Reset training subject: 2657380361108 Reset training subject: 2659834017470 Adding measurement 491e8864 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.22367987036705;dx=-2.0454529207868077E-7 New Minimum: 2.22367987036705 > 2.223679319024086 WOLFE (weak): th(2.154434690031884)=2.223679319024086; dx=-2.0446396993005403E-7 evalInputDelta=5.513429641723633E-7 New Minimum: 2.223679319024086 > 2.223678708076477 WOLFE (weak): th(4.308869380063768)=2.223678708076477; dx=-2.0455389008451053E-7 evalInputDelta=1.1622905731201172E-6 New Minimum: 2.223678708076477 > 2.2236763536930084 WOLFE (weak): th(12.926608140191302)=2.2236763536930084; dx=-2.0465611654766363E-7 evalInputDelta=3.516674041748047E-6 New Minimum: 2.2236763536930084 > 2.223666489124298 WOLFE (weak): th(51.70643256076521)=2.223666489124298; dx=-2.0320153271706293E-7 evalInputDelta=1.3381242752075195E-5 New Minimum: 2.223666489124298 > 2.2236133217811584 WOLFE (weak): th(258.53216280382605)=2.2236133217811584; dx=-2.045454254461782E-7 evalInputDelta=6.654858589172363E-5 New Minimum: 2.2236133217811584 > 2.223281115293503 WOLFE (weak): th(1551.1929768229563)=2.223281115293503; dx=-2.0453598815583533E-7 evalInputDelta=3.987550735473633E-4 New Minimum: 2.223281115293503 > 2.220888152718544 WOLFE (weak): th(10858.350837760694)=2.220888152718544; dx=-2.0430204032479964E-7 evalInputDelta=0.0027917176485061646 New Minimum: 2.220888152718544 > 2.2014588862657547 WOLFE (weak): th(86866.80670208555)=2.2014588862657547; dx=-2.0234114531039236E-7 evalInputDelta=0.02222098410129547 New Minimum: 2.2014588862657547 > 2.0333630591630936 END: th(781801.26031877)=2.0333630591630936; dx=-1.8335052450396672E-7 evalInputDelta=0.1903168112039566 Fitness changed from 2.22367987036705 to 2.0333630591630936 Iteration 1 complete. Error: 2.0333630591630936 Total: 32.7894; Orientation: 0.0088; Line Search: 25.3155 Iteration 1 ![Iteration 1](etc/38084f4f-2e6a-4ebb-b9b0-4c50ad05081e.jpg) Adding measurement 43873fb0 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.0333630591630936;dx=-1.7231898811884087E-7 New Minimum: 2.0333630591630936 > 1.7082927078008652 END: th(1684339.7559414052)=1.7082927078008652; dx=-1.403570917049118E-7 evalInputDelta=0.3250703513622284 Fitness changed from 2.0333630591630936 to 1.7082927078008652 Iteration 2 complete. Error: 1.7082927078008652 Total: 7.4704; Orientation: 0.0092; Line Search: 4.9485 Iteration 2 ![Iteration 2](etc/170d4c5b-98bb-45cd-b5bd-7e80ecfcf2d4.jpg) Adding measurement 59ef9606 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=1.7082927078008652;dx=-1.2933930460175916E-7 New Minimum: 1.7082927078008652 > 1.2233755737543106 END: th(3628800.0)=1.2233755737543106; dx=-9.191297400073715E-8 evalInputDelta=0.48491713404655457 Fitness changed from 1.7082927078008652 to 1.2233755737543106 Iteration 3 complete. Error: 1.2233755737543106 Total: 7.6354; Orientation: 0.0091; Line Search: 5.0099 Iteration 3 ![Iteration 3](etc/ee420537-af38-467c-978c-deabc77edd14.jpg) Adding measurement 11304381 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.297e+03, gradient 2.961e-04, dot -0.899; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2233755737543106, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 11304381 to history. Total: 3 th(0)=1.2233755737543106;dx=-8.731583111758483E-8 New Minimum: 1.2233755737543106 > 0.6413051784038544 END: th(7818012.6031877)=0.6413051784038544; dx=-4.732444068650906E-8 evalInputDelta=0.5820703953504562 Fitness changed from 1.2233755737543106 to 0.6413051784038544 Iteration 4 complete. Error: 0.6413051784038544 Total: 8.5641; Orientation: 0.2160; Line Search: 5.9213 Iteration 4 ![Iteration 4](etc/4ab0efc5-05ac-41c3-a28c-d34d992506a4.jpg) Adding measurement 3a95553e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.067e+03, gradient 2.532e-04, dot -0.734; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.6413051784038544, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 3a95553e to history. Total: 3 th(0)=0.6413051784038544;dx=-6.392309917009906E-8 New Minimum: 0.6413051784038544 > 0.1573624610900879 END: th(1.684339755941405E7)=0.1573624610900879; dx=-1.3784468587218726E-8 evalInputDelta=0.4839427173137665 Fitness changed from 0.6413051784038544 to 0.1573624610900879 Iteration 5 complete. Error: 0.1573624610900879 Total: 7.5346; Orientation: 0.2723; Line Search: 4.6971 Iteration 5 ![Iteration 