Reset training subject: 3311164704010 Reset training subject: 3315447853953 Adding measurement 7466edb1 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-1.0506779998540878;dx=-8.65793198922601E-8 New Minimum: -1.0506779998540878 > -1.0506782829761505 WOLFE (weak): th(2.154434690031884)=-1.0506782829761505; dx=-8.658112719673937E-8 evalInputDelta=2.8312206268310547E-7 New Minimum: -1.0506782829761505 > -1.0506785362958908 WOLFE (weak): th(4.308869380063768)=-1.0506785362958908; dx=-8.658553124225179E-8 evalInputDelta=5.364418029785156E-7 New Minimum: -1.0506785362958908 > -1.050679624080658 WOLFE (weak): th(12.926608140191302)=-1.050679624080658; dx=-8.656230612611278E-8 evalInputDelta=1.6242265701293945E-6 New Minimum: -1.050679624080658 > -1.0506845340132713 WOLFE (weak): th(51.70643256076521)=-1.0506845340132713; dx=-8.658264605710457E-8 evalInputDelta=6.534159183502197E-6 New Minimum: -1.0506845340132713 > -1.0507105365395546 WOLFE (weak): th(258.53216280382605)=-1.0507105365395546; dx=-8.658288653060861E-8 evalInputDelta=3.253668546676636E-5 New Minimum: -1.0507105365395546 > -1.0508731082081795 WOLFE (weak): th(1551.1929768229563)=-1.0508731082081795; dx=-8.655543351423278E-8 evalInputDelta=1.951083540916443E-4 New Minimum: -1.0508731082081795 > -1.0520421862602234 WOLFE (weak): th(10858.350837760694)=-1.0520421862602234; dx=-8.638762383504214E-8 evalInputDelta=0.001364186406135559 New Minimum: -1.0520421862602234 > -1.0614963993430138 WOLFE (weak): th(86866.80670208555)=-1.0614963993430138; dx=-8.48941850314122E-8 evalInputDelta=0.010818399488925934 New Minimum: -1.0614963993430138 > -1.1398293524980545 END: th(781801.26031877)=-1.1398293524980545; dx=-7.19458508047614E-8 evalInputDelta=0.08915135264396667 Fitness changed from -1.0506779998540878 to -1.1398293524980545 Iteration 1 complete. Error: -1.1398293524980545 Total: 60.7318; Orientation: 0.0303; Line Search: 47.1779 Iteration 1 ![Iteration 1](etc/0dcf9cff-4877-4f18-a1d8-1f3e567c78fc.jpg) Adding measurement 4fb478f9 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-1.1398293524980545;dx=-6.07860301715992E-8 New Minimum: -1.1398293524980545 > -1.254801832139492 END: th(1684339.7559414052)=-1.254801832139492; dx=-3.925350924723737E-8 evalInputDelta=0.11497247964143753 Fitness changed from -1.1398293524980545 to -1.254801832139492 Iteration 2 complete. Error: -1.254801832139492 Total: 14.1585; Orientation: 0.0291; Line Search: 9.7049 Iteration 2 ![Iteration 2](etc/0a06291e-1e46-4a5b-bccb-02669b5357df.jpg) Adding measurement 71d13695 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-1.254801832139492;dx=-2.8883746768085917E-8 New Minimum: -1.254801832139492 > -1.3458848744630814 END: th(3628800.0)=-1.3458848744630814; dx=-1.418295938276156E-8 evalInputDelta=0.09108304232358932 Fitness changed from -1.254801832139492 to -1.3458848744630814 Iteration 3 complete. Error: -1.3458848744630814 Total: 14.1236; Orientation: 0.0298; Line Search: 9.2232 Iteration 3 ![Iteration 3](etc/87ab09d2-3c84-43d7-bd00-5a515c720e49.jpg) Adding measurement 69631d16 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.041e+03, gradient 1.162e-04, dot -0.947; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.3458848744630814, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 69631d16 to history. Total: 3 th(0)=-1.3458848744630814;dx=-1.3487654344970416E-8 New Minimum: -1.3458848744630814 > -1.435728743672371 END: th(7818012.6031877)=-1.435728743672371; dx=-6.9747341297979425E-9 evalInputDelta=0.08984386920928955 Fitness changed from -1.3458848744630814 to -1.435728743672371 Iteration 4 complete. Error: -1.435728743672371 Total: 14.1496; Orientation: 0.4846; Line Search: 8.8472 Iteration 4 ![Iteration 4](etc/b5476943-dacf-458e-a2bb-95ba7b88be86.jpg) Adding measurement 328a2eac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.541e+03, gradient 1.033e-04, dot -0.789; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.435728743672371, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 328a2eac to history. Total: 3 th(0)=-1.435728743672371;dx=-1.0654221348255176E-8 Armijo: th(1.684339755941405E7)=-1.3303349167108536; dx=1.566228481760134E-8 evalInputDelta=-0.10539382696151733 New Minimum: -1.435728743672371 > -1.4717387109994888 WOLF (strong): th(8421698.779707026)=-1.4717387109994888; dx=1.7046621418989654E-9 evalInputDelta=0.03600996732711792 END: th(2807232.9265690087)=-1.4661685973405838; dx=-6.750837532843601E-9 evalInputDelta=0.03043985366821289 Fitness changed from -1.435728743672371 