Reset training subject: 2804171356200
Reset training subject: 2808671465000
Adding measurement 50a7aca7 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.286814339458942;dx=-3.775863579766443E-6
New Minimum: 4.286814339458942 > 4.286805525422096
WOLFE (weak): th(2.154434690031884)=4.286805525422096; dx=-3.738044629399873E-6 evalInputDelta=8.814036846160889E-6
New Minimum: 4.286805525422096 > 4.286796532571316
WOLFE (weak): th(4.308869380063768)=4.286796532571316; dx=-3.7386421859747377E-6 evalInputDelta=1.780688762664795E-5
New Minimum: 4.286796532571316 > 4.2867609187960625
WOLFE (weak): th(12.926608140191302)=4.2867609187960625; dx=-3.7299085778116115E-6 evalInputDelta=5.342066287994385E-5
New Minimum: 4.2867609187960625 > 4.28660137206316
WOLFE (weak): th(51.70643256076521)=4.28660137206316; dx=-3.738744626397966E-6 evalInputDelta=2.129673957824707E-4
New Minimum: 4.28660137206316 > 4.285748451948166
WOLFE (weak): th(258.53216280382605)=4.285748451948166; dx=-3.7389433120252953E-6 evalInputDelta=0.0010658875107765198
New Minimum: 4.285748451948166 > 4.280423417687416
WOLFE (weak): th(1551.1929768229563)=4.280423417687416; dx=-3.7327033122890415E-6 evalInputDelta=0.006390921771526337
New Minimum: 4.280423417687416 > 4.242174036800861
WOLFE (weak): th(10858.350837760694)=4.242174036800861; dx=-3.7224827562843613E-6 evalInputDelta=0.044640302658081055
New Minimum: 4.242174036800861 > 3.936525359749794
WOLFE (weak): th(86866.80670208555)=3.936525359749794; dx=-3.5135487849755637E-6 evalInputDelta=0.3502889797091484
New Minimum: 3.936525359749794 > 2.301947295665741
END: th(781801.26031877)=2.301947295665741; dx=-1.0949445927904495E-6 evalInputDelta=1.9848670437932014
Fitness changed from 4.286814339458942 to 2.301947295665741
Iteration 1 complete. Error: 2.301947295665741 Total: 58.1028; Orientation: 0.0063; Line Search: 44.8393
Adding measurement eef197f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.301947295665741;dx=-1.7369753547370347E-6
New Minimum: 2.301947295665741 > 0.6339238882064819
END: th(1684339.7559414052)=0.6339238882064819; dx=-4.6451517143889874E-7 evalInputDelta=1.668023407459259
Fitness changed from 2.301947295665741 to 0.6339238882064819
Iteration 2 complete. Error: 0.6339238882064819 Total: 13.1380; Orientation: 0.0036; Line Search: 8.6113
Adding measurement 20a83596 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6339238882064819;dx=-1.9385331063627056E-6
Armijo: th(3628800.0)=1.439015343785286; dx=2.8596391427373475E-7 evalInputDelta=-0.805091455578804
Armijo: th(1814400.0)=0.8406267464160919; dx=4.029337032331044E-7 evalInputDelta=-0.20670285820960999
New Minimum: 0.6339238882064819 > 0.20289821922779083
WOLF (strong): th(604800.0)=0.20289821922779083; dx=2.0085343168924363E-7 evalInputDelta=0.4310256689786911
END: th(151200.0)=0.3802014887332916; dx=-1.1668344941769498E-6 evalInputDelta=0.2537223994731903
Fitness changed from 0.6339238882064819 to 0.20289821922779083
Iteration 3 complete. Error: 0.20289821922779083 Total: 26.3258; Orientation: 0.0038; Line Search: 22.0246
Adding measurement 1881de70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.309e+03, gradient 1.220e-03, dot -0.528; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.20289821922779083, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 1881de70 to history. Total: 3
th(0)=0.20289821922779083;dx=-1.486431093463313E-6
New Minimum: 0.20289821922779083 > -0.14923487603664398
END: th(325750.5251328208)=-0.14923487603664398; dx=-5.087991552502859E-7 evalInputDelta=0.3521330952644348
Fitness changed from 0.20289821922779083 to -0.14923487603664398
Iteration 4 complete. Error: -0.14923487603664398 Total: 13.0116; Orientation: 0.0632; Line Search: 8.6608
Adding measurement 4e2ddaef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.621e+03, gradient 6.722e-04, dot -0.825; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14923487603664398, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 4e2ddaef to history. Total: 3
th(0)=-0.14923487603664398;dx=-4.5143310843574335E-7
