Reset training subject: 24443814370339 Reset training subject: 24456782462457 Adding measurement 379a5afc to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.348771795630455;dx=-1.4553608434340485E-6 New Minimum: 7.348771795630455 > 7.348761081695557 WOLFE (weak): th(2.154434690031884)=7.348761081695557; dx=-1.452050478799454E-6 evalInputDelta=1.0713934898376465E-5 New Minimum: 7.348761081695557 > 7.348750434815884 WOLFE (weak): th(4.308869380063768)=7.348750434815884; dx=-1.462876433049193E-6 evalInputDelta=2.1360814571380615E-5 New Minimum: 7.348750434815884 > 7.348710618913174 WOLFE (weak): th(12.926608140191302)=7.348710618913174; dx=-1.4567889487009578E-6 evalInputDelta=6.117671728134155E-5 New Minimum: 7.348710618913174 > 7.348528012633324 WOLFE (weak): th(51.70643256076521)=7.348528012633324; dx=-1.4573161502423382E-6 evalInputDelta=2.4378299713134766E-4 New Minimum: 7.348528012633324 > 7.347562953829765 WOLFE (weak): th(258.53216280382605)=7.347562953829765; dx=-1.4297850717819472E-6 evalInputDelta=0.0012088418006896973 New Minimum: 7.347562953829765 > 7.341523110866547 WOLFE (weak): th(1551.1929768229563)=7.341523110866547; dx=-1.431009869267897E-6 evalInputDelta=0.007248684763908386 New Minimum: 7.341523110866547 > 7.297943867743015 WOLFE (weak): th(10858.350837760694)=7.297943867743015; dx=-1.4537431173346942E-6 evalInputDelta=0.05082792788743973 New Minimum: 7.297943867743015 > 6.953071758151054 WOLFE (weak): th(86866.80670208555)=6.953071758151054; dx=-1.34778421256646E-6 evalInputDelta=0.39570003747940063 New Minimum: 6.953071758151054 > 4.881930232048035 END: th(781801.26031877)=4.881930232048035; dx=-4.439111351835968E-7 evalInputDelta=2.4668415635824203 Fitness changed from 7.348771795630455 to 4.881930232048035 Iteration 1 complete. Error: 4.881930232048035 Total: 156.9307; Orientation: 0.0091; Line Search: 119.9882 Iteration 1 ![Iteration 1](etc/5293ba7a-8bb8-43b9-afca-a5c0c4d56e40.jpg) Adding measurement 209e22c2 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.881930232048035;dx=-7.020948041091703E-7 New Minimum: 4.881930232048035 > 3.1181860268115997 END: th(1684339.7559414052)=3.1181860268115997; dx=-8.201160376506136E-8 evalInputDelta=1.763744205236435 Fitness changed from 4.881930232048035 to 3.1181860268115997 Iteration 2 complete. Error: 3.1181860268115997 Total: 36.1932; Orientation: 0.0096; Line Search: 23.6969 Iteration 2 ![Iteration 2](etc/ea64b710-6255-4fc6-a358-9f2163d30597.jpg) Adding measurement 29f9fb41 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=3.1181860268115997;dx=-7.311084592277125E-7 Armijo: th(3628800.0)=3.435940161347389; dx=1.1497943429904104E-7 evalInputDelta=-0.3177541345357895 New Minimum: 3.1181860268115997 > 2.397550046443939 WOLF (strong): th(1814400.0)=2.397550046443939; dx=6.522577418660274E-8 evalInputDelta=0.7206359803676605 END: th(604800.0)=2.4237937927246094; dx=-2.0271618701049483E-7 evalInputDelta=0.6943922340869904 Fitness changed from 3.1181860268115997 to 2.397550046443939 Iteration 3 complete. Error: 2.397550046443939 Total: 60.7004; Orientation: 0.0094; Line Search: 48.3810 Iteration 3 ![Iteration 3](etc/12960bda-24e5-410b-be19-fbae832ceb32.jpg) Adding measurement 397ca463 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.771e+03, gradient 6.387e-04, dot -0.510; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.397550046443939, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 397ca463 to history. Total: 3 th(0)=2.397550046443939;dx=-4.0224194528602883E-7 New Minimum: 2.397550046443939 > 1.374008670449257 END: th(1303002.1005312833)=1.374008670449257; dx=-8.486650080940843E-8 evalInputDelta=1.0235413759946823 Fitness changed from 2.397550046443939 to 1.374008670449257 Iteration 4 complete. Error: 1.374008670449257 Total: 36.0124; Orientation: 0.3994; Line Search: 23.4856 Iteration 4 ![Iteration 4](etc/f27c2735-eb15-4671-8531-7ca85dd3e97b.jpg) Adding measurement 683c3149 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.700e+03, gradient 4.783e-04, dot -0.533; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.374008670449257, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 683c3149 to history. Total: 3 th(0)=1.374008670449257;dx=-2.2069456275846327E-7 New Minimum: 1.374008670449257 > 0.8410932421684265 END: th(2807232.9265690087)=0.8410932421684265; dx=-4.069761808532492E-9 evalInputDelta=0.5329154282808304 Fitness changed from 1.374008670449257 to 0.8410932421684265 Iteration 