Epoch 1/100 ---------- lr: 0.005 train loss: 19.9087 val loss: 4.9431 Epoch 2/100 ---------- lr: 0.005 train loss: 6.2551 val loss: 3.9170 Epoch 3/100 ---------- lr: 0.005 train loss: 5.4500 val loss: 3.4095 Epoch 4/100 ---------- lr: 0.005 train loss: 4.7615 val loss: 2.9935 Epoch 5/100 ---------- lr: 0.005 train loss: 4.5947 val loss: 2.9947 Epoch 6/100 ---------- lr: 0.005 train loss: 4.1853 val loss: 10.6433 Epoch 7/100 ---------- lr: 0.005 train loss: 4.5836 val loss: 2.6687 Epoch 8/100 ---------- lr: 0.005 train loss: 3.9010 val loss: 2.5570 Epoch 9/100 ---------- lr: 0.005 train loss: 3.7638 val loss: 2.1234 Epoch 10/100 ---------- lr: 0.005 train loss: 3.6828 val loss: 2.1290 Epoch 11/100 ---------- lr: 0.005 train loss: 3.5261 val loss: 1.9881 Epoch 12/100 ---------- lr: 0.005 train loss: 3.4623 val loss: 2.9804 Epoch 13/100 ---------- lr: 0.005 train loss: 3.5595 val loss: 1.8536 Epoch 14/100 ---------- lr: 0.005 train loss: 3.1805 val loss: 1.6107 Epoch 15/100 ---------- lr: 0.005 train loss: 3.1056 val loss: 2.1920 Epoch 16/100 ---------- lr: 0.005 train loss: 3.6301 val loss: 2.1459 Epoch 17/100 ---------- lr: 0.005 train loss: 3.2190 val loss: 1.7503 Epoch 18/100 ---------- lr: 0.005 train loss: 2.9893 val loss: 1.4817 Epoch 19/100 ---------- lr: 0.005 train loss: 2.9638 val loss: 1.5567 Epoch 20/100 ---------- lr: 0.005 train loss: 2.8837 val loss: 1.3953 Epoch 21/100 ---------- lr: 0.005 train loss: 2.8886 val loss: 1.3389 Epoch 22/100 ---------- lr: 0.005 train loss: 2.8053 val loss: 1.3947 Epoch 23/100 ---------- lr: 0.005 train loss: 2.7872 val loss: 1.2992 Epoch 24/100 ---------- lr: 0.005 train loss: 2.7269 val loss: 1.2069 Epoch 25/100 ---------- lr: 0.005 train loss: 2.8230 val loss: 1.4484 Epoch 26/100 ---------- lr: 0.005 train loss: 2.7553 val loss: 1.2084 Epoch 27/100 ---------- lr: 0.005 train loss: 2.6297 val loss: 1.1960 Epoch 28/100 ---------- lr: 0.005 train loss: 2.5888 val loss: 1.2169 Epoch 29/100 ---------- lr: 0.005 train loss: 2.5716 val loss: 1.4046 Epoch 30/100 ---------- lr: 0.005 train loss: 2.6626 val loss: 1.1417 Epoch 31/100 ---------- lr: 0.005 train loss: 2.5838 val loss: 2.5825 Epoch 32/100 ---------- lr: 0.005 train loss: 2.9838 val loss: 1.2743 Epoch 33/100 ---------- lr: 0.005 train loss: 2.5734 val loss: 1.2866 Epoch 34/100 ---------- lr: 0.005 train loss: 2.5192 val loss: 1.0921 Epoch 35/100 ---------- lr: 0.005 train loss: 2.4492 val loss: 1.0284 Epoch 36/100 ---------- lr: 0.005 train loss: 2.4562 val loss: 1.2677 Epoch 37/100 ---------- lr: 0.005 train loss: 2.5005 val loss: 1.0378 Epoch 38/100 ---------- lr: 0.005 train loss: 2.3820 val loss: 1.0037 Epoch 39/100 ---------- lr: 0.005 train loss: 2.8351 val loss: 1.2282 Epoch 40/100 ---------- lr: 0.005 train loss: 2.4960 val loss: 0.9812 Epoch 41/100 ---------- lr: 0.005 train loss: 2.3975 val loss: 1.0143 Epoch 42/100 ---------- lr: 0.005 train loss: 2.5326 val loss: 1.2970 Epoch 43/100 ---------- lr: 0.005 train loss: 2.4263 val loss: 0.9786 Epoch 44/100 ---------- lr: 0.005 train loss: 2.6401 val loss: 1.3919 Epoch 45/100 ---------- lr: 0.005 train loss: 2.5995 val loss: 1.0744 Epoch 46/100 ---------- lr: 0.005 train loss: 2.3951 val loss: 1.0036 Epoch 47/100 ---------- lr: 0.005 train loss: 2.5524 val loss: 1.2248 Epoch 48/100 ---------- lr: 0.005 train loss: 2.4429 val loss: 0.9333 Epoch 49/100 ---------- lr: 0.005 train loss: 2.3433 val loss: 0.9543 Epoch 50/100 ---------- lr: 0.005 train loss: 2.3200 val loss: 0.9737 Epoch 51/100 ---------- lr: 0.005 train loss: 2.3018 