Reset training subject: 932198423607800
Reset training subject: 932244139021700
Adding measurement 64c2da43 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=6.388838589191437;dx=-0.0017678421883068735
New Minimum: 6.388838589191437 > 6.386637583374977
WOLFE (weak): th(2.154434690031884)=6.386637583374977; dx=-0.001728456340870939 evalInputDelta=0.0022010058164596558
New Minimum: 6.386637583374977 > 6.384472832083702
WOLFE (weak): th(4.308869380063768)=6.384472832083702; dx=-0.0016927278256325061 evalInputDelta=0.00436575710773468
New Minimum: 6.384472832083702 > 6.37596919387579
WOLFE (weak): th(12.926608140191302)=6.37596919387579; dx=-0.0016311380120785234 evalInputDelta=0.012869395315647125
New Minimum: 6.37596919387579 > 6.3380730003118515
END: th(51.70643256076521)=6.3380730003118515; dx=-0.0015829170433534732 evalInputDelta=0.050765588879585266
Fitness changed from 6.388838589191437 to 6.3380730003118515
Iteration 1 complete. Error: 6.3380730003118515 Total: 363.5382; Orientation: 0.0660; Line Search: 227.1429
Iteration 1
Adding measurement 4a2b881e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.3380730003118515;dx=-0.001514480793845417
New Minimum: 6.3380730003118515 > 6.235921159386635
WOLFE (weak): th(111.39813200670669)=6.235921159386635; dx=-0.0013896767782455844 evalInputDelta=0.10215184092521667
New Minimum: 6.235921159386635 > 6.137742444872856
END: th(222.79626401341338)=6.137742444872856; dx=-0.001295877402333153 evalInputDelta=0.20033055543899536
Fitness changed from 6.3380730003118515 to 6.137742444872856
Iteration 2 complete. Error: 6.137742444872856 Total: 182.4600; Orientation: 0.0615; Line Search: 136.6789
Iteration 2
Adding measurement 3e88dc68 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.137742444872856;dx=-0.0012757974592154438
New Minimum: 6.137742444872856 > 5.775922276079655
END: th(480.0)=5.775922276079655; dx=-9.254576612983359E-4 evalInputDelta=0.36182016879320145
Fitness changed from 6.137742444872856 to 5.775922276079655
Iteration 3 complete. Error: 5.775922276079655 Total: 136.8954; Orientation: 0.0625; Line Search: 91.1498
Iteration 3
Adding measurement 6a98a14a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.271e+01, gradient 2.983e-02, dot -0.979; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.388838589191437, 6.3380730003118515, 6.137742444872856, 5.775922276079655
LBFGS Accumulation History: 3 points
Removed measurement 64c2da43 to history. Total: 4
th(0)=5.775922276079655;dx=-8.897496578632725E-4
New Minimum: 5.775922276079655 > 5.2793333530426025
END: th(1034.1286512153042)=5.2793333530426025; dx=-4.783518516332316E-4 evalInputDelta=0.49658892303705215
Fitness changed from 5.775922276079655 to 5.2793333530426025
Iteration 4 complete. Error: 5.2793333530426025 Total: 139.6072; Orientation: 1.9448; Line Search: 92.3798
Iteration 4
Adding measurement 2b6c9957 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.795e+01, gradient 2.156e-02, dot -0.957; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.3380730003118515, 6.137742444872856, 5.775922276079655, 5.2793333530426025
LBFGS Accumulation History: 3 points
Removed measurement 4a2b881e to history. Total: 4
th(0)=5.2793333530426025;dx=-4.6471496886791355E-4
New Minimum: 5.2793333530426025 > 4.825605675578117
END: th(2227.962640134134)=4.825605675578117; dx=-1.6136281505493765E-4 evalInputDelta=0.45372767746448517
Fitness changed from 5.2793333530426025 to 4.825605675578117
Iteration 5 complete. Error: 4.825605675578117 Total: 137.3572; Orientation: 1.8884; Line Search: 90.0387
Iteration 5
Adding measurement 1c875111 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.576e+01, gradient 1.377e-02, dot -0.914; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.137742444872856, 5.775922276079655, 5.2793333530426025, 4.825605675578117
LBFGS Accumulation History: 3 points
Removed measurement 3e88dc68 to history. Total: 4
th(0)=4.825605675578117;dx=-1.8953061789567257E-4
New Minimum: 4.825605675578117 > 4.440997816622257
