Reset training subject: 3774800075320
Reset training subject: 3781062055372
Adding measurement 64b37e8c to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=4.264625541865826;dx=-1.9087253389948197E-6
New Minimum: 4.264625541865826 > 4.264621339738369
END: th(2.154434690031884)=4.264621339738369; dx=-1.6266353246793124E-6 evalInputDelta=4.202127456665039E-6
Fitness changed from 4.264625541865826 to 4.264621339738369
Iteration 1 complete. Error: 4.264621339738369 Total: 30.4683; Orientation: 0.0105; Line Search: 12.1146
Adding measurement 19294b9e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.264621339738369;dx=-1.663828806242783E-6
New Minimum: 4.264621339738369 > 4.2646114975214005
WOLFE (weak): th(4.641588833612779)=4.2646114975214005; dx=-1.6435855609538215E-6 evalInputDelta=9.842216968536377E-6
New Minimum: 4.2646114975214005 > 4.26460150629282
WOLFE (weak): th(9.283177667225559)=4.26460150629282; dx=-1.6219193940054807E-6 evalInputDelta=1.983344554901123E-5
New Minimum: 4.26460150629282 > 4.264562293887138
WOLFE (weak): th(27.849533001676676)=4.264562293887138; dx=-1.618598874631965E-6 evalInputDelta=5.904585123062134E-5
New Minimum: 4.264562293887138 > 4.2643856555223465
WOLFE (weak): th(111.3981320067067)=4.2643856555223465; dx=-1.6434071621981398E-6 evalInputDelta=2.3568421602249146E-4
New Minimum: 4.2643856555223465 > 4.2634421065449715
WOLFE (weak): th(556.9906600335335)=4.2634421065449715; dx=-1.6386497738156331E-6 evalInputDelta=0.001179233193397522
New Minimum: 4.2634421065449715 > 4.257557101547718
WOLFE (weak): th(3341.9439602012008)=4.257557101547718; dx=-1.6143411039538235E-6 evalInputDelta=0.00706423819065094
New Minimum: 4.257557101547718 > 4.215536892414093
WOLFE (weak): th(23393.607721408407)=4.215536892414093; dx=-1.5922170126994881E-6 evalInputDelta=0.04908444732427597
New Minimum: 4.215536892414093 > 3.8978839963674545
END: th(187148.86177126726)=3.8978839963674545; dx=-1.3788200405645702E-6 evalInputDelta=0.36673734337091446
Fitness changed from 4.264621339738369 to 3.8978839963674545
Iteration 2 complete. Error: 3.8978839963674545 Total: 61.0812; Orientation: 0.0105; Line Search: 54.4958
Adding measurement 616119f3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=3.8978839963674545;dx=-1.282206694668944E-6
New Minimum: 3.8978839963674545 > 3.3390781953930855
END: th(403200.00000000006)=3.3390781953930855; dx=-9.447104091578989E-7 evalInputDelta=0.558805800974369
Fitness changed from 3.8978839963674545 to 3.3390781953930855
Iteration 3 complete. Error: 3.3390781953930855 Total: 18.6979; Orientation: 0.0080; Line Search: 12.6122
Adding measurement 5c89b6f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.040e+03, gradient 9.902e-04, dot -0.826; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3390781953930855, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 5c89b6f7 to history. Total: 3
th(0)=3.3390781953930855;dx=-8.829104282666493E-7
New Minimum: 3.3390781953930855 > 2.5736110657453537
END: th(868668.0670208557)=2.5736110657453537; dx=-4.862470285097045E-7 evalInputDelta=0.7654671296477318
Fitness changed from 3.3390781953930855 to 2.5736110657453537
Iteration 4 complete. Error: 2.5736110657453537 Total: 18.6709; Orientation: 0.2862; Line Search: 12.1917
Adding measurement 24c365d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.281e+03, gradient 7.494e-04, dot -0.715; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5736110657453537, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 24c365d4 to history. Total: 3
th(0)=2.5736110657453537;dx=-5.038241062562132E-7
New Minimum: 2.5736110657453537 > 1.8536155447363853
END: th(1871488.617712673)=1.8536155447363853; dx=-1.955715286366186E-7 evalInputDelta=0.7199955210089684
Fitness changed from 2.5736110657453537 to 1.8536155447363853
Iteration 5 complete. Error: 1.8536155447363853 Total: 18.4689; Orientation: 0.2633; Line Search: 12.1042
Adding measurement 414b8b11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.065e+03, gradient 6.122e-04, dot -0.497; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8536155447363853, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 414b8b11 to history. Total: 3
