Reset training subject: 55292119726100
Reset training subject: 55328477517000
Adding measurement 2f57db6e to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.11751314625144;dx=-1.1139413259090312E-6
New Minimum: 4.11751314625144 > 4.117511712014675
WOLFE (weak): th(2.154434690031884)=4.117511712014675; dx=-1.115186520353804E-6 evalInputDelta=1.434236764907837E-6
New Minimum: 4.117511712014675 > 4.11751027777791
WOLFE (weak): th(4.308869380063768)=4.11751027777791; dx=-1.113783515340737E-6 evalInputDelta=2.868473529815674E-6
New Minimum: 4.11751027777791 > 4.117504432797432
WOLFE (weak): th(12.926608140191302)=4.117504432797432; dx=-1.1151764385568884E-6 evalInputDelta=8.713454008102417E-6
New Minimum: 4.117504432797432 > 4.117478962987661
WOLFE (weak): th(51.70643256076521)=4.117478962987661; dx=-1.1143423718185122E-6 evalInputDelta=3.4183263778686523E-5
New Minimum: 4.117478962987661 > 4.117343235760927
WOLFE (weak): th(258.53216280382605)=4.117343235760927; dx=-1.1150417978230272E-6 evalInputDelta=1.699104905128479E-4
New Minimum: 4.117343235760927 > 4.116493579000235
WOLFE (weak): th(1551.1929768229563)=4.116493579000235; dx=-1.1140944604237357E-6 evalInputDelta=0.0010195672512054443
New Minimum: 4.116493579000235 > 4.110384546220303
WOLFE (weak): th(10858.350837760694)=4.110384546220303; dx=-1.1123507596127669E-6 evalInputDelta=0.007128600031137466
New Minimum: 4.110384546220303 > 4.060887135565281
WOLFE (weak): th(86866.80670208555)=4.060887135565281; dx=-1.0967594463154828E-6 evalInputDelta=0.056626010686159134
New Minimum: 4.060887135565281 > 3.644125107675791
END: th(781801.26031877)=3.644125107675791; dx=-9.320366038124762E-7 evalInputDelta=0.47338803857564926
Fitness changed from 4.11751314625144 to 3.644125107675791
Iteration 1 complete. Error: 3.644125107675791 Total: 509.7641; Orientation: 0.0199; Line Search: 394.3973
Adding measurement 131b18b5 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.644125107675791;dx=-8.40130260945653E-7
New Minimum: 3.644125107675791 > 2.9383759684860706
END: th(1684339.7559414052)=2.9383759684860706; dx=-5.81441469098173E-7 evalInputDelta=0.7057491391897202
Fitness changed from 3.644125107675791 to 2.9383759684860706
Iteration 2 complete. Error: 2.9383759684860706 Total: 117.1116; Orientation: 0.0197; Line Search: 76.4214
Adding measurement 466b3c16 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.9383759684860706;dx=-5.522732060421962E-7
New Minimum: 2.9383759684860706 > 2.1141285970807076
END: th(3628800.0)=2.1141285970807076; dx=-2.661069987215462E-7 evalInputDelta=0.8242473714053631
Fitness changed from 2.9383759684860706 to 2.1141285970807076
Iteration 3 complete. Error: 2.1141285970807076 Total: 116.8188; Orientation: 0.0207; Line Search: 79.5837
Adding measurement 14a83457 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.074e+03, gradient 6.620e-04, dot -0.747; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1141285970807076, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 14a83457 to history. Total: 3
th(0)=2.1141285970807076;dx=-4.37358737115763E-7
New Minimum: 2.1141285970807076 > 1.4688407853245735
END: th(7818012.6031877)=1.4688407853245735; dx=-6.176159162833701E-8 evalInputDelta=0.645287811756134
Fitness changed from 2.1141285970807076 to 1.4688407853245735
Iteration 4 complete. Error: 1.4688407853245735 Total: 118.6198; Orientation: 0.3248; Line Search: 79.3842
Adding measurement 4999a77d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.175e+03, gradient 6.577e-04, dot -0.576; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4688407853245735, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 4999a77d to history. Total: 3
th(0)=1.4688407853245735;dx=-4.317393340948406E-7
Armijo: th(1.684339755941405E7)=1.5197032764554024; dx=6.64723267335205E-8 evalInputDelta=-0.05086249113082886
New Minimum: 1.4688407853245735 > 1.1359344087541103
WOLF (strong): th(8421698.779707026)=1.1359344087541103; dx=6.701415175970177E-8 evalInputDelta=0.3329063765704632
New Minimum: 1.1359344087541103 > 1.0092385113239288
END: th(2807232.9265690087)=1.0092385113239288; dx=-9.650161965198383E-8 evalInputDelta=0.4596022740006447
