Reset training subject: 2677362994857
Reset training subject: 2703937217132
Adding measurement a3b3ce0 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.6663085892796516;dx=-9.11860905554662E-6
New Minimum: 2.6663085892796516 > 2.666285090148449
WOLFE (weak): th(2.154434690031884)=2.666285090148449; dx=-8.38668813236708E-6 evalInputDelta=2.3499131202697754E-5
New Minimum: 2.666285090148449 > 2.6662614420056343
WOLFE (weak): th(4.308869380063768)=2.6662614420056343; dx=-8.364883449796718E-6 evalInputDelta=4.7147274017333984E-5
New Minimum: 2.6662614420056343 > 2.666167162358761
WOLFE (weak): th(12.926608140191302)=2.666167162358761; dx=-8.394727627671356E-6 evalInputDelta=1.414269208908081E-4
New Minimum: 2.666167162358761 > 2.66574140638113
WOLFE (weak): th(51.70643256076521)=2.66574140638113; dx=-8.303000961945621E-6 evalInputDelta=5.671828985214233E-4
New Minimum: 2.66574140638113 > 2.6634711548686028
WOLFE (weak): th(258.53216280382605)=2.6634711548686028; dx=-8.396242689324783E-6 evalInputDelta=0.002837434411048889
New Minimum: 2.6634711548686028 > 2.649304047226906
WOLFE (weak): th(1551.1929768229563)=2.649304047226906; dx=-8.414002258723054E-6 evalInputDelta=0.01700454205274582
New Minimum: 2.649304047226906 > 2.548543144017458
END: th(10858.350837760694)=2.548543144017458; dx=-8.118977521842916E-6 evalInputDelta=0.11776544526219368
Fitness changed from 2.6663085892796516 to 2.548543144017458
Iteration 1 complete. Error: 2.548543144017458 Total: 293.3367; Orientation: 0.0099; Line Search: 212.8346
Adding measurement b4fee82 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.548543144017458;dx=-8.131132412119849E-6
New Minimum: 2.548543144017458 > 2.3147305250167847
WOLFE (weak): th(23393.607721408407)=2.3147305250167847; dx=-7.474347837353418E-6 evalInputDelta=0.2338126190006733
New Minimum: 2.3147305250167847 > 2.105195827782154
END: th(46787.215442816814)=2.105195827782154; dx=-6.557817530615233E-6 evalInputDelta=0.4433473162353039
Fitness changed from 2.548543144017458 to 2.105195827782154
Iteration 2 complete. Error: 2.105195827782154 Total: 107.3224; Orientation: 0.0085; Line Search: 79.4565
Adding measurement 3c5f6a43 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.105195827782154;dx=-6.77442769423498E-6
New Minimum: 2.105195827782154 > 1.4417919553816319
END: th(100800.00000000001)=1.4417919553816319; dx=-3.988001699449259E-6 evalInputDelta=0.6634038724005222
Fitness changed from 2.105195827782154 to 1.4417919553816319
Iteration 3 complete. Error: 1.4417919553816319 Total: 80.7997; Orientation: 0.0085; Line Search: 53.4678
Adding measurement 19fd32f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.323e+03, gradient 2.167e-03, dot -0.734; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.4417919553816319, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 19fd32f8 to history. Total: 3
th(0)=1.4417919553816319;dx=-4.497438528059913E-6
New Minimum: 1.4417919553816319 > 0.6955292224884033
END: th(217167.01675521393)=0.6955292224884033; dx=-1.7892415606304684E-6 evalInputDelta=0.7462627328932285
Fitness changed from 1.4417919553816319 to 0.6955292224884033
Iteration 4 complete. Error: 0.6955292224884033 Total: 80.5976; Orientation: 0.3195; Line Search: 52.8876
Adding measurement 8059ac6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.588e+02, gradient 1.611e-03, dot -0.558; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6955292224884033, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 8059ac6 to history. Total: 3
th(0)=0.6955292224884033;dx=-2.478401315211951E-6
New Minimum: 0.6955292224884033 > -0.01922745257616043
END: th(467872.15442816826)=-0.01922745257616043; dx=-5.947643703411485E-7 evalInputDelta=0.7147566750645638
Fitness changed from 0.6955292224884033 to -0.01922745257616043
Iteration 5 complete. Error: -0.01922745257616043 Total: 80.5269; Orientation: 0.2132; Line Search: 53.0098
Adding measurement 4442ac97 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.601e+02, gradient 1.277e-03, dot -0.393; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.01922745257616043, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 4442ac97 to history. Total: 3
