Reset training subject: 58818822206300
Reset training subject: 58859413023200
Adding measurement 3370cd2a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.351744182407856;dx=-1.195971004886751E-6
New Minimum: 4.351744182407856 > 4.351742710918188
WOLFE (weak): th(2.154434690031884)=4.351742710918188; dx=-1.1951794416786833E-6 evalInputDelta=1.471489667892456E-6
New Minimum: 4.351742710918188 > 4.35174123942852
WOLFE (weak): th(4.308869380063768)=4.35174123942852; dx=-1.1951795486420723E-6 evalInputDelta=2.942979335784912E-6
New Minimum: 4.35174123942852 > 4.351735129952431
WOLFE (weak): th(12.926608140191302)=4.351735129952431; dx=-1.1937878319714288E-6 evalInputDelta=9.052455425262451E-6
New Minimum: 4.351735129952431 > 4.351707708090544
WOLFE (weak): th(51.70643256076521)=4.351707708090544; dx=-1.1951389949256808E-6 evalInputDelta=3.64743173122406E-5
New Minimum: 4.351707708090544 > 4.351561617106199
WOLFE (weak): th(258.53216280382605)=4.351561617106199; dx=-1.1951225899505318E-6 evalInputDelta=1.8256530165672302E-4
New Minimum: 4.351561617106199 > 4.350647531449795
WOLFE (weak): th(1551.1929768229563)=4.350647531449795; dx=-1.1948191323810707E-6 evalInputDelta=0.0010966509580612183
New Minimum: 4.350647531449795 > 4.344075184315443
WOLFE (weak): th(10858.350837760694)=4.344075184315443; dx=-1.1924914897361614E-6 evalInputDelta=0.007668998092412949
New Minimum: 4.344075184315443 > 4.2908699586987495
WOLFE (weak): th(86866.80670208555)=4.2908699586987495; dx=-1.1736172460592815E-6 evalInputDelta=0.060874223709106445
New Minimum: 4.2908699586987495 > 3.844512242823839
END: th(781801.26031877)=3.844512242823839; dx=-9.94641947880487E-7 evalInputDelta=0.5072319395840168
Fitness changed from 4.351744182407856 to 3.844512242823839
Iteration 1 complete. Error: 3.844512242823839 Total: 509.2685; Orientation: 0.0199; Line Search: 391.0186
Adding measurement 2dd3e944 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=3.844512242823839;dx=-8.928359195228894E-7
New Minimum: 3.844512242823839 > 3.0944941379129887
END: th(1684339.7559414052)=3.0944941379129887; dx=-6.183927475008803E-7 evalInputDelta=0.7500181049108505
Fitness changed from 3.844512242823839 to 3.0944941379129887
Iteration 2 complete. Error: 3.0944941379129887 Total: 120.2448; Orientation: 0.0195; Line Search: 79.3377
Adding measurement 5d8e0079 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.0944941379129887;dx=-5.704768298227371E-7
New Minimum: 3.0944941379129887 > 2.216970857232809
END: th(3628800.0)=2.216970857232809; dx=-2.8965604489893167E-7 evalInputDelta=0.8775232806801796
Fitness changed from 3.0944941379129887 to 2.216970857232809
Iteration 3 complete. Error: 2.216970857232809 Total: 116.5489; Orientation: 0.0198; Line Search: 77.1755
Adding measurement 5bdb7469 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.786e+03, gradient 6.550e-04, dot -0.767; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.216970857232809, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 5bdb7469 to history. Total: 3
th(0)=2.216970857232809;dx=-4.270182415277822E-7
New Minimum: 2.216970857232809 > 1.5313202291727066
END: th(7818012.6031877)=1.5313202291727066; dx=-7.02755018896718E-8 evalInputDelta=0.6856506280601025
Fitness changed from 2.216970857232809 to 1.5313202291727066
Iteration 4 complete. Error: 1.5313202291727066 Total: 116.7797; Orientation: 0.3251; Line Search: 75.7565
Adding measurement 7d4381a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.977e+03, gradient 6.557e-04, dot -0.584; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5313202291727066, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 7d4381a5 to history. Total: 3
th(0)=1.5313202291727066;dx=-4.299776957880035E-7
Armijo: th(1.684339755941405E7)=1.6176401861011982; dx=7.35081840509393E-8 evalInputDelta=-0.08631995692849159
New Minimum: 1.5313202291727066 > 1.185242049396038
WOLF (strong): th(8421698.779707026)=1.185242049396038; dx=7.555604952690869E-8 evalInputDelta=0.34607817977666855
New Minimum: 1.185242049396038 > 1.0666614770889282
END: th(2807232.9265690087)=1.0666614770889282; dx=-1.0768645614313474E-7 evalInputDelta=0.4646587520837784
