Epoch 1/100 ---------- lr: 0.001 train loss: 14.7891 val loss: 4.1508 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5529 val loss: 3.4700 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7315 val loss: 3.0681 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1448 val loss: 2.6052 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9804 val loss: 2.0687 Epoch 6/100 ---------- lr: 0.001 train loss: 2.4826 val loss: 1.7060 Epoch 7/100 ---------- lr: 0.001 train loss: 2.2517 val loss: 1.7156 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2810 val loss: 1.8417 Epoch 9/100 ---------- lr: 0.001 train loss: 1.9117 val loss: 1.3047 Epoch 10/100 ---------- lr: 0.001 train loss: 1.7302 val loss: 1.1197 Epoch 11/100 ---------- lr: 0.001 train loss: 1.6346 val loss: 1.1424 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5082 val loss: 1.0759 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6661 val loss: 1.0546 Epoch 14/100 ---------- lr: 0.001 train loss: 1.3607 val loss: 0.8970 Epoch 15/100 ---------- lr: 0.001 train loss: 1.4477 val loss: 0.9687 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3904 val loss: 0.7536 Epoch 17/100 ---------- lr: 0.001 train loss: 1.1496 val loss: 0.6693 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1025 val loss: 0.7057 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2385 val loss: 0.8418 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0642 val loss: 0.6196 Epoch 21/100 ---------- lr: 0.001 train loss: 0.9832 val loss: 0.5131 Epoch 22/100 ---------- lr: 0.001 train loss: 0.9302 val loss: 0.6140 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9254 val loss: 0.5001 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9221 val loss: 0.7718 Epoch 25/100 ---------- lr: 0.001 train loss: 0.8792 val loss: 0.6246 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8558 val loss: 0.4083 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8196 val loss: 0.5936 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1276 val loss: 0.6204 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9589 val loss: 0.4393 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7937 val loss: 0.3543 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7407 val loss: 0.3424 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7225 val loss: 0.3823 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7178 val loss: 0.4044 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7572 val loss: 0.4689 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8915 val loss: 0.3262 Epoch 36/100 ---------- lr: 0.001 train loss: 0.6805 val loss: 0.2895 Epoch 37/100 ---------- lr: 0.001 train loss: 0.6678 val loss: 0.2800 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7005 val loss: 0.3567 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7471 val loss: 0.3252 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7034 val loss: 0.2865 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6369 val loss: 0.2785 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7107 val loss: 0.4157 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6774 val loss: 0.2886 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9601 val loss: 0.3401 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6636 val loss: 0.2778 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6447 val loss: 0.2699 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6556 val loss: 0.2818 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6341 val loss: 0.2377 Epoch 49/100 ---------- lr: 0.001 train loss: 0.5980 val loss: 0.2543 Epoch 50/100 ---------- lr: 0.001 train loss: 0.5859 val loss: 0.2305 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6228 val loss: 0.2652 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6424 val loss: 0.2526 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6044 val loss: 0.2297 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6084 val loss: 0.2293 Epoch 55/100 ---------- lr: 0.001 train loss: 0.5778 val loss: 0.2394 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6626 val loss: 0.2951 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6679 val loss: 0.4553 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6182 val loss: 0.2266 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5714 val loss: 0.2125 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5496 val loss: 0.1968 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6348 val loss: 0.3617 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5908 val loss: 0.2155 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5525 val loss: 0.1946 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5487 val loss: 0.2172 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5693 val loss: 0.2909 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7743 val loss: 0.7154 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6356 val loss: 0.2318 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5379 val loss: 0.2195 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5322 val loss: 0.2051 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5269 val loss: 0.2080 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5378 val loss: 0.2626 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6336 val loss: 0.2583 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5598 val loss: 0.2167 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5233 val loss: 0.2241 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5272 val loss: 0.2001 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5199 val loss: 0.2052 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5636 val loss: 0.5036 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5744 val loss: 0.2184 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5153 val loss: 0.3156 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5892 val loss: 0.2162 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5222 val loss: 0.1981 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5090 val loss: 0.1908 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5037 val loss: 0.2219 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6011 val loss: 0.2083 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5171 val loss: 0.2196 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5108 val loss: 0.1826 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5024 val loss: 0.1831 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5013 val loss: 0.1880 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5099 val loss: 0.2219 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5059 val loss: 0.1858 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5133 val loss: 0.2217 Epoch 92/100 ---------- lr: 0.001 train loss: 0.8281 val loss: 0.3000 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5364 val loss: 0.2004 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4989 val loss: 0.1839 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4903 val loss: 0.1704 Epoch 96/100 ---------- lr: 0.001 train loss: 0.4867 val loss: 0.1695 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4898 val loss: 0.1770 Epoch 98/100 ---------- lr: 0.001 train loss: 0.4828 val loss: 0.1739 Epoch 99/100 ---------- lr: 0.001 train loss: 0.4937 val loss: 0.1903 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4931 val loss: 0.1470 Training complete in 13m 57s Best val loss: 0.1470 at epoch 100 Val MSE at best epoch: 0.0608