Reset training subject: 625132376376700
Reset training subject: 625134831316500
Adding measurement 7d6b0636 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=7.550227206200361;dx=-2.3304669759606917E-4
New Minimum: 7.550227206200361 > 7.549470417201519
WOLFE (weak): th(2.154434690031884)=7.549470417201519; dx=-2.327834038534999E-4 evalInputDelta=7.567889988422394E-4
New Minimum: 7.549470417201519 > 7.548714531585574
WOLFE (weak): th(4.308869380063768)=7.548714531585574; dx=-2.390311984648954E-4 evalInputDelta=0.0015126746147871017
New Minimum: 7.548714531585574 > 7.545689333230257
WOLFE (weak): th(12.926608140191302)=7.545689333230257; dx=-2.371588537836296E-4 evalInputDelta=0.0045378729701042175
New Minimum: 7.545689333230257 > 7.532099690288305
WOLFE (weak): th(51.70643256076521)=7.532099690288305; dx=-2.3853024625968943E-4 evalInputDelta=0.01812751591205597
New Minimum: 7.532099690288305 > 7.459868241101503
WOLFE (weak): th(258.53216280382605)=7.459868241101503; dx=-2.274647312146055E-4 evalInputDelta=0.09035896509885788
New Minimum: 7.459868241101503 > 7.035590216517448
WOLFE (weak): th(1551.1929768229563)=7.035590216517448; dx=-2.1436426717670322E-4 evalInputDelta=0.5146369896829128
New Minimum: 7.035590216517448 > 5.4191052839159966
END: th(10858.350837760694)=5.4191052839159966; dx=-6.0881281039460864E-5 evalInputDelta=2.1311219222843647
Fitness changed from 7.550227206200361 to 5.4191052839159966
Iteration 1 complete. Error: 5.4191052839159966 Total: 25.8414; Orientation: 0.0246; Line Search: 18.3676
Adding measurement 3625093d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.4191052839159966;dx=-6.381492270735372E-5
New Minimum: 5.4191052839159966 > 4.066806636750698
END: th(23393.607721408407)=4.066806636750698; dx=-2.5270884226914375E-5 evalInputDelta=1.3522986471652985
Fitness changed from 5.4191052839159966 to 4.066806636750698
Iteration 2 complete. Error: 4.066806636750698 Total: 7.0205; Orientation: 0.0022; Line Search: 4.7058
Adding measurement 10b9956a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.066806636750698;dx=-3.2245649355037684E-5
New Minimum: 4.066806636750698 > 2.694555699825287
END: th(50400.00000000001)=2.694555699825287; dx=-1.1089702230939632E-5 evalInputDelta=1.3722509369254112
Fitness changed from 4.066806636750698 to 2.694555699825287
Iteration 3 complete. Error: 2.694555699825287 Total: 6.9118; Orientation: 0.0016; Line Search: 4.6179
Adding measurement 38280b42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.265e+02, gradient 4.270e-03, dot -0.600; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.694555699825287, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 38280b42 to history. Total: 3
th(0)=2.694555699825287;dx=-1.6022746841580634E-5
New Minimum: 2.694555699825287 > 1.6915942803025246
END: th(108583.50837760697)=1.6915942803025246; dx=-3.1702198640806115E-6 evalInputDelta=1.0029614195227623
Fitness changed from 2.694555699825287 to 1.6915942803025246
Iteration 4 complete. Error: 1.6915942803025246 Total: 6.9927; Orientation: 0.0501; Line Search: 4.6336
Adding measurement 5a8fb312 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.659e+02, gradient 4.248e-03, dot -0.432; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6915942803025246, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 5a8fb312 to history. Total: 3
th(0)=1.6915942803025246;dx=-1.568052769693692E-5
New Minimum: 1.6915942803025246 > 1.5872242152690887
END: th(233936.07721408413)=1.5872242152690887; dx=-7.808734134983813E-7 evalInputDelta=0.10437006503343582
Fitness changed from 1.6915942803025246 to 1.5872242152690887
Iteration 5 complete. Error: 1.5872242152690887 Total: 7.3769; Orientation: 0.0265; Line Search: 5.0913
