Reset training subject: 1143361435048600
Reset training subject: 1143378256607500
Adding measurement 4faf104 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=12.257609151303768;dx=-4.136787907414321E-6
New Minimum: 12.257609151303768 > 12.257594056427479
WOLFE (weak): th(2.154434690031884)=12.257594056427479; dx=-4.137369198276043E-6 evalInputDelta=1.5094876289367676E-5
New Minimum: 12.257594056427479 > 12.257576804608107
WOLFE (weak): th(4.308869380063768)=12.257576804608107; dx=-4.140245954136106E-6 evalInputDelta=3.23466956615448E-5
New Minimum: 12.257576804608107 > 12.257512733340263
WOLFE (weak): th(12.926608140191302)=12.257512733340263; dx=-4.132820360963248E-6 evalInputDelta=9.641796350479126E-5
New Minimum: 12.257512733340263 > 12.257222894579172
WOLFE (weak): th(51.70643256076521)=12.257222894579172; dx=-4.1391524174225794E-6 evalInputDelta=3.8625672459602356E-4
New Minimum: 12.257222894579172 > 12.255676236003637
WOLFE (weak): th(258.53216280382605)=12.255676236003637; dx=-4.135069596887894E-6 evalInputDelta=0.0019329153001308441
New Minimum: 12.255676236003637 > 12.24596343189478
WOLFE (weak): th(1551.1929768229563)=12.24596343189478; dx=-4.150189641953009E-6 evalInputDelta=0.011645719408988953
New Minimum: 12.24596343189478 > 12.174356646835804
WOLFE (weak): th(10858.350837760694)=12.174356646835804; dx=-4.137414026622555E-6 evalInputDelta=0.08325250446796417
New Minimum: 12.174356646835804 > 11.553162179887295
END: th(86866.80670208555)=11.553162179887295; dx=-3.709336211425613E-6 evalInputDelta=0.7044469714164734
Fitness changed from 12.257609151303768 to 11.553162179887295
Iteration 1 complete. Error: 11.553162179887295 Total: 195.7543; Orientation: 0.0378; Line Search: 146.2500
Iteration 1
Adding measurement 16132f21 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=11.553162179887295;dx=-4.9721932873867395E-6
New Minimum: 11.553162179887295 > 9.895853340625763
END: th(187148.86177126726)=9.895853340625763; dx=-3.2178844432845854E-6 evalInputDelta=1.6573088392615318
Fitness changed from 11.553162179887295 to 9.895853340625763
Iteration 2 complete. Error: 9.895853340625763 Total: 49.1433; Orientation: 0.0165; Line Search: 32.7920
Iteration 2
Adding measurement 7d528cf7 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=9.895853340625763;dx=-2.94777177251901E-6
New Minimum: 9.895853340625763 > 7.733787760138512
END: th(403200.00000000006)=7.733787760138512; dx=-1.8340241973599754E-6 evalInputDelta=2.1620655804872513
Fitness changed from 9.895853340625763 to 7.733787760138512
Iteration 3 complete. Error: 7.733787760138512 Total: 47.3866; Orientation: 0.0153; Line Search: 32.0526
Iteration 3
Adding measurement 51fc862e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.168e+03, gradient 1.212e-03, dot -0.992; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.257609151303768, 11.553162179887295, 9.895853340625763, 7.733787760138512
LBFGS Accumulation History: 3 points
Removed measurement 4faf104 to history. Total: 4
th(0)=7.733787760138512;dx=-1.467465816240515E-6
New Minimum: 7.733787760138512 > 5.551313981413841
END: th(868668.0670208557)=5.551313981413841; dx=-8.63114968158873E-7 evalInputDelta=2.1824737787246704
Fitness changed from 7.733787760138512 to 5.551313981413841
Iteration 4 complete. Error: 5.551313981413841 Total: 48.8363; Orientation: 0.4474; Line Search: 32.6460
Iteration 4
Adding measurement 91da29b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.775e+03, gradient 8.144e-04, dot -0.999; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 11.553162179887295, 9.895853340625763, 7.733787760138512, 5.551313981413841
LBFGS Accumulation History: 3 points
Removed measurement 16132f21 to history. Total: 4
th(0)=5.551313981413841;dx=-6.627729350059825E-7
New Minimum: 5.551313981413841 > 3.553307667374611
END: th(1871488.617712673)=3.553307667374611; dx=-3.8893473407624546E-7 evalInputDelta=1.9980063140392303
Fitness changed from 5.551313981413841 to 3.553307667374611
Iteration 5 complete. Error: 3.553307667374611 Total: 49.0551; Orientation: 0.4229; Line Search: 32.5800
Iteration 5