New Minimum: -0.14923487603664398 > -0.45555712282657623
END: th(701808.2316422522)=-0.45555712282657623; dx=-3.580676761187307E-7 evalInputDelta=0.30632224678993225
Fitness changed from -0.14923487603664398 to -0.45555712282657623
Iteration 5 complete. Error: -0.45555712282657623 Total: 13.4469; Orientation: 0.0634; Line Search: 8.9197
Adding measurement 32d96296 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.699e+03, gradient 5.753e-04, dot -0.858; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.45555712282657623, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 32d96296 to history. Total: 3
th(0)=-0.45555712282657623;dx=-3.306264889335792E-7
New Minimum: -0.45555712282657623 > -0.8991103395819664
END: th(1512000.0)=-0.8991103395819664; dx=-2.1599867220556053E-7 evalInputDelta=0.44355321675539017
Fitness changed from -0.45555712282657623 to -0.8991103395819664
Iteration 6 complete. Error: -0.8991103395819664 Total: 13.0963; Orientation: 0.0638; Line Search: 8.7599
Adding measurement 766f9053 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.157e+03, gradient 4.869e-04, dot -0.785; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8991103395819664, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 766f9053 to history. Total: 3
th(0)=-0.8991103395819664;dx=-2.369352602300335E-7
New Minimum: -0.8991103395819664 > -1.0641142278909683
WOLF (strong): th(3257505.2513282085)=-1.0641142278909683; dx=9.61595339489099E-8 evalInputDelta=0.16500388830900192
New Minimum: -1.0641142278909683 > -1.1257096454501152
END: th(1628752.6256641042)=-1.1257096454501152; dx=-3.0463003973665746E-8 evalInputDelta=0.2265993058681488
Fitness changed from -0.8991103395819664 to -1.1257096454501152
Iteration 7 complete. Error: -1.1257096454501152 Total: 17.3671; Orientation: 0.0633; Line Search: 12.9043
Adding measurement 633290e6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.906e+03, gradient 8.411e-04, dot -0.487; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1257096454501152, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 633290e6 to history. Total: 3
th(0)=-1.1257096454501152;dx=-7.068722389461231E-7
Armijo: th(3509041.1582112615)=0.4831914007663727; dx=4.257742545040658E-7 evalInputDelta=-1.6089010462164879
Armijo: th(1754520.5791056307)=-0.5610169917345047; dx=6.353340228777827E-7 evalInputDelta=-0.5646926537156105
New Minimum: -1.1257096454501152 > -1.24070642888546
WOLF (strong): th(584840.1930352102)=-1.24070642888546; dx=2.2211921783443796E-7 evalInputDelta=0.1149967834353447
END: th(146210.04825880256)=-1.2134601324796677; dx=-4.0352904384835076E-7 evalInputDelta=0.08775048702955246
Fitness changed from -1.1257096454501152 to -1.24070642888546
Iteration 8 complete. Error: -1.24070642888546 Total: 26.9076; Orientation: 0.0626; Line Search: 22.4101
Adding measurement 364cb75f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.288e+03, gradient 6.339e-04, dot -0.570; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.24070642888546, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 364cb75f to history. Total: 3
th(0)=-1.24070642888546;dx=-4.014519242230359E-7
New Minimum: -1.24070642888546 > -1.3404302969574928
END: th(315000.00000000006)=-1.3404302969574928; dx=-1.8045778117870316E-7 evalInputDelta=0.09972386807203293
Fitness changed from -1.24070642888546 to -1.3404302969574928
Iteration 9 complete. Error: -1.3404302969574928 Total: 13.0164; Orientation: 0.0601; Line Search: 8.6222
Adding measurement 730f53ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.872e+03, gradient 3.698e-04, dot -0.798; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3404302969574928, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 730f53ef to history. Total: 3
th(0)=-1.3404302969574928;dx=-1.366076199446838E-7
New Minimum: -1.3404302969574928 > -1.4285771250724792
END: th(678646.9273600435)=-1.4285771250724792; dx=-1.0347195748883628E-7 evalInputDelta=0.08814682811498642
Fitness changed from -1.3404302969574928 to -1.4285771250724792
