Reset training subject: 1582366918612800
Reset training subject: 1582396709493700
Adding measurement 3d01ea33 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-29.54387171814839;dx=-3.006575647616757E-6
New Minimum: -29.54387171814839 > -29.543872192502022
WOLFE (weak): th(2.154434690031884)=-29.543872192502022; dx=-2.9988415078893154E-6 evalInputDelta=4.7435363015324583E-7
New Minimum: -29.543872192502022 > -29.543872594833374
WOLFE (weak): th(4.308869380063768)=-29.543872594833374; dx=-2.9988357000248912E-6 evalInputDelta=8.766849823871325E-7
New Minimum: -29.543872594833374 > -29.543879335125286
WOLFE (weak): th(12.926608140191302)=-29.543879335125286; dx=-2.9988250867670105E-6 evalInputDelta=7.616976894553318E-6
New Minimum: -29.543879335125286 > -29.5438920284311
WOLFE (weak): th(51.70643256076521)=-29.5438920284311; dx=-2.99874800541358E-6 evalInputDelta=2.0310282707214355E-5
New Minimum: -29.5438920284311 > -29.54395931462447
WOLFE (weak): th(258.53216280382605)=-29.54395931462447; dx=-2.998648058784259E-6 evalInputDelta=8.759647607803345E-5
New Minimum: -29.54395931462447 > -29.544387198984623
WOLFE (weak): th(1551.1929768229563)=-29.544387198984623; dx=-2.996314132510586E-6 evalInputDelta=5.15480836231319E-4
New Minimum: -29.544387198984623 > -29.54746730128924
WOLFE (weak): th(10858.350837760694)=-29.54746730128924; dx=-2.986072259048259E-6 evalInputDelta=0.003595583140850067
New Minimum: -29.54746730128924 > -29.572117475171883
WOLFE (weak): th(86866.80670208555)=-29.572117475171883; dx=-2.8891171017000203E-6 evalInputDelta=0.02824575702349108
New Minimum: -29.572117475171883 > -29.75248198211193
END: th(781801.26031877)=-29.75248198211193; dx=-2.1338923446946163E-6 evalInputDelta=0.2086102639635392
Fitness changed from -29.54387171814839 to -29.75248198211193
Iteration 1 complete. Error: -29.75248198211193 Total: 389.4155; Orientation: 0.0483; Line Search: 300.1969
Iteration 1
Adding measurement 7341baa3 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-29.75248198211193;dx=-2.0465668433210476E-6
New Minimum: -29.75248198211193 > -29.936081886291504
END: th(1684339.7559414052)=-29.936081886291504; dx=-1.295444168084095E-6 evalInputDelta=0.18359990417957306
Fitness changed from -29.75248198211193 to -29.936081886291504
Iteration 2 complete. Error: -29.936081886291504 Total: 89.3671; Orientation: 0.0485; Line Search: 58.9271
Iteration 2
Adding measurement 20d65767 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-29.936081886291504;dx=-1.4725046436815721E-6
New Minimum: -29.936081886291504 > -30.01013843466838
END: th(3628800.0)=-30.01013843466838; dx=-8.946819943145708E-7 evalInputDelta=0.07405654837687692
Fitness changed from -29.936081886291504 to -30.01013843466838
Iteration 3 complete. Error: -30.01013843466838 Total: 91.2073; Orientation: 0.0510; Line Search: 60.5782
Iteration 3
Adding measurement 1ee22768 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.657e+04, gradient 1.153e-03, dot -0.834; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.54387171814839, -29.75248198211193, -29.936081886291504, -30.01013843466838
LBFGS Accumulation History: 3 points
Removed measurement 3d01ea33 to history. Total: 4
th(0)=-30.01013843466838;dx=-1.3297728772855748E-6
Armijo: th(7818012.6031877)=-29.75536824266116; dx=-4.89280269724166E-7 evalInputDelta=-0.2547701920072214
New Minimum: -30.01013843466838 > -30.037215483685333
END: th(3909006.30159385)=-30.037215483685333; dx=-7.505264154216315E-7 evalInputDelta=0.027077049016952515
Fitness changed from -30.01013843466838 to -30.037215483685333
Iteration 4 complete. Error: -30.037215483685333 Total: 120.6010; Orientation: 1.4440; Line Search: 89.3969
Iteration 4
Adding measurement 60b4c754 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.618e+04, gradient 1.175e-03, dot -0.769; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.75248198211193, -29.936081886291504, -30.01013843466838, -30.037215483685333
LBFGS Accumulation History: 3 points
Removed measurement 7341baa3 to history. Total: 4
th(0)=-30.037215483685333;dx=-1.381012298878062E-6
Armijo: th(8421698.779707026)=-29.481600401302178; dx=-2.9053347499471007E-7 evalInputDelta=-0.5556150823831558
Armijo: th(4210849.389853513)=-29.95730332036813; dx=-5.345117915379268E-7 evalInputDelta=-0.07991216331720352
New Minimum: -30.037215483685333 > -30.088629618287086
