Epoch 1/100 ---------- lr: 0.001 train loss: 24.2433 val loss: 6.4701 Epoch 2/100 ---------- lr: 0.001 train loss: 5.6909 val loss: 4.2738 Epoch 3/100 ---------- lr: 0.001 train loss: 4.4852 val loss: 3.3837 Epoch 4/100 ---------- lr: 0.001 train loss: 3.7581 val loss: 3.0320 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5968 val loss: 3.9159 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1729 val loss: 2.0074 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6724 val loss: 2.0033 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6144 val loss: 1.7906 Epoch 9/100 ---------- lr: 0.001 train loss: 2.3799 val loss: 1.9868 Epoch 10/100 ---------- lr: 0.001 train loss: 2.5142 val loss: 2.8559 Epoch 11/100 ---------- lr: 0.001 train loss: 2.5095 val loss: 1.9526 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2304 val loss: 1.5181 Epoch 13/100 ---------- lr: 0.001 train loss: 1.8333 val loss: 1.4736 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6840 val loss: 1.0506 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5556 val loss: 1.2955 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5484 val loss: 0.9508 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6316 val loss: 1.2462 Epoch 18/100 ---------- lr: 0.001 train loss: 1.8031 val loss: 1.1292 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3737 val loss: 0.8370 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3787 val loss: 0.7839 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2330 val loss: 0.6465 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4911 val loss: 2.2605 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5836 val loss: 0.7320 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0808 val loss: 0.6058 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0327 val loss: 0.5457 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 1.2145 Epoch 27/100 ---------- lr: 0.001 train loss: 1.3126 val loss: 0.8239 Epoch 28/100 ---------- lr: 0.001 train loss: 1.5575 val loss: 0.7803 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0296 val loss: 0.5165 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9608 val loss: 0.5168 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9985 val loss: 0.5762 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9219 val loss: 0.4596 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8509 val loss: 0.5423 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8260 val loss: 0.4006 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8938 val loss: 1.0942 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3404 val loss: 0.5665 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9238 val loss: 0.4086 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9737 val loss: 1.4464 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0328 val loss: 0.4852 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7834 val loss: 0.3515 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7391 val loss: 0.3644 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7441 val loss: 0.3162 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7310 val loss: 0.6153 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7869 val loss: 0.3710 Epoch 45/100 ---------- lr: 0.001 train loss: 1.0815 val loss: 0.6869 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3173 val loss: 0.7099 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8863 val loss: 0.4009 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7327 val loss: 0.3212 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6964 val loss: 0.2996 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6810 val loss: 0.2978 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6702 val loss: 0.3199 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6842 val loss: 0.2773 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6627 val loss: 0.2603 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6527 val loss: 0.2737 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7586 val loss: 1.2886 Epoch 56/100 ---------- lr: 0.001 train loss: 1.3552 val loss: 0.4400 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7098 val loss: 0.2701 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6460 val loss: 0.2456 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6243 val loss: 0.2379 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6215 val loss: 0.2475 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6494 val loss: 0.2708 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6254 val loss: 0.2436 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6377 val loss: 0.2607 Epoch 64/100 ---------- lr: 0.001 train loss: 0.9158 val loss: 0.7827 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8013 val loss: 0.2919 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6249 val loss: 0.2435 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6024 val loss: 0.2196 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5991 val loss: 0.2212 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6846 val loss: 0.3594 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7184 val loss: 0.3047 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5952 val loss: 0.2252 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5774 val loss: 0.1957 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6117 val loss: 0.2161 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5980 val loss: 0.2306 Epoch 75/100 ---------- lr: 0.001 train loss: 0.8454 val loss: 0.4190 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6313 val loss: 0.2042 Epoch 77/100 ---------- lr: 0.001 train loss: 0.5702 val loss: 0.1941 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5600 val loss: 0.1842 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5579 val loss: 0.2061 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5751 val loss: 0.2012 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6223 val loss: 0.2403 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7447 val loss: 0.2900 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5883 val loss: 0.1876 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5561 val loss: 0.1791 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5628 val loss: 0.2056 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5517 val loss: 0.1743 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5495 val loss: 0.1789 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5623 val loss: 0.1896 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5625 val loss: 0.2069 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5717 val loss: 0.2110 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6379 val loss: 0.2871 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5701 val loss: 0.1893 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5415 val loss: 0.1837 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5327 val loss: 0.1676 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5409 val loss: 0.1865 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5398 val loss: 0.2057 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5491 val loss: 0.2587 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5602 val loss: 0.1825 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5310 val loss: 0.1831 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5425 val loss: 0.2085 Training complete in 33m 3s Best val loss: 0.1676 at epoch 94 Val MSE at best epoch: 0.0608