Epoch 1/100 ---------- lr: 0.005 train loss: 8.1169 val loss: 3.7275 Epoch 2/100 ---------- lr: 0.005 train loss: 3.5531 val loss: 2.8758 Epoch 3/100 ---------- lr: 0.005 train loss: 3.1352 val loss: 2.5898 Epoch 4/100 ---------- lr: 0.005 train loss: 2.6649 val loss: 2.1041 Epoch 5/100 ---------- lr: 0.005 train loss: 2.4862 val loss: 1.9737 Epoch 6/100 ---------- lr: 0.005 train loss: 1.9817 val loss: 1.4426 Epoch 7/100 ---------- lr: 0.005 train loss: 1.8120 val loss: 1.2588 Epoch 8/100 ---------- lr: 0.005 train loss: 1.8099 val loss: 1.2047 Epoch 9/100 ---------- lr: 0.005 train loss: 1.5962 val loss: 1.1137 Epoch 10/100 ---------- lr: 0.005 train loss: 1.6824 val loss: 1.7716 Epoch 11/100 ---------- lr: 0.005 train loss: 1.5117 val loss: 1.1853 Epoch 12/100 ---------- lr: 0.005 train loss: 1.3597 val loss: 0.9535 Epoch 13/100 ---------- lr: 0.005 train loss: 1.2121 val loss: 0.7956 Epoch 14/100 ---------- lr: 0.005 train loss: 1.2468 val loss: 1.1887 Epoch 15/100 ---------- lr: 0.005 train loss: 1.3093 val loss: 0.7197 Epoch 16/100 ---------- lr: 0.005 train loss: 1.0864 val loss: 0.6430 Epoch 17/100 ---------- lr: 0.005 train loss: 1.0617 val loss: 0.5587 Epoch 18/100 ---------- lr: 0.005 train loss: 0.9824 val loss: 0.6677 Epoch 19/100 ---------- lr: 0.005 train loss: 0.9842 val loss: 0.5887 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0285 val loss: 0.6286 Epoch 21/100 ---------- lr: 0.005 train loss: 1.0832 val loss: 0.7381 Epoch 22/100 ---------- lr: 0.005 train loss: 0.9111 val loss: 0.4520 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8892 val loss: 0.6153 Epoch 24/100 ---------- lr: 0.005 train loss: 0.9754 val loss: 1.4238 Epoch 25/100 ---------- lr: 0.005 train loss: 1.1443 val loss: 0.6632 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9002 val loss: 0.4784 Epoch 27/100 ---------- lr: 0.005 train loss: 0.8006 val loss: 0.4268 Epoch 28/100 ---------- lr: 0.005 train loss: 0.7811 val loss: 0.3765 Epoch 29/100 ---------- lr: 0.005 train loss: 0.7880 val loss: 0.3725 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8054 val loss: 0.5181 Epoch 31/100 ---------- lr: 0.005 train loss: 0.7942 val loss: 0.6484 Epoch 32/100 ---------- lr: 0.005 train loss: 0.8960 val loss: 0.5410 Epoch 33/100 ---------- lr: 0.005 train loss: 0.8724 val loss: 0.4533 Epoch 34/100 ---------- lr: 0.005 train loss: 0.8716 val loss: 0.4083 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7181 val loss: 0.3008 Epoch 36/100 ---------- lr: 0.005 train loss: 0.6966 val loss: 0.4116 Epoch 37/100 ---------- lr: 0.005 train loss: 0.9509 val loss: 0.4467 Epoch 38/100 ---------- lr: 0.005 train loss: 0.7201 val loss: 0.3056 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7018 val loss: 0.3191 Epoch 40/100 ---------- lr: 0.005 train loss: 0.7054 val loss: 0.3679 Epoch 41/100 ---------- lr: 0.005 train loss: 0.6885 val loss: 0.4068 Epoch 42/100 ---------- lr: 0.005 train loss: 0.6582 val loss: 0.3202 Epoch 43/100 ---------- lr: 0.005 train loss: 0.6980 val loss: 0.3245 Epoch 44/100 ---------- lr: 0.005 train loss: 0.6864 val loss: 0.3971 Epoch 45/100 ---------- lr: 0.005 train loss: 0.7665 val loss: 0.4944 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7162 val loss: 0.3057 Epoch 47/100 ---------- lr: 0.005 train loss: 0.6259 val loss: 0.2840 Epoch 48/100 ---------- lr: 0.005 train loss: 0.6197 val loss: 0.2756 Epoch 49/100 ---------- lr: 0.005 train loss: 0.6831 val loss: 0.3617 Epoch 50/100 ---------- lr: 0.005 train loss: 0.6859 val loss: 0.3921 Epoch 51/100 ---------- lr: 0.005 train