Reset training subject: 1422918254191600
Reset training subject: 1422920781218400
Adding measurement 71b6172c to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=75.88916859775782;dx=-0.002498456991897815
New Minimum: 75.88916859775782 > 75.88638257049024
WOLFE (weak): th(2.154434690031884)=75.88638257049024; dx=-0.0025006315957253485 evalInputDelta=0.002786027267575264
New Minimum: 75.88638257049024 > 75.88290203735232
WOLFE (weak): th(4.308869380063768)=75.88290203735232; dx=-0.0025025618774919016 evalInputDelta=0.006266560405492783
New Minimum: 75.88290203735232 > 75.87157259881496
WOLFE (weak): th(12.926608140191302)=75.87157259881496; dx=-0.0025095453251915826 evalInputDelta=0.01759599894285202
New Minimum: 75.87157259881496 > 75.82102459855378
WOLFE (weak): th(51.70643256076521)=75.82102459855378; dx=-0.002540488292149866 evalInputDelta=0.06814399920403957
New Minimum: 75.82102459855378 > 75.55311139859259
WOLFE (weak): th(258.53216280382605)=75.55311139859259; dx=-0.002387098459785868 evalInputDelta=0.33605719916522503
New Minimum: 75.55311139859259 > 73.91387128829956
END: th(1551.1929768229563)=73.91387128829956; dx=-0.002221256533368851 evalInputDelta=1.9752973094582558
Fitness changed from 75.88916859775782 to 73.91387128829956
Iteration 1 complete. Error: 73.91387128829956 Total: 24.8157; Orientation: 0.0134; Line Search: 17.1396
Iteration 1
Adding measurement 662e682a to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=73.91387128829956;dx=-0.0022995877737191123
New Minimum: 73.91387128829956 > 70.37916477676481
END: th(3341.943960201201)=70.37916477676481; dx=-0.0019973498638888782 evalInputDelta=3.5347065115347505
Fitness changed from 73.91387128829956 to 70.37916477676481
Iteration 2 complete. Error: 70.37916477676481 Total: 7.3585; Orientation: 0.0046; Line Search: 5.0156
Iteration 2
Adding measurement 11b32a14 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=70.37916477676481;dx=-0.001934161507526825
New Minimum: 70.37916477676481 > 64.01123348623514
END: th(7200.000000000001)=64.01123348623514; dx=-0.0016164044502847501 evalInputDelta=6.367931290529668
Fitness changed from 70.37916477676481 to 64.01123348623514
Iteration 3 complete. Error: 64.01123348623514 Total: 7.2810; Orientation: 0.0033; Line Search: 4.9364
Iteration 3
Adding measurement 7fad214a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.027e+03, gradient 3.835e-02, dot -0.999; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 75.88916859775782, 73.91387128829956, 70.37916477676481, 64.01123348623514
LBFGS Accumulation History: 3 points
Removed measurement 71b6172c to history. Total: 4
th(0)=64.01123348623514;dx=-0.0014710663799289497
New Minimum: 64.01123348623514 > 54.07127995416522
END: th(15511.929768229566)=54.07127995416522; dx=-0.001096689341098168 evalInputDelta=9.939953532069921
Fitness changed from 64.01123348623514 to 54.07127995416522
Iteration 4 complete. Error: 54.07127995416522 Total: 7.4806; Orientation: 0.1045; Line Search: 5.0194
Iteration 4
Adding measurement 7ea2412c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.729e+03, gradient 2.944e-02, dot -0.985; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 73.91387128829956, 70.37916477676481, 64.01123348623514, 54.07127995416522
LBFGS Accumulation History: 3 points
Removed measurement 662e682a to history. Total: 4
th(0)=54.07127995416522;dx=-8.66577322111792E-4
New Minimum: 54.07127995416522 > 42.733843453228474
END: th(33419.43960201202)=42.733843453228474; dx=-5.044521824720394E-4 evalInputDelta=11.337436500936747
Fitness changed from 54.07127995416522 to 42.733843453228474
Iteration 5 complete. Error: 42.733843453228474 Total: 7.1209; Orientation: 0.0904; Line Search: 4.6751
Iteration 5
Adding measurement 40ef0af8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.878e+03, gradient 1.785e-02, dot -0.986; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 70.37916477676481, 64.01123348623514, 54.07127995416522, 42.733843453228474
LBFGS Accumulation History: 3 points