END: th(4800.0)=4.440997816622257; dx=-5.624143139260721E-5 evalInputDelta=0.38460785895586014
Fitness changed from 4.825605675578117 to 4.440997816622257
Iteration 6 complete. Error: 4.440997816622257 Total: 137.6118; Orientation: 1.8818; Line Search: 90.3706
Adding measurement 1ff95e07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.103e+01, gradient 1.115e-02, dot -0.793; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.775922276079655, 5.2793333530426025, 4.825605675578117, 4.440997816622257
LBFGS Accumulation History: 3 points
Removed measurement 6a98a14a to history. Total: 4
th(0)=4.440997816622257;dx=-1.2432361566854517E-4
New Minimum: 4.440997816622257 > 4.130149252712727
END: th(10341.286512153043)=4.130149252712727; dx=-2.2299034058097787E-5 evalInputDelta=0.31084856390953064
Fitness changed from 4.440997816622257 to 4.130149252712727
Iteration 7 complete. Error: 4.130149252712727 Total: 137.1730; Orientation: 1.8716; Line Search: 90.4026
Adding measurement 18d354eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.441e+02, gradient 1.593e-02, dot -0.533; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.2793333530426025, 4.825605675578117, 4.440997816622257, 4.130149252712727
LBFGS Accumulation History: 3 points
Removed measurement 2b6c9957 to history. Total: 4
th(0)=4.130149252712727;dx=-2.539182069437264E-4
Armijo: th(22279.626401341342)=4.204745415598154; dx=-8.507502769876391E-7 evalInputDelta=-0.07459616288542747
New Minimum: 4.130149252712727 > 4.071792274713516
END: th(11139.813200670671)=4.071792274713516; dx=-7.213714886233962E-6 evalInputDelta=0.05835697799921036
Fitness changed from 4.130149252712727 to 4.071792274713516
Iteration 8 complete. Error: 4.071792274713516 Total: 183.1809; Orientation: 1.8403; Line Search: 136.0095
Adding measurement 6025ad2d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.239e+02, gradient 1.172e-02, dot -0.768; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.825605675578117, 4.440997816622257, 4.130149252712727, 4.071792274713516
LBFGS Accumulation History: 3 points
Removed measurement 1c875111 to history. Total: 4
th(0)=4.071792274713516;dx=-1.3741038686141291E-4
New Minimum: 4.071792274713516 > 3.9012382552027702
WOLF (strong): th(24000.000000000004)=3.9012382552027702; dx=2.036521978166336E-6 evalInputDelta=0.170554019510746
New Minimum: 3.9012382552027702 > 3.8343243151903152
END: th(12000.000000000002)=3.8343243151903152; dx=-4.072579674140689E-6 evalInputDelta=0.237467959523201
Fitness changed from 4.071792274713516 to 3.8343243151903152
Iteration 9 complete. Error: 3.8343243151903152 Total: 184.1345; Orientation: 1.9212; Line Search: 136.2737
Adding measurement 62c171f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.551e+01, gradient 8.388e-03, dot -0.781; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.440997816622257, 4.130149252712727, 4.071792274713516, 3.8343243151903152
LBFGS Accumulation History: 3 points
Removed measurement 1ff95e07 to history. Total: 4
th(0)=3.8343243151903152;dx=-7.036572216353792E-5
New Minimum: 3.8343243151903152 > 3.804211087524891
WOLF (strong): th(25853.21628038261)=3.804211087524891; dx=1.122373321117185E-5 evalInputDelta=0.030113227665424347
New Minimum: 3.804211087524891 > 3.6931943148374557
WOLF (strong): th(12926.608140191305)=3.6931943148374557; dx=6.720834036093361E-6 evalInputDelta=0.1411300003528595
END: th(4308.869380063768)=3.7098568230867386; dx=-2.0129772963826887E-5 evalInputDelta=0.12446749210357666
Fitness changed from 3.8343243151903152 to 3.6931943148374557
Iteration 10 complete. Error: 3.6931943148374557 Total: 228.8699; Orientation: 1.9624; Line Search: 181.5431
Iteration 10
Adding measurement 4c74fbdb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.790e+01, gradient 9.709e-03, dot -0.691; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.130149252712727, 4.071792274713516, 3.8343243151903152, 3.6931943148374557
LBFGS Accumulation History: 3 points
Removed measurement 18d354eb to history. Total: 4
th(0)=3.6931943148374557;dx=-9.426612653828882E-5
