 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3687223792076111, -0.3790566623210907, -0.3852917402982712, -0.3925749361515045
LBFGS Accumulation History: 3 points
Removed measurement 6e3a9e71 to history. Total: 4
th(0)=-0.3925749361515045;dx=-9.416986176193715E-10
New Minimum: -0.3925749361515045 > -0.3981310725212097
END: th(1.4000000000000007E7)=-0.3981310725212097; dx=-4.066950036441075E-10 evalInputDelta=0.0055561363697052
Fitness changed from -0.3925749361515045 to -0.3981310725212097
Iteration 15 complete. Error: -0.3981310725212097 Total: 1.4513; Orientation: 0.1047; Line Search: 0.9072
Iteration 15
Final threshold in iteration 16: -0.3981310725212097 (> -Infinity) after 29.432s (< 1800.000s)