Reset training subject: 949773579876400
Reset training subject: 949799920064700
Adding measurement 4c9e8c6d to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=4.278837449848652;dx=-1.4697309614100686E-4
New Minimum: 4.278837449848652 > 4.278631381690502
WOLFE (weak): th(2.154434690031884)=4.278631381690502; dx=-1.3553040830030397E-4 evalInputDelta=2.0606815814971924E-4
New Minimum: 4.278631381690502 > 4.278438664972782
END: th(4.308869380063768)=4.278438664972782; dx=-1.2420544048180225E-4 evalInputDelta=3.98784875869751E-4
Fitness changed from 4.278837449848652 to 4.278438664972782
Iteration 1 complete. Error: 4.278438664972782 Total: 154.3182; Orientation: 0.0035; Line Search: 76.4948
Iteration 1
Adding measurement 3df9827f to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.278438664972782;dx=-1.1235143415500171E-4
New Minimum: 4.278438664972782 > 4.277716066688299
END: th(9.283177667225559)=4.277716066688299; dx=-1.0072716832991344E-4 evalInputDelta=7.225982844829559E-4
Fitness changed from 4.278438664972782 to 4.277716066688299
Iteration 2 complete. Error: 4.277716066688299 Total: 76.6664; Orientation: 0.0038; Line Search: 51.0242
Iteration 2
Adding measurement 465f3675 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.277716066688299;dx=-1.0012322837048423E-4
New Minimum: 4.277716066688299 > 4.276183478534222
WOLFE (weak): th(20.000000000000004)=4.276183478534222; dx=-1.008319351872617E-4 evalInputDelta=0.00153258815407753
New Minimum: 4.276183478534222 > 4.273668520152569
WOLFE (weak): th(40.00000000000001)=4.273668520152569; dx=-1.810481844382808E-4 evalInputDelta=0.004047546535730362
New Minimum: 4.273668520152569 > 4.266615800559521
WOLFE (weak): th(120.00000000000003)=4.266615800559521; dx=-1.015012456972893E-4 evalInputDelta=0.011100266128778458
New Minimum: 4.266615800559521 > 4.232327528297901
WOLFE (weak): th(480.0000000000001)=4.232327528297901; dx=-9.018302310001581E-5 evalInputDelta=0.045388538390398026
New Minimum: 4.232327528297901 > 4.09004957228899
END: th(2400.0000000000005)=4.09004957228899; dx=-6.749478137048814E-5 evalInputDelta=0.18766649439930916
Fitness changed from 4.277716066688299 to 4.09004957228899
Iteration 3 complete. Error: 4.09004957228899 Total: 177.5429; Orientation: 0.0038; Line Search: 152.0527
Iteration 3
Adding measurement 79a4d10a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.161e+02, gradient 1.067e-02, dot -0.785; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.278837449848652, 4.278438664972782, 4.277716066688299, 4.09004957228899
LBFGS Accumulation History: 3 points
Removed measurement 4c9e8c6d to history. Total: 4
th(0)=4.09004957228899;dx=-1.1392911715187324E-4
New Minimum: 4.09004957228899 > 3.892800457775593
END: th(5170.643256076522)=3.892800457775593; dx=-2.2978826570184767E-5 evalInputDelta=0.19724911451339722
Fitness changed from 4.09004957228899 to 3.892800457775593
Iteration 4 complete. Error: 3.892800457775593 Total: 75.7268; Orientation: 0.1119; Line Search: 50.6015
Iteration 4
Adding measurement 1186445 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.319e+01, gradient 4.213e-03, dot -0.928; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.278438664972782, 4.277716066688299, 4.09004957228899, 3.892800457775593
LBFGS Accumulation History: 3 points
Removed measurement 3df9827f to history. Total: 4
th(0)=3.892800457775593;dx=-1.7749520038996883E-5
New Minimum: 3.892800457775593 > 3.7429074943065643
END: th(11139.813200670673)=3.7429074943065643; dx=-9.716384137680039E-6 evalInputDelta=0.14989296346902847
Fitness changed from 3.892800457775593 to 3.7429074943065643
Iteration 5 complete. Error: 3.7429074943065643 Total: 76.2955; Orientation: 0.1060; Line Search: 50.9234
Iteration 5
Adding measurement 7aa60e28 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.626e+02, gradient 5.159e-03, dot -0.657; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.277716066688299, 4.09004957228899, 3.892800457775593, 3.7429074943065643
LBFGS Accumulation History: 3 points
Removed measurement 465f3675 to history. Total: 4
th(0)=3.7429074943065643;dx=-2.6618187539037517E-5
