Reset training subject: 24106390867750
Reset training subject: 24163389558729
Adding measurement 268659c4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.3294115662574768;dx=-4.221891135803526E-8
New Minimum: 0.3294115662574768 > 0.3294115513563156
WOLFE (weak): th(2.154434690031884)=0.3294115513563156; dx=-4.1791124903221506E-8 evalInputDelta=1.4901161193847656E-8
New Minimum: 0.3294115513563156 > 0.32941141724586487
WOLFE (weak): th(4.308869380063768)=0.32941141724586487; dx=-4.202421516931109E-8 evalInputDelta=1.4901161193847656E-7
New Minimum: 0.32941141724586487 > 0.3294105678796768
WOLFE (weak): th(12.926608140191302)=0.3294105678796768; dx=-3.8111814769753384E-8 evalInputDelta=9.98377799987793E-7
New Minimum: 0.3294105678796768 > 0.3294060304760933
WOLFE (weak): th(51.70643256076521)=0.3294060304760933; dx=-3.9524909915889293E-8 evalInputDelta=5.535781383514404E-6
New Minimum: 0.3294060304760933 > 0.3293834999203682
WOLFE (weak): th(258.53216280382605)=0.3293834999203682; dx=-4.1935965213380984E-8 evalInputDelta=2.806633710861206E-5
New Minimum: 0.3293834999203682 > 0.3292427659034729
WOLFE (weak): th(1551.1929768229563)=0.3292427659034729; dx=-4.203168428621104E-8 evalInputDelta=1.6880035400390625E-4
New Minimum: 0.3292427659034729 > 0.3282294422388077
WOLFE (weak): th(10858.350837760694)=0.3282294422388077; dx=-4.0200555725834395E-8 evalInputDelta=0.0011821240186691284
New Minimum: 0.3282294422388077 > 0.3199547827243805
WOLFE (weak): th(86866.80670208555)=0.3199547827243805; dx=-4.2091638094892255E-8 evalInputDelta=0.009456783533096313
New Minimum: 0.3199547827243805 > 0.24466366320848465
WOLFE (weak): th(781801.26031877)=0.24466366320848465; dx=-4.018874826366108E-8 evalInputDelta=0.08474790304899216
New Minimum: 0.24466366320848465 > -0.4619879275560379
END: th(7818012.6031877)=-0.4619879275560379; dx=-3.378316553485298E-8 evalInputDelta=0.7913994938135147
Fitness changed from 0.3294115662574768 to -0.4619879275560379
Iteration 1 complete. Error: -0.4619879275560379 Total: 805.0486; Orientation: 0.1257; Line Search: 632.3721
Adding measurement 5c5bbcf0 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.4619879275560379;dx=-3.169507621146595E-8
New Minimum: -0.4619879275560379 > -1.5408335626125336
END: th(1.684339755941405E7)=-1.5408335626125336; dx=-1.5961097400892105E-8 evalInputDelta=1.0788456350564957
Fitness changed from -0.4619879275560379 to -1.5408335626125336
Iteration 2 complete. Error: -1.5408335626125336 Total: 172.9578; Orientation: 0.1245; Line Search: 114.3158
Adding measurement 69d90753 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.5408335626125336;dx=-1.321978643129601E-8
New Minimum: -1.5408335626125336 > -2.3955224230885506
END: th(3.6288E7)=-2.3955224230885506; dx=-5.125551799454476E-9 evalInputDelta=0.854688860476017
Fitness changed from -1.5408335626125336 to -2.3955224230885506
Iteration 3 complete. Error: -2.3955224230885506 Total: 173.1804; Orientation: 0.1268; Line Search: 114.3225
Adding measurement 632e8844 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.759e+03, gradient 8.588e-05, dot -0.622; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3955224230885506, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 632e8844 to history. Total: 3
th(0)=-2.3955224230885506;dx=-6.9686730895561196E-9
New Minimum: -2.3955224230885506 > -2.972455646842718
END: th(7.8180126031877E7)=-2.972455646842718; dx=-4.805044217422066E-10 evalInputDelta=0.5769332237541676
Fitness changed from -2.3955224230885506 to -2.972455646842718
Iteration 4 complete. Error: -2.972455646842718 Total: 177.0126; Orientation: 3.2469; Line Search: 114.4678
Adding measurement 3f694de4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.304e+03, gradient 8.349e-05, dot -0.496; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.972455646842718, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 3f694de4 to history. Total: 3