END: th(1403616.4632845044)=-30.088629618287086; dx=-9.241366967028318E-7 evalInputDelta=0.05141413460175315
Fitness changed from -30.037215483685333 to -30.088629618287086
Iteration 5 complete. Error: -30.088629618287086 Total: 152.2871; Orientation: 1.4664; Line Search: 120.1771
Iteration 5
Adding measurement 760c777d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.156e+04, gradient 1.002e-03, dot -0.887; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.936081886291504, -30.01013843466838, -30.037215483685333, -30.088629618287086
LBFGS Accumulation History: 3 points
Removed measurement 20d65767 to history. Total: 4
th(0)=-30.088629618287086;dx=-1.003285856022387E-6
New Minimum: -30.088629618287086 > -30.114439787964027
END: th(3024000.0)=-30.114439787964027; dx=-7.508698365003147E-7 evalInputDelta=0.02581016967694083
Fitness changed from -30.088629618287086 to -30.114439787964027
Iteration 6 complete. Error: -30.114439787964027 Total: 90.2186; Orientation: 1.4583; Line Search: 59.4291
Adding measurement 60cc20e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.215e+04, gradient 1.009e-03, dot -0.860; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.01013843466838, -30.037215483685333, -30.088629618287086, -30.114439787964027
LBFGS Accumulation History: 3 points
Removed measurement 1ee22768 to history. Total: 4
th(0)=-30.114439787964027;dx=-1.0188010919917629E-6
Armijo: th(6515010.502656417)=-29.97633185237646; dx=-5.005828140287207E-7 evalInputDelta=-0.1381079355875663
New Minimum: -30.114439787964027 > -30.123791366815567
END: th(3257505.2513282085)=-30.123791366815567; dx=-6.506023196922416E-7 evalInputDelta=0.0093515788515397
Fitness changed from -30.114439787964027 to -30.123791366815567
Iteration 7 complete. Error: -30.123791366815567 Total: 120.2955; Orientation: 1.4485; Line Search: 88.8650
Adding measurement 65c689e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.812e+04, gradient 9.948e-04, dot -0.823; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.037215483685333, -30.088629618287086, -30.114439787964027, -30.123791366815567
LBFGS Accumulation History: 3 points
Removed measurement 60b4c754 to history. Total: 4
th(0)=-30.123791366815567;dx=-9.896211527235655E-7
Armijo: th(7018082.316422523)=-29.930340287586052; dx=-4.152433613361808E-7 evalInputDelta=-0.193451079229515
New Minimum: -30.123791366815567 > -30.12574901183446
END: th(3509041.1582112615)=-30.12574901183446; dx=-5.85557690412115E-7 evalInputDelta=0.001957645018894283
Fitness changed from -30.123791366815567 to -30.12574901183446
Iteration 8 complete. Error: -30.12574901183446 Total: 121.2842; Orientation: 1.4541; Line Search: 89.5816
Adding measurement 1b79df53 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.770e+04, gradient 1.029e-03, dot -0.771; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.088629618287086, -30.114439787964027, -30.123791366815567, -30.12574901183446
LBFGS Accumulation History: 3 points
Removed measurement 760c777d to history. Total: 4
th(0)=-30.12574901183446;dx=-1.059740128774111E-6
Armijo: th(7560000.000000002)=-29.86619104941686; dx=-3.2662598732348856E-7 evalInputDelta=-0.25955796241760254
Armijo: th(3780000.000000001)=-30.11745924750964; dx=-5.091506378853346E-7 evalInputDelta=-0.008289764324821647
New Minimum: -30.12574901183446 > -30.159735448658466
END: th(1260000.0000000002)=-30.159735448658466; dx=-7.465067798462633E-7 evalInputDelta=0.03398643682400504
Fitness changed from -30.12574901183446 to -30.159735448658466
Iteration 9 complete. Error: -30.159735448658466 Total: 152.3673; Orientation: 1.4638; Line Search: 120.3449
Adding measurement 7ef7f414 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.343e+04, gradient 8.999e-04, dot -0.879; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.114439787964027, -30.123791366815567, -30.12574901183446, -30.159735448658466
LBFGS Accumulation History: 3 points
Removed measurement 60cc20e1 to history. Total: 4
th(0)=-30.159735448658466;dx=-8.097466995664483E-7
New Minimum: -30.159735448658466 > -30.176403370996315
END: th(2714587.709440174)=-30.176403370996315; dx=-6.292367227047028E-7 evalInputDelta=0.01666792233784875
Fitness changed from -30.159735448658466 to -30.176403370996315
Iteration 10 complete. Error: -30.176403370996315 Total: 91.9015; Orientation: 1.4520; Line Search: 60.9992
