Reset training subject: 5643895021871
Reset training subject: 5645485084709
Adding measurement 7eb712df to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-2.3794783418060623;dx=-2.0749812847659275E-4
New Minimum: -2.3794783418060623 > -2.3795076126432666
WOLFE (weak): th(2.154434690031884)=-2.3795076126432666; dx=-2.0846817299907607E-4 evalInputDelta=2.9270837204276035E-5
New Minimum: -2.3795076126432666 > -2.3795344991131144
WOLFE (weak): th(4.308869380063768)=-2.3795344991131144; dx=-2.0726740419971105E-4 evalInputDelta=5.6157307052107086E-5
New Minimum: -2.3795344991131144 > -2.379653299237191
WOLFE (weak): th(12.926608140191302)=-2.379653299237191; dx=-2.0884572685979128E-4 evalInputDelta=1.7495743112849738E-4
New Minimum: -2.379653299237191 > -2.380190540791183
WOLFE (weak): th(51.70643256076521)=-2.380190540791183; dx=-2.0776548733238286E-4 evalInputDelta=7.12198985120871E-4
New Minimum: -2.380190540791183 > -2.3832431129722114
WOLFE (weak): th(258.53216280382605)=-2.3832431129722114; dx=-2.0736725871088542E-4 evalInputDelta=0.003764771166149039
New Minimum: -2.3832431129722114 > -2.401495698628983
WOLFE (weak): th(1551.1929768229563)=-2.401495698628983; dx=-2.014470927595934E-4 evalInputDelta=0.022017356822920497
New Minimum: -2.401495698628983 > -2.4893841374903607
END: th(10858.350837760694)=-2.4893841374903607; dx=-1.61594138519889E-4 evalInputDelta=0.10990579568429837
Fitness changed from -2.3794783418060623 to -2.4893841374903607
Iteration 1 complete. Error: -2.4893841374903607 Total: 21.6757; Orientation: 0.0186; Line Search: 11.1387
Iteration 1
Adding measurement 4510c549 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.4893841374903607;dx=-2.1560168039117607E-4
New Minimum: -2.4893841374903607 > -2.7981517445398154
END: th(23393.607721408407)=-2.7981517445398154; dx=-1.3363702295873412E-4 evalInputDelta=0.3087676070494547
Fitness changed from -2.4893841374903607 to -2.7981517445398154
Iteration 2 complete. Error: -2.7981517445398154 Total: 4.3435; Orientation: 0.0181; Line Search: 2.7096
Iteration 2
Adding measurement 2c928732 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.7981517445398154;dx=-2.6187851370141593E-4
New Minimum: -2.7981517445398154 > -3.9764513324652593
END: th(50400.00000000001)=-3.9764513324652593; dx=-6.269927949030462E-5 evalInputDelta=1.1782995879254439
Fitness changed from -2.7981517445398154 to -3.9764513324652593
Iteration 3 complete. Error: -3.9764513324652593 Total: 4.6070; Orientation: 0.0288; Line Search: 2.9743
Iteration 3
Adding measurement 11f0b86e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.603e+03, gradient 1.631e-02, dot -0.209; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9764513324652593, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 11f0b86e to history. Total: 3
th(0)=-3.9764513324652593;dx=-2.616157870556459E-4
Armijo: th(108583.50837760697)=-3.915661676526574; dx=-2.2896478440372206E-5 evalInputDelta=-0.06078965593868535
New Minimum: -3.9764513324652593 > -4.25611752442166
END: th(54291.75418880348)=-4.25611752442166; dx=-7.118810788680203E-5 evalInputDelta=0.2796661919564003
Fitness changed from -3.9764513324652593 to -4.25611752442166
Iteration 4 complete. Error: -4.25611752442166 Total: 6.1479; Orientation: 0.5091; Line Search: 4.0329
Iteration 4
Adding measurement 3dd9e647 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.871e+03, gradient 1.621e-02, dot -0.199; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.25611752442166, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 3dd9e647 to history. Total: 3
th(0)=-4.25611752442166;dx=-2.5846418615760287E-4
New Minimum: -4.25611752442166 > -4.386015738564412
END: th(116968.03860704206)=-4.386015738564412; dx=-2.2751206530936436E-5 evalInputDelta=0.12989821414275227
Fitness changed from -4.25611752442166 to -4.386015738564412
Iteration 5 complete. Error: -4.386015738564412 Total: 4.9168; Orientation: 0.5151; Line Search: 2.6392
Iteration 5