Fitness changed from 1.4688407853245735 to 1.0092385113239288
Iteration 5 complete. Error: 1.0092385113239288 Total: 194.1836; Orientation: 0.3310; Line Search: 153.2783
Adding measurement 17271993 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.344e+03, gradient 5.679e-04, dot -0.609; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0092385113239288, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 17271993 to history. Total: 3
th(0)=1.0092385113239288;dx=-3.222534410039008E-7
New Minimum: 1.0092385113239288 > 0.7364993989467621
WOLF (strong): th(6048000.0)=0.7364993989467621; dx=3.3546741133859346E-8 evalInputDelta=0.27273911237716675
New Minimum: 0.7364993989467621 > 0.7112697064876556
END: th(3024000.0)=0.7112697064876556; dx=-3.4248730532859326E-8 evalInputDelta=0.2979688048362732
Fitness changed from 1.0092385113239288 to 0.7112697064876556
Iteration 6 complete. Error: 0.7112697064876556 Total: 157.2719; Orientation: 0.3331; Line Search: 117.9463
Adding measurement 5b1116b0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.041e+03, gradient 5.631e-04, dot -0.594; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7112697064876556, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 5b1116b0 to history. Total: 3
th(0)=0.7112697064876556;dx=-3.1631084374659474E-7
New Minimum: 0.7112697064876556 > 0.6070786714553833
WOLF (strong): th(6515010.502656417)=0.6070786714553833; dx=6.595355250768367E-8 evalInputDelta=0.10419103503227234
New Minimum: 0.6070786714553833 > 0.47363344952464104
WOLF (strong): th(3257505.2513282085)=0.47363344952464104; dx=3.887138694565825E-8 evalInputDelta=0.2376362569630146
END: th(1085835.0837760696)=0.5406157933175564; dx=-1.98149698897454E-7 evalInputDelta=0.17065391317009926
Fitness changed from 0.7112697064876556 to 0.47363344952464104
Iteration 7 complete. Error: 0.47363344952464104 Total: 198.0910; Orientation: 0.3294; Line Search: 157.1404
Adding measurement 28c8f538 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.260e+03, gradient 5.765e-04, dot -0.556; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.47363344952464104, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 28c8f538 to history. Total: 3
th(0)=0.47363344952464104;dx=-3.3216941840481737E-7
New Minimum: 0.47363344952464104 > 0.2292092815041542
WOLF (strong): th(2339360.772140841)=0.2292092815041542; dx=9.416458431661172E-9 evalInputDelta=0.24442416802048683
END: th(1169680.3860704205)=0.28632238879799843; dx=-1.8735585729538904E-7 evalInputDelta=0.1873110607266426
Fitness changed from 0.47363344952464104 to 0.2292092815041542
Iteration 8 complete. Error: 0.2292092815041542 Total: 157.5788; Orientation: 0.3220; Line Search: 116.5681
Adding measurement 5c8d056d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.572e+03, gradient 4.572e-04, dot -0.635; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2292092815041542, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 5c8d056d to history. Total: 3
th(0)=0.2292092815041542;dx=-2.090548923771137E-7
New Minimum: 0.2292092815041542 > 0.08549517020583153
WOLF (strong): th(2520000.0000000005)=0.08549517020583153; dx=2.3608357623660844E-9 evalInputDelta=0.14371411129832268
END: th(1260000.0000000002)=0.11368114873766899; dx=-9.45431845589274E-8 evalInputDelta=0.11552813276648521
Fitness changed from 0.2292092815041542 to 0.08549517020583153
Iteration 9 complete. Error: 0.08549517020583153 Total: 157.3539; Orientation: 0.3235; Line Search: 118.4827
Adding measurement 1ba43b3b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.624e+03, gradient 4.752e-04, dot -0.594; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.08549517020583153, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 1ba43b3b to history. Total: 3
th(0)=0.08549517020583153;dx=-2.2531562293448813E-7
New Minimum: 0.08549517020583153 > -0.03606022894382477
WOLF (strong): th(2714587.709440174)=-0.03606022894382477; dx=4.887339048498877E-8 evalInputDelta=0.1215553991496563
New Minimum: -0.03606022894382477 > -0.03963203728199005
END: th(1357293.854720087)=-0.03963203728199005; dx=-6.857143827699333E-8 evalInputDelta=0.12512720748782158
Fitness changed from 0.08549517020583153 to -0.03963203728199005