th(0)=-2.972455646842718;dx=-6.436560743473608E-9
Armijo: th(1.0E8)=-2.7794622592628; dx=4.238115827721017E-9 evalInputDelta=-0.1929933875799179
New Minimum: -2.972455646842718 > -3.188903771340847
WOLF (strong): th(5.0E7)=-3.188903771340847; dx=1.5555066512024231E-9 evalInputDelta=0.2164481244981289
END: th(1.6666666666666666E7)=-3.156102567911148; dx=-3.1246355190592797E-9 evalInputDelta=0.18364692106842995
Fitness changed from -2.972455646842718 to -3.188903771340847
Iteration 5 complete. Error: -3.188903771340847 Total: 290.4613; Orientation: 3.2089; Line Search: 228.6404
Adding measurement 409e0fee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.455e+03, gradient 7.568e-05, dot -0.633; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.188903771340847, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 409e0fee to history. Total: 3
th(0)=-3.188903771340847;dx=-5.027295012799409E-9
New Minimum: -3.188903771340847 > -3.3472195379436016
WOLF (strong): th(3.5907244833864726E7)=-3.3472195379436016; dx=1.664742722122735E-10 evalInputDelta=0.1583157666027546
END: th(1.7953622416932363E7)=-3.3164386227726936; dx=-2.1762960871323528E-9 evalInputDelta=0.12753485143184662
Fitness changed from -3.188903771340847 to -3.3472195379436016
Iteration 6 complete. Error: -3.3472195379436016 Total: 233.9485; Orientation: 3.1958; Line Search: 172.1337
Adding measurement 5aee3655 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.961e+03, gradient 4.708e-05, dot -0.520; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3472195379436016, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 5aee3655 to history. Total: 3
th(0)=-3.3472195379436016;dx=-1.915118970316265E-9
New Minimum: -3.3472195379436016 > -3.4533156640827656
END: th(3.867990694677316E7)=-3.4533156640827656; dx=-4.250865602388554E-10 evalInputDelta=0.10609612613916397
Fitness changed from -3.3472195379436016 to -3.4533156640827656
Iteration 7 complete. Error: -3.4533156640827656 Total: 176.0013; Orientation: 3.1002; Line Search: 114.3474
Adding measurement 135694e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.593e+03, gradient 3.756e-05, dot -0.571; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4533156640827656, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 135694e8 to history. Total: 3
th(0)=-3.4533156640827656;dx=-1.2587690919445054E-9
New Minimum: -3.4533156640827656 > -3.5579709224402905
END: th(8.333333333333333E7)=-3.5579709224402905; dx=-1.49232308014312E-10 evalInputDelta=0.10465525835752487
Fitness changed from -3.4533156640827656 to -3.5579709224402905
Iteration 8 complete. Error: -3.5579709224402905 Total: 179.5827; Orientation: 5.7084; Line Search: 114.7564
Adding measurement 2875ad8f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.443e+03, gradient 4.352e-05, dot -0.490; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5579709224402905, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 2875ad8f to history. Total: 3
th(0)=-3.5579709224402905;dx=-1.7025252423998757E-9
Armijo: th(1.0E8)=-3.5026107989251614; dx=1.5760919789979565E-9 evalInputDelta=-0.05536012351512909
New Minimum: -3.5579709224402905 > -3.6236089915037155
WOLF (strong): th(5.0E7)=-3.6236089915037155; dx=2.6772126451770105E-10 evalInputDelta=0.06563806906342506
END: th(1.6666666666666666E7)=-3.60582422465086; dx=-9.72343870651803E-10 evalInputDelta=0.04785330221056938
Fitness changed from -3.5579709224402905 to -3.6236089915037155
Iteration 9 complete. Error: -3.6236089915037155 Total: 291.9904; Orientation: 3.2924; Line Search: 230.0857
Adding measurement 1f47c8a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.640e+03, gradient 3.922e-05, dot -0.509; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6236089915037155, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 1f47c8a3 to history. Total: 3
