Epoch 1/100 ---------- lr: 0.001 train loss: 48.0038 val loss: 10.1132 Epoch 2/100 ---------- lr: 0.001 train loss: 9.2181 val loss: 5.2399 Epoch 3/100 ---------- lr: 0.001 train loss: 7.1486 val loss: 4.6178 Epoch 4/100 ---------- lr: 0.001 train loss: 6.1936 val loss: 3.9066 Epoch 5/100 ---------- lr: 0.001 train loss: 5.6010 val loss: 3.4867 Epoch 6/100 ---------- lr: 0.001 train loss: 5.1657 val loss: 3.0820 Epoch 7/100 ---------- lr: 0.001 train loss: 4.8601 val loss: 2.9145 Epoch 8/100 ---------- lr: 0.001 train loss: 4.5770 val loss: 2.6761 Epoch 9/100 ---------- lr: 0.001 train loss: 4.3957 val loss: 2.5231 Epoch 10/100 ---------- lr: 0.001 train loss: 4.2257 val loss: 2.3988 Epoch 11/100 ---------- lr: 0.001 train loss: 4.1169 val loss: 2.3322 Epoch 12/100 ---------- lr: 0.001 train loss: 3.9228 val loss: 2.2838 Epoch 13/100 ---------- lr: 0.001 train loss: 3.8492 val loss: 2.0403 Epoch 14/100 ---------- lr: 0.001 train loss: 3.6960 val loss: 1.9549 Epoch 15/100 ---------- lr: 0.001 train loss: 3.5792 val loss: 1.8642 Epoch 16/100 ---------- lr: 0.001 train loss: 3.5678 val loss: 1.9402 Epoch 17/100 ---------- lr: 0.001 train loss: 3.5187 val loss: 1.6933 Epoch 18/100 ---------- lr: 0.001 train loss: 3.3656 val loss: 1.6625 Epoch 19/100 ---------- lr: 0.001 train loss: 3.3119 val loss: 1.6253 Epoch 20/100 ---------- lr: 0.001 train loss: 3.2510 val loss: 1.5812 Epoch 21/100 ---------- lr: 0.001 train loss: 3.2645 val loss: 1.5124 Epoch 22/100 ---------- lr: 0.001 train loss: 3.1404 val loss: 1.5255 Epoch 23/100 ---------- lr: 0.001 train loss: 3.1773 val loss: 1.4754 Epoch 24/100 ---------- lr: 0.001 train loss: 3.0671 val loss: 1.4067 Epoch 25/100 ---------- lr: 0.001 train loss: 2.9857 val loss: 1.3307 Epoch 26/100 ---------- lr: 0.001 train loss: 2.9583 val loss: 1.2854 Epoch 27/100 ---------- lr: 0.001 train loss: 2.9480 val loss: 1.3032 Epoch 28/100 ---------- lr: 0.001 train loss: 2.9402 val loss: 1.3360 Epoch 29/100 ---------- lr: 0.001 train loss: 3.0022 val loss: 1.2544 Epoch 30/100 ---------- lr: 0.001 train loss: 2.8785 val loss: 1.1699 Epoch 31/100 ---------- lr: 0.001 train loss: 2.8111 val loss: 1.2259 Epoch 32/100 ---------- lr: 0.001 train loss: 2.8777 val loss: 1.2165 Epoch 33/100 ---------- lr: 0.001 train loss: 2.7576 val loss: 1.0853 Epoch 34/100 ---------- lr: 0.001 train loss: 2.7092 val loss: 1.1256 Epoch 35/100 ---------- lr: 0.001 train loss: 2.6910 val loss: 1.2202 Epoch 36/100 ---------- lr: 0.001 train loss: 2.6554 val loss: 1.0491 Epoch 37/100 ---------- lr: 0.001 train loss: 2.7051 val loss: 1.1346 Epoch 38/100 ---------- lr: 0.001 train loss: 2.7247 val loss: 1.1913 Epoch 39/100 ---------- lr: 0.001 train loss: 2.6455 val loss: 1.0742 Epoch 40/100 ---------- lr: 0.001 train loss: 2.5914 val loss: 1.0106 Epoch 41/100 ---------- lr: 0.001 train loss: 2.6204 val loss: 0.9495 Epoch 42/100 ---------- lr: 0.001 train loss: 2.5467 val loss: 1.0241 Epoch 43/100 ---------- lr: 0.001 train loss: 2.5877 val loss: 1.0514 Epoch 44/100 ---------- lr: 0.001 train loss: 2.5554 val loss: 1.0438 Epoch 45/100 ---------- lr: 0.001 train loss: 2.5803 val loss: 1.2440 Epoch 46/100 ---------- lr: 0.001 train loss: 2.5842 val loss: 1.0037 Epoch 47/100 ---------- lr: 0.001 train loss: 2.5029 val loss: 0.8910 Epoch 48/100 ---------- lr: 0.001 train loss: 2.4424 val loss: 0.8868 Epoch 49/100 ---------- lr: 0.001 train loss: 2.4258 val loss: 0.9263 Epoch 50/100 ---------- lr: 0.001 train loss: 2.4553 val loss: 1.0473 Epoch 51/100 ---------- lr: 0.001 train loss: 2.5130 