Reset training subject: 577249160220 Reset training subject: 578818119898 Adding measurement 69dee3cf to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=26.805083939805627;dx=-9.839498922759703E-6 New Minimum: 26.805083939805627 > 26.805049973540008 WOLFE (weak): th(2.154434690031884)=26.805049973540008; dx=-9.841198051789283E-6 evalInputDelta=3.396626561880112E-5 New Minimum: 26.805049973540008 > 26.805016729049385 WOLFE (weak): th(4.308869380063768)=26.805016729049385; dx=-9.847635989672407E-6 evalInputDelta=6.721075624227524E-5 New Minimum: 26.805016729049385 > 26.804883503355086 WOLFE (weak): th(12.926608140191302)=26.804883503355086; dx=-9.848880078253322E-6 evalInputDelta=2.0043645054101944E-4 New Minimum: 26.804883503355086 > 26.8042822079733 WOLFE (weak): th(51.70643256076521)=26.8042822079733; dx=-9.840081344788145E-6 evalInputDelta=8.017318323254585E-4 New Minimum: 26.8042822079733 > 26.801076089031994 WOLFE (weak): th(258.53216280382605)=26.801076089031994; dx=-9.851404695548297E-6 evalInputDelta=0.004007850773632526 New Minimum: 26.801076089031994 > 26.78084168024361 WOLFE (weak): th(1551.1929768229563)=26.78084168024361; dx=-1.0006640900783252E-5 evalInputDelta=0.024242259562015533 New Minimum: 26.78084168024361 > 26.62823502998799 WOLFE (weak): th(10858.350837760694)=26.62823502998799; dx=-1.0556878271722281E-5 evalInputDelta=0.176848909817636 New Minimum: 26.62823502998799 > 25.383692007511854 WOLFE (weak): th(86866.80670208555)=25.383692007511854; dx=-8.864539757555649E-6 evalInputDelta=1.4213919322937727 New Minimum: 25.383692007511854 > 20.325340192764997 END: th(781801.26031877)=20.325340192764997; dx=-3.5506511547169158E-6 evalInputDelta=6.479743747040629 Fitness changed from 26.805083939805627 to 20.325340192764997 Iteration 1 complete. Error: 20.325340192764997 Total: 19.7070; Orientation: 0.0340; Line Search: 14.6608 Iteration 1 ![Iteration 1](etc/f0ef7306-0c43-463c-85f0-e3a19d94a1d5.jpg) Adding measurement 4912551 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=20.325340192764997;dx=-7.490239046706649E-6 New Minimum: 20.325340192764997 > 13.043324552476406 END: th(1684339.7559414052)=13.043324552476406; dx=-1.2880442301090342E-6 evalInputDelta=7.282015640288591 Fitness changed from 20.325340192764997 to 13.043324552476406 Iteration 2 complete. Error: 13.043324552476406 Total: 4.0289; Orientation: 0.0055; Line Search: 2.6382 Iteration 2 ![Iteration 2](etc/4f2e4354-3a7f-427b-8df0-19b32a318f5b.jpg) Adding measurement 48fea45c to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=13.043324552476406;dx=-4.054336885238499E-6 New Minimum: 13.043324552476406 > 8.105635732412338 END: th(3628800.0)=8.105635732412338; dx=-2.6795946654437004E-8 evalInputDelta=4.937688820064068 Fitness changed from 13.043324552476406 to 8.105635732412338 Iteration 3 complete. Error: 8.105635732412338 Total: 3.9659; Orientation: 0.0036; Line Search: 2.6518 Iteration 3 ![Iteration 3](etc/98e44d2a-ecee-43f0-abd5-1251337c06d4.jpg) Adding measurement 47acd88a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.628e+03, gradient 1.168e-03, dot -0.386; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.105635732412338, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 47acd88a to history. Total: 3 th(0)=8.105635732412338;dx=-1.359276037614057E-6 New Minimum: 8.105635732412338 > 6.6247837990522385 WOLF (strong): th(7818012.6031877)=6.6247837990522385; dx=1.6254148987585692E-7 evalInputDelta=1.4808519333600998 New Minimum: 6.6247837990522385 > 5.710429176688194 END: th(3909006.30159385)=5.710429176688194; dx=-2.028917321136755E-8 evalInputDelta=2.395206555724144 Fitness changed from 8.105635732412338 to 5.710429176688194 Iteration 4 complete. Error: 5.710429176688194 Total: 6.0679; Orientation: 0.1604; Line Search: 4.0242 Iteration 4 ![Iteration 4](etc/ea362fbc-fe8e-4641-a369-0722ff16d77d.jpg) Adding measurement 5797deb3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.053e+03, gradient 7.945e-04, dot -0.459; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.710429176688194, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 5797deb3 to history. Total: 3 th(0)=5.710429176688194;dx=-6.292922003497304E-7 New Minimum: 5.710429176688194 > 5.331334009766579 WOLF (strong): th(8421698.779707026)=5.331334009766579; dx=1.7310529489438137E-7 evalInputDelta=0.3790951669216156 New Minimum: 5.331334009766579 > 4.246042758226395 END: th(4210849.389853513)=4.246042758226395; dx=-6.977709270473996E-9 