Epoch 1/100 ---------- lr: 0.005 train loss: 10.9682 val loss: 3.4593 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2322 val loss: 3.1642 Epoch 3/100 ---------- lr: 0.005 train loss: 3.9476 val loss: 2.4319 Epoch 4/100 ---------- lr: 0.005 train loss: 3.2598 val loss: 2.1877 Epoch 5/100 ---------- lr: 0.005 train loss: 2.9199 val loss: 2.0068 Epoch 6/100 ---------- lr: 0.005 train loss: 3.0467 val loss: 2.3291 Epoch 7/100 ---------- lr: 0.005 train loss: 2.7579 val loss: 1.8419 Epoch 8/100 ---------- lr: 0.005 train loss: 2.3935 val loss: 1.8423 Epoch 9/100 ---------- lr: 0.005 train loss: 2.6237 val loss: 1.5886 Epoch 10/100 ---------- lr: 0.005 train loss: 2.2205 val loss: 1.2671 Epoch 11/100 ---------- lr: 0.005 train loss: 2.6359 val loss: 2.6333 Epoch 12/100 ---------- lr: 0.005 train loss: 2.6143 val loss: 1.5658 Epoch 13/100 ---------- lr: 0.005 train loss: 2.0428 val loss: 1.1609 Epoch 14/100 ---------- lr: 0.005 train loss: 1.9296 val loss: 2.3369 Epoch 15/100 ---------- lr: 0.005 train loss: 2.3562 val loss: 1.2147 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8192 val loss: 1.0139 Epoch 17/100 ---------- lr: 0.005 train loss: 1.8446 val loss: 0.8704 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6416 val loss: 0.7773 Epoch 19/100 ---------- lr: 0.005 train loss: 1.7810 val loss: 1.4810 Epoch 20/100 ---------- lr: 0.005 train loss: 2.0264 val loss: 0.8071 Epoch 21/100 ---------- lr: 0.005 train loss: 1.4949 val loss: 0.6124 Epoch 22/100 ---------- lr: 0.005 train loss: 1.4384 val loss: 0.7652 Epoch 23/100 ---------- lr: 0.005 train loss: 1.4466 val loss: 0.6848 Epoch 24/100 ---------- lr: 0.005 train loss: 1.4876 val loss: 0.5935 Epoch 25/100 ---------- lr: 0.005 train loss: 1.4757 val loss: 0.8703 Epoch 26/100 ---------- lr: 0.005 train loss: 1.4781 val loss: 0.5827 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4552 val loss: 0.6875 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3996 val loss: 0.5103 Epoch 29/100 ---------- lr: 0.005 train loss: 1.4075 val loss: 0.5143 Epoch 30/100 ---------- lr: 0.005 train loss: 1.3603 val loss: 0.5332 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2805 val loss: 0.5698 Epoch 32/100 ---------- lr: 0.005 train loss: 1.6093 val loss: 0.5691 Epoch 33/100 ---------- lr: 0.005 train loss: 1.2204 val loss: 0.4664 Epoch 34/100 ---------- lr: 0.005 train loss: 1.1716 val loss: 0.4314 Epoch 35/100 ---------- lr: 0.005 train loss: 1.3412 val loss: 1.2041 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4626 val loss: 0.4748 Epoch 37/100 ---------- lr: 0.005 train loss: 1.1689 val loss: 0.3964 Epoch 38/100 ---------- lr: 0.005 train loss: 1.2101 val loss: 0.4836 Epoch 39/100 ---------- lr: 0.005 train loss: 1.1358 val loss: 0.4815 Epoch 40/100 ---------- lr: 0.005 train loss: 1.4685 val loss: 1.5728 Epoch 41/100 ---------- lr: 0.005 train loss: 1.5182 val loss: 0.5065 Epoch 42/100 ---------- lr: 0.005 train loss: 1.1591 val loss: 0.3925 Epoch 43/100 ---------- lr: 0.005 train loss: 1.1254 val loss: 0.6654 Epoch 44/100 ---------- lr: 0.005 train loss: 1.1846 val loss: 0.4866 Epoch 45/100 ---------- lr: 0.005 train loss: 1.1681 val loss: 0.3818 Epoch 46/100 ---------- lr: 0.005 train loss: 1.2838 val loss: 0.7042 Epoch 47/100 ---------- lr: 0.005 train loss: 1.1814 val loss: 0.3941 Epoch 48/100 ---------- lr: 0.005 train loss: 1.0882 val loss: 0.3353 Epoch 49/100 ---------- lr: 0.005 train loss: 1.2366 val loss: 0.4595 Epoch 50/100 ---------- lr: 0.005 train loss: 1.2614 val loss: 0.5712 Epoch 51/100 ---------- lr: 0.005 train loss: 1.2571 val loss: 0.4517 Epoch 