Epoch 1/100 ---------- lr: 0.001 train loss: 21.2020 val loss: 4.5210 Epoch 2/100 ---------- lr: 0.001 train loss: 5.0768 val loss: 3.4994 Epoch 3/100 ---------- lr: 0.001 train loss: 4.2327 val loss: 3.2039 Epoch 4/100 ---------- lr: 0.001 train loss: 3.6466 val loss: 2.4576 Epoch 5/100 ---------- lr: 0.001 train loss: 3.2609 val loss: 2.2038 Epoch 6/100 ---------- lr: 0.001 train loss: 3.0873 val loss: 1.9698 Epoch 7/100 ---------- lr: 0.001 train loss: 2.8475 val loss: 1.9142 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7060 val loss: 1.6367 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4928 val loss: 1.4637 Epoch 10/100 ---------- lr: 0.001 train loss: 2.3619 val loss: 1.4831 Epoch 11/100 ---------- lr: 0.001 train loss: 2.7329 val loss: 1.4689 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2442 val loss: 1.2906 Epoch 13/100 ---------- lr: 0.001 train loss: 2.1103 val loss: 1.3836 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0623 val loss: 1.2120 Epoch 15/100 ---------- lr: 0.001 train loss: 1.9202 val loss: 1.1800 Epoch 16/100 ---------- lr: 0.001 train loss: 1.8668 val loss: 0.9090 Epoch 17/100 ---------- lr: 0.001 train loss: 1.9670 val loss: 0.9761 Epoch 18/100 ---------- lr: 0.001 train loss: 1.7643 val loss: 0.9476 Epoch 19/100 ---------- lr: 0.001 train loss: 1.6906 val loss: 0.8730 Epoch 20/100 ---------- lr: 0.001 train loss: 1.6845 val loss: 1.4114 Epoch 21/100 ---------- lr: 0.001 train loss: 1.7986 val loss: 0.8790 Epoch 22/100 ---------- lr: 0.001 train loss: 1.6000 val loss: 0.7856 Epoch 23/100 ---------- lr: 0.001 train loss: 1.5273 val loss: 0.7222 Epoch 24/100 ---------- lr: 0.001 train loss: 2.0524 val loss: 0.9110 Epoch 25/100 ---------- lr: 0.001 train loss: 1.5455 val loss: 0.7006 Epoch 26/100 ---------- lr: 0.001 train loss: 1.4658 val loss: 0.6402 Epoch 27/100 ---------- lr: 0.001 train loss: 1.4098 val loss: 0.6384 Epoch 28/100 ---------- lr: 0.001 train loss: 1.4407 val loss: 0.5904 Epoch 29/100 ---------- lr: 0.001 train loss: 1.3813 val loss: 0.5972 Epoch 30/100 ---------- lr: 0.001 train loss: 1.3482 val loss: 0.5555 Epoch 31/100 ---------- lr: 0.001 train loss: 1.3460 val loss: 0.5578 Epoch 32/100 ---------- lr: 0.001 train loss: 1.5950 val loss: 0.8565 Epoch 33/100 ---------- lr: 0.001 train loss: 1.5178 val loss: 0.5817 Epoch 34/100 ---------- lr: 0.001 train loss: 1.3465 val loss: 0.5625 Epoch 35/100 ---------- lr: 0.001 train loss: 1.3410 val loss: 0.4870 Epoch 36/100 ---------- lr: 0.001 train loss: 1.2727 val loss: 0.4889 Epoch 37/100 ---------- lr: 0.001 train loss: 1.2985 val loss: 0.4949 Epoch 38/100 ---------- lr: 0.001 train loss: 1.2831 val loss: 0.7166 Epoch 39/100 ---------- lr: 0.001 train loss: 1.3294 val loss: 0.4522 Epoch 40/100 ---------- lr: 0.001 train loss: 1.2077 val loss: 0.4514 Epoch 41/100 ---------- lr: 0.001 train loss: 1.2092 val loss: 0.4288 Epoch 42/100 ---------- lr: 0.001 train loss: 1.1990 val loss: 0.4662 Epoch 43/100 ---------- lr: 0.001 train loss: 1.2412 val loss: 0.4506 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2187 val loss: 0.4135 Epoch 45/100 ---------- lr: 0.001 train loss: 1.3178 val loss: 0.7087 Epoch 46/100 ---------- lr: 0.001 train loss: 1.2317 val loss: 0.4214 Epoch 47/100 ---------- lr: 0.001 train loss: 1.1513 val loss: 0.4668 Epoch 48/100 ---------- lr: 0.001 train loss: 1.1619 val loss: 0.3669 Epoch 49/100 ---------- lr: 0.001 train loss: 1.1722 val loss: 0.4127 Epoch 50/100 ---------- lr: 0.001 train loss: 1.1219 val loss: 0.3688 Epoch 51/100 ---------- lr: 0.001 train