th(0)=-0.01922745257616043;dx=-1.5679902832447799E-6
New Minimum: -0.01922745257616043 > -0.3561363182961941
WOLF (strong): th(1008000.0000000003)=-0.3561363182961941; dx=1.0481870739010383E-7 evalInputDelta=0.33690886572003365
New Minimum: -0.3561363182961941 > -0.3836832642555237
END: th(504000.0000000002)=-0.3836832642555237; dx=-1.5675066725350188E-7 evalInputDelta=0.36445581167936325
Fitness changed from -0.01922745257616043 to -0.3836832642555237
Iteration 6 complete. Error: -0.3836832642555237 Total: 107.0732; Orientation: 0.2504; Line Search: 79.5050
Adding measurement 7af646cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.456e+02, gradient 9.644e-04, dot -0.367; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3836832642555237, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 7af646cd to history. Total: 3
th(0)=-0.3836832642555237;dx=-9.047550964654026E-7
New Minimum: -0.3836832642555237 > -0.5899052694439888
WOLF (strong): th(1085835.0837760698)=-0.5899052694439888; dx=1.4785341176291376E-7 evalInputDelta=0.20622200518846512
New Minimum: -0.5899052694439888 > -0.63978710770607
END: th(542917.5418880349)=-0.63978710770607; dx=-1.0481999565645169E-7 evalInputDelta=0.25610384345054626
Fitness changed from -0.3836832642555237 to -0.63978710770607
Iteration 7 complete. Error: -0.63978710770607 Total: 107.1326; Orientation: 0.3028; Line Search: 79.4923
Adding measurement 5611faba to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.040e+02, gradient 7.860e-04, dot -0.363; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.63978710770607, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 5611faba to history. Total: 3
th(0)=-0.63978710770607;dx=-5.941780955210051E-7
New Minimum: -0.63978710770607 > -0.6579749844968319
WOLF (strong): th(1169680.3860704207)=-0.6579749844968319; dx=2.5659551204940387E-7 evalInputDelta=0.018187876790761948
New Minimum: -0.6579749844968319 > -0.7660487405955791
WOLF (strong): th(584840.1930352104)=-0.7660487405955791; dx=4.27925091584669E-8 evalInputDelta=0.1262616328895092
END: th(194946.7310117368)=-0.720255833119154; dx=-3.4759649381705926E-7 evalInputDelta=0.08046872541308403
Fitness changed from -0.63978710770607 to -0.7660487405955791
Iteration 8 complete. Error: -0.7660487405955791 Total: 133.5992; Orientation: 0.2128; Line Search: 106.0052
Adding measurement 30dab201 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.335e+02, gradient 8.361e-04, dot -0.278; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7660487405955791, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 30dab201 to history. Total: 3
th(0)=-0.7660487405955791;dx=-6.678312057472003E-7
New Minimum: -0.7660487405955791 > -0.871924739331007
WOLF (strong): th(420000.0000000002)=-0.871924739331007; dx=1.1205843906198557E-7 evalInputDelta=0.10587599873542786
END: th(210000.0000000001)=-0.8581029549241066; dx=-2.2950370139803305E-7 evalInputDelta=0.09205421432852745
Fitness changed from -0.7660487405955791 to -0.871924739331007
Iteration 9 complete. Error: -0.871924739331007 Total: 107.7019; Orientation: 0.2135; Line Search: 79.4876
Adding measurement 492406be to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.374e+02, gradient 7.365e-04, dot -0.303; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.871924739331007, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 492406be to history. Total: 3
th(0)=-0.871924739331007;dx=-5.120717788831739E-7
New Minimum: -0.871924739331007 > -0.9499763026833534
WOLF (strong): th(452431.2849066958)=-0.9499763026833534; dx=1.350662608056262E-7 evalInputDelta=0.07805156335234642
END: th(226215.6424533479)=-0.9469949118793011; dx=-1.7048107546361555E-7 evalInputDelta=0.07507017254829407
Fitness changed from -0.871924739331007 to -0.9499763026833534
Iteration 10 complete. Error: -0.9499763026833534 Total: 108.6976; Orientation: 0.2784; Line Search: 79.8869
