Epoch 1/100 ---------- lr: 0.001 train loss: 11.0720 val loss: 4.2090 Epoch 2/100 ---------- lr: 0.001 train loss: 4.0120 val loss: 3.4395 Epoch 3/100 ---------- lr: 0.001 train loss: 3.4368 val loss: 2.9225 Epoch 4/100 ---------- lr: 0.001 train loss: 2.9403 val loss: 2.4586 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7227 val loss: 2.2175 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5153 val loss: 1.9263 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3829 val loss: 1.7318 Epoch 8/100 ---------- lr: 0.001 train loss: 2.0240 val loss: 1.3422 Epoch 9/100 ---------- lr: 0.001 train loss: 1.8532 val loss: 1.4424 Epoch 10/100 ---------- lr: 0.001 train loss: 1.7102 val loss: 1.1304 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7370 val loss: 1.5088 Epoch 12/100 ---------- lr: 0.001 train loss: 1.6509 val loss: 1.2704 Epoch 13/100 ---------- lr: 0.001 train loss: 1.4055 val loss: 0.8567 Epoch 14/100 ---------- lr: 0.001 train loss: 1.2599 val loss: 0.8211 Epoch 15/100 ---------- lr: 0.001 train loss: 1.2023 val loss: 0.6765 Epoch 16/100 ---------- lr: 0.001 train loss: 1.1504 val loss: 1.2235 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6871 val loss: 1.3373 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8690 val loss: 1.0340 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2859 val loss: 0.6788 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0433 val loss: 0.5774 Epoch 21/100 ---------- lr: 0.001 train loss: 0.9637 val loss: 0.5428 Epoch 22/100 ---------- lr: 0.001 train loss: 0.9717 val loss: 0.5508 Epoch 23/100 ---------- lr: 0.001 train loss: 0.9647 val loss: 0.5011 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9413 val loss: 0.5038 Epoch 25/100 ---------- lr: 0.001 train loss: 0.8964 val loss: 0.4801 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8715 val loss: 0.4866 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0382 val loss: 0.7756 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9165 val loss: 0.4515 Epoch 29/100 ---------- lr: 0.001 train loss: 0.8581 val loss: 0.4269 Epoch 30/100 ---------- lr: 0.001 train loss: 0.7582 val loss: 0.3528 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1352 val loss: 0.5832 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8632 val loss: 0.4590 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7425 val loss: 0.3417 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7238 val loss: 0.3737 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7827 val loss: 0.5767 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9192 val loss: 0.3835 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7064 val loss: 0.3408 Epoch 38/100 ---------- lr: 0.001 train loss: 0.6729 val loss: 0.3075 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7388 val loss: 0.3586 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6835 val loss: 0.3421 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6955 val loss: 0.3021 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6518 val loss: 0.3057 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6378 val loss: 0.3868 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7305 val loss: 0.3628 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9922 val loss: 0.5409 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7342 val loss: 0.3690 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8759 val loss: 0.4090 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6668 val loss: 0.2610 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6102 val loss: 0.2527 Epoch 50/100 ---------- lr: 0.001 train loss: 0.5987 val loss: 0.2503 Epoch 51/100 ---------- lr: 0.001 train loss: 0.5909 val loss: 0.2611 Epoch 52/100 ---------- lr: 0.001 train loss: 0.5996 val loss: 0.2533 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6760 val loss: 0.3182 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6310 val loss: 0.2302 Epoch 55/100 ---------- lr: 0.001 train loss: 0.5894 val loss: 0.2311 Epoch 56/100 ---------- lr: 0.001 train loss: 0.5906 val loss: 0.2232 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8195 val loss: 0.3570 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6360 val loss: 0.2293 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5650 val loss: 0.2346 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5718 val loss: 0.2162 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5638 val loss: 0.2340 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5702 val loss: 0.2117 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5746 val loss: 0.2621 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5615 val loss: 0.2136 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5448 val loss: 0.2188 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5968 val loss: 0.4828 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7412 val loss: 0.2444 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5418 val loss: 0.1973 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5259 val loss: 0.1883 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5231 val loss: 0.1951 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5290 val loss: 0.2097 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5616 val loss: 0.2237 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5489 val loss: 0.2285 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5352 val loss: 0.2026 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5473 val loss: 0.2491 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5923 val loss: 0.3494 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6292 val loss: 0.2652 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5259 val loss: 0.1787 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5038 val loss: 0.1659 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5149 val loss: 0.2000 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6937 val loss: 0.2368 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5316 val loss: 0.1712 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5071 val loss: 0.1615 Epoch 84/100 ---------- lr: 0.001 train loss: 0.4983 val loss: 0.1643 Epoch 85/100 ---------- lr: 0.001 train loss: 0.4959 val loss: 0.1557 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5049 val loss: 0.1782 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5213 val loss: 0.1714 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5027 val loss: 0.1656 Epoch 89/100 ---------- lr: 0.001 train loss: 0.4986 val loss: 0.1622 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5015 val loss: 0.1694 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5793 val loss: 0.3319 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5309 val loss: 0.1716 Epoch 93/100 ---------- lr: 0.001 train loss: 0.4920 val loss: 0.1537 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4871 val loss: 0.2336 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6379 val loss: 0.2399 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5210 val loss: 0.1670 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4876 val loss: 0.1700 Epoch 98/100 ---------- lr: 0.001 train loss: 0.4829 val loss: 0.1575 Epoch 99/100 ---------- lr: 0.001 train loss: 0.4799 val loss: 0.1527 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4803 val loss: 0.1673 Training complete in 20m 7s Best val loss: 0.1527 at epoch 99 Val MSE at best epoch: 0.0648