Reset training subject: 1337030401114800
Reset training subject: 1337074000703300
Adding measurement 58c36104 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=6.883337376639247;dx=-4.9086824542370144E-6
New Minimum: 6.883337376639247 > 6.883331434801221
WOLFE (weak): th(2.154434690031884)=6.883331434801221; dx=-4.877739032932398E-6 evalInputDelta=5.941838026046753E-6
New Minimum: 6.883331434801221 > 6.883325330913067
WOLFE (weak): th(4.308869380063768)=6.883325330913067; dx=-4.877501914243836E-6 evalInputDelta=1.2045726180076599E-5
New Minimum: 6.883325330913067 > 6.883302783593535
WOLFE (weak): th(12.926608140191302)=6.883302783593535; dx=-4.877255934505355E-6 evalInputDelta=3.4593045711517334E-5
New Minimum: 6.883302783593535 > 6.88319842889905
WOLFE (weak): th(51.70643256076521)=6.88319842889905; dx=-4.8715603565858205E-6 evalInputDelta=1.389477401971817E-4
New Minimum: 6.88319842889905 > 6.882642045617104
WOLFE (weak): th(258.53216280382605)=6.882642045617104; dx=-4.869073731822072E-6 evalInputDelta=6.95331022143364E-4
New Minimum: 6.882642045617104 > 6.879176141694188
WOLFE (weak): th(1551.1929768229563)=6.879176141694188; dx=-4.842230389705609E-6 evalInputDelta=0.004161234945058823
New Minimum: 6.879176141694188 > 6.8547482173889875
WOLFE (weak): th(10858.350837760694)=6.8547482173889875; dx=-4.646654461490087E-6 evalInputDelta=0.0285891592502594
New Minimum: 6.8547482173889875 > 6.689243447035551
END: th(86866.80670208555)=6.689243447035551; dx=-3.3786892272627292E-6 evalInputDelta=0.19409392960369587
Fitness changed from 6.883337376639247 to 6.689243447035551
Iteration 1 complete. Error: 6.689243447035551 Total: 561.2924; Orientation: 0.0851; Line Search: 421.2146
Iteration 1
Adding measurement 4023d23f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.689243447035551;dx=-3.1487652200876885E-6
New Minimum: 6.689243447035551 > 6.422936828806996
END: th(187148.86177126726)=6.422936828806996; dx=-2.2145068097600314E-6 evalInputDelta=0.2663066182285547
Fitness changed from 6.689243447035551 to 6.422936828806996
Iteration 2 complete. Error: 6.422936828806996 Total: 131.9769; Orientation: 0.0804; Line Search: 87.5604
Iteration 2
Adding measurement 531bec12 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.422936828806996;dx=-2.649509867083438E-6
New Minimum: 6.422936828806996 > 6.072614397853613
END: th(403200.00000000006)=6.072614397853613; dx=-1.2774409304576056E-6 evalInputDelta=0.35032243095338345
Fitness changed from 6.422936828806996 to 6.072614397853613
Iteration 3 complete. Error: 6.072614397853613 Total: 130.5502; Orientation: 0.0817; Line Search: 85.9819
Iteration 3
Adding measurement 58679ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.482e+03, gradient 1.248e-03, dot -0.900; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.883337376639247, 6.689243447035551, 6.422936828806996, 6.072614397853613
LBFGS Accumulation History: 3 points
Removed measurement 58c36104 to history. Total: 4
th(0)=6.072614397853613;dx=-1.5573552196569102E-6
New Minimum: 6.072614397853613 > 5.646347522735596
END: th(868668.0670208557)=5.646347522735596; dx=-6.484921114375941E-7 evalInputDelta=0.4262668751180172
Fitness changed from 6.072614397853613 to 5.646347522735596
Iteration 4 complete. Error: 5.646347522735596 Total: 134.7263; Orientation: 2.3593; Line Search: 87.9344
Iteration 4
Adding measurement 89465d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.398e+03, gradient 1.384e-03, dot -0.673; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.689243447035551, 6.422936828806996, 6.072614397853613, 5.646347522735596
LBFGS Accumulation History: 3 points
Removed measurement 4023d23f to history. Total: 4
th(0)=5.646347522735596;dx=-1.9159297984022433E-6
New Minimum: 5.646347522735596 > 5.218695841729641
END: th(1871488.617712673)=5.218695841729641; dx=-2.486923194378236E-7 evalInputDelta=0.42765168100595474
Fitness changed from 5.646347522735596 to 5.218695841729641
Iteration 5 complete. Error: 5.218695841729641 Total: 138.1602; Orientation: 2.3616; Line Search: 89.7710
