Reset training subject: 82698952691300
Reset training subject: 82703512646200
Adding measurement 686edddd to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.2543502151966095;dx=-2.337270858142181E-6
New Minimum: 0.2543502151966095 > 0.25434571504592896
WOLFE (weak): th(2.154434690031884)=0.25434571504592896; dx=-2.1203316573482845E-6 evalInputDelta=4.500150680541992E-6
New Minimum: 0.25434571504592896 > 0.25434117019176483
WOLFE (weak): th(4.308869380063768)=0.25434117019176483; dx=-2.12038214045932E-6 evalInputDelta=9.045004844665527E-6
New Minimum: 0.25434117019176483 > 0.2543228417634964
WOLFE (weak): th(12.926608140191302)=0.2543228417634964; dx=-2.1203251381495447E-6 evalInputDelta=2.7373433113098145E-5
New Minimum: 0.2543228417634964 > 0.2542404532432556
WOLFE (weak): th(51.70643256076521)=0.2542404532432556; dx=-2.120484344085878E-6 evalInputDelta=1.0976195335388184E-4
New Minimum: 0.2542404532432556 > 0.25380152463912964
WOLFE (weak): th(258.53216280382605)=0.25380152463912964; dx=-2.120465013084895E-6 evalInputDelta=5.486905574798584E-4
New Minimum: 0.25380152463912964 > 0.2510592043399811
WOLFE (weak): th(1551.1929768229563)=0.2510592043399811; dx=-2.1173749123028938E-6 evalInputDelta=0.003291010856628418
New Minimum: 0.2510592043399811 > 0.23136968910694122
WOLFE (weak): th(10858.350837760694)=0.23136968910694122; dx=-2.1096355174374363E-6 evalInputDelta=0.022980526089668274
New Minimum: 0.23136968910694122 > 0.07519528269767761
END: th(86866.80670208555)=0.07519528269767761; dx=-1.9895538524560246E-6 evalInputDelta=0.17915493249893188
Fitness changed from 0.2543502151966095 to 0.07519528269767761
Iteration 1 complete. Error: 0.07519528269767761 Total: 51.4974; Orientation: 0.0041; Line Search: 38.4142
Adding measurement 80c35a9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.07519528269767761;dx=-1.9721141066052875E-6
New Minimum: 0.07519528269767761 > -0.27011895179748535
END: th(187148.86177126726)=-0.27011895179748535; dx=-1.7034367298907585E-6 evalInputDelta=0.34531423449516296
Fitness changed from 0.07519528269767761 to -0.27011895179748535
Iteration 2 complete. Error: -0.27011895179748535 Total: 12.8564; Orientation: 0.0038; Line Search: 8.5503
Adding measurement 5bc04ec8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.27011895179748535;dx=-1.680853156494221E-6
New Minimum: -0.27011895179748535 > -0.8561776429414749
END: th(403200.00000000006)=-0.8561776429414749; dx=-1.1994300881830262E-6 evalInputDelta=0.5860586911439896
Fitness changed from -0.27011895179748535 to -0.8561776429414749
Iteration 3 complete. Error: -0.8561776429414749 Total: 12.9781; Orientation: 0.0037; Line Search: 8.5370
Adding measurement 4999c847 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.042e+03, gradient 1.087e-03, dot -0.837; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8561776429414749, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 4999c847 to history. Total: 3
th(0)=-0.8561776429414749;dx=-1.1809099618671936E-6
New Minimum: -0.8561776429414749 > -1.6340394914150238
END: th(868668.0670208557)=-1.6340394914150238; dx=-6.23295657808629E-7 evalInputDelta=0.7778618484735489
Fitness changed from -0.8561776429414749 to -1.6340394914150238
Iteration 4 complete. Error: -1.6340394914150238 Total: 12.8826; Orientation: 0.0568; Line Search: 8.4909
Adding measurement 3ed00608 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.971e+03, gradient 7.849e-04, dot -0.656; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6340394914150238, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 3ed00608 to history. Total: 3
th(0)=-1.6340394914150238;dx=-6.159915206477124E-7
New Minimum: -1.6340394914150238 > -2.3338757753372192
END: th(1871488.617712673)=-2.3338757753372192; dx=-1.8884870623112405E-7 evalInputDelta=0.6998362839221954
Fitness changed from -1.6340394914150238 to -2.3338757753372192
Iteration 5 complete. Error: -2.3338757753372192 Total: 12.9016; Orientation: 0.0584; Line Search: 8.5977
