Reset training subject: 4192469235349
Reset training subject: 4199406465267
Adding measurement 47e23108 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.26745130121707916;dx=-1.7059497423540465E-6
New Minimum: 0.26745130121707916 > 0.26744745671749115
WOLFE (weak): th(2.154434690031884)=0.26744745671749115; dx=-1.6466607853975382E-6 evalInputDelta=3.844499588012695E-6
New Minimum: 0.26744745671749115 > 0.2674437463283539
WOLFE (weak): th(4.308869380063768)=0.2674437463283539; dx=-1.6481332695530696E-6 evalInputDelta=7.554888725280762E-6
New Minimum: 0.2674437463283539 > 0.2674284726381302
WOLFE (weak): th(12.926608140191302)=0.2674284726381302; dx=-1.6480897758796965E-6 evalInputDelta=2.282857894897461E-5
New Minimum: 0.2674284726381302 > 0.2673599421977997
WOLFE (weak): th(51.70643256076521)=0.2673599421977997; dx=-1.6503311547603703E-6 evalInputDelta=9.135901927947998E-5
New Minimum: 0.2673599421977997 > 0.2669942229986191
WOLFE (weak): th(258.53216280382605)=0.2669942229986191; dx=-1.6509634316968711E-6 evalInputDelta=4.57078218460083E-4
New Minimum: 0.2669942229986191 > 0.26470857858657837
WOLFE (weak): th(1551.1929768229563)=0.26470857858657837; dx=-1.6490732382996512E-6 evalInputDelta=0.0027427226305007935
New Minimum: 0.26470857858657837 > 0.24829578399658203
WOLFE (weak): th(10858.350837760694)=0.24829578399658203; dx=-1.640378964566268E-6 evalInputDelta=0.01915551722049713
New Minimum: 0.24829578399658203 > 0.11742068827152252
WOLFE (weak): th(86866.80670208555)=0.11742068827152252; dx=-1.5627200841289924E-6 evalInputDelta=0.15003061294555664
New Minimum: 0.11742068827152252 > -0.749657541513443
END: th(781801.26031877)=-0.749657541513443; dx=-7.950294720350928E-7 evalInputDelta=1.0171088427305222
Fitness changed from 0.26745130121707916 to -0.749657541513443
Iteration 1 complete. Error: -0.749657541513443 Total: 166.5753; Orientation: 0.0091; Line Search: 132.5181
Adding measurement 51cde9d9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.749657541513443;dx=-9.263435167222366E-7
New Minimum: -0.749657541513443 > -1.787936881184578
END: th(1684339.7559414052)=-1.787936881184578; dx=-3.128473960391759E-7 evalInputDelta=1.038279339671135
Fitness changed from -0.749657541513443 to -1.787936881184578
Iteration 2 complete. Error: -1.787936881184578 Total: 39.6381; Orientation: 0.0095; Line Search: 26.4055
Adding measurement 4226e76b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.787936881184578;dx=-5.352373209208981E-7
New Minimum: -1.787936881184578 > -2.48041670024395
END: th(3628800.0)=-2.48041670024395; dx=-9.489185991603276E-9 evalInputDelta=0.692479819059372
Fitness changed from -1.787936881184578 to -2.48041670024395
Iteration 3 complete. Error: -2.48041670024395 Total: 39.6496; Orientation: 0.0087; Line Search: 26.4073
Adding measurement 94dbe7a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.896e+03, gradient 7.831e-04, dot -0.477; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.48041670024395, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 94dbe7a to history. Total: 3
th(0)=-2.48041670024395;dx=-6.122111775822649E-7
Armijo: th(7818012.6031877)=0.2521601691842079; dx=4.86075516569524E-7 evalInputDelta=-2.732576869428158
Armijo: th(3909006.30159385)=-1.7867128774523735; dx=4.6942966212983907E-7 evalInputDelta=-0.6937038227915764
New Minimum: -2.48041670024395 > -2.7635258212685585
WOLF (strong): th(1303002.1005312833)=-2.7635258212685585; dx=1.3362218504576793E-7 evalInputDelta=0.2831091210246086
END: th(325750.5251328208)=-2.6548295728862286; dx=-3.9647349204032053E-7 evalInputDelta=0.17441287264227867
Fitness changed from -2.48041670024395 to -2.7635258212685585
Iteration 4 complete. Error: -2.7635258212685585 Total: 79.5644; Orientation: 0.2351; Line Search: 66.0933
Adding measurement 23f60288 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.097e+03, gradient 5.834e-04, dot -0.507; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.7635258212685585, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 23f60288 to history. Total: 3
