Reset training subject: 860953168694400
Reset training subject: 860956217756800
Adding measurement 45302e66 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-2.5190149409071414;dx=-6.339936060169873E-8
New Minimum: -2.5190149409071414 > -2.519015094157398
WOLFE (weak): th(2.154434690031884)=-2.519015094157398; dx=-6.339934468023173E-8 evalInputDelta=1.5325025648493806E-7
New Minimum: -2.519015094157398 > -2.519015152714184
WOLFE (weak): th(4.308869380063768)=-2.519015152714184; dx=-6.339935646245998E-8 evalInputDelta=2.118070425716212E-7
New Minimum: -2.519015152714184 > -2.5190155815065443
WOLFE (weak): th(12.926608140191302)=-2.5190155815065443; dx=-6.339936210630264E-8 evalInputDelta=6.405994028568784E-7
New Minimum: -2.5190155815065443 > -2.519018010868698
WOLFE (weak): th(51.70643256076521)=-2.519018010868698; dx=-6.339959024435025E-8 evalInputDelta=3.069961556523282E-6
New Minimum: -2.519018010868698 > -2.519030335044116
WOLFE (weak): th(258.53216280382605)=-2.519030335044116; dx=-6.339993429488656E-8 evalInputDelta=1.5394136974489214E-5
New Minimum: -2.519030335044116 > -2.5191075263943308
WOLFE (weak): th(1551.1929768229563)=-2.5191075263943308; dx=-6.340259033953649E-8 evalInputDelta=9.258548718937831E-5
New Minimum: -2.5191075263943308 > -2.5196633332040763
WOLFE (weak): th(10858.350837760694)=-2.5196633332040763; dx=-6.341664917375779E-8 evalInputDelta=6.483922969349187E-4
New Minimum: -2.5196633332040763 > -2.5242087203876853
WOLFE (weak): th(86866.80670208555)=-2.5242087203876853; dx=-6.353587679435171E-8 evalInputDelta=0.005193779480543892
New Minimum: -2.5242087203876853 > -2.5662696265166356
WOLFE (weak): th(781801.26031877)=-2.5662696265166356; dx=-6.459552305367645E-8 evalInputDelta=0.047254685609494196
New Minimum: -2.5662696265166356 > -3.0368973033165947
WOLFE (weak): th(7818012.6031877)=-3.0368973033165947; dx=-7.359348368809041E-8 evalInputDelta=0.5178823624094533
New Minimum: -3.0368973033165947 > -11.321810763728024
WOLFE (weak): th(8.599813863506469E7)=-11.321810763728024; dx=-1.2586912455242478E-7 evalInputDelta=8.802795822820883
MAX ALPHA (1.0319776636207763E9): th(8.599813863506469E7)=-11.321810763728024
Fitness changed from -2.5190149409071414 to -11.321810763728024
Iteration 1 complete. Error: -11.321810763728024 Total: 37.6358; Orientation: 0.0807; Line Search: 30.0022
Iteration 1
Adding measurement 469bd719 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-11.321810763728024;dx=-4.227526015393411E-7
New Minimum: -11.321810763728024 > -131.22981709471077
END: th(1.0E9)=-131.22981709471077; dx=-8.189574314150885E-8 evalInputDelta=119.90800633098274
Fitness changed from -11.321810763728024 to -131.22981709471077
Iteration 2 complete. Error: -131.22981709471077 Total: 6.8433; Orientation: 0.0716; Line Search: 4.5953
Iteration 2
Adding measurement 25da1dc9 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-131.22981709471077;dx=-4.752753878957417E-6
New Minimum: -131.22981709471077 > -159.32223109068448
END: th(1.0E9)=-159.32223109068448; dx=-3.3498891430489185E-8 evalInputDelta=28.092413995973715
Fitness changed from -131.22981709471077 to -159.32223109068448
Iteration 3 complete. Error: -159.32223109068448 Total: 6.8580; Orientation: 0.0703; Line Search: 4.5950
Iteration 3
Adding measurement 138d978e to history. Total: 3
Accepted: LBFGS Orientation magnitude: 4.143e+05, gradient 2.480e-03, dot 0.471; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-159.32223109068448;dx=-483.87994453540625
Armijo: th(1.0E9)=-152.64247957448816; dx=7.750037146454321E-9 evalInputDelta=-6.679751516196319
Armijo: th(5.0E8)=-152.64247957448816; dx=1.5500044345348896E-8 evalInputDelta=-6.679751516196319
Armijo: th(1.6666666666666666E8)=-152.64247957448816; dx=4.6500210127056425E-8 evalInputDelta=-6.679751516196319
Armijo: th(4.1666666666666664E7)=-152.64247957448816; dx=1.8600086955163042E-7 evalInputDelta=-6.679751516196319
Armijo: th(8333333.333333333)=-152.64247957448816; dx=9.300041946501755E-7 evalInputDelta=-6.679751516196319
Armijo: th(1388888.8888888888)=-152.64320997842768; dx=5.579811766323801E-6 evalInputDelta=-6.679021112256805
Armijo: th(198412.6984126984)=-152.6439617646595; dx=3.905663750418357E-5 evalInputDelta=-6.678269326024974