Adding measurement 3becc950 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.105e+03, gradient 5.535e-04, dot -0.996; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.895853340625763, 7.733787760138512, 5.551313981413841, 3.553307667374611
LBFGS Accumulation History: 3 points
Removed measurement 7d528cf7 to history. Total: 4
th(0)=3.553307667374611;dx=-3.063645361157409E-7
New Minimum: 3.553307667374611 > 1.7163008153438568
END: th(4032000.0000000014)=1.7163008153438568; dx=-1.645750811125231E-7 evalInputDelta=1.837006852030754
Fitness changed from 3.553307667374611 to 1.7163008153438568
Iteration 6 complete. Error: 1.7163008153438568 Total: 50.0919; Orientation: 0.4200; Line Search: 32.9309
Adding measurement 1da1380b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.123e+03, gradient 3.618e-04, dot -0.989; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.733787760138512, 5.551313981413841, 3.553307667374611, 1.7163008153438568
LBFGS Accumulation History: 3 points
Removed measurement 51fc862e to history. Total: 4
th(0)=1.7163008153438568;dx=-1.3081805634461138E-7
New Minimum: 1.7163008153438568 > 0.24951975047588348
END: th(8686680.670208558)=0.24951975047588348; dx=-5.2304287210089825E-8 evalInputDelta=1.4667810648679733
Fitness changed from 1.7163008153438568 to 0.24951975047588348
Iteration 7 complete. Error: 0.24951975047588348 Total: 49.3643; Orientation: 0.4265; Line Search: 32.5283
Adding measurement 29a33620 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.578e+03, gradient 2.104e-04, dot -0.964; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.551313981413841, 3.553307667374611, 1.7163008153438568, 0.24951975047588348
LBFGS Accumulation History: 3 points
Removed measurement 91da29b to history. Total: 4
th(0)=0.24951975047588348;dx=-4.42467211721692E-8
New Minimum: 0.24951975047588348 > -0.6572670191526413
END: th(1.871488617712673E7)=-0.6572670191526413; dx=-1.2883412986215541E-8 evalInputDelta=0.9067867696285248
Fitness changed from 0.24951975047588348 to -0.6572670191526413
Iteration 8 complete. Error: -0.6572670191526413 Total: 49.1781; Orientation: 0.4210; Line Search: 32.4584
Adding measurement 5974b233 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.767e+03, gradient 1.440e-04, dot -0.848; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.553307667374611, 1.7163008153438568, 0.24951975047588348, -0.6572670191526413
LBFGS Accumulation History: 3 points
Removed measurement 3becc950 to history. Total: 4
th(0)=-0.6572670191526413;dx=-2.0731508480041178E-8
New Minimum: -0.6572670191526413 > -0.9734567701816559
WOLF (strong): th(4.0320000000000015E7)=-0.9734567701816559; dx=2.2495725271920726E-9 evalInputDelta=0.3161897510290146
New Minimum: -0.9734567701816559 > -1.032830148935318
END: th(2.0160000000000007E7)=-1.032830148935318; dx=-4.361406557957586E-9 evalInputDelta=0.3755631297826767
Fitness changed from -0.6572670191526413 to -1.032830148935318
Iteration 9 complete. Error: -1.032830148935318 Total: 66.4720; Orientation: 0.4409; Line Search: 49.3787
Adding measurement 61a2aeb7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.206e+03, gradient 1.503e-04, dot -0.662; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7163008153438568, 0.24951975047588348, -0.6572670191526413, -1.032830148935318
LBFGS Accumulation History: 3 points
Removed measurement 1da1380b to history. Total: 4
th(0)=-1.032830148935318;dx=-2.2591229662400137E-8
Armijo: th(4.343340335104279E7)=-0.0655699372291565; dx=1.4482073306895524E-8 evalInputDelta=-0.9672602117061615
Armijo: th(2.1716701675521396E7)=-0.8682890832424164; dx=1.4929350525550645E-8 evalInputDelta=-0.1645410656929016
New Minimum: -1.032830148935318 > -1.2157355397939682
END: th(7238900.558507132)=-1.2157355397939682; dx=-3.777415690620678E-9 evalInputDelta=0.1829053908586502
Fitness changed from -1.032830148935318 to -1.2157355397939682
Iteration 10 complete. Error: -1.2157355397939682 Total: 83.1113; Orientation: 0.4246; Line Search: 66.5934
Iteration 10
Adding measurement 27fe059d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.209e+03, gradient 1.061e-04, dot -0.724; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.24951975047588348, -0.6572670191526413, -1.032830148935318, -1.2157355397939682
