Reset training subject: 243638335027300
Reset training subject: 243664043695700
Adding measurement 3263c3b4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-2.0790178813040257;dx=-7.41914203119907E-8
New Minimum: -2.0790178813040257 > -2.0790184549987316
WOLFE (weak): th(2.154434690031884)=-2.0790184549987316; dx=-7.031307453144052E-8 evalInputDelta=5.736947059631348E-7
New Minimum: -2.0790184549987316 > -2.0790190286934376
WOLFE (weak): th(4.308869380063768)=-2.0790190286934376; dx=-7.149859578617998E-8 evalInputDelta=1.1473894119262695E-6
New Minimum: -2.0790190286934376 > -2.0790217109024525
WOLFE (weak): th(12.926608140191302)=-2.0790217109024525; dx=-7.117128152704825E-8 evalInputDelta=3.829598426818848E-6
New Minimum: -2.0790217109024525 > -2.0790330320596695
END: th(51.70643256076521)=-2.0790330320596695; dx=-6.397488388055863E-8 evalInputDelta=1.5150755643844604E-5
Fitness changed from -2.0790178813040257 to -2.0790330320596695
Iteration 1 complete. Error: -2.0790330320596695 Total: 216.4839; Orientation: 0.0544; Line Search: 134.4893
Adding measurement deb92e7 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.0790330320596695;dx=-7.13872946981693E-8
New Minimum: -2.0790330320596695 > -2.0790656581521034
WOLFE (weak): th(111.39813200670669)=-2.0790656581521034; dx=-7.141841107000854E-8 evalInputDelta=3.262609243392944E-5
New Minimum: -2.0790656581521034 > -2.079098343849182
WOLFE (weak): th(222.79626401341338)=-2.079098343849182; dx=-7.08742020298235E-8 evalInputDelta=6.531178951263428E-5
New Minimum: -2.079098343849182 > -2.0792286917567253
WOLFE (weak): th(668.3887920402401)=-2.0792286917567253; dx=-7.133678507676849E-8 evalInputDelta=1.9565969705581665E-4
New Minimum: -2.0792286917567253 > -2.0798153653740883
WOLFE (weak): th(2673.5551681609604)=-2.0798153653740883; dx=-7.095513820372435E-8 evalInputDelta=7.823333144187927E-4
New Minimum: -2.0798153653740883 > -2.082940064370632
WOLFE (weak): th(13367.775840804803)=-2.082940064370632; dx=-7.117873706008423E-8 evalInputDelta=0.003907032310962677
New Minimum: -2.082940064370632 > -2.1022852957248688
WOLFE (weak): th(80206.65504482882)=-2.1022852957248688; dx=-6.915093673843002E-8 evalInputDelta=0.02325226366519928
New Minimum: -2.1022852957248688 > -2.2303009666502476
END: th(561446.5853138018)=-2.2303009666502476; dx=-6.058402390977747E-8 evalInputDelta=0.15126793459057808
Fitness changed from -2.0790330320596695 to -2.2303009666502476
Iteration 2 complete. Error: -2.2303009666502476 Total: 247.0686; Orientation: 0.0552; Line Search: 220.4866
Adding measurement 1ac90c8f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.2303009666502476;dx=-5.272699781358357E-8
New Minimum: -2.2303009666502476 > -2.454739283770323
END: th(1209600.0000000002)=-2.454739283770323; dx=-3.6501999151257547E-8 evalInputDelta=0.22443831712007523
Fitness changed from -2.2303009666502476 to -2.454739283770323
Iteration 3 complete. Error: -2.454739283770323 Total: 85.2497; Orientation: 0.0564; Line Search: 55.6756
Adding measurement 74585cb2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.231e+03, gradient 1.888e-04, dot -0.842; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.454739283770323, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 74585cb2 to history. Total: 3
th(0)=-2.454739283770323;dx=-3.266867197238458E-8
New Minimum: -2.454739283770323 > -2.717608515173197
END: th(2606004.201062567)=-2.717608515173197; dx=-2.052210682866237E-8 evalInputDelta=0.262869231402874
Fitness changed from -2.454739283770323 to -2.717608515173197
Iteration 4 complete. Error: -2.717608515173197 Total: 84.2435; Orientation: 0.6531; Line Search: 55.4220
Adding measurement 42aafa9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.146e+02, gradient 1.387e-04, dot -0.773; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.717608515173197, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 42aafa9e to history. Total: 3
th(0)=-2.717608515173197;dx=-1.826950052905372E-8