Removed measurement 11b32a14 to history. Total: 4
th(0)=42.733843453228474;dx=-3.186785056897422E-4
New Minimum: 42.733843453228474 > 34.2108498364687
END: th(72000.00000000003)=34.2108498364687; dx=-1.725609284298209E-4 evalInputDelta=8.522993616759777
Fitness changed from 42.733843453228474 to 34.2108498364687
Iteration 6 complete. Error: 34.2108498364687 Total: 7.6791; Orientation: 0.0993; Line Search: 5.1809
Adding measurement 2001e48c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.616e+03, gradient 1.096e-02, dot -0.999; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 64.01123348623514, 54.07127995416522, 42.733843453228474, 34.2108498364687
LBFGS Accumulation History: 3 points
Removed measurement 7fad214a to history. Total: 4
th(0)=34.2108498364687;dx=-1.2021704749547374E-4
New Minimum: 34.2108498364687 > 26.535576820373535
END: th(155119.2976822957)=26.535576820373535; dx=-8.192168009715942E-5 evalInputDelta=7.675273016095161
Fitness changed from 34.2108498364687 to 26.535576820373535
Iteration 7 complete. Error: 26.535576820373535 Total: 7.5207; Orientation: 0.0897; Line Search: 5.0548
Adding measurement 1150d471 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.935e+03, gradient 8.378e-03, dot -0.994; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 54.07127995416522, 42.733843453228474, 34.2108498364687, 26.535576820373535
LBFGS Accumulation History: 3 points
Removed measurement 7ea2412c to history. Total: 4
th(0)=26.535576820373535;dx=-7.018879514796823E-5
New Minimum: 26.535576820373535 > 17.29744789004326
END: th(334194.39602012024)=17.29744789004326; dx=-4.247228841140442E-5 evalInputDelta=9.238128930330276
Fitness changed from 26.535576820373535 to 17.29744789004326
Iteration 8 complete. Error: 17.29744789004326 Total: 7.1212; Orientation: 0.0884; Line Search: 4.6717
Adding measurement 3cdc7b09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.193e+03, gradient 6.512e-03, dot -0.953; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 42.733843453228474, 34.2108498364687, 26.535576820373535, 17.29744789004326
LBFGS Accumulation History: 3 points
Removed measurement 40ef0af8 to history. Total: 4
th(0)=17.29744789004326;dx=-4.240550224121485E-5
New Minimum: 17.29744789004326 > 7.947302803397179
END: th(720000.0000000003)=7.947302803397179; dx=-1.468008999685621E-5 evalInputDelta=9.35014508664608
Fitness changed from 17.29744789004326 to 7.947302803397179
Iteration 9 complete. Error: 7.947302803397179 Total: 7.7106; Orientation: 0.0912; Line Search: 5.1847
Adding measurement 7a9ceddf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.011e+03, gradient 7.236e-03, dot -0.645; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 34.2108498364687, 26.535576820373535, 17.29744789004326, 7.947302803397179
LBFGS Accumulation History: 3 points
Removed measurement 2001e48c to history. Total: 4
th(0)=7.947302803397179;dx=-5.235851963434375E-5
Armijo: th(1551192.9768229572)=18.86769038438797; dx=5.659729454375483E-5 evalInputDelta=-10.920387580990791
New Minimum: 7.947302803397179 > 5.00636251270771
WOLF (strong): th(775596.4884114786)=5.00636251270771; dx=1.6465092307440004E-5 evalInputDelta=2.9409402906894684
New Minimum: 5.00636251270771 > 3.7917168363928795
END: th(258532.16280382618)=3.7917168363928795; dx=-1.5043733584553253E-5 evalInputDelta=4.155585967004299
Fitness changed from 7.947302803397179 to 3.7917168363928795
Iteration 10 complete. Error: 3.7917168363928795 Total: 12.2951; Orientation: 0.0878; Line Search: 9.8591
Iteration 10
Adding measurement 33feda48 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.500e+03, gradient 5.620e-03, dot -0.753; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 26.535576820373535, 17.29744789004326, 7.947302803397179, 3.7917168363928795
LBFGS Accumulation History: 3 points
Removed measurement 1150d471 to history. Total: 4
th(0)=3.7917168363928795;dx=-3.15820062114995E-5
New Minimum: 3.7917168363928795 > -1.1869045794010162
