Reset training subject: 1055007821679099
Reset training subject: 1055060978333000
Adding measurement 3a62755a to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.5683215335011482;dx=-6.898395595379401E-8
New Minimum: -0.5683215335011482 > -0.5683216527104378
WOLFE (weak): th(2.154434690031884)=-0.5683216527104378; dx=-6.868942222570603E-8 evalInputDelta=1.1920928955078125E-7
New Minimum: -0.5683216527104378 > -0.5683217495679855
WOLFE (weak): th(4.308869380063768)=-0.5683217495679855; dx=-6.868290086155453E-8 evalInputDelta=2.1606683731079102E-7
New Minimum: -0.5683217495679855 > -0.5683225318789482
WOLFE (weak): th(12.926608140191302)=-0.5683225318789482; dx=-6.869875965114347E-8 evalInputDelta=9.98377799987793E-7
New Minimum: -0.5683225318789482 > -0.5683254823088646
WOLFE (weak): th(51.70643256076521)=-0.5683254823088646; dx=-6.869517941212851E-8 evalInputDelta=3.948807716369629E-6
New Minimum: -0.5683254823088646 > -0.5683406814932823
WOLFE (weak): th(258.53216280382605)=-0.5683406814932823; dx=-6.869536440283367E-8 evalInputDelta=1.9147992134094238E-5
New Minimum: -0.5683406814932823 > -0.568435937166214
WOLFE (weak): th(1551.1929768229563)=-0.568435937166214; dx=-6.868323108580613E-8 evalInputDelta=1.1440366506576538E-4
New Minimum: -0.568435937166214 > -0.5691213086247444
WOLFE (weak): th(10858.350837760694)=-0.5691213086247444; dx=-6.865038024304426E-8 evalInputDelta=7.997751235961914E-4
New Minimum: -0.5691213086247444 > -0.5747068151831627
WOLFE (weak): th(86866.80670208555)=-0.5747068151831627; dx=-6.842490803412719E-8 evalInputDelta=0.006385281682014465
New Minimum: -0.5747068151831627 > -0.6247304603457451
WOLFE (weak): th(781801.26031877)=-0.6247304603457451; dx=-6.614717658159607E-8 evalInputDelta=0.05640892684459686
New Minimum: -0.6247304603457451 > -1.0178711712360382
END: th(7818012.6031877)=-1.0178711712360382; dx=-4.330336318489431E-8 evalInputDelta=0.44954963773489
Fitness changed from -0.5683215335011482 to -1.0178711712360382
Iteration 1 complete. Error: -1.0178711712360382 Total: 731.9314; Orientation: 0.0646; Line Search: 575.8978
Iteration 1
Adding measurement 1e132a28 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-1.0178711712360382;dx=-4.0067189764559356E-8
New Minimum: -1.0178711712360382 > -1.5072282925248146
END: th(1.684339755941405E7)=-1.5072282925248146; dx=-2.160575580266557E-8 evalInputDelta=0.4893571212887764
Fitness changed from -1.0178711712360382 to -1.5072282925248146
Iteration 2 complete. Error: -1.5072282925248146 Total: 156.1095; Orientation: 0.0638; Line Search: 104.6104
Iteration 2
Adding measurement 274ab484 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.5072282925248146;dx=-2.1659781141412666E-8
New Minimum: -1.5072282925248146 > -1.9121636375784874
END: th(3.6288E7)=-1.9121636375784874; dx=-7.770373338050215E-9 evalInputDelta=0.4049353450536728
Fitness changed from -1.5072282925248146 to -1.9121636375784874
Iteration 3 complete. Error: -1.9121636375784874 Total: 156.8450; Orientation: 0.0823; Line Search: 104.9521
Iteration 3
Adding measurement 707a9d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.238e+03, gradient 1.088e-04, dot -0.856; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5683215335011482, -1.0178711712360382, -1.5072282925248146, -1.9121636375784874
LBFGS Accumulation History: 3 points
Removed measurement 3a62755a to history. Total: 4
th(0)=-1.9121636375784874;dx=-1.183685408416837E-8
New Minimum: -1.9121636375784874 > -2.045432135462761