Adding measurement 2b601640 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.940e+03, gradient 6.115e-04, dot -0.444; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3338757753372192, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 2b601640 to history. Total: 3
th(0)=-2.3338757753372192;dx=-3.73879863789722E-7
Armijo: th(4032000.0000000014)=-1.148449644446373; dx=6.13449694895821E-7 evalInputDelta=-1.1854261308908463
Armijo: th(2016000.0000000007)=-2.218736730515957; dx=3.784620917524573E-7 evalInputDelta=-0.11513904482126236
New Minimum: -2.3338757753372192 > -2.477000169456005
END: th(672000.0000000002)=-2.477000169456005; dx=-5.693632238092132E-8 evalInputDelta=0.14312439411878586
Fitness changed from -2.3338757753372192 to -2.477000169456005
Iteration 6 complete. Error: -2.477000169456005 Total: 22.3930; Orientation: 0.0594; Line Search: 17.5493
Adding measurement 7791f607 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.345e+03, gradient 4.760e-04, dot -0.413; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.477000169456005, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 7791f607 to history. Total: 3
th(0)=-2.477000169456005;dx=-2.2653423881297155E-7
New Minimum: -2.477000169456005 > -2.579227715730667
WOLF (strong): th(1447780.1117014263)=-2.579227715730667; dx=4.42257145121499E-8 evalInputDelta=0.10222754627466202
END: th(723890.0558507132)=-2.577052593231201; dx=-5.980368619354554E-8 evalInputDelta=0.10005242377519608
Fitness changed from -2.477000169456005 to -2.579227715730667
Iteration 7 complete. Error: -2.579227715730667 Total: 17.4332; Orientation: 0.0565; Line Search: 13.0120
Adding measurement 58ee7a14 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.782e+03, gradient 6.943e-04, dot -0.338; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.579227715730667, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 58ee7a14 to history. Total: 3
th(0)=-2.579227715730667;dx=-4.82093413306897E-7
Armijo: th(1559573.8480938943)=-2.334687203168869; dx=7.332552338106899E-7 evalInputDelta=-0.2445405125617981
New Minimum: -2.579227715730667 > -2.702536005526781
WOLF (strong): th(779786.9240469472)=-2.702536005526781; dx=1.764401005222098E-7 evalInputDelta=0.12330828979611397
END: th(259928.97468231572)=-2.677719198167324; dx=-2.7132856498566933E-7 evalInputDelta=0.09849148243665695
Fitness changed from -2.579227715730667 to -2.702536005526781
Iteration 8 complete. Error: -2.702536005526781 Total: 22.1725; Orientation: 0.0582; Line Search: 17.5781
Adding measurement 727bbdee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.373e+02, gradient 5.385e-04, dot -0.264; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.702536005526781, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 727bbdee to history. Total: 3
th(0)=-2.702536005526781;dx=-2.8991505696448376E-7
New Minimum: -2.702536005526781 > -2.7805452719330788
END: th(560000.0000000002)=-2.7805452719330788; dx=-5.585059843428168E-9 evalInputDelta=0.07800926640629768
Fitness changed from -2.702536005526781 to -2.7805452719330788
Iteration 9 complete. Error: -2.7805452719330788 Total: 13.0401; Orientation: 0.0560; Line Search: 8.5225
Adding measurement 6f2fbc95 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.437e+03, gradient 3.178e-04, dot -0.548; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7805452719330788, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 6f2fbc95 to history. Total: 3
th(0)=-2.7805452719330788;dx=-1.009722121321843E-7
New Minimum: -2.7805452719330788 > -2.854443997144699
END: th(1206483.4264178555)=-2.854443997144699; dx=-2.0317929779407118E-8 evalInputDelta=0.07389872521162033
Fitness changed from -2.7805452719330788 to -2.854443997144699
Iteration 10 complete. Error: -2.854443997144699 Total: 12.8260; Orientation: 0.0564; Line Search: 8.5143
Adding measurement 3476e659 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.663e+02, gradient 3.814e-04, dot -0.333; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.854443997144699, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 3476e659 to history. Total: 3