Adding measurement 7519e1d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.091e+03, gradient 1.329e-02, dot -0.114; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.386015738564412, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 7519e1d4 to history. Total: 3
th(0)=-4.386015738564412;dx=-1.7149670128710162E-4
Armijo: th(252000.0000000001)=-4.272151899276496; dx=-4.097326396085559E-6 evalInputDelta=-0.11386383928791588
New Minimum: -4.386015738564412 > -4.980995945203784
END: th(126000.00000000004)=-4.980995945203784; dx=-2.4795073026688025E-5 evalInputDelta=0.5949802066393719
Fitness changed from -4.386015738564412 to -4.980995945203784
Iteration 6 complete. Error: -4.980995945203784 Total: 6.2837; Orientation: 0.4985; Line Search: 4.2105
Adding measurement 344e49fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.436e+03, gradient 1.244e-02, dot -0.114; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.980995945203784, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 344e49fd to history. Total: 3
th(0)=-4.980995945203784;dx=-1.5272524680745285E-4
Armijo: th(271458.77094401745)=-4.565042066591605; dx=-7.831981709670568E-6 evalInputDelta=-0.4159538786121786
New Minimum: -4.980995945203784 > -5.1240360261269275
END: th(135729.38547200873)=-5.1240360261269275; dx=-2.3788787180572767E-5 evalInputDelta=0.1430400809231438
Fitness changed from -4.980995945203784 to -5.1240360261269275
Iteration 7 complete. Error: -5.1240360261269275 Total: 5.7830; Orientation: 0.4967; Line Search: 3.9870
Adding measurement 1bb977af to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.248e+03, gradient 1.112e-02, dot -0.111; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.1240360261269275, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 1bb977af to history. Total: 3
th(0)=-5.1240360261269275;dx=-1.202369601939233E-4
Armijo: th(292420.0965176052)=-4.678873377824371; dx=-5.563161976180269E-6 evalInputDelta=-0.44516264830255636
New Minimum: -5.1240360261269275 > -5.323417913435582
END: th(146210.0482588026)=-5.323417913435582; dx=-2.2211018962090383E-5 evalInputDelta=0.1993818873086548
Fitness changed from -5.1240360261269275 to -5.323417913435582
Iteration 8 complete. Error: -5.323417913435582 Total: 5.9165; Orientation: 0.5065; Line Search: 4.0244
Adding measurement 3274b0b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.138e+03, gradient 9.873e-03, dot -0.108; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.323417913435582, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 3274b0b0 to history. Total: 3
th(0)=-5.323417913435582;dx=-9.583124259641737E-5
New Minimum: -5.323417913435582 > -5.832267372850638
END: th(315000.0000000001)=-5.832267372850638; dx=-9.682278667839441E-6 evalInputDelta=0.5088494594150559
Fitness changed from -5.323417913435582 to -5.832267372850638
Iteration 9 complete. Error: -5.832267372850638 Total: 4.6005; Orientation: 0.4782; Line Search: 2.8330
Adding measurement 50a15010 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.641e+03, gradient 9.978e-03, dot -0.099; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.832267372850638, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 50a15010 to history. Total: 3
th(0)=-5.832267372850638;dx=-8.802558866501171E-5
Armijo: th(678646.9273600436)=-5.21795165672094; dx=-2.011631882315201E-6 evalInputDelta=-0.6143157161296982
Armijo: th(339323.4636800218)=-5.818722334668879; dx=-6.456440988086656E-6 evalInputDelta=-0.013545038181759672
New Minimum: -5.832267372850638 > -6.1869127887369375
END: th(113107.82122667394)=-6.1869127887369375; dx=-3.901723387049493E-5 evalInputDelta=0.3546454158862993
Fitness changed from -5.832267372850638 to -6.1869127887369375
Iteration 10 complete. Error: -6.1869127887369375 Total: 7.2414; Orientation: 0.4980; Line Search: 5.4488
Iteration 10
Adding measurement 4e6b9d2a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.081e+03, gradient 9.027e-03, dot -0.145; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.1869127887369375, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 4e6b9d2a to history. Total: 3
th(0)=-6.1869127887369375;dx=-7.969791265406439E-5
