Reset training subject: 602697031930900 Reset training subject: 602703381255200 Adding measurement 36b0670 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=26.276818958111107;dx=-1.1484527217295639E-5 New Minimum: 26.276818958111107 > 26.276780837215483 WOLFE (weak): th(2.154434690031884)=26.276780837215483; dx=-1.1479734500780953E-5 evalInputDelta=3.8120895624160767E-5 New Minimum: 26.276780837215483 > 26.27674272377044 WOLFE (weak): th(4.308869380063768)=26.27674272377044; dx=-1.1482814980506884E-5 evalInputDelta=7.623434066772461E-5 New Minimum: 26.27674272377044 > 26.27659071981907 WOLFE (weak): th(12.926608140191302)=26.27659071981907; dx=-1.1475184422246432E-5 evalInputDelta=2.282382920384407E-4 New Minimum: 26.27659071981907 > 26.27590819541365 WOLFE (weak): th(51.70643256076521)=26.27590819541365; dx=-1.1485926686791182E-5 evalInputDelta=9.107626974582672E-4 New Minimum: 26.27590819541365 > 26.272253633476794 WOLFE (weak): th(258.53216280382605)=26.272253633476794; dx=-1.1533598071041043E-5 evalInputDelta=0.004565324634313583 New Minimum: 26.272253633476794 > 26.24921641871333 WOLFE (weak): th(1551.1929768229563)=26.24921641871333; dx=-1.1681277114069083E-5 evalInputDelta=0.027602539397776127 New Minimum: 26.24921641871333 > 26.07369891181588 WOLFE (weak): th(10858.350837760694)=26.07369891181588; dx=-1.2614576517135333E-5 evalInputDelta=0.20312004629522562 New Minimum: 26.07369891181588 > 24.668417455628514 END: th(86866.80670208555)=24.668417455628514; dx=-1.0074729760650638E-5 evalInputDelta=1.608401502482593 Fitness changed from 26.276818958111107 to 24.668417455628514 Iteration 1 complete. Error: 24.668417455628514 Total: 67.1892; Orientation: 0.0173; Line Search: 50.0164 Iteration 1 ![Iteration 1](etc/b24e415c-24a2-4e25-bbae-497c4d90f27a.jpg) Adding measurement 4350595c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.668417455628514;dx=-1.5438913710122836E-5 New Minimum: 24.668417455628514 > 21.674996733665466 END: th(187148.86177126726)=21.674996733665466; dx=-6.959218038823764E-6 evalInputDelta=2.993420721963048 Fitness changed from 24.668417455628514 to 21.674996733665466 Iteration 2 complete. Error: 21.674996733665466 Total: 17.6771; Orientation: 0.0160; Line Search: 12.1961 Iteration 2 ![Iteration 2](etc/ae1fcc97-5ff1-47df-b6d1-7b7e7573be44.jpg) Adding measurement 5ca349bf to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=21.674996733665466;dx=-1.4878243603733186E-5 New Minimum: 21.674996733665466 > 18.06636766344309 END: th(403200.00000000006)=18.06636766344309; dx=-4.09897269597534E-6 evalInputDelta=3.6086290702223778 Fitness changed from 21.674996733665466 to 18.06636766344309 Iteration 3 complete. Error: 18.06636766344309 Total: 16.5115; Orientation: 0.0159; Line Search: 10.7880 Iteration 3 ![Iteration 3](etc/9b9c827f-bdfe-4387-927b-137809ca8b17.jpg) Adding measurement 735770f6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.170e+04, gradient 3.158e-03, dot -0.507; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 18.06636766344309, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 735770f6 to history. Total: 3 th(0)=18.06636766344309;dx=-9.939489368177018E-6 New Minimum: 18.06636766344309 > 13.09631423652172 END: th(868668.0670208557)=13.09631423652172; dx=-1.3598362469962624E-6 evalInputDelta=4.970053426921368 Fitness changed from 18.06636766344309 to 13.09631423652172 Iteration 4 complete. Error: 13.09631423652172 Total: 17.5571; Orientation: 0.1782; Line Search: 11.9174 Iteration 4 ![Iteration 4](etc/88b7972b-1e2f-4c1e-afab-f79557554c2f.jpg) Adding measurement e34b193 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.321e+04, gradient 2.243e-03, dot -0.313; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 13.09631423652172, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement e34b193 to history. Total: 3 th(0)=13.09631423652172;dx=-5.002720372770118E-6 New Minimum: 13.09631423652172 > 9.17952774465084 END: th(1871488.617712673)=9.17952774465084; dx=-3.3954221176556226E-7 evalInputDelta=3.91678649187088 Fitness changed from 13.09631423652172 to 9.17952774465084 Iteration 5 complete. Error: 9.17952774465084 Total: 16.6802; Orientation: 0.1762; Line Search: 10.8862 Iteration 5 ![Iteration 5](etc/c895b7e5-38b3-43b2-aa05-3c1123842324.jpg) Adding