evalInputDelta=1.4643864184617996 Fitness changed from 5.710429176688194 to 4.246042758226395 Iteration 5 complete. Error: 4.246042758226395 Total: 5.3576; Orientation: 0.0773; Line Search: 3.9861 Iteration 5 ![Iteration 5](etc/0c7a5ce1-2ee9-46ac-9b85-f316b8fd7109.jpg) Adding measurement 40865079 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.686e+03, gradient 6.329e-04, dot -0.383; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.246042758226395, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 40865079 to history. Total: 3 th(0)=4.246042758226395;dx=-3.9931061040168143E-7 Armijo: th(9072000.0)=4.506498493254185; dx=1.7242031871024562E-7 evalInputDelta=-0.26045573502779007 New Minimum: 4.246042758226395 > 3.377551168203354 WOLF (strong): th(4536000.0)=3.377551168203354; dx=5.0439420863693034E-8 evalInputDelta=0.8684915900230408 END: th(1512000.0)=3.5780802816152573; dx=-2.352439380007549E-7 evalInputDelta=0.6679624766111374 Fitness changed from 4.246042758226395 to 3.377551168203354 Iteration 6 complete. Error: 3.377551168203354 Total: 7.7375; Orientation: 0.0875; Line Search: 6.2064 Adding measurement 48e737dc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.337e+03, gradient 5.754e-04, dot -0.377; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.377551168203354, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 48e737dc to history. Total: 3 th(0)=3.377551168203354;dx=-3.2976751890567983E-7 New Minimum: 3.377551168203354 > 2.6720817238092422 END: th(3257505.2513282085)=2.6720817238092422; dx=-4.8283782695090945E-9 evalInputDelta=0.7054694443941116 Fitness changed from 3.377551168203354 to 2.6720817238092422 Iteration 7 complete. Error: 2.6720817238092422 Total: 4.1488; Orientation: 0.2549; Line Search: 2.5178 Adding measurement 29e58d9f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.565e+03, gradient 4.343e-04, dot -0.402; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.6720817238092422, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 29e58d9f to history. Total: 3 th(0)=2.6720817238092422;dx=-1.8681074972423867E-7 New Minimum: 2.6720817238092422 > 2.5971691012382507 WOLF (strong): th(7018082.316422523)=2.5971691012382507; dx=4.9328876247345034E-8 evalInputDelta=0.07491262257099152 New Minimum: 2.5971691012382507 > 2.3036722391843796 END: th(3509041.1582112615)=2.3036722391843796; dx=-9.719285222228958E-9 evalInputDelta=0.36840948462486267 Fitness changed from 2.6720817238092422 to 2.3036722391843796 Iteration 8 complete. Error: 2.3036722391843796 Total: 5.3876; Orientation: 0.0727; Line Search: 3.9630 Adding measurement 3617b3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.663e+03, gradient 3.905e-04, dot -0.402; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.3036722391843796, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 3617b3 to history. Total: 3 th(0)=2.3036722391843796;dx=-1.5061066347883839E-7 Armijo: th(7560000.000000002)=2.338593006134033; dx=4.5561152349832206E-8 evalInputDelta=-0.034920766949653625 New Minimum: 2.3036722391843796 > 2.037448152899742 END: th(3780000.000000001)=2.037448152899742; dx=-2.666134507073925E-10 evalInputDelta=0.26622408628463745 Fitness changed from 2.3036722391843796 to 2.037448152899742 Iteration 9 complete. Error: 2.037448152899742 Total: 5.9733; Orientation: 0.1044; Line Search: 3.9167 Adding measurement 65204ef to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.634e+03, gradient 3.834e-04, dot -0.398; [8b648a10-65cc-427c-b73c-28897bdfe336 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.037448152899742, 13.043324552476406, 20.325340192764997, 26.805083939805627 LBFGS Accumulation History: 3 points Removed measurement 65204ef to history. Total: 3 th(0)=2.037448152899742;dx=-1.460419361352374E-7 Armijo: th(8143763.128320523)=2.2446432933211327; dx=7.250917791727825E-8 evalInputDelta=-0.20719514042139053 New Minimum: 2.037448152899742 > 1.784633755683899 WOLF (strong): th(4071881.5641602613)=1.784633755683899; dx=2.6092054993603916E-8 evalInputDelta=0.2528143972158432 END: th(1357293.854720087)=1.8246022313833237; dx=-9.032887335442167E-8 evalInputDelta=0.21284592151641846 Fitness changed from 2.037448152899742 to 1.784633755683899 Iteration 10 complete. Error: 1.784633755683899 Total: 7.0913; Orientation: 0.0892; Line Search: 5.5520 Iteration 10 ![Iteration 10](etc/27bbf2ab-305b-4a6e-99fb-fe2ec6926194.jpg) Final threshold in iteration 11: 1.784633755683899 (> -Infinity) after 69.552s (< 3600.000s)