Epoch 1/100 ---------- lr: 0.001 train loss: 26.8199 val loss: 5.9606 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8677 val loss: 4.6099 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9447 val loss: 4.0266 Epoch 4/100 ---------- lr: 0.001 train loss: 4.0746 val loss: 3.2173 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5617 val loss: 2.4978 Epoch 6/100 ---------- lr: 0.001 train loss: 3.1749 val loss: 2.8756 Epoch 7/100 ---------- lr: 0.001 train loss: 3.1531 val loss: 1.9821 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7152 val loss: 1.6915 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4176 val loss: 1.5762 Epoch 10/100 ---------- lr: 0.001 train loss: 2.2445 val loss: 1.8787 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7014 val loss: 2.2109 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2842 val loss: 1.3848 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9268 val loss: 1.1499 Epoch 14/100 ---------- lr: 0.001 train loss: 1.9221 val loss: 1.1395 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7845 val loss: 1.0563 Epoch 16/100 ---------- lr: 0.001 train loss: 1.6624 val loss: 1.0337 Epoch 17/100 ---------- lr: 0.001 train loss: 1.9314 val loss: 0.9743 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5770 val loss: 0.9347 Epoch 19/100 ---------- lr: 0.001 train loss: 1.4875 val loss: 0.8413 Epoch 20/100 ---------- lr: 0.001 train loss: 1.4380 val loss: 1.0376 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7780 val loss: 0.8784 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3768 val loss: 1.1576 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3810 val loss: 0.6868 Epoch 24/100 ---------- lr: 0.001 train loss: 1.3073 val loss: 0.6648 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2064 val loss: 0.6805 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1947 val loss: 0.6452 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1496 val loss: 0.9259 Epoch 28/100 ---------- lr: 0.001 train loss: 1.8544 val loss: 0.7794 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1869 val loss: 0.6035 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0991 val loss: 0.4988 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0276 val loss: 0.4885 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0027 val loss: 0.4744 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0005 val loss: 0.4991 Epoch 34/100 ---------- lr: 0.001 train loss: 1.2319 val loss: 0.8320 Epoch 35/100 ---------- lr: 0.001 train loss: 1.0868 val loss: 0.5107 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9503 val loss: 0.4078 Epoch 37/100 ---------- lr: 0.001 train loss: 1.1570 val loss: 0.7743 Epoch 38/100 ---------- lr: 0.001 train loss: 1.0051 val loss: 0.4151 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9627 val loss: 0.4099 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9265 val loss: 0.3756 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8890 val loss: 0.3478 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9091 val loss: 0.3655 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8996 val loss: 0.3568 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8860 val loss: 0.6239 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1559 val loss: 0.5066 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9120 val loss: 0.3574 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8352 val loss: 0.3706 Epoch 48/100 ---------- lr: 0.001 train loss: 1.0302 val loss: 2.0396 Epoch 49/100 ---------- lr: 0.001 train loss: 1.4711 val loss: 0.4506 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9058 val loss: 0.3403 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8362 val loss: 0.3133 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8179 val loss: 0.3018 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8045 val loss: 0.2956 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8020 val loss: 0.3035 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8101 val loss: 0.3559 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8090 val loss: 0.2942 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8047 val loss: 0.2941 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7859 val loss: 0.2795 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8514 val loss: 0.3438 Epoch 60/100 ---------- lr: 0.001 train loss: 0.9021 val loss: 0.3504 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8019 val loss: 0.3181 Epoch 62/100 ---------- lr: 0.001 train loss: 0.8647 val loss: 0.4048 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7842 val loss: 0.2599 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7607 val loss: 0.2637 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7609 val loss: 0.2913 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8223 val loss: 0.3014 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7580 val loss: 0.2470 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7401 val loss: 0.2349 Epoch 69/100 ---------- lr: 0.001 train loss: 0.9306 val loss: 0.5224 Epoch 70/100 ---------- lr: 0.001 train loss: 0.8636 val loss: 0.2592 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7310 val loss: 0.2383 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7193 val loss: 0.2462 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7170 val loss: 0.2387 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7192 val loss: 0.2383 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7238 val loss: 0.2619 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7656 val loss: 0.3772 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7652 val loss: 0.2349 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7267 val loss: 0.2224 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7644 val loss: 0.3317 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7530 val loss: 0.2428 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7045 val loss: 0.2189 Epoch 82/100 ---------- lr: 0.001 train loss: 0.8030 val loss: 0.4033 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9944 val loss: 0.2779 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7266 val loss: 0.2121 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6918 val loss: 0.2072 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6859 val loss: 0.1972 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6837 val loss: 0.1880 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6836 val loss: 0.1916 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6918 val loss: 0.2005 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6845 val loss: 0.2106 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.2621 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7223 val loss: 0.2087 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7504 val loss: 0.3107 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7227 val loss: 0.2378 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6942 val loss: 0.2003 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6701 val loss: 0.1990 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6767 val loss: 0.2053 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6836 val loss: 0.1950 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7717 val loss: 0.2471 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6924 val loss: 0.1823 Training complete in 20m 24s Best val loss: 0.1823 at epoch 100 Val MSE at best epoch: 0.0641