Iteration 10 complete. Error: -0.03963203728199005 Total: 153.2675; Orientation: 0.3262; Line Search: 114.4836
Adding measurement 46209a91 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.518e+03, gradient 3.298e-04, dot -0.762; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.03963203728199005, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 46209a91 to history. Total: 3
th(0)=-0.03963203728199005;dx=-1.0860490061334873E-7
New Minimum: -0.03963203728199005 > -0.17788204923272133
END: th(2924200.9651760515)=-0.17788204923272133; dx=-5.9005129956615846E-8 evalInputDelta=0.13825001195073128
Fitness changed from -0.03963203728199005 to -0.17788204923272133
Iteration 11 complete. Error: -0.17788204923272133 Total: 117.6452; Orientation: 0.3185; Line Search: 78.2377
Adding measurement 4e6f5b75 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.590e+03, gradient 3.740e-04, dot -0.663; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.17788204923272133, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 4e6f5b75 to history. Total: 3
th(0)=-0.17788204923272133;dx=-1.3986698058070448E-7
New Minimum: -0.17788204923272133 > -0.23498252034187317
WOLF (strong): th(6300000.000000002)=-0.23498252034187317; dx=1.6731116889872366E-8 evalInputDelta=0.05710047110915184
New Minimum: -0.23498252034187317 > -0.2670840956270695
WOLF (strong): th(3150000.000000001)=-0.2670840956270695; dx=5.850779532164977E-9 evalInputDelta=0.08920204639434814
END: th(1050000.0000000002)=-0.24526719003915787; dx=-7.14153561162877E-8 evalInputDelta=0.06738514080643654
Fitness changed from -0.17788204923272133 to -0.2670840956270695
Iteration 12 complete. Error: -0.2670840956270695 Total: 198.2271; Orientation: 0.3517; Line Search: 160.2362
Adding measurement 14b81646 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.654e+03, gradient 4.556e-04, dot -0.557; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2670840956270695, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 14b81646 to history. Total: 3
th(0)=-0.2670840956270695;dx=-2.075937807799944E-7
New Minimum: -0.2670840956270695 > -0.3882865011692047
WOLF (strong): th(2262156.4245334785)=-0.3882865011692047; dx=4.310551554854803E-8 evalInputDelta=0.12120240554213524
END: th(1131078.2122667392)=-0.37463194131851196; dx=-9.928998522753271E-8 evalInputDelta=0.10754784569144249
Fitness changed from -0.2670840956270695 to -0.3882865011692047
Iteration 13 complete. Error: -0.3882865011692047 Total: 157.2144; Orientation: 0.3180; Line Search: 116.7589
Adding measurement 7b67c5cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.537e+03, gradient 4.219e-04, dot -0.565; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3882865011692047, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 7b67c5cc to history. Total: 3
th(0)=-0.3882865011692047;dx=-1.775815246897494E-7
New Minimum: -0.3882865011692047 > -0.457534059882164
WOLF (strong): th(2436834.1376467096)=-0.457534059882164; dx=6.280284342741608E-8 evalInputDelta=0.06924755871295929
New Minimum: -0.457534059882164 > -0.4717273563146591
END: th(1218417.0688233548)=-0.4717273563146591; dx=-4.348340700990808E-8 evalInputDelta=0.0834408551454544
Fitness changed from -0.3882865011692047 to -0.4717273563146591
Iteration 14 complete. Error: -0.4717273563146591 Total: 155.1480; Orientation: 0.3188; Line Search: 115.8868
Adding measurement a4dba7f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.293e+03, gradient 2.752e-04, dot -0.759; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4717273563146591, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement a4dba7f to history. Total: 3
th(0)=-0.4717273563146591;dx=-7.5643560027803E-8
New Minimum: -0.4717273563146591 > -0.5551549457013607
END: th(2625000.000000001)=-0.5551549457013607; dx=-3.8635964604667934E-8 evalInputDelta=0.08342758938670158
Fitness changed from -0.4717273563146591 to -0.5551549457013607
Iteration 15 complete. Error: -0.5551549457013607 Total: 121.9358; Orientation: 0.3432; Line Search: 81.0758
Adding measurement 1ca8f87a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.349e+03, gradient 3.189e-04, dot -0.655; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5551549457013607, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 1ca8f87a to history. Total: 3
