Reset training subject: 640878268068100
Reset training subject: 640912879643200
Adding measurement 7b9a8ab1 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.9555508196353912;dx=-4.5755269602338637E-7
New Minimum: 0.9555508196353912 > 0.9555497020483017
WOLFE (weak): th(2.154434690031884)=0.9555497020483017; dx=-4.126452532690243E-7 evalInputDelta=1.1175870895385742E-6
New Minimum: 0.9555497020483017 > 0.955547958612442
WOLFE (weak): th(4.308869380063768)=0.955547958612442; dx=-4.1817239961624475E-7 evalInputDelta=2.86102294921875E-6
New Minimum: 0.955547958612442 > 0.9555430263280869
WOLFE (weak): th(12.926608140191302)=0.9555430263280869; dx=-4.13828590511096E-7 evalInputDelta=7.793307304382324E-6
New Minimum: 0.9555430263280869 > 0.9555199593305588
WOLFE (weak): th(51.70643256076521)=0.9555199593305588; dx=-4.1419950427635757E-7 evalInputDelta=3.0860304832458496E-5
New Minimum: 0.9555199593305588 > 0.9553966224193573
WOLFE (weak): th(258.53216280382605)=0.9553966224193573; dx=-4.1275966139944347E-7 evalInputDelta=1.5419721603393555E-4
New Minimum: 0.9553966224193573 > 0.9546258300542831
WOLFE (weak): th(1551.1929768229563)=0.9546258300542831; dx=-4.1912268331949093E-7 evalInputDelta=9.249895811080933E-4
New Minimum: 0.9546258300542831 > 0.9490809589624405
WOLFE (weak): th(10858.350837760694)=0.9490809589624405; dx=-4.12561420406633E-7 evalInputDelta=0.006469860672950745
New Minimum: 0.9490809589624405 > 0.9042308777570724
END: th(86866.80670208555)=0.9042308777570724; dx=-4.047346937707368E-7 evalInputDelta=0.05131994187831879
Fitness changed from 0.9555508196353912 to 0.9042308777570724
Iteration 1 complete. Error: 0.9042308777570724 Total: 412.3170; Orientation: 0.0465; Line Search: 309.6595
Adding measurement 7c8d8375 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=0.9042308777570724;dx=-3.8149518979711686E-7
New Minimum: 0.9042308777570724 > 0.7987555116415024
WOLFE (weak): th(187148.86177126726)=0.7987555116415024; dx=-3.6423465413784913E-7 evalInputDelta=0.10547536611557007
New Minimum: 0.7987555116415024 > 0.6981234550476074
WOLFE (weak): th(374297.7235425345)=0.6981234550476074; dx=-3.4657828084014454E-7 evalInputDelta=0.20610742270946503
New Minimum: 0.6981234550476074 > 0.3518989086151123
END: th(1122893.1706276035)=0.3518989086151123; dx=-2.637895283063657E-7 evalInputDelta=0.5523319691419601
Fitness changed from 0.9042308777570724 to 0.3518989086151123
Iteration 2 complete. Error: 0.3518989086151123 Total: 172.9185; Orientation: 0.0463; Line Search: 137.6889
Adding measurement 865cc06 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.3518989086151123;dx=-2.5341713626802805E-7
New Minimum: 0.3518989086151123 > -0.30792336165905
END: th(2419200.0000000005)=-0.30792336165905; dx=-1.485290003302878E-7 evalInputDelta=0.6598222702741623
Fitness changed from 0.3518989086151123 to -0.30792336165905
Iteration 3 complete. Error: -0.30792336165905 Total: 104.3373; Orientation: 0.0567; Line Search: 67.3192
Adding measurement 6bb4989a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.585e+03, gradient 4.003e-04, dot -0.650; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30792336165905, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 6bb4989a to history. Total: 3
th(0)=-0.30792336165905;dx=-1.5382827560570906E-7
New Minimum: -0.30792336165905 > -1.1356145814061165
END: th(5212008.402125134)=-1.1356145814061165; dx=-9.038884607557886E-8 evalInputDelta=0.8276912197470665
Fitness changed from -0.30792336165905 to -1.1356145814061165
Iteration 4 complete. Error: -1.1356145814061165 Total: 103.4891; Orientation: 0.8641; Line Search: 67.3727
Adding measurement 6cf496d7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.518e+03, gradient 3.139e-04, dot -0.711; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1356145814061165, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 6cf496d7 to history. Total: 3
th(0)=-1.1356145814061165;dx=-9.756562550239208E-8
New Minimum: -1.1356145814061165 > -2.0544531494379044