Armijo: th(243683.41376467102)=-6.129259985664855; dx=-1.5471606181524347E-5 evalInputDelta=-0.05765280307208265
New Minimum: -6.1869127887369375 > -6.448297733985713
END: th(121841.70688233551)=-6.448297733985713; dx=-3.5373502512803004E-5 evalInputDelta=0.26138494524877576
Fitness changed from -6.1869127887369375 to -6.448297733985713
Iteration 11 complete. Error: -6.448297733985713 Total: 6.3063; Orientation: 0.5043; Line Search: 4.0705
Adding measurement b0c0029 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.010e+03, gradient 8.487e-03, dot -0.160; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.448297733985713, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement b0c0029 to history. Total: 3
th(0)=-6.448297733985713;dx=-6.965960455465316E-5
Armijo: th(262500.0000000001)=-6.265001053963541; dx=-1.4970820144845387E-5 evalInputDelta=-0.18329668002217225
New Minimum: -6.448297733985713 > -6.44994635294654
END: th(131250.00000000006)=-6.44994635294654; dx=-3.103286480427841E-5 evalInputDelta=0.0016486189608269086
Fitness changed from -6.448297733985713 to -6.44994635294654
Iteration 12 complete. Error: -6.44994635294654 Total: 5.8583; Orientation: 0.4865; Line Search: 4.0875
Adding measurement 71a05c25 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.665e+03, gradient 7.740e-03, dot -0.177; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.44994635294654, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 71a05c25 to history. Total: 3
th(0)=-6.44994635294654;dx=-5.8936455905944696E-5
New Minimum: -6.44994635294654 > -6.696869132897485
END: th(282769.55306668486)=-6.696869132897485; dx=-1.4406179530082453E-5 evalInputDelta=0.24692277995094525
Fitness changed from -6.44994635294654 to -6.696869132897485
Iteration 13 complete. Error: -6.696869132897485 Total: 4.4504; Orientation: 0.4912; Line Search: 2.6849
Adding measurement 20eff1a6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.928e+03, gradient 7.388e-03, dot -0.139; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.696869132897485, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 20eff1a6 to history. Total: 3
th(0)=-6.696869132897485;dx=-5.367643968133581E-5
Armijo: th(609208.5344116775)=-6.412870612184176; dx=-5.441201872755734E-6 evalInputDelta=-0.28399852071330933
New Minimum: -6.696869132897485 > -6.884047464549173
END: th(304604.26720583875)=-6.884047464549173; dx=-1.5843532928044106E-5 evalInputDelta=0.18717833165168773
Fitness changed from -6.696869132897485 to -6.884047464549173
Iteration 14 complete. Error: -6.884047464549173 Total: 5.9162; Orientation: 0.5009; Line Search: 4.0044
Adding measurement 13757fd5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.194e+03, gradient 7.416e-03, dot -0.165; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.884047464549173, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 13757fd5 to history. Total: 3
th(0)=-6.884047464549173;dx=-5.431084251131877E-5
New Minimum: -6.884047464549173 > -6.917354648508484
END: th(656250.0000000003)=-6.917354648508484; dx=-5.4126465737062865E-6 evalInputDelta=0.03330718395931065
Fitness changed from -6.884047464549173 to -6.917354648508484
Iteration 15 complete. Error: -6.917354648508484 Total: 4.6114; Orientation: 0.4881; Line Search: 2.8473
Iteration 15
Adding measurement 6c9a4f34 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.391e+03, gradient 6.196e-03, dot -0.118; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.917354648508484, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 6c9a4f34 to history. Total: 3
th(0)=-6.917354648508484;dx=-3.763057724279883E-5
Armijo: th(1413847.7653334246)=-6.659555096001177; dx=-1.6268572714973474E-6 evalInputDelta=-0.2577995525073069
New Minimum: -6.917354648508484 > -7.846487106793466
END: th(706923.8826667123)=-7.846487106793466; dx=-5.665619629070559E-6 evalInputDelta=0.9291324582849825
Fitness changed from -6.917354648508484 to -7.846487106793466
Iteration 16 complete. Error: -7.846487106793466 Total: 6.0497; Orientation: 0.5091; Line Search: 3.9765