New Minimum: -2.717608515173197 > -2.9594705142080784
END: th(5614465.853138018)=-2.9594705142080784; dx=-9.789804503204571E-9 evalInputDelta=0.2418619990348816
Fitness changed from -2.717608515173197 to -2.9594705142080784
Iteration 5 complete. Error: -2.9594705142080784 Total: 81.4477; Orientation: 0.6335; Line Search: 53.7841
Adding measurement 70e1573b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.981e+02, gradient 1.054e-04, dot -0.517; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.9594705142080784, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 70e1573b to history. Total: 3
th(0)=-2.9594705142080784;dx=-8.384241956865177E-9
New Minimum: -2.9594705142080784 > -3.1884727738797665
END: th(1.2096000000000002E7)=-3.1884727738797665; dx=-3.0435929595480424E-9 evalInputDelta=0.22900225967168808
Fitness changed from -2.9594705142080784 to -3.1884727738797665
Iteration 6 complete. Error: -3.1884727738797665 Total: 85.4726; Orientation: 0.6318; Line Search: 56.7014
Adding measurement 7088a216 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.561e+02, gradient 8.832e-05, dot -0.455; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1884727738797665, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 7088a216 to history. Total: 3
th(0)=-3.1884727738797665;dx=-7.478817811949519E-9
New Minimum: -3.1884727738797665 > -3.3334501460194588
END: th(2.606004201062567E7)=-3.3334501460194588; dx=-1.5205495984287696E-9 evalInputDelta=0.1449773721396923
Fitness changed from -3.1884727738797665 to -3.3334501460194588
Iteration 7 complete. Error: -3.3334501460194588 Total: 85.1507; Orientation: 0.6346; Line Search: 56.7752
Adding measurement cc87a0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.051e+02, gradient 9.093e-05, dot -0.291; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3334501460194588, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement cc87a0b to history. Total: 3
th(0)=-3.3334501460194588;dx=-7.780859372862732E-9
Armijo: th(5.614465853138019E7)=-2.9164443872869015; dx=3.1300570897262945E-9 evalInputDelta=-0.4170057587325573
New Minimum: -3.3334501460194588 > -3.3665105756372213
WOLF (strong): th(2.8072329265690096E7)=-3.3665105756372213; dx=2.0853501438003683E-9 evalInputDelta=0.033060429617762566
New Minimum: -3.3665105756372213 > -3.4489077366888523
END: th(9357443.088563366)=-3.4489077366888523; dx=-1.9254055185969567E-9 evalInputDelta=0.11545759066939354
Fitness changed from -3.3334501460194588 to -3.4489077366888523
Iteration 8 complete. Error: -3.4489077366888523 Total: 138.3190; Orientation: 0.6236; Line Search: 110.0656
Adding measurement 258dd20e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.656e+02, gradient 6.607e-05, dot -0.381; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4489077366888523, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 258dd20e to history. Total: 3
th(0)=-3.4489077366888523;dx=-3.749468818402508E-9
New Minimum: -3.4489077366888523 > -3.5009824242442846
END: th(2.0160000000000007E7)=-3.5009824242442846; dx=-2.1059528151110915E-10 evalInputDelta=0.05207468755543232
Fitness changed from -3.4489077366888523 to -3.5009824242442846
Iteration 9 complete. Error: -3.5009824242442846 Total: 81.2411; Orientation: 0.6235; Line Search: 54.3371
Adding measurement 416a76f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.627e+02, gradient 9.129e-05, dot -0.286; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5009824242442846, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 416a76f6 to history. Total: 3
th(0)=-3.5009824242442846;dx=-7.85437502581566E-9
Armijo: th(4.343340335104279E7)=-2.8274356834590435; dx=5.6041523581317014E-9 evalInputDelta=-0.6735467407852411
Armijo: th(2.1716701675521396E7)=-3.3745669424533844; dx=5.230872339421747E-9 evalInputDelta=-0.12641548179090023
New Minimum: -3.5009824242442846 > -3.5733349602669477
END: th(7238900.558507132)=-3.5733349602669477; dx=-7.106826035714775E-10 evalInputDelta=0.07235253602266312