52/100 ---------- lr: 0.005 train loss: 1.2423 val loss: 0.4179 Epoch 53/100 ---------- lr: 0.005 train loss: 1.0908 val loss: 0.3650 Epoch 54/100 ---------- lr: 0.005 train loss: 1.0542 val loss: 0.3267 Epoch 55/100 ---------- lr: 0.005 train loss: 1.0832 val loss: 0.5171 Epoch 56/100 ---------- lr: 0.005 train loss: 1.2079 val loss: 0.6029 Epoch 57/100 ---------- lr: 0.005 train loss: 1.3781 val loss: 0.5078 Epoch 58/100 ---------- lr: 0.005 train loss: 1.4591 val loss: 0.5249 Epoch 59/100 ---------- lr: 0.005 train loss: 1.3839 val loss: 0.5281 Epoch 60/100 ---------- lr: 0.005 train loss: 1.4161 val loss: 0.7649 Epoch 61/100 ---------- lr: 0.005 train loss: 1.2458 val loss: 0.4507 Epoch 62/100 ---------- lr: 0.005 train loss: 1.2849 val loss: 0.5281 Epoch 63/100 ---------- lr: 0.005 train loss: 1.3663 val loss: 0.8163 Epoch 64/100 ---------- lr: 0.005 train loss: 1.5990 val loss: 1.1676 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9191 val loss: 1.7640 Epoch 66/100 ---------- lr: 0.005 train loss: 4.1490 val loss: 4.2804 Epoch 67/100 ---------- lr: 0.005 train loss: 5.4192 val loss: 4.2754 Epoch 68/100 ---------- lr: 0.005 train loss: 6.1111 val loss: 4.6887 Epoch 69/100 ---------- lr: 0.005 train loss: 6.0649 val loss: 4.5269 Epoch 70/100 ---------- lr: 0.005 train loss: 5.5794 val loss: 4.1529 Epoch 71/100 ---------- lr: 0.005 train loss: 5.0198 val loss: 3.8784 Epoch 72/100 ---------- lr: 0.005 train loss: 4.9610 val loss: 4.2869 Epoch 73/100 ---------- lr: 0.005 train loss: 4.8388 val loss: 4.0148 Epoch 74/100 ---------- lr: 0.005 train loss: 5.1466 val loss: 3.6881 Epoch 75/100 ---------- lr: 0.005 train loss: 4.8759 val loss: 4.0325 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4630 val loss: 3.3741 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.1848 val loss: 3.2816 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.2240 val loss: 3.5645 Epoch 79/100 ---------- lr: 0.0025 train loss: 4.0821 val loss: 3.1699 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.9756 val loss: 3.2775 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.9921 val loss: 3.2112 Epoch 82/100 ---------- lr: 0.0025 train loss: 4.0267 val loss: 3.1308 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.7645 val loss: 3.0236 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.9079 val loss: 3.1509 Epoch 85/100 ---------- lr: 0.0025 train loss: 3.8493 val loss: 2.9861 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.8192 val loss: 3.0451 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.7468 val loss: 2.9779 Epoch 88/100 ---------- lr: 0.0025 train loss: 4.2389 val loss: 3.1234 Epoch 89/100 ---------- lr: 0.0025 train loss: 3.8777 val loss: 2.9383 Epoch 90/100 ---------- lr: 0.0025 train loss: 3.7229 val loss: 2.8512 Epoch 91/100 ---------- lr: 0.0025 train loss: 3.6132 val loss: 2.7469 Epoch 92/100 ---------- lr: 0.0025 train loss: 3.5764 val loss: 2.7904 Epoch 93/100 ---------- lr: 0.0025 train loss: 3.6811 val loss: 2.8199 Epoch 94/100 ---------- lr: 0.0025 train loss: 3.6871 val loss: 2.7862 Epoch 95/100 ---------- lr: 0.0025 train loss: 3.6003 val loss: 2.7474 Epoch 96/100 ---------- lr: 0.0025 train loss: 3.4695 val loss: 2.5815 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.4245 val loss: 2.5854 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.4118 val loss: 2.6638 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.4316 val loss: 2.5802 Epoch 100/100 ---------- lr: 0.00125 train loss: 3.3963 val loss: 2.5772 Training complete in 13m 12s Best val loss: 0.3267 at epoch 54 Val MSE at best epoch: 0.1343