Adding measurement 32f74376 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.827e+03, gradient 6.027e-03, dot -0.120; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.846487106793466, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 32f74376 to history. Total: 3
th(0)=-7.846487106793466;dx=-3.48111052799091E-5
Armijo: th(1523021.336029194)=-7.665766313579919; dx=-1.5444658189342764E-6 evalInputDelta=-0.18072079321354728
New Minimum: -7.846487106793466 > -8.223986893953418
END: th(761510.668014597)=-8.223986893953418; dx=-6.015108942463792E-6 evalInputDelta=0.3774997871599517
Fitness changed from -7.846487106793466 to -8.223986893953418
Iteration 17 complete. Error: -8.223986893953418 Total: 5.9512; Orientation: 0.6110; Line Search: 4.0608
Adding measurement 55b69154 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.188e+03, gradient 5.236e-03, dot -0.142; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.223986893953418, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 55b69154 to history. Total: 3
th(0)=-8.223986893953418;dx=-2.6697041016288665E-5
Armijo: th(1640625.0000000012)=-7.561944408252428; dx=-1.958419447627532E-6 evalInputDelta=-0.6620424857009901
New Minimum: -8.223986893953418 > -8.487704901807636
END: th(820312.5000000006)=-8.487704901807636; dx=-6.532369162199312E-6 evalInputDelta=0.2637180078542176
Fitness changed from -8.223986893953418 to -8.487704901807636
Iteration 18 complete. Error: -8.487704901807636 Total: 5.9137; Orientation: 0.5080; Line Search: 4.1439
Adding measurement 353f6381 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.414e+04, gradient 5.095e-03, dot -0.161; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.487704901807636, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 353f6381 to history. Total: 3
th(0)=-8.487704901807636;dx=-2.5404856458306076E-5
Armijo: th(1767309.7066667809)=-8.052811853860808; dx=-1.8977471017030568E-6 evalInputDelta=-0.4348930479468276
New Minimum: -8.487704901807636 > -8.905789008153379
END: th(883654.8533333904)=-8.905789008153379; dx=-6.54865797229482E-6 evalInputDelta=0.4180841063457432
Fitness changed from -8.487704901807636 to -8.905789008153379
Iteration 19 complete. Error: -8.905789008153379 Total: 5.9025; Orientation: 0.6474; Line Search: 3.9750
Adding measurement 23d06f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.931e+04, gradient 5.096e-03, dot -0.165; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.905789008153379, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 23d06f1 to history. Total: 3
th(0)=-8.905789008153379;dx=-2.5260345524386757E-5
Armijo: th(1903776.6700364929)=-7.978719743098277; dx=-1.7630998870097542E-6 evalInputDelta=-0.9270692650551018
Armijo: th(951888.3350182464)=-8.89619938402027; dx=-6.177316017897803E-6 evalInputDelta=-0.009589624133107932
New Minimum: -8.905789008153379 > -9.247553092992527
END: th(317296.1116727488)=-9.247553092992527; dx=-1.5397987870559574E-5 evalInputDelta=0.34176408483914855
Fitness changed from -8.905789008153379 to -9.247553092992527
Iteration 20 complete. Error: -9.247553092992527 Total: 7.2101; Orientation: 0.4997; Line Search: 5.3311
Iteration 20
Adding measurement b398f02 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.979e+04, gradient 5.057e-03, dot -0.192; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.247553092992527, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement b398f02 to history. Total: 3
th(0)=-9.247553092992527;dx=-2.4633856791574794E-5
New Minimum: -9.247553092992527 > -9.333689679086616
END: th(683593.7500000006)=-9.333689679086616; dx=-8.891833956270479E-6 evalInputDelta=0.08613658609408859
Fitness changed from -9.247553092992527 to -9.333689679086616
Iteration 21 complete. Error: -9.333689679086616 Total: 4.8408; Orientation: 0.5870; Line Search: 2.6964
Adding measurement 11ad6f23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.521e+04, gradient 4.885e-03, dot -0.195; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.333689679086616, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 11ad6f23 to history. Total: 3
