Epoch 1/100 ---------- lr: 0.001 train loss: 12.3166 val loss: 4.4058 Epoch 2/100 ---------- lr: 0.001 train loss: 4.3915 val loss: 3.1684 Epoch 3/100 ---------- lr: 0.001 train loss: 3.5443 val loss: 2.6549 Epoch 4/100 ---------- lr: 0.001 train loss: 3.2250 val loss: 2.6276 Epoch 5/100 ---------- lr: 0.001 train loss: 2.9559 val loss: 2.1460 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5623 val loss: 1.7746 Epoch 7/100 ---------- lr: 0.001 train loss: 2.3944 val loss: 1.8226 Epoch 8/100 ---------- lr: 0.001 train loss: 2.2507 val loss: 1.5648 Epoch 9/100 ---------- lr: 0.001 train loss: 2.2333 val loss: 1.4438 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0802 val loss: 1.2535 Epoch 11/100 ---------- lr: 0.001 train loss: 1.9325 val loss: 1.1674 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7164 val loss: 1.0988 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6390 val loss: 0.9249 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7169 val loss: 1.1142 Epoch 15/100 ---------- lr: 0.001 train loss: 1.5362 val loss: 0.8602 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3790 val loss: 0.8694 Epoch 17/100 ---------- lr: 0.001 train loss: 1.4246 val loss: 0.9611 Epoch 18/100 ---------- lr: 0.001 train loss: 1.4434 val loss: 1.1890 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3414 val loss: 0.6706 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3243 val loss: 0.9067 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2478 val loss: 0.6793 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1445 val loss: 0.6646 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1004 val loss: 0.6130 Epoch 24/100 ---------- lr: 0.001 train loss: 1.5940 val loss: 0.7261 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1421 val loss: 0.5185 Epoch 26/100 ---------- lr: 0.001 train loss: 1.0288 val loss: 0.5192 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0294 val loss: 0.6687 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0158 val loss: 0.4694 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9857 val loss: 0.4397 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0129 val loss: 0.6827 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1101 val loss: 0.5893 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9637 val loss: 0.4747 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0494 val loss: 0.8539 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0026 val loss: 0.4765 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9103 val loss: 0.3872 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9137 val loss: 0.4052 Epoch 37/100 ---------- lr: 0.001 train loss: 0.8748 val loss: 0.3784 Epoch 38/100 ---------- lr: 0.001 train loss: 0.8750 val loss: 0.3667 Epoch 39/100 ---------- lr: 0.001 train loss: 0.8741 val loss: 0.7049 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0861 val loss: 0.7377 Epoch 41/100 ---------- lr: 0.001 train loss: 1.0174 val loss: 0.5333 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8822 val loss: 0.3498 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8176 val loss: 0.3400 Epoch 44/100 ---------- lr: 0.001 train loss: 0.8058 val loss: 0.4496 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9314 val loss: 0.8206 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9413 val loss: 0.3350 Epoch 47/100 ---------- lr: 0.001 train loss: 0.7957 val loss: 0.3015 Epoch 48/100 ---------- lr: 0.001 train loss: 0.7718 val loss: 0.2972 Epoch 49/100 ---------- lr: 0.001 train loss: 0.8594 val loss: 0.4256 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8118 val loss: 0.3137 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7629 val loss: 0.2940 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7609 val loss: 0.2893 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7455 val loss: 0.2730 Epoch 54/100 ---------- lr: 0.001 train loss: 0.7601 val loss: 0.3316 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8033 val loss: 0.3334 Epoch 56/100 ---------- lr: 0.001 train loss: 0.8724 val loss: 0.2941 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7403 val loss: 0.2752 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7198 val loss: 0.2413 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7220 val loss: 0.2549 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7597 val loss: 0.3430 Epoch 61/100 ---------- lr: 0.001 train loss: 0.8206 val loss: 0.2796 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7122 val loss: 0.2512 Epoch 63/100 ---------- lr: 0.001 train loss: 0.8834 val loss: 0.2985 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8383 val loss: 0.2709 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7609 val loss: 0.2676 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7166 val loss: 0.2345 Epoch 67/100 ---------- lr: 0.001 train loss: 0.6964 val loss: 0.2455 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6895 val loss: 0.2289 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6890 val loss: 0.2144 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6918 val loss: 0.2315 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6839 val loss: 0.2270 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6926 val loss: 0.2282 Epoch 73/100 ---------- lr: 0.001 train loss: 0.6989 val loss: 0.2543 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6898 val loss: 0.2193 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7676 val loss: 0.5791 Epoch 76/100 ---------- lr: 0.001 train loss: 0.8405 val loss: 0.2421 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6836 val loss: 0.2038 Epoch 78/100 ---------- lr: 0.001 train loss: 0.6762 val loss: 0.2073 Epoch 79/100 ---------- lr: 0.001 train loss: 0.6614 val loss: 0.2055 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6671 val loss: 0.2426 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6993 val loss: 0.2946 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6738 val loss: 0.2124 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6604 val loss: 0.1961 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6550 val loss: 0.1894 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7203 val loss: 0.2314 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6674 val loss: 0.2229 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6750 val loss: 0.1928 Epoch 88/100 ---------- lr: 0.001 train loss: 0.6502 val loss: 0.1960 Epoch 89/100 ---------- lr: 0.001 train loss: 0.6475 val loss: 0.2016 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7629 val loss: 0.5398 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7489 val loss: 0.1956 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6492 val loss: 0.1770 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6400 val loss: 0.1793 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6384 val loss: 0.1854 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6366 val loss: 0.1816 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6530 val loss: 0.2009 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6427 val loss: 0.1778 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6371 val loss: 0.1840 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6419 val loss: 0.1863 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6402 val loss: 0.1798 Training complete in 18m 50s Best val loss: 0.1770 at epoch 92 Val MSE at best epoch: 0.0749