Epoch 1/100 ---------- lr: 0.001 train loss: 43.1371 val loss: 7.8257 Epoch 2/100 ---------- lr: 0.001 train loss: 7.4608 val loss: 4.6210 Epoch 3/100 ---------- lr: 0.001 train loss: 5.8523 val loss: 3.9385 Epoch 4/100 ---------- lr: 0.001 train loss: 4.7863 val loss: 3.2659 Epoch 5/100 ---------- lr: 0.001 train loss: 4.2712 val loss: 2.8165 Epoch 6/100 ---------- lr: 0.001 train loss: 3.8426 val loss: 2.5464 Epoch 7/100 ---------- lr: 0.001 train loss: 3.5114 val loss: 2.5477 Epoch 8/100 ---------- lr: 0.001 train loss: 3.2401 val loss: 2.0880 Epoch 9/100 ---------- lr: 0.001 train loss: 3.0506 val loss: 1.9014 Epoch 10/100 ---------- lr: 0.001 train loss: 2.9296 val loss: 1.9158 Epoch 11/100 ---------- lr: 0.001 train loss: 2.9624 val loss: 1.8029 Epoch 12/100 ---------- lr: 0.001 train loss: 2.6840 val loss: 1.5158 Epoch 13/100 ---------- lr: 0.001 train loss: 2.4130 val loss: 1.4772 Epoch 14/100 ---------- lr: 0.001 train loss: 2.4493 val loss: 1.5208 Epoch 15/100 ---------- lr: 0.001 train loss: 2.3693 val loss: 1.3190 Epoch 16/100 ---------- lr: 0.001 train loss: 2.3058 val loss: 1.4684 Epoch 17/100 ---------- lr: 0.001 train loss: 2.2804 val loss: 1.1518 Epoch 18/100 ---------- lr: 0.001 train loss: 2.0299 val loss: 1.2931 Epoch 19/100 ---------- lr: 0.001 train loss: 2.3058 val loss: 1.8324 Epoch 20/100 ---------- lr: 0.001 train loss: 2.2223 val loss: 1.1878 Epoch 21/100 ---------- lr: 0.001 train loss: 1.9756 val loss: 1.0047 Epoch 22/100 ---------- lr: 0.001 train loss: 1.8655 val loss: 1.0936 Epoch 23/100 ---------- lr: 0.001 train loss: 1.8588 val loss: 0.8893 Epoch 24/100 ---------- lr: 0.001 train loss: 1.7536 val loss: 0.9275 Epoch 25/100 ---------- lr: 0.001 train loss: 1.9009 val loss: 1.0170 Epoch 26/100 ---------- lr: 0.001 train loss: 2.2202 val loss: 1.0879 Epoch 27/100 ---------- lr: 0.001 train loss: 1.7974 val loss: 0.9671 Epoch 28/100 ---------- lr: 0.001 train loss: 1.6438 val loss: 0.7658 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5861 val loss: 0.7772 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5572 val loss: 0.7005 Epoch 31/100 ---------- lr: 0.001 train loss: 1.5612 val loss: 0.7175 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5662 val loss: 0.6736 Epoch 33/100 ---------- lr: 0.001 train loss: 1.7271 val loss: 0.7350 Epoch 34/100 ---------- lr: 0.001 train loss: 1.5381 val loss: 0.6579 Epoch 35/100 ---------- lr: 0.001 train loss: 1.4409 val loss: 0.6364 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4427 val loss: 0.9373 Epoch 37/100 ---------- lr: 0.001 train loss: 1.5598 val loss: 0.6611 Epoch 38/100 ---------- lr: 0.001 train loss: 1.4926 val loss: 0.7314 Epoch 39/100 ---------- lr: 0.001 train loss: 1.4830 val loss: 0.6260 Epoch 40/100 ---------- lr: 0.001 train loss: 1.4035 val loss: 0.5210 Epoch 41/100 ---------- lr: 0.001 train loss: 1.8703 val loss: 0.6751 Epoch 42/100 ---------- lr: 0.001 train loss: 1.3995 val loss: 0.5448 Epoch 43/100 ---------- lr: 0.001 train loss: 1.3244 val loss: 0.5026 Epoch 44/100 ---------- lr: 0.001 train loss: 1.3113 val loss: 0.5167 Epoch 45/100 ---------- lr: 0.001 train loss: 1.2886 val loss: 0.4972 Epoch 46/100 ---------- lr: 0.001 train loss: 1.3763 val loss: 0.4896 Epoch 47/100 ---------- lr: 0.001 train loss: 1.2898 val loss: 0.5138 Epoch 48/100 ---------- lr: 0.001 train loss: 1.4197 val loss: 1.1023 Epoch 49/100 ---------- lr: 0.001 train loss: 1.4710 val loss: 0.7351 Epoch 50/100 ---------- lr: 0.001 train loss: 1.3182 val loss: 0.4543 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2421 val loss: 0.4336 