Epoch 1/100 ---------- lr: 0.001 train loss: 20.9074 val loss: 4.9577 Epoch 2/100 ---------- lr: 0.001 train loss: 5.2426 val loss: 3.8247 Epoch 3/100 ---------- lr: 0.001 train loss: 4.3413 val loss: 3.2024 Epoch 4/100 ---------- lr: 0.001 train loss: 3.8896 val loss: 3.1166 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5100 val loss: 2.6541 Epoch 6/100 ---------- lr: 0.001 train loss: 3.2516 val loss: 2.4581 Epoch 7/100 ---------- lr: 0.001 train loss: 3.0634 val loss: 2.2030 Epoch 8/100 ---------- lr: 0.001 train loss: 2.8204 val loss: 2.0487 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6904 val loss: 1.9165 Epoch 10/100 ---------- lr: 0.001 train loss: 2.5851 val loss: 1.8229 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4142 val loss: 1.6278 Epoch 12/100 ---------- lr: 0.001 train loss: 2.5662 val loss: 1.8896 Epoch 13/100 ---------- lr: 0.001 train loss: 2.3864 val loss: 1.4799 Epoch 14/100 ---------- lr: 0.001 train loss: 2.1775 val loss: 1.4261 Epoch 15/100 ---------- lr: 0.001 train loss: 2.1291 val loss: 1.4629 Epoch 16/100 ---------- lr: 0.001 train loss: 2.7311 val loss: 1.6802 Epoch 17/100 ---------- lr: 0.001 train loss: 2.1913 val loss: 1.4334 Epoch 18/100 ---------- lr: 0.001 train loss: 2.0421 val loss: 1.3446 Epoch 19/100 ---------- lr: 0.001 train loss: 1.9580 val loss: 1.5491 Epoch 20/100 ---------- lr: 0.001 train loss: 1.8876 val loss: 1.1378 Epoch 21/100 ---------- lr: 0.001 train loss: 1.8818 val loss: 1.1789 Epoch 22/100 ---------- lr: 0.001 train loss: 1.8002 val loss: 1.1226 Epoch 23/100 ---------- lr: 0.001 train loss: 1.7985 val loss: 1.0975 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7335 val loss: 1.0519 Epoch 25/100 ---------- lr: 0.001 train loss: 1.6947 val loss: 1.0124 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6738 val loss: 1.1022 Epoch 27/100 ---------- lr: 0.001 train loss: 1.6634 val loss: 0.9730 Epoch 28/100 ---------- lr: 0.001 train loss: 1.6122 val loss: 0.9368 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5645 val loss: 0.9848 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5946 val loss: 1.0430 Epoch 31/100 ---------- lr: 0.001 train loss: 1.5681 val loss: 0.8467 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5149 val loss: 0.9194 Epoch 33/100 ---------- lr: 0.001 train loss: 1.5596 val loss: 0.8126 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5557 val loss: 0.8388 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4642 val loss: 0.8531 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4367 val loss: 0.7389 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3935 val loss: 0.7352 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3938 val loss: 1.0350 Epoch 39/100 ---------- lr: 0.001 train loss: 1.7515 val loss: 0.8245 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4066 val loss: 0.6737 Epoch 41/100 ---------- lr: 0.001 train loss: 1.3381 val loss: 0.6955 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3423 val loss: 0.7546 Epoch 43/100 ---------- lr: 0.001 train loss: 1.5095 val loss: 0.8539 Epoch 44/100 ---------- lr: 0.001 train loss: 1.3825 val loss: 0.7145 Epoch 45/100 ---------- lr: 0.001 train loss: 1.3275 val loss: 0.6430 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3347 val loss: 0.7709 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3558 val loss: 0.6433 Epoch 48/100 ---------- lr: 0.001 train loss: 1.2761 val loss: 0.6144 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2554 val loss: 0.6152 Epoch 50/100 ---------- lr: 0.001 train loss: 1.2462 val loss: 0.6033 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2450 val loss: 0.6628 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2702 val loss: 0.6472 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2817 val loss: 0.6385 Epoch 54/100 ---------- lr: 0.001 train loss: 1.2379 val loss: 0.5509 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1973 val loss: 0.5676 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2050 val loss: 0.5631 Epoch 57/100 ---------- lr: 0.001 train loss: 1.2034 val loss: 0.5644 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1732 val loss: 0.5123 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1710 val loss: 0.5992 Epoch 60/100 ---------- lr: 0.001 train loss: 1.3285 val loss: 0.6520 Epoch 61/100 ---------- lr: 0.001 train loss: 1.2065 val loss: 0.5007 Epoch 62/100 ---------- lr: 0.001 train loss: 1.1720 val loss: 0.5006 Epoch 63/100 ---------- lr: 0.001 train loss: 1.1512 val loss: 0.5094 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1853 val loss: 0.5072 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1458 val loss: 0.4851 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1386 val loss: 0.4626 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1974 val loss: 0.5126 Epoch 68/100 ---------- lr: 0.001 train loss: 1.3682 val loss: 0.8312 Epoch 69/100 ---------- lr: 0.001 train loss: 1.2865 val loss: 0.6588 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1703 val loss: 0.4807 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1355 val loss: 0.4706 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1172 val loss: 0.4377 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1053 val loss: 0.4573 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0998 val loss: 0.4917 Epoch 75/100 ---------- lr: 0.001 train loss: 1.1266 val loss: 0.4366 Epoch 76/100 ---------- lr: 0.001 train loss: 1.5228 val loss: 0.7780 Epoch 77/100 ---------- lr: 0.001 train loss: 1.3044 val loss: 0.5527 Epoch 78/100 ---------- lr: 0.001 train loss: 1.1900 val loss: 0.5015 Epoch 79/100 ---------- lr: 0.001 train loss: 1.1458 val loss: 0.4834 Epoch 80/100 ---------- lr: 0.001 train loss: 1.1354 val loss: 0.4703 Epoch 81/100 ---------- lr: 0.001 train loss: 1.1095 val loss: 0.4582 Epoch 82/100 ---------- lr: 0.001 train loss: 1.2271 val loss: 0.4987 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1110 val loss: 0.4688 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0874 val loss: 0.4189 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0824 val loss: 0.4530 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0772 val loss: 0.4430 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0770 val loss: 0.4145 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0949 val loss: 0.4232 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0799 val loss: 0.4684 Epoch 90/100 ---------- lr: 0.001 train loss: 1.1217 val loss: 0.5074 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0837 val loss: 0.4540 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0584 val loss: 0.4158 Epoch 93/100 ---------- lr: 0.001 train loss: 1.1983 val loss: 0.5355 Epoch 94/100 ---------- lr: 0.001 train loss: 1.1069 val loss: 0.4833 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0789 val loss: 0.4446 Epoch 96/100 ---------- lr: 0.001 train loss: 1.0623 val loss: 0.4243 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0701 val loss: 0.4452 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0466 val loss: 0.4149 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0445 val loss: 0.4064 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0479 val loss: 0.4044 Training complete in 7m 21s Best val loss: 0.4044 at epoch 100 Val MSE at best epoch: 0.1645