New Minimum: 3.6931943148374557 > 3.600995112210512
WOLF (strong): th(9283.17766722556)=3.600995112210512; dx=6.557035935047734E-6 evalInputDelta=0.09219920262694359
New Minimum: 3.600995112210512 > 3.5866811238229275
END: th(4641.58883361278)=3.5866811238229275; dx=-9.484484842973193E-6 evalInputDelta=0.10651319101452827
Fitness changed from 3.6931943148374557 to 3.5866811238229275
Iteration 11 complete. Error: 3.5866811238229275 Total: 184.2214; Orientation: 1.8905; Line Search: 136.7616
Adding measurement 2294a50b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.756e+01, gradient 4.777e-03, dot -0.789; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.071792274713516, 3.8343243151903152, 3.6931943148374557, 3.5866811238229275
LBFGS Accumulation History: 3 points
Removed measurement 6025ad2d to history. Total: 4
th(0)=3.5866811238229275;dx=-2.28154740388492E-5
New Minimum: 3.5866811238229275 > 3.483209367841482
END: th(10000.000000000004)=3.483209367841482; dx=-8.53397617981085E-6 evalInputDelta=0.10347175598144531
Fitness changed from 3.5866811238229275 to 3.483209367841482
Iteration 12 complete. Error: 3.483209367841482 Total: 138.1521; Orientation: 1.8963; Line Search: 90.7047
Adding measurement 4a713cce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.491e+01, gradient 4.056e-03, dot -0.794; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8343243151903152, 3.6931943148374557, 3.5866811238229275, 3.483209367841482
LBFGS Accumulation History: 3 points
Removed measurement 62c171f9 to history. Total: 4
th(0)=3.483209367841482;dx=-1.644740845720018E-5
New Minimum: 3.483209367841482 > 3.4230953827500343
END: th(21544.346900318847)=3.4230953827500343; dx=-5.861386699367528E-7 evalInputDelta=0.06011398509144783
Fitness changed from 3.483209367841482 to 3.4230953827500343
Iteration 13 complete. Error: 3.4230953827500343 Total: 137.5899; Orientation: 1.8906; Line Search: 90.8988
Adding measurement 35c1f5b9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.114e+02, gradient 7.461e-03, dot -0.455; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6931943148374557, 3.5866811238229275, 3.483209367841482, 3.4230953827500343
LBFGS Accumulation History: 3 points
Removed measurement 4c74fbdb to history. Total: 4
th(0)=3.4230953827500343;dx=-5.566205660520751E-5
Armijo: th(46415.88833612781)=3.8204741552472115; dx=1.1807997259857134E-5 evalInputDelta=-0.3973787724971771
Armijo: th(23207.944168063907)=3.5198408886790276; dx=1.676365996949588E-5 evalInputDelta=-0.09674550592899323
New Minimum: 3.4230953827500343 > 3.3483415134251118
WOLF (strong): th(7735.981389354635)=3.3483415134251118; dx=1.266205269443478E-6 evalInputDelta=0.07475386932492256
END: th(1933.9953473386588)=3.382646217942238; dx=-1.9357192818820685E-5 evalInputDelta=0.04044916480779648
Fitness changed from 3.4230953827500343 to 3.3483415134251118
Iteration 14 complete. Error: 3.3483415134251118 Total: 276.0587; Orientation: 1.9146; Line Search: 228.6876
Adding measurement 6a4e8a26 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.845e+01, gradient 4.151e-03, dot -0.584; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5866811238229275, 3.483209367841482, 3.4230953827500343, 3.3483415134251118
LBFGS Accumulation History: 3 points
Removed measurement 2294a50b to history. Total: 4
th(0)=3.3483415134251118;dx=-1.7231193517001816E-5
New Minimum: 3.3483415134251118 > 3.309585340321064
END: th(4166.666666666669)=3.309585340321064; dx=-9.563867232077281E-6 evalInputDelta=0.038756173104047775
Fitness changed from 3.3483415134251118 to 3.309585340321064
Iteration 15 complete. Error: 3.309585340321064 Total: 138.1896; Orientation: 1.8712; Line Search: 91.1334
Iteration 15
Adding measurement 74ca42d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.648e+01, gradient 3.041e-03, dot -0.840; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.483209367841482, 3.4230953827500343, 3.3483415134251118, 3.309585340321064
LBFGS Accumulation History: 3 points
Removed measurement 4a713cce to history. Total: 4
th(0)=3.309585340321064;dx=-9.249776616693469E-6