loss: 1.1293 val loss: 0.3886 Epoch 52/100 ---------- lr: 0.001 train loss: 1.1322 val loss: 0.4016 Epoch 53/100 ---------- lr: 0.001 train loss: 1.1753 val loss: 0.4227 Epoch 54/100 ---------- lr: 0.001 train loss: 1.1635 val loss: 0.4365 Epoch 55/100 ---------- lr: 0.001 train loss: 1.1749 val loss: 0.4452 Epoch 56/100 ---------- lr: 0.001 train loss: 1.1877 val loss: 0.5086 Epoch 57/100 ---------- lr: 0.001 train loss: 1.1338 val loss: 0.3360 Epoch 58/100 ---------- lr: 0.001 train loss: 1.0711 val loss: 0.3216 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0572 val loss: 0.3881 Epoch 60/100 ---------- lr: 0.001 train loss: 1.0900 val loss: 0.3244 Epoch 61/100 ---------- lr: 0.001 train loss: 1.0684 val loss: 0.3358 Epoch 62/100 ---------- lr: 0.001 train loss: 1.0785 val loss: 0.3642 Epoch 63/100 ---------- lr: 0.001 train loss: 1.2133 val loss: 0.3659 Epoch 64/100 ---------- lr: 0.001 train loss: 1.0676 val loss: 0.2987 Epoch 65/100 ---------- lr: 0.001 train loss: 1.0384 val loss: 0.2926 Epoch 66/100 ---------- lr: 0.001 train loss: 1.0258 val loss: 0.2912 Epoch 67/100 ---------- lr: 0.001 train loss: 1.1404 val loss: 0.3358 Epoch 68/100 ---------- lr: 0.001 train loss: 1.0817 val loss: 0.3031 Epoch 69/100 ---------- lr: 0.001 train loss: 1.0218 val loss: 0.2928 Epoch 70/100 ---------- lr: 0.001 train loss: 1.0339 val loss: 0.3010 Epoch 71/100 ---------- lr: 0.001 train loss: 1.1513 val loss: 0.6285 Epoch 72/100 ---------- lr: 0.001 train loss: 1.0895 val loss: 0.2879 Epoch 73/100 ---------- lr: 0.001 train loss: 1.0150 val loss: 0.2752 Epoch 74/100 ---------- lr: 0.001 train loss: 1.0029 val loss: 0.2765 Epoch 75/100 ---------- lr: 0.001 train loss: 1.0021 val loss: 0.2714 Epoch 76/100 ---------- lr: 0.001 train loss: 1.0222 val loss: 0.2693 Epoch 77/100 ---------- lr: 0.001 train loss: 1.0019 val loss: 0.2822 Epoch 78/100 ---------- lr: 0.001 train loss: 1.0590 val loss: 0.3158 Epoch 79/100 ---------- lr: 0.001 train loss: 1.0162 val loss: 0.2704 Epoch 80/100 ---------- lr: 0.001 train loss: 0.9959 val loss: 0.2703 Epoch 81/100 ---------- lr: 0.001 train loss: 1.0021 val loss: 0.2639 Epoch 82/100 ---------- lr: 0.001 train loss: 0.9918 val loss: 0.2755 Epoch 83/100 ---------- lr: 0.001 train loss: 1.0060 val loss: 0.2701 Epoch 84/100 ---------- lr: 0.001 train loss: 1.0559 val loss: 0.2983 Epoch 85/100 ---------- lr: 0.001 train loss: 0.9959 val loss: 0.3599 Epoch 86/100 ---------- lr: 0.001 train loss: 0.9963 val loss: 0.2488 Epoch 87/100 ---------- lr: 0.001 train loss: 0.9887 val loss: 0.2537 Epoch 88/100 ---------- lr: 0.001 train loss: 0.9810 val loss: 0.2745 Epoch 89/100 ---------- lr: 0.001 train loss: 0.9725 val loss: 0.2531 Epoch 90/100 ---------- lr: 0.001 train loss: 0.9894 val loss: 0.2456 Epoch 91/100 ---------- lr: 0.001 train loss: 0.9733 val loss: 0.2628 Epoch 92/100 ---------- lr: 0.001 train loss: 0.9968 val loss: 0.3891 Epoch 93/100 ---------- lr: 0.001 train loss: 1.0175 val loss: 0.2563 Epoch 94/100 ---------- lr: 0.001 train loss: 0.9659 val loss: 0.2336 Epoch 95/100 ---------- lr: 0.001 train loss: 0.9548 val loss: 0.2425 Epoch 96/100 ---------- lr: 0.001 train loss: 0.9590 val loss: 0.2541 Epoch 97/100 ---------- lr: 0.001 train loss: 0.9670 val loss: 0.2688 Epoch 98/100 ---------- lr: 0.001 train loss: 0.9858 val loss: 0.2437 Epoch 99/100 ---------- lr: 0.001 train loss: 1.0913 val loss: 0.3277 Epoch 100/100 ---------- lr: 0.001 train loss: 0.9897 val loss: 0.2447 Training complete in 22m 51s Best val loss: 0.2336 at epoch 94 Val MSE at best epoch: 0.0953