Reset training subject: 1377669389359400
Reset training subject: 1377700145736400
Adding measurement 5c79c5ec to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=8.641171421855688;dx=-2.7616502552478203E-4
New Minimum: 8.641171421855688 > 8.641017325222492
END: th(2.154434690031884)=8.641017325222492; dx=-1.1624485139019572E-4 evalInputDelta=1.5409663319587708E-4
Fitness changed from 8.641171421855688 to 8.641017325222492
Iteration 1 complete. Error: 8.641017325222492 Total: 153.0826; Orientation: 0.0276; Line Search: 61.2863
Iteration 1
Adding measurement 68df8c6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.641017325222492;dx=-5.8325410840805205E-5
New Minimum: 8.641017325222492 > 8.640938624739647
END: th(4.641588833612779)=8.640938624739647; dx=-1.5070796010327138E-5 evalInputDelta=7.87004828453064E-5
Fitness changed from 8.641017325222492 to 8.640938624739647
Iteration 2 complete. Error: 8.640938624739647 Total: 91.7187; Orientation: 0.0274; Line Search: 61.0578
Iteration 2
Adding measurement 4470106b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.640938624739647;dx=-2.705539231937969E-5
New Minimum: 8.640938624739647 > 8.640814058482647
END: th(10.000000000000002)=8.640814058482647; dx=-1.9412156445820647E-5 evalInputDelta=1.2456625699996948E-4
Fitness changed from 8.640938624739647 to 8.640814058482647
Iteration 3 complete. Error: 8.640814058482647 Total: 91.6605; Orientation: 0.0274; Line Search: 61.0294
Iteration 3
Adding measurement 1d556461 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.286e-01, gradient 5.831e-03, dot -0.792; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.641171421855688, 8.641017325222492, 8.640938624739647, 8.640814058482647
LBFGS Accumulation History: 3 points
Removed measurement 5c79c5ec to history. Total: 4
th(0)=8.640814058482647;dx=-3.3999241995424985E-5
New Minimum: 8.640814058482647 > 8.640535447746515
END: th(21.544346900318843)=8.640535447746515; dx=-2.3650459728631837E-5 evalInputDelta=2.786107361316681E-4
Fitness changed from 8.640814058482647 to 8.640535447746515
Iteration 4 complete. Error: 8.640535447746515 Total: 91.7869; Orientation: 0.7910; Line Search: 60.7068
Iteration 4
Adding measurement 4119346d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.074e+00, gradient 4.952e-03, dot -0.980; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.641017325222492, 8.640938624739647, 8.640814058482647, 8.640535447746515
LBFGS Accumulation History: 3 points
Removed measurement 68df8c6 to history. Total: 4
th(0)=8.640535447746515;dx=-2.4525451349819962E-5
New Minimum: 8.640535447746515 > 8.639937374740839
WOLFE (weak): th(46.4158883361278)=8.639937374740839; dx=-2.4388196398843397E-5 evalInputDelta=5.980730056762695E-4
New Minimum: 8.639937374740839 > 8.63933951035142
WOLFE (weak): th(92.8317766722556)=8.63933951035142; dx=-2.4385243957798757E-5 evalInputDelta=0.0011959373950958252
New Minimum: 8.63933951035142 > 8.636996429413557
WOLFE (weak): th(278.4953300167668)=8.636996429413557; dx=-2.234919885430796E-5 evalInputDelta=0.0035390183329582214
New Minimum: 8.636996429413557 > 8.626446280628443
WOLFE (weak): th(1113.9813200670671)=8.626446280628443; dx=-2.420454976657017E-5 evalInputDelta=0.01408916711807251
New Minimum: 8.626446280628443 > 8.570716142654419
WOLFE (weak): th(5569.9066003353355)=8.570716142654419; dx=-2.2847679217913267E-5 evalInputDelta=0.06981930509209633
New Minimum: 8.570716142654419 > 8.27250000089407
END: th(33419.43960201201)=8.27250000089407; dx=-1.6631958696019676E-5 evalInputDelta=0.3680354468524456
Fitness changed from 8.640535447746515 to 8.27250000089407
Iteration 5 complete. Error: 8.27250000089407 Total: 245.0176; Orientation: 0.9192; Line Search: 213.4564
Iteration 5
Adding measurement 6124dda2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.113e+02, gradient 3.888e-03, dot -0.986; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.640938624739647, 8.640814058482647, 8.640535447746515, 8.27250000089407
LBFGS Accumulation History: 3 points
Removed measurement 4470106b to history. Total: 4