th(0)=-3.6236089915037155;dx=-1.408523981549327E-9
New Minimum: -3.6236089915037155 > -3.673382617533207
END: th(3.5907244833864726E7)=-3.673382617533207; dx=-3.823599971748087E-10 evalInputDelta=0.049773626029491425
Fitness changed from -3.6236089915037155 to -3.673382617533207
Iteration 10 complete. Error: -3.673382617533207 Total: 176.0938; Orientation: 3.1466; Line Search: 114.3405
Adding measurement 1495714f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.484e+03, gradient 2.520e-05, dot -0.610; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.673382617533207, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 1495714f to history. Total: 3
th(0)=-3.673382617533207;dx=-5.519221307966387E-10
New Minimum: -3.673382617533207 > -3.7284246273338795
END: th(7.735981389354631E7)=-3.7284246273338795; dx=-3.1750567526564423E-10 evalInputDelta=0.05504200980067253
Fitness changed from -3.673382617533207 to -3.7284246273338795
Iteration 11 complete. Error: -3.7284246273338795 Total: 176.7825; Orientation: 3.1505; Line Search: 114.3425
Adding measurement 41f865fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.020e+03, gradient 2.783e-05, dot -0.539; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7284246273338795, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 41f865fc to history. Total: 3
th(0)=-3.7284246273338795;dx=-6.220030457879089E-10
New Minimum: -3.7284246273338795 > -3.7495867293328047
WOLF (strong): th(1.0E8)=-3.7495867293328047; dx=1.1521232251012538E-10 evalInputDelta=0.02116210199892521
New Minimum: -3.7495867293328047 > -3.7598636355251074
END: th(5.0E7)=-3.7598636355251074; dx=-2.5153197312713E-10 evalInputDelta=0.03143900819122791
Fitness changed from -3.7284246273338795 to -3.7598636355251074
Iteration 12 complete. Error: -3.7598636355251074 Total: 234.4701; Orientation: 3.1422; Line Search: 172.6791
Adding measurement 59d15b98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.875e+03, gradient 2.357e-05, dot -0.592; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7598636355251074, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 59d15b98 to history. Total: 3
th(0)=-3.7598636355251074;dx=-4.645641576667175E-10
New Minimum: -3.7598636355251074 > -3.790252096951008
END: th(1.0E8)=-3.790252096951008; dx=-9.010841612822307E-11 evalInputDelta=0.03038846142590046
Fitness changed from -3.7598636355251074 to -3.790252096951008
Iteration 13 complete. Error: -3.790252096951008 Total: 175.9886; Orientation: 3.1040; Line Search: 114.1830
Adding measurement 354197a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.967e+03, gradient 3.514e-05, dot -0.435; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.790252096951008, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 354197a9 to history. Total: 3
th(0)=-3.790252096951008;dx=-1.1248011918605701E-9
Armijo: th(1.0E8)=-3.7380647249519825; dx=1.020278492848078E-9 evalInputDelta=-0.052187371999025345
New Minimum: -3.790252096951008 > -3.8193971924483776
WOLF (strong): th(5.0E7)=-3.8193971924483776; dx=1.1301991951669828E-10 evalInputDelta=0.029145095497369766
END: th(1.6666666666666666E7)=-3.8135535307228565; dx=-6.890952039566083E-10 evalInputDelta=0.02330143377184868
Fitness changed from -3.790252096951008 to -3.8193971924483776
Iteration 14 complete. Error: -3.8193971924483776 Total: 291.1984; Orientation: 3.1891; Line Search: 229.0854
Adding measurement 7e61e68d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.292e+03, gradient 2.676e-05, dot -0.486; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8193971924483776, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 7e61e68d to history. Total: 3
th(0)=-3.8193971924483776;dx=-6.418186262495768E-10
New Minimum: -3.8193971924483776 > -3.84404344111681
END: th(3.5907244833864726E7)=-3.84404344111681; dx=-1.9929870327849078E-10 evalInputDelta=0.024646248668432236