th(0)=-2.854443997144699;dx=-1.4544936314372764E-7
Armijo: th(2599289.7468231576)=-2.6993406265974045; dx=1.8311472183045337E-7 evalInputDelta=-0.15510337054729462
New Minimum: -2.854443997144699 > -2.8816194012761116
WOLF (strong): th(1299644.8734115788)=-2.8816194012761116; dx=7.995883561429266E-8 evalInputDelta=0.027175404131412506
New Minimum: -2.8816194012761116 > -2.897200543433428
END: th(433214.9578038596)=-2.897200543433428; dx=-5.4424277291189926E-8 evalInputDelta=0.042756546288728714
Fitness changed from -2.854443997144699 to -2.897200543433428
Iteration 11 complete. Error: -2.897200543433428 Total: 22.3922; Orientation: 0.0557; Line Search: 18.1148
Adding measurement 14db0ff6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.188e+03, gradient 2.424e-04, dot -0.586; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.897200543433428, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 14db0ff6 to history. Total: 3
th(0)=-2.897200543433428;dx=-5.87535874820051E-8
New Minimum: -2.897200543433428 > -2.949483245611191
WOLFE (weak): th(933333.333333334)=-2.949483245611191; dx=-5.332808943852672E-8 evalInputDelta=0.052282702177762985
New Minimum: -2.949483245611191 > -2.9968001022934914
END: th(1866666.666666668)=-2.9968001022934914; dx=-4.806785912542917E-8 evalInputDelta=0.09959955886006355
Fitness changed from -2.897200543433428 to -2.9968001022934914
Iteration 12 complete. Error: -2.9968001022934914 Total: 17.8513; Orientation: 0.0565; Line Search: 13.4675
Adding measurement 497961eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.028e+03, gradient 2.247e-04, dot -0.539; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9968001022934914, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 497961eb to history. Total: 3
th(0)=-2.9968001022934914;dx=-5.0504667373163996E-8
New Minimum: -2.9968001022934914 > -3.1138768531382084
END: th(4021611.4213928524)=-3.1138768531382084; dx=-1.2460108827524659E-8 evalInputDelta=0.11707675084471703
Fitness changed from -2.9968001022934914 to -3.1138768531382084
Iteration 13 complete. Error: -3.1138768531382084 Total: 12.8474; Orientation: 0.0563; Line Search: 8.5090
Adding measurement 7ff9c99b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.277e+03, gradient 4.624e-04, dot -0.296; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1138768531382084, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 7ff9c99b to history. Total: 3
th(0)=-3.1138768531382084;dx=-2.1382442291977928E-7
Armijo: th(8664299.156077193)=2.448451414704323; dx=6.804444569563294E-7 evalInputDelta=-5.562328267842531
Armijo: th(4332149.578038597)=-1.0629494413733482; dx=8.67564281609711E-7 evalInputDelta=-2.05092741176486
Armijo: th(1444049.8593461988)=-3.026206560432911; dx=3.299545566089311E-7 evalInputDelta=-0.08767029270529747
New Minimum: -3.1138768531382084 > -3.1670393496751785
END: th(361012.4648365497)=-3.1670393496751785; dx=-7.917672599319026E-8 evalInputDelta=0.05316249653697014
Fitness changed from -3.1138768531382084 to -3.1670393496751785
Iteration 14 complete. Error: -3.1670393496751785 Total: 25.6318; Orientation: 0.0563; Line Search: 21.2753
Adding measurement 72bb649 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.070e+03, gradient 2.121e-04, dot -0.516; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1670393496751785, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 72bb649 to history. Total: 3
th(0)=-3.1670393496751785;dx=-4.49797920970115E-8
New Minimum: -3.1670393496751785 > -3.1926078647375107
END: th(777777.7777777783)=-3.1926078647375107; dx=-2.0709267582842993E-8 evalInputDelta=0.025568515062332153
Fitness changed from -3.1670393496751785 to -3.1926078647375107
Iteration 15 complete. Error: -3.1926078647375107 Total: 12.8285; Orientation: 0.0567; Line Search: 8.5985
