Reset training subject: 21296251821626 Reset training subject: 21309475599999 Adding measurement 5f3b0aba to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=19.853689030744135;dx=-7.39507016940531E-6 New Minimum: 19.853689030744135 > 19.853638399392366 WOLFE (weak): th(2.154434690031884)=19.853638399392366; dx=-7.37186570359429E-6 evalInputDelta=5.063135176897049E-5 New Minimum: 19.853638399392366 > 19.853588309139013 WOLFE (weak): th(4.308869380063768)=19.853588309139013; dx=-7.2036814355091674E-6 evalInputDelta=1.0072160512208939E-4 New Minimum: 19.853588309139013 > 19.85338907223195 WOLFE (weak): th(12.926608140191302)=19.85338907223195; dx=-7.175937258506237E-6 evalInputDelta=2.999585121870041E-4 New Minimum: 19.85338907223195 > 19.85249105747789 WOLFE (weak): th(51.70643256076521)=19.85249105747789; dx=-7.331059224891325E-6 evalInputDelta=0.0011979732662439346 New Minimum: 19.85249105747789 > 19.8476977115497 WOLFE (weak): th(258.53216280382605)=19.8476977115497; dx=-7.333689855563255E-6 evalInputDelta=0.005991319194436073 New Minimum: 19.8476977115497 > 19.815735556185246 WOLFE (weak): th(1551.1929768229563)=19.815735556185246; dx=-7.404072088914567E-6 evalInputDelta=0.037953474558889866 New Minimum: 19.815735556185246 > 19.602108335122466 WOLFE (weak): th(10858.350837760694)=19.602108335122466; dx=-7.607925601087367E-6 evalInputDelta=0.2515806956216693 New Minimum: 19.602108335122466 > 18.453186713159084 END: th(86866.80670208555)=18.453186713159084; dx=-2.252061283938479E-6 evalInputDelta=1.400502317585051 Fitness changed from 19.853689030744135 to 18.453186713159084 Iteration 1 complete. Error: 18.453186713159084 Total: 144.2892; Orientation: 0.0089; Line Search: 107.3653 Iteration 1 ![Iteration 1](etc/6705ad01-337f-47fc-b360-7f11fd1ddd89.jpg) Adding measurement 3a2298da to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=18.453186713159084;dx=-8.942243177936941E-6 New Minimum: 18.453186713159084 > 16.825614921748638 END: th(187148.86177126726)=16.825614921748638; dx=-1.3501815469657192E-6 evalInputDelta=1.6275717914104462 Fitness changed from 18.453186713159084 to 16.825614921748638 Iteration 2 complete. Error: 16.825614921748638 Total: 35.7117; Orientation: 0.0092; Line Search: 23.9760 Iteration 2 ![Iteration 2](etc/cc6902bf-aba4-475f-8d02-c9082a7ff2a0.jpg) Adding measurement 199c4bbb to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=16.825614921748638;dx=-4.300762183705911E-6 New Minimum: 16.825614921748638 > 15.15368340909481 END: th(403200.00000000006)=15.15368340909481; dx=-2.1402982181310666E-7 evalInputDelta=1.6719315126538277 Fitness changed from 16.825614921748638 to 15.15368340909481 Iteration 3 complete. Error: 15.15368340909481 Total: 36.0865; Orientation: 0.0092; Line Search: 23.9338 Iteration 3 ![Iteration 3](etc/1948a038-6274-4841-8544-0fd57998690a.jpg) Adding measurement 32951f22 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.034e+03, gradient 2.299e-03, dot -0.336; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.15368340909481, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 32951f22 to history. Total: 3 th(0)=15.15368340909481;dx=-5.2641614061880205E-6 New Minimum: 15.15368340909481 > 13.708743661642075 END: th(868668.0670208557)=13.708743661642075; dx=-2.764965185248966E-7 evalInputDelta=1.444939747452736 Fitness changed from 15.15368340909481 to 13.708743661642075 Iteration 4 complete. Error: 13.708743661642075 Total: 36.6165; Orientation: 0.2265; Line Search: 24.6755 Iteration 4 ![Iteration 4](etc/6c489198-5064-4c0e-b98e-08409601779a.jpg) Adding measurement 3646bd5a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.358e+03, gradient 1.367e-03, dot -0.287; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.708743661642075, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 3646bd5a to history. Total: 3 th(0)=13.708743661642075;dx=-1.824281824314984E-6 New Minimum: 13.708743661642075 > 11.521001853048801 END: th(1871488.617712673)=11.521001853048801; dx=-3.015356730884566E-8 evalInputDelta=2.187741808593273 Fitness changed from 13.708743661642075 to 11.521001853048801 Iteration 5 complete. Error: 11.521001853048801 Total: 36.4888; Orientation: 0.2322; Line Search: 24.2054 Iteration 5 ![Iteration 5](etc/cf59cab0-7f98-4bf5-bb5d-da9cb3013f93.jpg) Adding