Reset training subject: 603885681834000 Reset training subject: 603896781106000 Adding measurement 2da8ab92 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=13.565641298890114;dx=-1.2603560667942381E-6 New Minimum: 13.565641298890114 > 13.565637104213238 WOLFE (weak): th(2.154434690031884)=13.565637104213238; dx=-1.2592245702830396E-6 evalInputDelta=4.194676876068115E-6 New Minimum: 13.565637104213238 > 13.565633073449135 WOLFE (weak): th(4.308869380063768)=13.565633073449135; dx=-1.2591074808857165E-6 evalInputDelta=8.225440979003906E-6 New Minimum: 13.565633073449135 > 13.56561777740717 WOLFE (weak): th(12.926608140191302)=13.56561777740717; dx=-1.259019666787854E-6 evalInputDelta=2.3521482944488525E-5 New Minimum: 13.56561777740717 > 13.565547354519367 WOLFE (weak): th(51.70643256076521)=13.565547354519367; dx=-1.2592423429765788E-6 evalInputDelta=9.394437074661255E-5 New Minimum: 13.565547354519367 > 13.565173201262951 WOLFE (weak): th(258.53216280382605)=13.565173201262951; dx=-1.2593545906605995E-6 evalInputDelta=4.6809762716293335E-4 New Minimum: 13.565173201262951 > 13.56283250451088 WOLFE (weak): th(1551.1929768229563)=13.56283250451088; dx=-1.2591045897295533E-6 evalInputDelta=0.002808794379234314 New Minimum: 13.56283250451088 > 13.545991338789463 WOLFE (weak): th(10858.350837760694)=13.545991338789463; dx=-1.2576796290881303E-6 evalInputDelta=0.019649960100650787 New Minimum: 13.545991338789463 > 13.409324951469898 WOLFE (weak): th(86866.80670208555)=13.409324951469898; dx=-1.241865004347998E-6 evalInputDelta=0.1563163474202156 New Minimum: 13.409324951469898 > 12.297619216144085 END: th(781801.26031877)=12.297619216144085; dx=-9.545411296968175E-7 evalInputDelta=1.268022082746029 Fitness changed from 13.565641298890114 to 12.297619216144085 Iteration 1 complete. Error: 12.297619216144085 Total: 143.4762; Orientation: 0.0284; Line Search: 110.2764 Iteration 1 ![Iteration 1](etc/15211e05-7a11-48a2-aee6-df00bf558722.jpg) Adding measurement 47e2355c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=12.297619216144085;dx=-9.400107822249423E-7 New Minimum: 12.297619216144085 > 10.670329570770264 END: th(1684339.7559414052)=10.670329570770264; dx=-4.5051981010072697E-7 evalInputDelta=1.6272896453738213 Fitness changed from 12.297619216144085 to 10.670329570770264 Iteration 2 complete. Error: 10.670329570770264 Total: 33.7043; Orientation: 0.0289; Line Search: 22.3946 Iteration 2 ![Iteration 2](etc/ec55a1d1-fc4a-4630-b813-c4680008d7c0.jpg) Adding measurement 4712f2c5 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=10.670329570770264;dx=-7.104540034449516E-7 New Minimum: 10.670329570770264 > 9.317901685833931 END: th(3628800.0)=9.317901685833931; dx=-1.3832544667574165E-7 evalInputDelta=1.3524278849363327 Fitness changed from 10.670329570770264 to 9.317901685833931 Iteration 3 complete. Error: 9.317901685833931 Total: 33.9566; Orientation: 0.0284; Line Search: 22.3673 Iteration 3 ![Iteration 3](etc/23a7e647-2a7e-48ad-af20-32591ddaa741.jpg) Adding measurement 528fdf81 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.545e+03, gradient 7.284e-04, dot -0.546; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.317901685833931, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 528fdf81 to history. Total: 3 th(0)=9.317901685833931;dx=-5.302441142747427E-7 New Minimum: 9.317901685833931 > 8.198013380169868 END: th(7818012.6031877)=8.198013380169868; dx=-1.0909752275940747E-8 evalInputDelta=1.1198883056640625 Fitness changed from 9.317901685833931 to 8.198013380169868 Iteration 4 complete. Error: 8.198013380169868 Total: 34.4962; Orientation: 0.4106; Line Search: 22.5738 Iteration 4 ![Iteration 4](etc/8ab7445b-13a6-4709-8d75-f39a3880c91d.jpg) Adding measurement 455efbce to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.826e+03, gradient 6.295e-04, dot -0.422; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.198013380169868, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 455efbce to history. Total: 3 th(0)=8.198013380169868;dx=-3.960062061353946E-7 New Minimum: 8.198013380169868 > 7.691510155797005 WOLF (strong): th(1.684339755941405E7)=7.691510155797005; dx=4.697901610652582E-8 evalInputDelta=0.5065032243728638 New Minimum: 7.691510155797005 > 6.750617042183876 WOLF (strong): th(8421698.779707026)=6.750617042183876; dx=2.3810020833287865E-8 evalInputDelta=1.4473963379859924 END: th(2807232.9265690087)=6.96957403421402; dx=-1.8196604180102253E-7 evalInputDelta=1.2284393459558487 Fitness changed from 8.198013380169868 to 6.750617042183876 Iteration 5 complete. Error: 6.750617042183876 Total: 56.7606; Orientation: 0.9310; Line Search: 44.2069 Iteration 5 ![Iteration 5](etc/700b4813-07c5-405f-9050-569b561bb788.jpg) Adding measurement 25e97413 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.434e+03, gradient 5.233e-04, dot -0.367; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.750617042183876, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 25e97413 to history. Total: 3 th(0)=6.750617042183876;dx=-2.7358774374608655E-7 New Minimum: 6.750617042183876 > 5.546205475926399 END: th(6048000.0)=5.546205475926399; dx=-2.0152209312373784E-8 evalInputDelta=1.2044115662574768 Fitness changed from 6.750617042183876 to 5.546205475926399 Iteration 6 complete. Error: 5.546205475926399 Total: 33.9227; Orientation: 0.4053; Line Search: 22.1283 Adding measurement 53e7c43d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.833e+03, gradient 4.281e-04, dot -0.391; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.546205475926399, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 53e7c43d to history. Total: 3 th(0)=5.546205475926399;dx=-1.8311259837956248E-7 New Minimum: 5.546205475926399 > 5.335036724805832 WOLF (strong): th(1.3030021005312834E7)=5.335036724805832; dx=3.977462427088439E-8 evalInputDelta=0.21116875112056732 New Minimum: 5.335036724805832 > 4.882745444774628 WOLF (strong): th(6515010.502656417)=4.882745444774628; dx=1.179327508674033E-8 evalInputDelta=0.6634600311517715 END: th(2171670.167552139)=5.05078960955143; dx=-1.1202175818604166E-7 evalInputDelta=0.4954158663749695 Fitness changed from 5.546205475926399 to 4.882745444774628 Iteration 7 complete. Error: 4.882745444774628 Total: 56.0354; Orientation: 0.4041; Line Search: 44.7687 Adding measurement 27ff93f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.107e+03, gradient 4.204e-04, dot -0.375; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.882745444774628, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 27ff93f to history. Total: 3 th(0)=4.882745444774628;dx=-1.7660744677034374E-7 New Minimum: 4.882745444774628 > 4.2924002557992935 WOLF (strong): th(4678721.544281682)=4.2924002557992935; dx=2.2170521303136806E-9 evalInputDelta=0.5903451889753342 END: th(2339360.772140841)=4.400347709655762; dx=-9.265503153593012E-8 evalInputDelta=0.48239773511886597 Fitness changed from 4.882745444774628 to 4.2924002557992935 Iteration 8 complete. Error: 4.2924002557992935 Total: 44.5656; Orientation: 0.4321; Line Search: 33.1453 Adding measurement a6aaca8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.639e+03, gradient 3.626e-04, dot -0.414; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.2924002557992935, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement a6aaca8 to history. Total: 3 th(0)=4.2924002557992935;dx=-1.3139053829893768E-7 New Minimum: 4.2924002557992935 > 4.004431277513504 WOLF (strong): th(5040000.000000001)=4.004431277513504; dx=2.4660388855546858E-8 evalInputDelta=0.2879689782857895 New Minimum: 4.004431277513504 > 3.9611362665891647 END: th(2520000.0000000005)=3.9611362665891647; dx=-3.886683361504908E-8 evalInputDelta=0.3312639892101288 Fitness changed from 4.2924002557992935 to 3.9611362665891647 Iteration 9 complete. Error: 3.9611362665891647 Total: 44.3694; Orientation: 0.4040; Line Search: 33.1017 Adding measurement 71098858 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.812e+03, gradient 2.864e-04, dot -0.496; [d573d449-d2c7-4d98-adf4-dd3a8b25affa = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.9611362665891647, 10.670329570770264, 12.297619216144085, 13.565641298890114 LBFGS Accumulation History: 3 points Removed measurement 71098858 to history. Total: 3 th(0)=3.9611362665891647;dx=-8.195555622021435E-8 New Minimum: 3.9611362665891647 > 3.7726880609989166 END: th(5429175.418880348)=3.7726880609989166; dx=-7.46142757120234E-9 evalInputDelta=0.1884482055902481 Fitness changed from 3.9611362665891647 to 3.7726880609989166 Iteration 10 complete. Error: 3.7726880609989166 Total: 33.4944; Orientation: 0.4128; Line Search: 22.3612 Iteration 10 ![Iteration 10](etc/5239f80f-e8e5-4cd9-8e22-6335261a59d8.jpg) Final threshold in iteration 11: 3.7726880609989166 (> -Infinity) after 515.430s (< 3600.000s)