th(0)=1.8536155447363853;dx=-3.2948100462860745E-7
New Minimum: 1.8536155447363853 > 1.3090603202581406
END: th(4032000.0000000014)=1.3090603202581406; dx=-1.49513700461593E-8 evalInputDelta=0.5445552244782448
Fitness changed from 1.8536155447363853 to 1.3090603202581406
Iteration 6 complete. Error: 1.3090603202581406 Total: 18.3897; Orientation: 0.2800; Line Search: 12.0563
Adding measurement 12451a04 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.037e+02, gradient 5.515e-04, dot -0.211; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3090603202581406, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 12451a04 to history. Total: 3
th(0)=1.3090603202581406;dx=-2.6290715834212177E-7
Armijo: th(8686680.670208558)=1.311755582690239; dx=7.894879269130732E-8 evalInputDelta=-0.0026952624320983887
New Minimum: 1.3090603202581406 > 0.9075766354799271
WOLF (strong): th(4343340.335104279)=0.9075766354799271; dx=3.6909967868661176E-8 evalInputDelta=0.4014836847782135
END: th(1447780.1117014263)=0.9618305712938309; dx=-1.1293558650520897E-7 evalInputDelta=0.3472297489643097
Fitness changed from 1.3090603202581406 to 0.9075766354799271
Iteration 7 complete. Error: 0.9075766354799271 Total: 31.0366; Orientation: 0.1903; Line Search: 24.7772
Adding measurement 29de3b6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.372e+02, gradient 5.001e-04, dot -0.178; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.9075766354799271, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 29de3b6d to history. Total: 3
th(0)=0.9075766354799271;dx=-2.260856975890756E-7
New Minimum: 0.9075766354799271 > 0.5171116292476654
WOLF (strong): th(3119147.6961877886)=0.5171116292476654; dx=3.773813018982036E-9 evalInputDelta=0.39046500623226166
END: th(1559573.8480938943)=0.5862907320261002; dx=-1.0156418719971426E-7 evalInputDelta=0.3212859034538269
Fitness changed from 0.9075766354799271 to 0.5171116292476654
Iteration 8 complete. Error: 0.5171116292476654 Total: 24.5325; Orientation: 0.1756; Line Search: 18.3130
Adding measurement 33926b33 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.288e+02, gradient 3.755e-04, dot -0.275; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5171116292476654, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 33926b33 to history. Total: 3
th(0)=0.5171116292476654;dx=-1.2762648486795912E-7
New Minimum: 0.5171116292476654 > 0.30832044780254364
WOLF (strong): th(3360000.0000000014)=0.30832044780254364; dx=1.3155259920900011E-8 evalInputDelta=0.20879118144512177
END: th(1680000.0000000007)=0.3308429569005966; dx=-4.9698162744351456E-8 evalInputDelta=0.1862686723470688
Fitness changed from 0.5171116292476654 to 0.30832044780254364
Iteration 9 complete. Error: 0.30832044780254364 Total: 25.0547; Orientation: 0.2712; Line Search: 18.7261
Adding measurement 60673e62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.512e+02, gradient 3.696e-04, dot -0.288; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.30832044780254364, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 60673e62 to history. Total: 3
th(0)=0.30832044780254364;dx=-1.2292776455398492E-7
New Minimum: 0.30832044780254364 > 0.2180841714143753
WOLF (strong): th(3619450.279253566)=0.2180841714143753; dx=3.796117901183013E-8 evalInputDelta=0.09023627638816833
New Minimum: 0.2180841714143753 > 0.15878403186798096
END: th(1809725.139626783)=0.15878403186798096; dx=-9.922352024204614E-9 evalInputDelta=0.14953641593456268
Fitness changed from 0.30832044780254364 to 0.15878403186798096
Iteration 10 complete. Error: 0.15878403186798096 Total: 24.5174; Orientation: 0.1750; Line Search: 18.2460
Adding measurement 77e9d113 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.419e+02, gradient 2.786e-04, dot -0.405; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.15878403186798096, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 77e9d113 to history. Total: 3