loss: 0.7774 val loss: 0.3824 Epoch 52/100 ---------- lr: 0.005 train loss: 0.7164 val loss: 0.3487 Epoch 53/100 ---------- lr: 0.005 train loss: 0.6078 val loss: 0.2722 Epoch 54/100 ---------- lr: 0.005 train loss: 0.5771 val loss: 0.2417 Epoch 55/100 ---------- lr: 0.005 train loss: 0.6177 val loss: 0.3716 Epoch 56/100 ---------- lr: 0.005 train loss: 0.9819 val loss: 0.6275 Epoch 57/100 ---------- lr: 0.005 train loss: 0.7372 val loss: 0.2687 Epoch 58/100 ---------- lr: 0.005 train loss: 0.6110 val loss: 0.2407 Epoch 59/100 ---------- lr: 0.005 train loss: 0.5836 val loss: 0.2369 Epoch 60/100 ---------- lr: 0.005 train loss: 0.5853 val loss: 0.2258 Epoch 61/100 ---------- lr: 0.005 train loss: 0.5592 val loss: 0.2528 Epoch 62/100 ---------- lr: 0.005 train loss: 0.6307 val loss: 0.9845 Epoch 63/100 ---------- lr: 0.005 train loss: 1.2416 val loss: 0.6017 Epoch 64/100 ---------- lr: 0.005 train loss: 0.7864 val loss: 0.3881 Epoch 65/100 ---------- lr: 0.005 train loss: 0.6359 val loss: 0.3186 Epoch 66/100 ---------- lr: 0.005 train loss: 0.6016 val loss: 0.2875 Epoch 67/100 ---------- lr: 0.005 train loss: 0.5987 val loss: 0.3296 Epoch 68/100 ---------- lr: 0.005 train loss: 0.6331 val loss: 0.2943 Epoch 69/100 ---------- lr: 0.005 train loss: 0.5782 val loss: 0.2668 Epoch 70/100 ---------- lr: 0.005 train loss: 0.5716 val loss: 0.2746 Epoch 71/100 ---------- lr: 0.005 train loss: 0.5633 val loss: 0.2602 Epoch 72/100 ---------- lr: 0.005 train loss: 0.6552 val loss: 0.2717 Epoch 73/100 ---------- lr: 0.005 train loss: 0.6665 val loss: 0.2976 Epoch 74/100 ---------- lr: 0.005 train loss: 0.5625 val loss: 0.2307 Epoch 75/100 ---------- lr: 0.005 train loss: 0.5711 val loss: 0.2475 Epoch 76/100 ---------- lr: 0.005 train loss: 0.5911 val loss: 0.4350 Epoch 77/100 ---------- lr: 0.005 train loss: 0.6226 val loss: 0.2762 Epoch 78/100 ---------- lr: 0.005 train loss: 0.5848 val loss: 0.2712 Epoch 79/100 ---------- lr: 0.005 train loss: 0.5596 val loss: 0.2441 Epoch 80/100 ---------- lr: 0.005 train loss: 0.7207 val loss: 0.2940 Epoch 81/100 ---------- lr: 0.005 train loss: 0.5627 val loss: 0.2280 Epoch 82/100 ---------- lr: 0.0025 train loss: 0.4944 val loss: 0.1642 Epoch 83/100 ---------- lr: 0.0025 train loss: 0.4863 val loss: 0.1577 Epoch 84/100 ---------- lr: 0.0025 train loss: 0.4873 val loss: 0.1718 Epoch 85/100 ---------- lr: 0.0025 train loss: 0.4860 val loss: 0.1761 Epoch 86/100 ---------- lr: 0.0025 train loss: 0.4826 val loss: 0.1705 Epoch 87/100 ---------- lr: 0.0025 train loss: 0.4831 val loss: 0.1657 Epoch 88/100 ---------- lr: 0.0025 train loss: 0.4898 val loss: 0.1625 Epoch 89/100 ---------- lr: 0.0025 train loss: 0.4917 val loss: 0.1656 Epoch 90/100 ---------- lr: 0.0025 train loss: 0.4853 val loss: 0.1720 Epoch 91/100 ---------- lr: 0.0025 train loss: 0.4900 val loss: 0.1638 Epoch 92/100 ---------- lr: 0.0025 train loss: 0.4863 val loss: 0.1667 Epoch 93/100 ---------- lr: 0.0025 train loss: 0.4841 val loss: 0.1720 Epoch 94/100 ---------- lr: 0.0025 train loss: 0.4821 val loss: 0.1650 Epoch 95/100 ---------- lr: 0.0025 train loss: 0.4854 val loss: 0.1588 Epoch 96/100 ---------- lr: 0.0025 train loss: 0.4849 val loss: 0.1552 Epoch 97/100 ---------- lr: 0.0025 train loss: 0.4774 val loss: 0.1425 Epoch 98/100 ---------- lr: 0.0025 train loss: 0.4775 val loss: 0.1667 Epoch 99/100 ---------- lr: 0.0025 train loss: 0.4758 val loss: 0.1847 Epoch 100/100 ---------- lr: 0.0025 train loss: 0.4836 val loss: 0.1586 Training complete in 8m 35s Best val loss: 0.1425 at epoch 97 Val MSE at best epoch: 0.0584