to -1.4717387109994888 Iteration 5 complete. Error: -1.4717387109994888 Total: 23.9918; Orientation: 0.4798; Line Search: 19.1438 Iteration 5 ![Iteration 5](etc/1ff1028c-0c41-40f3-b19f-45ca1be30f1b.jpg) Adding measurement 90649ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.786e+03, gradient 1.603e-04, dot -0.627; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.4717387109994888, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 90649ac to history. Total: 3 th(0)=-1.4717387109994888;dx=-2.568920989999874E-8 New Minimum: -1.4717387109994888 > -1.475243516266346 WOLF (strong): th(6048000.0)=-1.475243516266346; dx=1.793254893314913E-8 evalInputDelta=0.003504805266857147 New Minimum: -1.475243516266346 > -1.5278329402208328 WOLF (strong): th(3024000.0)=-1.5278329402208328; dx=4.5177262850598754E-10 evalInputDelta=0.056094229221343994 END: th(1008000.0)=-1.504822887480259; dx=-1.6525986424184727E-8 evalInputDelta=0.03308417648077011 Fitness changed from -1.4717387109994888 to -1.5278329402208328 Iteration 6 complete. Error: -1.5278329402208328 Total: 24.6257; Orientation: 0.4821; Line Search: 19.2839 Adding measurement 73bc4896 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.269e+03, gradient 8.438e-05, dot -0.795; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5278329402208328, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 73bc4896 to history. Total: 3 th(0)=-1.5278329402208328;dx=-7.093011602585652E-9 New Minimum: -1.5278329402208328 > -1.5429645329713821 END: th(2171670.1675521387)=-1.5429645329713821; dx=-5.124296199939818E-9 evalInputDelta=0.015131592750549316 Fitness changed from -1.5278329402208328 to -1.5429645329713821 Iteration 7 complete. Error: -1.5429645329713821 Total: 14.4732; Orientation: 0.4828; Line Search: 9.5619 Adding measurement 4644597b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.367e+03, gradient 7.021e-05, dot -0.909; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5429645329713821, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 4644597b to history. Total: 3 th(0)=-1.5429645329713821;dx=-4.907457284017948E-9 New Minimum: -1.5429645329713821 > -1.568320207297802 WOLFE (weak): th(4678721.544281681)=-1.568320207297802; dx=-4.543160731256462E-9 evalInputDelta=0.02535567432641983 New Minimum: -1.568320207297802 > -1.5913602262735367 END: th(9357443.088563362)=-1.5913602262735367; dx=-4.1817643865098555E-9 evalInputDelta=0.04839569330215454 Fitness changed from -1.5429645329713821 to -1.5913602262735367 Iteration 8 complete. Error: -1.5913602262735367 Total: 19.5064; Orientation: 0.4744; Line Search: 14.5888 Adding measurement 7fde9f3f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.682e+03, gradient 6.556e-05, dot -0.876; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5913602262735367, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 7fde9f3f to history. Total: 3 th(0)=-1.5913602262735367;dx=-4.283028207120616E-9 New Minimum: -1.5913602262735367 > -1.656221553683281 END: th(2.016E7)=-1.656221553683281; dx=-2.0569570110146222E-9 evalInputDelta=0.06486132740974426 Fitness changed from -1.5913602262735367 to -1.656221553683281 Iteration 9 complete. Error: -1.656221553683281 Total: 14.8336; Orientation: 0.4776; Line Search: 9.1726 Adding measurement 7425c49d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.452e+03, gradient 9.875e-05, dot -0.532; [41162c19-a033-4668-b0fe-262b56951d26 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.656221553683281, -1.254801832139492, -1.1398293524980545, -1.0506779998540878 LBFGS Accumulation History: 3 points Removed measurement 7425c49d to history. Total: 3 th(0)=-1.656221553683281;dx=-9.735914768013417E-9 Armijo: th(4.343340335104278E7)=1.6691724956035614; dx=9.808278620097726E-8 evalInputDelta=-3.3253940492868423 Armijo: th(2.171670167552139E7)=-0.9168661162257195; dx=5.0877724636787636E-8 evalInputDelta=-0.7393554374575615 Armijo: th(7238900.55850713)=-1.656014159321785; dx=8.132520809020372E-9 evalInputDelta=-2.0739436149597168E-4 New Minimum: -1.656221553683281 > -1.6754370331764221 END: th(1809725.1396267824)=-1.6754370331764221; dx=-5.672281257234246E-9 evalInputDelta=0.019215479493141174 Fitness changed from -1.656221553683281 to -1.6754370331764221 Iteration 10 complete. Error: -1.6754370331764221 Total: 27.2998; Orientation: 0.4799; Line Search: 22.4413 Iteration 10 ![Iteration 10](etc/1bdb3f33-70d4-4a44-8237-57a1c706c198.jpg) Final threshold in iteration 11: -1.6754370331764221 (> -Infinity) after 228.058s (< 3600.000s)