Iteration 10
Adding measurement 4d90d91f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.226e+04, gradient 9.973e-04, dot -0.801; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.123791366815567, -30.12574901183446, -30.159735448658466, -30.176403370996315
LBFGS Accumulation History: 3 points
Removed measurement 65c689e7 to history. Total: 4
th(0)=-30.176403370996315;dx=-9.94679637839446E-7
Armijo: th(5848401.930352103)=-29.834391857186954; dx=-3.2134537388175807E-7 evalInputDelta=-0.3420115138093607
Armijo: th(2924200.9651760515)=-30.078199533124764; dx=-4.516094812493751E-7 evalInputDelta=-0.09820383787155151
Armijo: th(974733.6550586838)=-30.174659684300423; dx=-5.914653305594056E-7 evalInputDelta=-0.0017436866958924213
New Minimum: -30.176403370996315 > -30.180446619788807
END: th(243683.41376467096)=-30.180446619788807; dx=-7.601721573753129E-7 evalInputDelta=0.004043248792491738
Fitness changed from -30.176403370996315 to -30.180446619788807
Iteration 11 complete. Error: -30.180446619788807 Total: 180.6898; Orientation: 1.4652; Line Search: 149.3998
Adding measurement 44a98a23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.147e+04, gradient 8.795e-04, dot -0.844; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.12574901183446, -30.159735448658466, -30.176403370996315, -30.180446619788807
LBFGS Accumulation History: 3 points
Removed measurement 1b79df53 to history. Total: 4
th(0)=-30.180446619788807;dx=-7.734361183105776E-7
New Minimum: -30.180446619788807 > -30.189719304442406
WOLFE (weak): th(525000.0000000001)=-30.189719304442406; dx=-7.160578585937437E-7 evalInputDelta=0.009272684653598873
New Minimum: -30.189719304442406 > -30.1955121109883
END: th(1050000.0000000002)=-30.1955121109883; dx=-6.820454039282193E-7 evalInputDelta=0.015065491199493408
Fitness changed from -30.180446619788807 to -30.1955121109883
Iteration 12 complete. Error: -30.1955121109883 Total: 120.7136; Orientation: 1.4549; Line Search: 89.0545
Adding measurement 58d79479 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.233e+04, gradient 8.467e-04, dot -0.950; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.159735448658466, -30.176403370996315, -30.180446619788807, -30.1955121109883
LBFGS Accumulation History: 3 points
Removed measurement 7ef7f414 to history. Total: 4
th(0)=-30.1955121109883;dx=-7.16892913134161E-7
New Minimum: -30.1955121109883 > -30.206856039663155
END: th(2262156.4245334785)=-30.206856039663155; dx=-6.111777724605553E-7 evalInputDelta=0.011343928674854453
Fitness changed from -30.1955121109883 to -30.206856039663155
Iteration 13 complete. Error: -30.206856039663155 Total: 88.7571; Orientation: 1.4487; Line Search: 58.5659
Adding measurement 105fe81e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.703e+04, gradient 8.506e-04, dot -0.916; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.176403370996315, -30.180446619788807, -30.1955121109883, -30.206856039663155
LBFGS Accumulation History: 3 points
Removed measurement 4d90d91f to history. Total: 4
th(0)=-30.206856039663155;dx=-7.234411178501561E-7
Armijo: th(4873668.275293419)=-30.16836569706599; dx=-4.99268630513506E-7 evalInputDelta=-0.03849034259716433
New Minimum: -30.206856039663155 > -30.215468031664688
END: th(2436834.1376467096)=-30.215468031664688; dx=-5.662895589977776E-7 evalInputDelta=0.008611992001533508
Fitness changed from -30.206856039663155 to -30.215468031664688
Iteration 14 complete. Error: -30.215468031664688 Total: 122.6160; Orientation: 1.4405; Line Search: 91.3767
Adding measurement 167bb934 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.315e+04, gradient 8.546e-04, dot -0.881; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.180446619788807, -30.1955121109883, -30.206856039663155, -30.215468031664688
LBFGS Accumulation History: 3 points
Removed measurement 44a98a23 to history. Total: 4
th(0)=-30.215468031664688;dx=-7.303239071410164E-7
Armijo: th(5250000.000000002)=-30.155051191647846; dx=-4.418171022342298E-7 evalInputDelta=-0.06041684001684189
New Minimum: -30.215468031664688 > -30.221838881572086
END: th(2625000.000000001)=-30.221838881572086; dx=-5.251719446499707E-7 evalInputDelta=0.006370849907398224
Fitness changed from -30.215468031664688 to -30.221838881572086
Iteration 15 complete. Error: -30.221838881572086 Total: 120.2436; Orientation: 1.4701; Line Search: 89.1973
