Epoch 1/100 ---------- lr: 0.001 train loss: 12.7269 val loss: 4.1434 Epoch 2/100 ---------- lr: 0.001 train loss: 4.2936 val loss: 3.2986 Epoch 3/100 ---------- lr: 0.001 train loss: 3.6060 val loss: 3.1738 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2941 val loss: 2.5999 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8646 val loss: 2.1485 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6167 val loss: 1.7763 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4101 val loss: 1.5510 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2913 val loss: 2.5858 Epoch 9/100 ---------- lr: 0.001 train loss: 2.3131 val loss: 1.4245 Epoch 10/100 ---------- lr: 0.001 train loss: 2.1104 val loss: 1.3785 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9047 val loss: 1.4101 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8900 val loss: 1.5586 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9786 val loss: 1.2831 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7487 val loss: 1.2587 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5779 val loss: 0.9734 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4167 val loss: 0.9874 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3703 val loss: 1.0202 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5661 val loss: 0.8384 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3356 val loss: 0.7446 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3198 val loss: 0.7938 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2580 val loss: 0.8043 Epoch 22/100 ---------- lr: 0.001 train loss: 1.2527 val loss: 0.6564 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1367 val loss: 0.5779 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0791 val loss: 0.5369 Epoch 25/100 ---------- lr: 0.001 train loss: 1.0626 val loss: 0.5433 Epoch 26/100 ---------- lr: 0.001 train loss: 1.6033 val loss: 1.0198 Epoch 27/100 ---------- lr: 0.001 train loss: 1.2252 val loss: 0.5977 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0199 val loss: 0.4544 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9992 val loss: 0.5625 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1808 val loss: 0.5818 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1899 val loss: 0.8742 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9890 val loss: 0.4171 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9921 val loss: 0.4008 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8887 val loss: 0.3671 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8796 val loss: 0.3563 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8758 val loss: 0.3625 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9213 val loss: 0.7836 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9748 val loss: 0.3759 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9851 val loss: 0.5120 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9604 val loss: 0.5335 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9509 val loss: 0.3772 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8572 val loss: 0.4132 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8302 val loss: 0.3226 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7905 val loss: 0.3220 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8004 val loss: 0.2858 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8218 val loss: 0.4515 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8063 val loss: 0.2879 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7713 val loss: 0.2942 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8075 val loss: 0.3209 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7595 val loss: 0.2727 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8356 val loss: 1.0060 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1827 val loss: 0.3218 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7631 val loss: 0.2782 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7277 val loss: 0.2437 Epoch 55/100 ---------- lr: 0.001 train loss: 0.7217 val loss: 0.2361 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7210 val loss: 0.2695 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7252 val loss: 0.2406 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7158 val loss: 0.2439 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7997 val loss: 0.4975 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8154 val loss: 0.2897 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7658 val loss: 0.2588 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7100 val loss: 0.2313 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7056 val loss: 0.2471 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7454 val loss: 0.2674 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7021 val loss: 0.2323 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6851 val loss: 0.2376 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6951 val loss: 0.2697 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8538 val loss: 1.0025 Epoch 69/100 ---------- lr: 0.001 train loss: 0.9307 val loss: 0.2488 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6934 val loss: 0.2087 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6703 val loss: 0.2150 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6706 val loss: 0.2066 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6602 val loss: 0.2057 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6592 val loss: 0.2125 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6741 val loss: 0.2184 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6718 val loss: 0.2908 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7916 val loss: 0.9747 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9981 val loss: 0.3819 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7088 val loss: 0.2105 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6911 val loss: 0.2133 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6635 val loss: 0.1998 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6478 val loss: 0.1901 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6472 val loss: 0.2297 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6523 val loss: 0.2082 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6661 val loss: 0.2124 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6619 val loss: 0.1970 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6489 val loss: 0.2025 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6552 val loss: 0.2195 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6606 val loss: 0.2137 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6491 val loss: 0.1863 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6762 val loss: 0.3298 Epoch 92/100 ---------- lr: 0.001 train loss: 0.8390 val loss: 0.2483 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6874 val loss: 0.2253 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6368 val loss: 0.1799 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6299 val loss: 0.1796 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6274 val loss: 0.1755 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6554 val loss: 0.2025 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6369 val loss: 0.1611 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6226 val loss: 0.1734 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6405 val loss: 0.1693 Training complete in 32m 54s Best val loss: 0.1611 at epoch 98 Val MSE at best epoch: 0.0682