Adding measurement 37b75992 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.944e+02, gradient 1.905e-04, dot -0.497; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1926078647375107, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 37b75992 to history. Total: 3
th(0)=-3.1926078647375107;dx=-3.628588799543076E-8
New Minimum: -3.1926078647375107 > -3.2295016683638096
END: th(1675671.4255803553)=-3.2295016683638096; dx=-8.866042577139466E-9 evalInputDelta=0.036893803626298904
Fitness changed from -3.1926078647375107 to -3.2295016683638096
Iteration 16 complete. Error: -3.2295016683638096 Total: 12.9160; Orientation: 0.0588; Line Search: 8.6840
Adding measurement 72d26f47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.138e+03, gradient 2.718e-04, dot -0.410; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2295016683638096, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 72d26f47 to history. Total: 3
th(0)=-3.2295016683638096;dx=-7.385567655840667E-8
Armijo: th(3610124.6483654976)=-2.803684324026108; dx=2.9518412313503574E-7 evalInputDelta=-0.4258173443377018
Armijo: th(1805062.3241827488)=-3.187457237392664; dx=1.226711041582738E-7 evalInputDelta=-0.04204443097114563
New Minimum: -3.2295016683638096 > -3.255056072026491
END: th(601687.4413942496)=-3.255056072026491; dx=-1.0340145906677004E-8 evalInputDelta=0.02555440366268158
Fitness changed from -3.2295016683638096 to -3.255056072026491
Iteration 17 complete. Error: -3.255056072026491 Total: 21.8387; Orientation: 0.0568; Line Search: 17.5188
Adding measurement 2995244f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.978e+02, gradient 1.722e-04, dot -0.525; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.255056072026491, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 2995244f to history. Total: 3
th(0)=-3.255056072026491;dx=-2.9660054792053507E-8
New Minimum: -3.255056072026491 > -3.2837809175252914
END: th(1296296.2962962973)=-3.2837809175252914; dx=-1.509594356544289E-8 evalInputDelta=0.028724845498800278
Fitness changed from -3.255056072026491 to -3.2837809175252914
Iteration 18 complete. Error: -3.2837809175252914 Total: 12.8612; Orientation: 0.0565; Line Search: 8.5165
Adding measurement 512d3398 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.064e+03, gradient 1.974e-04, dot -0.507; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2837809175252914, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 512d3398 to history. Total: 3
th(0)=-3.2837809175252914;dx=-3.895229255998373E-8
Armijo: th(2792785.7093005925)=-3.247698437422514; dx=6.534992589855463E-8 evalInputDelta=-0.03608248010277748
New Minimum: -3.2837809175252914 > -3.302301675081253
WOLF (strong): th(1396392.8546502963)=-3.302301675081253; dx=1.2716026116951787E-8 evalInputDelta=0.01852075755596161
END: th(465464.2848834321)=-3.297950394451618; dx=-2.1901563482805984E-8 evalInputDelta=0.014169476926326752
Fitness changed from -3.2837809175252914 to -3.302301675081253
Iteration 19 complete. Error: -3.302301675081253 Total: 22.3110; Orientation: 0.0542; Line Search: 17.2304
Adding measurement 1855ebd8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.630e+02, gradient 3.125e-04, dot -0.255; [c79ca030-8d5f-4323-a771-5e074d407ce2 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.302301675081253, -0.27011895179748535, 0.07519528269767761, 0.2543502151966095
LBFGS Accumulation History: 3 points
Removed measurement 1855ebd8 to history. Total: 3
th(0)=-3.302301675081253;dx=-9.763416470363098E-8
New Minimum: -3.302301675081253 > -3.3137912675738335
WOLF (strong): th(1002812.4023237495)=-3.3137912675738335; dx=6.379851856520904E-8 evalInputDelta=0.011489592492580414
New Minimum: -3.3137912675738335 > -3.3283188194036484
END: th(501406.20116187475)=-3.3283188194036484; dx=-8.78873834152262E-9 evalInputDelta=0.026017144322395325
Fitness changed from -3.302301675081253 to -3.3283188194036484
Iteration 20 complete. Error: -3.3283188194036484 Total: 17.3067; Orientation: 0.0597; Line Search: 12.8303
Final threshold in iteration 21: -3.3283188194036484 (> -Infinity) after 369.765s (< 5400.000s)
