Reset training subject: 1001039543861 Reset training subject: 1006902440393 Adding measurement 44ed4ecb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=24.92032370250672;dx=-8.712456240221855E-6 New Minimum: 24.92032370250672 > 24.920287735760212 WOLFE (weak): th(2.154434690031884)=24.920287735760212; dx=-8.469334871036992E-6 evalInputDelta=3.5966746509075165E-5 New Minimum: 24.920287735760212 > 24.92025235807523 WOLFE (weak): th(4.308869380063768)=24.92025235807523; dx=-8.739771515158636E-6 evalInputDelta=7.134443148970604E-5 New Minimum: 24.92025235807523 > 24.92010967992246 WOLFE (weak): th(12.926608140191302)=24.92010967992246; dx=-8.620700332487635E-6 evalInputDelta=2.1402258425951004E-4 New Minimum: 24.92010967992246 > 24.919469671789557 WOLFE (weak): th(51.70643256076521)=24.919469671789557; dx=-8.624499446502841E-6 evalInputDelta=8.54030717164278E-4 New Minimum: 24.919469671789557 > 24.916042361408472 WOLFE (weak): th(258.53216280382605)=24.916042361408472; dx=-8.774995187127799E-6 evalInputDelta=0.004281341098248959 New Minimum: 24.916042361408472 > 24.893981623463333 WOLFE (weak): th(1551.1929768229563)=24.893981623463333; dx=-9.176110524628273E-6 evalInputDelta=0.026342079043388367 New Minimum: 24.893981623463333 > 24.71471780911088 WOLFE (weak): th(10858.350837760694)=24.71471780911088; dx=-1.1597030910549722E-5 evalInputDelta=0.20560589339584112 New Minimum: 24.71471780911088 > 23.50277940556407 END: th(86866.80670208555)=23.50277940556407; dx=-5.466346276127887E-6 evalInputDelta=1.4175442969426513 Fitness changed from 24.92032370250672 to 23.50277940556407 Iteration 1 complete. Error: 23.50277940556407 Total: 62.8622; Orientation: 0.0508; Line Search: 47.2474 Iteration 1 ![Iteration 1](etc/5b71f261-5f0f-4f6b-a978-1d5da9718850.jpg) Adding measurement 5459a63a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=23.50277940556407;dx=-1.4555678718059279E-5 New Minimum: 23.50277940556407 > 21.084443729370832 END: th(187148.86177126726)=21.084443729370832; dx=-4.2823974466468275E-6 evalInputDelta=2.4183356761932373 Fitness changed from 23.50277940556407 to 21.084443729370832 Iteration 2 complete. Error: 21.084443729370832 Total: 15.7839; Orientation: 0.0242; Line Search: 10.2708 Iteration 2 ![Iteration 2](etc/ec4f5b07-17fc-4fbb-9c97-9ae8b7999b0b.jpg) Adding measurement 4795a367 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.084443729370832;dx=-1.0258138415180704E-5 New Minimum: 21.084443729370832 > 17.652954697608948 END: th(403200.00000000006)=17.652954697608948; dx=-2.3266227412005915E-6 evalInputDelta=3.4314890317618847 Fitness changed from 21.084443729370832 to 17.652954697608948 Iteration 3 complete. Error: 17.652954697608948 Total: 15.4932; Orientation: 0.0224; Line Search: 10.5444 Iteration 3 ![Iteration 3](etc/747fea61-a6e9-4740-9d80-c02ce415fdee.jpg) Adding measurement 34300515 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.481e+03, gradient 2.863e-03, dot -0.340; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.652954697608948, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 34300515 to history. Total: 3 th(0)=17.652954697608948;dx=-8.137111088642005E-6 New Minimum: 17.652954697608948 > 12.99687223881483 END: th(868668.0670208557)=12.99687223881483; dx=-1.6236972634420446E-6 evalInputDelta=4.656082458794117 Fitness changed from 17.652954697608948 to 12.99687223881483 Iteration 4 complete. Error: 12.99687223881483 Total: 15.5446; Orientation: 0.2703; Line Search: 10.3327 Iteration 4 ![Iteration 4](etc/b7f756ab-bcec-42cb-8f73-f67d4b12694e.jpg) Adding measurement 6eec81e3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.730e+03, gradient 1.640e-03, dot -0.530; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 12.99687223881483, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 6eec81e3 to history. Total: 3 th(0)=12.99687223881483;dx=-2.6796354950252783E-6 New Minimum: 12.99687223881483 > 8.586102068424225 END: th(1871488.617712673)=8.586102068424225; dx=-4.5907742780669146E-7 evalInputDelta=4.410770170390606 Fitness changed from 12.99687223881483 to 8.586102068424225 Iteration 5 complete. Error: 8.586102068424225 Total: 15.4788; Orientation: 0.3660; Line Search: 9.6838 Iteration 5 ![Iteration 5](etc/dfbeda3b-6dd3-4028-8711-433b970d9d06.jpg) Adding measurement 4a0be6a7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.753e+03, gradient 