Iteration 5
Adding measurement 10820978 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.390e+03, gradient 1.601e-03, dot -0.605; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.422936828806996, 6.072614397853613, 5.646347522735596, 5.218695841729641
LBFGS Accumulation History: 3 points
Removed measurement 531bec12 to history. Total: 4
th(0)=5.218695841729641;dx=-2.5633216801421367E-6
New Minimum: 5.218695841729641 > 5.016234360635281
WOLF (strong): th(4032000.0000000014)=5.016234360635281; dx=6.931102469002471E-8 evalInputDelta=0.20246148109436035
New Minimum: 5.016234360635281 > 4.893910743296146
WOLF (strong): th(2016000.0000000007)=4.893910743296146; dx=2.5168705794172603E-8 evalInputDelta=0.32478509843349457
END: th(672000.0000000002)=4.930847615003586; dx=-3.486147358992888E-7 evalInputDelta=0.28784822672605515
Fitness changed from 5.218695841729641 to 4.893910743296146
Iteration 6 complete. Error: 4.893910743296146 Total: 229.1667; Orientation: 2.3560; Line Search: 181.8647
Adding measurement 33239d72 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.145e+03, gradient 1.741e-03, dot -0.609; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.072614397853613, 5.646347522735596, 5.218695841729641, 4.893910743296146
LBFGS Accumulation History: 3 points
Removed measurement 58679ff to history. Total: 4
th(0)=4.893910743296146;dx=-3.0322932758901554E-6
New Minimum: 4.893910743296146 > 4.576567113399506
WOLF (strong): th(1447780.1117014263)=4.576567113399506; dx=1.878979435940998E-7 evalInputDelta=0.3173436298966408
New Minimum: 4.576567113399506 > 4.550955601036549
END: th(723890.0558507132)=4.550955601036549; dx=-2.0451583290126045E-7 evalInputDelta=0.3429551422595978
Fitness changed from 4.893910743296146 to 4.550955601036549
Iteration 7 complete. Error: 4.550955601036549 Total: 185.6172; Orientation: 2.3539; Line Search: 137.1190
Adding measurement 3a66d97e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.340e+03, gradient 1.018e-03, dot -0.684; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.646347522735596, 5.218695841729641, 4.893910743296146, 4.550955601036549
LBFGS Accumulation History: 3 points
Removed measurement 89465d9 to history. Total: 4
th(0)=4.550955601036549;dx=-1.0363854136703256E-6
New Minimum: 4.550955601036549 > 4.308008903637528
WOLF (strong): th(1559573.8480938943)=4.308008903637528; dx=2.9683100252632894E-8 evalInputDelta=0.2429466973990202
END: th(779786.9240469472)=4.32930589094758; dx=-2.5268894519033736E-7 evalInputDelta=0.22164971008896828
Fitness changed from 4.550955601036549 to 4.308008903637528
Iteration 8 complete. Error: 4.308008903637528 Total: 185.7407; Orientation: 2.4801; Line Search: 137.4725
Adding measurement 7187078a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.462e+03, gradient 1.508e-03, dot -0.543; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.218695841729641, 4.893910743296146, 4.550955601036549, 4.308008903637528
LBFGS Accumulation History: 3 points
Removed measurement 10820978 to history. Total: 4
th(0)=4.308008903637528;dx=-2.27272711347952E-6
New Minimum: 4.308008903637528 > 4.263466343283653
WOLF (strong): th(1680000.0000000007)=4.263466343283653; dx=4.15027558284079E-7 evalInputDelta=0.04454256035387516
New Minimum: 4.263466343283653 > 4.0997113063931465
WOLF (strong): th(840000.0000000003)=4.0997113063931465; dx=1.1519700056939749E-7 evalInputDelta=0.2082975972443819
END: th(280000.0000000001)=4.146137624979019; dx=-6.023163746612825E-7 evalInputDelta=0.16187127865850925
Fitness changed from 4.308008903637528 to 4.0997113063931465
Iteration 9 complete. Error: 4.0997113063931465 Total: 226.8186; Orientation: 2.3797; Line Search: 179.9467
Adding measurement 4777f71e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.300e+03, gradient 1.033e-03, dot -0.654; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.893910743296146, 4.550955601036549, 4.308008903637528, 4.0997113063931465
LBFGS Accumulation History: 3 points
