Epoch 1/100 ---------- lr: 0.001 train loss: 15.3669 val loss: 4.2079 Epoch 2/100 ---------- lr: 0.001 train loss: 4.3156 val loss: 3.0260 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7798 val loss: 2.6094 Epoch 4/100 ---------- lr: 0.001 train loss: 3.1519 val loss: 2.5818 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7747 val loss: 1.9220 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5866 val loss: 1.7441 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3791 val loss: 1.7217 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2756 val loss: 1.4642 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1022 val loss: 1.4650 Epoch 10/100 ---------- lr: 0.001 train loss: 1.9241 val loss: 1.1609 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7610 val loss: 1.2790 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7220 val loss: 1.1516 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6159 val loss: 1.7244 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7021 val loss: 0.9413 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5139 val loss: 0.8586 Epoch 16/100 ---------- lr: 0.001 train loss: 1.6395 val loss: 1.0381 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3600 val loss: 0.7116 Epoch 18/100 ---------- lr: 0.001 train loss: 1.2187 val loss: 0.6253 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2032 val loss: 0.7268 Epoch 20/100 ---------- lr: 0.001 train loss: 1.2999 val loss: 0.9761 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3825 val loss: 0.7732 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5763 val loss: 0.7180 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1667 val loss: 0.5422 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0754 val loss: 0.5968 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0395 val loss: 0.4796 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0228 val loss: 0.4698 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9768 val loss: 0.4912 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9865 val loss: 0.4666 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0937 val loss: 0.6336 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1057 val loss: 0.6268 Epoch 31/100 ---------- lr: 0.001 train loss: 0.9424 val loss: 0.3846 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9033 val loss: 0.3865 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9063 val loss: 0.4997 Epoch 34/100 ---------- lr: 0.001 train loss: 1.4912 val loss: 0.8155 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0354 val loss: 0.4065 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8772 val loss: 0.3361 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8383 val loss: 0.3272 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8314 val loss: 0.3125 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8180 val loss: 0.3193 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8236 val loss: 0.3234 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8395 val loss: 0.3663 Epoch 42/100 ---------- lr: 0.001 train loss: 1.0376 val loss: 0.5213 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8751 val loss: 0.3318 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8626 val loss: 0.3133 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7876 val loss: 0.2868 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8355 val loss: 0.2996 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7808 val loss: 0.2742 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7863 val loss: 0.2874 Epoch 49/100 ---------- lr: 0.001 train loss: 0.9220 val loss: 0.5792 Epoch 50/100 ---------- lr: 0.001 train loss: 1.4664 val loss: 0.5557 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8883 val loss: 0.3671 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8046 val loss: 0.3065 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7712 val loss: 0.2579 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7446 val loss: 0.2512 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7558 val loss: 0.2507 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7386 val loss: 0.2533 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7396 val loss: 0.3169 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7947 val loss: 0.2499 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7484 val loss: 0.2664 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7817 val loss: 0.3241 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7344 val loss: 0.2366 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7194 val loss: 0.2773 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7388 val loss: 0.6336 Epoch 64/100 ---------- lr: 0.001 train loss: 0.9857 val loss: 0.3986 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7394 val loss: 0.2220 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6926 val loss: 0.2072 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6872 val loss: 0.2211 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6843 val loss: 0.2055 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7039 val loss: 0.2976 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1266 val loss: 0.5284 Epoch 71/100 ---------- lr: 0.001 train loss: 0.8146 val loss: 0.2529 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7036 val loss: 0.2325 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6815 val loss: 0.2086 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6850 val loss: 0.2014 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6744 val loss: 0.2118 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6870 val loss: 0.2308 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6807 val loss: 0.2039 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6810 val loss: 0.2028 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6863 val loss: 0.2081 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6756 val loss: 0.1955 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6856 val loss: 0.2649 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9778 val loss: 0.2313 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6788 val loss: 0.1884 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6572 val loss: 0.1802 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6492 val loss: 0.1788 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6512 val loss: 0.1976 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7069 val loss: 0.2320 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6662 val loss: 0.1953 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6752 val loss: 0.1997 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6520 val loss: 0.1781 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6641 val loss: 0.2262 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6891 val loss: 0.2198 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6789 val loss: 0.1933 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6646 val loss: 0.1727 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6444 val loss: 0.2077 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6515 val loss: 0.2564 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6368 val loss: 0.1792 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6422 val loss: 0.2775 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7436 val loss: 0.2352 Epoch 100/100 ---------- lr: 0.001 train loss: 0.7272 val loss: 0.3107 Training complete in 32m 52s Best val loss: 0.1727 at epoch 94 Val MSE at best epoch: 0.0709