Epoch 1/100 ---------- lr: 0.005 train loss: 18.4208 val loss: 4.8522 Epoch 2/100 ---------- lr: 0.005 train loss: 5.8408 val loss: 3.3760 Epoch 3/100 ---------- lr: 0.005 train loss: 5.1595 val loss: 4.5194 Epoch 4/100 ---------- lr: 0.005 train loss: 4.6783 val loss: 2.7763 Epoch 5/100 ---------- lr: 0.005 train loss: 4.1601 val loss: 2.3529 Epoch 6/100 ---------- lr: 0.005 train loss: 4.1596 val loss: 2.4169 Epoch 7/100 ---------- lr: 0.005 train loss: 3.7092 val loss: 1.9856 Epoch 8/100 ---------- lr: 0.005 train loss: 4.6215 val loss: 4.2711 Epoch 9/100 ---------- lr: 0.005 train loss: 4.5267 val loss: 2.2872 Epoch 10/100 ---------- lr: 0.005 train loss: 3.7443 val loss: 2.0206 Epoch 11/100 ---------- lr: 0.005 train loss: 3.4861 val loss: 1.7530 Epoch 12/100 ---------- lr: 0.005 train loss: 3.3273 val loss: 1.7313 Epoch 13/100 ---------- lr: 0.005 train loss: 3.2764 val loss: 1.6841 Epoch 14/100 ---------- lr: 0.005 train loss: 3.1357 val loss: 1.3981 Epoch 15/100 ---------- lr: 0.005 train loss: 3.3127 val loss: 1.4828 Epoch 16/100 ---------- lr: 0.005 train loss: 2.9938 val loss: 1.5857 Epoch 17/100 ---------- lr: 0.005 train loss: 2.9273 val loss: 1.3587 Epoch 18/100 ---------- lr: 0.005 train loss: 3.0353 val loss: 1.7178 Epoch 19/100 ---------- lr: 0.005 train loss: 3.0518 val loss: 1.2741 Epoch 20/100 ---------- lr: 0.005 train loss: 2.7536 val loss: 1.0958 Epoch 21/100 ---------- lr: 0.005 train loss: 2.7829 val loss: 1.4013 Epoch 22/100 ---------- lr: 0.005 train loss: 2.7770 val loss: 1.2454 Epoch 23/100 ---------- lr: 0.005 train loss: 2.6390 val loss: 1.4346 Epoch 24/100 ---------- lr: 0.005 train loss: 2.7425 val loss: 1.2597 Epoch 25/100 ---------- lr: 0.005 train loss: 2.5260 val loss: 0.9676 Epoch 26/100 ---------- lr: 0.005 train loss: 2.6230 val loss: 1.1544 Epoch 27/100 ---------- lr: 0.005 train loss: 2.4795 val loss: 0.9826 Epoch 28/100 ---------- lr: 0.005 train loss: 2.4468 val loss: 1.1123 Epoch 29/100 ---------- lr: 0.005 train loss: 2.6021 val loss: 1.0799 Epoch 30/100 ---------- lr: 0.005 train loss: 2.3862 val loss: 1.0553 Epoch 31/100 ---------- lr: 0.005 train loss: 2.2815 val loss: 0.8225 Epoch 32/100 ---------- lr: 0.005 train loss: 2.3259 val loss: 1.0517 Epoch 33/100 ---------- lr: 0.005 train loss: 2.6700 val loss: 0.9618 Epoch 34/100 ---------- lr: 0.005 train loss: 2.2850 val loss: 1.0018 Epoch 35/100 ---------- lr: 0.005 train loss: 2.1674 val loss: 0.7572 Epoch 36/100 ---------- lr: 0.005 train loss: 2.1425 val loss: 0.7446 Epoch 37/100 ---------- lr: 0.005 train loss: 2.5314 val loss: 0.8640 Epoch 38/100 ---------- lr: 0.005 train loss: 2.2683 val loss: 0.7733 Epoch 39/100 ---------- lr: 0.005 train loss: 2.1179 val loss: 0.7132 Epoch 40/100 ---------- lr: 0.005 train loss: 2.0912 val loss: 0.7201 Epoch 41/100 ---------- lr: 0.005 train loss: 2.1144 val loss: 1.8400 Epoch 42/100 ---------- lr: 0.005 train loss: 2.5669 val loss: 1.9291 Epoch 43/100 ---------- lr: 0.005 train loss: 2.4308 val loss: 0.8179 Epoch 44/100 ---------- lr: 0.005 train loss: 2.1185 val loss: 0.6906 Epoch 45/100 ---------- lr: 0.005 train loss: 2.1067 val loss: 0.8033 Epoch 46/100 ---------- lr: 0.005 train loss: 2.0294 val loss: 0.6052 Epoch 47/100 ---------- lr: 0.005 train loss: 2.0068 val loss: 0.6304 Epoch 48/100 ---------- lr: 0.005 train loss: 2.0794 val loss: 0.7638 Epoch 49/100 ---------- lr: 0.005 train loss: 2.1063 val loss: 0.6380 Epoch 50/100 ---------- lr: 0.005 train loss: 2.0632 val loss: 0.7875 Epoch 51/100 ---------- lr: 0.005 train loss: 2.0259 