Reset training subject: 1284084549652 Reset training subject: 1301144850863 Adding measurement 1de58065 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=5.310322880744934;dx=-1.2103718964664858E-6 New Minimum: 5.310322880744934 > 5.310317903757095 WOLFE (weak): th(2.154434690031884)=5.310317903757095; dx=-1.2053019499619007E-6 evalInputDelta=4.976987838745117E-6 New Minimum: 5.310317903757095 > 5.3103132247924805 WOLFE (weak): th(4.308869380063768)=5.3103132247924805; dx=-1.2051802219793717E-6 evalInputDelta=9.655952453613281E-6 New Minimum: 5.3103132247924805 > 5.310294806957245 WOLFE (weak): th(12.926608140191302)=5.310294806957245; dx=-1.2027290542324998E-6 evalInputDelta=2.8073787689208984E-5 New Minimum: 5.310294806957245 > 5.310210019350052 WOLFE (weak): th(51.70643256076521)=5.310210019350052; dx=-1.2015346864076915E-6 evalInputDelta=1.1286139488220215E-4 New Minimum: 5.310210019350052 > 5.3097571432590485 WOLFE (weak): th(258.53216280382605)=5.3097571432590485; dx=-1.2037640580711282E-6 evalInputDelta=5.657374858856201E-4 New Minimum: 5.3097571432590485 > 5.306927502155304 WOLFE (weak): th(1551.1929768229563)=5.306927502155304; dx=-1.2031734296959712E-6 evalInputDelta=0.003395378589630127 New Minimum: 5.306927502155304 > 5.286618024110794 WOLFE (weak): th(10858.350837760694)=5.286618024110794; dx=-1.198979679725835E-6 evalInputDelta=0.023704856634140015 New Minimum: 5.286618024110794 > 5.113806188106537 WOLFE (weak): th(86866.80670208555)=5.113806188106537; dx=-1.1616171517151197E-6 evalInputDelta=0.19651669263839722 New Minimum: 5.113806188106537 > 3.978100672364235 END: th(781801.26031877)=3.978100672364235; dx=-6.555424801323928E-7 evalInputDelta=1.3322222083806992 Fitness changed from 5.310322880744934 to 3.978100672364235 Iteration 1 complete. Error: 3.978100672364235 Total: 217.4520; Orientation: 0.0523; Line Search: 167.0661 Iteration 1 ![Iteration 1](etc/cbb46c3b-4ea7-471e-972c-a984558c4d17.jpg) Adding measurement 7a2a200d to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=3.978100672364235;dx=-5.973506776761183E-7 New Minimum: 3.978100672364235 > 2.531089335680008 END: th(1684339.7559414052)=2.531089335680008; dx=-3.061027991710529E-7 evalInputDelta=1.447011336684227 Fitness changed from 3.978100672364235 to 2.531089335680008 Iteration 2 complete. Error: 2.531089335680008 Total: 50.3565; Orientation: 0.0151; Line Search: 33.7058 Iteration 2 ![Iteration 2](etc/3606edde-3121-486d-a5af-ef70f59e9f04.jpg) Adding measurement 5f5e6f2c to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.531089335680008;dx=-3.030052612529976E-7 New Minimum: 2.531089335680008 > 0.951094850897789 END: th(3628800.0)=0.951094850897789; dx=-1.568994032884672E-7 evalInputDelta=1.579994484782219 Fitness changed from 2.531089335680008 to 0.951094850897789 Iteration 3 complete. Error: 0.951094850897789 Total: 50.2273; Orientation: 0.0166; Line Search: 33.3449 Iteration 3 ![Iteration 3](etc/2947bb03-7635-484d-8114-dbc45295ac2a.jpg) Adding measurement 557cb1b5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.821e+03, gradient 4.340e-04, dot -0.770; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.951094850897789, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 557cb1b5 to history. Total: 3 th(0)=0.951094850897789;dx=-1.839112378470641E-7 New Minimum: 0.951094850897789 > -0.8334445953369141 END: th(7818012.6031877)=-0.8334445953369141; dx=-6.53780688001758E-8 evalInputDelta=1.784539446234703 Fitness changed from 0.951094850897789 to -0.8334445953369141 Iteration 4 complete. Error: -0.8334445953369141 Total: 51.1595; Orientation: 0.3913; Line Search: 34.1415 Iteration 4 ![Iteration 4](etc/7a47e969-afe1-423b-90e0-b3be9f7e7e8f.jpg) Adding measurement 439e3e81 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.867e+03, gradient 4.447e-04, dot -0.544; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8334445953369141, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 439e3e81 to history. Total: 3 th(0)=-0.8334445953369141;dx=-1.9662705811003334E-7 New Minimum: -0.8334445953369141 > -2.4233697950839996 END: th(1.684339755941405E7)=-2.4233697950839996; dx=-2.5875961640445993E-8 evalInputDelta=1.5899251997470856 Fitness changed from -0.8334445953369141 to -2.4233697950839996 Iteration 5 complete. Error: -2.4233697950839996 Total: 50.0245; Orientation: 0.3927; Line Search: 32.6014 Iteration 5 ![Iteration 5](etc/b827c688-1aaf-4c0f-9103-338d5725c784.jpg) Adding measurement 64165d57 