New Minimum: 3.309585340321064 > 3.265362113714218
END: th(8976.811208466188)=3.265362113714218; dx=-6.123801238556593E-6 evalInputDelta=0.044223226606845856
Fitness changed from 3.309585340321064 to 3.265362113714218
Iteration 16 complete. Error: 3.265362113714218 Total: 138.1639; Orientation: 1.9364; Line Search: 90.7906
Adding measurement 67820145 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.229e+02, gradient 2.771e-03, dot -0.891; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4230953827500343, 3.3483415134251118, 3.309585340321064, 3.265362113714218
LBFGS Accumulation History: 3 points
Removed measurement 35c1f5b9 to history. Total: 4
th(0)=3.265362113714218;dx=-7.679056459453656E-6
New Minimum: 3.265362113714218 > 3.2164642438292503
END: th(19339.95347338659)=3.2164642438292503; dx=-3.1084997763638455E-6 evalInputDelta=0.048897869884967804
Fitness changed from 3.265362113714218 to 3.2164642438292503
Iteration 17 complete. Error: 3.2164642438292503 Total: 138.4244; Orientation: 1.9372; Line Search: 91.2055
Adding measurement 3f19a652 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.296e+02, gradient 3.275e-03, dot -0.645; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3483415134251118, 3.309585340321064, 3.265362113714218, 3.2164642438292503
LBFGS Accumulation History: 3 points
Removed measurement 6a4e8a26 to history. Total: 4
th(0)=3.2164642438292503;dx=-1.0725231863378464E-5
Armijo: th(41666.66666666669)=3.2986094690859318; dx=6.633302825492863E-6 evalInputDelta=-0.08214522525668144
New Minimum: 3.2164642438292503 > 3.1870098784565926
WOLF (strong): th(20833.333333333347)=3.1870098784565926; dx=4.2956473418026235E-6 evalInputDelta=0.029454365372657776
New Minimum: 3.1870098784565926 > 3.1700824797153473
END: th(6944.444444444449)=3.1700824797153473; dx=-3.4762186004560243E-6 evalInputDelta=0.046381764113903046
Fitness changed from 3.2164642438292503 to 3.1700824797153473
Iteration 18 complete. Error: 3.1700824797153473 Total: 228.7394; Orientation: 1.9077; Line Search: 181.6110
Adding measurement 534d822b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.128e+02, gradient 3.884e-03, dot -0.545; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.309585340321064, 3.265362113714218, 3.2164642438292503, 3.1700824797153473
LBFGS Accumulation History: 3 points
Removed measurement 74ca42d8 to history. Total: 4
th(0)=3.1700824797153473;dx=-1.5083642082092984E-5
New Minimum: 3.1700824797153473 > 3.1452017799019814
WOLF (strong): th(14961.352014110314)=3.1452017799019814; dx=3.690335632716009E-7 evalInputDelta=0.024880699813365936
END: th(7480.676007055157)=3.1474164836108685; dx=-2.34668089357734E-6 evalInputDelta=0.022665996104478836
Fitness changed from 3.1700824797153473 to 3.1452017799019814
Iteration 19 complete. Error: 3.1452017799019814 Total: 183.1797; Orientation: 1.9192; Line Search: 136.0797
Adding measurement 1049cec2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.186e+02, gradient 5.323e-03, dot -0.470; [eda703c9-5c8f-400f-b90a-75f67d29241e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.265362113714218, 3.2164642438292503, 3.1700824797153473, 3.1452017799019814
LBFGS Accumulation History: 3 points
Removed measurement 67820145 to history. Total: 4
th(0)=3.1452017799019814;dx=-2.8330335513935555E-5
New Minimum: 3.1452017799019814 > 3.1395902559161186
WOLF (strong): th(16116.627894488827)=3.1395902559161186; dx=5.448854410221713E-6 evalInputDelta=0.005611523985862732
New Minimum: 3.1395902559161186 > 3.112032376229763
WOLF (strong): th(8058.313947244414)=3.112032376229763; dx=6.855055941391958E-7 evalInputDelta=0.03316940367221832
END: th(2686.104649081471)=3.123079165816307; dx=-7.666555107891647E-6 evalInputDelta=0.022122614085674286
Fitness changed from 3.1452017799019814 to 3.112032376229763
Iteration 20 complete. Error: 3.112032376229763 Total: 227.9566; Orientation: 1.8938; Line Search: 180.9635
Iteration 20
Final threshold in iteration 20: 3.112032376229763 (> -Infinity) after 3621.549s (< 3600.000s)