Reset training subject: 31343737211200
Reset training subject: 31415066018700
Adding measurement 1da772b0 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=5.500437774695456;dx=-2.128541159398185E-6
New Minimum: 5.500437774695456 > 5.50043545011431
WOLFE (weak): th(2.154434690031884)=5.50043545011431; dx=-2.078002149402165E-6 evalInputDelta=2.3245811462402344E-6
New Minimum: 5.50043545011431 > 5.500432771630585
WOLFE (weak): th(4.308869380063768)=5.500432771630585; dx=-2.078003387222971E-6 evalInputDelta=5.003064870834351E-6
New Minimum: 5.500432771630585 > 5.50042427983135
WOLFE (weak): th(12.926608140191302)=5.50042427983135; dx=-2.0779732657463247E-6 evalInputDelta=1.3494864106178284E-5
New Minimum: 5.50042427983135 > 5.500384027138352
WOLFE (weak): th(51.70643256076521)=5.500384027138352; dx=-2.0777393863885784E-6 evalInputDelta=5.374755710363388E-5
New Minimum: 5.500384027138352 > 5.500169234350324
WOLFE (weak): th(258.53216280382605)=5.500169234350324; dx=-2.077130517907486E-6 evalInputDelta=2.685403451323509E-4
New Minimum: 5.500169234350324 > 5.498827792704105
WOLFE (weak): th(1551.1929768229563)=5.498827792704105; dx=-2.074491807489229E-6 evalInputDelta=0.0016099819913506508
New Minimum: 5.498827792704105 > 5.489224840886891
WOLFE (weak): th(10858.350837760694)=5.489224840886891; dx=-2.0525356230479645E-6 evalInputDelta=0.01121293380856514
New Minimum: 5.489224840886891 > 5.415425721555948
END: th(86866.80670208555)=5.415425721555948; dx=-1.8130504225344378E-6 evalInputDelta=0.08501205313950777
Fitness changed from 5.500437774695456 to 5.415425721555948
Iteration 1 complete. Error: 5.415425721555948 Total: 834.5686; Orientation: 0.0474; Line Search: 625.3345
Adding measurement 4cb515bf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.415425721555948;dx=-1.7240485882187814E-6
New Minimum: 5.415425721555948 > 5.269744703546166
END: th(187148.86177126726)=5.269744703546166; dx=-1.3634582757935493E-6 evalInputDelta=0.14568101800978184
Fitness changed from 5.415425721555948 to 5.269744703546166
Iteration 2 complete. Error: 5.269744703546166 Total: 211.8815; Orientation: 0.0473; Line Search: 139.5341
Adding measurement f377536 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.269744703546166;dx=-1.4249201918130114E-6
New Minimum: 5.269744703546166 > 5.052311226725578
END: th(403200.00000000006)=5.052311226725578; dx=-8.483072868634603E-7 evalInputDelta=0.2174334768205881
Fitness changed from 5.269744703546166 to 5.052311226725578
Iteration 3 complete. Error: 5.052311226725578 Total: 215.6958; Orientation: 0.0477; Line Search: 144.9354
Adding measurement 66148b10 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.606e+03, gradient 1.203e-03, dot -0.752; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.052311226725578, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 66148b10 to history. Total: 3
th(0)=5.052311226725578;dx=-1.4469427043651584E-6
New Minimum: 5.052311226725578 > 4.8314024191349745
END: th(868668.0670208557)=4.8314024191349745; dx=-3.4150834570128496E-7 evalInputDelta=0.22090880759060383
Fitness changed from 5.052311226725578 to 4.8314024191349745
Iteration 4 complete. Error: 4.8314024191349745 Total: 209.0260; Orientation: 0.7505; Line Search: 137.1422
Adding measurement 6cc47321 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.281e+03, gradient 1.114e-03, dot -0.546; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.8314024191349745, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 6cc47321 to history. Total: 3
th(0)=4.8314024191349745;dx=-1.2409749756816146E-6
New Minimum: 4.8314024191349745 > 4.597165763378143
