Epoch 1/100 ---------- lr: 0.001 train loss: 16.3511 val loss: 4.4807 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4292 val loss: 3.2278 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7247 val loss: 2.8008 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2146 val loss: 2.4499 Epoch 5/100 ---------- lr: 0.001 train loss: 2.7580 val loss: 2.0610 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6314 val loss: 1.8410 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4076 val loss: 2.2623 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2730 val loss: 1.6748 Epoch 9/100 ---------- lr: 0.001 train loss: 2.5211 val loss: 1.9042 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0726 val loss: 1.3609 Epoch 11/100 ---------- lr: 0.001 train loss: 1.8174 val loss: 1.1513 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7022 val loss: 1.0372 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6429 val loss: 0.9730 Epoch 14/100 ---------- lr: 0.001 train loss: 1.5832 val loss: 0.9999 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5292 val loss: 1.0258 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4778 val loss: 0.8130 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3792 val loss: 0.7353 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4565 val loss: 0.8025 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2744 val loss: 0.7773 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3827 val loss: 0.8667 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2494 val loss: 0.6546 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1906 val loss: 0.6679 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1386 val loss: 0.8978 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2442 val loss: 0.5822 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1432 val loss: 0.5417 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0486 val loss: 0.5062 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9902 val loss: 0.4792 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0038 val loss: 0.4883 Epoch 29/100 ---------- lr: 0.001 train loss: 1.0265 val loss: 0.5133 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1173 val loss: 0.7194 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0088 val loss: 0.4326 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9014 val loss: 0.3747 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8808 val loss: 0.3721 Epoch 34/100 ---------- lr: 0.001 train loss: 0.9292 val loss: 0.3750 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0088 val loss: 0.5514 Epoch 36/100 ---------- lr: 0.001 train loss: 1.3186 val loss: 0.8898 Epoch 37/100 ---------- lr: 0.001 train loss: 1.0212 val loss: 0.3908 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8649 val loss: 0.3557 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8356 val loss: 0.3346 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8202 val loss: 0.3568 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8423 val loss: 0.3279 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9255 val loss: 0.6469 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8691 val loss: 0.3314 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8134 val loss: 0.2997 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7929 val loss: 0.2939 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7919 val loss: 0.2992 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8397 val loss: 0.3113 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7719 val loss: 0.2721 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8371 val loss: 0.2822 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8370 val loss: 0.5279 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8938 val loss: 0.2879 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7561 val loss: 0.2582 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7412 val loss: 0.2550 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7343 val loss: 0.2351 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8171 val loss: 1.1327 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0733 val loss: 0.4457 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8108 val loss: 0.2664 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7398 val loss: 0.2465 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7228 val loss: 0.2354 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7211 val loss: 0.2436 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7219 val loss: 0.2332 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7223 val loss: 0.3466 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7335 val loss: 0.2342 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7259 val loss: 0.2440 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7132 val loss: 0.2447 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7035 val loss: 0.2293 Epoch 67/100 ---------- lr: 0.001 train loss: 0.9305 val loss: 0.7974 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0121 val loss: 0.2994 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7438 val loss: 0.2517 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7006 val loss: 0.2257 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6989 val loss: 0.2162 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6854 val loss: 0.2159 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6856 val loss: 0.2058 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6919 val loss: 0.2251 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7411 val loss: 0.2092 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6903 val loss: 0.2034 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6790 val loss: 0.2089 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6965 val loss: 0.1975 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6736 val loss: 0.1958 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6965 val loss: 0.2246 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6729 val loss: 0.1918 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6764 val loss: 0.2184 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7201 val loss: 0.3519 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7240 val loss: 0.2126 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6704 val loss: 0.1926 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6565 val loss: 0.2003 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6619 val loss: 0.2135 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7174 val loss: 0.2419 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6553 val loss: 0.2006 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6722 val loss: 0.2195 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6942 val loss: 0.2173 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6651 val loss: 0.2066 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6534 val loss: 0.1990 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6543 val loss: 0.1955 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6439 val loss: 0.1914 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6465 val loss: 0.1896 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6352 val loss: 0.1855 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6660 val loss: 0.2052 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6426 val loss: 0.1671 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6375 val loss: 0.1860 Training complete in 18m 46s Best val loss: 0.1671 at epoch 99 Val MSE at best epoch: 0.0687