measurement 7025da39 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.097e+04, gradient 1.361e-03, dot -0.276; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 9.17952774465084, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 7025da39 to history. Total: 3 th(0)=9.17952774465084;dx=-1.8434547121319392E-6 New Minimum: 9.17952774465084 > 7.469482630491257 WOLF (strong): th(4032000.0000000014)=7.469482630491257; dx=1.2817831153709326E-7 evalInputDelta=1.710045114159584 New Minimum: 7.469482630491257 > 7.051129102706909 END: th(2016000.0000000007)=7.051129102706909; dx=-1.5351425959794083E-7 evalInputDelta=2.1283986419439316 Fitness changed from 9.17952774465084 to 7.051129102706909 Iteration 6 complete. Error: 7.051129102706909 Total: 23.0840; Orientation: 0.1766; Line Search: 17.3917 Adding measurement 4ab00241 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.025e+03, gradient 9.863e-04, dot -0.120; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.051129102706909, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 4ab00241 to history. Total: 3 th(0)=7.051129102706909;dx=-9.678679825902348E-7 New Minimum: 7.051129102706909 > 6.160922795534134 WOLF (strong): th(4343340.335104279)=6.160922795534134; dx=1.540588661652014E-7 evalInputDelta=0.8902063071727753 New Minimum: 6.160922795534134 > 5.696877092123032 END: th(2171670.1675521396)=5.696877092123032; dx=-6.364967966133073E-8 evalInputDelta=1.3542520105838776 Fitness changed from 7.051129102706909 to 5.696877092123032 Iteration 7 complete. Error: 5.696877092123032 Total: 23.0293; Orientation: 0.1781; Line Search: 17.3929 Adding measurement 3faaa7a5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.007e+03, gradient 8.188e-04, dot -0.211; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.696877092123032, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 3faaa7a5 to history. Total: 3 th(0)=5.696877092123032;dx=-6.682908099725645E-7 New Minimum: 5.696877092123032 > 5.555489972233772 WOLF (strong): th(4678721.544281683)=5.555489972233772; dx=1.5364154768419612E-7 evalInputDelta=0.14138711988925934 New Minimum: 5.555489972233772 > 4.892654791474342 WOLF (strong): th(2339360.7721408415)=4.892654791474342; dx=2.62200794505098E-8 evalInputDelta=0.8042223006486893 END: th(779786.9240469472)=5.08705697953701; dx=-4.176194166313451E-7 evalInputDelta=0.6098201125860214 Fitness changed from 5.696877092123032 to 4.892654791474342 Iteration 8 complete. Error: 4.892654791474342 Total: 27.2074; Orientation: 0.1747; Line Search: 21.6834 Adding measurement 6c1ca986 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.018e+03, gradient 7.919e-04, dot -0.106; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.892654791474342, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 6c1ca986 to history. Total: 3 th(0)=4.892654791474342;dx=-6.241525372327748E-7 New Minimum: 4.892654791474342 > 4.093636706471443 END: th(1680000.0000000007)=4.093636706471443; dx=-3.868877583458728E-8 evalInputDelta=0.7990180850028992 Fitness changed from 4.892654791474342 to 4.093636706471443 Iteration 9 complete. Error: 4.093636706471443 Total: 17.8336; Orientation: 0.2246; Line Search: 12.1234 Adding measurement 1cf94698 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.403e+03, gradient 6.192e-04, dot -0.195; [2f145e18-4774-4bba-bbbd-3ddddb12a8a3 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.093636706471443, 21.674996733665466, 24.668417455628514, 26.276818958111107 LBFGS Accumulation History: 3 points Removed measurement 1cf94698 to history. Total: 3 th(0)=4.093636706471443;dx=-3.8147146987064433E-7 New Minimum: 4.093636706471443 > 4.061174005270004 WOLF (strong): th(3619450.279253566)=4.061174005270004; dx=1.1732608278489184E-7 evalInputDelta=0.032462701201438904 New Minimum: 4.061174005270004 > 3.7119838297367096 END: th(1809725.139626783)=3.7119838297367096; dx=-1.6293082244105537E-8 evalInputDelta=0.3816528767347336 Fitness changed from 4.093636706471443 to 3.7119838297367096 Iteration 10 complete. Error: 3.7119838297367096 Total: 21.7807; Orientation: 0.1768; Line Search: 16.2427 Iteration 10 ![Iteration 10](etc/2494e0c7-fcb2-41ef-bdfc-98383da9eeba.jpg) Final threshold in iteration 11: 3.7119838297367096 (> -Infinity) after 248.670s (< 3600.000s)