th(0)=8.27250000089407;dx=-1.5119620504873546E-5
New Minimum: 8.27250000089407 > 7.815966479480267
END: th(72000.00000000001)=7.815966479480267; dx=-8.735028587420791E-6 evalInputDelta=0.4565335214138031
Fitness changed from 8.27250000089407 to 7.815966479480267
Iteration 6 complete. Error: 7.815966479480267 Total: 92.2793; Orientation: 0.7969; Line Search: 60.9270
Adding measurement 1eb9d69a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.043e+02, gradient 2.856e-03, dot -0.967; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.640814058482647, 8.640535447746515, 8.27250000089407, 7.815966479480267
LBFGS Accumulation History: 3 points
Removed measurement 1d556461 to history. Total: 4
th(0)=7.815966479480267;dx=-8.156927274272628E-6
New Minimum: 7.815966479480267 > 7.341196782886982
END: th(155119.29768229567)=7.341196782886982; dx=-4.1812104749513395E-6 evalInputDelta=0.4747696965932846
Fitness changed from 7.815966479480267 to 7.341196782886982
Iteration 7 complete. Error: 7.341196782886982 Total: 92.0220; Orientation: 0.7976; Line Search: 60.6696
Adding measurement 2f75a9b1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.110e+03, gradient 2.235e-03, dot -0.904; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.640535447746515, 8.27250000089407, 7.815966479480267, 7.341196782886982
LBFGS Accumulation History: 3 points
Removed measurement 4119346d to history. Total: 4
th(0)=7.341196782886982;dx=-4.994228943769691E-6
New Minimum: 7.341196782886982 > 6.882668152451515
END: th(334194.3960201202)=6.882668152451515; dx=-2.540956819009108E-6 evalInputDelta=0.45852863043546677
Fitness changed from 7.341196782886982 to 6.882668152451515
Iteration 8 complete. Error: 6.882668152451515 Total: 92.3891; Orientation: 0.7924; Line Search: 61.0367
Adding measurement 186f7434 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.494e+03, gradient 2.400e-02, dot -0.078; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.27250000089407, 7.815966479480267, 7.341196782886982, 6.882668152451515
LBFGS Accumulation History: 3 points
Removed measurement 6124dda2 to history. Total: 4
th(0)=6.882668152451515;dx=-5.759859119005944E-4
Armijo: th(720000.0000000002)=8.71831713616848; dx=6.405166814673063E-6 evalInputDelta=-1.8356489837169647
Armijo: th(360000.0000000001)=7.501074008643627; dx=3.9416116194149695E-6 evalInputDelta=-0.618405856192112
Armijo: th(120000.00000000004)=6.99524138495326; dx=1.1533432451983413E-6 evalInputDelta=-0.11257323250174522
Armijo: th(30000.00000000001)=6.944623462855816; dx=9.981138776807331E-7 evalInputDelta=-0.06195531040430069
Armijo: th(6000.000000000002)=6.884602792561054; dx=4.017767786287702E-6 evalInputDelta=-0.001934640109539032
New Minimum: 6.882668152451515 > 6.879144083708525
END: th(1000.0000000000003)=6.879144083708525; dx=-1.5692192037668836E-6 evalInputDelta=0.0035240687429904938
Fitness changed from 6.882668152451515 to 6.879144083708525
Iteration 9 complete. Error: 6.879144083708525 Total: 244.1289; Orientation: 0.8107; Line Search: 213.0189
Adding measurement 14b26e90 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.432e+02, gradient 2.806e-03, dot -0.276; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.815966479480267, 7.341196782886982, 6.882668152451515, 6.879144083708525
LBFGS Accumulation History: 3 points
Removed measurement 1eb9d69a to history. Total: 4
th(0)=6.879144083708525;dx=-7.873885141755939E-6
New Minimum: 6.879144083708525 > 6.8702906630933285
WOLFE (weak): th(2154.4346900318847)=6.8702906630933285; dx=-7.533819801368648E-6 evalInputDelta=0.008853420615196228
New Minimum: 6.8702906630933285 > 6.861676316708326
WOLFE (weak): th(4308.869380063769)=6.861676316708326; dx=-7.96515374906157E-6 evalInputDelta=0.017467767000198364
New Minimum: 6.861676316708326 > 6.830629825592041
END: th(12926.608140191307)=6.830629825592041; dx=-6.0536436603844135E-6 evalInputDelta=0.04851425811648369
Fitness changed from 6.879144083708525 to 6.830629825592041
Iteration 10 complete. Error: 6.830629825592041 Total: 153.3105; Orientation: 0.8072; Line Search: 121.9930