Armijo: th(24801.5873015873)=-152.64509861551318; dx=3.1239965313649523E-4 evalInputDelta=-6.677132475171305
Armijo: th(2755.7319223985887)=-152.66095309629918; dx=0.0028076161085590534 evalInputDelta=-6.661277994385301
Armijo: th(275.5731922398589)=-152.81944189480276; dx=0.027648189573841218 evalInputDelta=-6.502789195881718
Armijo: th(25.052108385441716)=-154.3936076762513; dx=0.2572104150445867 evalInputDelta=-4.92862341443319
Armijo: th(2.0876756987868097)=-159.113658964896; dx=0.9482705680276134 evalInputDelta=-0.2085721257884927
New Minimum: -159.32223109068448 > -159.69690149310549
END: th(0.16059043836821613)=-159.69690149310549; dx=-2.5284186500905186 evalInputDelta=0.37467040242100325
Fitness changed from -159.32223109068448 to -159.69690149310549
Iteration 4 complete. Error: -159.69690149310549 Total: 36.4159; Orientation: 1.7930; Line Search: 32.4351
Iteration 4
Adding measurement 1fb61db4 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 3.187e+05, gradient 2.479e-03, dot 0.554; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-159.69690149310549;dx=-437.34303477957485
New Minimum: -159.69690149310549 > -160.1390530113697
END: th(0.34598161130791205)=-160.1390530113697; dx=-1.3223136374176683 evalInputDelta=0.44215151826421106
Fitness changed from -159.69690149310549 to -160.1390530113697
Iteration 5 complete. Error: -160.1390530113697 Total: 9.0249; Orientation: 2.2231; Line Search: 4.6073
Iteration 5
Adding measurement 7c3223aa to history. Total: 5
Accepted: LBFGS Orientation magnitude: 3.161e+05, gradient 2.480e-03, dot 0.558; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.1390530113697;dx=-437.6302590968415
New Minimum: -160.1390530113697 > -160.45238158327172
WOLF (strong): th(0.7453947855148932)=-160.45238158327172; dx=0.06825883144212096 evalInputDelta=0.31332857190201935
END: th(0.3726973927574466)=-160.3837277683529; dx=-0.2579721283599362 evalInputDelta=0.2446747569832155
Fitness changed from -160.1390530113697 to -160.45238158327172
Iteration 6 complete. Error: -160.45238158327172 Total: 12.0652; Orientation: 2.5851; Line Search: 6.8947
Adding measurement 3eb641a8 to history. Total: 6
Accepted: LBFGS Orientation magnitude: 3.208e+05, gradient 2.481e-03, dot 0.554; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.45238158327172;dx=-441.2519831894885
New Minimum: -160.45238158327172 > -160.53719716998455
END: th(0.8029521918410808)=-160.53719716998455; dx=-0.07620293499209353 evalInputDelta=0.08481558671283551
Fitness changed from -160.45238158327172 to -160.53719716998455
Iteration 7 complete. Error: -160.53719716998455 Total: 9.7971; Orientation: 3.0764; Line Search: 4.5917
Adding measurement 20706e70 to history. Total: 7
Accepted: LBFGS Orientation magnitude: 3.107e+05, gradient 2.481e-03, dot 0.566; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.53719716998455;dx=-436.1764177911016
New Minimum: -160.53719716998455 > -160.5771817866924
END: th(1.7299080565395606)=-160.5771817866924; dx=-0.007646813758658231 evalInputDelta=0.039984616707840814
Fitness changed from -160.53719716998455 to -160.5771817866924
Iteration 8 complete. Error: -160.5771817866924 Total: 10.2361; Orientation: 3.4901; Line Search: 4.6044
Adding measurement 53654b2d to history. Total: 8
Accepted: LBFGS Orientation magnitude: 3.111e+05, gradient 2.481e-03, dot 0.566; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.5771817866924;dx=-436.5199678645771
New Minimum: -160.5771817866924 > -160.58807209422633
END: th(3.7269739275744667)=-160.58807209422633; dx=-1.350997992147949E-4 evalInputDelta=0.010890307533941268
Fitness changed from -160.5771817866924 to -160.58807209422633
Iteration 9 complete. Error: -160.58807209422633 Total: 10.8761; Orientation: 3.8573; Line Search: 4.6356
Adding measurement 12b66c89 to history. Total: 9
Accepted: LBFGS Orientation magnitude: 3.126e+05, gradient 2.481e-03, dot 0.564; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.58807209422633;dx=-437.3863307974244
New Minimum: -160.58807209422633 > -160.59043493400142
Armijo: th(8.02952191841081)=-160.59043493400142; dx=-2.5789641552137303E-4 evalInputDelta=0.0023628397750883323
END: th(4.014760959205405)=-160.5899398012503; dx=-4.4446880336461897E-4 evalInputDelta=0.0018677070239618843
