Reset training subject: 609929844825900 Reset training subject: 609941065834400 Adding measurement 60c44e31 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=10.05176293104887;dx=-1.2858662263709449E-6 New Minimum: 10.05176293104887 > 10.051759026944637 WOLFE (weak): th(2.154434690031884)=10.051759026944637; dx=-1.2846255195708484E-6 evalInputDelta=3.904104232788086E-6 New Minimum: 10.051759026944637 > 10.05175532400608 WOLFE (weak): th(4.308869380063768)=10.05175532400608; dx=-1.2842606346471021E-6 evalInputDelta=7.6070427894592285E-6 New Minimum: 10.05175532400608 > 10.05173883587122 WOLFE (weak): th(12.926608140191302)=10.05173883587122; dx=-1.2845235916131092E-6 evalInputDelta=2.409517765045166E-5 New Minimum: 10.05173883587122 > 10.051668174564838 WOLFE (weak): th(51.70643256076521)=10.051668174564838; dx=-1.2844913824574029E-6 evalInputDelta=9.475648403167725E-5 New Minimum: 10.051668174564838 > 10.051287241280079 WOLFE (weak): th(258.53216280382605)=10.051287241280079; dx=-1.284536071791866E-6 evalInputDelta=4.7568976879119873E-4 New Minimum: 10.051287241280079 > 10.04890751838684 WOLFE (weak): th(1551.1929768229563)=10.04890751838684; dx=-1.2843971071585596E-6 evalInputDelta=0.0028554126620292664 New Minimum: 10.04890751838684 > 10.0317939594388 WOLFE (weak): th(10858.350837760694)=10.0317939594388; dx=-1.28198549170579E-6 evalInputDelta=0.019968971610069275 New Minimum: 10.0317939594388 > 9.893335536122322 WOLFE (weak): th(86866.80670208555)=9.893335536122322; dx=-1.261136438410173E-6 evalInputDelta=0.158427394926548 New Minimum: 9.893335536122322 > 8.781804844737053 END: th(781801.26031877)=8.781804844737053; dx=-9.338708863926766E-7 evalInputDelta=1.2699580863118172 Fitness changed from 10.05176293104887 to 8.781804844737053 Iteration 1 complete. Error: 8.781804844737053 Total: 147.3001; Orientation: 0.0265; Line Search: 113.5389 Iteration 1 ![Iteration 1](etc/d52d01cc-3123-4870-b71e-507b39157ee6.jpg) Adding measurement 4f0ab13f to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.781804844737053;dx=-9.057016066310262E-7 New Minimum: 8.781804844737053 > 7.186828598380089 END: th(1684339.7559414052)=7.186828598380089; dx=-4.4946435945203987E-7 evalInputDelta=1.5949762463569641 Fitness changed from 8.781804844737053 to 7.186828598380089 Iteration 2 complete. Error: 7.186828598380089 Total: 34.0998; Orientation: 0.0266; Line Search: 22.3948 Iteration 2 ![Iteration 2](etc/eed0130b-3cf0-4bc8-9d8d-8d6395339e13.jpg) Adding measurement 59892187 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.186828598380089;dx=-6.009132846189898E-7 New Minimum: 7.186828598380089 > 5.470663398504257 END: th(3628800.0)=5.470663398504257; dx=-1.94428256969789E-7 evalInputDelta=1.7161651998758316 Fitness changed from 7.186828598380089 to 5.470663398504257 Iteration 3 complete. Error: 5.470663398504257 Total: 34.2102; Orientation: 0.0266; Line Search: 22.6038 Iteration 3 ![Iteration 3](etc/1ed2528f-be6b-4ad6-8a2a-6c3d67caa89a.jpg) Adding measurement 32eb2ed0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.732e+03, gradient 6.689e-04, dot -0.637; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.470663398504257, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 32eb2ed0 to history. Total: 3 th(0)=5.470663398504257;dx=-4.4717797741245436E-7 New Minimum: 5.470663398504257 > 3.7861788868904114 END: th(7818012.6031877)=3.7861788868904114; dx=-4.591852814342924E-8 evalInputDelta=1.6844845116138458 Fitness changed from 5.470663398504257 to 3.7861788868904114 Iteration 4 complete. Error: 3.7861788868904114 Total: 35.1416; Orientation: 0.3912; Line Search: 22.6719 Iteration 4 ![Iteration 4](etc/d42d77b8-76e0-495c-b497-0ba4b6c2abdb.jpg) Adding measurement 4633369b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.640e+03, gradient 5.761e-04, dot -0.450; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.7861788868904114, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 4633369b to history. Total: 3 th(0)=3.7861788868904114;dx=-3.3165001622455244E-7 New Minimum: 3.7861788868904114 > 2.814666599035263 WOLF (strong): th(1.684339755941405E7)=2.814666599035263; dx=4.002630489912977E-8 evalInputDelta=0.9715122878551483 New Minimum: 2.814666599035263 > 2.385621726512909 END: th(8421698.779707026)=2.385621726512909; dx=-6.28192517122531E-9 evalInputDelta=1.4005571603775024 Fitness changed from 3.7861788868904114 to 2.385621726512909 Iteration 5 complete. Error: 2.385621726512909 Total: 