5](etc/259995c9-d66c-4f9a-b1b0-7d3da91f2f5d.jpg) Adding measurement 20faad6c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.590e+03, gradient 2.482e-04, dot -0.474; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.1573624610900879, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 20faad6c to history. Total: 3 th(0)=0.1573624610900879;dx=-6.144690222709347E-8 New Minimum: 0.1573624610900879 > 0.15247905254364014 WOLF (strong): th(3.6288E7)=0.15247905254364014; dx=1.095220600077372E-8 evalInputDelta=0.004883408546447754 New Minimum: 0.15247905254364014 > -0.26102757453918457 WOLF (strong): th(1.8144E7)=-0.26102757453918457; dx=3.9800638729380406E-9 evalInputDelta=0.41839003562927246 END: th(6048000.0)=-0.18783259391784668; dx=-3.057476655638937E-8 evalInputDelta=0.34519505500793457 Fitness changed from 0.1573624610900879 to -0.26102757453918457 Iteration 6 complete. Error: -0.26102757453918457 Total: 12.5844; Orientation: 0.2163; Line Search: 9.9178 Adding measurement 69fd575a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.313e+03, gradient 2.418e-04, dot -0.396; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.26102757453918457, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 69fd575a to history. Total: 3 th(0)=-0.26102757453918457;dx=-5.835937624308856E-8 New Minimum: -0.26102757453918457 > -0.6662525087594986 WOLF (strong): th(1.3030021005312834E7)=-0.6662525087594986; dx=7.605177157493339E-11 evalInputDelta=0.405224934220314 END: th(6515010.502656417)=-0.6010071188211441; dx=-2.551867516197352E-8 evalInputDelta=0.33997954428195953 Fitness changed from -0.26102757453918457 to -0.6662525087594986 Iteration 7 complete. Error: -0.6662525087594986 Total: 10.4027; Orientation: 0.3363; Line Search: 7.5926 Adding measurement 2efb3a0e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.266e+03, gradient 1.886e-04, dot -0.458; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6662525087594986, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 2efb3a0e to history. Total: 3 th(0)=-0.6662525087594986;dx=-3.550398588297987E-8 New Minimum: -0.6662525087594986 > -0.9153652489185333 WOLF (strong): th(1.4036164632845046E7)=-0.9153652489185333; dx=3.292910687973051E-9 evalInputDelta=0.24911274015903473 END: th(7018082.316422523)=-0.8845231086015701; dx=-1.503590382552933E-8 evalInputDelta=0.21827059984207153 Fitness changed from -0.6662525087594986 to -0.9153652489185333 Iteration 8 complete. Error: -0.9153652489185333 Total: 11.0515; Orientation: 0.3069; Line Search: 8.0614 Adding measurement bda2c14 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.176e+03, gradient 1.947e-04, dot -0.416; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9153652489185333, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement bda2c14 to history. Total: 3 th(0)=-0.9153652489185333;dx=-3.7779786724565446E-8 New Minimum: -0.9153652489185333 > -0.9854956567287445 WOLF (strong): th(1.5120000000000004E7)=-0.9854956567287445; dx=1.6375119337361134E-8 evalInputDelta=0.07013040781021118 New Minimum: -0.9854956567287445 > -1.0848155468702316 END: th(7560000.000000002)=-1.0848155468702316; dx=-4.050190530140585E-9 evalInputDelta=0.1694502979516983 Fitness changed from -0.9153652489185333 to -1.0848155468702316 Iteration 9 complete. Error: -1.0848155468702316 Total: 10.2250; Orientation: 0.2168; Line Search: 7.6241 Adding measurement 42ecfa93 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.079e+03, gradient 1.364e-04, dot -0.556; [3df338f3-6ddc-4344-b3b3-73941fb0bb1f = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0848155468702316, 1.7082927078008652, 2.0333630591630936, 2.22367987036705 LBFGS Accumulation History: 3 points Removed measurement 42ecfa93 to history. Total: 3 th(0)=-1.0848155468702316;dx=-1.857665245145063E-8 New Minimum: -1.0848155468702316 > -1.2061441987752914 WOLF (strong): th(1.6287526256641045E7)=-1.2061441987752914; dx=2.8871024447075785E-9 evalInputDelta=0.12132865190505981 END: th(8143763.128320523)=-1.1985916197299957; dx=-6.452719520945068E-9 evalInputDelta=0.1137760728597641 Fitness changed from -1.0848155468702316 to -1.2061441987752914 Iteration 10 complete. Error: -1.2061441987752914 Total: 9.7933; Orientation: 0.2176; Line Search: 7.2524 Iteration 10 ![Iteration 10](etc/4226bffa-dcbf-4922-a7c1-1d19a3ef9380.jpg) Final threshold in iteration 11: -1.2061441987752914 (> -Infinity) after 118.110s (< 3600.000s)