Epoch 1/100 ---------- lr: 0.001 train loss: 13.5499 val loss: 4.7344 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4881 val loss: 3.2838 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9359 val loss: 3.4699 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5737 val loss: 2.4808 Epoch 5/100 ---------- lr: 0.001 train loss: 3.1815 val loss: 2.4455 Epoch 6/100 ---------- lr: 0.001 train loss: 2.9657 val loss: 1.9640 Epoch 7/100 ---------- lr: 0.001 train loss: 2.7138 val loss: 1.8939 Epoch 8/100 ---------- lr: 0.001 train loss: 2.4856 val loss: 1.4951 Epoch 9/100 ---------- lr: 0.001 train loss: 2.3785 val loss: 1.5205 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2994 val loss: 1.8874 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2606 val loss: 1.2982 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1123 val loss: 1.1973 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9987 val loss: 1.1132 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9526 val loss: 1.0455 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9618 val loss: 1.0652 Epoch 16/100 ---------- lr: 0.001 train loss: 1.7976 val loss: 0.9335 Epoch 17/100 ---------- lr: 0.001 train loss: 1.7086 val loss: 0.9578 Epoch 18/100 ---------- lr: 0.001 train loss: 1.6754 val loss: 0.9057 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7144 val loss: 0.8245 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6003 val loss: 1.0048 Epoch 21/100 ---------- lr: 0.001 train loss: 1.5487 val loss: 0.7263 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5266 val loss: 0.8549 Epoch 23/100 ---------- lr: 0.001 train loss: 1.7976 val loss: 0.9889 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4602 val loss: 0.8105 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4228 val loss: 0.6293 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4964 val loss: 1.0036 Epoch 27/100 ---------- lr: 0.001 train loss: 1.5057 val loss: 0.6511 Epoch 28/100 ---------- lr: 0.001 train loss: 1.3343 val loss: 0.5522 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3266 val loss: 0.6282 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3099 val loss: 0.7641 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3515 val loss: 0.5079 Epoch 32/100 ---------- lr: 0.001 train loss: 1.2437 val loss: 0.5348 Epoch 33/100 ---------- lr: 0.001 train loss: 1.2302 val loss: 0.4816 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4950 val loss: 0.6886 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3777 val loss: 0.6052 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2615 val loss: 0.5026 Epoch 37/100 ---------- lr: 0.001 train loss: 1.1890 val loss: 0.4614 Epoch 38/100 ---------- lr: 0.001 train loss: 1.1772 val loss: 0.4818 Epoch 39/100 ---------- lr: 0.001 train loss: 1.1571 val loss: 0.4709 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2891 val loss: 0.5237 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1692 val loss: 0.4208 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1542 val loss: 0.4359 Epoch 43/100 ---------- lr: 0.001 train loss: 1.1143 val loss: 0.4182 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2044 val loss: 0.9954 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2154 val loss: 0.4403 Epoch 46/100 ---------- lr: 0.001 train loss: 1.1306 val loss: 0.3978 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1332 val loss: 0.3916 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1107 val loss: 0.4311 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2232 val loss: 0.4249 Epoch 50/100 ---------- lr: 0.001 train loss: 1.0970 val loss: 0.3973 Epoch 51/100 ---------- lr: 0.001 train loss: 1.0631 val loss: 0.3473 Epoch 52/100 ---------- lr: 0.001 train loss: 1.0593 val loss: 0.3941 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2694 val loss: 0.6326 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1991 val loss: 0.4241 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0805 val loss: 0.3507 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0683 val loss: 0.3638 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0407 val loss: 0.3457 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0395 val loss: 0.3177 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0429 val loss: 0.5538 Epoch 60/100 ---------- lr: 0.001 train loss: 1.2099 val loss: 0.4876 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1204 val loss: 0.3522 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0312 val loss: 0.3346 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0116 val loss: 0.2950 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0009 val loss: 0.3008 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0068 val loss: 0.2994 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0961 val loss: 0.3180 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0170 val loss: 0.3200 Epoch 68/100 ---------- lr: 0.001 train loss: 0.9972 val loss: 0.2847 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0551 val loss: 0.4742 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0585 val loss: 0.2897 Epoch 71/100 ---------- lr: 0.001 train loss: 0.9909 val loss: 0.2744 Epoch 72/100 ---------- lr: 0.001 train loss: 0.9813 val loss: 0.2577 Epoch 73/100 ---------- lr: 0.001 train loss: 0.9745 val loss: 0.3027 Epoch 74/100 ---------- lr: 0.001 train loss: 0.9845 val loss: 0.2907 Epoch 75/100 ---------- lr: 0.001 train loss: 0.9826 val loss: 0.2844 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0700 val loss: 0.3337 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0415 val loss: 0.2763 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9608 val loss: 0.2494 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0792 val loss: 1.2343 Epoch 80/100 ---------- lr: 0.001 train loss: 1.2197 val loss: 0.3315 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9985 val loss: 0.2947 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9660 val loss: 0.2672 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9647 val loss: 0.2729 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9525 val loss: 0.2564 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9542 val loss: 0.2668 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9537 val loss: 0.2588 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9596 val loss: 0.2531 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9454 val loss: 0.2482 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9561 val loss: 0.2542 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9535 val loss: 0.3744 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9702 val loss: 0.2711 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9509 val loss: 0.2655 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9677 val loss: 0.2758 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9414 val loss: 0.2325 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9312 val loss: 0.2459 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9677 val loss: 0.2368 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9330 val loss: 0.2236 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9484 val loss: 0.2701 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9305 val loss: 0.2425 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9260 val loss: 0.2535 Training complete in 13m 5s Best val loss: 0.2236 at epoch 97 Val MSE at best epoch: 0.0945