Epoch 1/100 ---------- lr: 0.01 train loss: 12.2712 val loss: 5.3809 Epoch 2/100 ---------- lr: 0.01 train loss: 4.7665 val loss: 3.2605 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9775 val loss: 2.9541 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5190 val loss: 2.5564 Epoch 5/100 ---------- lr: 0.01 train loss: 3.5766 val loss: 2.3547 Epoch 6/100 ---------- lr: 0.01 train loss: 3.0186 val loss: 1.8759 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7781 val loss: 1.8089 Epoch 8/100 ---------- lr: 0.01 train loss: 2.6504 val loss: 2.2917 Epoch 9/100 ---------- lr: 0.01 train loss: 4.9252 val loss: 3.1803 Epoch 10/100 ---------- lr: 0.01 train loss: 3.4330 val loss: 2.4228 Epoch 11/100 ---------- lr: 0.01 train loss: 2.8089 val loss: 1.7085 Epoch 12/100 ---------- lr: 0.01 train loss: 2.6098 val loss: 1.5323 Epoch 13/100 ---------- lr: 0.01 train loss: 2.4078 val loss: 1.8862 Epoch 14/100 ---------- lr: 0.01 train loss: 2.4102 val loss: 1.7312 Epoch 15/100 ---------- lr: 0.01 train loss: 2.5673 val loss: 1.8134 Epoch 16/100 ---------- lr: 0.01 train loss: 2.4138 val loss: 1.5295 Epoch 17/100 ---------- lr: 0.01 train loss: 2.1467 val loss: 1.2248 Epoch 18/100 ---------- lr: 0.01 train loss: 1.9892 val loss: 1.2213 Epoch 19/100 ---------- lr: 0.01 train loss: 1.9181 val loss: 1.4186 Epoch 20/100 ---------- lr: 0.01 train loss: 1.9697 val loss: 1.2440 Epoch 21/100 ---------- lr: 0.01 train loss: 2.2388 val loss: 1.2551 Epoch 22/100 ---------- lr: 0.01 train loss: 1.8868 val loss: 0.9859 Epoch 23/100 ---------- lr: 0.01 train loss: 1.7349 val loss: 1.0988 Epoch 24/100 ---------- lr: 0.01 train loss: 1.8931 val loss: 0.9477 Epoch 25/100 ---------- lr: 0.01 train loss: 2.5759 val loss: 2.7468 Epoch 26/100 ---------- lr: 0.01 train loss: 2.6485 val loss: 1.4090 Epoch 27/100 ---------- lr: 0.01 train loss: 2.1648 val loss: 1.1109 Epoch 28/100 ---------- lr: 0.01 train loss: 2.5412 val loss: 1.5044 Epoch 29/100 ---------- lr: 0.01 train loss: 2.0788 val loss: 1.4440 Epoch 30/100 ---------- lr: 0.01 train loss: 1.8568 val loss: 1.1302 Epoch 31/100 ---------- lr: 0.01 train loss: 2.7670 val loss: 2.3052 Epoch 32/100 ---------- lr: 0.01 train loss: 2.4531 val loss: 1.2821 Epoch 33/100 ---------- lr: 0.01 train loss: 2.0553 val loss: 1.3601 Epoch 34/100 ---------- lr: 0.01 train loss: 2.1528 val loss: 1.9481 Epoch 35/100 ---------- lr: 0.01 train loss: 6.4056 val loss: 6.3597 Epoch 36/100 ---------- lr: 0.01 train loss: 6.9992 val loss: 6.9103 Epoch 37/100 ---------- lr: 0.01 train loss: 10.3523 val loss: 9.1985 Epoch 38/100 ---------- lr: 0.01 train loss: 11.0172 val loss: 9.9105 Epoch 39/100 ---------- lr: 0.01 train loss: 11.0897 val loss: 9.9760 Epoch 40/100 ---------- lr: 0.01 train loss: 9.9890 val loss: 8.5093 Epoch 41/100 ---------- lr: 0.01 train loss: 9.0875 val loss: 8.0524 Epoch 42/100 ---------- lr: 0.01 train loss: 8.4319 val loss: 7.6723 Epoch 43/100 ---------- lr: 0.01 train loss: 8.1686 val loss: 7.1573 Epoch 44/100 ---------- lr: 0.01 train loss: 8.0087 val loss: 7.1195 Epoch 45/100 ---------- lr: 0.01 train loss: 7.9465 val loss: 7.2343 Epoch 46/100 ---------- lr: 0.005 train loss: 7.6010 val loss: 7.0431 Epoch 47/100 ---------- lr: 0.005 train loss: 7.4269 val loss: 6.8695 Epoch 48/100 ---------- lr: 0.005 train loss: 7.3774 val loss: 6.7432 Epoch 49/100 ---------- lr: 0.005 train loss: 7.3996 val loss: 6.5666 Epoch 50/100 ---------- lr: 0.005 train loss: 7.3334 val loss: 6.6094 Epoch 51/100 ---------- lr: 0.005 train loss: 7.2186 val loss: 6.3564 Epoch 52/100 ---------- lr: 0.005 train loss: 7.1624 val loss: 6.3585 Epoch 53/100 ---------- lr: 0.005 train loss: 7.1427 val loss: 6.1986 Epoch 54/100 ---------- lr: 0.005 train loss: 7.1564 val loss: 6.2673 Epoch 55/100 ---------- lr: 0.005 train loss: 7.1675 val loss: 6.2238 Epoch 56/100 ---------- lr: 0.005 train loss: 7.3083 val loss: 6.2169 Epoch 57/100 ---------- lr: 0.005 train loss: 7.1885 val loss: 6.1689 Epoch 58/100 ---------- lr: 0.005 train loss: 7.4172 val loss: 6.4366 Epoch 59/100 ---------- lr: 0.005 train loss: 7.5894 val loss: 6.5429 Epoch 60/100 ---------- lr: 0.005 train loss: 7.4693 val loss: 6.3623 Epoch 61/100 ---------- lr: 0.005 train loss: 7.2879 val loss: 6.3199 Epoch 62/100 ---------- lr: 0.005 train loss: 7.2440 val loss: 6.3176 Epoch 63/100 ---------- lr: 0.005 train loss: 7.2062 val loss: 6.2706 Epoch 64/100 ---------- lr: 0.005 train loss: 7.1235 val loss: 6.1632 Epoch 65/100 ---------- lr: 0.005 train loss: 7.2750 val loss: 6.2878 Epoch 66/100 ---------- lr: 0.005 train loss: 7.2602 val loss: 6.0797 Epoch 67/100 ---------- lr: 0.0025 train loss: 7.1811 val loss: 5.9335 Epoch 68/100 ---------- lr: 0.0025 train loss: 7.2322 val loss: 6.1703 Epoch 69/100 ---------- lr: 0.0025 train loss: 7.1515 val loss: 6.0224 Epoch 70/100 ---------- lr: 0.0025 train loss: 7.0932 val loss: 5.9634 Epoch 71/100 ---------- lr: 0.0025 train loss: 7.1123 val loss: 6.0129 Epoch 72/100 ---------- lr: 0.0025 train loss: 7.1158 val loss: 6.0330 Epoch 73/100 ---------- lr: 0.0025 train loss: 7.1994 val loss: 6.1338 Epoch 74/100 ---------- lr: 0.0025 train loss: 7.2407 val loss: 6.4388 Epoch 75/100 ---------- lr: 0.0025 train loss: 7.3715 val loss: 6.3087 Epoch 76/100 ---------- lr: 0.0025 train loss: 7.2350 val loss: 6.1059 Epoch 77/100 ---------- lr: 0.0025 train loss: 7.4531 val loss: 6.5085 Epoch 78/100 ---------- lr: 0.0025 train loss: 7.5523 val loss: 6.4966 Epoch 79/100 ---------- lr: 0.0025 train loss: 7.4267 val loss: 6.4437 Epoch 80/100 ---------- lr: 0.0025 train loss: 7.4322 val loss: 6.3398 Epoch 81/100 ---------- lr: 0.0025 train loss: 7.3194 val loss: 6.3503 Epoch 82/100 ---------- lr: 0.0025 train loss: 7.2835 val loss: 6.3413 Epoch 83/100 ---------- lr: 0.0025 train loss: 7.4751 val loss: 6.4665 Epoch 84/100 ---------- lr: 0.0025 train loss: 7.3630 val loss: 6.5534 Epoch 85/100 ---------- lr: 0.0025 train loss: 7.4841 val loss: 6.4252 Epoch 86/100 ---------- lr: 0.0025 train loss: 7.5644 val loss: 6.4699 Epoch 87/100 ---------- lr: 0.0025 train loss: 7.4510 val loss: 6.2697 Epoch 88/100 ---------- lr: 0.00125 train loss: 7.2538 val loss: 6.1927 Epoch 89/100 ---------- lr: 0.00125 train loss: 7.1844 val loss: 6.1570 Epoch 90/100 ---------- lr: 0.00125 train loss: 7.0950 val loss: 6.0590 Epoch 91/100 ---------- lr: 0.00125 train loss: 7.0479 val loss: 5.9903 Epoch 92/100 ---------- lr: 0.00125 train loss: 7.0318 val loss: 5.9988 Epoch 93/100 ---------- lr: 0.00125 train loss: 7.1635 val loss: 6.1485 Epoch 94/100 ---------- lr: 0.00125 train loss: 7.1014 val loss: 5.9642 Epoch 95/100 ---------- lr: 0.00125 train loss: 7.0535 val loss: 5.8651 Epoch 96/100 ---------- lr: 0.00125 train loss: 7.0006 val loss: 5.8195 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.9919 val loss: 5.9129 Epoch 98/100 ---------- lr: 0.00125 train loss: 7.0353 val loss: 6.0087 Epoch 99/100 ---------- lr: 0.00125 train loss: 7.1739 val loss: 6.0981 Epoch 100/100 ---------- lr: 0.00125 train loss: 7.1832 val loss: 6.1515 Training complete in 6m 10s Best val loss: 0.9477 at epoch 24 Val MSE at best epoch: 0.3291