Epoch 1/100 ---------- lr: 0.001 train loss: 14.8624 val loss: 4.5399 Epoch 2/100 ---------- lr: 0.001 train loss: 4.8268 val loss: 4.0176 Epoch 3/100 ---------- lr: 0.001 train loss: 4.0844 val loss: 2.7216 Epoch 4/100 ---------- lr: 0.001 train loss: 3.4459 val loss: 2.4979 Epoch 5/100 ---------- lr: 0.001 train loss: 3.3977 val loss: 2.5776 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0638 val loss: 2.0187 Epoch 7/100 ---------- lr: 0.001 train loss: 2.7561 val loss: 1.8513 Epoch 8/100 ---------- lr: 0.001 train loss: 2.6553 val loss: 1.9049 Epoch 9/100 ---------- lr: 0.001 train loss: 2.6740 val loss: 1.7050 Epoch 10/100 ---------- lr: 0.001 train loss: 2.6197 val loss: 2.4975 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3755 val loss: 1.3848 Epoch 12/100 ---------- lr: 0.001 train loss: 2.1775 val loss: 1.2078 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1047 val loss: 1.3443 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0039 val loss: 1.0677 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9721 val loss: 1.2517 Epoch 16/100 ---------- lr: 0.001 train loss: 1.9254 val loss: 0.9320 Epoch 17/100 ---------- lr: 0.001 train loss: 1.9404 val loss: 5.0590 Epoch 18/100 ---------- lr: 0.001 train loss: 2.1865 val loss: 0.9743 Epoch 19/100 ---------- lr: 0.001 train loss: 1.8137 val loss: 1.0328 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6789 val loss: 0.8464 Epoch 21/100 ---------- lr: 0.001 train loss: 1.6193 val loss: 0.7908 Epoch 22/100 ---------- lr: 0.001 train loss: 1.5930 val loss: 0.8690 Epoch 23/100 ---------- lr: 0.001 train loss: 1.6292 val loss: 1.0315 Epoch 24/100 ---------- lr: 0.001 train loss: 1.6149 val loss: 0.6921 Epoch 25/100 ---------- lr: 0.001 train loss: 1.4841 val loss: 0.8807 Epoch 26/100 ---------- lr: 0.001 train loss: 1.5024 val loss: 0.7007 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4349 val loss: 0.7094 Epoch 28/100 ---------- lr: 0.001 train loss: 1.4453 val loss: 0.7063 Epoch 29/100 ---------- lr: 0.001 train loss: 1.5762 val loss: 1.1859 Epoch 30/100 ---------- lr: 0.001 train loss: 1.5262 val loss: 0.6105 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3689 val loss: 0.5693 Epoch 32/100 ---------- lr: 0.001 train loss: 1.3143 val loss: 0.5130 Epoch 33/100 ---------- lr: 0.001 train loss: 1.3376 val loss: 0.5387 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3963 val loss: 0.6096 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3011 val loss: 0.5158 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2785 val loss: 0.5535 Epoch 37/100 ---------- lr: 0.001 train loss: 1.5065 val loss: 0.6030 Epoch 38/100 ---------- lr: 0.001 train loss: 1.3104 val loss: 0.5972 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3324 val loss: 0.4826 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2723 val loss: 0.5440 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2605 val loss: 0.4569 Epoch 42/100 ---------- lr: 0.001 train loss: 1.2294 val loss: 0.4488 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2485 val loss: 0.4945 Epoch 44/100 ---------- lr: 0.001 train loss: 1.1713 val loss: 0.4080 Epoch 45/100 ---------- lr: 0.001 train loss: 1.1494 val loss: 0.4212 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2025 val loss: 0.9801 Epoch 47/100 ---------- lr: 0.001 train loss: 1.3821 val loss: 0.4353 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1876 val loss: 0.4158 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1312 val loss: 0.3902 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1125 val loss: 0.3716 Epoch 51/100 ---------- lr: 0.001 train loss: 1.0945 val loss: 0.3856 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1061 val loss: 0.3730 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1679 val loss: 0.4054 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0983 val loss: 0.3580 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1351 val loss: 0.3601 Epoch 56/100 ---------- lr: 0.001 train loss: 1.0788 val loss: 0.3613 Epoch 57/100 ---------- lr: 0.001 train loss: 1.0914 val loss: 0.3361 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0537 val loss: 0.3163 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0539 val loss: 0.3361 Epoch 60/100 ---------- lr: 0.001 train loss: 1.1822 val loss: 0.4197 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0953 val loss: 0.3409 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0567 val loss: 0.3038 Epoch 63/100 ---------- lr: 0.001 train loss: 1.0208 val loss: 0.3096 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0394 val loss: 0.3387 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0476 val loss: 0.2966 Epoch 66/100 ---------- lr: 0.001 train loss: 1.1842 val loss: 0.3576 Epoch 67/100 ---------- lr: 0.001 train loss: 1.0651 val loss: 0.3821 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0193 val loss: 0.2906 Epoch 69/100 ---------- lr: 0.001 train loss: 0.9978 val loss: 0.2765 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0305 val loss: 0.2830 Epoch 71/100 ---------- lr: 0.001 train loss: 0.9998 val loss: 0.2698 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0087 val loss: 0.2547 Epoch 73/100 ---------- lr: 0.001 train loss: 0.9883 val loss: 0.3223 Epoch 74/100 ---------- lr: 0.001 train loss: 1.1824 val loss: 0.8898 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0333 val loss: 0.2656 Epoch 76/100 ---------- lr: 0.001 train loss: 0.9869 val loss: 0.2540 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9710 val loss: 0.2608 Epoch 78/100 ---------- lr: 0.001 train loss: 0.9759 val loss: 0.3005 Epoch 79/100 ---------- lr: 0.001 train loss: 0.9808 val loss: 0.4210 Epoch 80/100 ---------- lr: 0.001 train loss: 1.0933 val loss: 0.2821 Epoch 81/100 ---------- lr: 0.001 train loss: 0.9678 val loss: 0.2781 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9638 val loss: 0.2613 Epoch 83/100 ---------- lr: 0.001 train loss: 0.9713 val loss: 0.2639 Epoch 84/100 ---------- lr: 0.001 train loss: 0.9669 val loss: 0.2555 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9595 val loss: 0.2577 Epoch 86/100 ---------- lr: 0.001 train loss: 1.0131 val loss: 0.3172 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9803 val loss: 0.3599 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9709 val loss: 0.2410 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9913 val loss: 0.2758 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9528 val loss: 0.2269 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9399 val loss: 0.2394 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9425 val loss: 0.2254 Epoch 93/100 ---------- lr: 0.001 train loss: 0.9529 val loss: 0.2822 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9657 val loss: 0.2264 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9575 val loss: 0.2441 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9524 val loss: 0.2413 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9343 val loss: 0.2341 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9317 val loss: 0.2953 Epoch 99/100 ---------- lr: 0.001 train loss: 0.9438 val loss: 0.2239 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9302 val loss: 0.2312 Training complete in 22m 46s Best val loss: 0.2239 at epoch 99 Val MSE at best epoch: 0.0947