Epoch 1/100 ---------- lr: 0.001 train loss: 29.1573 val loss: 5.5028 Epoch 2/100 ---------- lr: 0.001 train loss: 6.1762 val loss: 4.3130 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9490 val loss: 3.7432 Epoch 4/100 ---------- lr: 0.001 train loss: 4.1400 val loss: 3.5005 Epoch 5/100 ---------- lr: 0.001 train loss: 4.0132 val loss: 2.7473 Epoch 6/100 ---------- lr: 0.001 train loss: 3.4211 val loss: 2.2535 Epoch 7/100 ---------- lr: 0.001 train loss: 3.1660 val loss: 2.3755 Epoch 8/100 ---------- lr: 0.001 train loss: 2.9075 val loss: 2.6161 Epoch 9/100 ---------- lr: 0.001 train loss: 2.7318 val loss: 1.7914 Epoch 10/100 ---------- lr: 0.001 train loss: 2.4028 val loss: 1.6824 Epoch 11/100 ---------- lr: 0.001 train loss: 2.6649 val loss: 1.6000 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1916 val loss: 1.3385 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9498 val loss: 1.2243 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0736 val loss: 1.1542 Epoch 15/100 ---------- lr: 0.001 train loss: 1.8247 val loss: 1.0052 Epoch 16/100 ---------- lr: 0.001 train loss: 1.7732 val loss: 1.1568 Epoch 17/100 ---------- lr: 0.001 train loss: 1.7306 val loss: 1.1220 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5742 val loss: 0.8143 Epoch 19/100 ---------- lr: 0.001 train loss: 1.5386 val loss: 1.2710 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6318 val loss: 0.8786 Epoch 21/100 ---------- lr: 0.001 train loss: 1.3734 val loss: 0.8631 Epoch 22/100 ---------- lr: 0.001 train loss: 1.4541 val loss: 0.7922 Epoch 23/100 ---------- lr: 0.001 train loss: 2.0003 val loss: 1.1159 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4455 val loss: 0.7335 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2354 val loss: 0.6284 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1722 val loss: 0.6149 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1475 val loss: 0.5674 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1234 val loss: 0.5749 Epoch 29/100 ---------- lr: 0.001 train loss: 1.4999 val loss: 0.7771 Epoch 30/100 ---------- lr: 0.001 train loss: 1.8784 val loss: 0.7049 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1748 val loss: 0.6010 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0816 val loss: 0.5097 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0279 val loss: 0.8295 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0590 val loss: 0.5128 Epoch 35/100 ---------- lr: 0.001 train loss: 1.2940 val loss: 2.2072 Epoch 36/100 ---------- lr: 0.001 train loss: 1.6612 val loss: 0.6130 Epoch 37/100 ---------- lr: 0.001 train loss: 1.1166 val loss: 0.5075 Epoch 38/100 ---------- lr: 0.001 train loss: 1.0153 val loss: 0.4379 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9746 val loss: 0.4253 Epoch 40/100 ---------- lr: 0.001 train loss: 1.0178 val loss: 0.6608 Epoch 41/100 ---------- lr: 0.001 train loss: 1.1229 val loss: 0.4248 Epoch 42/100 ---------- lr: 0.001 train loss: 0.9655 val loss: 0.4118 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9277 val loss: 0.3935 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9060 val loss: 0.3758 Epoch 45/100 ---------- lr: 0.001 train loss: 0.9387 val loss: 0.5706 Epoch 46/100 ---------- lr: 0.001 train loss: 1.0574 val loss: 0.4370 Epoch 47/100 ---------- lr: 0.001 train loss: 0.9179 val loss: 0.3858 Epoch 48/100 ---------- lr: 0.001 train loss: 1.0101 val loss: 0.8415 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1130 val loss: 0.4156 Epoch 50/100 ---------- lr: 0.001 train loss: 0.8887 val loss: 0.3392 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8587 val loss: 0.3279 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9150 val loss: 0.5937 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8972 val loss: 0.3140 Epoch 54/100 ---------- lr: 0.001 train loss: 0.8276 val loss: 0.3042 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8442 val loss: 0.3389 Epoch 56/100 ---------- lr: 0.001 train loss: 0.9753 val loss: 0.3861 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0572 val loss: 0.8424 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0928 val loss: 0.4085 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8398 val loss: 0.3188 Epoch 60/100 ---------- lr: 0.001 train loss: 0.7973 val loss: 0.2868 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7831 val loss: 0.2734 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7934 val loss: 0.2822 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7827 val loss: 0.2765 Epoch 64/100 ---------- lr: 0.001 train loss: 0.7978 val loss: 0.3301 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8338 val loss: 0.3026 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8107 val loss: 0.2975 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7833 val loss: 0.2669 Epoch 68/100 ---------- lr: 0.001 train loss: 0.8702 val loss: 0.3226 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7846 val loss: 0.2418 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7620 val loss: 0.2636 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7634 val loss: 0.2927 Epoch 72/100 ---------- lr: 0.001 train loss: 1.1778 val loss: 0.3653 Epoch 73/100 ---------- lr: 0.001 train loss: 0.8759 val loss: 0.4354 Epoch 74/100 ---------- lr: 0.001 train loss: 0.8032 val loss: 0.2687 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7461 val loss: 0.2630 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7364 val loss: 0.2337 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7978 val loss: 0.2539 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7332 val loss: 0.2411 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7282 val loss: 0.2210 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7416 val loss: 0.2390 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7345 val loss: 0.2213 Epoch 82/100 ---------- lr: 0.001 train loss: 0.8991 val loss: 0.5224 Epoch 83/100 ---------- lr: 0.001 train loss: 0.8000 val loss: 0.2361 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7247 val loss: 0.2569 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7178 val loss: 0.2215 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7109 val loss: 0.2181 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7133 val loss: 0.2475 Epoch 88/100 ---------- lr: 0.001 train loss: 0.7505 val loss: 0.2407 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7309 val loss: 0.2093 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7052 val loss: 0.2273 Epoch 91/100 ---------- lr: 0.001 train loss: 0.7088 val loss: 0.2361 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7223 val loss: 0.2449 Epoch 93/100 ---------- lr: 0.001 train loss: 0.7183 val loss: 0.2829 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7284 val loss: 0.2622 Epoch 95/100 ---------- lr: 0.001 train loss: 1.0397 val loss: 0.4483 Epoch 96/100 ---------- lr: 0.001 train loss: 0.8589 val loss: 0.2543 Epoch 97/100 ---------- lr: 0.001 train loss: 0.8458 val loss: 0.2344 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7001 val loss: 0.2060 Epoch 99/100 ---------- lr: 0.001 train loss: 0.6878 val loss: 0.1948 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6855 val loss: 0.1936 Training complete in 32m 52s Best val loss: 0.1936 at epoch 100 Val MSE at best epoch: 0.0694