Removed measurement 33239d72 to history. Total: 4
th(0)=4.0997113063931465;dx=-1.0681151618938523E-6
New Minimum: 4.0997113063931465 > 3.9446382764726877
END: th(603241.7132089278)=3.9446382764726877; dx=-2.1620019965083346E-7 evalInputDelta=0.1550730299204588
Fitness changed from 4.0997113063931465 to 3.9446382764726877
Iteration 10 complete. Error: 3.9446382764726877 Total: 136.2259; Orientation: 2.3728; Line Search: 90.3223
Iteration 10
Adding measurement 7d0333c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.188e+03, gradient 6.938e-04, dot -0.747; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.550955601036549, 4.308008903637528, 4.0997113063931465, 3.9446382764726877
LBFGS Accumulation History: 3 points
Removed measurement 3a66d97e to history. Total: 4
th(0)=3.9446382764726877;dx=-4.813480208174358E-7
New Minimum: 3.9446382764726877 > 3.7620554119348526
END: th(1299644.8734115788)=3.7620554119348526; dx=-1.5347989112171334E-7 evalInputDelta=0.18258286453783512
Fitness changed from 3.9446382764726877 to 3.7620554119348526
Iteration 11 complete. Error: 3.7620554119348526 Total: 138.0473; Orientation: 2.4003; Line Search: 89.9480
Adding measurement 21948bd1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.691e+03, gradient 7.866e-04, dot -0.648; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.308008903637528, 4.0997113063931465, 3.9446382764726877, 3.7620554119348526
LBFGS Accumulation History: 3 points
Removed measurement 7187078a to history. Total: 4
th(0)=3.7620554119348526;dx=-6.187378658529266E-7
New Minimum: 3.7620554119348526 > 3.695182915776968
WOLF (strong): th(2800000.000000002)=3.695182915776968; dx=6.367288072748323E-8 evalInputDelta=0.0668724961578846
New Minimum: 3.695182915776968 > 3.6396304443478584
WOLF (strong): th(1400000.000000001)=3.6396304443478584; dx=5.376377195897671E-9 evalInputDelta=0.12242496758699417
END: th(466666.666666667)=3.668313106521964; dx=-2.1974238596111945E-7 evalInputDelta=0.09374230541288853
Fitness changed from 3.7620554119348526 to 3.6396304443478584
Iteration 12 complete. Error: 3.6396304443478584 Total: 232.3360; Orientation: 2.4171; Line Search: 183.6651
Adding measurement 4b8cde43 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.097e+03, gradient 9.540e-04, dot -0.564; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.0997113063931465, 3.9446382764726877, 3.7620554119348526, 3.6396304443478584
LBFGS Accumulation History: 3 points
Removed measurement 4777f71e to history. Total: 4
th(0)=3.6396304443478584;dx=-9.10180815492788E-7
New Minimum: 3.6396304443478584 > 3.5079251304268837
WOLF (strong): th(1005402.8553482131)=3.5079251304268837; dx=9.171630629280096E-8 evalInputDelta=0.13170531392097473
END: th(502701.42767410656)=3.5157570857554674; dx=-2.3362755849232802E-7 evalInputDelta=0.12387335859239101
Fitness changed from 3.6396304443478584 to 3.5079251304268837
Iteration 13 complete. Error: 3.5079251304268837 Total: 182.1780; Orientation: 2.3818; Line Search: 136.4463
Adding measurement 644f6e89 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.940e+03, gradient 8.731e-04, dot -0.569; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.9446382764726877, 3.7620554119348526, 3.6396304443478584, 3.5079251304268837
LBFGS Accumulation History: 3 points
Removed measurement 7d0333c8 to history. Total: 4
th(0)=3.5079251304268837;dx=-7.623906998287296E-7
New Minimum: 3.5079251304268837 > 3.3974164202809334
WOLF (strong): th(1083037.3945096491)=3.3974164202809334; dx=1.19762053150101E-7 evalInputDelta=0.11050871014595032
New Minimum: 3.3974164202809334 > 3.3917146660387516
END: th(541518.6972548246)=3.3917146660387516; dx=-1.5957455506165182E-7 evalInputDelta=0.1162104643881321
Fitness changed from 3.5079251304268837 to 3.3917146660387516
Iteration 14 complete. Error: 3.3917146660387516 Total: 181.0048; Orientation: 2.5120; Line Search: 135.5447