Fitness changed from -3.8193971924483776 to -3.84404344111681
Iteration 15 complete. Error: -3.84404344111681 Total: 175.7645; Orientation: 3.2026; Line Search: 113.8061
Adding measurement 7da79e49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.424e+03, gradient 1.928e-05, dot -0.578; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.84404344111681, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 7da79e49 to history. Total: 3
th(0)=-3.84404344111681;dx=-3.1507769367158664E-10
New Minimum: -3.84404344111681 > -3.8682358600199223
END: th(7.735981389354631E7)=-3.8682358600199223; dx=-2.091701313282022E-10 evalInputDelta=0.02419241890311241
Fitness changed from -3.84404344111681 to -3.8682358600199223
Iteration 16 complete. Error: -3.8682358600199223 Total: 176.9393; Orientation: 3.1232; Line Search: 114.6780
Adding measurement 28e43fc6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.160e+03, gradient 1.928e-05, dot -0.587; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8682358600199223, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 28e43fc6 to history. Total: 3
th(0)=-3.8682358600199223;dx=-3.2474403575464415E-10
New Minimum: -3.8682358600199223 > -3.8881546929478645
END: th(1.0E8)=-3.8881546929478645; dx=-1.8488403115022928E-10 evalInputDelta=0.019918832927942276
Fitness changed from -3.8682358600199223 to -3.8881546929478645
Iteration 17 complete. Error: -3.8881546929478645 Total: 175.9863; Orientation: 3.2595; Line Search: 114.2036
Adding measurement 663776f3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.830e+03, gradient 2.240e-05, dot -0.489; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8881546929478645, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 663776f3 to history. Total: 3
th(0)=-3.8881546929478645;dx=-4.5665466016126697E-10
New Minimum: -3.8881546929478645 > -3.896517239511013
WOLF (strong): th(1.0E8)=-3.896517239511013; dx=5.936031530239891E-11 evalInputDelta=0.008362546563148499
New Minimum: -3.896517239511013 > -3.9068847354501486
END: th(5.0E7)=-3.9068847354501486; dx=-1.951912332066753E-10 evalInputDelta=0.01873004250228405
Fitness changed from -3.8881546929478645 to -3.9068847354501486
Iteration 18 complete. Error: -3.9068847354501486 Total: 233.8162; Orientation: 3.1101; Line Search: 171.9092
Adding measurement 4823f2f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.363e+03, gradient 1.810e-05, dot -0.570; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9068847354501486, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 4823f2f7 to history. Total: 3
th(0)=-3.9068847354501486;dx=-2.7683994744461666E-10
New Minimum: -3.9068847354501486 > -3.9237614013254642
END: th(1.0E8)=-3.9237614013254642; dx=-1.3484791555907183E-10 evalInputDelta=0.016876665875315666
Fitness changed from -3.9068847354501486 to -3.9237614013254642
Iteration 19 complete. Error: -3.9237614013254642 Total: 177.3726; Orientation: 3.0919; Line Search: 115.7695
Adding measurement 63c085f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.125e+03, gradient 2.213e-05, dot -0.465; [9dae506b-6f40-4505-a6ac-d085929337b6 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9237614013254642, -1.5408335626125336, -0.4619879275560379, 0.3294115662574768
LBFGS Accumulation History: 3 points
Removed measurement 63c085f5 to history. Total: 3
th(0)=-3.9237614013254642;dx=-4.4253929118251486E-10
Armijo: th(1.0E8)=-3.9200631119310856; dx=1.345437828730211E-10 evalInputDelta=-0.003698289394378662
New Minimum: -3.9237614013254642 > -3.9372781477868557
END: th(5.0E7)=-3.9372781477868557; dx=-1.3574817774502777E-10 evalInputDelta=0.013516746461391449
Fitness changed from -3.9237614013254642 to -3.9372781477868557
Iteration 20 complete. Error: -3.9372781477868557 Total: 232.5373; Orientation: 3.2542; Line Search: 170.8293
Final threshold in iteration 21: -3.9372781477868557 (> -Infinity) after 4727.134s (< 5400.000s)