Fitness changed from -160.58807209422633 to -160.59043493400142
Iteration 10 complete. Error: -160.59043493400142 Total: 13.3173; Orientation: 4.3855; Line Search: 6.9121
Iteration 10
Adding measurement 2faae7f6 to history. Total: 10
Accepted: LBFGS Orientation magnitude: 3.158e+05, gradient 2.481e-03, dot 0.560; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.59043493400142;dx=-439.1187083065555
New Minimum: -160.59043493400142 > -160.591355370354
Armijo: th(8.649540282697805)=-160.591355370354; dx=-1.2674802630642325E-4 evalInputDelta=9.204363525725512E-4
Armijo: th(4.324770141348902)=-160.59132529630494; dx=-2.6125507832573745E-4 evalInputDelta=8.903623035223518E-4
END: th(1.4415900471163008)=-160.5911909195533; dx=-6.208679336295861E-4 evalInputDelta=7.559855518763925E-4
Fitness changed from -160.59043493400142 to -160.591355370354
Iteration 11 complete. Error: -160.591355370354 Total: 16.4959; Orientation: 5.0021; Line Search: 9.3049
Adding measurement 80b6098 to history. Total: 11
Accepted: LBFGS Orientation magnitude: 3.111e+05, gradient 2.481e-03, dot 0.566; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.591355370354;dx=-436.5934514281007
New Minimum: -160.591355370354 > -160.59140620393495
Armijo: th(3.105811606312056)=-160.59140620393495; dx=7.672304849947924E-5 evalInputDelta=5.083358095703261E-5
Armijo: th(1.552905803156028)=-160.59140620393495; dx=1.4834181034520743E-4 evalInputDelta=5.083358095703261E-5
Armijo: th(0.5176352677186761)=-160.59140620393495; dx=3.837738122065329E-4 evalInputDelta=5.083358095703261E-5
Armijo: th(0.12940881692966902)=-160.59140620393495; dx=4.325552950037466E-4 evalInputDelta=5.083358095703261E-5
Armijo: th(0.025881763385933804)=-160.59136297740915; dx=9.250236226098856E-5 evalInputDelta=7.607055152902831E-6
Armijo: th(0.004313627230988967)=-160.59135298717706; dx=6.528847520806364E-5 evalInputDelta=-2.3831769340176834E-6
Armijo: th(6.162324615698524E-4)=-160.59135423299074; dx=3.925030830095668E-5 evalInputDelta=-1.1373632560207625E-6
WOLF (strong): th(7.702905769623155E-5)=-160.59135606841937; dx=4.581224156926265E-5 evalInputDelta=6.980653779464774E-7
Armijo: th(8.558784188470172E-6)=-160.591355370354; dx=4.598042190952659E-5 evalInputDelta=0.0
Armijo: th(8.558784188470172E-7)=-160.591355370354; dx=4.5999001274959316E-5 evalInputDelta=0.0
Armijo: th(7.780712898609247E-8)=-160.591355370354; dx=4.60013737310619E-5 evalInputDelta=0.0
Armijo: th(6.483927415507705E-9)=-160.591355370354; dx=4.599942788450987E-5 evalInputDelta=0.0
Armijo: th(4.987636473467466E-10)=-160.591355370354; dx=4.6005785500713435E-5 evalInputDelta=0.0
MIN ALPHA (3.56259748104819E-11): th(3.105811606312056)=-160.59140620393495
Fitness changed from -160.591355370354 to -160.59140620393495
Iteration 12 complete. Error: -160.59140620393495 Total: 42.1484; Orientation: 5.2656; Line Search: 34.7574
Adding measurement 2389f546 to history. Total: 12
Accepted: LBFGS Orientation magnitude: 2.917e+05, gradient 2.481e-03, dot 0.588; [7e1e41fe-1130-46f5-8925-af5cb4932289 = 1.000/1.000e+00]
th(0)=-160.59140620393495;dx=-425.8489704098287
Armijo: th(2.1544346900318838E-10)=-160.59140620393495; dx=1.9025380203545497E-7 evalInputDelta=0.0
Armijo: th(1.0772173450159419E-10)=-160.59140620393495; dx=-1.6524434086675945E-7 evalInputDelta=0.0
MIN ALPHA (3.590724483386473E-11): th(0.0)=-160.59140620393495
Fitness changed from -160.59140620393495 to -160.59140620393495
Static Iteration Total: 17.3005; Orientation: 5.8890; Line Search: 9.2639
Iteration 13 failed. Error: -160.59140620393495
Previous Error: 0.0 -> -160.59140620393495
Retrying iteration 13
Reset training subject: 861182183362400
Adding measurement 48224381 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-160.59140620393495;dx=-6.156818041237028E-6
END: th(2.1544346900318838E-10)=-160.59140620393495; dx=-2.9788696434865083E-6 evalInputDelta=0.0
Fitness changed from -160.59140620393495 to -160.59140620393495
Static Iteration Total: 8.9159; Orientation: 0.0757; Line Search: 4.5930
Iteration 14 failed. Error: -160.59140620393495
Previous Error: 0.0 -> -160.59140620393495
Optimization terminated 14
Final threshold in iteration 14: -160.59140620393495 (> -Infinity) after 237.931s (< 3600.000s)