Iteration 10 complete. Error: -1.4285771250724792 Total: 13.1670; Orientation: 0.0634; Line Search: 8.7777
Adding measurement 49493e99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.724e+03, gradient 3.450e-04, dot -0.794; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4285771250724792, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 49493e99 to history. Total: 3
th(0)=-1.4285771250724792;dx=-1.1892872037441728E-7
New Minimum: -1.4285771250724792 > -1.5771538764238358
END: th(1462100.4825880257)=-1.5771538764238358; dx=-7.228730235839808E-8 evalInputDelta=0.1485767513513565
Fitness changed from -1.4285771250724792 to -1.5771538764238358
Iteration 11 complete. Error: -1.5771538764238358 Total: 13.1285; Orientation: 0.0599; Line Search: 8.6047
Adding measurement b55f397 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.939e+03, gradient 4.051e-04, dot -0.679; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5771538764238358, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement b55f397 to history. Total: 3
th(0)=-1.5771538764238358;dx=-1.6396854024655695E-7
Armijo: th(3150000.000000001)=-1.0576021075248718; dx=4.337281985056704E-7 evalInputDelta=-0.5195517688989639
New Minimum: -1.5771538764238358 > -1.5782866328954697
WOLF (strong): th(1575000.0000000005)=-1.5782866328954697; dx=1.6280007645568839E-7 evalInputDelta=0.0011327564716339111
New Minimum: -1.5782866328954697 > -1.639721043407917
END: th(525000.0000000001)=-1.639721043407917; dx=-5.5821003352583815E-8 evalInputDelta=0.06256716698408127
Fitness changed from -1.5771538764238358 to -1.639721043407917
Iteration 12 complete. Error: -1.639721043407917 Total: 21.6499; Orientation: 0.0592; Line Search: 17.2432
Adding measurement 4433bb94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.555e+03, gradient 3.148e-04, dot -0.758; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.639721043407917, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 4433bb94 to history. Total: 3
th(0)=-1.639721043407917;dx=-9.902944839419062E-8
New Minimum: -1.639721043407917 > -1.7280957773327827
END: th(1131078.2122667392)=-1.7280957773327827; dx=-4.875953479724054E-8 evalInputDelta=0.08837473392486572
Fitness changed from -1.639721043407917 to -1.7280957773327827
Iteration 13 complete. Error: -1.7280957773327827 Total: 13.1009; Orientation: 0.0594; Line Search: 8.6576
Adding measurement 69262db6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.906e+03, gradient 3.734e-04, dot -0.676; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7280957773327827, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 69262db6 to history. Total: 3
th(0)=-1.7280957773327827;dx=-1.3927605459637792E-7
Armijo: th(2436834.1376467096)=-1.528983287513256; dx=2.7712910060427565E-7 evalInputDelta=-0.19911248981952667
New Minimum: -1.7280957773327827 > -1.7676634714007378
WOLF (strong): th(1218417.0688233548)=-1.7676634714007378; dx=7.865480108117318E-8 evalInputDelta=0.03956769406795502
New Minimum: -1.7676634714007378 > -1.773190464824438
END: th(406139.0229411183)=-1.773190464824438; dx=-6.649262808779463E-8 evalInputDelta=0.04509468749165535
Fitness changed from -1.7280957773327827 to -1.773190464824438
Iteration 14 complete. Error: -1.773190464824438 Total: 21.9348; Orientation: 0.0594; Line Search: 17.5970
Adding measurement 29d59b63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.574e+03, gradient 2.698e-04, dot -0.816; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.773190464824438, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 29d59b63 to history. Total: 3
th(0)=-1.773190464824438;dx=-7.272758667817565E-8
New Minimum: -1.773190464824438 > -1.838571522384882
WOLFE (weak): th(875000.0000000003)=-1.838571522384882; dx=-6.585459681270079E-8 evalInputDelta=0.06538105756044388
New Minimum: -1.838571522384882 > -1.8981458991765976
END: th(1750000.0000000007)=-1.8981458991765976; dx=-6.025833758686049E-8 evalInputDelta=0.1249554343521595
Fitness changed from -1.773190464824438 to -1.8981458991765976