th(0)=0.15878403186798096;dx=-6.616020023960189E-8
New Minimum: 0.15878403186798096 > 0.09782420098781586
WOLF (strong): th(3898934.6202347362)=0.09782420098781586; dx=9.023800263250656E-9 evalInputDelta=0.0609598308801651
New Minimum: 0.09782420098781586 > 0.07672831416130066
END: th(1949467.3101173681)=0.07672831416130066; dx=-9.539717025156047E-9 evalInputDelta=0.0820557177066803
Fitness changed from 0.15878403186798096 to 0.07672831416130066
Iteration 11 complete. Error: 0.07672831416130066 Total: 24.5664; Orientation: 0.2857; Line Search: 18.1965
Adding measurement 58887ce7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.418e+02, gradient 2.875e-04, dot -0.370; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.07672831416130066, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 58887ce7 to history. Total: 3
th(0)=0.07672831416130066;dx=-7.153515948612982E-8
New Minimum: 0.07672831416130066 > 0.06885042786598206
WOLF (strong): th(4200000.000000002)=0.06885042786598206; dx=1.1534986708999974E-8 evalInputDelta=0.007877886295318604
New Minimum: 0.06885042786598206 > 0.020311281085014343
WOLF (strong): th(2100000.000000001)=0.020311281085014343; dx=9.366672879683124E-9 evalInputDelta=0.056417033076286316
END: th(700000.0000000003)=0.02852383255958557; dx=-3.2228981587735854E-8 evalInputDelta=0.04820448160171509
Fitness changed from 0.07672831416130066 to 0.020311281085014343
Iteration 12 complete. Error: 0.020311281085014343 Total: 30.8842; Orientation: 0.2598; Line Search: 24.5513
Adding measurement 64805d0c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.965e+02, gradient 3.057e-04, dot -0.322; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.020311281085014343, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 64805d0c to history. Total: 3
th(0)=0.020311281085014343;dx=-7.635586971329102E-8
New Minimum: 0.020311281085014343 > -0.06879933178424835
END: th(1508104.2830223194)=-0.06879933178424835; dx=-1.0132830509805306E-10 evalInputDelta=0.0891106128692627
Fitness changed from 0.020311281085014343 to -0.06879933178424835
Iteration 13 complete. Error: -0.06879933178424835 Total: 18.4809; Orientation: 0.2696; Line Search: 12.1026
Adding measurement 4607764f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.754e+02, gradient 2.485e-04, dot -0.407; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.06879933178424835, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 4607764f to history. Total: 3
th(0)=-0.06879933178424835;dx=-5.267061164604835E-8
New Minimum: -0.06879933178424835 > -0.10468514263629913
WOLF (strong): th(3249112.183528947)=-0.10468514263629913; dx=9.914267582106493E-9 evalInputDelta=0.03588581085205078
New Minimum: -0.10468514263629913 > -0.11979971826076508
END: th(1624556.0917644736)=-0.11979971826076508; dx=-6.9023586090548224E-9 evalInputDelta=0.051000386476516724
Fitness changed from -0.06879933178424835 to -0.11979971826076508
Iteration 14 complete. Error: -0.11979971826076508 Total: 24.4100; Orientation: 0.1876; Line Search: 18.1524
Adding measurement 68e03f81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.740e+02, gradient 2.531e-04, dot -0.389; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.11979971826076508, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 68e03f81 to history. Total: 3
th(0)=-0.11979971826076508;dx=-5.464169445130866E-8
Armijo: th(3500000.0000000023)=-0.10153806209564209; dx=1.7380204270288173E-8 evalInputDelta=-0.018261656165122986
New Minimum: -0.11979971826076508 > -0.14798994362354279
WOLF (strong): th(1750000.0000000012)=-0.14798994362354279; dx=1.145109768646585E-8 evalInputDelta=0.02819022536277771
END: th(583333.3333333337)=-0.14755524694919586; dx=-3.014553323212075E-8 evalInputDelta=0.027755528688430786
Fitness changed from -0.11979971826076508 to -0.14798994362354279
Iteration 15 complete. Error: -0.14798994362354279 Total: 31.2798; Orientation: 0.5006; Line Search: 24.7091
