Epoch 1/100 ---------- lr: 0.001 train loss: 14.9976 val loss: 5.3511 Epoch 2/100 ---------- lr: 0.001 train loss: 4.5079 val loss: 3.3904 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6643 val loss: 3.4314 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2462 val loss: 2.5602 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0262 val loss: 2.3206 Epoch 6/100 ---------- lr: 0.001 train loss: 2.8345 val loss: 2.2250 Epoch 7/100 ---------- lr: 0.001 train loss: 2.5157 val loss: 1.9824 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2105 val loss: 1.6975 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0792 val loss: 1.4696 Epoch 10/100 ---------- lr: 0.001 train loss: 1.9718 val loss: 1.6991 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9775 val loss: 1.5125 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7906 val loss: 1.3740 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6307 val loss: 1.2268 Epoch 14/100 ---------- lr: 0.001 train loss: 1.4894 val loss: 1.0438 Epoch 15/100 ---------- lr: 0.001 train loss: 1.3811 val loss: 0.9485 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3826 val loss: 0.9427 Epoch 17/100 ---------- lr: 0.001 train loss: 1.2670 val loss: 0.8374 Epoch 18/100 ---------- lr: 0.001 train loss: 1.2034 val loss: 0.8218 Epoch 19/100 ---------- lr: 0.001 train loss: 1.2781 val loss: 1.0470 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6056 val loss: 0.8910 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2015 val loss: 0.6897 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0632 val loss: 0.6778 Epoch 23/100 ---------- lr: 0.001 train loss: 1.0184 val loss: 0.6266 Epoch 24/100 ---------- lr: 0.001 train loss: 0.9869 val loss: 0.6183 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9698 val loss: 0.7237 Epoch 26/100 ---------- lr: 0.001 train loss: 0.9809 val loss: 0.5676 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9361 val loss: 0.5456 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9174 val loss: 0.7579 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9382 val loss: 0.5084 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8873 val loss: 0.4943 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8528 val loss: 0.5107 Epoch 32/100 ---------- lr: 0.001 train loss: 0.8693 val loss: 0.5467 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8225 val loss: 0.5152 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8362 val loss: 0.5254 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9191 val loss: 0.5191 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8242 val loss: 0.4117 Epoch 37/100 ---------- lr: 0.001 train loss: 0.7495 val loss: 0.4341 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7571 val loss: 0.3723 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9275 val loss: 0.4420 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7474 val loss: 0.4678 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8823 val loss: 0.5335 Epoch 42/100 ---------- lr: 0.001 train loss: 0.7722 val loss: 0.3695 Epoch 43/100 ---------- lr: 0.001 train loss: 0.7040 val loss: 0.3702 Epoch 44/100 ---------- lr: 0.001 train loss: 0.6888 val loss: 0.3250 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.3833 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7078 val loss: 0.3440 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6813 val loss: 0.3252 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6948 val loss: 0.3470 Epoch 49/100 ---------- lr: 0.001 train loss: 0.9921 val loss: 0.6136 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8034 val loss: 0.3737 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6760 val loss: 0.3116 Epoch 52/100 ---------- lr: 0.001 train loss: 0.6446 val loss: 0.2847 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6323 val loss: 0.3098 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6461 val loss: 0.3444 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6797 val loss: 0.2915 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6642 val loss: 0.2968 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6175 val loss: 0.2783 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6189 val loss: 0.3158 Epoch 59/100 ---------- lr: 0.001 train loss: 0.6339 val loss: 0.2763 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6126 val loss: 0.3039 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6760 val loss: 0.3929 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7633 val loss: 0.3302 Epoch 63/100 ---------- lr: 0.001 train loss: 0.6279 val loss: 0.2755 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6142 val loss: 0.3009 Epoch 65/100 ---------- lr: 0.001 train loss: 0.6020 val loss: 0.2454 Epoch 66/100 ---------- lr: 0.001 train loss: 0.5810 val loss: 0.2508 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5942 val loss: 0.2543 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5827 val loss: 0.2434 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6052 val loss: 0.3455 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6531 val loss: 0.3365 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6069 val loss: 0.2564 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5685 val loss: 0.2438 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5675 val loss: 0.2588 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5913 val loss: 0.4031 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6097 val loss: 0.2666 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5820 val loss: 0.3647 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6090 val loss: 0.2837 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5683 val loss: 0.2535 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5586 val loss: 0.2474 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5512 val loss: 0.2268 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5547 val loss: 0.2793 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5976 val loss: 0.2854 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6139 val loss: 0.2513 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6294 val loss: 0.2550 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5644 val loss: 0.2216 Epoch 86/100 ---------- lr: 0.001 train loss: 0.5403 val loss: 0.2220 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5388 val loss: 0.2114 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5366 val loss: 0.2224 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5406 val loss: 0.2551 Epoch 90/100 ---------- lr: 0.001 train loss: 0.5522 val loss: 0.2244 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5430 val loss: 0.2049 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5453 val loss: 0.2219 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5822 val loss: 0.2765 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5503 val loss: 0.1992 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5212 val loss: 0.1915 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5205 val loss: 0.2206 Epoch 97/100 ---------- lr: 0.001 train loss: 0.5321 val loss: 0.2529 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5341 val loss: 0.2348 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5359 val loss: 0.2392 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5228 val loss: 0.1841 Training complete in 8m 46s Best val loss: 0.1841 at epoch 100 Val MSE at best epoch: 0.0756