Epoch 1/100 ---------- lr: 0.001 train loss: 30.6084 val loss: 5.9014 Epoch 2/100 ---------- lr: 0.001 train loss: 6.4726 val loss: 4.0992 Epoch 3/100 ---------- lr: 0.001 train loss: 5.3904 val loss: 3.9299 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8588 val loss: 3.1719 Epoch 5/100 ---------- lr: 0.001 train loss: 4.4519 val loss: 3.0454 Epoch 6/100 ---------- lr: 0.001 train loss: 4.1901 val loss: 2.6550 Epoch 7/100 ---------- lr: 0.001 train loss: 4.0495 val loss: 2.8606 Epoch 8/100 ---------- lr: 0.001 train loss: 3.9169 val loss: 2.5422 Epoch 9/100 ---------- lr: 0.001 train loss: 3.8191 val loss: 2.3706 Epoch 10/100 ---------- lr: 0.001 train loss: 3.6526 val loss: 2.3676 Epoch 11/100 ---------- lr: 0.001 train loss: 3.5706 val loss: 2.6174 Epoch 12/100 ---------- lr: 0.001 train loss: 3.4583 val loss: 2.2523 Epoch 13/100 ---------- lr: 0.001 train loss: 3.4840 val loss: 2.0500 Epoch 14/100 ---------- lr: 0.001 train loss: 3.4258 val loss: 2.2488 Epoch 15/100 ---------- lr: 0.001 train loss: 3.2905 val loss: 1.9395 Epoch 16/100 ---------- lr: 0.001 train loss: 3.2351 val loss: 1.9519 Epoch 17/100 ---------- lr: 0.001 train loss: 3.2000 val loss: 1.8758 Epoch 18/100 ---------- lr: 0.001 train loss: 3.1082 val loss: 1.7847 Epoch 19/100 ---------- lr: 0.001 train loss: 3.0624 val loss: 1.7847 Epoch 20/100 ---------- lr: 0.001 train loss: 3.0018 val loss: 1.6977 Epoch 21/100 ---------- lr: 0.001 train loss: 2.9888 val loss: 1.7030 Epoch 22/100 ---------- lr: 0.001 train loss: 2.9608 val loss: 1.5915 Epoch 23/100 ---------- lr: 0.001 train loss: 2.9095 val loss: 1.5770 Epoch 24/100 ---------- lr: 0.001 train loss: 2.8463 val loss: 1.5817 Epoch 25/100 ---------- lr: 0.001 train loss: 2.8128 val loss: 1.4179 Epoch 26/100 ---------- lr: 0.001 train loss: 2.7837 val loss: 1.4930 Epoch 27/100 ---------- lr: 0.001 train loss: 2.7413 val loss: 1.4700 Epoch 28/100 ---------- lr: 0.001 train loss: 2.7622 val loss: 1.4178 Epoch 29/100 ---------- lr: 0.001 train loss: 2.7082 val loss: 1.3192 Epoch 30/100 ---------- lr: 0.001 train loss: 2.6549 val loss: 1.3098 Epoch 31/100 ---------- lr: 0.001 train loss: 2.6894 val loss: 1.3008 Epoch 32/100 ---------- lr: 0.001 train loss: 2.6638 val loss: 1.4383 Epoch 33/100 ---------- lr: 0.001 train loss: 2.6409 val loss: 1.2755 Epoch 34/100 ---------- lr: 0.001 train loss: 2.5875 val loss: 1.3139 Epoch 35/100 ---------- lr: 0.001 train loss: 2.5547 val loss: 1.2194 Epoch 36/100 ---------- lr: 0.001 train loss: 2.5192 val loss: 1.2050 Epoch 37/100 ---------- lr: 0.001 train loss: 2.5028 val loss: 1.2256 Epoch 38/100 ---------- lr: 0.001 train loss: 2.4742 val loss: 1.1517 Epoch 39/100 ---------- lr: 0.001 train loss: 2.4492 val loss: 1.1511 Epoch 40/100 ---------- lr: 0.001 train loss: 2.4660 val loss: 1.1927 Epoch 41/100 ---------- lr: 0.001 train loss: 2.4375 val loss: 1.2444 Epoch 42/100 ---------- lr: 0.001 train loss: 2.4279 val loss: 1.1332 Epoch 43/100 ---------- lr: 0.001 train loss: 2.4244 val loss: 1.1252 Epoch 44/100 ---------- lr: 0.001 train loss: 2.4219 val loss: 1.0945 Epoch 45/100 ---------- lr: 0.001 train loss: 2.3871 val loss: 1.0822 Epoch 46/100 ---------- lr: 0.001 train loss: 2.6167 val loss: 1.2671 Epoch 47/100 ---------- lr: 0.001 train loss: 2.6464 val loss: 1.8458 Epoch 48/100 ---------- lr: 0.001 train loss: 2.5470 val loss: 1.1381 Epoch 49/100 ---------- lr: 0.001 train loss: 2.3935 val loss: 1.5528 Epoch 50/100 ---------- lr: 0.001 train loss: 2.3564 val loss: 1.0292 Epoch 51/100 ---------- lr: 0.001 train loss: 2.3231 val