END: th(7.8180126031877E7)=-2.045432135462761; dx=-1.12261202362084E-9 evalInputDelta=0.13326849788427353
Fitness changed from -1.9121636375784874 to -2.045432135462761
Iteration 4 complete. Error: -2.045432135462761 Total: 158.1023; Orientation: 1.9324; Line Search: 103.5580
Iteration 4
Adding measurement 5bf6f749 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.526e+03, gradient 1.048e-04, dot -0.699; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0178711712360382, -1.5072282925248146, -1.9121636375784874, -2.045432135462761
LBFGS Accumulation History: 3 points
Removed measurement 1e132a28 to history. Total: 4
th(0)=-2.045432135462761;dx=-1.0977062380516212E-8
Armijo: th(1.6843397559414053E8)=-1.3424796760082245; dx=4.413135344020753E-9 evalInputDelta=-0.7029524594545364
New Minimum: -2.045432135462761 > -2.0790839791297913
WOLF (strong): th(8.421698779707026E7)=-2.0790839791297913; dx=1.7121058462299798E-10 evalInputDelta=0.033651843667030334
New Minimum: -2.0790839791297913 > -2.1829497665166855
END: th(2.807232926569009E7)=-2.1829497665166855; dx=-4.399239357462997E-9 evalInputDelta=0.13751763105392456
Fitness changed from -2.045432135462761 to -2.1829497665166855
Iteration 5 complete. Error: -2.1829497665166855 Total: 267.8378; Orientation: 1.9285; Line Search: 213.4020
Iteration 5
Adding measurement 4d906e9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.115e+03, gradient 7.550e-05, dot -0.887; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5072282925248146, -1.9121636375784874, -2.045432135462761, -2.1829497665166855
LBFGS Accumulation History: 3 points
Removed measurement 274ab484 to history. Total: 4
th(0)=-2.1829497665166855;dx=-5.696209145951327E-9
New Minimum: -2.1829497665166855 > -2.216624863445759
END: th(6.048000000000001E7)=-2.216624863445759; dx=-1.3805632298139952E-9 evalInputDelta=0.033675096929073334
Fitness changed from -2.1829497665166855 to -2.216624863445759
Iteration 6 complete. Error: -2.216624863445759 Total: 160.5448; Orientation: 2.0144; Line Search: 104.9652
Adding measurement 38ca216e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.088e+03, gradient 1.084e-04, dot -0.531; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9121636375784874, -2.045432135462761, -2.1829497665166855, -2.216624863445759
LBFGS Accumulation History: 3 points
Removed measurement 707a9d0 to history. Total: 4
th(0)=-2.216624863445759;dx=-1.1735224568866058E-8
Armijo: th(1.3030021005312835E8)=-1.230006992816925; dx=7.188607531144901E-9 evalInputDelta=-0.9866178706288338
Armijo: th(6.515010502656417E7)=-1.933481965214014; dx=5.049303607103543E-9 evalInputDelta=-0.28314289823174477
New Minimum: -2.216624863445759 > -2.268711231648922
WOLF (strong): th(2.1716701675521392E7)=-2.268711231648922; dx=1.288316616194096E-9 evalInputDelta=0.05208636820316315
New Minimum: -2.268711231648922 > -2.2698022313416004
END: th(5429175.418880348)=-2.2698022313416004; dx=-7.007422784711377E-9 evalInputDelta=0.0531773678958416
Fitness changed from -2.216624863445759 to -2.2698022313416004
Iteration 7 complete. Error: -2.2698022313416004 Total: 313.2264; Orientation: 1.9750; Line Search: 259.3853
Adding measurement 210ae3fc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.804e+03, gradient 7.152e-05, dot -0.696; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.045432135462761, -2.1829497665166855, -2.216624863445759, -2.2698022313416004
LBFGS Accumulation History: 3 points
Removed measurement 5bf6f749 to history. Total: 4
th(0)=-2.2698022313416004;dx=-5.111789883800281E-9
