Reset training subject: 16509532034526 Reset training subject: 16523309504645 Adding measurement 5d714e79 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.0931093618273735;dx=-5.515449431849722E-8 New Minimum: 1.0931093618273735 > 1.093109093606472 WOLFE (weak): th(2.154434690031884)=1.093109093606472; dx=-5.515450625140043E-8 evalInputDelta=2.682209014892578E-7 New Minimum: 1.093109093606472 > 1.0931089743971825 WOLFE (weak): th(4.308869380063768)=1.0931089743971825; dx=-5.515450474842072E-8 evalInputDelta=3.8743019104003906E-7 New Minimum: 1.0931089743971825 > 1.0931084379553795 WOLFE (weak): th(12.926608140191302)=1.0931084379553795; dx=-5.5154378523536004E-8 evalInputDelta=9.238719940185547E-7 New Minimum: 1.0931084379553795 > 1.0931059271097183 WOLFE (weak): th(51.70643256076521)=1.0931059271097183; dx=-5.5154219841657166E-8 evalInputDelta=3.4347176551818848E-6 New Minimum: 1.0931059271097183 > 1.0930930078029633 WOLFE (weak): th(258.53216280382605)=1.0930930078029633; dx=-5.5153068765243194E-8 evalInputDelta=1.6354024410247803E-5 New Minimum: 1.0930930078029633 > 1.093011274933815 WOLFE (weak): th(1551.1929768229563)=1.093011274933815; dx=-5.514792532207449E-8 evalInputDelta=9.80868935585022E-5 New Minimum: 1.093011274933815 > 1.0924238413572311 WOLFE (weak): th(10858.350837760694)=1.0924238413572311; dx=-5.510372139883789E-8 evalInputDelta=6.855204701423645E-4 New Minimum: 1.0924238413572311 > 1.087644837796688 WOLFE (weak): th(86866.80670208555)=1.087644837796688; dx=-5.473615596119606E-8 evalInputDelta=0.005464524030685425 New Minimum: 1.087644837796688 > 1.0455980524420738 WOLFE (weak): th(781801.26031877)=1.0455980524420738; dx=-5.132431011229362E-8 evalInputDelta=0.04751130938529968 New Minimum: 1.0455980524420738 > 0.787270113825798 END: th(7818012.6031877)=0.787270113825798; dx=-1.869474082582425E-8 evalInputDelta=0.30583924800157547 Fitness changed from 1.0931093618273735 to 0.787270113825798 Iteration 1 complete. Error: 0.787270113825798 Total: 207.4055; Orientation: 0.0741; Line Search: 164.2275 Iteration 1 ![Iteration 1](etc/cad536c0-4efc-4b27-a8d6-8dc76d9e410d.jpg) Adding measurement 123c3fd6 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.787270113825798;dx=-3.784578772534195E-8 New Minimum: 0.787270113825798 > 0.5203494131565094 END: th(1.684339755941405E7)=0.5203494131565094; dx=-1.2636659361371334E-8 evalInputDelta=0.26692070066928864 Fitness changed from 0.787270113825798 to 0.5203494131565094 Iteration 2 complete. Error: 0.5203494131565094 Total: 43.8409; Orientation: 0.0747; Line Search: 29.6376 Iteration 2 ![Iteration 2](etc/26073d8a-ebee-4e4f-8b1c-8f54fa652125.jpg) Adding measurement 12ff4976 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.5203494131565094;dx=-4.141607749133409E-8 Armijo: th(3.6288E7)=1.2740325629711151; dx=3.3930962049657726E-8 evalInputDelta=-0.7536831498146057 Armijo: th(1.8144E7)=0.5227556824684143; dx=2.314333318736598E-8 evalInputDelta=-0.0024062693119049072 New Minimum: 0.5203494131565094 > 0.33683453500270844 END: th(6048000.0)=0.33683453500270844; dx=-1.1848182970729887E-8 evalInputDelta=0.18351487815380096 Fitness changed from 0.5203494131565094 to 0.33683453500270844 Iteration 3 complete. Error: 0.33683453500270844 Total: 72.8126; Orientation: 0.0732; Line Search: 57.1044 Iteration 3 ![Iteration 3](etc/2c08b632-56cc-44a4-901d-0f49622f4b23.jpg) Adding measurement 6bad647 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.088e+03, gradient 1.360e-04, dot -0.699; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.33683453500270844, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 6bad647 to history. Total: 3 th(0)=0.33683453500270844;dx=-1.8482952822494858E-8 New Minimum: 0.33683453500270844 > 0.17801637947559357 END: th(1.3030021005312834E7)=0.17801637947559357; dx=-1.0693811468787204E-8 evalInputDelta=0.15881815552711487 Fitness changed from 0.33683453500270844 to 0.17801637947559357 Iteration 4 complete. Error: 0.17801637947559357 Total: 43.8923; Orientation: 1.6717; Line Search: 28.6065 Iteration 4 ![Iteration 4](etc/b7d9111c-fd16-4559-a59d-a2c19f88f819.jpg) Adding measurement 4ea085b4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.477e+04, gradient 1.312e-04, dot -0.787; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.17801637947559357, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 4ea085b4 to history. Total: 3 th(0)=0.17801637947559357;dx=-1.722655012659809E-8 New Minimum: 0.17801637947559357 > 