New Minimum: 3.7429074943065643 > 3.564826298505068
END: th(24000.000000000007)=3.564826298505068; dx=-2.263519460605361E-6 evalInputDelta=0.1780811958014965
Fitness changed from 3.7429074943065643 to 3.564826298505068
Iteration 6 complete. Error: 3.564826298505068 Total: 75.7808; Orientation: 0.1168; Line Search: 50.3354
Adding measurement 4bb27d06 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.526e+02, gradient 4.996e-03, dot -0.637; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.09004957228899, 3.892800457775593, 3.7429074943065643, 3.564826298505068
LBFGS Accumulation History: 3 points
Removed measurement 79a4d10a to history. Total: 4
th(0)=3.564826298505068;dx=-2.495602291297958E-5
New Minimum: 3.564826298505068 > 3.522289916872978
WOLF (strong): th(51706.43256076523)=3.522289916872978; dx=2.063700132516588E-6 evalInputDelta=0.042536381632089615
New Minimum: 3.522289916872978 > 3.430985104292631
WOLF (strong): th(25853.216280382614)=3.430985104292631; dx=2.74184078899791E-6 evalInputDelta=0.13384119421243668
END: th(8617.738760127539)=3.4311727955937386; dx=-7.68441336724321E-6 evalInputDelta=0.13365350291132927
Fitness changed from 3.564826298505068 to 3.430985104292631
Iteration 7 complete. Error: 3.430985104292631 Total: 126.4380; Orientation: 0.1072; Line Search: 101.0828
Adding measurement 713c8f8e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.859e+01, gradient 6.108e-03, dot -0.651; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.892800457775593, 3.7429074943065643, 3.564826298505068, 3.430985104292631
LBFGS Accumulation History: 3 points
Removed measurement 1186445 to history. Total: 4
th(0)=3.430985104292631;dx=-3.7311381629124585E-5
New Minimum: 3.430985104292631 > 3.288320094347
END: th(18566.355334451124)=3.288320094347; dx=-8.482855522584636E-6 evalInputDelta=0.14266500994563103
Fitness changed from 3.430985104292631 to 3.288320094347
Iteration 8 complete. Error: 3.288320094347 Total: 75.8673; Orientation: 0.1118; Line Search: 50.4380
Adding measurement 295e16ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.125e+02, gradient 1.675e-02, dot -0.292; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7429074943065643, 3.564826298505068, 3.430985104292631, 3.288320094347
LBFGS Accumulation History: 3 points
Removed measurement 7aa60e28 to history. Total: 4
th(0)=3.288320094347;dx=-2.8051247088542295E-4
Armijo: th(40000.00000000002)=3.3525711596012115; dx=4.3382604717737035E-6 evalInputDelta=-0.06425106525421143
Armijo: th(20000.00000000001)=3.303824707865715; dx=1.5104703116902763E-6 evalInputDelta=-0.015504613518714905
New Minimum: 3.288320094347 > 3.2637014612555504
END: th(6666.666666666671)=3.2637014612555504; dx=-1.1010564943694977E-6 evalInputDelta=0.024618633091449738
Fitness changed from 3.288320094347 to 3.2637014612555504
Iteration 9 complete. Error: 3.2637014612555504 Total: 126.9332; Orientation: 0.1094; Line Search: 101.3838
Adding measurement 4ea8a41f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.011e+01, gradient 1.363e-02, dot -0.655; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.564826298505068, 3.430985104292631, 3.288320094347, 3.2637014612555504
LBFGS Accumulation History: 3 points
Removed measurement 4bb27d06 to history. Total: 4
th(0)=3.2637014612555504;dx=-1.8578798394743669E-4
New Minimum: 3.2637014612555504 > 3.2130782790482044
WOLF (strong): th(14362.8979335459)=3.2130782790482044; dx=2.1452183718359892E-5 evalInputDelta=0.05062318220734596
New Minimum: 3.2130782790482044 > 3.196915715932846
END: th(7181.44896677295)=3.196915715932846; dx=-1.2004944523241582E-5 evalInputDelta=0.06678574532270432
Fitness changed from 3.2637014612555504 to 3.196915715932846
Iteration 10 complete. Error: 3.196915715932846 Total: 101.7866; Orientation: 0.1102; Line Search: 75.3841
Iteration 10
Adding measurement 5a553b5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.023e+01, gradient 8.688e-03, dot -0.763; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.430985104292631, 3.288320094347, 3.2637014612555504, 3.196915715932846
LBFGS Accumulation History: 3 points
