Epoch 1/100 ---------- lr: 0.005 train loss: 22.0911 val loss: 4.6603 Epoch 2/100 ---------- lr: 0.005 train loss: 6.3565 val loss: 4.3907 Epoch 3/100 ---------- lr: 0.005 train loss: 6.0589 val loss: 3.0485 Epoch 4/100 ---------- lr: 0.005 train loss: 4.6562 val loss: 2.8545 Epoch 5/100 ---------- lr: 0.005 train loss: 4.3692 val loss: 2.4191 Epoch 6/100 ---------- lr: 0.005 train loss: 4.2265 val loss: 2.2052 Epoch 7/100 ---------- lr: 0.005 train loss: 3.8786 val loss: 2.0034 Epoch 8/100 ---------- lr: 0.005 train loss: 3.7275 val loss: 1.9417 Epoch 9/100 ---------- lr: 0.005 train loss: 3.5225 val loss: 1.7139 Epoch 10/100 ---------- lr: 0.005 train loss: 3.4120 val loss: 1.6600 Epoch 11/100 ---------- lr: 0.005 train loss: 3.3861 val loss: 1.6145 Epoch 12/100 ---------- lr: 0.005 train loss: 3.3699 val loss: 1.7434 Epoch 13/100 ---------- lr: 0.005 train loss: 3.1825 val loss: 1.5393 Epoch 14/100 ---------- lr: 0.005 train loss: 3.0472 val loss: 2.0251 Epoch 15/100 ---------- lr: 0.005 train loss: 3.1032 val loss: 1.4709 Epoch 16/100 ---------- lr: 0.005 train loss: 2.9502 val loss: 1.3689 Epoch 17/100 ---------- lr: 0.005 train loss: 2.8072 val loss: 1.1589 Epoch 18/100 ---------- lr: 0.005 train loss: 2.9498 val loss: 1.2766 Epoch 19/100 ---------- lr: 0.005 train loss: 2.7870 val loss: 1.2708 Epoch 20/100 ---------- lr: 0.005 train loss: 2.7835 val loss: 1.8471 Epoch 21/100 ---------- lr: 0.005 train loss: 3.0033 val loss: 1.5144 Epoch 22/100 ---------- lr: 0.005 train loss: 3.0031 val loss: 1.2534 Epoch 23/100 ---------- lr: 0.005 train loss: 2.6552 val loss: 1.0016 Epoch 24/100 ---------- lr: 0.005 train loss: 2.5142 val loss: 1.2924 Epoch 25/100 ---------- lr: 0.005 train loss: 2.6797 val loss: 1.1799 Epoch 26/100 ---------- lr: 0.005 train loss: 2.5155 val loss: 0.9637 Epoch 27/100 ---------- lr: 0.005 train loss: 2.4770 val loss: 0.9378 Epoch 28/100 ---------- lr: 0.005 train loss: 2.4982 val loss: 0.8818 Epoch 29/100 ---------- lr: 0.005 train loss: 2.6252 val loss: 2.0040 Epoch 30/100 ---------- lr: 0.005 train loss: 2.8949 val loss: 0.9912 Epoch 31/100 ---------- lr: 0.005 train loss: 2.4615 val loss: 0.8643 Epoch 32/100 ---------- lr: 0.005 train loss: 2.3541 val loss: 0.8728 Epoch 33/100 ---------- lr: 0.005 train loss: 2.3637 val loss: 1.0541 Epoch 34/100 ---------- lr: 0.005 train loss: 2.6546 val loss: 0.8837 Epoch 35/100 ---------- lr: 0.005 train loss: 2.3625 val loss: 0.8524 Epoch 36/100 ---------- lr: 0.005 train loss: 2.3284 val loss: 0.8424 Epoch 37/100 ---------- lr: 0.005 train loss: 2.3150 val loss: 0.7393 Epoch 38/100 ---------- lr: 0.005 train loss: 2.2535 val loss: 0.7593 Epoch 39/100 ---------- lr: 0.005 train loss: 2.3369 val loss: 0.9633 Epoch 40/100 ---------- lr: 0.005 train loss: 2.3791 val loss: 0.9237 Epoch 41/100 ---------- lr: 0.005 train loss: 2.2746 val loss: 0.8069 Epoch 42/100 ---------- lr: 0.005 train loss: 2.4620 val loss: 0.9635 Epoch 43/100 ---------- lr: 0.005 train loss: 2.3861 val loss: 0.9360 Epoch 44/100 ---------- lr: 0.005 train loss: 2.2443 val loss: 0.7380 Epoch 45/100 ---------- lr: 0.005 train loss: 2.3885 val loss: 0.9484 Epoch 46/100 ---------- lr: 0.005 train loss: 2.2090 val loss: 0.6789 Epoch 47/100 ---------- lr: 0.005 train loss: 2.2069 val loss: 0.7094 Epoch 48/100 ---------- lr: 0.005 train loss: 2.2503 val loss: 0.9706 Epoch 49/100 ---------- lr: 0.005 train loss: 2.2496 val loss: 0.6796 Epoch 50/100 ---------- lr: 0.005 train loss: 2.1681 val loss: 0.6709 Epoch 51/100 ---------- lr: 0.005 train loss: 2.1655 val loss: 1.1582 Epoch 