Iteration 15 complete. Error: -1.8981458991765976 Total: 18.3183; Orientation: 0.0597; Line Search: 13.8449
Adding measurement 221132fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+03, gradient 2.678e-04, dot -0.781; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8981458991765976, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 221132fc to history. Total: 3
th(0)=-1.8981458991765976;dx=-7.164259370507173E-8
New Minimum: -1.8981458991765976 > -1.9602159075438976
WOLF (strong): th(3770260.7075557983)=-1.9602159075438976; dx=3.6507850890620466E-8 evalInputDelta=0.062070008367300034
New Minimum: -1.9602159075438976 > -1.983431100845337
END: th(1885130.3537778992)=-1.983431100845337; dx=-1.3750329271385118E-8 evalInputDelta=0.08528520166873932
Fitness changed from -1.8981458991765976 to -1.983431100845337
Iteration 16 complete. Error: -1.983431100845337 Total: 17.7107; Orientation: 0.0624; Line Search: 13.3385
Adding measurement 2bb3f17e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.206e+03, gradient 4.724e-04, dot -0.466; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.983431100845337, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 2bb3f17e to history. Total: 3
th(0)=-1.983431100845337;dx=-2.230223929885235E-7
Armijo: th(4061390.229411184)=-0.8740335404872894; dx=3.4157487352526827E-7 evalInputDelta=-1.1093975603580475
Armijo: th(2030695.114705592)=-1.6759602390229702; dx=3.429386181246962E-7 evalInputDelta=-0.3074708618223667
New Minimum: -1.983431100845337 > -2.030160825699568
WOLF (strong): th(676898.3715685307)=-2.030160825699568; dx=7.366156338431774E-8 evalInputDelta=0.04672972485423088
END: th(169224.59289213267)=-2.016251638531685; dx=-1.3612926351829265E-7 evalInputDelta=0.03282053768634796
Fitness changed from -1.983431100845337 to -2.030160825699568
Iteration 17 complete. Error: -2.030160825699568 Total: 26.6510; Orientation: 0.0592; Line Search: 22.1768
Adding measurement 41fdce1c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.866e+03, gradient 3.834e-04, dot -0.569; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.030160825699568, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 41fdce1c to history. Total: 3
th(0)=-2.030160825699568;dx=-1.4682787490804927E-7
New Minimum: -2.030160825699568 > -2.071248773485422
END: th(364583.3333333336)=-2.071248773485422; dx=-6.073085176359751E-8 evalInputDelta=0.04108794778585434
Fitness changed from -2.030160825699568 to -2.071248773485422
Iteration 18 complete. Error: -2.071248773485422 Total: 13.2332; Orientation: 0.0595; Line Search: 8.7309
Adding measurement 12003892 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.488e+03, gradient 2.240e-04, dot -0.806; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.071248773485422, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 12003892 to history. Total: 3
th(0)=-2.071248773485422;dx=-5.013207512558154E-8
New Minimum: -2.071248773485422 > -2.111176162958145
END: th(785470.9807407915)=-2.111176162958145; dx=-4.395838778218957E-8 evalInputDelta=0.03992738947272301
Fitness changed from -2.071248773485422 to -2.111176162958145
Iteration 19 complete. Error: -2.111176162958145 Total: 13.0062; Orientation: 0.0614; Line Search: 8.6045
Adding measurement 21ee21f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.390e+03, gradient 2.161e-04, dot -0.795; [326073ce-de4e-461b-9075-c0591e4cea32 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.111176162958145, 0.6339238882064819, 2.301947295665741, 4.286814339458942
LBFGS Accumulation History: 3 points
Removed measurement 21ee21f2 to history. Total: 3
th(0)=-2.111176162958145;dx=-4.6585905591818265E-8
New Minimum: -2.111176162958145 > -2.185932017862797
END: th(1692245.928921327)=-2.185932017862797; dx=-3.57121381752746E-8 evalInputDelta=0.07475585490465164
Fitness changed from -2.111176162958145 to -2.185932017862797
Iteration 20 complete. Error: -2.185932017862797 Total: 12.9489; Orientation: 0.0594; Line Search: 8.5743
Final threshold in iteration 21: -2.185932017862797 (> -Infinity) after 379.263s (< 5400.000s)