Removed measurement 713c8f8e to history. Total: 4
th(0)=3.196915715932846;dx=-7.548745781012448E-5
New Minimum: 3.196915715932846 > 3.1422639191150665
END: th(15471.962778709274)=3.1422639191150665; dx=-4.9146243562933014E-6 evalInputDelta=0.05465179681777954
Fitness changed from 3.196915715932846 to 3.1422639191150665
Iteration 11 complete. Error: 3.1422639191150665 Total: 76.4565; Orientation: 0.1074; Line Search: 51.0663
Adding measurement 8248e4b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.304e+02, gradient 1.288e-02, dot -0.538; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.288320094347, 3.2637014612555504, 3.196915715932846, 3.1422639191150665
LBFGS Accumulation History: 3 points
Removed measurement 295e16ae to history. Total: 4
th(0)=3.1422639191150665;dx=-1.6598426365678552E-4
New Minimum: 3.1422639191150665 > 3.03499523922801
WOLF (strong): th(33333.33333333336)=3.03499523922801; dx=8.838464325542123E-6 evalInputDelta=0.10726867988705635
New Minimum: 3.03499523922801 > 3.021186452358961
WOLF (strong): th(16666.66666666668)=3.021186452358961; dx=2.40754785348378E-6 evalInputDelta=0.12107746675610542
WOLF (strong): th(5555.555555555559)=3.0368984565138817; dx=3.1051039839807793E-6 evalInputDelta=0.10536546260118484
END: th(1388.8888888888898)=3.1039912067353725; dx=-1.853957911152916E-5 evalInputDelta=0.038272712379693985
Fitness changed from 3.1422639191150665 to 3.021186452358961
Iteration 12 complete. Error: 3.021186452358961 Total: 152.5897; Orientation: 0.1068; Line Search: 127.3581
Adding measurement 6f910dc0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.744e+01, gradient 4.349e-03, dot -0.937; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2637014612555504, 3.196915715932846, 3.1422639191150665, 3.021186452358961
LBFGS Accumulation History: 3 points
Removed measurement 4ea8a41f to history. Total: 4
th(0)=3.021186452358961;dx=-1.891214333041955E-5
New Minimum: 3.021186452358961 > 2.993732236325741
WOLFE (weak): th(2992.270402822063)=2.993732236325741; dx=-1.7320050140756524E-5 evalInputDelta=0.02745421603322029
New Minimum: 2.993732236325741 > 2.9685465544462204
END: th(5984.540805644126)=2.9685465544462204; dx=-1.4553165354365733E-5 evalInputDelta=0.05263989791274071
Fitness changed from 3.021186452358961 to 2.9685465544462204
Iteration 13 complete. Error: 2.9685465544462204 Total: 101.1197; Orientation: 0.1067; Line Search: 75.7790
Adding measurement 7499d0a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.054e+02, gradient 4.343e-03, dot -0.875; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.196915715932846, 3.1422639191150665, 3.021186452358961, 2.9685465544462204
LBFGS Accumulation History: 3 points
Removed measurement 5a553b5c to history. Total: 4
th(0)=2.9685465544462204;dx=-1.8860710005443973E-5
New Minimum: 2.9685465544462204 > 2.95163394510746
WOLF (strong): th(12893.302315591061)=2.95163394510746; dx=1.764362481953382E-7 evalInputDelta=0.016912609338760376
New Minimum: 2.95163394510746 > 2.945870742201805
END: th(6446.651157795531)=2.945870742201805; dx=-7.78156739568533E-6 evalInputDelta=0.022675812244415283
Fitness changed from 2.9685465544462204 to 2.945870742201805
Iteration 14 complete. Error: 2.945870742201805 Total: 102.0214; Orientation: 0.2122; Line Search: 76.4051
Adding measurement 40dc9a44 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.347e+01, gradient 3.055e-03, dot -0.899; [684c3640-6902-4b03-b960-9b25d152e387 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1422639191150665, 3.021186452358961, 2.9685465544462204, 2.945870742201805
LBFGS Accumulation History: 3 points
Removed measurement 8248e4b to history. Total: 4
th(0)=2.945870742201805;dx=-9.333289233873365E-6
New Minimum: 2.945870742201805 > 2.871911082416773
END: th(13888.8888888889)=2.871911082416773; dx=-5.11523173204471E-6 evalInputDelta=0.07395965978503227
Fitness changed from 2.945870742201805 to 2.871911082416773
Iteration 15 complete. Error: 2.871911082416773 Total: 76.1261; Orientation: 0.1079; Line Search: 50.8534
Iteration 15
Final threshold in iteration 16: 2.871911082416773 (> -Infinity) after 1575.678s (< 1800.000s)