val loss: 0.5866 Epoch 52/100 ---------- lr: 0.005 train loss: 1.9797 val loss: 0.6025 Epoch 53/100 ---------- lr: 0.005 train loss: 1.9890 val loss: 0.9922 Epoch 54/100 ---------- lr: 0.005 train loss: 2.3877 val loss: 1.1990 Epoch 55/100 ---------- lr: 0.005 train loss: 2.1200 val loss: 0.6491 Epoch 56/100 ---------- lr: 0.005 train loss: 1.9770 val loss: 0.6403 Epoch 57/100 ---------- lr: 0.005 train loss: 1.9549 val loss: 0.5261 Epoch 58/100 ---------- lr: 0.005 train loss: 1.9847 val loss: 0.5945 Epoch 59/100 ---------- lr: 0.005 train loss: 1.9864 val loss: 0.6843 Epoch 60/100 ---------- lr: 0.005 train loss: 2.1694 val loss: 0.5705 Epoch 61/100 ---------- lr: 0.005 train loss: 1.9280 val loss: 0.5219 Epoch 62/100 ---------- lr: 0.005 train loss: 1.9340 val loss: 0.5282 Epoch 63/100 ---------- lr: 0.005 train loss: 1.9338 val loss: 0.5763 Epoch 64/100 ---------- lr: 0.005 train loss: 1.9830 val loss: 0.5933 Epoch 65/100 ---------- lr: 0.005 train loss: 1.9304 val loss: 0.5143 Epoch 66/100 ---------- lr: 0.005 train loss: 1.9003 val loss: 0.5723 Epoch 67/100 ---------- lr: 0.005 train loss: 2.0109 val loss: 0.5698 Epoch 68/100 ---------- lr: 0.005 train loss: 2.0551 val loss: 0.6632 Epoch 69/100 ---------- lr: 0.005 train loss: 1.9509 val loss: 0.5554 Epoch 70/100 ---------- lr: 0.005 train loss: 1.9349 val loss: 0.5761 Epoch 71/100 ---------- lr: 0.005 train loss: 1.9636 val loss: 0.8569 Epoch 72/100 ---------- lr: 0.005 train loss: 2.0277 val loss: 0.5129 Epoch 73/100 ---------- lr: 0.005 train loss: 1.8823 val loss: 0.5581 Epoch 74/100 ---------- lr: 0.005 train loss: 1.9719 val loss: 0.5241 Epoch 75/100 ---------- lr: 0.005 train loss: 2.0043 val loss: 0.5920 Epoch 76/100 ---------- lr: 0.005 train loss: 2.0948 val loss: 0.5418 Epoch 77/100 ---------- lr: 0.005 train loss: 2.0615 val loss: 0.7464 Epoch 78/100 ---------- lr: 0.005 train loss: 2.1095 val loss: 0.6887 Epoch 79/100 ---------- lr: 0.005 train loss: 1.9474 val loss: 0.5185 Epoch 80/100 ---------- lr: 0.005 train loss: 1.9132 val loss: 0.5100 Epoch 81/100 ---------- lr: 0.005 train loss: 1.9317 val loss: 0.5667 Epoch 82/100 ---------- lr: 0.005 train loss: 1.9125 val loss: 0.5624 Epoch 83/100 ---------- lr: 0.005 train loss: 1.8553 val loss: 0.4692 Epoch 84/100 ---------- lr: 0.005 train loss: 1.8519 val loss: 0.4391 Epoch 85/100 ---------- lr: 0.005 train loss: 1.8526 val loss: 0.4627 Epoch 86/100 ---------- lr: 0.005 train loss: 1.8969 val loss: 0.6043 Epoch 87/100 ---------- lr: 0.005 train loss: 1.9306 val loss: 0.6035 Epoch 88/100 ---------- lr: 0.005 train loss: 1.9656 val loss: 0.5456 Epoch 89/100 ---------- lr: 0.005 train loss: 1.9081 val loss: 0.4957 Epoch 90/100 ---------- lr: 0.005 train loss: 1.9627 val loss: 0.7815 Epoch 91/100 ---------- lr: 0.005 train loss: 2.0595 val loss: 0.5586 Epoch 92/100 ---------- lr: 0.005 train loss: 1.9520 val loss: 0.5106 Epoch 93/100 ---------- lr: 0.005 train loss: 1.9241 val loss: 0.4760 Epoch 94/100 ---------- lr: 0.005 train loss: 1.8760 val loss: 0.5271 Epoch 95/100 ---------- lr: 0.005 train loss: 1.8336 val loss: 0.4837 Epoch 96/100 ---------- lr: 0.005 train loss: 1.8158 val loss: 0.4997 Epoch 97/100 ---------- lr: 0.005 train loss: 1.8397 val loss: 0.4364 Epoch 98/100 ---------- lr: 0.005 train loss: 1.8265 val loss: 0.4539 Epoch 99/100 ---------- lr: 0.005 train loss: 2.0047 val loss: 0.6518 Epoch 100/100 ---------- lr: 0.005 train loss: 1.9168 val loss: 0.4914 Training complete in 15m 6s Best val loss: 0.4364 at epoch 97 Val MSE at best epoch: 0.1848