val loss: 0.8486 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3032 val loss: 0.9366 Epoch 53/100 ---------- lr: 0.005 train loss: 2.2931 val loss: 1.0017 Epoch 54/100 ---------- lr: 0.005 train loss: 2.2885 val loss: 0.8946 Epoch 55/100 ---------- lr: 0.005 train loss: 2.5321 val loss: 0.9534 Epoch 56/100 ---------- lr: 0.005 train loss: 2.2618 val loss: 0.9304 Epoch 57/100 ---------- lr: 0.005 train loss: 2.3359 val loss: 0.8952 Epoch 58/100 ---------- lr: 0.005 train loss: 2.2758 val loss: 0.9260 Epoch 59/100 ---------- lr: 0.005 train loss: 2.2742 val loss: 0.8161 Epoch 60/100 ---------- lr: 0.005 train loss: 2.2352 val loss: 0.9904 Epoch 61/100 ---------- lr: 0.005 train loss: 2.2359 val loss: 0.8129 Epoch 62/100 ---------- lr: 0.005 train loss: 2.2189 val loss: 0.8289 Epoch 63/100 ---------- lr: 0.005 train loss: 2.2591 val loss: 1.0024 Epoch 64/100 ---------- lr: 0.005 train loss: 2.2876 val loss: 0.8727 Epoch 65/100 ---------- lr: 0.005 train loss: 2.2052 val loss: 0.8082 Epoch 66/100 ---------- lr: 0.005 train loss: 2.2866 val loss: 0.9143 Epoch 67/100 ---------- lr: 0.005 train loss: 2.2415 val loss: 0.7800 Epoch 68/100 ---------- lr: 0.005 train loss: 2.2253 val loss: 0.8225 Epoch 69/100 ---------- lr: 0.005 train loss: 2.1878 val loss: 0.7607 Epoch 70/100 ---------- lr: 0.005 train loss: 2.2680 val loss: 0.9563 Epoch 71/100 ---------- lr: 0.005 train loss: 2.2919 val loss: 2.0289 Epoch 72/100 ---------- lr: 0.005 train loss: 2.7156 val loss: 0.9625 Epoch 73/100 ---------- lr: 0.005 train loss: 2.2698 val loss: 0.8397 Epoch 74/100 ---------- lr: 0.005 train loss: 2.1905 val loss: 0.7826 Epoch 75/100 ---------- lr: 0.005 train loss: 2.1647 val loss: 0.8081 Epoch 76/100 ---------- lr: 0.005 train loss: 2.1591 val loss: 0.8248 Epoch 77/100 ---------- lr: 0.005 train loss: 2.1570 val loss: 0.7550 Epoch 78/100 ---------- lr: 0.005 train loss: 2.1532 val loss: 0.8351 Epoch 79/100 ---------- lr: 0.005 train loss: 2.2361 val loss: 0.7427 Epoch 80/100 ---------- lr: 0.005 train loss: 2.1452 val loss: 0.7662 Epoch 81/100 ---------- lr: 0.005 train loss: 2.1516 val loss: 0.8378 Epoch 82/100 ---------- lr: 0.005 train loss: 2.2705 val loss: 1.0347 Epoch 83/100 ---------- lr: 0.005 train loss: 2.4997 val loss: 1.2078 Epoch 84/100 ---------- lr: 0.005 train loss: 2.2885 val loss: 0.8251 Epoch 85/100 ---------- lr: 0.005 train loss: 2.1819 val loss: 0.7705 Epoch 86/100 ---------- lr: 0.005 train loss: 2.1639 val loss: 0.8190 Epoch 87/100 ---------- lr: 0.005 train loss: 2.1472 val loss: 0.7356 Epoch 88/100 ---------- lr: 0.005 train loss: 2.1350 val loss: 0.7629 Epoch 89/100 ---------- lr: 0.005 train loss: 2.1198 val loss: 0.7164 Epoch 90/100 ---------- lr: 0.005 train loss: 2.1204 val loss: 0.7713 Epoch 91/100 ---------- lr: 0.005 train loss: 2.1993 val loss: 1.7205 Epoch 92/100 ---------- lr: 0.005 train loss: 2.4580 val loss: 0.8511 Epoch 93/100 ---------- lr: 0.005 train loss: 2.1520 val loss: 0.7327 Epoch 94/100 ---------- lr: 0.005 train loss: 2.1184 val loss: 0.7087 Epoch 95/100 ---------- lr: 0.005 train loss: 2.1008 val loss: 0.7182 Epoch 96/100 ---------- lr: 0.005 train loss: 2.1069 val loss: 0.7151 Epoch 97/100 ---------- lr: 0.005 train loss: 2.1539 val loss: 0.8771 Epoch 98/100 ---------- lr: 0.005 train loss: 2.1473 val loss: 0.8162 Epoch 99/100 ---------- lr: 0.005 train loss: 2.2000 val loss: 0.7581 Epoch 100/100 ---------- lr: 0.005 train loss: 2.1155 val loss: 0.7308 Training complete in 9m 5s Best val loss: 0.7087 at epoch 94 Val MSE at best epoch: 0.2485