Epoch 1/100 ---------- lr: 0.001 train loss: 33.6524 val loss: 5.8987 Epoch 2/100 ---------- lr: 0.001 train loss: 6.5504 val loss: 5.1839 Epoch 3/100 ---------- lr: 0.001 train loss: 5.0595 val loss: 3.6284 Epoch 4/100 ---------- lr: 0.001 train loss: 4.2171 val loss: 3.0774 Epoch 5/100 ---------- lr: 0.001 train loss: 3.8607 val loss: 3.2522 Epoch 6/100 ---------- lr: 0.001 train loss: 3.4070 val loss: 2.4906 Epoch 7/100 ---------- lr: 0.001 train loss: 2.9753 val loss: 2.3562 Epoch 8/100 ---------- lr: 0.001 train loss: 2.7894 val loss: 1.7717 Epoch 9/100 ---------- lr: 0.001 train loss: 2.4893 val loss: 1.7830 Epoch 10/100 ---------- lr: 0.001 train loss: 2.6017 val loss: 1.7135 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3527 val loss: 1.5111 Epoch 12/100 ---------- lr: 0.001 train loss: 2.2354 val loss: 1.4602 Epoch 13/100 ---------- lr: 0.001 train loss: 1.9517 val loss: 1.3941 Epoch 14/100 ---------- lr: 0.001 train loss: 2.0540 val loss: 1.1409 Epoch 15/100 ---------- lr: 0.001 train loss: 1.7845 val loss: 1.0704 Epoch 16/100 ---------- lr: 0.001 train loss: 1.6684 val loss: 1.0033 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6250 val loss: 0.9117 Epoch 18/100 ---------- lr: 0.001 train loss: 1.5553 val loss: 1.6264 Epoch 19/100 ---------- lr: 0.001 train loss: 1.6538 val loss: 0.9693 Epoch 20/100 ---------- lr: 0.001 train loss: 1.4678 val loss: 0.8840 Epoch 21/100 ---------- lr: 0.001 train loss: 1.4293 val loss: 0.7853 Epoch 22/100 ---------- lr: 0.001 train loss: 1.3634 val loss: 0.7349 Epoch 23/100 ---------- lr: 0.001 train loss: 1.3205 val loss: 0.6894 Epoch 24/100 ---------- lr: 0.001 train loss: 1.4019 val loss: 0.7859 Epoch 25/100 ---------- lr: 0.001 train loss: 1.2461 val loss: 0.6296 Epoch 26/100 ---------- lr: 0.001 train loss: 1.2393 val loss: 0.6177 Epoch 27/100 ---------- lr: 0.001 train loss: 1.1272 val loss: 0.5453 Epoch 28/100 ---------- lr: 0.001 train loss: 1.1776 val loss: 0.6129 Epoch 29/100 ---------- lr: 0.001 train loss: 1.1479 val loss: 0.5229 Epoch 30/100 ---------- lr: 0.001 train loss: 1.1071 val loss: 0.8075 Epoch 31/100 ---------- lr: 0.001 train loss: 1.5302 val loss: 0.6018 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0652 val loss: 0.4883 Epoch 33/100 ---------- lr: 0.001 train loss: 1.0094 val loss: 0.4573 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0223 val loss: 0.4963 Epoch 35/100 ---------- lr: 0.001 train loss: 0.9907 val loss: 0.4620 Epoch 36/100 ---------- lr: 0.001 train loss: 1.0608 val loss: 1.3331 Epoch 37/100 ---------- lr: 0.001 train loss: 1.3101 val loss: 0.5853 Epoch 38/100 ---------- lr: 0.001 train loss: 0.9924 val loss: 0.4329 Epoch 39/100 ---------- lr: 0.001 train loss: 0.9598 val loss: 0.4792 Epoch 40/100 ---------- lr: 0.001 train loss: 0.9341 val loss: 0.4156 Epoch 41/100 ---------- lr: 0.001 train loss: 0.9131 val loss: 0.5825 Epoch 42/100 ---------- lr: 0.001 train loss: 1.0025 val loss: 0.4822 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9392 val loss: 0.3951 Epoch 44/100 ---------- lr: 0.001 train loss: 0.9471 val loss: 0.4450 Epoch 45/100 ---------- lr: 0.001 train loss: 0.8930 val loss: 0.3769 Epoch 46/100 ---------- lr: 0.001 train loss: 0.8894 val loss: 0.3379 Epoch 47/100 ---------- lr: 0.001 train loss: 0.8581 val loss: 0.3451 Epoch 48/100 ---------- lr: 0.001 train loss: 0.8722 val loss: 0.5653 Epoch 49/100 ---------- lr: 0.001 train loss: 1.2315 val loss: 0.5338 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9146 val loss: 0.3540 Epoch 51/100 ---------- lr: 0.001 train loss: 