Reset training subject: 1861878020620
Reset training subject: 1864274074431
Adding measurement 52681c71 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=32.872519325464964;dx=-0.030362826470647482
New Minimum: 32.872519325464964 > 32.80296653881669
WOLFE (weak): th(2.154434690031884)=32.80296653881669; dx=-0.030218140170847445 evalInputDelta=0.06955278664827347
New Minimum: 32.80296653881669 > 32.733772695064545
WOLFE (weak): th(4.308869380063768)=32.733772695064545; dx=-0.03004145456548095 evalInputDelta=0.13874663040041924
New Minimum: 32.733772695064545 > 32.46128235757351
WOLFE (weak): th(12.926608140191302)=32.46128235757351; dx=-0.029293760726021446 evalInputDelta=0.4112369678914547
New Minimum: 32.46128235757351 > 31.29752217233181
END: th(51.70643256076521)=31.29752217233181; dx=-0.02664437868279024 evalInputDelta=1.574997153133154
Fitness changed from 32.872519325464964 to 31.29752217233181
Iteration 1 complete. Error: 31.29752217233181 Total: 18.1872; Orientation: 0.0033; Line Search: 11.3196
Adding measurement 5f1eca3d to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=31.29752217233181;dx=-0.02402741450585337
New Minimum: 31.29752217233181 > 28.79956791549921
END: th(111.39813200670669)=28.79956791549921; dx=-0.018098821592571663 evalInputDelta=2.4979542568325996
Fitness changed from 31.29752217233181 to 28.79956791549921
Iteration 2 complete. Error: 28.79956791549921 Total: 6.6676; Orientation: 0.0020; Line Search: 4.4386
Adding measurement 6caddec2 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=28.79956791549921;dx=-0.014723438167085292
New Minimum: 28.79956791549921 > 25.837781380861998
END: th(240.0)=25.837781380861998; dx=-0.00836896400189991 evalInputDelta=2.9617865346372128
Fitness changed from 28.79956791549921 to 25.837781380861998
Iteration 3 complete. Error: 25.837781380861998 Total: 7.5752; Orientation: 0.0019; Line Search: 5.3643
Adding measurement 1097854f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.861e+01, gradient 8.057e-02, dot -0.925; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 25.837781380861998, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 1097854f to history. Total: 3
th(0)=25.837781380861998;dx=-0.0064930548912179855
New Minimum: 25.837781380861998 > 23.04088557139039
END: th(517.0643256076521)=23.04088557139039; dx=-0.0037570551587358596 evalInputDelta=2.796895809471607
Fitness changed from 25.837781380861998 to 23.04088557139039
Iteration 4 complete. Error: 23.04088557139039 Total: 6.7228; Orientation: 0.0453; Line Search: 4.4450
Adding measurement 10cd11f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.508e+01, gradient 5.696e-02, dot -0.885; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 23.04088557139039, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 10cd11f6 to history. Total: 3
th(0)=23.04088557139039;dx=-0.0032389516669799685
New Minimum: 23.04088557139039 > 20.221716165542603
END: th(1113.981320067067)=20.221716165542603; dx=-0.0016220127563323643 evalInputDelta=2.819169405847788
Fitness changed from 23.04088557139039 to 20.221716165542603
Iteration 5 complete. Error: 20.221716165542603 Total: 6.7210; Orientation: 0.0382; Line Search: 4.4648
Adding measurement 48c303db to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.631e+01, gradient 4.212e-02, dot -0.781; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 20.221716165542603, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 48c303db to history. Total: 3
th(0)=20.221716165542603;dx=-0.0017689965073531741
New Minimum: 20.221716165542603 > 18.475514572113752
END: th(2400.0)=18.475514572113752; dx=-3.8013036284032884E-5 evalInputDelta=1.7462015934288502
Fitness changed from 20.221716165542603 to 18.475514572113752
Iteration 6 complete. Error: 18.475514572113752 Total: 6.8965; Orientation: 0.2085; Line Search: 4.4535
Adding measurement 1a7418d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.073e+01, gradient 6.385e-02, dot -0.574; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 18.475514572113752, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 1a7418d0 to history. Total: 3
th(0)=18.475514572113752;dx=-0.004063931780383501
Armijo: th(5170.6432560765215)=22.48164661973715; dx=0.0017287938176652258 evalInputDelta=-4.006132047623396
Armijo: th(2585.3216280382608)=18.929529391229153; dx=6.890994887521539E-4 evalInputDelta=-0.4540148191154003
New Minimum: 18.475514572113752 > 17.56111093237996
WOLF (strong): th(861.7738760127536)=17.56111093237996; dx=0.0011032767825602933 evalInputDelta=0.9144036397337914
END: th(215.4434690031884)=17.734444577246904; dx=-0.0024129793114852542 evalInputDelta=0.741069994866848
Fitness changed from 18.475514572113752 to 17.56111093237996
Iteration 7 complete. Error: 17.56111093237996 Total: 13.3884; Orientation: 0.0399; Line Search: 11.1296