Adding measurement 573834c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.562e+02, gradient 7.405e-04, dot -0.284; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9499763026833534, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 573834c0 to history. Total: 3
th(0)=-0.9499763026833534;dx=-5.224367327966392E-7
New Minimum: -0.9499763026833534 > -1.003612358123064
WOLF (strong): th(487366.82752934203)=-1.003612358123064; dx=1.8658129724456887E-7 evalInputDelta=0.05363605543971062
New Minimum: -1.003612358123064 > -1.0173569358885288
END: th(243683.41376467102)=-1.0173569358885288; dx=-9.458926179169924E-8 evalInputDelta=0.0673806332051754
Fitness changed from -0.9499763026833534 to -1.0173569358885288
Iteration 11 complete. Error: -1.0173569358885288 Total: 107.5053; Orientation: 0.2126; Line Search: 79.4506
Adding measurement 6bc3211e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.793e+02, gradient 4.321e-04, dot -0.491; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0173569358885288, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 6bc3211e to history. Total: 3
th(0)=-1.0173569358885288;dx=-1.744090830230737E-7
New Minimum: -1.0173569358885288 > -1.076685018837452
END: th(525000.0000000002)=-1.076685018837452; dx=-1.0111898533749895E-7 evalInputDelta=0.05932808294892311
Fitness changed from -1.0173569358885288 to -1.076685018837452
Iteration 12 complete. Error: -1.076685018837452 Total: 80.5627; Orientation: 0.2120; Line Search: 53.0001
Adding measurement 19ad3850 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.849e+02, gradient 4.382e-04, dot -0.457; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.076685018837452, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 19ad3850 to history. Total: 3
th(0)=-1.076685018837452;dx=-1.813335421137322E-7
New Minimum: -1.076685018837452 > -1.1391818039119244
WOLF (strong): th(1131078.2122667395)=-1.1391818039119244; dx=2.0858873075258528E-8 evalInputDelta=0.06249678507447243
END: th(565539.1061333697)=-1.134438794106245; dx=-3.980237932335915E-8 evalInputDelta=0.057753775268793106
Fitness changed from -1.076685018837452 to -1.1391818039119244
Iteration 13 complete. Error: -1.1391818039119244 Total: 107.0646; Orientation: 0.2132; Line Search: 79.4469
Adding measurement 772fec7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.041e+02, gradient 7.230e-04, dot -0.228; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1391818039119244, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 772fec7 to history. Total: 3
th(0)=-1.1391818039119244;dx=-5.071582580017023E-7
Armijo: th(1218417.068823355)=-0.7413604483008385; dx=7.529831834799628E-7 evalInputDelta=-0.3978213556110859
New Minimum: -1.1391818039119244 > -1.14889782294631
WOLF (strong): th(609208.5344116775)=-1.14889782294631; dx=3.745309287672471E-7 evalInputDelta=0.009716019034385681
New Minimum: -1.14889782294631 > -1.205540794879198
END: th(203069.51147055917)=-1.205540794879198; dx=-2.1380425439263862E-7 evalInputDelta=0.06635899096727371
Fitness changed from -1.1391818039119244 to -1.205540794879198
Iteration 14 complete. Error: -1.205540794879198 Total: 134.1154; Orientation: 0.2153; Line Search: 106.0968
Adding measurement 29f3cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.343e+02, gradient 4.483e-04, dot -0.362; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.205540794879198, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 29f3cb to history. Total: 3
th(0)=-1.205540794879198;dx=-1.63720029795175E-7
New Minimum: -1.205540794879198 > -1.254981618374586
END: th(437500.00000000023)=-1.254981618374586; dx=-5.937671181696791E-8 evalInputDelta=0.04944082349538803
Fitness changed from -1.205540794879198 to -1.254981618374586
Iteration 15 complete. Error: -1.254981618374586 Total: 80.9477; Orientation: 0.2152; Line Search: 52.9749
Adding measurement 14a46bea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.639e+02, gradient 3.451e-04, dot -0.471; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.254981618374586, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 14a46bea to history. Total: 3
