Reset training subject: 11213196734381 Reset training subject: 11225363381825 Adding measurement ecf673c to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.711809784173965;dx=-8.485771487366343E-7 New Minimum: 8.711809784173965 > 8.711804047226906 WOLFE (weak): th(2.154434690031884)=8.711804047226906; dx=-8.470125522695366E-7 evalInputDelta=5.736947059631348E-6 New Minimum: 8.711804047226906 > 8.71179822832346 WOLFE (weak): th(4.308869380063768)=8.71179822832346; dx=-8.478916941332006E-7 evalInputDelta=1.1555850505828857E-5 New Minimum: 8.71179822832346 > 8.711775466799736 WOLFE (weak): th(12.926608140191302)=8.711775466799736; dx=-8.466944174506663E-7 evalInputDelta=3.431737422943115E-5 New Minimum: 8.711775466799736 > 8.711672380566597 WOLFE (weak): th(51.70643256076521)=8.711672380566597; dx=-8.474823087687893E-7 evalInputDelta=1.3740360736846924E-4 New Minimum: 8.711672380566597 > 8.711121335625648 WOLFE (weak): th(258.53216280382605)=8.711121335625648; dx=-8.494517879893497E-7 evalInputDelta=6.884485483169556E-4 New Minimum: 8.711121335625648 > 8.707682393491268 WOLFE (weak): th(1551.1929768229563)=8.707682393491268; dx=-8.45814637272516E-7 evalInputDelta=0.004127390682697296 New Minimum: 8.707682393491268 > 8.682976111769676 WOLFE (weak): th(10858.350837760694)=8.682976111769676; dx=-8.292792766632499E-7 evalInputDelta=0.028833672404289246 New Minimum: 8.682976111769676 > 8.482356488704681 WOLFE (weak): th(86866.80670208555)=8.482356488704681; dx=-7.86529563971641E-7 evalInputDelta=0.22945329546928406 New Minimum: 8.482356488704681 > 7.101029492914677 END: th(781801.26031877)=7.101029492914677; dx=-4.262985907435429E-7 evalInputDelta=1.6107802912592888 Fitness changed from 8.711809784173965 to 7.101029492914677 Iteration 1 complete. Error: 7.101029492914677 Total: 156.2107; Orientation: 0.0087; Line Search: 119.9056 Iteration 1 ![Iteration 1](etc/0977f65d-1042-4bc7-9f59-6e45d621c558.jpg) Adding measurement 7575ea2a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.101029492914677;dx=-5.075056258875864E-7 New Minimum: 7.101029492914677 > 5.4235038459300995 END: th(1684339.7559414052)=5.4235038459300995; dx=-1.4052051229623603E-7 evalInputDelta=1.6775256469845772 Fitness changed from 7.101029492914677 to 5.4235038459300995 Iteration 2 complete. Error: 5.4235038459300995 Total: 36.8631; Orientation: 0.0245; Line Search: 24.7018 Iteration 2 ![Iteration 2](etc/c3b5d633-7e16-4302-b3bc-b615fd5cdf82.jpg) Adding measurement 665a60bd to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.4235038459300995;dx=-5.855800770925028E-7 New Minimum: 5.4235038459300995 > 4.918148949742317 WOLF (strong): th(3628800.0)=4.918148949742317; dx=7.585845459251422E-8 evalInputDelta=0.5053548961877823 New Minimum: 4.918148949742317 > 4.49735364317894 WOLF (strong): th(1814400.0)=4.49735364317894; dx=4.6109805542189416E-9 evalInputDelta=0.9261502027511597 END: th(604800.0)=4.820802927017212; dx=-2.3569319915938346E-7 evalInputDelta=0.6027009189128876 Fitness changed from 5.4235038459300995 to 4.49735364317894 Iteration 3 complete. Error: 4.49735364317894 Total: 59.7205; Orientation: 0.0091; Line Search: 47.7602 Iteration 3 ![Iteration 3](etc/b9399e1d-35e1-4e4a-914a-003d59f130ef.jpg) Adding measurement 382b3d2c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.253e+03, gradient 7.101e-04, dot -0.510; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.49735364317894, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 382b3d2c to history. Total: 3 th(0)=4.49735364317894;dx=-4.943719357812799E-7 New Minimum: 4.49735364317894 > 3.6734190583229065 END: th(1303002.1005312833)=3.6734190583229065; dx=-6.280992453794495E-8 evalInputDelta=0.8239345848560333 Fitness changed from 4.49735364317894 to 3.6734190583229065 Iteration 4 complete. Error: 3.6734190583229065 Total: 36.5392; Orientation: 0.2578; Line Search: 24.3666 Iteration 4 ![Iteration 4](etc/63a225ef-1b41-4489-9896-0c7d381a4f6e.jpg) Adding measurement 6aa434af to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.257e+03, gradient 4.951e-04, dot -0.568; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.6734190583229065, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 6aa434af to history. Total: 3 th(0)=3.6734190583229065;dx=-2.4185879001052934E-7 New Minimum: 3.6734190583229065 > 3.097433775663376 WOLF (strong): th(2807232.9265690087)=3.097433775663376; dx=9.93338376725513E-9 