Iteration 15
Adding measurement f310675 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.114e+04, gradient 8.583e-04, dot -0.850; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.1955121109883, -30.206856039663155, -30.215468031664688, -30.221838881572086
LBFGS Accumulation History: 3 points
Removed measurement 58d79479 to history. Total: 4
th(0)=-30.221838881572086;dx=-7.367214070992579E-7
Armijo: th(5655391.061333697)=-30.14020273586114; dx=-3.8675732724433507E-7 evalInputDelta=-0.08163614571094513
New Minimum: -30.221838881572086 > -30.22713202983141
END: th(2827695.5306668486)=-30.22713202983141; dx=-4.832904650580661E-7 evalInputDelta=0.005293148259323033
Fitness changed from -30.221838881572086 to -30.22713202983141
Iteration 16 complete. Error: -30.22713202983141 Total: 122.8636; Orientation: 1.4564; Line Search: 91.9154
Adding measurement 2d758472 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.976e+04, gradient 8.738e-04, dot -0.814; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.206856039663155, -30.215468031664688, -30.221838881572086, -30.22713202983141
LBFGS Accumulation History: 3 points
Removed measurement 105fe81e to history. Total: 4
th(0)=-30.22713202983141;dx=-7.634716201180539E-7
Armijo: th(6092085.344116775)=-30.101956240832806; dx=-3.270991529960723E-7 evalInputDelta=-0.12517578899860382
Armijo: th(3046042.6720583877)=-30.225552707910538; dx=-4.421856110288161E-7 evalInputDelta=-0.0015793219208717346
New Minimum: -30.22713202983141 > -30.24478980153799
END: th(1015347.5573527958)=-30.24478980153799; dx=-5.875195156603865E-7 evalInputDelta=0.017657771706581116
Fitness changed from -30.22713202983141 to -30.24478980153799
Iteration 17 complete. Error: -30.24478980153799 Total: 150.2637; Orientation: 1.4586; Line Search: 118.6599
Adding measurement 7b1d2f65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.545e+04, gradient 7.968e-04, dot -0.899; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.215468031664688, -30.221838881572086, -30.22713202983141, -30.24478980153799
LBFGS Accumulation History: 3 points
Removed measurement 167bb934 to history. Total: 4
th(0)=-30.24478980153799;dx=-6.349402428840236E-7
New Minimum: -30.24478980153799 > -30.256661251187325
END: th(2187500.000000001)=-30.256661251187325; dx=-5.196241584996475E-7 evalInputDelta=0.011871449649333954
Fitness changed from -30.24478980153799 to -30.256661251187325
Iteration 18 complete. Error: -30.256661251187325 Total: 93.0016; Orientation: 1.4710; Line Search: 60.2802
Adding measurement 3c4e23be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.234e+04, gradient 9.005e-04, dot -0.805; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.221838881572086, -30.22713202983141, -30.24478980153799, -30.256661251187325
LBFGS Accumulation History: 3 points
Removed measurement f310675 to history. Total: 4
th(0)=-30.256661251187325;dx=-8.109726840208699E-7
Armijo: th(4712825.884444748)=-30.19533648590247; dx=-3.975805584983732E-7 evalInputDelta=-0.061324765284854976
Armijo: th(2356412.942222374)=-30.253122645119827; dx=-4.6649358444194047E-7 evalInputDelta=-0.0035386060674973407
New Minimum: -30.256661251187325 > -30.26291759808858
END: th(785470.9807407913)=-30.26291759808858; dx=-5.388933428866542E-7 evalInputDelta=0.006256346901256649
Fitness changed from -30.256661251187325 to -30.26291759808858
Iteration 19 complete. Error: -30.26291759808858 Total: 148.9664; Orientation: 1.4760; Line Search: 117.2449
Adding measurement 104cf647 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.585e+04, gradient 7.682e-04, dot -0.887; [e2bc04e8-6903-4724-9d5b-3bcc44209cdd = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.22713202983141, -30.24478980153799, -30.256661251187325, -30.26291759808858
LBFGS Accumulation History: 3 points
Removed measurement 2d758472 to history. Total: 4
th(0)=-30.26291759808858;dx=-5.902036093270036E-7
New Minimum: -30.26291759808858 > -30.271642302473385
END: th(1692245.9289213265)=-30.271642302473385; dx=-5.171001818401184E-7 evalInputDelta=0.008724704384803772
Fitness changed from -30.26291759808858 to -30.271642302473385
Iteration 20 complete. Error: -30.271642302473385 Total: 93.2452; Orientation: 1.4495; Line Search: 60.6159
Iteration 20
Final threshold in iteration 21: -30.271642302473385 (> -Infinity) after 2660.349s (< 3600.000s)