END: th(1.1228931706276037E7)=-2.0544531494379044; dx=-3.387826577452677E-8 evalInputDelta=0.9188385680317879
Fitness changed from -1.1356145814061165 to -2.0544531494379044
Iteration 5 complete. Error: -2.0544531494379044 Total: 104.8165; Orientation: 0.8062; Line Search: 69.8825
Adding measurement 4555837a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.840e+03, gradient 2.894e-04, dot -0.373; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.0544531494379044, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 4555837a to history. Total: 3
th(0)=-2.0544531494379044;dx=-8.287846693872596E-8
Armijo: th(2.4192000000000004E7)=-1.899987205862999; dx=1.5585484682726223E-8 evalInputDelta=-0.1544659435749054
New Minimum: -2.0544531494379044 > -2.167072705924511
WOLF (strong): th(1.2096000000000002E7)=-2.167072705924511; dx=1.4264964557091332E-8 evalInputDelta=0.1126195564866066
New Minimum: -2.167072705924511 > -2.2439578622579575
END: th(4032000.0000000005)=-2.2439578622579575; dx=-7.33395839335702E-9 evalInputDelta=0.1895047128200531
Fitness changed from -2.0544531494379044 to -2.2439578622579575
Iteration 6 complete. Error: -2.2439578622579575 Total: 170.4947; Orientation: 0.7852; Line Search: 134.4918
Adding measurement 170a95d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.984e+03, gradient 2.616e-04, dot -0.469; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2439578622579575, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 170a95d6 to history. Total: 3
th(0)=-2.2439578622579575;dx=-6.624829952370681E-8
New Minimum: -2.2439578622579575 > -2.3386254087090492
WOLF (strong): th(8686680.670208557)=-2.3386254087090492; dx=2.97263087908711E-8 evalInputDelta=0.09466754645109177
New Minimum: -2.3386254087090492 > -2.409659117460251
WOLF (strong): th(4343340.335104278)=-2.409659117460251; dx=3.1850935313185545E-9 evalInputDelta=0.1657012552022934
END: th(1447780.111701426)=-2.3400688618421555; dx=-3.641453266127651E-8 evalInputDelta=0.096110999584198
Fitness changed from -2.2439578622579575 to -2.409659117460251
Iteration 7 complete. Error: -2.409659117460251 Total: 173.6608; Orientation: 0.8121; Line Search: 138.5155
Adding measurement 1cabe199 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.678e+03, gradient 2.420e-04, dot -0.368; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.409659117460251, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 1cabe199 to history. Total: 3
th(0)=-2.409659117460251;dx=-5.7931492866461913E-8
New Minimum: -2.409659117460251 > -2.521113406866789
END: th(3119147.696187788)=-2.521113406866789; dx=-2.7919595765379205E-9 evalInputDelta=0.11145428940653801
Fitness changed from -2.409659117460251 to -2.521113406866789
Iteration 8 complete. Error: -2.521113406866789 Total: 107.5534; Orientation: 1.4208; Line Search: 71.8590
Adding measurement 3c447dd8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.519e+03, gradient 1.764e-04, dot -0.574; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.521113406866789, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 3c447dd8 to history. Total: 3
th(0)=-2.521113406866789;dx=-3.104777378385285E-8
New Minimum: -2.521113406866789 > -2.6503297686576843
END: th(6720000.000000002)=-2.6503297686576843; dx=-4.726191524421243E-10 evalInputDelta=0.12921636179089546
Fitness changed from -2.521113406866789 to -2.6503297686576843
Iteration 9 complete. Error: -2.6503297686576843 Total: 104.7707; Orientation: 0.7967; Line Search: 69.8537
Adding measurement 5f88ae3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.320e+03, gradient 2.217e-04, dot -0.314; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.6503297686576843, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 5f88ae3a to history. Total: 3
th(0)=-2.6503297686576843;dx=-4.768046308972427E-8
Armijo: th(1.4477801117014263E7)=-2.234189949929714; dx=5.035046902907375E-8 evalInputDelta=-0.4161398187279701
Armijo: th(7238900.558507131)=-2.6434115692973137; dx=3.443504838824224E-8 evalInputDelta=-0.006918199360370636
New Minimum: -2.6503297686576843 > -2.7323141545057297