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.372e+03, gradient 3.666e-04, dot -0.374; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.4233697950839996, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 64165d57 to history. Total: 3 th(0)=-2.4233697950839996;dx=-1.327729722076079E-7 New Minimum: -2.4233697950839996 > -3.098047286272049 WOLF (strong): th(3.6288E7)=-3.098047286272049; dx=9.007904028311586E-9 evalInputDelta=0.6746774911880493 New Minimum: -3.098047286272049 > -3.439966768026352 END: th(1.8144E7)=-3.439966768026352; dx=-2.940936806212499E-10 evalInputDelta=1.0165969729423523 Fitness changed from -2.4233697950839996 to -3.439966768026352 Iteration 6 complete. Error: -3.439966768026352 Total: 66.4570; Orientation: 0.3916; Line Search: 49.5163 Adding measurement 611b2ee to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.120e+03, gradient 4.220e-04, dot -0.278; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.439966768026352, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 611b2ee to history. Total: 3 th(0)=-3.439966768026352;dx=-1.7628855288578146E-7 Armijo: th(3.90900630159385E7)=-2.916451632976532; dx=1.345860394252458E-8 evalInputDelta=-0.52351513504982 New Minimum: -3.439966768026352 > -3.6543713063001633 WOLF (strong): th(1.954503150796925E7)=-3.6543713063001633; dx=2.3233988240045403E-8 evalInputDelta=0.21440453827381134 New Minimum: -3.6543713063001633 > -4.244645103812218 END: th(6515010.502656416)=-4.244645103812218; dx=-1.86205876969596E-9 evalInputDelta=0.8046783357858658 Fitness changed from -3.439966768026352 to -4.244645103812218 Iteration 7 complete. Error: -4.244645103812218 Total: 83.2096; Orientation: 0.3961; Line Search: 66.7153 Adding measurement 4781677c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.794e+03, gradient 2.631e-04, dot -0.337; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.244645103812218, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 4781677c to history. Total: 3 th(0)=-4.244645103812218;dx=-6.857732468351512E-8 New Minimum: -4.244645103812218 > -4.571680545806885 WOLF (strong): th(1.4036164632845044E7)=-4.571680545806885; dx=1.1178941373856396E-8 evalInputDelta=0.32703544199466705 New Minimum: -4.571680545806885 > -4.682261735200882 END: th(7018082.316422522)=-4.682261735200882; dx=-3.0531640312096013E-9 evalInputDelta=0.43761663138866425 Fitness changed from -4.244645103812218 to -4.682261735200882 Iteration 8 complete. Error: -4.682261735200882 Total: 67.9832; Orientation: 0.4138; Line Search: 50.7385 Adding measurement 21c64c91 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.838e+03, gradient 2.316e-04, dot -0.358; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.682261735200882, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 21c64c91 to history. Total: 3 th(0)=-4.682261735200882;dx=-5.305740045003386E-8 Armijo: th(1.5120000000000002E7)=-4.513905391097069; dx=2.9052810170410907E-8 evalInputDelta=-0.16835634410381317 New Minimum: -4.682261735200882 > -4.911400772631168 WOLF (strong): th(7560000.000000001)=-4.911400772631168; dx=8.841833209380692E-9 evalInputDelta=0.2291390374302864 END: th(2520000.0000000005)=-4.8748157024383545; dx=-2.7215470234520957E-8 evalInputDelta=0.19255396723747253 Fitness changed from -4.682261735200882 to -4.911400772631168 Iteration 9 complete. Error: -4.911400772631168 Total: 84.1797; Orientation: 0.3900; Line Search: 67.3313 Adding measurement 18b68ef2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.878e+03, gradient 2.431e-04, dot -0.338; [8293e8fd-36db-4bfb-8193-beb6d2f78533 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.911400772631168, 2.531089335680008, 3.978100672364235, 5.310322880744934 LBFGS Accumulation History: 3 points Removed measurement 18b68ef2 to history. Total: 3 th(0)=-4.911400772631168;dx=-5.867239281742804E-8 New Minimum: -4.911400772631168 > -5.1691442131996155 WOLF (strong): th(5429175.418880348)=-5.1691442131996155; dx=9.29871342735708E-9 evalInputDelta=0.2577434405684471 END: th(2714587.709440174)=-5.146617531776428; dx=-1.979626121133181E-8 evalInputDelta=0.23521675914525986 Fitness changed from -4.911400772631168 to -5.1691442131996155 Iteration 10 complete. Error: -5.1691442131996155 Total: 65.8180; Orientation: 0.3981; Line Search: 48.3831 Iteration 10 ![Iteration 10](etc/887e6b0e-c6c1-44e9-a347-489caa40ebea.jpg) Final threshold in iteration 11: -5.1691442131996155 (> -Infinity) after 787.027s (< 1800.000s)