Epoch 1/100 ---------- lr: 0.001 train loss: 16.5256 val loss: 4.4981 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5761 val loss: 3.1832 Epoch 3/100 ---------- lr: 0.001 train loss: 3.8132 val loss: 3.2011 Epoch 4/100 ---------- lr: 0.001 train loss: 3.3971 val loss: 2.2985 Epoch 5/100 ---------- lr: 0.001 train loss: 3.1065 val loss: 2.5537 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2378 val loss: 1.9222 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6967 val loss: 1.7416 Epoch 8/100 ---------- lr: 0.001 train loss: 2.5223 val loss: 1.5925 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5314 val loss: 1.5851 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2874 val loss: 1.4555 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2006 val loss: 1.3764 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1089 val loss: 1.2558 Epoch 13/100 ---------- lr: 0.001 train loss: 2.5902 val loss: 1.3259 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0504 val loss: 1.1185 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9199 val loss: 1.0523 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8177 val loss: 0.9978 Epoch 17/100 ---------- lr: 0.001 train loss: 1.8098 val loss: 0.9615 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7855 val loss: 1.0160 Epoch 19/100 ---------- lr: 0.001 train loss: 1.8266 val loss: 0.8986 Epoch 20/100 ---------- lr: 0.001 train loss: 1.7221 val loss: 0.9110 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6769 val loss: 0.8393 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6094 val loss: 0.8013 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5530 val loss: 0.8074 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5576 val loss: 0.9280 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4940 val loss: 0.7334 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4907 val loss: 0.7377 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4303 val loss: 0.6404 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5990 val loss: 0.7652 Epoch 29/100 ---------- lr: 0.001 train loss: 1.4547 val loss: 0.6596 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3498 val loss: 0.5824 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3371 val loss: 0.6621 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3378 val loss: 0.5714 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3902 val loss: 0.5887 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3817 val loss: 0.7850 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3953 val loss: 0.7619 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4005 val loss: 0.5682 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2474 val loss: 0.5174 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2633 val loss: 0.6786 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3385 val loss: 0.5373 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2443 val loss: 0.6210 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2815 val loss: 0.4855 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2109 val loss: 0.4410 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1971 val loss: 0.4522 Epoch 44/100 ---------- lr: 0.001 train loss: 1.1914 val loss: 0.4269 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1875 val loss: 0.5926 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2144 val loss: 0.4133 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2231 val loss: 0.6329 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2325 val loss: 0.3973 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1981 val loss: 0.4122 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1274 val loss: 0.4131 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1190 val loss: 0.3744 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1589 val loss: 0.3769 Epoch 53/100 ---------- lr: 0.001 train loss: 1.0992 val loss: 0.3730 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0929 val loss: 0.3624 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1198 val loss: 0.3523 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1073 val loss: 0.3708 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0927 val loss: 0.3761 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1142 val loss: 0.3660 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0822 val loss: 0.3735 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0925 val loss: 0.3415 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0521 val loss: 0.3638 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0598 val loss: 0.3215 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0504 val loss: 0.3229 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0500 val loss: 0.3231 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0682 val loss: 0.3046 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0321 val loss: 0.3092 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0435 val loss: 0.3086 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0306 val loss: 0.3174 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0949 val loss: 0.5308 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0929 val loss: 0.3283 Epoch 71/100 ---------- lr: 0.001 train loss: 1.0349 val loss: 0.3433 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0079 val loss: 0.2956 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0022 val loss: 0.3187 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0096 val loss: 0.2965 Epoch 75/100 ---------- lr: 0.001 train loss: 0.9990 val loss: 0.2731 Epoch 76/100 ---------- lr: 0.001 train loss: 1.1217 val loss: 0.4167 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0760 val loss: 0.3076 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9904 val loss: 0.2831 Epoch 79/100 ---------- lr: 0.001 train loss: 0.9852 val loss: 0.2853 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9805 val loss: 0.2588 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9780 val loss: 0.2708 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9874 val loss: 0.3158 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9775 val loss: 0.2736 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9792 val loss: 0.2737 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9866 val loss: 0.2715 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9938 val loss: 0.3632 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9967 val loss: 0.2506 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9696 val loss: 0.2652 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0524 val loss: 0.6180 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0253 val loss: 0.2646 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9582 val loss: 0.2339 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9527 val loss: 0.2413 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9489 val loss: 0.2443 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9496 val loss: 0.2407 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9742 val loss: 0.2422 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9679 val loss: 0.2962 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9720 val loss: 0.2368 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9569 val loss: 0.2388 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9418 val loss: 0.2372 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9494 val loss: 0.2827 Training complete in 13m 7s Best val loss: 0.2339 at epoch 91 Val MSE at best epoch: 0.0946