th(0)=-9.333689679086616;dx=-2.3081071385453868E-5
Armijo: th(1472758.0888889844)=-8.826726293649681; dx=-3.136693627604165E-6 evalInputDelta=-0.5069633854369346
New Minimum: -9.333689679086616 > -9.35111804575094
END: th(736379.0444444922)=-9.35111804575094; dx=-7.1396441676916024E-6 evalInputDelta=0.017428366664324457
Fitness changed from -9.333689679086616 to -9.35111804575094
Iteration 22 complete. Error: -9.35111804575094 Total: 6.2827; Orientation: 0.4811; Line Search: 4.5317
Adding measurement 332e1077 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.756e+04, gradient 4.420e-03, dot -0.182; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.35111804575094, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 332e1077 to history. Total: 3
th(0)=-9.35111804575094;dx=-1.8636050724091474E-5
New Minimum: -9.35111804575094 > -9.3752137683831
END: th(1586480.5583637443)=-9.3752137683831; dx=-2.7562001162215524E-6 evalInputDelta=0.024095722632159422
Fitness changed from -9.35111804575094 to -9.3752137683831
Iteration 23 complete. Error: -9.3752137683831 Total: 4.4390; Orientation: 0.4944; Line Search: 2.6405
Adding measurement 2dde085e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.846e+04, gradient 4.197e-03, dot -0.133; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.3752137683831, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 2dde085e to history. Total: 3
th(0)=-9.3752137683831;dx=-1.7237291267068052E-5
Armijo: th(3417968.7500000033)=-7.952731153303859; dx=-8.569773379409493E-7 evalInputDelta=-1.4224826150792405
New Minimum: -9.3752137683831 > -9.381175083728348
END: th(1708984.3750000016)=-9.381175083728348; dx=-2.779618986412459E-6 evalInputDelta=0.005961315345247797
Fitness changed from -9.3752137683831 to -9.381175083728348
Iteration 24 complete. Error: -9.381175083728348 Total: 5.9038; Orientation: 0.4849; Line Search: 4.1295
Adding measurement 6ad1e648 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.026e+04, gradient 4.218e-03, dot -0.150; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.381175083728348, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 6ad1e648 to history. Total: 3
th(0)=-9.381175083728348;dx=-1.7339403773906902E-5
Armijo: th(3681895.2222224614)=-7.697683261573147; dx=-1.04345056094654E-6 evalInputDelta=-1.6834918221552009
Armijo: th(1840947.6111112307)=-9.064093058663016; dx=-3.384314571931704E-6 evalInputDelta=-0.3170820250653321
New Minimum: -9.381175083728348 > -9.587798109027798
END: th(613649.2037037435)=-9.587798109027798; dx=-9.78640305973073E-6 evalInputDelta=0.2066230252994501
Fitness changed from -9.381175083728348 to -9.587798109027798
Iteration 25 complete. Error: -9.587798109027798 Total: 7.2508; Orientation: 0.4827; Line Search: 5.5256
Iteration 25
Adding measurement 3a2e661 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.528e+04, gradient 4.221e-03, dot -0.199; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.587798109027798, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 3a2e661 to history. Total: 3
th(0)=-9.587798109027798;dx=-1.746729582365052E-5
New Minimum: -9.587798109027798 > -9.70700653601061
END: th(1322067.131969787)=-9.70700653601061; dx=-5.535339412576502E-6 evalInputDelta=0.1192084269828122
Fitness changed from -9.587798109027798 to -9.70700653601061
Iteration 26 complete. Error: -9.70700653601061 Total: 4.8836; Orientation: 0.6116; Line Search: 2.6849
Adding measurement 5a50f56b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.288e+05, gradient 4.057e-03, dot -0.208; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.70700653601061, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 5a50f56b to history. Total: 3
th(0)=-9.70700653601061;dx=-1.61243581876483E-5
Armijo: th(2848307.29166667)=-9.663360052064418; dx=-1.8918665819587865E-6 evalInputDelta=-0.043646483946192305
New Minimum: -9.70700653601061 > -9.955148578419369
END: th(1424153.645833335)=-9.955148578419369; dx=-5.0959088945212735E-6 evalInputDelta=0.2481420424087588