Adding measurement 3ab70d34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.068e+03, gradient 5.401e-04, dot -0.793; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7620554119348526, 3.6396304443478584, 3.5079251304268837, 3.3917146660387516
LBFGS Accumulation History: 3 points
Removed measurement 21948bd1 to history. Total: 4
th(0)=3.3917146660387516;dx=-2.9174859761368405E-7
New Minimum: 3.3917146660387516 > 3.2694899328052998
END: th(1166666.6666666674)=3.2694899328052998; dx=-1.4755072781249707E-7 evalInputDelta=0.12222473323345184
Fitness changed from 3.3917146660387516 to 3.2694899328052998
Iteration 15 complete. Error: 3.2694899328052998 Total: 136.5265; Orientation: 2.4088; Line Search: 90.3712
Iteration 15
Adding measurement 5216532a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.934e+03, gradient 5.528e-04, dot -0.752; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6396304443478584, 3.5079251304268837, 3.3917146660387516, 3.2694899328052998
LBFGS Accumulation History: 3 points
Removed measurement 4b8cde43 to history. Total: 4
th(0)=3.2694899328052998;dx=-3.0559802723835356E-7
New Minimum: 3.2694899328052998 > 3.1686329059302807
WOLF (strong): th(2513507.138370533)=3.1686329059302807; dx=1.0354569451185543E-8 evalInputDelta=0.10085702687501907
END: th(1256753.5691852665)=3.1694868560880423; dx=-6.472898679510072E-8 evalInputDelta=0.1000030767172575
Fitness changed from 3.2694899328052998 to 3.1686329059302807
Iteration 16 complete. Error: 3.1686329059302807 Total: 181.2393; Orientation: 2.4125; Line Search: 134.3509
Adding measurement 13f7c165 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.625e+03, gradient 1.052e-03, dot -0.438; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5079251304268837, 3.3917146660387516, 3.2694899328052998, 3.1686329059302807
LBFGS Accumulation History: 3 points
Removed measurement 644f6e89 to history. Total: 4
th(0)=3.1686329059302807;dx=-1.1075164947479027E-6
Armijo: th(2707593.486274123)=3.564311411231756; dx=5.899092719818783E-7 evalInputDelta=-0.3956785053014755
New Minimum: 3.1686329059302807 > 3.1279969587922096
WOLF (strong): th(1353796.7431370616)=3.1279969587922096; dx=3.829298501848384E-7 evalInputDelta=0.04063594713807106
New Minimum: 3.1279969587922096 > 3.0371288657188416
END: th(451265.5810456872)=3.0371288657188416; dx=-2.0628926804361433E-7 evalInputDelta=0.13150404021143913
Fitness changed from 3.1686329059302807 to 3.0371288657188416
Iteration 17 complete. Error: 3.0371288657188416 Total: 230.9783; Orientation: 2.4738; Line Search: 182.7900
Adding measurement 736f2fb8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.326e+03, gradient 5.518e-04, dot -0.671; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3917146660387516, 3.2694899328052998, 3.1686329059302807, 3.0371288657188416
LBFGS Accumulation History: 3 points
Removed measurement 3ab70d34 to history. Total: 4
th(0)=3.0371288657188416;dx=-3.044803928293884E-7
New Minimum: 3.0371288657188416 > 2.9388365671038628
END: th(972222.2222222231)=2.9388365671038628; dx=-1.2888400318087337E-7 evalInputDelta=0.09829229861497879
Fitness changed from 3.0371288657188416 to 2.9388365671038628
Iteration 18 complete. Error: 2.9388365671038628 Total: 140.7757; Orientation: 2.3743; Line Search: 92.7488
Adding measurement 64921450 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.358e+03, gradient 4.832e-04, dot -0.764; [4c9c185a-1ad9-4587-832d-894e9ab5a3a2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2694899328052998, 3.1686329059302807, 3.0371288657188416, 2.9388365671038628
LBFGS Accumulation History: 3 points
Removed measurement 5216532a to history. Total: 4
th(0)=2.9388365671038628;dx=-2.3348061960216932E-7
New Minimum: 2.9388365671038628 > 2.835347130894661
END: th(2094589.2819754444)=2.835347130894661; dx=-2.7320206364056017E-8 evalInputDelta=0.10348943620920181
Fitness changed from 2.9388365671038628 to 2.835347130894661
Iteration 19 complete. Error: 2.835347130894661 Total: 138.9204; Orientation: 2.4064; Line Search: 90.5198
Final threshold in iteration 19: 2.835347130894661 (> -Infinity) after 3622.281s (< 3600.000s)