loss: 1.0145 Epoch 52/100 ---------- lr: 0.001 train loss: 2.2973 val loss: 1.0914 Epoch 53/100 ---------- lr: 0.001 train loss: 2.4017 val loss: 1.1963 Epoch 54/100 ---------- lr: 0.001 train loss: 2.3796 val loss: 1.0372 Epoch 55/100 ---------- lr: 0.001 train loss: 2.2929 val loss: 0.9865 Epoch 56/100 ---------- lr: 0.001 train loss: 2.2687 val loss: 0.9867 Epoch 57/100 ---------- lr: 0.001 train loss: 2.2963 val loss: 1.0167 Epoch 58/100 ---------- lr: 0.001 train loss: 2.2944 val loss: 0.9519 Epoch 59/100 ---------- lr: 0.001 train loss: 2.3664 val loss: 1.1685 Epoch 60/100 ---------- lr: 0.001 train loss: 2.5226 val loss: 1.1246 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3563 val loss: 1.0808 Epoch 62/100 ---------- lr: 0.001 train loss: 2.2873 val loss: 0.9838 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2583 val loss: 0.9506 Epoch 64/100 ---------- lr: 0.001 train loss: 2.2621 val loss: 1.0285 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2493 val loss: 1.0057 Epoch 66/100 ---------- lr: 0.001 train loss: 2.5154 val loss: 1.5162 Epoch 67/100 ---------- lr: 0.001 train loss: 2.5031 val loss: 1.0919 Epoch 68/100 ---------- lr: 0.001 train loss: 2.3165 val loss: 0.9992 Epoch 69/100 ---------- lr: 0.001 train loss: 2.2666 val loss: 0.9620 Epoch 70/100 ---------- lr: 0.001 train loss: 2.2364 val loss: 0.9526 Epoch 71/100 ---------- lr: 0.001 train loss: 2.2158 val loss: 0.9290 Epoch 72/100 ---------- lr: 0.001 train loss: 2.2123 val loss: 0.9121 Epoch 73/100 ---------- lr: 0.001 train loss: 2.1885 val loss: 0.9203 Epoch 74/100 ---------- lr: 0.001 train loss: 2.1845 val loss: 0.9144 Epoch 75/100 ---------- lr: 0.001 train loss: 2.2028 val loss: 0.9666 Epoch 76/100 ---------- lr: 0.001 train loss: 2.1817 val loss: 0.9629 Epoch 77/100 ---------- lr: 0.001 train loss: 2.1878 val loss: 1.0647 Epoch 78/100 ---------- lr: 0.001 train loss: 2.2276 val loss: 0.9248 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1575 val loss: 0.9340 Epoch 80/100 ---------- lr: 0.001 train loss: 2.1363 val loss: 0.8864 Epoch 81/100 ---------- lr: 0.001 train loss: 2.1779 val loss: 1.2617 Epoch 82/100 ---------- lr: 0.001 train loss: 2.2357 val loss: 0.9122 Epoch 83/100 ---------- lr: 0.001 train loss: 2.2114 val loss: 0.8447 Epoch 84/100 ---------- lr: 0.001 train loss: 2.1332 val loss: 0.8312 Epoch 85/100 ---------- lr: 0.001 train loss: 2.1141 val loss: 0.7948 Epoch 86/100 ---------- lr: 0.001 train loss: 2.1181 val loss: 0.8366 Epoch 87/100 ---------- lr: 0.001 train loss: 2.1105 val loss: 0.8048 Epoch 88/100 ---------- lr: 0.001 train loss: 2.0949 val loss: 0.7977 Epoch 89/100 ---------- lr: 0.001 train loss: 2.2123 val loss: 0.9925 Epoch 90/100 ---------- lr: 0.001 train loss: 2.1507 val loss: 0.8248 Epoch 91/100 ---------- lr: 0.001 train loss: 2.0994 val loss: 0.8237 Epoch 92/100 ---------- lr: 0.001 train loss: 2.0872 val loss: 0.8401 Epoch 93/100 ---------- lr: 0.001 train loss: 2.1249 val loss: 0.9332 Epoch 94/100 ---------- lr: 0.001 train loss: 2.1152 val loss: 0.7981 Epoch 95/100 ---------- lr: 0.001 train loss: 2.1246 val loss: 0.7771 Epoch 96/100 ---------- lr: 0.001 train loss: 2.1062 val loss: 0.8123 Epoch 97/100 ---------- lr: 0.001 train loss: 2.1253 val loss: 0.7864 Epoch 98/100 ---------- lr: 0.001 train loss: 2.1187 val loss: 0.7757 Epoch 99/100 ---------- lr: 0.001 train loss: 2.0657 val loss: 0.7691 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1092 val loss: 0.7560 Training complete in 7m 36s Best val loss: 0.7560 at epoch 100 Val MSE at best epoch: 0.3063