Iteration 10
Adding measurement 6b0ba697 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.176e+04, gradient 2.346e-03, dot -0.468; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.341196782886982, 6.882668152451515, 6.879144083708525, 6.830629825592041
LBFGS Accumulation History: 3 points
Removed measurement 2f75a9b1 to history. Total: 4
th(0)=6.830629825592041;dx=-5.505611892027414E-6
New Minimum: 6.830629825592041 > 6.760157041251659
END: th(27849.533001676686)=6.760157041251659; dx=-4.106864776388126E-6 evalInputDelta=0.07047278434038162
Fitness changed from 6.830629825592041 to 6.760157041251659
Iteration 11 complete. Error: 6.760157041251659 Total: 92.6171; Orientation: 0.7999; Line Search: 61.2309
Adding measurement 778197c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.797e+02, gradient 1.942e-03, dot -0.989; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.882668152451515, 6.879144083708525, 6.830629825592041, 6.760157041251659
LBFGS Accumulation History: 3 points
Removed measurement 186f7434 to history. Total: 4
th(0)=6.760157041251659;dx=-3.77087317064098E-6
New Minimum: 6.760157041251659 > 6.665773693472147
END: th(60000.00000000003)=6.665773693472147; dx=-2.8050436058443567E-6 evalInputDelta=0.0943833477795124
Fitness changed from 6.760157041251659 to 6.665773693472147
Iteration 12 complete. Error: 6.665773693472147 Total: 92.3869; Orientation: 0.7971; Line Search: 61.1356
Adding measurement 628bd77e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.033e+02, gradient 1.697e-03, dot -0.958; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.879144083708525, 6.830629825592041, 6.760157041251659, 6.665773693472147
LBFGS Accumulation History: 3 points
Removed measurement 14b26e90 to history. Total: 4
th(0)=6.665773693472147;dx=-2.8800058129625685E-6
New Minimum: 6.665773693472147 > 6.506396234035492
END: th(129266.08140191309)=6.506396234035492; dx=-2.1270985179429687E-6 evalInputDelta=0.15937745943665504
Fitness changed from 6.665773693472147 to 6.506396234035492
Iteration 13 complete. Error: 6.506396234035492 Total: 92.5313; Orientation: 0.9218; Line Search: 60.9701
Adding measurement 50fa5938 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.385e+03, gradient 1.592e-03, dot -0.909; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.830629825592041, 6.760157041251659, 6.665773693472147, 6.506396234035492
LBFGS Accumulation History: 3 points
Removed measurement 6b0ba697 to history. Total: 4
th(0)=6.506396234035492;dx=-2.5340199099804274E-6
New Minimum: 6.506396234035492 > 6.274706192314625
END: th(278495.3300167669)=6.274706192314625; dx=-1.2979418296390068E-6 evalInputDelta=0.23169004172086716
Fitness changed from 6.506396234035492 to 6.274706192314625
Iteration 14 complete. Error: 6.274706192314625 Total: 92.6865; Orientation: 0.7974; Line Search: 61.4286
Adding measurement 13662609 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.612e+03, gradient 2.076e-03, dot -0.621; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.760157041251659, 6.665773693472147, 6.506396234035492, 6.274706192314625
LBFGS Accumulation History: 3 points
Removed measurement 778197c0 to history. Total: 4
th(0)=6.274706192314625;dx=-4.311706046961383E-6
New Minimum: 6.274706192314625 > 6.1636610850691795
END: th(600000.0000000003)=6.1636610850691795; dx=-1.2901186053469139E-8 evalInputDelta=0.11104510724544525
Fitness changed from 6.274706192314625 to 6.1636610850691795
Iteration 15 complete. Error: 6.1636610850691795 Total: 92.3201; Orientation: 0.8017; Line Search: 61.0360
Iteration 15
Adding measurement 615c4ea4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.088e+03, gradient 3.250e-03, dot -0.462; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.665773693472147, 6.506396234035492, 6.274706192314625, 6.1636610850691795
LBFGS Accumulation History: 3 points
Removed measurement 628bd77e to history. Total: 4
th(0)=6.1636610850691795;dx=-1.0562700865407223E-5