New Minimum: -2.2698022313416004 > -2.3014727868139744
END: th(1.1696803860704206E7)=-2.3014727868139744; dx=-2.91954412170409E-9 evalInputDelta=0.03167055547237396
Fitness changed from -2.2698022313416004 to -2.3014727868139744
Iteration 8 complete. Error: -2.3014727868139744 Total: 158.1058; Orientation: 1.9256; Line Search: 104.0788
Adding measurement 7209a87d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.214e+03, gradient 5.319e-05, dot -0.801; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1829497665166855, -2.216624863445759, -2.2698022313416004, -2.3014727868139744
LBFGS Accumulation History: 3 points
Removed measurement 4d906e9b to history. Total: 4
th(0)=-2.3014727868139744;dx=-2.827269022040309E-9
New Minimum: -2.3014727868139744 > -2.3281681574881077
END: th(2.5200000000000007E7)=-2.3281681574881077; dx=-2.1953802450045504E-9 evalInputDelta=0.0266953706741333
Fitness changed from -2.3014727868139744 to -2.3281681574881077
Iteration 9 complete. Error: -2.3281681574881077 Total: 155.4382; Orientation: 1.9130; Line Search: 101.8822
Adding measurement 3e169bff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.630e+03, gradient 4.783e-05, dot -0.959; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.216624863445759, -2.2698022313416004, -2.3014727868139744, -2.3281681574881077
LBFGS Accumulation History: 3 points
Removed measurement 38ca216e to history. Total: 4
th(0)=-2.3281681574881077;dx=-2.286267271122875E-9
New Minimum: -2.3281681574881077 > -2.3528820015490055
END: th(5.429175418880349E7)=-2.3528820015490055; dx=-1.2141351556611102E-9 evalInputDelta=0.024713844060897827
Fitness changed from -2.3281681574881077 to -2.3528820015490055
Iteration 10 complete. Error: -2.3528820015490055 Total: 155.7956; Orientation: 1.9006; Line Search: 102.1403
Iteration 10
Adding measurement 6d5ee3dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.944e+03, gradient 5.821e-05, dot -0.650; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.2698022313416004, -2.3014727868139744, -2.3281681574881077, -2.3528820015490055
LBFGS Accumulation History: 3 points
Removed measurement 210ae3fc to history. Total: 4
th(0)=-2.3528820015490055;dx=-3.38667836110543E-9
Armijo: th(1.1696803860704207E8)=-2.29306336119771; dx=3.7938451019402423E-10 evalInputDelta=-0.05981864035129547
Armijo: th(5.848401930352104E7)=-2.3364193476736546; dx=-1.0438685476877988E-9 evalInputDelta=-0.016462653875350952
New Minimum: -2.3528820015490055 > -2.368079423904419
END: th(1.949467310117368E7)=-2.368079423904419; dx=-3.894312261457872E-10 evalInputDelta=0.015197422355413437
Fitness changed from -2.3528820015490055 to -2.368079423904419
Iteration 11 complete. Error: -2.368079423904419 Total: 259.2872; Orientation: 2.0487; Line Search: 205.1448
Adding measurement 10f03ab4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.554e+03, gradient 5.437e-05, dot -0.641; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3014727868139744, -2.3281681574881077, -2.3528820015490055, -2.368079423904419
LBFGS Accumulation History: 3 points
Removed measurement 7209a87d to history. Total: 4
th(0)=-2.368079423904419;dx=-2.954166991304435E-9
Armijo: th(4.200000000000002E7)=-2.324120368808508; dx=1.442608498181944E-9 evalInputDelta=-0.043959055095911026
New Minimum: -2.368079423904419 > -2.376838818192482
END: th(2.100000000000001E7)=-2.376838818192482; dx=-1.2264282027142076E-10 evalInputDelta=0.00875939428806305
Fitness changed from -2.368079423904419 to -2.376838818192482
