Reset training subject: 718470846826 Reset training subject: 725006591721 Adding measurement 6b99a43e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=34.37196245416999;dx=-1.6239626221051435E-4 New Minimum: 34.37196245416999 > 34.37117318762466 WOLFE (weak): th(2.154434690031884)=34.37117318762466; dx=-1.623437275207383E-4 evalInputDelta=7.892665453255177E-4 New Minimum: 34.37117318762466 > 34.37038644263521 WOLFE (weak): th(4.308869380063768)=34.37038644263521; dx=-1.6134765842036418E-4 evalInputDelta=0.001576011534780264 New Minimum: 34.37038644263521 > 34.36724109016359 WOLFE (weak): th(12.926608140191302)=34.36724109016359; dx=-1.6205709259574394E-4 evalInputDelta=0.004721364006400108 New Minimum: 34.36724109016359 > 34.353764962404966 WOLFE (weak): th(51.70643256076521)=34.353764962404966; dx=-1.5766172582411356E-4 evalInputDelta=0.018197491765022278 New Minimum: 34.353764962404966 > 34.26939115021378 WOLFE (weak): th(258.53216280382605)=34.26939115021378; dx=-1.565561919053273E-4 evalInputDelta=0.10257130395621061 New Minimum: 34.26939115021378 > 33.80277984868735 WOLFE (weak): th(1551.1929768229563)=33.80277984868735; dx=-1.5378940353333385E-4 evalInputDelta=0.5691826054826379 New Minimum: 33.80277984868735 > 30.94236666429788 END: th(10858.350837760694)=30.94236666429788; dx=-9.750233432110589E-5 evalInputDelta=3.42959578987211 Fitness changed from 34.37196245416999 to 30.94236666429788 Iteration 1 complete. Error: 30.94236666429788 Total: 55.9991; Orientation: 0.0504; Line Search: 39.4202 Iteration 1 ![Iteration 1](etc/a691d3ba-1379-4b54-aceb-c5d467e7965f.jpg) Adding measurement 635a61ce to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=30.94236666429788;dx=-1.1479044153910384E-4 New Minimum: 30.94236666429788 > 26.86911141872406 END: th(23393.607721408407)=26.86911141872406; dx=-3.7478125671112686E-5 evalInputDelta=4.073255245573819 Fitness changed from 30.94236666429788 to 26.86911141872406 Iteration 2 complete. Error: 26.86911141872406 Total: 14.1533; Orientation: 0.0063; Line Search: 9.3884 Iteration 2 ![Iteration 2](etc/fb075275-dd53-45ef-8c82-7fc7210148f4.jpg) Adding measurement 2d0afb70 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=26.86911141872406;dx=-4.06031093584778E-5 New Minimum: 26.86911141872406 > 23.758604593575 END: th(50400.00000000001)=23.758604593575; dx=-1.3866963783774628E-5 evalInputDelta=3.1105068251490593 Fitness changed from 26.86911141872406 to 23.758604593575 Iteration 3 complete. Error: 23.758604593575 Total: 14.2430; Orientation: 0.0034; Line Search: 9.6293 Iteration 3 ![Iteration 3](etc/94b394eb-8a8e-4d21-ae75-b85efc39a8d5.jpg) Adding measurement 41548208 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.735e+02, gradient 4.420e-03, dot -0.643; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 23.758604593575, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 41548208 to history. Total: 3 th(0)=23.758604593575;dx=-1.8716804780558433E-5 New Minimum: 23.758604593575 > 21.53641676902771 END: th(108583.50837760697)=21.53641676902771; dx=-2.3324194963181035E-6 evalInputDelta=2.222187824547291 Fitness changed from 23.758604593575 to 21.53641676902771 Iteration 4 complete. Error: 21.53641676902771 Total: 14.9448; Orientation: 0.1166; Line Search: 9.5116 Iteration 4 ![Iteration 4](etc/117d5dea-798c-4b0c-8368-50f3980a33ab.jpg) Adding measurement 228f2c3a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.149e+02, gradient 5.892e-03, dot -0.402; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.53641676902771, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 228f2c3a to history. Total: 3 th(0)=21.53641676902771;dx=-3.2901707291473236E-5 New Minimum: 21.53641676902771 > 18.94372607022524 END: th(233936.07721408413)=18.94372607022524; dx=-3.2014930247727933E-6 evalInputDelta=2.592690698802471 Fitness changed from 21.53641676902771 to 18.94372607022524 Iteration 5 complete. Error: 