Fitness changed from -3.5009824242442846 to -3.5733349602669477
Iteration 10 complete. Error: -3.5733349602669477 Total: 142.6412; Orientation: 0.6265; Line Search: 114.3421
Adding measurement 28bed106 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.479e+02, gradient 5.780e-05, dot -0.399; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5733349602669477, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 28bed106 to history. Total: 3
th(0)=-3.5733349602669477;dx=-3.1371549769714646E-9
New Minimum: -3.5733349602669477 > -3.5876952558755875
END: th(1.5595738480938945E7)=-3.5876952558755875; dx=-1.4247366975704065E-12 evalInputDelta=0.014360295608639717
Fitness changed from -3.5733349602669477 to -3.5876952558755875
Iteration 11 complete. Error: -3.5876952558755875 Total: 82.1622; Orientation: 0.6339; Line Search: 55.1770
Adding measurement 15029623 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.055e+03, gradient 7.301e-05, dot -0.340; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5876952558755875, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 15029623 to history. Total: 3
th(0)=-3.5876952558755875;dx=-4.9365793916120765E-9
Armijo: th(3.3600000000000015E7)=-3.2935221046209335; dx=4.698491007904823E-9 evalInputDelta=-0.29417315125465393
Armijo: th(1.6800000000000007E7)=-3.576596250757575; dx=2.441909221159437E-9 evalInputDelta=-0.011099005118012428
New Minimum: -3.5876952558755875 > -3.6358546651899815
END: th(5600000.000000003)=-3.6358546651899815; dx=-1.249673156568008E-9 evalInputDelta=0.048159409314394
Fitness changed from -3.5876952558755875 to -3.6358546651899815
Iteration 12 complete. Error: -3.6358546651899815 Total: 139.8559; Orientation: 0.6317; Line Search: 111.4197
Adding measurement 4201341d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.062e+03, gradient 4.426e-05, dot -0.535; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6358546651899815, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 4201341d to history. Total: 3
th(0)=-3.6358546651899815;dx=-1.7756375951596339E-9
New Minimum: -3.6358546651899815 > -3.6614781096577644
END: th(1.2064834264178555E7)=-3.6614781096577644; dx=-1.1764539668997563E-9 evalInputDelta=0.025623444467782974
Fitness changed from -3.6358546651899815 to -3.6614781096577644
Iteration 13 complete. Error: -3.6614781096577644 Total: 80.6123; Orientation: 0.6293; Line Search: 52.4384
Adding measurement 65fcc99f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.298e+02, gradient 4.638e-05, dot -0.423; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6614781096577644, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 65fcc99f to history. Total: 3
th(0)=-3.6614781096577644;dx=-1.3070549193579285E-9
New Minimum: -3.6614781096577644 > -3.705335922539234
END: th(2.5992897468231577E7)=-3.705335922539234; dx=-3.0762268618132557E-10 evalInputDelta=0.04385781288146973
Fitness changed from -3.6614781096577644 to -3.705335922539234
Iteration 14 complete. Error: -3.705335922539234 Total: 85.9186; Orientation: 0.6371; Line Search: 56.1749
Adding measurement e6cd08 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.047e+03, gradient 5.642e-05, dot -0.325; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.705335922539234, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement e6cd08 to history. Total: 3
th(0)=-3.705335922539234;dx=-2.9968223272685882E-9
Armijo: th(5.600000000000004E7)=-3.111456986516714; dx=3.6183089500793863E-9 evalInputDelta=-0.5938789360225201
Armijo: th(2.800000000000002E7)=-3.584633806720376; dx=1.884009080206209E-9 evalInputDelta=-0.12070211581885815
New Minimum: -3.705335922539234 > -3.7221244387328625
END: th(9333333.33333334)=-3.7221244387328625; dx=-3.0190794825903753E-10 evalInputDelta=0.01678851619362831
Fitness changed from -3.705335922539234 to -3.7221244387328625
Iteration 15 complete. Error: -3.7221244387328625 Total: 133.5309; Orientation: 0.6263; Line Search: 106.7109