Fitness changed from -9.70700653601061 to -9.955148578419369
Iteration 27 complete. Error: -9.955148578419369 Total: 5.9120; Orientation: 0.4839; Line Search: 4.1486
Adding measurement 3887c006 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.544e+05, gradient 3.933e-03, dot -0.207; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.955148578419369, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 3887c006 to history. Total: 3
th(0)=-9.955148578419369;dx=-1.5080201605602715E-5
Armijo: th(3068246.018518718)=-9.419790725545935; dx=-1.8623175751460544E-6 evalInputDelta=-0.5353578528734335
New Minimum: -9.955148578419369 > -10.31533581607648
END: th(1534123.009259359)=-10.31533581607648; dx=-4.3038018854825955E-6 evalInputDelta=0.3601872376571116
Fitness changed from -9.955148578419369 to -10.31533581607648
Iteration 28 complete. Error: -10.31533581607648 Total: 5.8813; Orientation: 0.4791; Line Search: 4.1097
Adding measurement 16b8f265 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.547e+05, gradient 3.660e-03, dot -0.203; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.31533581607648, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 16b8f265 to history. Total: 3
th(0)=-10.31533581607648;dx=-1.300108630768162E-5
Armijo: th(3305167.829924468)=-8.45300974792219; dx=-1.2687464856708744E-6 evalInputDelta=-1.8623260681542906
Armijo: th(1652583.914962234)=-9.932564434105908; dx=-3.870609258395044E-6 evalInputDelta=-0.3827713819705725
New Minimum: -10.31533581607648 > -10.49145797923614
END: th(550861.3049874114)=-10.49145797923614; dx=-8.055869290775327E-6 evalInputDelta=0.17612216315965945
Fitness changed from -10.31533581607648 to -10.49145797923614
Iteration 29 complete. Error: -10.49145797923614 Total: 7.5445; Orientation: 0.4840; Line Search: 5.7915
Adding measurement 23dcf288 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.380e+05, gradient 3.636e-03, dot -0.220; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.49145797923614, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 23dcf288 to history. Total: 3
th(0)=-10.49145797923614;dx=-1.2903934494389279E-5
Armijo: th(1186794.7048611126)=-10.274667036681265; dx=-5.076515001171139E-6 evalInputDelta=-0.21679094255487463
New Minimum: -10.49145797923614 > -10.545095265299825
END: th(593397.3524305563)=-10.545095265299825; dx=-7.498551419066878E-6 evalInputDelta=0.0536372860636849
Fitness changed from -10.49145797923614 to -10.545095265299825
Iteration 30 complete. Error: -10.545095265299825 Total: 6.1493; Orientation: 0.5224; Line Search: 4.1295
Iteration 30
Adding measurement fca8474 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.655e+05, gradient 3.415e-03, dot -0.236; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.545095265299825, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement fca8474 to history. Total: 3
th(0)=-10.545095265299825;dx=-1.160867763683064E-5
Armijo: th(1278435.841049466)=-10.408564413737064; dx=-4.645342084254628E-6 evalInputDelta=-0.13653085156276035
Armijo: th(639217.920524733)=-10.477626886975452; dx=-6.969150617592435E-6 evalInputDelta=-0.06746837832437258
New Minimum: -10.545095265299825 > -10.55055569098714
END: th(213072.640174911)=-10.55055569098714; dx=-9.0247774745901E-6 evalInputDelta=0.005460425687315862
Fitness changed from -10.545095265299825 to -10.55055569098714
Iteration 31 complete. Error: -10.55055569098714 Total: 10.0180; Orientation: 0.6350; Line Search: 7.7719
Adding measurement 53a221e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.052e+06, gradient 3.609e-03, dot -0.234; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.55055569098714, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 53a221e2 to history. Total: 3
th(0)=-10.55055569098714;dx=-1.2605803989129201E-5
New Minimum: -10.55055569098714 > -10.584085710405192
END: th(459051.0874895095)=-10.584085710405192; dx=-8.495993608850327E-6 evalInputDelta=0.03353001941805189
Fitness changed from -10.55055569098714 to -10.584085710405192