5 complete. Error: 0.8410932421684265 Total: 36.0811; Orientation: 0.2297; Line Search: 23.9641 Iteration 5 ![Iteration 5](etc/4b72192d-07d6-4772-8a6d-484ba554e58f.jpg) Adding measurement 36c47d66 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.677e+03, gradient 4.798e-04, dot -0.469; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8410932421684265, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 36c47d66 to history. Total: 3 th(0)=0.8410932421684265;dx=-2.2393158685793014E-7 Armijo: th(6048000.0)=1.6858202069997787; dx=8.31072574853276E-8 evalInputDelta=-0.8447269648313522 New Minimum: 0.8410932421684265 > 0.5445553362369537 WOLF (strong): th(3024000.0)=0.5445553362369537; dx=4.8354843354401614E-8 evalInputDelta=0.2965379059314728 New Minimum: 0.5445553362369537 > 0.37343084812164307 END: th(1008000.0)=0.37343084812164307; dx=-7.770030593857968E-8 evalInputDelta=0.46766239404678345 Fitness changed from 0.8410932421684265 to 0.37343084812164307 Iteration 6 complete. Error: 0.37343084812164307 Total: 60.1287; Orientation: 0.2265; Line Search: 47.8424 Adding measurement 3734f529 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.641e+03, gradient 3.155e-04, dot -0.552; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.37343084812164307, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 3734f529 to history. Total: 3 th(0)=0.37343084812164307;dx=-9.394475045987399E-8 New Minimum: 0.37343084812164307 > -0.0011811703443527222 END: th(2171670.1675521387)=-0.0011811703443527222; dx=-3.670908877720029E-8 evalInputDelta=0.3746120184659958 Fitness changed from 0.37343084812164307 to -0.0011811703443527222 Iteration 7 complete. Error: -0.0011811703443527222 Total: 35.8529; Orientation: 0.2238; Line Search: 23.6859 Adding measurement 1fd863ba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.723e+03, gradient 2.917e-04, dot -0.550; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.0011811703443527222, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 1fd863ba to history. Total: 3 th(0)=-0.0011811703443527222;dx=-8.092399043444432E-8 New Minimum: -0.0011811703443527222 > -0.16132469475269318 WOLF (strong): th(4678721.544281681)=-0.16132469475269318; dx=1.2539032138377707E-8 evalInputDelta=0.16014352440834045 New Minimum: -0.16132469475269318 > -0.265831857919693 END: th(2339360.7721408405)=-0.265831857919693; dx=-1.3613552811381703E-8 evalInputDelta=0.26465068757534027 Fitness changed from -0.0011811703443527222 to -0.265831857919693 Iteration 8 complete. Error: -0.265831857919693 Total: 48.6428; Orientation: 0.2241; Line Search: 36.1524 Adding measurement 7b1ea409 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.670e+03, gradient 3.169e-04, dot -0.478; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.265831857919693, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 7b1ea409 to history. Total: 3 th(0)=-0.265831857919693;dx=-9.535963920138424E-8 Armijo: th(5040000.0)=-0.07194533944129944; dx=3.491612328562432E-8 evalInputDelta=-0.19388651847839355 New Minimum: -0.265831857919693 > -0.4100490212440491 WOLF (strong): th(2520000.0)=-0.4100490212440491; dx=4.449664508599765E-9 evalInputDelta=0.14421716332435608 New Minimum: -0.4100490212440491 > -0.41268280148506165 END: th(840000.0)=-0.41268280148506165; dx=-3.816979706412086E-8 evalInputDelta=0.14685094356536865 Fitness changed from -0.265831857919693 to -0.41268280148506165 Iteration 9 complete. Error: -0.41268280148506165 Total: 65.5482; Orientation: 0.2290; Line Search: 53.2952 Adding measurement 7cc101b0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.735e+03, gradient 2.437e-04, dot -0.564; [9e8aa971-3b4f-44ff-8a79-5b9b66a2a1ff = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.41268280148506165, 3.1181860268115997, 4.881930232048035, 7.348771795630455 LBFGS Accumulation History: 3 points Removed measurement 7cc101b0 to history. Total: 3 th(0)=-0.41268280148506165;dx=-5.645655769606864E-8 New Minimum: -0.41268280148506165 > -0.5297709703445435 END: th(1809725.1396267824)=-0.5297709703445435; dx=-9.306266338546883E-9 evalInputDelta=0.11708816885948181 Fitness changed from -0.41268280148506165 to -0.5297709703445435 Iteration 10 complete. Error: -0.5297709703445435 Total: 36.1130; Orientation: 0.2283; Line Search: 23.8026 Iteration 10 ![Iteration 10](etc/28535719-40d1-45ff-9bbd-cae5e4967e39.jpg) Final threshold in iteration 11: -0.5297709703445435 (> -Infinity) after 572.321s (< 1800.000s)