val loss: 0.8576 Epoch 52/100 ---------- lr: 0.001 train loss: 2.5015 val loss: 0.8337 Epoch 53/100 ---------- lr: 0.001 train loss: 2.3851 val loss: 0.8637 Epoch 54/100 ---------- lr: 0.001 train loss: 2.3835 val loss: 0.8188 Epoch 55/100 ---------- lr: 0.001 train loss: 2.3708 val loss: 0.8248 Epoch 56/100 ---------- lr: 0.001 train loss: 2.3770 val loss: 0.8604 Epoch 57/100 ---------- lr: 0.001 train loss: 2.3897 val loss: 0.8375 Epoch 58/100 ---------- lr: 0.001 train loss: 2.3571 val loss: 0.7957 Epoch 59/100 ---------- lr: 0.001 train loss: 2.4765 val loss: 0.8503 Epoch 60/100 ---------- lr: 0.001 train loss: 2.3592 val loss: 0.7692 Epoch 61/100 ---------- lr: 0.001 train loss: 2.3096 val loss: 0.7679 Epoch 62/100 ---------- lr: 0.001 train loss: 2.3194 val loss: 0.8003 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2711 val loss: 0.7762 Epoch 64/100 ---------- lr: 0.001 train loss: 2.2854 val loss: 0.7329 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2753 val loss: 0.8644 Epoch 66/100 ---------- lr: 0.001 train loss: 2.3946 val loss: 0.8456 Epoch 67/100 ---------- lr: 0.001 train loss: 2.3069 val loss: 0.9362 Epoch 68/100 ---------- lr: 0.001 train loss: 2.2700 val loss: 0.7457 Epoch 69/100 ---------- lr: 0.001 train loss: 2.2505 val loss: 0.7767 Epoch 70/100 ---------- lr: 0.001 train loss: 2.3082 val loss: 0.7516 Epoch 71/100 ---------- lr: 0.001 train loss: 2.2278 val loss: 0.7025 Epoch 72/100 ---------- lr: 0.001 train loss: 2.2297 val loss: 0.7062 Epoch 73/100 ---------- lr: 0.001 train loss: 2.2137 val loss: 0.6803 Epoch 74/100 ---------- lr: 0.001 train loss: 2.2114 val loss: 0.7457 Epoch 75/100 ---------- lr: 0.001 train loss: 2.3088 val loss: 0.6973 Epoch 76/100 ---------- lr: 0.001 train loss: 2.2106 val loss: 0.6911 Epoch 77/100 ---------- lr: 0.001 train loss: 2.2082 val loss: 0.6756 Epoch 78/100 ---------- lr: 0.001 train loss: 2.1880 val loss: 0.6720 Epoch 79/100 ---------- lr: 0.001 train loss: 2.2222 val loss: 0.7188 Epoch 80/100 ---------- lr: 0.001 train loss: 2.5188 val loss: 0.8844 Epoch 81/100 ---------- lr: 0.001 train loss: 2.2651 val loss: 0.7187 Epoch 82/100 ---------- lr: 0.001 train loss: 2.2067 val loss: 0.6905 Epoch 83/100 ---------- lr: 0.001 train loss: 2.1846 val loss: 0.6667 Epoch 84/100 ---------- lr: 0.001 train loss: 2.1854 val loss: 0.7341 Epoch 85/100 ---------- lr: 0.001 train loss: 2.1707 val loss: 0.6641 Epoch 86/100 ---------- lr: 0.001 train loss: 2.1631 val loss: 0.6662 Epoch 87/100 ---------- lr: 0.001 train loss: 2.2007 val loss: 1.7952 Epoch 88/100 ---------- lr: 0.001 train loss: 2.5316 val loss: 0.7669 Epoch 89/100 ---------- lr: 0.001 train loss: 2.2069 val loss: 0.7067 Epoch 90/100 ---------- lr: 0.001 train loss: 2.1716 val loss: 0.6854 Epoch 91/100 ---------- lr: 0.001 train loss: 2.1970 val loss: 0.6687 Epoch 92/100 ---------- lr: 0.001 train loss: 2.2126 val loss: 0.7056 Epoch 93/100 ---------- lr: 0.001 train loss: 2.1527 val loss: 0.6696 Epoch 94/100 ---------- lr: 0.001 train loss: 2.1313 val loss: 0.6298 Epoch 95/100 ---------- lr: 0.001 train loss: 2.1335 val loss: 0.6182 Epoch 96/100 ---------- lr: 0.001 train loss: 2.1181 val loss: 0.6353 Epoch 97/100 ---------- lr: 0.001 train loss: 2.1280 val loss: 0.6430 Epoch 98/100 ---------- lr: 0.001 train loss: 2.1148 val loss: 0.7254 Epoch 99/100 ---------- lr: 0.001 train loss: 2.1449 val loss: 0.6320 Epoch 100/100 ---------- lr: 0.001 train loss: 2.1202 val loss: 0.8232 Training complete in 8m 48s Best val loss: 0.6182 at epoch 95 Val MSE at best epoch: 0.2134