Iteration 32 complete. Error: -10.584085710405192 Total: 4.8284; Orientation: 0.5049; Line Search: 2.7083
Adding measurement 58dc62c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.230e+05, gradient 3.635e-03, dot -0.244; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.584085710405192, -2.7981517445398154, -2.4893841374903607, -2.3794783418060623
LBFGS Accumulation History: 3 points
Removed measurement 58dc62c4 to history. Total: 3
th(0)=-10.584085710405192;dx=-1.2817383545824596E-5
Armijo: th(988995.5873842606)=-10.55152490559143; dx=-6.138820934121917E-6 evalInputDelta=-0.032560804813762445
New Minimum: -10.584085710405192 > -10.650495305424895
END: th(494497.7936921303)=-10.650495305424895; dx=-8.218390821010748E-6 evalInputDelta=0.066409595019703
Fitness changed from -10.584085710405192 to -10.650495305424895
Iteration 33 complete. Error: -10.650495305424895 Total: 5.9557; Orientation: 0.4817; Line Search: 4.1977
Adding measurement 46c6bf50 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.518e+04, gradient 3.636e-03, dot 0.262; [6f698610-1f57-4f4d-bcb3-ea51c1524cb3 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-10.650495305424895;dx=-33.393129051559555
Armijo: th(1065363.2008745552)=-7.3684167876244695; dx=1.7421567242156E-6 evalInputDelta=-3.282078517800426
Armijo: th(532681.6004372776)=-7.3684167876244695; dx=3.4532670646727436E-6 evalInputDelta=-3.282078517800426
Armijo: th(177560.53347909253)=-7.3684167876244695; dx=1.0256029280677144E-5 evalInputDelta=-3.282078517800426
Armijo: th(44390.13336977313)=-7.369577340000583; dx=4.044766850482108E-5 evalInputDelta=-3.2809179654243126
Armijo: th(8878.026673954626)=-7.361531144423591; dx=2.0734687094356083E-4 evalInputDelta=-3.2889641610013047
Armijo: th(1479.671112325771)=-7.378311202279874; dx=0.0011777429627058147 evalInputDelta=-3.2721841031450216
Armijo: th(211.38158747511014)=-7.4836862996466795; dx=0.008600024446599838 evalInputDelta=-3.166809005778216
Armijo: th(26.422698434388767)=-7.375646050232276; dx=0.05247765635266097 evalInputDelta=-3.2748492551926196
Armijo: th(2.935855381598752)=-8.52535159091103; dx=-0.5775206600953363 evalInputDelta=-2.1251437145138663
Armijo: th(0.2935855381598752)=-10.133434796131281; dx=-13.69746435659981 evalInputDelta=-0.5170605092936142
Armijo: th(0.026689594378170475)=-10.604119925903573; dx=-22.25810295063864 evalInputDelta=-0.0463753795213222
Armijo: th(0.0022241328648475397)=-10.645736032810198; dx=-23.881953778615426 evalInputDelta=-0.004759272614696997
Armijo: th(1.7108714344981076E-4)=-10.650126952109952; dx=-23.93163938537289 evalInputDelta=-3.6835331494344814E-4
Armijo: th(1.2220510246415054E-5)=-10.650470212351518; dx=-23.955657405276497 evalInputDelta=-2.5093073377391306E-5
Armijo: th(8.14700683094337E-7)=-10.65049435851754; dx=-24.012666466021948 evalInputDelta=-9.469073560808283E-7
Armijo: th(5.091879269339606E-8)=-10.650495305424895; dx=-23.96056898751241 evalInputDelta=0.0
Armijo: th(2.995223099611533E-9)=-10.650494831971228; dx=-24.03513556600108 evalInputDelta=-4.734536673822731E-7
Armijo: th(1.6640128331175182E-10)=-10.650494831971228; dx=-23.92440960804641 evalInputDelta=-4.734536673822731E-7
MIN ALPHA (8.757962279565885E-12): th(0.0)=-10.650495305424895
Fitness changed from -10.650495305424895 to -10.650495305424895
Static Iteration Total: 29.0251; Orientation: 0.4818; Line Search: 27.2355
Iteration 34 failed. Error: -10.650495305424895
Previous Error: 0.0 -> -10.650495305424895
Retrying iteration 34
Reset training subject: 5882496134587
Adding measurement 1449cb3b to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-10.650495305424895;dx=-1.2975274515371025E-5
END: th(2.1544346900318838E-10)=-10.650495305424895; dx=-1.1537568969380253E-5 evalInputDelta=0.0
Fitness changed from -10.650495305424895 to -10.650495305424895
Static Iteration Total: 5.3730; Orientation: 0.0196; Line Search: 2.6643
Iteration 35 failed. Error: -10.650495305424895
Previous Error: 0.0 -> -10.650495305424895
Optimization terminated 35
Final threshold in iteration 35: -10.650495305424895 (> -Infinity) after 243.996s (< 3600.000s)