Epoch 1/100 ---------- lr: 0.01 train loss: 8.3555 val loss: 3.3481 Epoch 2/100 ---------- lr: 0.01 train loss: 4.5351 val loss: 2.8230 Epoch 3/100 ---------- lr: 0.01 train loss: 3.9351 val loss: 2.6019 Epoch 4/100 ---------- lr: 0.01 train loss: 3.5710 val loss: 2.6342 Epoch 5/100 ---------- lr: 0.01 train loss: 3.4977 val loss: 2.6571 Epoch 6/100 ---------- lr: 0.01 train loss: 3.2573 val loss: 1.6752 Epoch 7/100 ---------- lr: 0.01 train loss: 3.0416 val loss: 1.5079 Epoch 8/100 ---------- lr: 0.01 train loss: 2.8713 val loss: 1.5236 Epoch 9/100 ---------- lr: 0.01 train loss: 2.7997 val loss: 1.3206 Epoch 10/100 ---------- lr: 0.01 train loss: 2.7932 val loss: 1.2675 Epoch 11/100 ---------- lr: 0.01 train loss: 2.6470 val loss: 1.3278 Epoch 12/100 ---------- lr: 0.01 train loss: 2.5927 val loss: 1.5200 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6637 val loss: 1.1953 Epoch 14/100 ---------- lr: 0.01 train loss: 2.5639 val loss: 1.1175 Epoch 15/100 ---------- lr: 0.01 train loss: 2.6032 val loss: 1.1672 Epoch 16/100 ---------- lr: 0.01 train loss: 2.5050 val loss: 1.0425 Epoch 17/100 ---------- lr: 0.01 train loss: 2.4891 val loss: 1.2932 Epoch 18/100 ---------- lr: 0.01 train loss: 2.5535 val loss: 1.1831 Epoch 19/100 ---------- lr: 0.01 train loss: 2.3110 val loss: 1.1014 Epoch 20/100 ---------- lr: 0.01 train loss: 2.3109 val loss: 0.9963 Epoch 21/100 ---------- lr: 0.01 train loss: 2.2887 val loss: 1.0414 Epoch 22/100 ---------- lr: 0.01 train loss: 2.2546 val loss: 0.9295 Epoch 23/100 ---------- lr: 0.01 train loss: 2.2822 val loss: 0.9303 Epoch 24/100 ---------- lr: 0.01 train loss: 2.3678 val loss: 0.9065 Epoch 25/100 ---------- lr: 0.01 train loss: 2.2685 val loss: 1.3398 Epoch 26/100 ---------- lr: 0.01 train loss: 2.7125 val loss: 1.0787 Epoch 27/100 ---------- lr: 0.01 train loss: 2.2976 val loss: 1.0329 Epoch 28/100 ---------- lr: 0.01 train loss: 2.2418 val loss: 1.1135 Epoch 29/100 ---------- lr: 0.01 train loss: 2.1803 val loss: 0.8674 Epoch 30/100 ---------- lr: 0.01 train loss: 2.1961 val loss: 0.9750 Epoch 31/100 ---------- lr: 0.01 train loss: 2.1749 val loss: 0.8308 Epoch 32/100 ---------- lr: 0.01 train loss: 2.1119 val loss: 1.0278 Epoch 33/100 ---------- lr: 0.01 train loss: 2.1214 val loss: 0.9457 Epoch 34/100 ---------- lr: 0.01 train loss: 2.2109 val loss: 1.1834 Epoch 35/100 ---------- lr: 0.01 train loss: 2.4722 val loss: 0.9152 Epoch 36/100 ---------- lr: 0.01 train loss: 2.3209 val loss: 0.8441 Epoch 37/100 ---------- lr: 0.01 train loss: 2.1664 val loss: 0.7747 Epoch 38/100 ---------- lr: 0.01 train loss: 2.0541 val loss: 0.7499 Epoch 39/100 ---------- lr: 0.01 train loss: 2.0667 val loss: 0.7408 Epoch 40/100 ---------- lr: 0.01 train loss: 2.1972 val loss: 0.8401 Epoch 41/100 ---------- lr: 0.01 train loss: 2.1593 val loss: 1.2875 Epoch 42/100 ---------- lr: 0.01 train loss: 2.4868 val loss: 1.1332 Epoch 43/100 ---------- lr: 0.01 train loss: 2.2556 val loss: 0.8233 Epoch 44/100 ---------- lr: 0.01 train loss: 2.1499 val loss: 0.7931 Epoch 45/100 ---------- lr: 0.01 train loss: 2.1381 val loss: 0.7600 Epoch 46/100 ---------- lr: 0.01 train loss: 2.2425 val loss: 1.0715 Epoch 47/100 ---------- lr: 0.01 train loss: 2.2214 val loss: 1.0086 Epoch 48/100 ---------- lr: 0.01 train loss: 2.1365 val loss: 0.7734 Epoch 49/100 ---------- lr: 0.01 train loss: 2.0596 val loss: 0.6912 Epoch 50/100 ---------- lr: 0.01 train loss: 5.6475 val loss: 8.8951 Epoch 51/100 ---------- lr: 0.01 train loss: 9.5376 val loss: 7.0546 