th(0)=-2.7635258212685585;dx=-3.3818332545357976E-7
New Minimum: -2.7635258212685585 > -2.904430218040943
END: th(701808.2316422522)=-2.904430218040943; dx=-5.768137828830752E-8 evalInputDelta=0.14090439677238464
Fitness changed from -2.7635258212685585 to -2.904430218040943
Iteration 5 complete. Error: -2.904430218040943 Total: 39.8945; Orientation: 0.2283; Line Search: 26.4310
Adding measurement 1b631397 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.727e+03, gradient 2.929e-04, dot -0.619; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.904430218040943, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 1b631397 to history. Total: 3
th(0)=-2.904430218040943;dx=-8.556715718327214E-8
New Minimum: -2.904430218040943 > -3.0186007246375084
END: th(1512000.0)=-3.0186007246375084; dx=-5.9086718573084904E-8 evalInputDelta=0.11417050659656525
Fitness changed from -2.904430218040943 to -3.0186007246375084
Iteration 6 complete. Error: -3.0186007246375084 Total: 40.5996; Orientation: 0.2358; Line Search: 27.1289
Adding measurement 55950402 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.491e+03, gradient 2.556e-04, dot -0.619; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0186007246375084, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 55950402 to history. Total: 3
th(0)=-3.0186007246375084;dx=-6.506116372318053E-8
New Minimum: -3.0186007246375084 > -3.1611535362899303
END: th(3257505.2513282085)=-3.1611535362899303; dx=-2.1890207799903762E-8 evalInputDelta=0.14255281165242195
Fitness changed from -3.0186007246375084 to -3.1611535362899303
Iteration 7 complete. Error: -3.1611535362899303 Total: 39.8900; Orientation: 0.2294; Line Search: 26.4171
Adding measurement 43090f86 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.757e+03, gradient 3.397e-04, dot -0.513; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.1611535362899303, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 43090f86 to history. Total: 3
th(0)=-3.1611535362899303;dx=-1.1506534850174788E-7
Armijo: th(7018082.316422523)=-2.188431952148676; dx=2.373019522543726E-7 evalInputDelta=-0.9727215841412544
Armijo: th(3509041.1582112615)=-2.9784909784793854; dx=1.6721992826786878E-7 evalInputDelta=-0.18266255781054497
New Minimum: -3.1611535362899303 > -3.2238651663064957
WOLF (strong): th(1169680.3860704205)=-3.2238651663064957; dx=9.537907402223064E-9 evalInputDelta=0.06271163001656532
END: th(292420.0965176051)=-3.191590268164873; dx=-8.182613690903179E-8 evalInputDelta=0.03043673187494278
Fitness changed from -3.1611535362899303 to -3.2238651663064957
Iteration 8 complete. Error: -3.2238651663064957 Total: 79.6099; Orientation: 0.2287; Line Search: 66.1246
Adding measurement 2883021b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.211e+03, gradient 2.511e-04, dot -0.540; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2238651663064957, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 2883021b to history. Total: 3
th(0)=-3.2238651663064957;dx=-6.244277673227362E-8
New Minimum: -3.2238651663064957 > -3.256195865571499
END: th(630000.0000000001)=-3.256195865571499; dx=-3.5104884440740033E-8 evalInputDelta=0.032330699265003204
Fitness changed from -3.2238651663064957 to -3.256195865571499
Iteration 9 complete. Error: -3.256195865571499 Total: 39.9464; Orientation: 0.2627; Line Search: 26.4393
Adding measurement 59dd9d35 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.365e+03, gradient 1.806e-04, dot -0.680; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.256195865571499, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 59dd9d35 to history. Total: 3
th(0)=-3.256195865571499;dx=-3.204575592195196E-8
New Minimum: -3.256195865571499 > -3.3002209030091763
END: th(1357293.854720087)=-3.3002209030091763; dx=-2.8740563642960312E-8 evalInputDelta=0.04402503743767738