0.11860458552837372 WOLF (strong): th(2.8072329265690092E7)=0.11860458552837372; dx=5.248607455034293E-9 evalInputDelta=0.05941179394721985 New Minimum: 0.11860458552837372 > 0.04972030222415924 END: th(1.4036164632845046E7)=0.04972030222415924; dx=-3.376760486519866E-9 evalInputDelta=0.12829607725143433 Fitness changed from 0.17801637947559357 to 0.04972030222415924 Iteration 5 complete. Error: 0.04972030222415924 Total: 61.5349; Orientation: 1.8798; Line Search: 44.9093 Iteration 5 ![Iteration 5](etc/26d883df-cb75-42c5-9a9b-82782ac69af1.jpg) Adding measurement 6840f863 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.206e+03, gradient 1.534e-04, dot -0.509; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.04972030222415924, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 6840f863 to history. Total: 3 th(0)=0.04972030222415924;dx=-2.352483981038983E-8 New Minimum: 0.04972030222415924 > -0.06264107674360275 END: th(3.0240000000000007E7)=-0.06264107674360275; dx=-2.7656726807293127E-9 evalInputDelta=0.112361378967762 Fitness changed from 0.04972030222415924 to -0.06264107674360275 Iteration 6 complete. Error: -0.06264107674360275 Total: 43.6674; Orientation: 1.6288; Line Search: 28.2926 Adding measurement 30a2406f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.604e+04, gradient 1.702e-04, dot -0.402; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.06264107674360275, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 30a2406f to history. Total: 3 th(0)=-0.06264107674360275;dx=-2.8960277946377456E-8 Armijo: th(6.515010502656418E7)=1.5693950206041336; dx=3.172535746934753E-8 evalInputDelta=-1.6320360973477364 Armijo: th(3.257505251328209E7)=0.2848563492298126; dx=2.60210026270913E-8 evalInputDelta=-0.3474974259734154 New Minimum: -0.06264107674360275 > -0.2195260226726532 WOLF (strong): th(1.0858350837760696E7)=-0.2195260226726532; dx=1.5980017064088248E-9 evalInputDelta=0.15688494592905045 END: th(2714587.709440174)=-0.14261464029550552; dx=-2.0638546487876066E-8 evalInputDelta=0.07997356355190277 Fitness changed from -0.06264107674360275 to -0.2195260226726532 Iteration 7 complete. Error: -0.2195260226726532 Total: 91.0701; Orientation: 1.6328; Line Search: 74.4149 Adding measurement 1b0eed8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.372e+03, gradient 1.569e-04, dot -0.397; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2195260226726532, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 1b0eed8 to history. Total: 3 th(0)=-0.2195260226726532;dx=-2.4609302805412947E-8 New Minimum: -0.2195260226726532 > -0.2951841950416565 END: th(5848401.930352103)=-0.2951841950416565; dx=-5.056487209028988E-9 evalInputDelta=0.0756581723690033 Fitness changed from -0.2195260226726532 to -0.2951841950416565 Iteration 8 complete. Error: -0.2951841950416565 Total: 44.7489; Orientation: 1.6331; Line Search: 29.4843 Adding measurement 3fa9fb6a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.013e+04, gradient 9.719e-05, dot -0.685; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2951841950416565, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 3fa9fb6a to history. Total: 3 th(0)=-0.2951841950416565;dx=-9.446720287026281E-9 New Minimum: -0.2951841950416565 > -0.37451016902923584 END: th(1.2600000000000004E7)=-0.37451016902923584; dx=-4.825819837814562E-9 evalInputDelta=0.07932597398757935 Fitness changed from -0.2951841950416565 to -0.37451016902923584 Iteration 9 complete. Error: -0.37451016902923584 Total: 42.9616; Orientation: 1.6196; Line Search: 27.6976 Adding measurement 52f21c0c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.124e+04, gradient 9.855e-05, dot -0.550; [64d6e027-9fd3-4b1d-859b-f0540566520b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.37451016902923584, 0.5203494131565094, 0.787270113825798, 1.0931093618273735 LBFGS Accumulation History: 3 points Removed measurement 52f21c0c to history. Total: 3 th(0)=-0.37451016902923584;dx=-9.711915242401276E-9 New Minimum: -0.37451016902923584 > -0.4137292951345444 END: th(2.7145877094401743E7)=-0.4137292951345444; dx=-2.4326982863823853E-9 evalInputDelta=0.03921912610530853 Fitness changed from -0.37451016902923584 to -0.4137292951345444 Iteration 10 complete. Error: -0.4137292951345444 Total: 42.8902; Orientation: 1.6293; Line Search: 27.9479 Iteration 10 ![Iteration 10](etc/e95f5ffc-c7f9-4d99-ba6a-dc87855ce890.jpg) Final threshold in iteration 11: -0.4137292951345444 (> -Infinity) after 695.125s (< 3600.000s)