evalInputDelta=0.5759852826595306 New Minimum: 3.097433775663376 > 3.095018655061722 END: th(1403616.4632845044)=3.095018655061722; dx=-6.915172814812615E-8 evalInputDelta=0.5784004032611847 Fitness changed from 3.6734190583229065 to 3.095018655061722 Iteration 5 complete. Error: 3.095018655061722 Total: 49.5513; Orientation: 0.2362; Line Search: 36.6792 Iteration 5 ![Iteration 5](etc/85250408-0327-46d7-87fb-0a8d4d0675e7.jpg) Adding measurement 4fed474e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.121e+03, gradient 4.197e-04, dot -0.586; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.095018655061722, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 4fed474e to history. Total: 3 th(0)=3.095018655061722;dx=-1.720265206920867E-7 New Minimum: 3.095018655061722 > 2.7215903252363205 END: th(3024000.0)=2.7215903252363205; dx=-1.342375722557822E-9 evalInputDelta=0.3734283298254013 Fitness changed from 3.095018655061722 to 2.7215903252363205 Iteration 6 complete. Error: 2.7215903252363205 Total: 36.3931; Orientation: 0.2302; Line Search: 23.8046 Adding measurement 3f04188a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.825e+03, gradient 5.868e-04, dot -0.394; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7215903252363205, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 3f04188a to history. Total: 3 th(0)=2.7215903252363205;dx=-3.222936130278695E-7 Armijo: th(6515010.502656417)=4.777730479836464; dx=1.0249012128944582E-7 evalInputDelta=-2.0561401546001434 Armijo: th(3257505.2513282085)=3.0484932214021683; dx=1.3169120750695252E-7 evalInputDelta=-0.3269028961658478 New Minimum: 2.7215903252363205 > 2.210068166255951 END: th(1085835.0837760696)=2.210068166255951; dx=-1.7050483752871738E-8 evalInputDelta=0.5115221589803696 Fitness changed from 2.7215903252363205 to 2.210068166255951 Iteration 7 complete. Error: 2.210068166255951 Total: 60.2296; Orientation: 0.2683; Line Search: 48.1077 Adding measurement 4bc50ce9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.839e+03, gradient 3.736e-04, dot -0.504; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.210068166255951, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 4bc50ce9 to history. Total: 3 th(0)=2.210068166255951;dx=-1.3330385717758935E-7 New Minimum: 2.210068166255951 > 1.9044853150844574 END: th(2339360.772140841)=1.9044853150844574; dx=-2.4951690715113355E-9 evalInputDelta=0.30558285117149353 Fitness changed from 2.210068166255951 to 1.9044853150844574 Iteration 8 complete. Error: 1.9044853150844574 Total: 36.4847; Orientation: 0.2264; Line Search: 24.3263 Adding measurement 68c3ec41 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.171e+03, gradient 4.489e-04, dot -0.433; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9044853150844574, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 68c3ec41 to history. Total: 3 th(0)=1.9044853150844574;dx=-1.925416486155095E-7 Armijo: th(5040000.000000001)=3.36857108771801; dx=8.888045112668797E-8 evalInputDelta=-1.4640857726335526 Armijo: th(2520000.0000000005)=2.149677410721779; dx=1.0750722316347914E-7 evalInputDelta=-0.24519209563732147 New Minimum: 1.9044853150844574 > 1.6385298669338226 END: th(840000.0000000001)=1.6385298669338226; dx=-4.050832501074964E-8 evalInputDelta=0.26595544815063477 Fitness changed from 1.9044853150844574 to 1.6385298669338226 Iteration 9 complete. Error: 1.6385298669338226 Total: 60.5917; Orientation: 0.2266; Line Search: 47.9734 Adding measurement 47e41eda to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.959e+03, gradient 3.097e-04, dot -0.537; [ee73624c-d88c-40f7-898b-220e584b209b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6385298669338226, 5.4235038459300995, 7.101029492914677, 8.711809784173965 LBFGS Accumulation History: 3 points Removed measurement 47e41eda to history. Total: 3 th(0)=1.6385298669338226;dx=-9.280707020842983E-8 New Minimum: 1.6385298669338226 > 1.4549653977155685 END: th(1809725.1396267826)=1.4549653977155685; dx=-1.6785185319483077E-8 evalInputDelta=0.1835644692182541 Fitness changed from 1.6385298669338226 to 1.4549653977155685 Iteration 10 complete. Error: 1.4549653977155685 Total: 36.5002; Orientation: 0.2183; Line Search: 24.3989 Iteration 10 ![Iteration 10](etc/a1de8686-25da-4827-b3cb-d6befb226ee8.jpg) Final threshold in iteration 11: 1.4549653977155685 (> -Infinity) after 569.202s (< 1800.000s)