END: th(2412966.8528357106)=-2.7323141545057297; dx=-8.572069113287447E-9 evalInputDelta=0.08198438584804535
Fitness changed from -2.6503297686576843 to -2.7323141545057297
Iteration 10 complete. Error: -2.7323141545057297 Total: 169.7710; Orientation: 0.7449; Line Search: 134.0338
Adding measurement 4624e7fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.909e+03, gradient 1.186e-04, dot -0.667; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7323141545057297, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 4624e7fa to history. Total: 3
th(0)=-2.7323141545057297;dx=-1.396021997076252E-8
New Minimum: -2.7323141545057297 > -2.8149734288454056
END: th(5198579.493646314)=-2.8149734288454056; dx=-1.0593220264133052E-8 evalInputDelta=0.0826592743396759
Fitness changed from -2.7323141545057297 to -2.8149734288454056
Iteration 11 complete. Error: -2.8149734288454056 Total: 101.5578; Orientation: 0.7520; Line Search: 66.8091
Adding measurement 5855e81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.595e+03, gradient 1.066e-04, dot -0.648; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.8149734288454056, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 5855e81 to history. Total: 3
th(0)=-2.8149734288454056;dx=-1.122838507196865E-8
New Minimum: -2.8149734288454056 > -2.936414424329996
END: th(1.1200000000000006E7)=-2.936414424329996; dx=-5.782733897136583E-9 evalInputDelta=0.12144099548459053
Fitness changed from -2.8149734288454056 to -2.936414424329996
Iteration 12 complete. Error: -2.936414424329996 Total: 101.1866; Orientation: 0.7401; Line Search: 68.0572
Adding measurement 77d37af1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.340e+03, gradient 1.317e-04, dot -0.439; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.936414424329996, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 77d37af1 to history. Total: 3
th(0)=-2.936414424329996;dx=-1.7302953100435232E-8
Armijo: th(2.412966852835711E7)=-2.5538164377212524; dx=3.343310945471871E-8 evalInputDelta=-0.38259798660874367
Armijo: th(1.2064834264178555E7)=-2.9079731218516827; dx=1.9280295390757282E-8 evalInputDelta=-0.028441302478313446
New Minimum: -2.936414424329996 > -2.983856223523617
END: th(4021611.421392852)=-2.983856223523617; dx=-2.0635335826716735E-9 evalInputDelta=0.04744179919362068
Fitness changed from -2.936414424329996 to -2.983856223523617
Iteration 13 complete. Error: -2.983856223523617 Total: 174.6232; Orientation: 0.7415; Line Search: 138.8280
Adding measurement 13c988e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.019e+03, gradient 9.629e-05, dot -0.520; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.983856223523617, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 13c988e6 to history. Total: 3
th(0)=-2.983856223523617;dx=-9.162200272195276E-9
New Minimum: -2.983856223523617 > -3.0342808328568935
END: th(8664299.156077193)=-3.0342808328568935; dx=-3.4358630988008037E-10 evalInputDelta=0.05042460933327675
Fitness changed from -2.983856223523617 to -3.0342808328568935
Iteration 14 complete. Error: -3.0342808328568935 Total: 101.2315; Orientation: 0.7292; Line Search: 66.7408
Adding measurement 6e3ff145 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.033e+03, gradient 1.352e-04, dot -0.354; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0342808328568935, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 6e3ff145 to history. Total: 3
th(0)=-3.0342808328568935;dx=-1.7998258209996845E-8
Armijo: th(1.866666666666668E7)=-2.712752502411604; dx=3.8937704568537725E-8 evalInputDelta=-0.3215283304452896
Armijo: th(9333333.33333334)=-3.0247198715806007; dx=1.846578895270445E-8 evalInputDelta=-0.009560961276292801
New Minimum: -3.0342808328568935 > -3.075663398951292
END: th(3111111.1111111133)=-3.075663398951292; dx=-4.1806558210662245E-9 evalInputDelta=0.0413825660943985
Fitness changed from -3.0342808328568935 to -3.075663398951292
Iteration 15 complete. Error: -3.075663398951292 Total: 170.9882; Orientation: 0.7190; Line Search: 136.4722