END: th(1871488.617712673)=4.597165763378143; dx=-5.973740761403734E-9 evalInputDelta=0.23423665575683117
Fitness changed from 4.8314024191349745 to 4.597165763378143
Iteration 5 complete. Error: 4.597165763378143 Total: 212.1136; Orientation: 0.7650; Line Search: 141.2293
Adding measurement b2cecf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.491e+03, gradient 1.029e-03, dot -0.326; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.597165763378143, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement b2cecf to history. Total: 3
th(0)=4.597165763378143;dx=-1.058136747946717E-6
New Minimum: 4.597165763378143 > 4.522806786000729
WOLF (strong): th(4032000.0000000014)=4.522806786000729; dx=2.4384413350860157E-7 evalInputDelta=0.0743589773774147
New Minimum: 4.522806786000729 > 4.296577376313508
WOLF (strong): th(2016000.0000000007)=4.296577376313508; dx=1.6923152816964354E-7 evalInputDelta=0.30058838706463575
END: th(672000.0000000002)=4.337183655239642; dx=-4.5618931955121694E-7 evalInputDelta=0.25998210813850164
Fitness changed from 4.597165763378143 to 4.296577376313508
Iteration 6 complete. Error: 4.296577376313508 Total: 354.0963; Orientation: 0.7476; Line Search: 282.4635
Adding measurement 630dd121 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.532e+03, gradient 1.003e-03, dot -0.294; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.296577376313508, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 630dd121 to history. Total: 3
th(0)=4.296577376313508;dx=-1.0060030136881717E-6
New Minimum: 4.296577376313508 > 3.977037218399346
WOLF (strong): th(1447780.1117014263)=3.977037218399346; dx=7.454265009685056E-8 evalInputDelta=0.3195401579141617
END: th(723890.0558507132)=4.03164466843009; dx=-4.245667076711033E-7 evalInputDelta=0.2649327078834176
Fitness changed from 4.296577376313508 to 3.977037218399346
Iteration 7 complete. Error: 3.977037218399346 Total: 280.6114; Orientation: 0.7659; Line Search: 209.0106
Adding measurement 53106980 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.060e+03, gradient 7.920e-04, dot -0.355; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.977037218399346, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 53106980 to history. Total: 3
th(0)=3.977037218399346;dx=-6.273255404604438E-7
New Minimum: 3.977037218399346 > 3.788292784243822
WOLF (strong): th(1559573.8480938943)=3.788292784243822; dx=1.332968181784023E-7 evalInputDelta=0.18874443415552378
END: th(779786.9240469472)=3.801106059923768; dx=-2.3423118697980977E-7 evalInputDelta=0.17593115847557783
Fitness changed from 3.977037218399346 to 3.788292784243822
Iteration 8 complete. Error: 3.788292784243822 Total: 282.4613; Orientation: 0.7612; Line Search: 208.9843
Adding measurement 217d87b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.393e+03, gradient 8.042e-04, dot -0.349; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.788292784243822, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 217d87b1 to history. Total: 3
th(0)=3.788292784243822;dx=-6.46702947208485E-7
New Minimum: 3.788292784243822 > 3.716908408328891
WOLF (strong): th(1680000.0000000007)=3.716908408328891; dx=3.171619143687726E-7 evalInputDelta=0.0713843759149313
New Minimum: 3.716908408328891 > 3.6387406550347805
END: th(840000.0000000003)=3.6387406550347805; dx=-2.7077094413026826E-8 evalInputDelta=0.1495521292090416
Fitness changed from 3.788292784243822 to 3.6387406550347805
Iteration 9 complete. Error: 3.6387406550347805 Total: 280.0454; Orientation: 0.7706; Line Search: 208.9676
Adding measurement 2a7056da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.751e+03, gradient 5.653e-04, dot -0.494; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6387406550347805, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 2a7056da to history. Total: 3