END: th(556990.6600335338)=-1.1869045794010162; dx=-8.223315635191143E-6 evalInputDelta=4.978621415793896
Fitness changed from 3.7917168363928795 to -1.1869045794010162
Iteration 11 complete. Error: -1.1869045794010162 Total: 7.6650; Orientation: 0.0877; Line Search: 5.2180
Adding measurement 6dce59e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.154e+04, gradient 7.017e-03, dot -0.611; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 17.29744789004326, 7.947302803397179, 3.7917168363928795, -1.1869045794010162
LBFGS Accumulation History: 3 points
Removed measurement 3cdc7b09 to history. Total: 4
th(0)=-1.1869045794010162;dx=-4.9244859355789354E-5
Armijo: th(1200000.0000000007)=3.1870899349451065; dx=4.203174464508395E-5 evalInputDelta=-4.373994514346123
New Minimum: -1.1869045794010162 > -4.6372499614953995
WOLF (strong): th(600000.0000000003)=-4.6372499614953995; dx=1.08782650604703E-5 evalInputDelta=3.4503453820943832
END: th(200000.00000000012)=-4.479297213256359; dx=-1.9134425356410352E-5 evalInputDelta=3.292392633855343
Fitness changed from -1.1869045794010162 to -4.6372499614953995
Iteration 12 complete. Error: -4.6372499614953995 Total: 11.8445; Orientation: 0.0860; Line Search: 9.4005
Adding measurement 4f59a516 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.652e+03, gradient 8.363e-03, dot -0.587; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.947302803397179, 3.7917168363928795, -1.1869045794010162, -4.6372499614953995
LBFGS Accumulation History: 3 points
Removed measurement 7a9ceddf to history. Total: 4
th(0)=-4.6372499614953995;dx=-6.99434812661331E-5
New Minimum: -4.6372499614953995 > -11.708176508545876
WOLF (strong): th(430886.938006377)=-11.708176508545876; dx=9.968412050342573E-8 evalInputDelta=7.070926547050476
END: th(215443.4690031885)=-10.11559896916151; dx=-2.9853963895966255E-5 evalInputDelta=5.478349007666111
Fitness changed from -4.6372499614953995 to -11.708176508545876
Iteration 13 complete. Error: -11.708176508545876 Total: 10.0247; Orientation: 0.0846; Line Search: 7.0764
Adding measurement 41bfa9e9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.093e+04, gradient 5.825e-03, dot -0.750; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7917168363928795, -1.1869045794010162, -4.6372499614953995, -11.708176508545876
LBFGS Accumulation History: 3 points
Removed measurement 33feda48 to history. Total: 4
th(0)=-11.708176508545876;dx=-3.393150365817236E-5
New Minimum: -11.708176508545876 > -16.60209771245718
END: th(464158.8833612782)=-16.60209771245718; dx=-1.0609240189184671E-5 evalInputDelta=4.8939212039113045
Fitness changed from -11.708176508545876 to -16.60209771245718
Iteration 14 complete. Error: -16.60209771245718 Total: 7.7130; Orientation: 0.0858; Line Search: 5.2629
Adding measurement 13803a94 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.218e+03, gradient 5.183e-03, dot -0.793; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1869045794010162, -4.6372499614953995, -11.708176508545876, -16.60209771245718
LBFGS Accumulation History: 3 points
Removed measurement 6dce59e to history. Total: 4
th(0)=-16.60209771245718;dx=-2.685997024078374E-5
New Minimum: -16.60209771245718 > -22.6600840985775
END: th(1000000.0000000007)=-22.6600840985775; dx=-2.2820425286264288E-6 evalInputDelta=6.057986386120319
Fitness changed from -16.60209771245718 to -22.6600840985775
Iteration 15 complete. Error: -22.6600840985775 Total: 7.1479; Orientation: 0.0860; Line Search: 4.7205
Iteration 15
Adding measurement 23cd5d42 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.180e+04, gradient 7.619e-03, dot -0.548; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.6372499614953995, -11.708176508545876, -16.60209771245718, -22.6600840985775
LBFGS Accumulation History: 3 points
Removed measurement 4f59a516 to history. Total: 4
th(0)=-22.6600840985775;dx=-5.805122102782186E-5
Armijo: th(2154434.690031885)=20.14189024269581; dx=1.1407101622732832E-4 evalInputDelta=-42.80197434127331