Fitness changed from 1.5313202291727066 to 1.0666614770889282
Iteration 5 complete. Error: 1.0666614770889282 Total: 199.1956; Orientation: 0.3216; Line Search: 158.2248
Adding measurement 6b395cf3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.063e+03, gradient 5.509e-04, dot -0.629; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0666614770889282, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 6b395cf3 to history. Total: 3
th(0)=1.0666614770889282;dx=-3.0352358123123886E-7
New Minimum: 1.0666614770889282 > 0.756324015557766
WOLF (strong): th(6048000.0)=0.756324015557766; dx=2.7179022303109266E-8 evalInputDelta=0.31033746153116226
END: th(3024000.0)=0.756530087441206; dx=-5.396292662837301E-8 evalInputDelta=0.31013138964772224
Fitness changed from 1.0666614770889282 to 0.756324015557766
Iteration 6 complete. Error: 0.756324015557766 Total: 155.9582; Orientation: 0.3339; Line Search: 117.0925
Adding measurement 36902db9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.973e+03, gradient 6.332e-04, dot -0.512; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.756324015557766, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 36902db9 to history. Total: 3
th(0)=0.756324015557766;dx=-4.007855548302028E-7
New Minimum: 0.756324015557766 > 0.5266840681433678
WOLF (strong): th(6515010.502656417)=0.5266840681433678; dx=1.585767714741218E-7 evalInputDelta=0.2296399474143982
New Minimum: 0.5266840681433678 > 0.32423989102244377
END: th(3257505.2513282085)=0.32423989102244377; dx=-1.8267119257661598E-8 evalInputDelta=0.4320841245353222
Fitness changed from 0.756324015557766 to 0.32423989102244377
Iteration 7 complete. Error: 0.32423989102244377 Total: 156.5577; Orientation: 0.3114; Line Search: 117.8334
Adding measurement 65ef13b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.730e+03, gradient 5.023e-04, dot -0.577; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.32423989102244377, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 65ef13b9 to history. Total: 3
th(0)=0.32423989102244377;dx=-2.5176786405394707E-7
New Minimum: 0.32423989102244377 > 0.2975967489182949
WOLF (strong): th(7018082.316422523)=0.2975967489182949; dx=1.113808175452661E-7 evalInputDelta=0.026643142104148865
New Minimum: 0.2975967489182949 > 0.10630748048424721
WOLF (strong): th(3509041.1582112615)=0.10630748048424721; dx=2.944328574763997E-8 evalInputDelta=0.21793241053819656
END: th(1169680.3860704205)=0.17887385562062263; dx=-1.607027299429186E-7 evalInputDelta=0.14536603540182114
Fitness changed from 0.32423989102244377 to 0.10630748048424721
Iteration 8 complete. Error: 0.10630748048424721 Total: 192.3400; Orientation: 0.3100; Line Search: 155.1801
Adding measurement 744716dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.861e+03, gradient 4.967e-04, dot -0.553; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.10630748048424721, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 744716dc to history. Total: 3
th(0)=0.10630748048424721;dx=-2.463975575476136E-7
New Minimum: 0.10630748048424721 > -0.07691284641623497
WOLF (strong): th(2520000.0000000005)=-0.07691284641623497; dx=1.4867476648872092E-8 evalInputDelta=0.18322032690048218
END: th(1260000.0000000002)=-0.03844814375042915; dx=-1.3024041589077373E-7 evalInputDelta=0.14475562423467636
Fitness changed from 0.10630748048424721 to -0.07691284641623497
Iteration 9 complete. Error: -0.07691284641623497 Total: 155.3673; Orientation: 0.3292; Line Search: 116.2258
Adding measurement 43053d38 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.997e+03, gradient 4.069e-04, dot -0.619; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07691284641623497, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 43053d38 to history. Total: 3
th(0)=-0.07691284641623497;dx=-1.6558080795760015E-7
New Minimum: -0.07691284641623497 > -0.1896204613149166
WOLF (strong): th(2714587.709440174)=-0.1896204613149166; dx=1.4026388111482017E-8 evalInputDelta=0.11270761489868164
END: th(1357293.854720087)=-0.17340340092778206; dx=-6.922306085776883E-8 evalInputDelta=0.09649055451154709
