Reset training subject: 1001576219055 Reset training subject: 1016662019388 Adding measurement 32f26337 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=5.194810651242733;dx=-1.1736422389908384E-6 New Minimum: 5.194810651242733 > 5.194806814193726 WOLFE (weak): th(2.154434690031884)=5.194806814193726; dx=-1.1680535674077537E-6 evalInputDelta=3.8370490074157715E-6 New Minimum: 5.194806814193726 > 5.194801971316338 WOLFE (weak): th(4.308869380063768)=5.194801971316338; dx=-1.1681074408154913E-6 evalInputDelta=8.67992639541626E-6 New Minimum: 5.194801971316338 > 5.194784991443157 WOLFE (weak): th(12.926608140191302)=5.194784991443157; dx=-1.1678690858678228E-6 evalInputDelta=2.5659799575805664E-5 New Minimum: 5.194784991443157 > 5.194708846509457 WOLFE (weak): th(51.70643256076521)=5.194708846509457; dx=-1.1677960005665242E-6 evalInputDelta=1.0180473327636719E-4 New Minimum: 5.194708846509457 > 5.194301225244999 WOLFE (weak): th(258.53216280382605)=5.194301225244999; dx=-1.1681850062995821E-6 evalInputDelta=5.094259977340698E-4 New Minimum: 5.194301225244999 > 5.191752426326275 WOLFE (weak): th(1551.1929768229563)=5.191752426326275; dx=-1.1678632901816154E-6 evalInputDelta=0.00305822491645813 New Minimum: 5.191752426326275 > 5.173422299325466 WOLFE (weak): th(10858.350837760694)=5.173422299325466; dx=-1.1638251740188596E-6 evalInputDelta=0.021388351917266846 New Minimum: 5.173422299325466 > 5.025893568992615 WOLFE (weak): th(86866.80670208555)=5.025893568992615; dx=-1.1367243121024158E-6 evalInputDelta=0.16891708225011826 New Minimum: 5.025893568992615 > 3.9216948747634888 END: th(781801.26031877)=3.9216948747634888; dx=-7.635454372992325E-7 evalInputDelta=1.2731157764792442 Fitness changed from 5.194810651242733 to 3.9216948747634888 Iteration 1 complete. Error: 3.9216948747634888 Total: 196.5698; Orientation: 0.0406; Line Search: 152.3350 Iteration 1 ![Iteration 1](etc/7a4c3c24-bac0-42ec-b881-730fcacf3b20.jpg) Adding measurement 7ff64f7c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=3.9216948747634888;dx=-8.60331497320785E-7 New Minimum: 3.9216948747634888 > 2.2357431799173355 END: th(1684339.7559414052)=2.2357431799173355; dx=-3.8039770119940894E-7 evalInputDelta=1.6859516948461533 Fitness changed from 3.9216948747634888 to 2.2357431799173355 Iteration 2 complete. Error: 2.2357431799173355 Total: 46.1626; Orientation: 0.0421; Line Search: 30.0132 Iteration 2 ![Iteration 2](etc/19d858a2-68d6-4d6a-b732-092fa1ee1d8d.jpg) Adding measurement 1c301354 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.2357431799173355;dx=-5.877901518605252E-7 New Minimum: 2.2357431799173355 > 0.5365852266550064 END: th(3628800.0)=0.5365852266550064; dx=-1.6049387228122192E-7 evalInputDelta=1.699157953262329 Fitness changed from 2.2357431799173355 to 0.5365852266550064 Iteration 3 complete. Error: 0.5365852266550064 Total: 46.1040; Orientation: 0.0423; Line Search: 31.4414 Iteration 3 ![Iteration 3](etc/287957d7-b23c-4ada-9170-43dde72ee716.jpg) Adding measurement d865230 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.691e+03, gradient 6.263e-04, dot -0.518; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5365852266550064, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement d865230 to history. Total: 3 th(0)=0.5365852266550064;dx=-3.921727012395264E-7 New Minimum: 0.5365852266550064 > -1.0511776208877563 END: th(7818012.6031877)=-1.0511776208877563; dx=-5.986861844635522E-8 evalInputDelta=1.5877628475427628 Fitness changed from 0.5365852266550064 to -1.0511776208877563 Iteration 4 complete. Error: -1.0511776208877563 Total: 46.9656; Orientation: 0.9575; Line Search: 29.9095 Iteration 4 ![Iteration 4](etc/5d715198-2ef2-4b43-aae4-973761c6f18c.jpg) Adding measurement 2f5de1dd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.967e+03, gradient 6.067e-04, dot -0.377; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0511776208877563, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 2f5de1dd to history. Total: 3 th(0)=-1.0511776208877563;dx=-3.6798393564131837E-7 New Minimum: -1.0511776208877563 > -2.2282606065273285 END: th(1.684339755941405E7)=-2.2282606065273285; dx=-2.487793325561671E-9 evalInputDelta=1.1770829856395721 Fitness changed from -1.0511776208877563 to -2.2282606065273285 Iteration 5 complete. Error: -2.2282606065273285 