th(0)=-1.254981618374586;dx=-1.0484769467277477E-7
New Minimum: -1.254981618374586 > -1.3155288733541965
END: th(942565.1768889497)=-1.3155288733541965; dx=-3.6397281323520434E-8 evalInputDelta=0.06054725497961044
Fitness changed from -1.254981618374586 to -1.3155288733541965
Iteration 16 complete. Error: -1.3155288733541965 Total: 80.6684; Orientation: 0.2163; Line Search: 53.0248
Adding measurement fd5bef4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.752e+02, gradient 3.993e-04, dot -0.389; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3155288733541965, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement fd5bef4 to history. Total: 3
th(0)=-1.3155288733541965;dx=-1.474345419328563E-7
Armijo: th(2030695.1147055922)=-1.3115720972418785; dx=4.9297653017019024E-8 evalInputDelta=-0.003956776112318039
New Minimum: -1.3155288733541965 > -1.3533317893743515
WOLF (strong): th(1015347.5573527961)=-1.3533317893743515; dx=3.153533232088197E-8 evalInputDelta=0.03780291602015495
END: th(338449.18578426534)=-1.3458912707865238; dx=-6.015614084138438E-8 evalInputDelta=0.03036239743232727
Fitness changed from -1.3155288733541965 to -1.3533317893743515
Iteration 17 complete. Error: -1.3533317893743515 Total: 134.0902; Orientation: 0.2840; Line Search: 105.9660
Adding measurement 61c70760 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.905e+02, gradient 5.498e-04, dot -0.226; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3533317893743515, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 61c70760 to history. Total: 3
th(0)=-1.3533317893743515;dx=-2.645048600521657E-7
New Minimum: -1.3533317893743515 > -1.3871614262461662
WOLF (strong): th(729166.6666666672)=-1.3871614262461662; dx=1.3583027168840151E-7 evalInputDelta=0.03382963687181473
New Minimum: -1.3871614262461662 > -1.4055565111339092
END: th(364583.3333333336)=-1.4055565111339092; dx=-4.1334104461532614E-8 evalInputDelta=0.052224721759557724
Fitness changed from -1.3533317893743515 to -1.4055565111339092
Iteration 18 complete. Error: -1.4055565111339092 Total: 108.2293; Orientation: 0.2335; Line Search: 80.2691
Adding measurement 5bdd71f0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.797e+02, gradient 3.869e-04, dot -0.366; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4055565111339092, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 5bdd71f0 to history. Total: 3
th(0)=-1.4055565111339092;dx=-1.3783836254470514E-7
New Minimum: -1.4055565111339092 > -1.4292855188250542
WOLF (strong): th(785470.9807407915)=-1.4292855188250542; dx=7.081608175510583E-8 evalInputDelta=0.023729007691144943
New Minimum: -1.4292855188250542 > -1.4386046789586544
END: th(392735.49037039577)=-1.4386046789586544; dx=-2.514804967347667E-8 evalInputDelta=0.03304816782474518
Fitness changed from -1.4055565111339092 to -1.4386046789586544
Iteration 19 complete. Error: -1.4386046789586544 Total: 107.2562; Orientation: 0.2139; Line Search: 79.4792
Adding measurement 3ee3a63d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.651e+02, gradient 3.135e-04, dot -0.423; [0ff66c69-1c6a-4b8b-a6cf-2f68035d7647 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4386046789586544, 2.105195827782154, 2.548543144017458, 2.6663085892796516
LBFGS Accumulation History: 3 points
Removed measurement 3ee3a63d to history. Total: 3
th(0)=-1.4386046789586544;dx=-8.856743510010567E-8
New Minimum: -1.4386046789586544 > -1.4505832754075527
WOLF (strong): th(846122.9644606635)=-1.4505832754075527; dx=9.047702418176514E-9 evalInputDelta=0.011978596448898315
New Minimum: -1.4505832754075527 > -1.455486811697483
END: th(423061.48223033175)=-1.455486811697483; dx=-3.462735091342202E-8 evalInputDelta=0.01688213273882866
Fitness changed from -1.4386046789586544 to -1.455486811697483
Iteration 20 complete. Error: -1.455486811697483 Total: 107.4206; Orientation: 0.2398; Line Search: 79.4899
Final threshold in iteration 21: -1.455486811697483 (> -Infinity) after 2254.648s (< 5400.000s)