Adding measurement 5b3b1bbf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.124e+01, gradient 4.939e-02, dot -0.480; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.56111093237996, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 5b3b1bbf to history. Total: 3
th(0)=17.56111093237996;dx=-0.0024393879150282098
New Minimum: 17.56111093237996 > 16.749799363315105
END: th(464.15888336127796)=16.749799363315105; dx=-8.542117854986693E-4 evalInputDelta=0.8113115690648556
Fitness changed from 17.56111093237996 to 16.749799363315105
Iteration 8 complete. Error: 16.749799363315105 Total: 6.7102; Orientation: 0.0402; Line Search: 4.4534
Adding measurement 514d4b9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.011e+01, gradient 2.714e-02, dot -0.607; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.749799363315105, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 514d4b9e to history. Total: 3
th(0)=16.749799363315105;dx=-7.331462950128791E-4
New Minimum: 16.749799363315105 > 16.172619074583054
END: th(1000.0000000000002)=16.172619074583054; dx=-3.830682651498829E-4 evalInputDelta=0.5771802887320518
Fitness changed from 16.749799363315105 to 16.172619074583054
Iteration 9 complete. Error: 16.172619074583054 Total: 7.7518; Orientation: 0.1234; Line Search: 5.3837
Adding measurement 4432fd84 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.632e+01, gradient 2.388e-02, dot -0.674; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 16.172619074583054, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 4432fd84 to history. Total: 3
th(0)=16.172619074583054;dx=-5.662190868166799E-4
New Minimum: 16.172619074583054 > 15.620238110423088
END: th(2154.434690031884)=15.620238110423088; dx=-4.4048244020334384E-5 evalInputDelta=0.5523809641599655
Fitness changed from 16.172619074583054 to 15.620238110423088
Iteration 10 complete. Error: 15.620238110423088 Total: 6.7515; Orientation: 0.0377; Line Search: 4.4884
Adding measurement 7997b7cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.753e+01, gradient 3.893e-02, dot -0.428; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.620238110423088, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 7997b7cf to history. Total: 3
th(0)=15.620238110423088;dx=-0.0015172185913071303
Armijo: th(4641.58883361278)=20.133424170315266; dx=8.356321608839964E-4 evalInputDelta=-4.513186059892178
Armijo: th(2320.79441680639)=17.179980982095003; dx=0.0013973870066706718 evalInputDelta=-1.559742871671915
New Minimum: 15.620238110423088 > 15.200205381959677
WOLF (strong): th(773.5981389354633)=15.200205381959677; dx=3.7787925064860394E-4 evalInputDelta=0.42003272846341133
END: th(193.39953473386583)=15.359119322150946; dx=-0.0010358119351282623 evalInputDelta=0.2611187882721424
Fitness changed from 15.620238110423088 to 15.200205381959677
Iteration 11 complete. Error: 15.200205381959677 Total: 13.4707; Orientation: 0.0355; Line Search: 11.1866
Adding measurement 51ff378 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.653e+01, gradient 3.086e-02, dot -0.467; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.200205381959677, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 51ff378 to history. Total: 3
th(0)=15.200205381959677;dx=-9.518725611035493E-4
New Minimum: 15.200205381959677 > 14.920949127525091
END: th(416.6666666666668)=14.920949127525091; dx=-3.1445626880776745E-4 evalInputDelta=0.27925625443458557
Fitness changed from 15.200205381959677 to 14.920949127525091
Iteration 12 complete. Error: 14.920949127525091 Total: 6.7226; Orientation: 0.0363; Line Search: 4.4543
Adding measurement 2fe77c6e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.137e+01, gradient 1.843e-02, dot -0.688; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.920949127525091, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 2fe77c6e to history. Total: 3
th(0)=14.920949127525091;dx=-3.393920987156118E-4
New Minimum: 14.920949127525091 > 14.651350267231464
END: th(897.6811208466186)=14.651350267231464; dx=-2.541700469354901E-4 evalInputDelta=0.2695988602936268
Fitness changed from 14.920949127525091 to 14.651350267231464
Iteration 13 complete. Error: 14.651350267231464 Total: 6.8273; Orientation: 0.0362; Line Search: 4.5531
Adding measurement 5b753b49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.270e+01, gradient 1.783e-02, dot -0.684; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.651350267231464, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 5b753b49 to history. Total: 3
th(0)=14.651350267231464;dx=-3.16770109370465E-4
New Minimum: 14.651350267231464 > 14.225077707320452
END: th(1933.9953473386588)=14.225077707320452; dx=-1.6001267901496642E-4 evalInputDelta=0.42627255991101265
Fitness changed from 14.651350267231464 to 14.225077707320452
Iteration 14 complete. Error: 14.225077707320452 Total: 6.9096; Orientation: 0.2179; Line Search: 4.4613
