Epoch 1/100 ---------- lr: 0.001 train loss: 24.9485 val loss: 4.7737 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8299 val loss: 3.6503 Epoch 3/100 ---------- lr: 0.001 train loss: 4.9870 val loss: 2.9437 Epoch 4/100 ---------- lr: 0.001 train loss: 4.4016 val loss: 2.5981 Epoch 5/100 ---------- lr: 0.001 train loss: 4.1272 val loss: 2.4469 Epoch 6/100 ---------- lr: 0.001 train loss: 3.8874 val loss: 2.3632 Epoch 7/100 ---------- lr: 0.001 train loss: 3.7496 val loss: 2.1214 Epoch 8/100 ---------- lr: 0.001 train loss: 3.5700 val loss: 1.8648 Epoch 9/100 ---------- lr: 0.001 train loss: 3.4108 val loss: 1.8741 Epoch 10/100 ---------- lr: 0.001 train loss: 3.3244 val loss: 1.7340 Epoch 11/100 ---------- lr: 0.001 train loss: 3.2398 val loss: 1.7066 Epoch 12/100 ---------- lr: 0.001 train loss: 3.1163 val loss: 1.8037 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1668 val loss: 1.6050 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0230 val loss: 1.4977 Epoch 15/100 ---------- lr: 0.001 train loss: 2.9920 val loss: 1.3984 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9690 val loss: 1.6215 Epoch 17/100 ---------- lr: 0.001 train loss: 2.8699 val loss: 1.3381 Epoch 18/100 ---------- lr: 0.001 train loss: 2.7796 val loss: 1.3215 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8328 val loss: 1.2694 Epoch 20/100 ---------- lr: 0.001 train loss: 2.7609 val loss: 1.2115 Epoch 21/100 ---------- lr: 0.001 train loss: 2.6749 val loss: 1.2079 Epoch 22/100 ---------- lr: 0.001 train loss: 2.6777 val loss: 1.6718 Epoch 23/100 ---------- lr: 0.001 train loss: 2.7048 val loss: 1.1711 Epoch 24/100 ---------- lr: 0.001 train loss: 2.5889 val loss: 1.1575 Epoch 25/100 ---------- lr: 0.001 train loss: 2.5945 val loss: 1.2755 Epoch 26/100 ---------- lr: 0.001 train loss: 2.6019 val loss: 1.2060 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5955 val loss: 1.0198 Epoch 28/100 ---------- lr: 0.001 train loss: 2.4658 val loss: 1.0435 Epoch 29/100 ---------- lr: 0.001 train loss: 2.4238 val loss: 1.0187 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4805 val loss: 0.9467 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4257 val loss: 0.9498 Epoch 32/100 ---------- lr: 0.001 train loss: 2.3485 val loss: 0.9837 Epoch 33/100 ---------- lr: 0.001 train loss: 2.3466 val loss: 0.8762 Epoch 34/100 ---------- lr: 0.001 train loss: 2.3336 val loss: 0.9980 Epoch 35/100 ---------- lr: 0.001 train loss: 2.4719 val loss: 0.9016 Epoch 36/100 ---------- lr: 0.001 train loss: 2.2978 val loss: 0.8567 Epoch 37/100 ---------- lr: 0.001 train loss: 2.2571 val loss: 0.9294 Epoch 38/100 ---------- lr: 0.001 train loss: 2.2980 val loss: 0.8735 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2535 val loss: 0.9316 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2866 val loss: 0.8256 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2572 val loss: 0.8234 Epoch 42/100 ---------- lr: 0.001 train loss: 2.2203 val loss: 0.8216 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2007 val loss: 0.7992 Epoch 44/100 ---------- lr: 0.001 train loss: 2.1723 val loss: 0.7769 Epoch 45/100 ---------- lr: 0.001 train loss: 2.1744 val loss: 0.7687 Epoch 46/100 ---------- lr: 0.001 train loss: 2.2211 val loss: 0.7684 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1245 val loss: 0.7128 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1307 val loss: 0.6840 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1714 val loss: 0.7669 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1346 val loss: 0.7321 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1407 val loss: 0.7106 Epoch 52/100 ---------- lr: 0.001 train loss: 2.0921 val loss: 0.6690 Epoch 53/100 ---------- lr: 0.001 train loss: 2.0791 val loss: 0.6501 Epoch 54/100 ---------- lr: 0.001 train loss: 2.0851 val loss: 0.6807 Epoch 55/100 ---------- lr: 0.001 train loss: 2.0616 val loss: 0.6755 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1695 val loss: 0.8131 Epoch 57/100 ---------- lr: 0.001 train loss: 2.1393 val loss: 0.6597 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0294 val loss: 0.6168 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0204 val loss: 0.6027 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0351 val loss: 0.6446 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0140 val loss: 0.5879 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0067 val loss: 0.6115 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0019 val loss: 0.5799 Epoch 64/100 ---------- lr: 0.001 train loss: 2.0298 val loss: 1.3063 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2083 val loss: 0.8104 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0717 val loss: 0.7069 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0053 val loss: 0.5710 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0549 val loss: 0.6567 Epoch 69/100 ---------- lr: 0.001 train loss: 1.9945 val loss: 0.5851 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0236 val loss: 0.5761 Epoch 71/100 ---------- lr: 0.001 train loss: 1.9742 val loss: 0.5617 Epoch 72/100 ---------- lr: 0.001 train loss: 1.9589 val loss: 0.5745 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9606 val loss: 0.5705 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9466 val loss: 0.6170 Epoch 75/100 ---------- lr: 0.001 train loss: 1.9699 val loss: 0.5822 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9536 val loss: 0.5305 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9221 val loss: 0.5203 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9163 val loss: 0.5576 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9472 val loss: 0.5377 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9483 val loss: 0.5898 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9082 val loss: 0.5115 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9167 val loss: 0.5085 Epoch 83/100 ---------- lr: 0.001 train loss: 1.8939 val loss: 0.5172 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9099 val loss: 0.6525 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9191 val loss: 0.5397 Epoch 86/100 ---------- lr: 0.001 train loss: 1.8998 val loss: 0.4946 Epoch 87/100 ---------- lr: 0.001 train loss: 1.8893 val loss: 0.4904 Epoch 88/100 ---------- lr: 0.001 train loss: 2.1412 val loss: 0.6760 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9355 val loss: 0.5104 Epoch 90/100 ---------- lr: 0.001 train loss: 1.8783 val loss: 0.5294 Epoch 91/100 ---------- lr: 0.001 train loss: 1.8845 val loss: 0.4777 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9116 val loss: 0.5000 Epoch 93/100 ---------- lr: 0.001 train loss: 1.8850 val loss: 0.4767 Epoch 94/100 ---------- lr: 0.001 train loss: 1.8641 val loss: 0.4809 Epoch 95/100 ---------- lr: 0.001 train loss: 1.8619 val loss: 0.4735 Epoch 96/100 ---------- lr: 0.001 train loss: 1.8524 val loss: 0.4829 Epoch 97/100 ---------- lr: 0.001 train loss: 1.8669 val loss: 0.4777 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8806 val loss: 0.4832 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8585 val loss: 0.4683 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8547 val loss: 0.4638 Training complete in 15m 7s Best val loss: 0.4638 at epoch 100 Val MSE at best epoch: 0.1961