th(0)=3.6387406550347805;dx=-3.195610479829105E-7
New Minimum: 3.6387406550347805 > 3.574043644592166
WOLF (strong): th(1809725.139626783)=3.574043644592166; dx=1.0586196492475148E-7 evalInputDelta=0.06469701044261456
New Minimum: 3.574043644592166 > 3.555291250348091
END: th(904862.5698133915)=3.555291250348091; dx=-4.549465094272526E-8 evalInputDelta=0.08344940468668938
Fitness changed from 3.6387406550347805 to 3.555291250348091
Iteration 10 complete. Error: 3.555291250348091 Total: 282.3896; Orientation: 0.7288; Line Search: 210.7968
Adding measurement 3e0a2983 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.939e+03, gradient 5.642e-04, dot -0.491; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.555291250348091, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 3e0a2983 to history. Total: 3
th(0)=3.555291250348091;dx=-3.1833576801253315E-7
New Minimum: 3.555291250348091 > 3.537911342456937
WOLF (strong): th(1949467.3101173681)=3.537911342456937; dx=1.06798499154964E-7 evalInputDelta=0.01737990789115429
New Minimum: 3.537911342456937 > 3.496066004037857
WOLF (strong): th(974733.6550586841)=3.496066004037857; dx=4.317800895601618E-8 evalInputDelta=0.05922524631023407
END: th(324911.2183528947)=3.512578146532178; dx=-1.9333508479720419E-7 evalInputDelta=0.0427131038159132
Fitness changed from 3.555291250348091 to 3.496066004037857
Iteration 11 complete. Error: 3.496066004037857 Total: 355.9782; Orientation: 0.7704; Line Search: 284.1479
Adding measurement 1ad33f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.973e+03, gradient 6.434e-04, dot -0.424; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.496066004037857, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 1ad33f7 to history. Total: 3
th(0)=3.496066004037857;dx=-4.139029263804787E-7
New Minimum: 3.496066004037857 > 3.4282060731202364
WOLF (strong): th(700000.0000000005)=3.4282060731202364; dx=6.528515224184994E-8 evalInputDelta=0.06785993091762066
END: th(350000.00000000023)=3.4389460496604443; dx=-2.073972814345855E-7 evalInputDelta=0.057119954377412796
Fitness changed from 3.496066004037857 to 3.4282060731202364
Iteration 12 complete. Error: 3.4282060731202364 Total: 283.3530; Orientation: 0.7506; Line Search: 211.6684
Adding measurement 7f31e54c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.099e+03, gradient 5.600e-04, dot -0.474; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4282060731202364, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 7f31e54c to history. Total: 3
th(0)=3.4282060731202364;dx=-3.1357742935028393E-7
New Minimum: 3.4282060731202364 > 3.385302735492587
WOLF (strong): th(754052.1415111598)=3.385302735492587; dx=6.661872024722047E-8 evalInputDelta=0.04290333762764931
END: th(377026.0707555799)=3.3865413703024387; dx=-1.0522310714149154E-7 evalInputDelta=0.04166470281779766
Fitness changed from 3.4282060731202364 to 3.385302735492587
Iteration 13 complete. Error: 3.385302735492587 Total: 283.4731; Orientation: 0.7401; Line Search: 211.7751
Adding measurement 7f9e6684 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.147e+03, gradient 6.031e-04, dot -0.436; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.385302735492587, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 7f9e6684 to history. Total: 3
th(0)=3.385302735492587;dx=-3.6374698798219716E-7
New Minimum: 3.385302735492587 > 3.347961748018861
WOLF (strong): th(812278.0458822369)=3.347961748018861; dx=1.3970747825725175E-7 evalInputDelta=0.03734098747372627
New Minimum: 3.347961748018861 > 3.336117023602128