Armijo: th(1077217.3450159426)=-21.86982326209545; dx=4.7278791694476114E-5 evalInputDelta=-0.790260836482048
New Minimum: -22.6600840985775 > -28.8325457572937
END: th(359072.44833864755)=-28.8325457572937; dx=-1.3354106982457989E-5 evalInputDelta=6.172461658716202
Fitness changed from -22.6600840985775 to -28.8325457572937
Iteration 16 complete. Error: -28.8325457572937 Total: 12.2720; Orientation: 0.0855; Line Search: 9.8099
Adding measurement 39da5e49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.438e+04, gradient 4.684e-03, dot -0.861; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.708176508545876, -16.60209771245718, -22.6600840985775, -28.8325457572937
LBFGS Accumulation History: 3 points
Removed measurement 41bfa9e9 to history. Total: 4
th(0)=-28.8325457572937;dx=-2.193608865861791E-5
New Minimum: -28.8325457572937 > -35.22449982352555
END: th(773598.1389354637)=-35.22449982352555; dx=-1.2199564841238277E-5 evalInputDelta=6.391954066231847
Fitness changed from -28.8325457572937 to -35.22449982352555
Iteration 17 complete. Error: -35.22449982352555 Total: 7.5472; Orientation: 0.0858; Line Search: 5.1180
Adding measurement 4971f459 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.275e+04, gradient 5.209e-03, dot -0.754; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -16.60209771245718, -22.6600840985775, -28.8325457572937, -35.22449982352555
LBFGS Accumulation History: 3 points
Removed measurement 13803a94 to history. Total: 4
th(0)=-35.22449982352555;dx=-2.7136680587738956E-5
New Minimum: -35.22449982352555 > -36.747185010463
WOLF (strong): th(1666666.666666668)=-36.747185010463; dx=2.3844569817385595E-5 evalInputDelta=1.5226851869374514
New Minimum: -36.747185010463 > -40.631152076646686
END: th(833333.333333334)=-40.631152076646686; dx=-4.072939746662202E-6 evalInputDelta=5.406652253121138
Fitness changed from -35.22449982352555 to -40.631152076646686
Iteration 18 complete. Error: -40.631152076646686 Total: 9.4844; Orientation: 0.0850; Line Search: 7.0802
Adding measurement 2be818da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.995e+04, gradient 6.380e-03, dot -0.621; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.6600840985775, -28.8325457572937, -35.22449982352555, -40.631152076646686
LBFGS Accumulation History: 3 points
Removed measurement 23cd5d42 to history. Total: 4
th(0)=-40.631152076646686;dx=-4.070513500744829E-5
Armijo: th(1795362.2416932378)=-21.533830769360065; dx=6.268155398085391E-5 evalInputDelta=-19.09732130728662
New Minimum: -40.631152076646686 > -41.04683396872133
WOLF (strong): th(897681.1208466189)=-41.04683396872133; dx=2.9092423087012265E-5 evalInputDelta=0.41568189207464457
New Minimum: -41.04683396872133 > -44.74828749476001
END: th(299227.0402822063)=-44.74828749476001; dx=-1.5258421259041412E-5 evalInputDelta=4.117135418113321
Fitness changed from -40.631152076646686 to -44.74828749476001
Iteration 19 complete. Error: -44.74828749476001 Total: 12.2524; Orientation: 0.0838; Line Search: 9.8420
Adding measurement 3ca14cf4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.779e+04, gradient 4.051e-03, dot -0.874; [4b66afbf-43a3-417f-8e6c-df00517c7e49 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.8325457572937, -35.22449982352555, -40.631152076646686, -44.74828749476001
LBFGS Accumulation History: 3 points
Removed measurement 39da5e49 to history. Total: 4
th(0)=-44.74828749476001;dx=-1.641371907431845E-5
New Minimum: -44.74828749476001 > -45.952533564995974
WOLF (strong): th(644665.1157795532)=-45.952533564995974; dx=2.288122923848917E-6 evalInputDelta=1.2042460702359676
New Minimum: -45.952533564995974 > -46.110864504938945
END: th(322332.5578897766)=-46.110864504938945; dx=-3.3186308936529942E-6 evalInputDelta=1.3625770101789385
Fitness changed from -44.74828749476001 to -46.110864504938945
Iteration 20 complete. Error: -46.110864504938945 Total: 9.9706; Orientation: 0.0855; Line Search: 7.5736
Iteration 20
Final threshold in iteration 21: -46.110864504938945 (> -Infinity) after 192.314s (< 3600.000s)