46.1954; Orientation: 0.3823; Line Search: 33.9924 Iteration 5 ![Iteration 5](etc/f7d7339a-266e-4823-8c81-dbeab4cd2d67.jpg) Adding measurement 72984239 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.836e+03, gradient 4.172e-04, dot -0.385; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.385621726512909, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 72984239 to history. Total: 3 th(0)=2.385621726512909;dx=-1.7392262218878527E-7 New Minimum: 2.385621726512909 > 1.6308334171772003 WOLF (strong): th(1.8144E7)=1.6308334171772003; dx=3.1917197636072795E-8 evalInputDelta=0.7547883093357086 New Minimum: 1.6308334171772003 > 1.3772213011980057 END: th(9072000.0)=1.3772213011980057; dx=-1.4396843425570376E-8 evalInputDelta=1.0084004253149033 Fitness changed from 2.385621726512909 to 1.3772213011980057 Iteration 6 complete. Error: 1.3772213011980057 Total: 46.8547; Orientation: 0.3832; Line Search: 34.5387 Adding measurement 407b4b7e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.400e+03, gradient 3.081e-04, dot -0.388; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3772213011980057, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 407b4b7e to history. Total: 3 th(0)=1.3772213011980057;dx=-9.490178302450755E-8 New Minimum: 1.3772213011980057 > 0.9959404766559601 WOLF (strong): th(1.954503150796925E7)=0.9959404766559601; dx=2.6387369731590064E-8 evalInputDelta=0.3812808245420456 New Minimum: 0.9959404766559601 > 0.7437618225812912 END: th(9772515.753984625)=0.7437618225812912; dx=-8.21644426898537E-9 evalInputDelta=0.6334594786167145 Fitness changed from 1.3772213011980057 to 0.7437618225812912 Iteration 7 complete. Error: 0.7437618225812912 Total: 45.9635; Orientation: 0.3801; Line Search: 34.1684 Adding measurement 402392fa to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.039e+03, gradient 2.620e-04, dot -0.418; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7437618225812912, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 402392fa to history. Total: 3 th(0)=0.7437618225812912;dx=-6.858008935132912E-8 New Minimum: 0.7437618225812912 > 0.6329609751701355 WOLF (strong): th(2.1054246949267566E7)=0.6329609751701355; dx=2.182242107158173E-8 evalInputDelta=0.1108008474111557 New Minimum: 0.6329609751701355 > 0.3442411422729492 WOLF (strong): th(1.0527123474633783E7)=0.3442411422729492; dx=2.4610578438399714E-9 evalInputDelta=0.399520680308342 END: th(3509041.158211261)=0.48283587396144867; dx=-3.9992648846185815E-8 evalInputDelta=0.26092594861984253 Fitness changed from 0.7437618225812912 to 0.3442411422729492 Iteration 8 complete. Error: 0.3442411422729492 Total: 56.0011; Orientation: 0.3822; Line Search: 44.6948 Adding measurement 4216fdf2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.455e+03, gradient 2.499e-04, dot -0.362; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3442411422729492, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement 4216fdf2 to history. Total: 3 th(0)=0.3442411422729492;dx=-6.24252066230811E-8 New Minimum: 0.3442411422729492 > 0.02444799244403839 END: th(7560000.000000001)=0.02444799244403839; dx=-6.39433069536967E-9 evalInputDelta=0.3197931498289108 Fitness changed from 0.3442411422729492 to 0.02444799244403839 Iteration 9 complete. Error: 0.02444799244403839 Total: 33.9013; Orientation: 0.3806; Line Search: 22.5884 Adding measurement c937e94 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.827e+03, gradient 1.950e-04, dot -0.429; [97e2fc88-0338-470d-8cb4-4c4b3791643e = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.02444799244403839, 7.186828598380089, 8.781804844737053, 10.05176293104887 LBFGS Accumulation History: 3 points Removed measurement c937e94 to history. Total: 3 th(0)=0.02444799244403839;dx=-3.799115259118206E-8 New Minimum: 0.02444799244403839 > -0.09012013673782349 WOLF (strong): th(1.6287526256641043E7)=-0.09012013673782349; dx=1.0332979254932873E-8 evalInputDelta=0.11456812918186188 New Minimum: -0.09012013673782349 > -0.18558192253112793 END: th(8143763.128320522)=-0.18558192253112793; dx=-5.593708849341036E-9 evalInputDelta=0.21002991497516632 Fitness changed from 0.02444799244403839 to -0.18558192253112793 Iteration 10 complete. Error: -0.18558192253112793 Total: 44.7848; Orientation: 0.3847; Line Search: 33.4710 Iteration 10 ![Iteration 10](etc/a5b2c94a-8b1d-47ec-9a82-74280cd53060.jpg) Final threshold in iteration 11: -0.18558192253112793 (> -Infinity) after 525.264s (< 3600.000s)