18.94372607022524 Total: 14.3989; Orientation: 0.4225; Line Search: 9.3318 Iteration 5 ![Iteration 5](etc/5eeff8b0-9619-48af-9f37-d0aff4e279a1.jpg) Adding measurement 5c7298f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.762e+02, gradient 2.907e-03, dot -0.391; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.94372607022524, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 5c7298f2 to history. Total: 3 th(0)=18.94372607022524;dx=-8.173740696803955E-6 New Minimum: 18.94372607022524 > 15.787655778229237 END: th(504000.0000000002)=15.787655778229237; dx=-1.422227670508972E-6 evalInputDelta=3.156070291996002 Fitness changed from 18.94372607022524 to 15.787655778229237 Iteration 6 complete. Error: 15.787655778229237 Total: 14.4823; Orientation: 0.0940; Line Search: 9.3354 Adding measurement 7715c1a4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.742e+02, gradient 2.039e-03, dot -0.395; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.787655778229237, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 7715c1a4 to history. Total: 3 th(0)=15.787655778229237;dx=-4.044909759458572E-6 New Minimum: 15.787655778229237 > 13.33565366268158 END: th(1085835.0837760698)=13.33565366268158; dx=-5.313866771477653E-7 evalInputDelta=2.452002115547657 Fitness changed from 15.787655778229237 to 13.33565366268158 Iteration 7 complete. Error: 13.33565366268158 Total: 15.8672; Orientation: 0.1036; Line Search: 11.0669 Adding measurement 68581b78 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.386e+02, gradient 2.311e-03, dot -0.260; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.33565366268158, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 68581b78 to history. Total: 3 th(0)=13.33565366268158;dx=-5.0189460027385045E-6 New Minimum: 13.33565366268158 > 11.178110241889954 END: th(2339360.7721408415)=11.178110241889954; dx=-9.982412824404501E-8 evalInputDelta=2.157543420791626 Fitness changed from 13.33565366268158 to 11.178110241889954 Iteration 8 complete. Error: 11.178110241889954 Total: 15.0430; Orientation: 0.0757; Line Search: 9.4783 Adding measurement 19dd0aeb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.162e+02, gradient 1.091e-03, dot -0.201; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.178110241889954, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 19dd0aeb to history. Total: 3 th(0)=11.178110241889954;dx=-1.1074290527247761E-6 New Minimum: 11.178110241889954 > 8.73335836827755 WOLF (strong): th(5040000.000000002)=8.73335836827755; dx=7.184169618682138E-9 evalInputDelta=2.444751873612404 New Minimum: 8.73335836827755 > 8.622006639838219 END: th(2520000.000000001)=8.622006639838219; dx=-1.0057810227050173E-7 evalInputDelta=2.556103602051735 Fitness changed from 11.178110241889954 to 8.622006639838219 Iteration 9 complete. Error: 8.622006639838219 Total: 19.2955; Orientation: 0.0929; Line Search: 14.3236 Adding measurement 35a68e73 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.995e+02, gradient 8.244e-04, dot -0.199; [09d9f0a3-aeb8-4480-a682-9851dd664208 = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.622006639838219, 26.86911141872406, 30.94236666429788, 34.37196245416999 LBFGS Accumulation History: 3 points Removed measurement 35a68e73 to history. Total: 3 th(0)=8.622006639838219;dx=-6.357209430165313E-7 Armijo: th(5429175.418880349)=8.632223308086395; dx=4.064036094921779E-8 evalInputDelta=-0.010216668248176575 New Minimum: 8.622006639838219 > 7.9345037043094635 END: th(2714587.7094401745)=7.9345037043094635; dx=-7.002377956248067E-8 evalInputDelta=0.6875029355287552 Fitness changed from 8.622006639838219 to 7.9345037043094635 Iteration 10 complete. Error: 7.9345037043094635 Total: 19.7189; Orientation: 0.0855; Line Search: 14.9318 Iteration 10 ![Iteration 10](etc/5bdab2e2-406c-4ea2-b82a-cf155dac4092.jpg) Final threshold in iteration 11: 7.9345037043094635 (> -Infinity) after 198.179s (< 1800.000s)