Iteration 12 complete. Error: -2.376838818192482 Total: 210.7184; Orientation: 2.2738; Line Search: 156.2847
Adding measurement 17d4ac58 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.608e+03, gradient 5.290e-05, dot -0.621; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3281681574881077, -2.3528820015490055, -2.368079423904419, -2.376838818192482
LBFGS Accumulation History: 3 points
Removed measurement 3e169bff to history. Total: 4
th(0)=-2.376838818192482;dx=-2.796955056739781E-9
Armijo: th(4.5243128490669586E7)=-2.350738376379013; dx=2.2881227124876437E-10 evalInputDelta=-0.026100441813468933
New Minimum: -2.376838818192482 > -2.3889106810092926
END: th(2.2621564245334793E7)=-2.3889106810092926; dx=-6.142586710563308E-11 evalInputDelta=0.012071862816810608
Fitness changed from -2.376838818192482 to -2.3889106810092926
Iteration 13 complete. Error: -2.3889106810092926 Total: 207.9649; Orientation: 1.9145; Line Search: 154.2052
Adding measurement 588729ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.106e+03, gradient 5.203e-05, dot -0.689; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.3528820015490055, -2.368079423904419, -2.376838818192482, -2.3889106810092926
LBFGS Accumulation History: 3 points
Removed measurement 6d5ee3dc to history. Total: 4
th(0)=-2.3889106810092926;dx=-2.7058920183132132E-9
Armijo: th(4.873668275293421E7)=-2.3241425938904285; dx=1.885134213227782E-9 evalInputDelta=-0.06476808711886406
New Minimum: -2.3889106810092926 > -2.394201822578907
WOLF (strong): th(2.4368341376467105E7)=-2.394201822578907; dx=2.777641343248194E-10 evalInputDelta=0.00529114156961441
New Minimum: -2.394201822578907 > -2.4014791399240494
END: th(8122780.458822369)=-2.4014791399240494; dx=-1.5114439675413911E-9 evalInputDelta=0.012568458914756775
Fitness changed from -2.3889106810092926 to -2.4014791399240494
Iteration 14 complete. Error: -2.4014791399240494 Total: 257.7414; Orientation: 1.9950; Line Search: 204.7517
Adding measurement 62990ea3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.094e+03, gradient 3.639e-05, dot -0.949; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.368079423904419, -2.376838818192482, -2.3889106810092926, -2.4014791399240494
LBFGS Accumulation History: 3 points
Removed measurement 10f03ab4 to history. Total: 4
th(0)=-2.4014791399240494;dx=-1.3227536329390267E-9
New Minimum: -2.4014791399240494 > -2.4094203487038612
END: th(1.750000000000001E7)=-2.4094203487038612; dx=-1.145413326139436E-9 evalInputDelta=0.007941208779811859
Fitness changed from -2.4014791399240494 to -2.4094203487038612
Iteration 15 complete. Error: -2.4094203487038612 Total: 159.5152; Orientation: 2.0340; Line Search: 105.5265
Iteration 15
Adding measurement 32c903fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.006e+03, gradient 3.468e-05, dot -0.962; [9ec609af-62d5-4d73-a894-8d1d84d58d26 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.376838818192482, -2.3889106810092926, -2.4014791399240494, -2.4094203487038612
LBFGS Accumulation History: 3 points
Removed measurement 17d4ac58 to history. Total: 4
th(0)=-2.4094203487038612;dx=-1.2012540239555312E-9
New Minimum: -2.4094203487038612 > -2.4219851419329643
END: th(3.770260707555799E7)=-2.4219851419329643; dx=-9.757765335158654E-10 evalInputDelta=0.012564793229103088
Fitness changed from -2.4094203487038612 to -2.4219851419329643
Iteration 16 complete. Error: -2.4219851419329643 Total: 157.4009; Orientation: 2.0201; Line Search: 101.8335
Final threshold in iteration 16: -2.4219851419329643 (> -Infinity) after 3666.565s (< 3600.000s)