Fitness changed from -0.07691284641623497 to -0.1896204613149166
Iteration 10 complete. Error: -0.1896204613149166 Total: 154.5094; Orientation: 0.3174; Line Search: 116.0665
Adding measurement 79fbb099 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.039e+03, gradient 4.252e-04, dot -0.579; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1896204613149166, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 79fbb099 to history. Total: 3
th(0)=-0.1896204613149166;dx=-1.806500166674917E-7
New Minimum: -0.1896204613149166 > -0.27804260328412056
WOLF (strong): th(2924200.9651760515)=-0.27804260328412056; dx=5.693637961592362E-8 evalInputDelta=0.08842214196920395
New Minimum: -0.27804260328412056 > -0.2936590425670147
END: th(1462100.4825880257)=-0.2936590425670147; dx=-4.6788599707670746E-8 evalInputDelta=0.10403858125209808
Fitness changed from -0.1896204613149166 to -0.2936590425670147
Iteration 11 complete. Error: -0.2936590425670147 Total: 160.8582; Orientation: 0.3096; Line Search: 120.5601
Adding measurement 39f12d65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.872e+03, gradient 2.879e-04, dot -0.753; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2936590425670147, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 39f12d65 to history. Total: 3
th(0)=-0.2936590425670147;dx=-8.26853225293691E-8
New Minimum: -0.2936590425670147 > -0.4001736044883728
END: th(3150000.000000001)=-0.4001736044883728; dx=-3.898215372299308E-8 evalInputDelta=0.10651456192135811
Fitness changed from -0.2936590425670147 to -0.4001736044883728
Iteration 12 complete. Error: -0.4001736044883728 Total: 117.2609; Orientation: 0.3186; Line Search: 78.1725
Adding measurement cedb7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.940e+03, gradient 3.421e-04, dot -0.637; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4001736044883728, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement cedb7a to history. Total: 3
th(0)=-0.4001736044883728;dx=-1.168735411064785E-7
Armijo: th(6786469.273600436)=-0.38465040549635887; dx=3.148049568598875E-8 evalInputDelta=-0.015523198992013931
New Minimum: -0.4001736044883728 > -0.45475994795560837
WOLF (strong): th(3393234.636800218)=-0.45475994795560837; dx=2.395810998494757E-8 evalInputDelta=0.054586343467235565
New Minimum: -0.45475994795560837 > -0.457485917955637
END: th(1131078.2122667392)=-0.457485917955637; dx=-4.890706415853857E-8 evalInputDelta=0.057312313467264175
Fitness changed from -0.4001736044883728 to -0.457485917955637
Iteration 13 complete. Error: -0.457485917955637 Total: 190.1484; Orientation: 0.3139; Line Search: 152.7339
Adding measurement 215d6a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.813e+03, gradient 2.607e-04, dot -0.771; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.457485917955637, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 215d6a0 to history. Total: 3
th(0)=-0.457485917955637;dx=-6.793888206529469E-8
New Minimum: -0.457485917955637 > -0.5311736948788166
END: th(2436834.1376467096)=-0.5311736948788166; dx=-4.0731585148696264E-8 evalInputDelta=0.07368777692317963
Fitness changed from -0.457485917955637 to -0.5311736948788166
Iteration 14 complete. Error: -0.5311736948788166 Total: 116.3597; Orientation: 0.3197; Line Search: 76.9826
Adding measurement 17571354 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.851e+03, gradient 2.936e-04, dot -0.683; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5311736948788166, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 17571354 to history. Total: 3
th(0)=-0.5311736948788166;dx=-8.591497138160781E-8
New Minimum: -0.5311736948788166 > -0.5842387415468693
WOLF (strong): th(5250000.000000002)=-0.5842387415468693; dx=3.606741744995487E-9 evalInputDelta=0.05306504666805267
New Minimum: -0.5842387415468693 > -0.5882408022880554
END: th(2625000.000000001)=-0.5882408022880554; dx=-6.385125879889401E-9 evalInputDelta=0.057067107409238815
Fitness changed from -0.5311736948788166 to -0.5882408022880554
Iteration 15 complete. Error: -0.5882408022880554 Total: 156.7550; Orientation: 0.3101; Line Search: 117.9571