LBFGS Accumulation History: 3 points
Removed measurement 29a33620 to history. Total: 4
th(0)=-1.2157355397939682;dx=-1.1249430222309961E-8
New Minimum: -1.2157355397939682 > -1.340389609336853
END: th(1.5595738480938945E7)=-1.340389609336853; dx=-5.440948277434008E-10 evalInputDelta=0.12465406954288483
Fitness changed from -1.2157355397939682 to -1.340389609336853
Iteration 11 complete. Error: -1.340389609336853 Total: 49.6402; Orientation: 0.4259; Line Search: 32.7768
Adding measurement 4293e066 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.066e+03, gradient 1.326e-04, dot -0.578; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6572670191526413, -1.032830148935318, -1.2157355397939682, -1.340389609336853
LBFGS Accumulation History: 3 points
Removed measurement 5974b233 to history. Total: 4
th(0)=-1.340389609336853;dx=-1.758886594681772E-8
Armijo: th(3.3600000000000015E7)=-0.7456759214401245; dx=1.1817954725560446E-8 evalInputDelta=-0.5947136878967285
Armijo: th(1.6800000000000007E7)=-1.294804409146309; dx=1.1583875994681693E-8 evalInputDelta=-0.04558520019054413
New Minimum: -1.340389609336853 > -1.465562753379345
END: th(5600000.000000003)=-1.465562753379345; dx=-4.0641348973799E-9 evalInputDelta=0.1251731440424919
Fitness changed from -1.340389609336853 to -1.465562753379345
Iteration 12 complete. Error: -1.465562753379345 Total: 81.8237; Orientation: 0.4385; Line Search: 65.7814
Adding measurement 4bc6da03 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.389e+03, gradient 7.390e-05, dot -0.865; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.032830148935318, -1.2157355397939682, -1.340389609336853, -1.465562753379345
LBFGS Accumulation History: 3 points
Removed measurement 61a2aeb7 to history. Total: 4
th(0)=-1.465562753379345;dx=-5.453256362703885E-9
New Minimum: -1.465562753379345 > -1.5626157894730568
END: th(1.2064834264178555E7)=-1.5626157894730568; dx=-3.913307301376381E-9 evalInputDelta=0.09705303609371185
Fitness changed from -1.465562753379345 to -1.5626157894730568
Iteration 13 complete. Error: -1.5626157894730568 Total: 47.9096; Orientation: 0.4235; Line Search: 31.8192
Adding measurement 6b2dd3df to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.583e+03, gradient 6.754e-05, dot -0.915; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2157355397939682, -1.340389609336853, -1.465562753379345, -1.5626157894730568
LBFGS Accumulation History: 3 points
Removed measurement 27fe059d to history. Total: 4
th(0)=-1.5626157894730568;dx=-4.558082765195485E-9
New Minimum: -1.5626157894730568 > -1.7016658782958984
END: th(2.5992897468231577E7)=-1.7016658782958984; dx=-2.068208362946838E-9 evalInputDelta=0.13905008882284164
Fitness changed from -1.5626157894730568 to -1.7016658782958984
Iteration 14 complete. Error: -1.7016658782958984 Total: 48.0905; Orientation: 0.4213; Line Search: 31.6493
Adding measurement 4f281aaf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.527e+03, gradient 8.358e-05, dot -0.634; [76655b1e-d74e-4633-8e32-ffd9ebdf207f = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.340389609336853, -1.465562753379345, -1.5626157894730568, -1.7016658782958984
LBFGS Accumulation History: 3 points
Removed measurement 4293e066 to history. Total: 4
th(0)=-1.7016658782958984;dx=-6.978457658110987E-9
Armijo: th(5.600000000000004E7)=-0.7638082355260849; dx=1.243299812947843E-8 evalInputDelta=-0.9378576427698135
Armijo: th(2.800000000000002E7)=-1.5071273297071457; dx=8.398560029423297E-9 evalInputDelta=-0.19453854858875275
New Minimum: -1.7016658782958984 > -1.7492192164063454
WOLF (strong): th(9333333.33333334)=-1.7492192164063454; dx=2.3581054523038984E-10 evalInputDelta=0.04755333811044693
END: th(2333333.333333335)=-1.7275593876838684; dx=-4.8870927330648285E-9 evalInputDelta=0.02589350938796997
Fitness changed from -1.7016658782958984 to -1.7492192164063454
Iteration 15 complete. Error: -1.7492192164063454 Total: 97.8084; Orientation: 0.4266; Line Search: 81.1379
Iteration 15
Final threshold in iteration 16: -1.7492192164063454 (> -Infinity) after 1013.681s (< 3600.000s)