Epoch 1/100 ---------- lr: 0.005 train loss: 11.1530 val loss: 3.9259 Epoch 2/100 ---------- lr: 0.005 train loss: 4.6103 val loss: 3.3133 Epoch 3/100 ---------- lr: 0.005 train loss: 4.1310 val loss: 3.1811 Epoch 4/100 ---------- lr: 0.005 train loss: 3.8228 val loss: 2.8887 Epoch 5/100 ---------- lr: 0.005 train loss: 3.3251 val loss: 2.2216 Epoch 6/100 ---------- lr: 0.005 train loss: 2.6714 val loss: 1.8296 Epoch 7/100 ---------- lr: 0.005 train loss: 2.5347 val loss: 1.5614 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4245 val loss: 2.0456 Epoch 9/100 ---------- lr: 0.005 train loss: 2.2164 val loss: 1.7360 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0684 val loss: 1.9714 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9255 val loss: 2.1658 Epoch 12/100 ---------- lr: 0.005 train loss: 2.3498 val loss: 1.4588 Epoch 13/100 ---------- lr: 0.005 train loss: 2.2369 val loss: 1.3003 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6841 val loss: 1.4120 Epoch 15/100 ---------- lr: 0.005 train loss: 1.6201 val loss: 1.1351 Epoch 16/100 ---------- lr: 0.005 train loss: 1.4338 val loss: 0.8879 Epoch 17/100 ---------- lr: 0.005 train loss: 1.9462 val loss: 1.2007 Epoch 18/100 ---------- lr: 0.005 train loss: 1.4954 val loss: 0.8046 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3182 val loss: 0.7597 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2654 val loss: 0.9078 Epoch 21/100 ---------- lr: 0.005 train loss: 1.3101 val loss: 0.8436 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5948 val loss: 2.0301 Epoch 23/100 ---------- lr: 0.005 train loss: 1.8723 val loss: 0.7946 Epoch 24/100 ---------- lr: 0.005 train loss: 1.6361 val loss: 0.6863 Epoch 25/100 ---------- lr: 0.005 train loss: 1.2648 val loss: 0.6885 Epoch 26/100 ---------- lr: 0.005 train loss: 1.1519 val loss: 0.5055 Epoch 27/100 ---------- lr: 0.005 train loss: 1.2040 val loss: 0.6253 Epoch 28/100 ---------- lr: 0.005 train loss: 1.1880 val loss: 0.6305 Epoch 29/100 ---------- lr: 0.005 train loss: 1.1449 val loss: 0.8096 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3377 val loss: 0.6137 Epoch 31/100 ---------- lr: 0.005 train loss: 1.1412 val loss: 1.2079 Epoch 32/100 ---------- lr: 0.005 train loss: 1.3037 val loss: 0.5915 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0533 val loss: 0.4110 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9842 val loss: 0.4522 Epoch 35/100 ---------- lr: 0.005 train loss: 0.9475 val loss: 0.4266 Epoch 36/100 ---------- lr: 0.005 train loss: 0.9747 val loss: 0.5866 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1101 val loss: 1.0852 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2810 val loss: 0.4707 Epoch 39/100 ---------- lr: 0.005 train loss: 1.0761 val loss: 0.4627 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9570 val loss: 0.5841 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9166 val loss: 0.4146 Epoch 42/100 ---------- lr: 0.005 train loss: 0.9221 val loss: 0.7457 Epoch 43/100 ---------- lr: 0.005 train loss: 1.4133 val loss: 0.7382 Epoch 44/100 ---------- lr: 0.005 train loss: 1.4093 val loss: 1.2371 Epoch 45/100 ---------- lr: 0.005 train loss: 1.4506 val loss: 0.9095 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0269 val loss: 4.0730 Epoch 47/100 ---------- lr: 0.005 train loss: 3.5458 val loss: 2.6887 Epoch 48/100 ---------- lr: 0.005 train loss: 3.8832 val loss: 3.4849 Epoch 49/100 ---------- lr: 0.005 train loss: 4.0587 val loss: 3.2456 Epoch 50/100 ---------- lr: 0.005 train loss: 3.1191 val loss: 2.3961 Epoch 51/100 ---------- lr: 0.005 train loss: 2.8893 val loss: 3.1103 Epoch 52/100 ---------- lr: 0.005 train loss: 4.1306 val loss: 3.0755 Epoch 53/100 ---------- lr: 0.005 train loss: 4.8299 val loss: 4.7453 Epoch 54/100 ---------- lr: 0.005 train loss: 4.6840 val loss: 5.0608 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.6179 val loss: 3.5109 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.2149 val loss: 3.7839 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.1485 val loss: 3.2498 Epoch 58/100 ---------- lr: 0.0025 train loss: 3.7164 val loss: 2.8820 Epoch 59/100 ---------- lr: 0.0025 train loss: 3.4894 val loss: 2.8171 Epoch 60/100 ---------- lr: 0.0025 train loss: 3.3816 val loss: 2.5522 Epoch 61/100 ---------- lr: 0.0025 train loss: 3.3385 val loss: 2.9052 Epoch 62/100 ---------- lr: 0.0025 train loss: 3.3892 val loss: 2.6616 Epoch 63/100 ---------- lr: 0.0025 train loss: 3.2213 val loss: 2.6389 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.1818 val loss: 2.3207 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.2800 val loss: 2.5470 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.2885 val loss: 2.5008 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.3968 val loss: 2.9031 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.2443 val loss: 2.3712 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.0324 val loss: 2.1776 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.9404 val loss: 2.2680 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.8692 val loss: 2.3339 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.8847 val loss: 2.2083 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.8962 val loss: 2.0982 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.7652 val loss: 2.3053 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.8674 val loss: 2.1726 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.6398 val loss: 1.8962 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.5483 val loss: 1.8653 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.4976 val loss: 1.8627 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.4750 val loss: 1.7940 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.4201 val loss: 1.8392 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.3900 val loss: 1.8243 Epoch 82/100 ---------- lr: 0.00125 train loss: 2.3739 val loss: 1.7326 Epoch 83/100 ---------- lr: 0.00125 train loss: 2.3921 val loss: 1.7972 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.4960 val loss: 2.1041 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.6127 val loss: 1.9378 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.6307 val loss: 1.9014 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.5584 val loss: 1.8441 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.5759 val loss: 1.9780 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.5458 val loss: 1.9904 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.6058 val loss: 1.9028 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.5498 val loss: 1.9050 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.6954 val loss: 1.9825 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.5906 val loss: 1.9791 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.5905 val loss: 1.9459 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.5320 val loss: 1.8896 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.4958 val loss: 1.9716 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.3840 val loss: 1.9038 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.3677 val loss: 1.8792 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.3519 val loss: 1.7694 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.3216 val loss: 1.8022 Training complete in 20m 56s Best val loss: 0.4110 at epoch 33 Val MSE at best epoch: 0.1685