Epoch 1/100 ---------- lr: 0.001 train loss: 14.1871 val loss: 5.6633 Epoch 2/100 ---------- lr: 0.001 train loss: 4.2828 val loss: 3.3080 Epoch 3/100 ---------- lr: 0.001 train loss: 3.4746 val loss: 2.8235 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2163 val loss: 2.6326 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3109 val loss: 5.4109 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1583 val loss: 2.0451 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4429 val loss: 1.7086 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2364 val loss: 1.6474 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0445 val loss: 1.4132 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0257 val loss: 1.4826 Epoch 11/100 ---------- lr: 0.001 train loss: 1.8930 val loss: 1.8394 Epoch 12/100 ---------- lr: 0.001 train loss: 1.9435 val loss: 2.2226 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9617 val loss: 1.0960 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5243 val loss: 1.0284 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6021 val loss: 1.1324 Epoch 16/100 ---------- lr: 0.001 train loss: 1.7254 val loss: 1.0194 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3190 val loss: 1.2356 Epoch 18/100 ---------- lr: 0.001 train loss: 1.2756 val loss: 0.8139 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2594 val loss: 0.7597 Epoch 20/100 ---------- lr: 0.001 train loss: 1.1167 val loss: 0.6569 Epoch 21/100 ---------- lr: 0.001 train loss: 1.1203 val loss: 1.1041 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4172 val loss: 0.8699 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0696 val loss: 0.5729 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9339 val loss: 0.5312 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9346 val loss: 0.5576 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0669 val loss: 1.4330 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3717 val loss: 0.6386 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9835 val loss: 0.4904 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8627 val loss: 0.4204 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8065 val loss: 0.4009 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8486 val loss: 0.4302 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7867 val loss: 0.6602 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8806 val loss: 0.3680 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7585 val loss: 0.4074 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2015 val loss: 1.5435 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0674 val loss: 0.4568 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7533 val loss: 0.3277 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7017 val loss: 0.3264 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7442 val loss: 0.4689 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4356 val loss: 0.4954 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7970 val loss: 0.3214 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6926 val loss: 0.2862 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6564 val loss: 0.2671 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6469 val loss: 0.2596 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6970 val loss: 0.2628 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6338 val loss: 0.2607 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6849 val loss: 0.4132 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7029 val loss: 0.2665 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8664 val loss: 0.8239 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7873 val loss: 0.2939 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6287 val loss: 0.2499 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6019 val loss: 0.2405 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8354 val loss: 0.5407 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6763 val loss: 0.2732 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6093 val loss: 0.2207 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6013 val loss: 0.3597 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7075 val loss: 0.2707 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6763 val loss: 0.3694 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6463 val loss: 0.3316 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5806 val loss: 0.2126 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5995 val loss: 0.2310 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5975 val loss: 0.2799 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7673 val loss: 0.2721 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5744 val loss: 0.2139 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5569 val loss: 0.2168 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5720 val loss: 0.2061 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5771 val loss: 0.2814 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6995 val loss: 0.6062 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7100 val loss: 0.2253 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5481 val loss: 0.2071 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5310 val loss: 0.1766 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5314 val loss: 0.2113 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5766 val loss: 0.2583 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5514 val loss: 0.1961 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5485 val loss: 0.2317 Epoch 76/100 ---------- lr: 0.001 train loss: 0.9165 val loss: 0.3573 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5938 val loss: 0.1966 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5358 val loss: 0.1811 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5208 val loss: 0.1740 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5166 val loss: 0.1666 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5191 val loss: 0.2868 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5801 val loss: 0.1777 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5475 val loss: 0.3182 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6084 val loss: 0.2471 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5944 val loss: 0.2105 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5196 val loss: 0.1613 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5142 val loss: 0.1712 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5115 val loss: 0.1615 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5123 val loss: 0.1721 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5290 val loss: 0.3111 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7265 val loss: 0.2232 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5281 val loss: 0.1878 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5004 val loss: 0.1513 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4934 val loss: 0.1467 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4939 val loss: 0.1566 Epoch 96/100 ---------- lr: 0.001 train loss: 0.4956 val loss: 0.1759 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5031 val loss: 0.1666 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5036 val loss: 0.1743 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5860 val loss: 0.2077 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6538 val loss: 0.4243 Training complete in 24m 13s Best val loss: 0.1467 at epoch 94 Val MSE at best epoch: 0.0600