52/100 ---------- lr: 0.005 train loss: 2.3666 val loss: 0.8068 Epoch 53/100 ---------- lr: 0.005 train loss: 2.5588 val loss: 1.2692 Epoch 54/100 ---------- lr: 0.005 train loss: 2.3493 val loss: 0.7716 Epoch 55/100 ---------- lr: 0.005 train loss: 2.1993 val loss: 0.6796 Epoch 56/100 ---------- lr: 0.005 train loss: 2.1813 val loss: 0.8237 Epoch 57/100 ---------- lr: 0.005 train loss: 2.2904 val loss: 0.6958 Epoch 58/100 ---------- lr: 0.005 train loss: 2.1769 val loss: 0.6604 Epoch 59/100 ---------- lr: 0.005 train loss: 2.1115 val loss: 0.6815 Epoch 60/100 ---------- lr: 0.005 train loss: 2.0903 val loss: 0.5999 Epoch 61/100 ---------- lr: 0.005 train loss: 2.2292 val loss: 0.8741 Epoch 62/100 ---------- lr: 0.005 train loss: 2.2519 val loss: 0.9556 Epoch 63/100 ---------- lr: 0.005 train loss: 2.3046 val loss: 0.7153 Epoch 64/100 ---------- lr: 0.005 train loss: 2.2349 val loss: 2.5382 Epoch 65/100 ---------- lr: 0.005 train loss: 3.3061 val loss: 1.1271 Epoch 66/100 ---------- lr: 0.005 train loss: 2.5285 val loss: 0.9320 Epoch 67/100 ---------- lr: 0.005 train loss: 2.4165 val loss: 0.8481 Epoch 68/100 ---------- lr: 0.005 train loss: 2.2828 val loss: 0.8937 Epoch 69/100 ---------- lr: 0.005 train loss: 2.2108 val loss: 0.6896 Epoch 70/100 ---------- lr: 0.005 train loss: 2.1429 val loss: 0.8262 Epoch 71/100 ---------- lr: 0.005 train loss: 2.3390 val loss: 0.8601 Epoch 72/100 ---------- lr: 0.005 train loss: 2.2179 val loss: 0.6886 Epoch 73/100 ---------- lr: 0.005 train loss: 2.1630 val loss: 0.6751 Epoch 74/100 ---------- lr: 0.005 train loss: 2.0983 val loss: 0.6767 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0869 val loss: 0.6579 Epoch 76/100 ---------- lr: 0.005 train loss: 2.0719 val loss: 0.6330 Epoch 77/100 ---------- lr: 0.005 train loss: 2.8934 val loss: 1.4392 Epoch 78/100 ---------- lr: 0.005 train loss: 2.4577 val loss: 0.7613 Epoch 79/100 ---------- lr: 0.005 train loss: 2.2509 val loss: 0.7956 Epoch 80/100 ---------- lr: 0.005 train loss: 2.2005 val loss: 0.7201 Epoch 81/100 ---------- lr: 0.005 train loss: 2.3111 val loss: 0.7246 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.1059 val loss: 0.6621 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.0667 val loss: 0.6467 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.0464 val loss: 0.5952 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.0442 val loss: 0.5920 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.0823 val loss: 0.6210 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.0408 val loss: 0.5815 Epoch 88/100 ---------- lr: 0.0025 train loss: 2.0288 val loss: 0.5670 Epoch 89/100 ---------- lr: 0.0025 train loss: 2.0232 val loss: 0.5702 Epoch 90/100 ---------- lr: 0.0025 train loss: 2.0086 val loss: 0.5275 Epoch 91/100 ---------- lr: 0.0025 train loss: 1.9951 val loss: 0.5394 Epoch 92/100 ---------- lr: 0.0025 train loss: 1.9963 val loss: 0.5285 Epoch 93/100 ---------- lr: 0.0025 train loss: 1.9987 val loss: 0.5440 Epoch 94/100 ---------- lr: 0.0025 train loss: 2.0011 val loss: 0.5514 Epoch 95/100 ---------- lr: 0.0025 train loss: 1.9805 val loss: 0.5355 Epoch 96/100 ---------- lr: 0.0025 train loss: 1.9727 val loss: 0.5286 Epoch 97/100 ---------- lr: 0.0025 train loss: 1.9852 val loss: 0.5374 Epoch 98/100 ---------- lr: 0.0025 train loss: 2.0002 val loss: 0.5340 Epoch 99/100 ---------- lr: 0.0025 train loss: 2.0031 val loss: 0.5411 Epoch 100/100 ---------- lr: 0.0025 train loss: 1.9786 val loss: 0.5274 Training complete in 8m 49s Best val loss: 0.5274 at epoch 100 Val MSE at best epoch: 0.1866