Epoch 1/100 ---------- lr: 0.001 train loss: 37.0318 val loss: 6.4500 Epoch 2/100 ---------- lr: 0.001 train loss: 6.7592 val loss: 4.4692 Epoch 3/100 ---------- lr: 0.001 train loss: 5.1023 val loss: 4.0764 Epoch 4/100 ---------- lr: 0.001 train loss: 4.3979 val loss: 3.0622 Epoch 5/100 ---------- lr: 0.001 train loss: 3.7621 val loss: 2.7692 Epoch 6/100 ---------- lr: 0.001 train loss: 3.3760 val loss: 2.5084 Epoch 7/100 ---------- lr: 0.001 train loss: 2.9467 val loss: 1.9467 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6349 val loss: 1.9103 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4061 val loss: 1.8764 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3605 val loss: 1.7266 Epoch 11/100 ---------- lr: 0.001 train loss: 2.4727 val loss: 1.4627 Epoch 12/100 ---------- lr: 0.001 train loss: 1.9627 val loss: 1.3144 Epoch 13/100 ---------- lr: 0.001 train loss: 1.8395 val loss: 1.6677 Epoch 14/100 ---------- lr: 0.001 train loss: 1.8950 val loss: 1.4105 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7361 val loss: 1.0437 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5699 val loss: 1.2252 Epoch 17/100 ---------- lr: 0.001 train loss: 1.5174 val loss: 0.8855 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3315 val loss: 0.8951 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2928 val loss: 0.8479 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2195 val loss: 0.6758 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3301 val loss: 0.7120 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1828 val loss: 0.8167 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0988 val loss: 0.6659 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2508 val loss: 0.6647 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1877 val loss: 0.7262 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1157 val loss: 0.5281 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9255 val loss: 0.4458 Epoch 28/100 ---------- lr: 0.001 train loss: 1.6589 val loss: 0.7061 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0471 val loss: 0.4820 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8907 val loss: 0.4355 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8617 val loss: 0.4300 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8428 val loss: 0.4188 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8421 val loss: 0.4118 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8899 val loss: 0.4908 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8653 val loss: 0.4564 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9717 val loss: 1.1583 Epoch 37/100 ---------- lr: 0.001 train loss: 1.0728 val loss: 0.4199 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7808 val loss: 0.3694 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7489 val loss: 0.3299 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7397 val loss: 0.3289 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7457 val loss: 0.3204 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7599 val loss: 0.8652 Epoch 43/100 ---------- lr: 0.001 train loss: 1.0174 val loss: 0.7442 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9254 val loss: 0.4215 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7325 val loss: 0.2955 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6867 val loss: 0.2894 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6751 val loss: 0.2710 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6750 val loss: 0.3109 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8356 val loss: 0.3328 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7681 val loss: 0.3462 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6809 val loss: 0.2745 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6364 val loss: 0.2902 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6761 val loss: 0.5947 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8403 val loss: 0.3247 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6508 val loss: 0.2704 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6350 val loss: 0.2456 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6686 val loss: 0.4505 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6597 val loss: 0.2411 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6769 val loss: 0.3942 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7076 val loss: 0.2424 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6267 val loss: 0.2673 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6102 val loss: 0.2387 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5946 val loss: 0.2203 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6759 val loss: 0.6510 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8191 val loss: 0.2625 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6064 val loss: 0.2137 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5827 val loss: 0.2069 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5817 val loss: 0.2181 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5803 val loss: 0.2165 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6018 val loss: 0.3428 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6070 val loss: 0.2303 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5816 val loss: 0.2071 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6900 val loss: 0.6416 Epoch 74/100 ---------- lr: 0.001 train loss: 0.9023 val loss: 0.2795 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6798 val loss: 0.2297 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5822 val loss: 0.2119 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5623 val loss: 0.1978 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5591 val loss: 0.1933 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5530 val loss: 0.1897 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5542 val loss: 0.2029 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5578 val loss: 0.2112 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5591 val loss: 0.2047 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5534 val loss: 0.2025 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5641 val loss: 0.2089 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5695 val loss: 0.2586 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5852 val loss: 0.2066 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6054 val loss: 0.1914 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5674 val loss: 0.1878 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5440 val loss: 0.1857 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5361 val loss: 0.1922 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5349 val loss: 0.1981 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5485 val loss: 0.1860 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5660 val loss: 0.4316 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7233 val loss: 0.7372 Epoch 95/100 ---------- lr: 0.001 train loss: 0.7287 val loss: 0.2482 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5480 val loss: 0.1913 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5285 val loss: 0.1876 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5211 val loss: 0.1850 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5201 val loss: 0.1780 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5175 val loss: 0.1802 Training complete in 20m 2s Best val loss: 0.1780 at epoch 99 Val MSE at best epoch: 0.0631