Armijo: th(1292660.814019131)=6.866642452776432; dx=7.708233901844674E-7 evalInputDelta=-0.7029813677072525
Armijo: th(646330.4070095655)=6.3309287168085575; dx=1.0683174474421892E-6 evalInputDelta=-0.16726763173937798
New Minimum: 6.1636610850691795 > 5.909230437129736
WOLF (strong): th(215443.4690031885)=5.909230437129736; dx=4.6810201438035386E-7 evalInputDelta=0.2544306479394436
END: th(53860.86725079713)=5.960427708923817; dx=-4.293853132727059E-6 evalInputDelta=0.20323337614536285
Fitness changed from 6.1636610850691795 to 5.909230437129736
Iteration 16 complete. Error: 5.909230437129736 Total: 183.9840; Orientation: 0.7965; Line Search: 152.6951
Adding measurement 1468e880 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.321e+03, gradient 2.163e-03, dot -0.528; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.506396234035492, 6.274706192314625, 6.1636610850691795, 5.909230437129736
LBFGS Accumulation History: 3 points
Removed measurement 50fa5938 to history. Total: 4
th(0)=5.909230437129736;dx=-4.67829846543819E-6
New Minimum: 5.909230437129736 > 5.747164968401194
END: th(116039.72084031955)=5.747164968401194; dx=-1.6764541354920796E-7 evalInputDelta=0.16206546872854233
Fitness changed from 5.909230437129736 to 5.747164968401194
Iteration 17 complete. Error: 5.747164968401194 Total: 91.6577; Orientation: 0.7945; Line Search: 60.5968
Adding measurement 53e82089 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.991e+02, gradient 1.202e-02, dot -0.130; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.274706192314625, 6.1636610850691795, 5.909230437129736, 5.747164968401194
LBFGS Accumulation History: 3 points
Removed measurement 13662609 to history. Total: 4
th(0)=5.747164968401194;dx=-1.4455611593527275E-4
Armijo: th(250000.00000000017)=6.291406285017729; dx=2.135773914391562E-6 evalInputDelta=-0.5442413166165352
Armijo: th(125000.00000000009)=6.004851020872593; dx=2.830498229388697E-6 evalInputDelta=-0.2576860524713993
Armijo: th(41666.66666666669)=5.80197923630476; dx=2.9780198991613894E-6 evalInputDelta=-0.05481426790356636
New Minimum: 5.747164968401194 > 5.744672480970621
WOLF (strong): th(10416.666666666673)=5.744672480970621; dx=9.805131394088777E-7 evalInputDelta=0.0024924874305725098
END: th(2083.333333333335)=5.74535908550024; dx=-1.4176005762990477E-6 evalInputDelta=0.0018058829009532928
Fitness changed from 5.747164968401194 to 5.744672480970621
Iteration 18 complete. Error: 5.744672480970621 Total: 213.9839; Orientation: 0.8018; Line Search: 182.6163
Adding measurement 27dc81be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.130e+02, gradient 3.199e-03, dot -0.333; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.1636610850691795, 5.909230437129736, 5.747164968401194, 5.744672480970621
LBFGS Accumulation History: 3 points
Removed measurement 615c4ea4 to history. Total: 4
th(0)=5.744672480970621;dx=-1.0234030373358124E-5
New Minimum: 5.744672480970621 > 5.739224907010794
END: th(4488.405604233095)=5.739224907010794; dx=-2.5284017945588204E-6 evalInputDelta=0.005447573959827423
Fitness changed from 5.744672480970621 to 5.739224907010794
Iteration 19 complete. Error: 5.739224907010794 Total: 92.5155; Orientation: 0.7928; Line Search: 61.1086
Adding measurement 7846913f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.756e+02, gradient 1.987e-03, dot -0.420; [51df5979-3325-4197-8fbd-d0a8f83a8d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.909230437129736, 5.747164968401194, 5.744672480970621, 5.739224907010794
LBFGS Accumulation History: 3 points
Removed measurement 1468e880 to history. Total: 4
th(0)=5.739224907010794;dx=-3.94779601973658E-6
New Minimum: 5.739224907010794 > 5.727726895362139
END: th(9669.976736693297)=5.727726895362139; dx=-3.276075275874188E-6 evalInputDelta=0.011498011648654938
Fitness changed from 5.739224907010794 to 5.727726895362139
Iteration 20 complete. Error: 5.727726895362139 Total: 91.6433; Orientation: 0.7885; Line Search: 60.7580
Iteration 20
Final threshold in iteration 21: 5.727726895362139 (> -Infinity) after 2483.748s (< 3600.000s)