Epoch 1/100 ---------- lr: 0.001 train loss: 21.7770 val loss: 4.5447 Epoch 2/100 ---------- lr: 0.001 train loss: 4.8765 val loss: 3.4581 Epoch 3/100 ---------- lr: 0.001 train loss: 3.9218 val loss: 3.1223 Epoch 4/100 ---------- lr: 0.001 train loss: 3.5828 val loss: 2.4455 Epoch 5/100 ---------- lr: 0.001 train loss: 3.0197 val loss: 2.1923 Epoch 6/100 ---------- lr: 0.001 train loss: 2.6500 val loss: 2.2242 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4850 val loss: 1.6244 Epoch 8/100 ---------- lr: 0.001 train loss: 2.3958 val loss: 1.6121 Epoch 9/100 ---------- lr: 0.001 train loss: 2.1929 val loss: 1.4127 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0547 val loss: 1.2291 Epoch 11/100 ---------- lr: 0.001 train loss: 2.2152 val loss: 1.6931 Epoch 12/100 ---------- lr: 0.001 train loss: 1.8864 val loss: 1.0541 Epoch 13/100 ---------- lr: 0.001 train loss: 1.6385 val loss: 0.9503 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6776 val loss: 1.2039 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6002 val loss: 1.1694 Epoch 16/100 ---------- lr: 0.001 train loss: 1.5316 val loss: 0.8415 Epoch 17/100 ---------- lr: 0.001 train loss: 1.3742 val loss: 0.7242 Epoch 18/100 ---------- lr: 0.001 train loss: 1.2770 val loss: 0.7030 Epoch 19/100 ---------- lr: 0.001 train loss: 1.7058 val loss: 1.1884 Epoch 20/100 ---------- lr: 0.001 train loss: 1.4323 val loss: 0.7029 Epoch 21/100 ---------- lr: 0.001 train loss: 1.2600 val loss: 0.6215 Epoch 22/100 ---------- lr: 0.001 train loss: 1.1779 val loss: 0.5857 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1462 val loss: 0.7848 Epoch 24/100 ---------- lr: 0.001 train loss: 1.2375 val loss: 0.5645 Epoch 25/100 ---------- lr: 0.001 train loss: 1.1849 val loss: 0.5887 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1444 val loss: 0.5365 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1638 val loss: 0.6352 Epoch 28/100 ---------- lr: 0.001 train loss: 1.0471 val loss: 0.5187 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9560 val loss: 0.4225 Epoch 30/100 ---------- lr: 0.001 train loss: 0.9501 val loss: 0.5848 Epoch 31/100 ---------- lr: 0.001 train loss: 1.0395 val loss: 0.4169 Epoch 32/100 ---------- lr: 0.001 train loss: 0.9647 val loss: 0.4708 Epoch 33/100 ---------- lr: 0.001 train loss: 0.9822 val loss: 0.7981 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0417 val loss: 0.4430 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9458 val loss: 0.4559 Epoch 36/100 ---------- lr: 0.001 train loss: 0.9520 val loss: 0.3504 Epoch 37/100 ---------- lr: 0.001 train loss: 1.0073 val loss: 0.7252 Epoch 38/100 ---------- lr: 0.001 train loss: 1.0273 val loss: 0.4241 Epoch 39/100 ---------- lr: 0.001 train loss: 1.0138 val loss: 0.3972 Epoch 40/100 ---------- lr: 0.001 train loss: 0.8467 val loss: 0.3249 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8199 val loss: 0.3825 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8681 val loss: 0.3304 Epoch 43/100 ---------- lr: 0.001 train loss: 0.8154 val loss: 0.2999 Epoch 44/100 ---------- lr: 0.001 train loss: 0.7911 val loss: 0.2816 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7828 val loss: 0.2732 Epoch 46/100 ---------- lr: 0.001 train loss: 0.9724 val loss: 0.7892 Epoch 47/100 ---------- lr: 0.001 train loss: 1.0505 val loss: 0.3824 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8220 val loss: 0.2767 Epoch 49/100 ---------- lr: 0.001 train loss: 0.7615 val loss: 0.2493 Epoch 50/100 ---------- lr: 0.001 train loss: 0.7501 val loss: 0.2608 Epoch 51/100 ---------- lr: 0.001 train loss: 0.7437 val loss: 0.2642 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7435 val loss: 0.2468 Epoch 53/100 ---------- lr: 0.001 train loss: 0.7598 val loss: 0.2785 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8251 val loss: 0.4163 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8777 val loss: 0.3178 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7342 val loss: 0.2617 Epoch 57/100 ---------- lr: 0.001 train loss: 0.7155 val loss: 0.2212 Epoch 58/100 ---------- lr: 0.001 train loss: 0.7250 val loss: 0.2287 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7728 val loss: 0.3057 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7561 val loss: 0.2381 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7775 val loss: 0.2334 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7547 val loss: 0.2543 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7135 val loss: 0.2138 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6897 val loss: 0.2014 Epoch 65/100 ---------- lr: 0.001 train loss: 0.7209 val loss: 0.2288 Epoch 66/100 ---------- lr: 0.001 train loss: 0.7243 val loss: 0.3132 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8548 val loss: 0.3076 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7357 val loss: 0.2092 Epoch 69/100 ---------- lr: 0.001 train loss: 0.6747 val loss: 0.1909 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6661 val loss: 0.2010 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6704 val loss: 0.1850 Epoch 72/100 ---------- lr: 0.001 train loss: 0.6975 val loss: 0.2841 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7351 val loss: 0.2339 Epoch 74/100 ---------- lr: 0.001 train loss: 0.6820 val loss: 0.2210 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6787 val loss: 0.1978 Epoch 76/100 ---------- lr: 0.001 train loss: 0.6705 val loss: 0.2118 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7310 val loss: 0.3169 Epoch 78/100 ---------- lr: 0.001 train loss: 0.8785 val loss: 0.3091 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7092 val loss: 0.1875 Epoch 80/100 ---------- lr: 0.001 train loss: 0.6544 val loss: 0.1829 Epoch 81/100 ---------- lr: 0.001 train loss: 0.6460 val loss: 0.1675 Epoch 82/100 ---------- lr: 0.001 train loss: 0.6453 val loss: 0.1782 Epoch 83/100 ---------- lr: 0.001 train loss: 0.6447 val loss: 0.1746 Epoch 84/100 ---------- lr: 0.001 train loss: 0.6570 val loss: 0.1771 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6477 val loss: 0.1822 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6500 val loss: 0.1714 Epoch 87/100 ---------- lr: 0.001 train loss: 0.6501 val loss: 0.1755 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7022 val loss: 1.1260 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9641 val loss: 0.2634 Epoch 90/100 ---------- lr: 0.001 train loss: 0.6716 val loss: 0.1801 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6437 val loss: 0.1681 Epoch 92/100 ---------- lr: 0.001 train loss: 0.6324 val loss: 0.1621 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6288 val loss: 0.1577 Epoch 94/100 ---------- lr: 0.001 train loss: 0.6303 val loss: 0.1617 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6348 val loss: 0.1677 Epoch 96/100 ---------- lr: 0.001 train loss: 0.6322 val loss: 0.1481 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6480 val loss: 0.2122 Epoch 98/100 ---------- lr: 0.001 train loss: 0.6568 val loss: 0.1727 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6787 val loss: 0.1930 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6323 val loss: 0.1817 Training complete in 20m 43s Best val loss: 0.1481 at epoch 96 Val MSE at best epoch: 0.0606