Adding measurement 3135e9e2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.509e+01, gradient 1.991e-02, dot -0.587; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 14.225077707320452, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 3135e9e2 to history. Total: 3
th(0)=14.225077707320452;dx=-3.9548064307110226E-4
New Minimum: 14.225077707320452 > 14.187571115791798
WOLF (strong): th(4166.666666666669)=14.187571115791798; dx=1.8273950984408412E-4 evalInputDelta=0.0375065915286541
New Minimum: 14.187571115791798 > 13.912253748625517
WOLF (strong): th(2083.3333333333344)=13.912253748625517; dx=2.834723603512146E-5 evalInputDelta=0.31282395869493484
END: th(694.4444444444448)=14.00695414841175; dx=-2.12905965346187E-4 evalInputDelta=0.21812355890870094
Fitness changed from 14.225077707320452 to 13.912253748625517
Iteration 15 complete. Error: 13.912253748625517 Total: 11.9491; Orientation: 0.0387; Line Search: 9.6844
Adding measurement 3077b0f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.673e+01, gradient 2.753e-02, dot -0.433; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.912253748625517, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 3077b0f7 to history. Total: 3
th(0)=13.912253748625517;dx=-7.56709763885298E-4
New Minimum: 13.912253748625517 > 13.70477857068181
WOLF (strong): th(1496.1352014110312)=13.70477857068181; dx=3.044996914025149E-4 evalInputDelta=0.2074751779437065
New Minimum: 13.70477857068181 > 13.586725942790508
END: th(748.0676007055156)=13.586725942790508; dx=-1.056242974007254E-4 evalInputDelta=0.3255278058350086
Fitness changed from 13.912253748625517 to 13.586725942790508
Iteration 16 complete. Error: 13.586725942790508 Total: 8.9926; Orientation: 0.0385; Line Search: 6.7158
Adding measurement 3b0c3d69 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.120e+01, gradient 1.846e-02, dot -0.597; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.586725942790508, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 3b0c3d69 to history. Total: 3
th(0)=13.586725942790508;dx=-3.4073796635718365E-4
New Minimum: 13.586725942790508 > 13.39474281296134
WOLF (strong): th(1611.6627894488824)=13.39474281296134; dx=5.1568522496421805E-5 evalInputDelta=0.19198312982916832
END: th(805.8313947244412)=13.404936879873276; dx=-1.119177018289002E-4 evalInputDelta=0.1817890629172325
Fitness changed from 13.586725942790508 to 13.39474281296134
Iteration 17 complete. Error: 13.39474281296134 Total: 9.0833; Orientation: 0.0394; Line Search: 6.8165
Adding measurement dee6923 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.919e+01, gradient 2.795e-02, dot -0.403; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.39474281296134, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement dee6923 to history. Total: 3
th(0)=13.39474281296134;dx=-7.810232945091656E-4
Armijo: th(1736.1111111111122)=13.58597120642662; dx=5.535832796642571E-4 evalInputDelta=-0.19122839346528053
New Minimum: 13.39474281296134 > 13.179750248789787
WOLF (strong): th(868.0555555555561)=13.179750248789787; dx=2.1963154327025552E-4 evalInputDelta=0.21499256417155266
END: th(289.351851851852)=13.214498270303011; dx=-3.9294038098199025E-4 evalInputDelta=0.180244542658329
Fitness changed from 13.39474281296134 to 13.179750248789787
Iteration 18 complete. Error: 13.179750248789787 Total: 11.1644; Orientation: 0.0396; Line Search: 8.9136
Adding measurement 3ee91dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.570e+01, gradient 2.358e-02, dot -0.472; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 13.179750248789787, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 3ee91dc to history. Total: 3
th(0)=13.179750248789787;dx=-5.546184119345393E-4
New Minimum: 13.179750248789787 > 12.9748529009521
END: th(623.3896672545964)=12.9748529009521; dx=-8.650683422602622E-5 evalInputDelta=0.20489734783768654
Fitness changed from 13.179750248789787 to 12.9748529009521
Iteration 19 complete. Error: 12.9748529009521 Total: 6.7424; Orientation: 0.0394; Line Search: 4.4474
Adding measurement 7a1ffee1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.773e+01, gradient 1.515e-02, dot -0.673; [db32dd3f-687f-462d-86f6-dc4025444af4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.9748529009521, 28.79956791549921, 31.29752217233181, 32.872519325464964
LBFGS Accumulation History: 3 points
Removed measurement 7a1ffee1 to history. Total: 3
th(0)=12.9748529009521;dx=-2.2904106369309656E-4
New Minimum: 12.9748529009521 > 12.768720533698797
END: th(1343.0523245407355)=12.768720533698797; dx=-8.07152261896876E-5 evalInputDelta=0.20613236725330353
Fitness changed from 12.9748529009521 to 12.768720533698797
Iteration 20 complete. Error: 12.768720533698797 Total: 6.7488; Orientation: 0.0405; Line Search: 4.4765
Final threshold in iteration 21: 12.768720533698797 (> -Infinity) after 175.983s (< 5400.000s)