Adding measurement 15f8b713 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.248e+02, gradient 1.013e-02, dot -0.419; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5872242152690887, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 15f8b713 to history. Total: 3
th(0)=1.5872242152690887;dx=-8.848325583900832E-5
Armijo: th(504000.0000000002)=20.595800682902336; dx=5.527990798754203E-5 evalInputDelta=-19.008576467633247
Armijo: th(252000.0000000001)=5.654535427689552; dx=2.1813691657355006E-5 evalInputDelta=-4.067311212420464
Armijo: th(84000.00000000003)=1.6919055879116058; dx=1.1874149658366065E-5 evalInputDelta=-0.10468137264251709
New Minimum: 1.5872242152690887 > 0.6876094788312912
END: th(21000.000000000007)=0.6876094788312912; dx=-3.285080819689469E-6 evalInputDelta=0.8996147364377975
Fitness changed from 1.5872242152690887 to 0.6876094788312912
Iteration 6 complete. Error: 0.6876094788312912 Total: 13.8688; Orientation: 0.0243; Line Search: 11.5665
Adding measurement 64746794 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.700e+02, gradient 2.884e-03, dot -0.292; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6876094788312912, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 64746794 to history. Total: 3
th(0)=0.6876094788312912;dx=-7.06669247268699E-6
New Minimum: 0.6876094788312912 > 0.3839109092950821
END: th(45243.12849066957)=0.3839109092950821; dx=-3.486450171311126E-6 evalInputDelta=0.3036985695362091
Fitness changed from 0.6876094788312912 to 0.3839109092950821
Iteration 7 complete. Error: 0.3839109092950821 Total: 6.8948; Orientation: 0.0278; Line Search: 4.5741
Adding measurement 5b3f2fe1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.978e+02, gradient 2.149e-03, dot -0.336; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3839109092950821, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 5b3f2fe1 to history. Total: 3
th(0)=0.3839109092950821;dx=-3.916192239471032E-6
New Minimum: 0.3839109092950821 > 0.08417613804340363
END: th(97473.3655058684)=0.08417613804340363; dx=-1.4707581914985412E-6 evalInputDelta=0.29973477125167847
Fitness changed from 0.3839109092950821 to 0.08417613804340363
Iteration 8 complete. Error: 0.08417613804340363 Total: 6.9434; Orientation: 0.0243; Line Search: 4.6181
Adding measurement 7ee0a60a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.091e+02, gradient 2.022e-03, dot -0.337; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.08417613804340363, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 7ee0a60a to history. Total: 3
th(0)=0.08417613804340363;dx=-3.483622634204415E-6
Armijo: th(210000.0000000001)=0.4345523715019226; dx=3.338143376773234E-6 evalInputDelta=-0.350376233458519
New Minimum: 0.08417613804340363 > -0.008652821183204651
WOLF (strong): th(105000.00000000004)=-0.008652821183204651; dx=1.3567061941302649E-6 evalInputDelta=0.09282895922660828
New Minimum: -0.008652821183204651 > -0.0350964218378067
END: th(35000.000000000015)=-0.0350964218378067; dx=-1.8489779149151434E-6 evalInputDelta=0.11927255988121033
Fitness changed from 0.08417613804340363 to -0.0350964218378067
Iteration 9 complete. Error: -0.0350964218378067 Total: 11.7271; Orientation: 0.0235; Line Search: 9.3459
Adding measurement 15f0d80f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.495e+02, gradient 1.497e-03, dot -0.444; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.0350964218378067, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 15f0d80f to history. Total: 3
th(0)=-0.0350964218378067;dx=-1.9045107727267401E-6
New Minimum: -0.0350964218378067 > -0.18910608440637589
END: th(75405.21415111597)=-0.18910608440637589; dx=-1.5270855650967585E-6 evalInputDelta=0.15400966256856918
Fitness changed from -0.0350964218378067 to -0.18910608440637589
Iteration 10 complete. Error: -0.18910608440637589 Total: 6.9300; Orientation: 0.0262; Line Search: 4.6037