Epoch 52/100 ---------- lr: 0.001 train loss: 1.2569 val loss: 0.4371 Epoch 53/100 ---------- lr: 0.001 train loss: 1.2231 val loss: 0.4321 Epoch 54/100 ---------- lr: 0.001 train loss: 1.3896 val loss: 0.7095 Epoch 55/100 ---------- lr: 0.001 train loss: 1.3284 val loss: 0.4451 Epoch 56/100 ---------- lr: 0.001 train loss: 1.2106 val loss: 0.4053 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1907 val loss: 0.4167 Epoch 58/100 ---------- lr: 0.001 train loss: 1.1727 val loss: 0.4052 Epoch 59/100 ---------- lr: 0.001 train loss: 1.1873 val loss: 0.4142 Epoch 60/100 ---------- lr: 0.001 train loss: 1.2201 val loss: 0.4090 Epoch 61/100 ---------- lr: 0.001 train loss: 1.1724 val loss: 0.3895 Epoch 62/100 ---------- lr: 0.001 train loss: 1.2573 val loss: 0.6415 Epoch 63/100 ---------- lr: 0.001 train loss: 1.2455 val loss: 0.4008 Epoch 64/100 ---------- lr: 0.001 train loss: 1.1611 val loss: 0.3806 Epoch 65/100 ---------- lr: 0.001 train loss: 1.1351 val loss: 0.3674 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1348 val loss: 0.3532 Epoch 67/100 ---------- lr: 0.001 train loss: 1.2645 val loss: 0.3883 Epoch 68/100 ---------- lr: 0.001 train loss: 1.1670 val loss: 0.3821 Epoch 69/100 ---------- lr: 0.001 train loss: 1.1304 val loss: 0.3640 Epoch 70/100 ---------- lr: 0.001 train loss: 1.1155 val loss: 0.3464 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1169 val loss: 0.3791 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1546 val loss: 0.3865 Epoch 73/100 ---------- lr: 0.001 train loss: 1.1340 val loss: 0.3451 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1459 val loss: 0.4690 Epoch 75/100 ---------- lr: 0.001 train loss: 1.1822 val loss: 0.5118 Epoch 76/100 ---------- lr: 0.001 train loss: 1.2452 val loss: 0.3579 Epoch 77/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.3413 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0853 val loss: 0.3209 Epoch 79/100 ---------- lr: 0.001 train loss: 1.1749 val loss: 0.3518 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0884 val loss: 0.3369 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0737 val loss: 0.3061 Epoch 82/100 ---------- lr: 0.001 train loss: 1.1067 val loss: 0.3816 Epoch 83/100 ---------- lr: 0.001 train loss: 1.1612 val loss: 0.6057 Epoch 84/100 ---------- lr: 0.001 train loss: 1.1989 val loss: 0.3161 Epoch 85/100 ---------- lr: 0.001 train loss: 1.0704 val loss: 0.3254 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0584 val loss: 0.3041 Epoch 87/100 ---------- lr: 0.001 train loss: 1.0577 val loss: 0.3254 Epoch 88/100 ---------- lr: 0.001 train loss: 1.0889 val loss: 0.3379 Epoch 89/100 ---------- lr: 0.001 train loss: 1.0845 val loss: 0.3245 Epoch 90/100 ---------- lr: 0.001 train loss: 1.0589 val loss: 0.3097 Epoch 91/100 ---------- lr: 0.001 train loss: 1.0486 val loss: 0.2875 Epoch 92/100 ---------- lr: 0.001 train loss: 1.0577 val loss: 0.3483 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0701 val loss: 0.3107 Epoch 94/100 ---------- lr: 0.001 train loss: 1.0465 val loss: 0.2935 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0470 val loss: 0.3053 Epoch 96/100 ---------- lr: 0.001 train loss: 1.1724 val loss: 0.3706 Epoch 97/100 ---------- lr: 0.001 train loss: 1.0761 val loss: 0.2881 Epoch 98/100 ---------- lr: 0.001 train loss: 1.0590 val loss: 0.3852 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0390 val loss: 0.2929 Epoch 100/100 ---------- lr: 0.001 train loss: 1.0326 val loss: 0.2879 Training complete in 22m 57s Best val loss: 0.2875 at epoch 91 Val MSE at best epoch: 0.1027