END: th(406139.02294111846)=3.336117023602128; dx=-7.262051704412414E-8 evalInputDelta=0.04918571189045906
Fitness changed from 3.385302735492587 to 3.336117023602128
Iteration 14 complete. Error: 3.336117023602128 Total: 284.7999; Orientation: 0.7439; Line Search: 213.5481
Adding measurement 6a80c5ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.223e+03, gradient 3.957e-04, dot -0.642; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.336117023602128, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 6a80c5ce to history. Total: 3
th(0)=3.336117023602128;dx=-1.5659579425803819E-7
New Minimum: 3.336117023602128 > 3.2897803001105785
END: th(875000.0000000007)=3.2897803001105785; dx=-7.058618436611861E-8 evalInputDelta=0.04633672349154949
Fitness changed from 3.336117023602128 to 3.2897803001105785
Iteration 15 complete. Error: 3.2897803001105785 Total: 211.9786; Orientation: 0.7568; Line Search: 141.1642
Adding measurement 262a995a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.302e+03, gradient 4.823e-04, dot -0.524; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2897803001105785, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 262a995a to history. Total: 3
th(0)=3.2897803001105785;dx=-2.3256508432125832E-7
Armijo: th(1885130.3537778999)=3.293141668662429; dx=5.80853092189095E-8 evalInputDelta=-0.003361368551850319
New Minimum: 3.2897803001105785 > 3.2659119460731745
WOLF (strong): th(942565.1768889499)=3.2659119460731745; dx=5.2307541342389203E-8 evalInputDelta=0.02386835403740406
New Minimum: 3.2659119460731745 > 3.2637613359838724
END: th(314188.3922963166)=3.2637613359838724; dx=-8.254077632583799E-8 evalInputDelta=0.026018964126706123
Fitness changed from 3.2897803001105785 to 3.2637613359838724
Iteration 16 complete. Error: 3.2637613359838724 Total: 355.5029; Orientation: 0.7524; Line Search: 286.9923
Adding measurement 1ffdd2be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.323e+03, gradient 3.968e-04, dot -0.624; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2637613359838724, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 1ffdd2be to history. Total: 3
th(0)=3.2637613359838724;dx=-1.5748771977672305E-7
New Minimum: 3.2637613359838724 > 3.233931627124548
END: th(676898.3715685308)=3.233931627124548; dx=-4.042647054828568E-8 evalInputDelta=0.029829708859324455
Fitness changed from 3.2637613359838724 to 3.233931627124548
Iteration 17 complete. Error: 3.233931627124548 Total: 210.7298; Orientation: 0.7433; Line Search: 139.8467
Adding measurement 2d00eb61 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.393e+03, gradient 4.932e-04, dot -0.501; [4ae670b6-c881-4a10-9f83-215f8a6ae509 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.233931627124548, 5.269744703546166, 5.415425721555948, 5.500437774695456
LBFGS Accumulation History: 3 points
Removed measurement 2d00eb61 to history. Total: 3
th(0)=3.233931627124548;dx=-2.432760759712509E-7
Armijo: th(1458333.3333333347)=3.236233465373516; dx=6.052257136604469E-8 evalInputDelta=-0.0023018382489681244
New Minimum: 3.233931627124548 > 3.2126941718161106
WOLF (strong): th(729166.6666666673)=3.2126941718161106; dx=6.523495568417613E-8 evalInputDelta=0.021237455308437347
New Minimum: 3.2126941718161106 > 3.210353808477521
END: th(243055.55555555577)=3.210353808477521; dx=-1.2076486364278958E-7 evalInputDelta=0.023577818647027016
Fitness changed from 3.233931627124548 to 3.210353808477521
Iteration 18 complete. Error: 3.210353808477521 Total: 346.4640; Orientation: 0.7313; Line Search: 274.8413
Final threshold in iteration 18: 3.210353808477521 (> -Infinity) after 5495.169s (< 5400.000s)