0.8356 val loss: 0.3053 Epoch 52/100 ---------- lr: 0.001 train loss: 0.8058 val loss: 0.3036 Epoch 53/100 ---------- lr: 0.001 train loss: 0.8164 val loss: 0.3326 Epoch 54/100 ---------- lr: 0.001 train loss: 1.0831 val loss: 0.3707 Epoch 55/100 ---------- lr: 0.001 train loss: 0.8269 val loss: 0.3069 Epoch 56/100 ---------- lr: 0.001 train loss: 0.7944 val loss: 0.3105 Epoch 57/100 ---------- lr: 0.001 train loss: 0.8000 val loss: 0.3212 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8000 val loss: 0.3365 Epoch 59/100 ---------- lr: 0.001 train loss: 0.8005 val loss: 0.3055 Epoch 60/100 ---------- lr: 0.001 train loss: 0.8288 val loss: 0.3144 Epoch 61/100 ---------- lr: 0.001 train loss: 0.7902 val loss: 0.2993 Epoch 62/100 ---------- lr: 0.001 train loss: 0.7949 val loss: 0.3426 Epoch 63/100 ---------- lr: 0.001 train loss: 0.7984 val loss: 0.2774 Epoch 64/100 ---------- lr: 0.001 train loss: 0.8912 val loss: 0.7319 Epoch 65/100 ---------- lr: 0.001 train loss: 0.8732 val loss: 0.2941 Epoch 66/100 ---------- lr: 0.001 train loss: 0.8638 val loss: 0.6185 Epoch 67/100 ---------- lr: 0.001 train loss: 0.8032 val loss: 0.2660 Epoch 68/100 ---------- lr: 0.001 train loss: 0.7560 val loss: 0.2514 Epoch 69/100 ---------- lr: 0.001 train loss: 0.7472 val loss: 0.2584 Epoch 70/100 ---------- lr: 0.001 train loss: 0.7556 val loss: 0.2862 Epoch 71/100 ---------- lr: 0.001 train loss: 0.7624 val loss: 0.2543 Epoch 72/100 ---------- lr: 0.001 train loss: 0.7443 val loss: 0.2507 Epoch 73/100 ---------- lr: 0.001 train loss: 0.7344 val loss: 0.2635 Epoch 74/100 ---------- lr: 0.001 train loss: 0.8247 val loss: 0.2704 Epoch 75/100 ---------- lr: 0.001 train loss: 0.7774 val loss: 0.2533 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7225 val loss: 0.2263 Epoch 77/100 ---------- lr: 0.001 train loss: 0.7271 val loss: 0.2513 Epoch 78/100 ---------- lr: 0.001 train loss: 0.7267 val loss: 0.2353 Epoch 79/100 ---------- lr: 0.001 train loss: 0.7295 val loss: 0.2450 Epoch 80/100 ---------- lr: 0.001 train loss: 0.7300 val loss: 0.2823 Epoch 81/100 ---------- lr: 0.001 train loss: 0.7199 val loss: 0.2335 Epoch 82/100 ---------- lr: 0.001 train loss: 0.7189 val loss: 0.2699 Epoch 83/100 ---------- lr: 0.001 train loss: 0.7763 val loss: 0.4923 Epoch 84/100 ---------- lr: 0.001 train loss: 0.7483 val loss: 0.2389 Epoch 85/100 ---------- lr: 0.001 train loss: 0.6983 val loss: 0.2243 Epoch 86/100 ---------- lr: 0.001 train loss: 0.7049 val loss: 0.2453 Epoch 87/100 ---------- lr: 0.001 train loss: 0.7094 val loss: 0.2593 Epoch 88/100 ---------- lr: 0.001 train loss: 0.8294 val loss: 0.5660 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7953 val loss: 0.2355 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7111 val loss: 0.2115 Epoch 91/100 ---------- lr: 0.001 train loss: 0.6922 val loss: 0.2027 Epoch 92/100 ---------- lr: 0.001 train loss: 0.7012 val loss: 0.2193 Epoch 93/100 ---------- lr: 0.001 train loss: 0.6925 val loss: 0.2044 Epoch 94/100 ---------- lr: 0.001 train loss: 0.7396 val loss: 0.2042 Epoch 95/100 ---------- lr: 0.001 train loss: 0.6883 val loss: 0.2357 Epoch 96/100 ---------- lr: 0.001 train loss: 0.7039 val loss: 0.1999 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6851 val loss: 0.2007 Epoch 98/100 ---------- lr: 0.001 train loss: 0.7243 val loss: 0.3886 Epoch 99/100 ---------- lr: 0.001 train loss: 0.7567 val loss: 0.2083 Epoch 100/100 ---------- lr: 0.001 train loss: 0.6804 val loss: 0.1950 Training complete in 18m 46s Best val loss: 0.1950 at epoch 100 Val MSE at best epoch: 0.0689