Epoch 52/100 ---------- lr: 0.01 train loss: 7.9847 val loss: 7.1285 Epoch 53/100 ---------- lr: 0.01 train loss: 8.4399 val loss: 7.6353 Epoch 54/100 ---------- lr: 0.01 train loss: 8.7559 val loss: 7.3802 Epoch 55/100 ---------- lr: 0.01 train loss: 8.2713 val loss: 7.4114 Epoch 56/100 ---------- lr: 0.01 train loss: 8.0542 val loss: 7.1545 Epoch 57/100 ---------- lr: 0.01 train loss: 7.9752 val loss: 6.9762 Epoch 58/100 ---------- lr: 0.01 train loss: 7.8944 val loss: 6.4936 Epoch 59/100 ---------- lr: 0.01 train loss: 8.1161 val loss: 6.5577 Epoch 60/100 ---------- lr: 0.01 train loss: 7.8585 val loss: 6.9529 Epoch 61/100 ---------- lr: 0.01 train loss: 7.8971 val loss: 6.4214 Epoch 62/100 ---------- lr: 0.01 train loss: 7.6986 val loss: 6.4802 Epoch 63/100 ---------- lr: 0.01 train loss: 7.7880 val loss: 6.4885 Epoch 64/100 ---------- lr: 0.01 train loss: 7.8823 val loss: 6.8044 Epoch 65/100 ---------- lr: 0.01 train loss: 8.2086 val loss: 7.3368 Epoch 66/100 ---------- lr: 0.01 train loss: 8.3402 val loss: 7.4988 Epoch 67/100 ---------- lr: 0.01 train loss: 8.7431 val loss: 7.3087 Epoch 68/100 ---------- lr: 0.01 train loss: 8.6981 val loss: 7.8418 Epoch 69/100 ---------- lr: 0.01 train loss: 9.6885 val loss: 9.1892 Epoch 70/100 ---------- lr: 0.01 train loss: 10.2187 val loss: 8.5617 Epoch 71/100 ---------- lr: 0.005 train loss: 9.8981 val loss: 8.3649 Epoch 72/100 ---------- lr: 0.005 train loss: 9.5831 val loss: 7.8718 Epoch 73/100 ---------- lr: 0.005 train loss: 9.6991 val loss: 8.7424 Epoch 74/100 ---------- lr: 0.005 train loss: 9.7962 val loss: 8.4414 Epoch 75/100 ---------- lr: 0.005 train loss: 9.6864 val loss: 8.3808 Epoch 76/100 ---------- lr: 0.005 train loss: 9.4793 val loss: 7.6822 Epoch 77/100 ---------- lr: 0.005 train loss: 9.2530 val loss: 7.6836 Epoch 78/100 ---------- lr: 0.005 train loss: 9.0656 val loss: 7.3729 Epoch 79/100 ---------- lr: 0.005 train loss: 8.8736 val loss: 7.3860 Epoch 80/100 ---------- lr: 0.005 train loss: 9.0851 val loss: 7.5883 Epoch 81/100 ---------- lr: 0.005 train loss: 9.0978 val loss: 7.2016 Epoch 82/100 ---------- lr: 0.005 train loss: 8.7434 val loss: 7.0119 Epoch 83/100 ---------- lr: 0.005 train loss: 8.5232 val loss: 6.9570 Epoch 84/100 ---------- lr: 0.005 train loss: 8.6316 val loss: 7.0048 Epoch 85/100 ---------- lr: 0.005 train loss: 8.5489 val loss: 7.0279 Epoch 86/100 ---------- lr: 0.005 train loss: 8.4402 val loss: 6.6756 Epoch 87/100 ---------- lr: 0.005 train loss: 8.5323 val loss: 6.7443 Epoch 88/100 ---------- lr: 0.005 train loss: 8.4090 val loss: 6.8511 Epoch 89/100 ---------- lr: 0.005 train loss: 8.3033 val loss: 6.6753 Epoch 90/100 ---------- lr: 0.005 train loss: 8.3418 val loss: 6.4334 Epoch 91/100 ---------- lr: 0.005 train loss: 8.3938 val loss: 6.3003 Epoch 92/100 ---------- lr: 0.0025 train loss: 8.1357 val loss: 6.1333 Epoch 93/100 ---------- lr: 0.0025 train loss: 8.0845 val loss: 6.1294 Epoch 94/100 ---------- lr: 0.0025 train loss: 7.9551 val loss: 6.0568 Epoch 95/100 ---------- lr: 0.0025 train loss: 7.8810 val loss: 6.0671 Epoch 96/100 ---------- lr: 0.0025 train loss: 7.9219 val loss: 6.1417 Epoch 97/100 ---------- lr: 0.0025 train loss: 7.9357 val loss: 6.2125 Epoch 98/100 ---------- lr: 0.0025 train loss: 7.9354 val loss: 6.1904 Epoch 99/100 ---------- lr: 0.0025 train loss: 7.9117 val loss: 6.0582 Epoch 100/100 ---------- lr: 0.0025 train loss: 7.8671 val loss: 6.2072 Training complete in 7m 18s Best val loss: 0.6912 at epoch 49 Val MSE at best epoch: 0.2932