Reset training subject: 603232954966300 Reset training subject: 603238450330600 Adding measurement 5e3d7381 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.537399590015411;dx=-3.0600098270544834E-6 New Minimum: 9.537399590015411 > 9.537388630211353 WOLFE (weak): th(2.154434690031884)=9.537388630211353; dx=-3.063978495731841E-6 evalInputDelta=1.0959804058074951E-5 New Minimum: 9.537388630211353 > 9.537377454340458 WOLFE (weak): th(4.308869380063768)=9.537377454340458; dx=-3.0652667108816273E-6 evalInputDelta=2.2135674953460693E-5 New Minimum: 9.537377454340458 > 9.537334091961384 WOLFE (weak): th(12.926608140191302)=9.537334091961384; dx=-3.061256088946166E-6 evalInputDelta=6.549805402755737E-5 New Minimum: 9.537334091961384 > 9.53713670372963 WOLFE (weak): th(51.70643256076521)=9.53713670372963; dx=-3.062102110620272E-6 evalInputDelta=2.6288628578186035E-4 New Minimum: 9.53713670372963 > 9.536087304353714 WOLFE (weak): th(258.53216280382605)=9.536087304353714; dx=-3.06498220995436E-6 evalInputDelta=0.0013122856616973877 New Minimum: 9.536087304353714 > 9.529534459114075 WOLFE (weak): th(1551.1929768229563)=9.529534459114075; dx=-3.0559931591661577E-6 evalInputDelta=0.00786513090133667 New Minimum: 9.529534459114075 > 9.482564434409142 WOLFE (weak): th(10858.350837760694)=9.482564434409142; dx=-3.0350616848006446E-6 evalInputDelta=0.054835155606269836 New Minimum: 9.482564434409142 > 9.114363729953766 WOLFE (weak): th(86866.80670208555)=9.114363729953766; dx=-2.8481414202286546E-6 evalInputDelta=0.4230358600616455 New Minimum: 9.114363729953766 > 7.089641749858856 END: th(781801.26031877)=7.089641749858856; dx=-1.0683963722849747E-6 evalInputDelta=2.447757840156555 Fitness changed from 9.537399590015411 to 7.089641749858856 Iteration 1 complete. Error: 7.089641749858856 Total: 72.7656; Orientation: 0.0157; Line Search: 56.2735 Iteration 1 ![Iteration 1](etc/06655ee7-e9fa-4e9c-bafa-7598bb0fdb19.jpg) Adding measurement bcfb904 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.089641749858856;dx=-1.2848282270903833E-6 New Minimum: 7.089641749858856 > 5.646550953388214 END: th(1684339.7559414052)=5.646550953388214; dx=-2.7248618622042996E-7 evalInputDelta=1.443090796470642 Fitness changed from 7.089641749858856 to 5.646550953388214 Iteration 2 complete. Error: 5.646550953388214 Total: 16.2944; Orientation: 0.0158; Line Search: 10.7999 Iteration 2 ![Iteration 2](etc/818e60f8-56ac-4bb6-ae93-40241500e104.jpg) Adding measurement 4a772b56 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.646550953388214;dx=-6.995028661956469E-7 New Minimum: 5.646550953388214 > 4.810407370328903 WOLF (strong): th(3628800.0)=4.810407370328903; dx=3.9863681322856706E-8 evalInputDelta=0.8361435830593109 New Minimum: 4.810407370328903 > 4.72498331964016 END: th(1814400.0)=4.72498331964016; dx=-1.56304736082946E-7 evalInputDelta=0.9215676337480545 Fitness changed from 5.646550953388214 to 4.72498331964016 Iteration 3 complete. Error: 4.72498331964016 Total: 22.8461; Orientation: 0.0156; Line Search: 17.3622 Iteration 3 ![Iteration 3](etc/d31edbc6-4dbc-410a-a0f2-aff1acc7fc99.jpg) Adding measurement 4b043d03 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.584e+03, gradient 7.127e-04, dot -0.652; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.72498331964016, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 4b043d03 to history. Total: 3 th(0)=4.72498331964016;dx=-5.057074682093307E-7 New Minimum: 4.72498331964016 > 4.205999881029129 WOLF (strong): th(3909006.30159385)=4.205999881029129; dx=6.050954448187076E-8 evalInputDelta=0.5189834386110306 New Minimum: 4.205999881029129 > 4.0204591155052185 END: th(1954503.150796925)=4.0204591155052185; dx=-5.4910489543369327E-8 evalInputDelta=0.7045242041349411 Fitness changed from 4.72498331964016 to 4.0204591155052185 Iteration 4 complete. Error: 4.0204591155052185 Total: 21.8776; Orientation: 0.1756; Line Search: 16.2310 Iteration 4 ![Iteration 4](etc/7480cecb-2a0b-41b8-831c-c7f989e74b5a.jpg) Adding measurement 2e8c50b0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.713e+03, gradient 6.486e-04, dot -0.611; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.0204591155052185, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 2e8c50b0 to history. Total: 3 th(0)=4.0204591155052185;dx=-4.1915373642565813E-7 New Minimum: 4.0204591155052185 > 3.8895954936742783 WOLF (strong): th(4210849.389853513)=3.8895954936742783; dx=9.684706586463532E-8 evalInputDelta=0.13086362183094025 New Minimum: 3.8895954936742783 > 3.521243005990982 WOLF (strong): th(2105424.6949267564)=3.521243005990982; dx=1.2789105187597323E-9 evalInputDelta=0.49921610951423645 END: th(701808.2316422522)=3.684847816824913; dx=-2.662548588466946E-7 evalInputDelta=0.3356112986803055 Fitness changed from 4.0204591155052185 to 3.521243005990982 Iteration 5 complete. Error: 3.521243005990982 Total: 28.8532; Orientation: 0.1949; Line Search: 23.1487 Iteration 5 ![Iteration 5](etc/3bd9ed61-0f86-4cd1-805e-f881ce3b93cb.jpg) Adding measurement 43ce50a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.529e+03, gradient 6.031e-04, dot -0.575; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.521243005990982, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 43ce50a6 to history. Total: 3 th(0)=3.521243005990982;dx=-3.6268692060530904E-7 New Minimum: 3.521243005990982 > 3.0821055620908737 END: th(1512000.0)=3.0821055620908737; dx=-6.614787322039679E-8 evalInputDelta=0.43913744390010834 Fitness changed from 3.521243005990982 to 3.0821055620908737 Iteration 6 complete. Error: 3.0821055620908737 Total: 17.9243; Orientation: 0.1745; Line Search: 12.2583 Adding measurement 597fe3f7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.299e+03, gradient 4.636e-04, dot -0.678; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.0821055620908737, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 597fe3f7 to history. Total: 3 th(0)=3.0821055620908737;dx=-2.1434761736753416E-7 New Minimum: 3.0821055620908737 > 2.8135470747947693 WOLF (strong): th(3257505.2513282085)=2.8135470747947693; dx=1.5834662158924425E-8 evalInputDelta=0.26855848729610443 New Minimum: 2.8135470747947693 > 2.794434666633606 END: th(1628752.6256641042)=2.794434666633606; dx=-6.403761216743356E-8 evalInputDelta=0.28767089545726776 Fitness changed from 3.0821055620908737 to 2.794434666633606 Iteration 7 complete. Error: 2.794434666633606 Total: 30.5999; Orientation: 0.1924; Line Search: 24.8351 Adding measurement 516d6b66 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.142e+03, gradient 4.347e-04, dot -0.652; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.794434666633606, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 516d6b66 to history. Total: 3 th(0)=2.794434666633606;dx=-1.8856806234358368E-7 New Minimum: 2.794434666633606 > 2.6344205737113953 WOLF (strong): th(3509041.1582112615)=2.6344205737113953; dx=1.2316486198985348E-8 evalInputDelta=0.1600140929222107 New Minimum: 2.6344205737113953 > 2.581006497144699 END: th(1754520.5791056307)=2.581006497144699; dx=-3.460230900186657E-8 evalInputDelta=0.21342816948890686 Fitness changed from 2.794434666633606 to 2.581006497144699 Iteration 8 complete. Error: 2.581006497144699 Total: 34.5599; Orientation: 0.3645; Line Search: 25.8081 Adding measurement 3f8d1c43 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.201e+03, gradient 4.287e-04, dot -0.617; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.581006497144699, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 3f8d1c43 to history. Total: 3 th(0)=2.581006497144699;dx=-1.8284914728664953E-7 New Minimum: 2.581006497144699 > 2.5791451930999756 WOLF (strong): th(3780000.000000001)=2.5791451930999756; dx=6.876975859924214E-8 evalInputDelta=0.0018613040447235107 New Minimum: 2.5791451930999756 > 2.378758028149605 WOLF (strong): th(1890000.0000000005)=2.378758028149605; dx=9.364637014645E-11 evalInputDelta=0.2022484689950943 END: th(630000.0000000001)=2.450209155678749; dx=-1.267784231698538E-7 evalInputDelta=0.13079734146595 Fitness changed from 2.581006497144699 to 2.378758028149605 Iteration 9 complete. Error: 2.378758028149605 Total: 35.9935; Orientation: 0.2899; Line Search: 27.7633 Adding measurement 2ff5c930 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.990e+03, gradient 4.504e-04, dot -0.543; [4c4594cf-d83a-4b4f-9823-ffdf4f749d7f = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.378758028149605, 5.646550953388214, 7.089641749858856, 9.537399590015411 LBFGS Accumulation History: 3 points Removed measurement 2ff5c930 to history. Total: 3 th(0)=2.378758028149605;dx=-2.0186824671110312E-7 New Minimum: 2.378758028149605 > 2.211778223514557 END: th(1357293.854720087)=2.211778223514557; dx=-4.374372562104131E-9 evalInputDelta=0.1669798046350479 Fitness changed from 2.378758028149605 to 2.211778223514557 Iteration 10 complete. Error: 2.211778223514557 Total: 16.3988; Orientation: 0.1748; Line Search: 10.8736 Iteration 10 ![Iteration 10](etc/8f8663d0-ac19-4409-a014-e1086615b8f7.jpg) Final threshold in iteration 11: 2.211778223514557 (> -Infinity) after 298.235s (< 3600.000s)