Adding measurement 6775e67b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.913e+03, gradient 7.211e-05, dot -0.618; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.075663398951292, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 6775e67b to history. Total: 3
th(0)=-3.075663398951292;dx=-4.951699490811299E-9
New Minimum: -3.075663398951292 > -3.11589901894331
END: th(6702685.702321421)=-3.11589901894331; dx=-4.394626815047366E-9 evalInputDelta=0.040235619992017746
Fitness changed from -3.075663398951292 to -3.11589901894331
Iteration 16 complete. Error: -3.11589901894331 Total: 102.9900; Orientation: 0.7266; Line Search: 67.1419
Adding measurement 26566a54 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.700e+03, gradient 6.981e-05, dot -0.559; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.11589901894331, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 26566a54 to history. Total: 3
th(0)=-3.11589901894331;dx=-4.41782283688108E-9
New Minimum: -3.11589901894331 > -3.1847321316599846
END: th(1.444049859346199E7)=-3.1847321316599846; dx=-2.519434820001467E-9 evalInputDelta=0.0688331127166748
Fitness changed from -3.11589901894331 to -3.1847321316599846
Iteration 17 complete. Error: -3.1847321316599846 Total: 105.3127; Orientation: 0.7662; Line Search: 69.7672
Adding measurement 2f66cb5a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.615e+03, gradient 8.589e-05, dot -0.408; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1847321316599846, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 2f66cb5a to history. Total: 3
th(0)=-3.1847321316599846;dx=-7.339750906796175E-9
Armijo: th(3.1111111111111138E7)=-2.8975662291049957; dx=1.575199796672087E-8 evalInputDelta=-0.28716590255498886
Armijo: th(1.5555555555555569E7)=-3.1465946547687054; dx=9.061581211310223E-9 evalInputDelta=-0.03813747689127922
New Minimum: -3.1847321316599846 > -3.2080132961273193
END: th(5185185.185185189)=-3.2080132961273193; dx=-2.580627922862455E-10 evalInputDelta=0.023281164467334747
Fitness changed from -3.1847321316599846 to -3.2080132961273193
Iteration 18 complete. Error: -3.2080132961273193 Total: 170.8496; Orientation: 0.7238; Line Search: 135.7748
Adding measurement 1c1cc71f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.494e+03, gradient 7.688e-05, dot -0.423; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2080132961273193, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 1c1cc71f to history. Total: 3
th(0)=-3.2080132961273193;dx=-5.876198392786881E-9
New Minimum: -3.2080132961273193 > -3.2238932512700558
WOLF (strong): th(1.117114283720237E7)=-3.2238932512700558; dx=3.1152610737741024E-9 evalInputDelta=0.015879955142736435
New Minimum: -3.2238932512700558 > -3.230421293526888
END: th(5585571.418601185)=-3.230421293526888; dx=-7.640535660958721E-10 evalInputDelta=0.022407997399568558
Fitness changed from -3.2080132961273193 to -3.230421293526888
Iteration 19 complete. Error: -3.230421293526888 Total: 136.4381; Orientation: 0.7134; Line Search: 100.5913
Adding measurement 361c42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.563e+03, gradient 7.124e-05, dot -0.459; [9415428c-6280-4ed7-8122-9675281a2ea9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.230421293526888, 0.3518989086151123, 0.9042308777570724, 0.9555508196353912
LBFGS Accumulation History: 3 points
Removed measurement 361c42 to history. Total: 3
th(0)=-3.230421293526888;dx=-4.989463508218453E-9
New Minimum: -3.230421293526888 > -3.2440329417586327
WOLF (strong): th(1.2033748827884994E7)=-3.2440329417586327; dx=2.9689790861941524E-9 evalInputDelta=0.013611648231744766
New Minimum: -3.2440329417586327 > -3.251286596059799
END: th(6016874.413942497)=-3.251286596059799; dx=-7.059181783689125E-10 evalInputDelta=0.0208653025329113
Fitness changed from -3.230421293526888 to -3.251286596059799
Iteration 20 complete. Error: -3.251286596059799 Total: 132.6203; Orientation: 0.7305; Line Search: 99.6560
Final threshold in iteration 21: -3.251286596059799 (> -Infinity) after 2921.927s (< 5400.000s)
