Epoch 1/100 ---------- lr: 0.001 train loss: 12.1247 val loss: 4.4543 Epoch 2/100 ---------- lr: 0.001 train loss: 4.4423 val loss: 3.2348 Epoch 3/100 ---------- lr: 0.001 train loss: 3.7412 val loss: 3.0291 Epoch 4/100 ---------- lr: 0.001 train loss: 3.3312 val loss: 3.2323 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8782 val loss: 2.1686 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5510 val loss: 2.0016 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6501 val loss: 1.9045 Epoch 8/100 ---------- lr: 0.001 train loss: 2.4344 val loss: 2.1931 Epoch 9/100 ---------- lr: 0.001 train loss: 2.3703 val loss: 1.7852 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0339 val loss: 1.3208 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7713 val loss: 1.2154 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7697 val loss: 1.5359 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9618 val loss: 1.0811 Epoch 14/100 ---------- lr: 0.001 train loss: 1.4867 val loss: 0.9929 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7575 val loss: 1.3755 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8218 val loss: 1.2510 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4029 val loss: 0.7732 Epoch 18/100 ---------- lr: 0.001 train loss: 1.1690 val loss: 0.7460 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1509 val loss: 0.6438 Epoch 20/100 ---------- lr: 0.001 train loss: 1.1482 val loss: 0.7505 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0678 val loss: 0.7050 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1131 val loss: 0.8097 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1806 val loss: 0.5814 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9979 val loss: 0.6243 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0265 val loss: 0.5039 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8502 val loss: 0.4939 Epoch 27/100 ---------- lr: 0.001 train loss: 0.8859 val loss: 0.5876 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0069 val loss: 1.6700 Epoch 29/100 ---------- lr: 0.001 train loss: 1.6411 val loss: 0.6106 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8817 val loss: 0.4745 Epoch 31/100 ---------- lr: 0.001 train loss: 0.7922 val loss: 0.3852 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8000 val loss: 0.3979 Epoch 33/100 ---------- lr: 0.001 train loss: 0.7939 val loss: 0.3983 Epoch 34/100 ---------- lr: 0.001 train loss: 0.7578 val loss: 0.4093 Epoch 35/100 ---------- lr: 0.001 train loss: 0.7400 val loss: 0.3843 Epoch 36/100 ---------- lr: 0.001 train loss: 0.7128 val loss: 0.3342 Epoch 37/100 ---------- lr: 0.001 train loss: 0.6859 val loss: 0.3049 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3080 val loss: 0.7935 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8455 val loss: 0.3569 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6914 val loss: 0.2931 Epoch 41/100 ---------- lr: 0.001 train loss: 0.6687 val loss: 0.2835 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6503 val loss: 0.2817 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6442 val loss: 0.2556 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6254 val loss: 0.2749 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8528 val loss: 0.3994 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8141 val loss: 0.6690 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7164 val loss: 0.2524 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6142 val loss: 0.2538 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6215 val loss: 0.2954 Epoch 50/100 ---------- lr: 0.001 train loss: 0.6485 val loss: 0.2931 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6571 val loss: 0.4466 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6128 val loss: 0.2503 Epoch 53/100 ---------- lr: 0.001 train loss: 0.5859 val loss: 0.2228 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6143 val loss: 0.2865 Epoch 55/100 ---------- lr: 0.001 train loss: 1.0886 val loss: 0.7345 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0281 val loss: 0.4195 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6791 val loss: 0.2756 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6064 val loss: 0.2411 Epoch 59/100 ---------- lr: 0.001 train loss: 0.5829 val loss: 0.2289 Epoch 60/100 ---------- lr: 0.001 train loss: 0.5705 val loss: 0.2103 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5842 val loss: 0.2188 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5716 val loss: 0.2130 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5581 val loss: 0.2095 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5629 val loss: 0.2079 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5801 val loss: 0.2407 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6023 val loss: 0.3193 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8427 val loss: 0.2798 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5710 val loss: 0.2005 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5393 val loss: 0.1810 Epoch 70/100 ---------- lr: 0.001 train loss: 0.5323 val loss: 0.1833 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5281 val loss: 0.1994 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5300 val loss: 0.1960 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5322 val loss: 0.2278 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5491 val loss: 0.2300 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5587 val loss: 0.2214 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5790 val loss: 0.2050 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6871 val loss: 0.3541 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6458 val loss: 0.7895 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6902 val loss: 0.2305 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5261 val loss: 0.1762 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5105 val loss: 0.1812 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5043 val loss: 0.1659 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5027 val loss: 0.1635 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6330 val loss: 0.5300 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6080 val loss: 0.1960 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5113 val loss: 0.1712 Epoch 87/100 ---------- lr: 0.001 train loss: 0.4978 val loss: 0.1789 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5151 val loss: 0.1795 Epoch 89/100 ---------- lr: 0.001 train loss: 0.4999 val loss: 0.2351 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5302 val loss: 0.2267 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5743 val loss: 0.1770 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5008 val loss: 0.1572 Epoch 93/100 ---------- lr: 0.001 train loss: 0.4958 val loss: 0.1723 Epoch 94/100 ---------- lr: 0.001 train loss: 0.4932 val loss: 0.1576 Epoch 95/100 ---------- lr: 0.001 train loss: 0.4967 val loss: 0.2636 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7083 val loss: 0.5647 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6799 val loss: 0.2032 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5168 val loss: 0.1684 Epoch 99/100 ---------- lr: 0.001 train loss: 0.4968 val loss: 0.1485 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5017 val loss: 0.1560 Training complete in 33m 37s Best val loss: 0.1485 at epoch 99 Val MSE at best epoch: 0.0631