measurement 6357463 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.662e+02, gradient 1.234e-03, dot -0.202; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.521001853048801, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 6357463 to history. Total: 3 th(0)=11.521001853048801;dx=-1.452899360934476E-6 New Minimum: 11.521001853048801 > 11.342279456555843 WOLF (strong): th(4032000.0000000014)=11.342279456555843; dx=1.45599990130322E-7 evalInputDelta=0.17872239649295807 New Minimum: 11.342279456555843 > 10.193423584103584 WOLF (strong): th(2016000.0000000007)=10.193423584103584; dx=3.4078457062199495E-8 evalInputDelta=1.3275782689452171 END: th(672000.0000000002)=10.38087983429432; dx=-2.858997514767446E-7 evalInputDelta=1.1401220187544823 Fitness changed from 11.521001853048801 to 10.193423584103584 Iteration 6 complete. Error: 10.193423584103584 Total: 67.0661; Orientation: 0.2265; Line Search: 54.6081 Adding measurement 4817f30c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.223e+03, gradient 8.650e-04, dot -0.232; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 10.193423584103584, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 4817f30c to history. Total: 3 th(0)=10.193423584103584;dx=-7.365840109169297E-7 New Minimum: 10.193423584103584 > 8.87181530892849 END: th(1447780.1117014263)=8.87181530892849; dx=-8.190967277512776E-8 evalInputDelta=1.3216082751750946 Fitness changed from 10.193423584103584 to 8.87181530892849 Iteration 7 complete. Error: 8.87181530892849 Total: 35.2714; Orientation: 0.2304; Line Search: 23.2430 Adding measurement 4e84467 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.259e+03, gradient 6.697e-04, dot -0.277; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.87181530892849, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 4e84467 to history. Total: 3 th(0)=8.87181530892849;dx=-4.3486069976881714E-7 New Minimum: 8.87181530892849 > 8.177017107605934 WOLF (strong): th(3119147.6961877886)=8.177017107605934; dx=3.910784901985488E-8 evalInputDelta=0.6947982013225555 New Minimum: 8.177017107605934 > 8.022082589566708 END: th(1559573.8480938943)=8.022082589566708; dx=-6.658590881878982E-8 evalInputDelta=0.8497327193617821 Fitness changed from 8.87181530892849 to 8.022082589566708 Iteration 8 complete. Error: 8.022082589566708 Total: 47.8306; Orientation: 0.2214; Line Search: 35.5069 Adding measurement 4c9e358f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.717e+03, gradient 5.847e-04, dot -0.368; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 8.022082589566708, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 4c9e358f to history. Total: 3 th(0)=8.022082589566708;dx=-3.1438233447541353E-7 New Minimum: 8.022082589566708 > 7.825809508562088 WOLF (strong): th(3360000.0000000014)=7.825809508562088; dx=3.935136572551833E-8 evalInputDelta=0.1962730810046196 New Minimum: 7.825809508562088 > 7.421288460493088 END: th(1680000.0000000007)=7.421288460493088; dx=-2.3553124515439526E-8 evalInputDelta=0.6007941290736198 Fitness changed from 8.022082589566708 to 7.421288460493088 Iteration 9 complete. Error: 7.421288460493088 Total: 48.3563; Orientation: 0.2489; Line Search: 35.8865 Adding measurement 4122ef77 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.471e+03, gradient 5.912e-04, dot -0.304; [0dac9c55-e88c-4116-a625-3a099d27b8af = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.421288460493088, 16.825614921748638, 18.453186713159084, 19.853689030744135 LBFGS Accumulation History: 3 points Removed measurement 4122ef77 to history. Total: 3 th(0)=7.421288460493088;dx=-3.369847949189892E-7 New Minimum: 7.421288460493088 > 7.346122309565544 WOLF (strong): th(3619450.279253566)=7.346122309565544; dx=5.405276776054283E-8 evalInputDelta=0.07516615092754364 New Minimum: 7.346122309565544 > 6.930884286761284 END: th(1809725.139626783)=6.930884286761284; dx=-1.935169994229219E-9 evalInputDelta=0.4904041737318039 Fitness changed from 7.421288460493088 to 6.930884286761284 Iteration 10 complete. Error: 6.930884286761284 Total: 48.2497; Orientation: 0.2287; Line Search: 35.7520 Iteration 10 ![Iteration 10](etc/064e1f66-a48c-4e8e-b9e3-2f3b8d0d5a78.jpg) Final threshold in iteration 11: 6.930884286761284 (> -Infinity) after 536.085s (< 1800.000s)