Epoch 1/100 ---------- lr: 0.005 train loss: 33.6839 val loss: 7.5485 Epoch 2/100 ---------- lr: 0.005 train loss: 7.4698 val loss: 4.7992 Epoch 3/100 ---------- lr: 0.005 train loss: 5.0414 val loss: 3.5303 Epoch 4/100 ---------- lr: 0.005 train loss: 4.1646 val loss: 2.7155 Epoch 5/100 ---------- lr: 0.005 train loss: 3.9295 val loss: 3.2022 Epoch 6/100 ---------- lr: 0.005 train loss: 3.4006 val loss: 2.9934 Epoch 7/100 ---------- lr: 0.005 train loss: 3.6425 val loss: 2.6263 Epoch 8/100 ---------- lr: 0.005 train loss: 3.0379 val loss: 2.1968 Epoch 9/100 ---------- lr: 0.005 train loss: 3.5496 val loss: 2.7763 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8147 val loss: 1.7845 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9959 val loss: 1.7584 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4213 val loss: 1.4590 Epoch 13/100 ---------- lr: 0.005 train loss: 2.0557 val loss: 1.4673 Epoch 14/100 ---------- lr: 0.005 train loss: 2.0023 val loss: 1.0650 Epoch 15/100 ---------- lr: 0.005 train loss: 1.9205 val loss: 1.4533 Epoch 16/100 ---------- lr: 0.005 train loss: 2.1822 val loss: 1.2282 Epoch 17/100 ---------- lr: 0.005 train loss: 1.6508 val loss: 1.2551 Epoch 18/100 ---------- lr: 0.005 train loss: 1.6908 val loss: 1.4973 Epoch 19/100 ---------- lr: 0.005 train loss: 1.7372 val loss: 0.9106 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5780 val loss: 0.9828 Epoch 21/100 ---------- lr: 0.005 train loss: 1.5028 val loss: 0.9144 Epoch 22/100 ---------- lr: 0.005 train loss: 1.5173 val loss: 0.8505 Epoch 23/100 ---------- lr: 0.005 train loss: 1.3584 val loss: 0.6948 Epoch 24/100 ---------- lr: 0.005 train loss: 1.2397 val loss: 1.1522 Epoch 25/100 ---------- lr: 0.005 train loss: 1.3420 val loss: 0.7446 Epoch 26/100 ---------- lr: 0.005 train loss: 1.3582 val loss: 0.7963 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4832 val loss: 0.8246 Epoch 28/100 ---------- lr: 0.005 train loss: 1.4926 val loss: 0.8863 Epoch 29/100 ---------- lr: 0.005 train loss: 1.3856 val loss: 0.6993 Epoch 30/100 ---------- lr: 0.005 train loss: 1.2617 val loss: 0.4899 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0575 val loss: 0.5632 Epoch 32/100 ---------- lr: 0.005 train loss: 1.0343 val loss: 0.4031 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0558 val loss: 0.5209 Epoch 34/100 ---------- lr: 0.005 train loss: 1.0695 val loss: 0.5585 Epoch 35/100 ---------- lr: 0.005 train loss: 1.6267 val loss: 1.5564 Epoch 36/100 ---------- lr: 0.005 train loss: 1.5059 val loss: 0.6850 Epoch 37/100 ---------- lr: 0.005 train loss: 1.2769 val loss: 0.6233 Epoch 38/100 ---------- lr: 0.005 train loss: 1.0406 val loss: 0.4616 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9779 val loss: 0.4625 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9676 val loss: 0.4282 Epoch 41/100 ---------- lr: 0.005 train loss: 0.9239 val loss: 0.4898 Epoch 42/100 ---------- lr: 0.005 train loss: 1.0573 val loss: 0.6070 Epoch 43/100 ---------- lr: 0.005 train loss: 2.2461 val loss: 3.9154 Epoch 44/100 ---------- lr: 0.005 train loss: 4.2824 val loss: 12.4264 Epoch 45/100 ---------- lr: 0.005 train loss: 8.4268 val loss: 6.0572 Epoch 46/100 ---------- lr: 0.005 train loss: 7.8920 val loss: 7.2351 Epoch 47/100 ---------- lr: 0.005 train loss: 6.7984 val loss: 5.1461 Epoch 48/100 ---------- lr: 0.005 train loss: 6.0008 val loss: 4.6120 Epoch 49/100 ---------- lr: 0.005 train loss: 5.0277 val loss: 3.8376 Epoch 50/100 ---------- lr: 0.005 train loss: 4.6815 val loss: 3.9665 Epoch 51/100 ---------- lr: 0.005 train loss: 4.5186 val loss: 3.5167 Epoch 52/100 ---------- lr: 0.005 train loss: 3.9981 val loss: 3.2782 Epoch 53/100 ---------- lr: 0.005 train loss: 3.7398 val loss: 3.3987 Epoch 54/100 ---------- lr: 0.0025 train loss: 3.5891 val loss: 2.6099 Epoch 55/100 ---------- lr: 0.0025 train loss: 3.7076 val loss: 3.5263 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.4627 val loss: 3.2620 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.1540 val loss: 3.2823 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.1260 val loss: 3.1619 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.3414 val loss: 4.2028 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.5557 val loss: 3.7397 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.3282 val loss: 3.5122 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.6361 val loss: 4.0793 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.7022 val loss: 3.7638 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.3426 val loss: 3.3088 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.3388 val loss: 3.4754 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.1502 val loss: 3.5201 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.9992 val loss: 3.2445 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.7795 val loss: 3.0498 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.5718 val loss: 2.8664 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.4920 val loss: 2.8808 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.4476 val loss: 3.0788 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.4260 val loss: 2.7300 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.3629 val loss: 2.7546 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.2884 val loss: 2.5888 Epoch 75/100 ---------- lr: 0.00125 train loss: 2.9893 val loss: 2.4425 Epoch 76/100 ---------- lr: 0.00125 train loss: 2.9591 val loss: 2.4087 Epoch 77/100 ---------- lr: 0.00125 train loss: 2.9725 val loss: 2.4940 Epoch 78/100 ---------- lr: 0.00125 train loss: 2.9056 val loss: 2.5044 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.8836 val loss: 2.4303 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.8931 val loss: 2.3612 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.8292 val loss: 2.4348 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.0729 val loss: 3.1491 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.6211 val loss: 2.9567 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.6034 val loss: 2.9188 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.4732 val loss: 2.7993 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.5061 val loss: 2.8749 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.3690 val loss: 2.7733 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.3077 val loss: 2.7444 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.2321 val loss: 2.6474 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.2055 val loss: 2.6082 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0864 val loss: 2.4907 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.1418 val loss: 2.8164 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.1863 val loss: 2.7079 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1758 val loss: 2.7139 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.1466 val loss: 2.5727 Epoch 96/100 ---------- lr: 0.000625 train loss: 2.9480 val loss: 2.4253 Epoch 97/100 ---------- lr: 0.000625 train loss: 2.9015 val loss: 2.3952 Epoch 98/100 ---------- lr: 0.000625 train loss: 2.8594 val loss: 2.3596 Epoch 99/100 ---------- lr: 0.000625 train loss: 2.8324 val loss: 2.2902 Epoch 100/100 ---------- lr: 0.000625 train loss: 2.8085 val loss: 2.2689 Training complete in 33m 0s Best val loss: 0.4031 at epoch 32 Val MSE at best epoch: 0.1495