Adding measurement 6b678524 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.610e+02, gradient 1.345e-03, dot -0.476; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.18910608440637589, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 6b678524 to history. Total: 3
th(0)=-0.18910608440637589;dx=-1.5167170942250433E-6
New Minimum: -0.18910608440637589 > -0.4265628010034561
END: th(162455.60917644735)=-0.4265628010034561; dx=-1.078449275717737E-6 evalInputDelta=0.23745671659708023
Fitness changed from -0.18910608440637589 to -0.4265628010034561
Iteration 11 complete. Error: -0.4265628010034561 Total: 7.2190; Orientation: 0.0300; Line Search: 4.7835
Adding measurement 1f33e4b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.678e+02, gradient 1.274e-03, dot -0.469; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4265628010034561, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 1f33e4b5 to history. Total: 3
th(0)=-0.4265628010034561;dx=-1.325892521158978E-6
New Minimum: -0.4265628010034561 > -0.6441916823387146
END: th(350000.00000000023)=-0.6441916823387146; dx=-1.1865998753594975E-7 evalInputDelta=0.21762888133525848
Fitness changed from -0.4265628010034561 to -0.6441916823387146
Iteration 12 complete. Error: -0.6441916823387146 Total: 8.0287; Orientation: 0.0289; Line Search: 5.5560
Adding measurement 1f974b5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.051e+02, gradient 2.168e-03, dot -0.249; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6441916823387146, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 1f974b5d to history. Total: 3
th(0)=-0.6441916823387146;dx=-4.159557242703371E-6
Armijo: th(754052.1415111598)=3.5825291872024536; dx=3.65978159151349E-6 evalInputDelta=-4.226720869541168
Armijo: th(377026.0707555799)=1.2402793765068054; dx=5.352696747254745E-6 evalInputDelta=-1.88447105884552
New Minimum: -0.6441916823387146 > -0.7085222452878952
WOLF (strong): th(125675.35691852664)=-0.7085222452878952; dx=2.881341052060907E-6 evalInputDelta=0.0643305629491806
New Minimum: -0.7085222452878952 > -0.7836446836590767
END: th(31418.83922963166)=-0.7836446836590767; dx=-2.320715648849331E-6 evalInputDelta=0.1394530013203621
Fitness changed from -0.6441916823387146 to -0.7836446836590767
Iteration 13 complete. Error: -0.7836446836590767 Total: 13.8224; Orientation: 0.0225; Line Search: 11.4755
Adding measurement 608da061 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.308e+02, gradient 1.419e-03, dot -0.332; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7836446836590767, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 608da061 to history. Total: 3
th(0)=-0.7836446836590767;dx=-1.6233695538253442E-6
New Minimum: -0.7836446836590767 > -0.880931630730629
END: th(67689.83715685307)=-0.880931630730629; dx=-5.746078319153227E-7 evalInputDelta=0.09728694707155228
Fitness changed from -0.7836446836590767 to -0.880931630730629
Iteration 14 complete. Error: -0.880931630730629 Total: 6.8937; Orientation: 0.0237; Line Search: 4.5869
Adding measurement 90967b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.485e+02, gradient 1.041e-03, dot -0.435; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.880931630730629, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 90967b3 to history. Total: 3
th(0)=-0.880931630730629;dx=-9.0285173907816E-7
New Minimum: -0.880931630730629 > -0.9870336055755615
END: th(145833.33333333343)=-0.9870336055755615; dx=-3.963474432952798E-7 evalInputDelta=0.10610197484493256
Fitness changed from -0.880931630730629 to -0.9870336055755615
Iteration 15 complete. Error: -0.9870336055755615 Total: 6.9570; Orientation: 0.0224; Line Search: 4.6192
Adding measurement 43424634 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.594e+02, gradient 1.109e-03, dot -0.402; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9870336055755615, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 43424634 to history. Total: 3