4.136e-03, dot -0.114; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.586102068424225, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 4a0be6a7 to history. Total: 3 th(0)=8.586102068424225;dx=-1.7071865730848012E-5 New Minimum: 8.586102068424225 > 6.017869882285595 WOLF (strong): th(4032000.0000000014)=6.017869882285595; dx=5.292124390081397E-7 evalInputDelta=2.56823218613863 New Minimum: 6.017869882285595 > 5.809786736965179 END: th(2016000.0000000007)=5.809786736965179; dx=-3.064634801581307E-7 evalInputDelta=2.7763153314590454 Fitness changed from 8.586102068424225 to 5.809786736965179 Iteration 6 complete. Error: 5.809786736965179 Total: 21.0917; Orientation: 0.2734; Line Search: 16.1342 Adding measurement 6eaebb18 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.560e+03, gradient 9.937e-04, dot -0.191; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.809786736965179, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 6eaebb18 to history. Total: 3 th(0)=5.809786736965179;dx=-9.806377393922302E-7 New Minimum: 5.809786736965179 > 5.159492209553719 WOLF (strong): th(4343340.335104279)=5.159492209553719; dx=2.0729412467941543E-7 evalInputDelta=0.6502945274114609 New Minimum: 5.159492209553719 > 4.233528718352318 END: th(2171670.1675521396)=4.233528718352318; dx=-3.6969172032617816E-9 evalInputDelta=1.5762580186128616 Fitness changed from 5.809786736965179 to 4.233528718352318 Iteration 7 complete. Error: 4.233528718352318 Total: 20.4105; Orientation: 0.2592; Line Search: 15.2645 Adding measurement 6f232237 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.803e+03, gradient 8.290e-04, dot -0.165; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.233528718352318, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 6f232237 to history. Total: 3 th(0)=4.233528718352318;dx=-6.80835254818981E-7 Armijo: th(4678721.544281683)=4.394218035042286; dx=8.249457887691568E-8 evalInputDelta=-0.1606893166899681 New Minimum: 4.233528718352318 > 3.7642091810703278 WOLF (strong): th(2339360.7721408415)=3.7642091810703278; dx=8.817088973976128E-8 evalInputDelta=0.46931953728199005 New Minimum: 3.7642091810703278 > 3.620960831642151 END: th(779786.9240469472)=3.620960831642151; dx=-1.3182912216833507E-7 evalInputDelta=0.6125678867101669 Fitness changed from 4.233528718352318 to 3.620960831642151 Iteration 8 complete. Error: 3.620960831642151 Total: 25.6666; Orientation: 0.2666; Line Search: 20.5032 Adding measurement 752672a6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.993e+03, gradient 5.939e-04, dot -0.240; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.620960831642151, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 752672a6 to history. Total: 3 th(0)=3.620960831642151;dx=-3.479304604458246E-7 New Minimum: 3.620960831642151 > 3.2283945232629776 WOLF (strong): th(1680000.0000000007)=3.2283945232629776; dx=4.0173181599247034E-9 evalInputDelta=0.3925663083791733 END: th(840000.0000000003)=3.2528769820928574; dx=-1.5119987975265253E-7 evalInputDelta=0.3680838495492935 Fitness changed from 3.620960831642151 to 3.2283945232629776 Iteration 9 complete. Error: 3.2283945232629776 Total: 20.5750; Orientation: 0.2440; Line Search: 15.4893 Adding measurement 1374b85e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.888e+03, gradient 8.043e-04, dot -0.171; [158141ec-3d2e-459b-9e2c-de2cb483e3de = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.2283945232629776, 21.084443729370832, 23.50277940556407, 24.92032370250672 LBFGS Accumulation History: 3 points Removed measurement 1374b85e to history. Total: 3 th(0)=3.2283945232629776;dx=-6.401888451848432E-7 Armijo: th(1809725.139626783)=3.43731277436018; dx=2.993393945421261E-7 evalInputDelta=-0.2089182510972023 New Minimum: 3.2283945232629776 > 2.887509375810623 WOLF (strong): th(904862.5698133915)=2.887509375810623; dx=1.4459780752411857E-7 evalInputDelta=0.34088514745235443 END: th(301620.8566044638)=2.899299204349518; dx=-2.726001284529191E-7 evalInputDelta=0.3290953189134598 Fitness changed from 3.2283945232629776 to 2.887509375810623 Iteration 10 complete. Error: 2.887509375810623 Total: 25.9789; Orientation: 0.3546; Line Search: 20.7702 Iteration 10 ![Iteration 10](etc/c7cfc6cc-f493-41ae-a78b-4572aa995f93.jpg) Final threshold in iteration 11: 2.887509375810623 (> -Infinity) after 238.927s (< 1800.000s)