Adding measurement 7859b16d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.213e+03, gradient 4.356e-05, dot -0.463; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7221244387328625, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 7859b16d to history. Total: 3
th(0)=-3.7221244387328625;dx=-1.691467663150963E-9
New Minimum: -3.7221244387328625 > -3.7298025116324425
WOLF (strong): th(2.0108057106964264E7)=-3.7298025116324425; dx=1.789079288746122E-10 evalInputDelta=0.007678072899580002
New Minimum: -3.7298025116324425 > -3.7414248790591955
END: th(1.0054028553482132E7)=-3.7414248790591955; dx=-7.044863088145561E-10 evalInputDelta=0.019300440326333046
Fitness changed from -3.7221244387328625 to -3.7414248790591955
Iteration 16 complete. Error: -3.7414248790591955 Total: 105.6752; Orientation: 0.6184; Line Search: 78.6632
Adding measurement 3e2e4488 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.829e+02, gradient 4.126e-05, dot -0.384; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7414248790591955, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 3e2e4488 to history. Total: 3
th(0)=-3.7414248790591955;dx=-1.0152962556592112E-9
New Minimum: -3.7414248790591955 > -3.7662622202187777
END: th(2.1660747890192986E7)=-3.7662622202187777; dx=-1.85500544287687E-10 evalInputDelta=0.024837341159582138
Fitness changed from -3.7414248790591955 to -3.7662622202187777
Iteration 17 complete. Error: -3.7662622202187777 Total: 84.3300; Orientation: 0.6160; Line Search: 55.5508
Adding measurement 3a0dc394 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.249e+03, gradient 4.776e-05, dot -0.377; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7662622202187777, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 3a0dc394 to history. Total: 3
th(0)=-3.7662622202187777;dx=-2.0569416360396027E-9
Armijo: th(4.666666666666671E7)=-3.5047448109835386; dx=2.5922899572005335E-9 evalInputDelta=-0.26151740923523903
Armijo: th(2.3333333333333354E7)=-3.731987990438938; dx=1.3465016083082086E-9 evalInputDelta=-0.034274229779839516
New Minimum: -3.7662622202187777 > -3.7867625430226326
END: th(7777777.7777777845)=-3.7867625430226326; dx=-6.882867596285552E-10 evalInputDelta=0.020500322803854942
Fitness changed from -3.7662622202187777 to -3.7867625430226326
Iteration 18 complete. Error: -3.7867625430226326 Total: 139.6025; Orientation: 0.6142; Line Search: 111.0324
Adding measurement 2e555f32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.227e+03, gradient 3.394e-05, dot -0.502; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7867625430226326, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 2e555f32 to history. Total: 3
th(0)=-3.7867625430226326;dx=-7.695981215790364E-10
New Minimum: -3.7867625430226326 > -3.7889489755034447
END: th(1.6756714255803555E7)=-3.7889489755034447; dx=-5.594073704181161E-10 evalInputDelta=0.0021864324808120728
Fitness changed from -3.7867625430226326 to -3.7889489755034447
Iteration 19 complete. Error: -3.7889489755034447 Total: 82.4465; Orientation: 0.6232; Line Search: 56.0121
Adding measurement 51e9ed7c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.393e+03, gradient 3.766e-05, dot -0.471; [b5e13ee3-d111-4562-b0e8-18625dcd09ea = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7889489755034447, -2.2303009666502476, -2.0790330320596695, -2.0790178813040257
LBFGS Accumulation History: 3 points
Removed measurement 51e9ed7c to history. Total: 3
th(0)=-3.7889489755034447;dx=-1.2938493454131255E-9
Armijo: th(3.610124648365498E7)=-3.736118871718645; dx=6.983476813363576E-10 evalInputDelta=-0.052830103784799576
New Minimum: -3.7889489755034447 > -3.7925463393330574
END: th(1.805062324182749E7)=-3.7925463393330574; dx=-8.170582944728207E-11 evalInputDelta=0.003597363829612732
Fitness changed from -3.7889489755034447 to -3.7925463393330574
Iteration 20 complete. Error: -3.7925463393330574 Total: 107.5744; Orientation: 0.6321; Line Search: 78.1159
Final threshold in iteration 21: -3.7925463393330574 (> -Infinity) after 2289.034s (< 3600.000s)