Total: 49.8416; Orientation: 0.9571; Line Search: 32.4548 Iteration 5 ![Iteration 5](etc/9f85c705-8ab4-4288-b23d-68439c2e9005.jpg) Adding measurement 28249c62 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.481e+03, gradient 5.968e-04, dot -0.236; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.2282606065273285, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 28249c62 to history. Total: 3 th(0)=-2.2282606065273285;dx=-3.5614557354337884E-7 Armijo: th(3.6288E7)=-1.3474923148751259; dx=5.0085014085582633E-8 evalInputDelta=-0.8807682916522026 New Minimum: -2.2282606065273285 > -2.9147511795163155 WOLF (strong): th(1.8144E7)=-2.9147511795163155; dx=3.7637351031299413E-8 evalInputDelta=0.686490572988987 New Minimum: -2.9147511795163155 > -3.238904260098934 END: th(6048000.0)=-3.238904260098934; dx=-1.7164042754325437E-8 evalInputDelta=1.0106436535716057 Fitness changed from -2.2282606065273285 to -3.238904260098934 Iteration 6 complete. Error: -3.238904260098934 Total: 77.7564; Orientation: 0.9441; Line Search: 62.1411 Adding measurement 68d21a95 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.419e+03, gradient 3.620e-04, dot -0.236; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.238904260098934, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 68d21a95 to history. Total: 3 th(0)=-3.238904260098934;dx=-1.3103060417302313E-7 Armijo: th(1.3030021005312834E7)=-3.1009267419576645; dx=4.9731868246811116E-8 evalInputDelta=-0.13797751814126968 New Minimum: -3.238904260098934 > -3.63904832303524 WOLF (strong): th(6515010.502656417)=-3.63904832303524; dx=3.1108390037806536E-8 evalInputDelta=0.400144062936306 END: th(2171670.167552139)=-3.6046104580163956; dx=-5.769661153417488E-8 evalInputDelta=0.3657061979174614 Fitness changed from -3.238904260098934 to -3.63904832303524 Iteration 7 complete. Error: -3.63904832303524 Total: 77.3228; Orientation: 0.9996; Line Search: 60.0759 Adding measurement 60b4bfcc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.227e+03, gradient 4.435e-04, dot -0.247; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.63904832303524, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 60b4bfcc to history. Total: 3 th(0)=-3.63904832303524;dx=-1.9661590825359415E-7 New Minimum: -3.63904832303524 > -3.980714738368988 WOLF (strong): th(4678721.544281682)=-3.980714738368988; dx=4.997894197096278E-8 evalInputDelta=0.34166641533374786 New Minimum: -3.980714738368988 > -4.07303361594677 END: th(2339360.772140841)=-4.07303361594677; dx=-2.7677211410485406E-8 evalInputDelta=0.43398529291152954 Fitness changed from -3.63904832303524 to -4.07303361594677 Iteration 8 complete. Error: -4.07303361594677 Total: 64.0558; Orientation: 0.9619; Line Search: 45.9425 Adding measurement 4ae41659 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.870e+03, gradient 1.922e-04, dot -0.413; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.07303361594677, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 4ae41659 to history. Total: 3 th(0)=-4.07303361594677;dx=-3.6937376475698404E-8 New Minimum: -4.07303361594677 > -4.329521596431732 END: th(5040000.000000001)=-4.329521596431732; dx=-2.219028637509014E-8 evalInputDelta=0.25648798048496246 Fitness changed from -4.07303361594677 to -4.329521596431732 Iteration 9 complete. Error: -4.329521596431732 Total: 47.2058; Orientation: 0.9377; Line Search: 32.0193 Adding measurement 1cfde4d0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.672e+03, gradient 1.804e-04, dot -0.413; [05498d3d-5750-424c-a33c-270ad25084fc = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.329521596431732, 2.2357431799173355, 3.9216948747634888, 5.194810651242733 LBFGS Accumulation History: 3 points Removed measurement 1cfde4d0 to history. Total: 3 th(0)=-4.329521596431732;dx=-3.252155221582802E-8 New Minimum: -4.329521596431732 > -4.525095701217651 END: th(1.0858350837760696E7)=-4.525095701217651; dx=-1.1706700343779325E-10 evalInputDelta=0.1955741047859192 Fitness changed from -4.329521596431732 to -4.525095701217651 Iteration 10 complete. Error: -4.525095701217651 Total: 47.3607; Orientation: 1.0177; Line Search: 31.0026 Iteration 10 ![Iteration 10](etc/d2007a1b-98a1-434f-9cf5-70828d2a9915.jpg) Final threshold in iteration 11: -4.525095701217651 (> -Infinity) after 699.664s (< 1800.000s)