Fitness changed from -3.256195865571499 to -3.3002209030091763
Iteration 10 complete. Error: -3.3002209030091763 Total: 39.9928; Orientation: 0.2255; Line Search: 26.5095
Adding measurement 2cc0898d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.388e+03, gradient 1.698e-04, dot -0.700; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3002209030091763, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 2cc0898d to history. Total: 3
th(0)=-3.3002209030091763;dx=-2.8443911624539747E-8
New Minimum: -3.3002209030091763 > -3.3801235295832157
END: th(2924200.9651760515)=-3.3801235295832157; dx=-2.3130669781171418E-8 evalInputDelta=0.07990262657403946
Fitness changed from -3.3002209030091763 to -3.3801235295832157
Iteration 11 complete. Error: -3.3801235295832157 Total: 40.6887; Orientation: 0.4394; Line Search: 26.4348
Adding measurement 763efdfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.289e+03, gradient 1.591e-04, dot -0.673; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3801235295832157, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 763efdfb to history. Total: 3
th(0)=-3.3801235295832157;dx=-2.529772570389869E-8
New Minimum: -3.3801235295832157 > -3.4774379394948483
END: th(6300000.000000002)=-3.4774379394948483; dx=-6.297539370664354E-9 evalInputDelta=0.09731440991163254
Fitness changed from -3.3801235295832157 to -3.4774379394948483
Iteration 12 complete. Error: -3.4774379394948483 Total: 39.9076; Orientation: 0.2299; Line Search: 26.4341
Adding measurement 7d73c6ec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.643e+03, gradient 3.190e-04, dot -0.428; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4774379394948483, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 7d73c6ec to history. Total: 3
th(0)=-3.4774379394948483;dx=-1.0158193822578602E-7
Armijo: th(1.3572938547200872E7)=-0.4637809917330742; dx=2.580322126035416E-7 evalInputDelta=-3.013656947761774
Armijo: th(6786469.273600436)=-2.3997333645820618; dx=2.709221586315486E-7 evalInputDelta=-1.0777045749127865
Armijo: th(2262156.4245334785)=-3.441573329269886; dx=1.1609889639721247E-7 evalInputDelta=-0.035864610224962234
New Minimum: -3.4774379394948483 > -3.519201260060072
END: th(565539.1061333696)=-3.519201260060072; dx=-3.881897616290669E-8 evalInputDelta=0.041763320565223694
Fitness changed from -3.4774379394948483 to -3.519201260060072
Iteration 13 complete. Error: -3.519201260060072 Total: 79.6108; Orientation: 0.2321; Line Search: 66.1257
Adding measurement f64bf4d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.350e+03, gradient 1.520e-04, dot -0.623; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.519201260060072, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement f64bf4d to history. Total: 3
th(0)=-3.519201260060072;dx=-2.303258602178899E-8
New Minimum: -3.519201260060072 > -3.54120484739542
END: th(1218417.0688233548)=-3.54120484739542; dx=-1.1409981542624427E-8 evalInputDelta=0.02200358733534813
Fitness changed from -3.519201260060072 to -3.54120484739542
Iteration 14 complete. Error: -3.54120484739542 Total: 39.8735; Orientation: 0.2249; Line Search: 26.4173
Adding measurement fc45b6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.187e+03, gradient 1.340e-04, dot -0.637; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.54120484739542, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement fc45b6d to history. Total: 3
th(0)=-3.54120484739542;dx=-1.7913931392153562E-8
New Minimum: -3.54120484739542 > -3.575793270021677
END: th(2625000.000000001)=-3.575793270021677; dx=-7.628393565936395E-9 evalInputDelta=0.03458842262625694
Fitness changed from -3.54120484739542 to -3.575793270021677
Iteration 15 complete. Error: -3.575793270021677 Total: 40.5369; Orientation: 0.2322; Line Search: 27.0523
Adding measurement 7c518779 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.423e+03, gradient 1.704e-04, dot -0.556; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.575793270021677, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 7c518779 to history. Total: 3