th(0)=-0.5551549457013607;dx=-1.0167254784837945E-7
New Minimum: -0.5551549457013607 > -0.5687795542180538
WOLF (strong): th(5655391.061333697)=-0.5687795542180538; dx=2.2686401592857697E-8 evalInputDelta=0.013624608516693115
New Minimum: -0.5687795542180538 > -0.6084708906710148
WOLF (strong): th(2827695.5306668486)=-0.6084708906710148; dx=1.2279397732256202E-8 evalInputDelta=0.05331594496965408
END: th(942565.1768889496)=-0.5984232164919376; dx=-5.114226961835788E-8 evalInputDelta=0.043268270790576935
Fitness changed from -0.5551549457013607 to -0.6084708906710148
Iteration 16 complete. Error: -0.6084708906710148 Total: 194.8043; Orientation: 0.3178; Line Search: 154.3120
Adding measurement 62aa184d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.455e+03, gradient 4.092e-04, dot -0.536; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6084708906710148, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 62aa184d to history. Total: 3
th(0)=-0.6084708906710148;dx=-1.6719930461506268E-7
New Minimum: -0.6084708906710148 > -0.6854178868234158
WOLF (strong): th(2030695.114705592)=-0.6854178868234158; dx=5.097247736398207E-8 evalInputDelta=0.07694699615240097
END: th(1015347.557352796)=-0.6838883757591248; dx=-7.247451583068188E-8 evalInputDelta=0.07541748508810997
Fitness changed from -0.6084708906710148 to -0.6854178868234158
Iteration 17 complete. Error: -0.6854178868234158 Total: 156.9823; Orientation: 0.3294; Line Search: 117.5495
Adding measurement d0186b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.286e+03, gradient 3.862e-04, dot -0.539; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6854178868234158, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement d0186b3 to history. Total: 3
th(0)=-0.6854178868234158;dx=-1.4867745668301583E-7
New Minimum: -0.6854178868234158 > -0.7283462285995483
WOLF (strong): th(2187500.0000000014)=-0.7283462285995483; dx=6.439101709227436E-8 evalInputDelta=0.042928341776132584
New Minimum: -0.7283462285995483 > -0.7458561323583126
END: th(1093750.0000000007)=-0.7458561323583126; dx=-2.8336416415103746E-8 evalInputDelta=0.06043824553489685
Fitness changed from -0.6854178868234158 to -0.7458561323583126
Iteration 18 complete. Error: -0.7458561323583126 Total: 155.1888; Orientation: 0.3192; Line Search: 116.2656
Adding measurement 28da6286 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.014e+03, gradient 2.402e-04, dot -0.752; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7458561323583126, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 28da6286 to history. Total: 3
th(0)=-0.7458561323583126;dx=-5.757478829985883E-8
New Minimum: -0.7458561323583126 > -0.8031768053770065
END: th(2356412.9422223745)=-0.8031768053770065; dx=-2.906418984929977E-8 evalInputDelta=0.057320673018693924
Fitness changed from -0.7458561323583126 to -0.8031768053770065
Iteration 19 complete. Error: -0.8031768053770065 Total: 118.7515; Orientation: 0.3172; Line Search: 79.2209
Adding measurement 3fda5710 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.031e+03, gradient 2.830e-04, dot -0.642; [ed476594-6b79-480a-ba8a-a0c833ce447a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8031768053770065, 2.9383759684860706, 3.644125107675791, 4.11751314625144
LBFGS Accumulation History: 3 points
Removed measurement 3fda5710 to history. Total: 3
th(0)=-0.8031768053770065;dx=-7.994437449665004E-8
Armijo: th(5076737.786763981)=-0.7995722517371178; dx=2.8146362952381584E-8 evalInputDelta=-0.0036045536398887634
New Minimum: -0.8031768053770065 > -0.8382766731083393
WOLF (strong): th(2538368.8933819905)=-0.8382766731083393; dx=1.1799101575947475E-8 evalInputDelta=0.03509986773133278
END: th(846122.9644606635)=-0.8329277150332928; dx=-3.8483520128862545E-8 evalInputDelta=0.02975090965628624
Fitness changed from -0.8031768053770065 to -0.8382766731083393
Iteration 20 complete. Error: -0.8382766731083393 Total: 197.6149; Orientation: 0.3190; Line Search: 158.5405
Final threshold in iteration 21: -0.8382766731083393 (> -Infinity) after 3453.573s (< 5400.000s)