Adding measurement 5edd5639 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.953e+02, gradient 2.840e-04, dot -0.336; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14798994362354279, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 5edd5639 to history. Total: 3
th(0)=-0.14798994362354279;dx=-6.948373488280225E-8
New Minimum: -0.14798994362354279 > -0.20849920809268951
END: th(1256753.5691852665)=-0.20849920809268951; dx=-3.023305977649955E-9 evalInputDelta=0.06050926446914673
Fitness changed from -0.14798994362354279 to -0.20849920809268951
Iteration 16 complete. Error: -0.20849920809268951 Total: 18.4278; Orientation: 0.1942; Line Search: 12.1333
Adding measurement 2ed9e7d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.694e+02, gradient 2.263e-04, dot -0.410; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20849920809268951, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 2ed9e7d9 to history. Total: 3
th(0)=-0.20849920809268951;dx=-4.256729670120818E-8
New Minimum: -0.20849920809268951 > -0.23852722346782684
WOLF (strong): th(2707593.486274123)=-0.23852722346782684; dx=1.1289052428128283E-8 evalInputDelta=0.03002801537513733
New Minimum: -0.23852722346782684 > -0.24697774648666382
END: th(1353796.7431370616)=-0.24697774648666382; dx=-1.9113021142980866E-9 evalInputDelta=0.038478538393974304
Fitness changed from -0.20849920809268951 to -0.24697774648666382
Iteration 17 complete. Error: -0.24697774648666382 Total: 24.5371; Orientation: 0.1802; Line Search: 18.2787
Adding measurement 1a49d2f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.912e+02, gradient 2.328e-04, dot -0.392; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.24697774648666382, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 1a49d2f4 to history. Total: 3
th(0)=-0.24697774648666382;dx=-4.681820971496961E-8
Armijo: th(2916666.6666666693)=-0.2452991008758545; dx=1.2797336727224848E-8 evalInputDelta=-0.0016786456108093262
New Minimum: -0.24697774648666382 > -0.27207252383232117
WOLF (strong): th(1458333.3333333347)=-0.27207252383232117; dx=3.759036585625433E-9 evalInputDelta=0.02509477734565735
END: th(486111.11111111153)=-0.2670365869998932; dx=-2.541189627437022E-8 evalInputDelta=0.02005884051322937
Fitness changed from -0.24697774648666382 to -0.27207252383232117
Iteration 18 complete. Error: -0.27207252383232117 Total: 30.9828; Orientation: 0.2697; Line Search: 24.6152
Adding measurement 8edc0dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.885e+02, gradient 2.582e-04, dot -0.350; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27207252383232117, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 8edc0dd to history. Total: 3
th(0)=-0.27207252383232117;dx=-5.799979160356967E-8
New Minimum: -0.27207252383232117 > -0.3040129542350769
WOLF (strong): th(1047294.6409877222)=-0.3040129542350769; dx=7.255899096562848E-9 evalInputDelta=0.03194043040275574
END: th(523647.3204938611)=-0.299467995762825; dx=-2.830440427033772E-8 evalInputDelta=0.027395471930503845
Fitness changed from -0.27207252383232117 to -0.3040129542350769
Iteration 19 complete. Error: -0.3040129542350769 Total: 24.3808; Orientation: 0.1896; Line Search: 18.1346
Adding measurement 74a68da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.028e+03, gradient 2.330e-04, dot -0.386; [306eb496-b38a-487f-8d91-3fef8d9ea5b4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3040129542350769, 3.8978839963674545, 4.264621339738369, 4.264625541865826
LBFGS Accumulation History: 3 points
Removed measurement 74a68da to history. Total: 3
th(0)=-0.3040129542350769;dx=-4.141845309325942E-8
New Minimum: -0.3040129542350769 > -0.32755500078201294
WOLF (strong): th(1128163.9526142182)=-0.32755500078201294; dx=3.1197258846349434E-9 evalInputDelta=0.023542046546936035
END: th(564081.9763071091)=-0.32570284605026245; dx=-1.870034264016111E-8 evalInputDelta=0.021689891815185547
Fitness changed from -0.3040129542350769 to -0.32755500078201294
Iteration 20 complete. Error: -0.32755500078201294 Total: 24.8749; Orientation: 0.1870; Line Search: 18.6451
Final threshold in iteration 21: -0.32755500078201294 (> -Infinity) after 523.753s (< 5400.000s)