Adding measurement 6ed9f526 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.870e+03, gradient 3.521e-04, dot -0.580; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5882408022880554, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 6ed9f526 to history. Total: 3
th(0)=-0.5882408022880554;dx=-1.2377442427551018E-7
Armijo: th(5655391.061333697)=-0.5410674586892128; dx=5.125381716024998E-8 evalInputDelta=-0.04717334359884262
New Minimum: -0.5882408022880554 > -0.6360416933894157
WOLF (strong): th(2827695.5306668486)=-0.6360416933894157; dx=4.3916018489665234E-8 evalInputDelta=0.04780089110136032
New Minimum: -0.6360416933894157 > -0.6426669918000698
END: th(942565.1768889496)=-0.6426669918000698; dx=-6.537252488664903E-8 evalInputDelta=0.05442618951201439
Fitness changed from -0.5882408022880554 to -0.6426669918000698
Iteration 16 complete. Error: -0.6426669918000698 Total: 198.2754; Orientation: 0.3258; Line Search: 156.9155
Adding measurement 1e6f22b5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.683e+03, gradient 2.497e-04, dot -0.738; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6426669918000698, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 1e6f22b5 to history. Total: 3
th(0)=-0.6426669918000698;dx=-6.171390072059533E-8
New Minimum: -0.6426669918000698 > -0.694454662501812
END: th(2030695.114705592)=-0.694454662501812; dx=-2.9154293308833965E-8 evalInputDelta=0.05178767070174217
Fitness changed from -0.6426669918000698 to -0.694454662501812
Iteration 17 complete. Error: -0.694454662501812 Total: 120.6096; Orientation: 0.3112; Line Search: 79.9261
Adding measurement 703e583d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.694e+03, gradient 2.706e-04, dot -0.677; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.694454662501812, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 703e583d to history. Total: 3
th(0)=-0.694454662501812;dx=-7.311656341949302E-8
New Minimum: -0.694454662501812 > -0.7418047711253166
END: th(4375000.000000003)=-0.7418047711253166; dx=-8.139890528494061E-10 evalInputDelta=0.04735010862350464
Fitness changed from -0.694454662501812 to -0.7418047711253166
Iteration 18 complete. Error: -0.7418047711253166 Total: 114.0284; Orientation: 0.3077; Line Search: 77.3384
Adding measurement 21c7ec8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.723e+03, gradient 3.714e-04, dot -0.516; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7418047711253166, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 21c7ec8c to history. Total: 3
th(0)=-0.7418047711253166;dx=-1.377345815986491E-7
Armijo: th(9425651.768889498)=-0.4647190570831299; dx=7.177352649485034E-8 evalInputDelta=-0.27708571404218674
Armijo: th(4712825.884444749)=-0.7264965213835239; dx=8.815758245453014E-8 evalInputDelta=-0.015308249741792679
New Minimum: -0.7418047711253166 > -0.8236242234706879
END: th(1570941.961481583)=-0.8236242234706879; dx=-2.8339416314111607E-8 evalInputDelta=0.08181945234537125
Fitness changed from -0.7418047711253166 to -0.8236242234706879
Iteration 19 complete. Error: -0.8236242234706879 Total: 196.2343; Orientation: 0.3081; Line Search: 157.0149
Adding measurement 3d797f9f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.542e+03, gradient 2.873e-04, dot -0.601; [eea3614b-a000-4f70-9a25-3252fed3711c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8236242234706879, 3.0944941379129887, 3.844512242823839, 4.351744182407856
LBFGS Accumulation History: 3 points
Removed measurement 3d797f9f to history. Total: 3
th(0)=-0.8236242234706879;dx=-8.241397478975581E-8
New Minimum: -0.8236242234706879 > -0.8640416488051414
WOLF (strong): th(3384491.857842654)=-0.8640416488051414; dx=2.758106620766924E-8 evalInputDelta=0.04041742533445358
New Minimum: -0.8640416488051414 > -0.874256681650877
END: th(1692245.928921327)=-0.874256681650877; dx=-1.8801138445222654E-8 evalInputDelta=0.05063245818018913
Fitness changed from -0.8236242234706879 to -0.874256681650877
Iteration 20 complete. Error: -0.874256681650877 Total: 154.1176; Orientation: 0.3101; Line Search: 116.3285
Final threshold in iteration 21: -0.874256681650877 (> -Infinity) after 3401.418s (< 5400.000s)