th(0)=-3.575793270021677;dx=-2.896450921133513E-8
Armijo: th(5655391.061333697)=-3.4312491975724697; dx=6.885269057492142E-8 evalInputDelta=-0.1445440724492073
New Minimum: -3.575793270021677 > -3.576956380158663
WOLF (strong): th(2827695.5306668486)=-3.576956380158663; dx=2.5979504741113256E-8 evalInputDelta=0.0011631101369857788
New Minimum: -3.576956380158663 > -3.5946566574275494
END: th(942565.1768889496)=-3.5946566574275494; dx=-9.29360694306868E-9 evalInputDelta=0.018863387405872345
Fitness changed from -3.575793270021677 to -3.5946566574275494
Iteration 16 complete. Error: -3.5946566574275494 Total: 66.3302; Orientation: 0.2287; Line Search: 52.8365
Adding measurement 6db561a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.220e+03, gradient 1.187e-04, dot -0.675; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5946566574275494, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 6db561a3 to history. Total: 3
th(0)=-3.5946566574275494;dx=-1.4009286483263107E-8
New Minimum: -3.5946566574275494 > -3.620784666389227
END: th(2030695.114705592)=-3.620784666389227; dx=-1.052723811094715E-8 evalInputDelta=0.02612800896167755
Fitness changed from -3.5946566574275494 to -3.620784666389227
Iteration 17 complete. Error: -3.620784666389227 Total: 39.9132; Orientation: 0.2419; Line Search: 26.4458
Adding measurement 2e3c86d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.324e+03, gradient 1.220e-04, dot -0.668; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.620784666389227, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 2e3c86d6 to history. Total: 3
th(0)=-3.620784666389227;dx=-1.4862553035727114E-8
New Minimum: -3.620784666389227 > -3.6495153978466988
WOLF (strong): th(4375000.000000003)=-3.6495153978466988; dx=1.5605877020665614E-9 evalInputDelta=0.028730731457471848
END: th(2187500.0000000014)=-3.6445516608655453; dx=-6.052436557943599E-9 evalInputDelta=0.02376699447631836
Fitness changed from -3.620784666389227 to -3.6495153978466988
Iteration 18 complete. Error: -3.6495153978466988 Total: 53.1097; Orientation: 0.2328; Line Search: 39.6455
Adding measurement 6731af8b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.775e+02, gradient 2.707e-04, dot -0.399; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6495153978466988, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 6731af8b to history. Total: 3
th(0)=-3.6495153978466988;dx=-7.290204845822986E-8
Armijo: th(4712825.884444749)=-3.299974251538515; dx=1.4902734036012425E-7 evalInputDelta=-0.34954114630818367
Armijo: th(2356412.9422223745)=-3.6083444822579622; dx=8.556871765848369E-8 evalInputDelta=-0.041170915588736534
New Minimum: -3.6495153978466988 > -3.681261893361807
END: th(785470.9807407915)=-3.681261893361807; dx=-6.439623643232144E-9 evalInputDelta=0.03174649551510811
Fitness changed from -3.6495153978466988 to -3.681261893361807
Iteration 19 complete. Error: -3.681261893361807 Total: 66.4431; Orientation: 0.3058; Line Search: 52.9049
Adding measurement 41a38a55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.285e+03, gradient 1.043e-04, dot -0.700; [e3d1700e-42b6-480b-9423-4c93fc111bd4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.681261893361807, -1.787936881184578, -0.749657541513443, 0.26745130121707916
LBFGS Accumulation History: 3 points
Removed measurement 41a38a55 to history. Total: 3
th(0)=-3.681261893361807;dx=-1.085975271469148E-8
New Minimum: -3.681261893361807 > -3.6991586945950985
END: th(1692245.928921327)=-3.6991586945950985; dx=-9.347096218867795E-9 evalInputDelta=0.017896801233291626
Fitness changed from -3.681261893361807 to -3.6991586945950985
Iteration 20 complete. Error: -3.6991586945950985 Total: 39.9872; Orientation: 0.2326; Line Search: 26.4912
Final threshold in iteration 21: -3.6991586945950985 (> -Infinity) after 1111.762s (< 5400.000s)