th(0)=-0.9870336055755615;dx=-9.348458757734404E-7
Armijo: th(314188.3922963166)=-0.7925985157489777; dx=1.2488473412027485E-6 evalInputDelta=-0.19443508982658386
New Minimum: -0.9870336055755615 > -1.0211713835597038
WOLF (strong): th(157094.1961481583)=-1.0211713835597038; dx=3.2268329787377867E-7 evalInputDelta=0.0341377779841423
New Minimum: -1.0211713835597038 > -1.034199744462967
END: th(52364.732049386104)=-1.034199744462967; dx=-5.554800788740791E-7 evalInputDelta=0.047166138887405396
Fitness changed from -0.9870336055755615 to -1.034199744462967
Iteration 16 complete. Error: -1.034199744462967 Total: 11.6526; Orientation: 0.0228; Line Search: 9.2980
Adding measurement 106ed2aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.628e+02, gradient 8.485e-04, dot -0.507; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.034199744462967, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 106ed2aa to history. Total: 3
th(0)=-1.034199744462967;dx=-5.707865884793137E-7
New Minimum: -1.034199744462967 > -1.1018979847431183
END: th(112816.3952614218)=-1.1018979847431183; dx=-4.756195106609146E-7 evalInputDelta=0.06769824028015137
Fitness changed from -1.034199744462967 to -1.1018979847431183
Iteration 17 complete. Error: -1.1018979847431183 Total: 7.1446; Orientation: 0.0306; Line Search: 4.7677
Adding measurement 13f065ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.587e+02, gradient 8.124e-04, dot -0.506; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1018979847431183, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 13f065ac to history. Total: 3
th(0)=-1.1018979847431183;dx=-5.455773558974463E-7
New Minimum: -1.1018979847431183 > -1.2178820222616196
END: th(243055.55555555577)=-1.2178820222616196; dx=-3.60594208117658E-7 evalInputDelta=0.11598403751850128
Fitness changed from -1.1018979847431183 to -1.2178820222616196
Iteration 18 complete. Error: -1.2178820222616196 Total: 6.9548; Orientation: 0.0229; Line Search: 4.6318
Adding measurement 6cb71851 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.559e+02, gradient 7.926e-04, dot -0.480; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2178820222616196, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 6cb71851 to history. Total: 3
th(0)=-1.2178820222616196;dx=-5.121335633800245E-7
New Minimum: -1.2178820222616196 > -1.3618297725915909
END: th(523647.3204938611)=-1.3618297725915909; dx=-1.2400806156581353E-7 evalInputDelta=0.1439477503299713
Fitness changed from -1.2178820222616196 to -1.3618297725915909
Iteration 19 complete. Error: -1.3618297725915909 Total: 7.7469; Orientation: 0.0222; Line Search: 4.5994
Adding measurement 6f39000e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.461e+02, gradient 1.031e-03, dot -0.263; [f952f9ba-35aa-4c05-b479-dad4a4a14d81 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3618297725915909, 4.066806636750698, 5.4191052839159966, 7.550227206200361
LBFGS Accumulation History: 3 points
Removed measurement 6f39000e to history. Total: 3
th(0)=-1.3618297725915909;dx=-8.041019752887549E-7
Armijo: th(1128163.9526142182)=-0.49023813009262085; dx=1.0144542768567179E-6 evalInputDelta=-0.87159164249897
Armijo: th(564081.9763071091)=-1.2307245433330536; dx=5.891030486872546E-7 evalInputDelta=-0.1311052292585373
New Minimum: -1.3618297725915909 > -1.4539306983351707
END: th(188027.32543570304)=-1.4539306983351707; dx=-2.2239578958791752E-8 evalInputDelta=0.09210092574357986
Fitness changed from -1.3618297725915909 to -1.4539306983351707
Iteration 20 complete. Error: -1.4539306983351707 Total: 11.5753; Orientation: 0.0229; Line Search: 9.2490
Final threshold in iteration 21: -1.4539306983351707 (> -Infinity) after 188.503s (< 5400.000s)
