Epoch 1/100 ---------- lr: 0.001 train loss: 24.8350 val loss: 5.6700 Epoch 2/100 ---------- lr: 0.001 train loss: 5.8528 val loss: 4.2767 Epoch 3/100 ---------- lr: 0.001 train loss: 4.4737 val loss: 3.2631 Epoch 4/100 ---------- lr: 0.001 train loss: 3.7558 val loss: 2.7950 Epoch 5/100 ---------- lr: 0.001 train loss: 3.5046 val loss: 2.5177 Epoch 6/100 ---------- lr: 0.001 train loss: 2.9332 val loss: 2.2236 Epoch 7/100 ---------- lr: 0.001 train loss: 2.6594 val loss: 1.9776 Epoch 8/100 ---------- lr: 0.001 train loss: 2.5198 val loss: 1.8798 Epoch 9/100 ---------- lr: 0.001 train loss: 2.2166 val loss: 1.5321 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0757 val loss: 1.6956 Epoch 11/100 ---------- lr: 0.001 train loss: 2.3291 val loss: 1.2224 Epoch 12/100 ---------- lr: 0.001 train loss: 1.7756 val loss: 1.1970 Epoch 13/100 ---------- lr: 0.001 train loss: 1.7900 val loss: 1.4754 Epoch 14/100 ---------- lr: 0.001 train loss: 1.7389 val loss: 1.4227 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6692 val loss: 1.1819 Epoch 16/100 ---------- lr: 0.001 train loss: 1.4154 val loss: 0.8266 Epoch 17/100 ---------- lr: 0.001 train loss: 1.6209 val loss: 0.9065 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3254 val loss: 1.0451 Epoch 19/100 ---------- lr: 0.001 train loss: 1.3941 val loss: 0.7899 Epoch 20/100 ---------- lr: 0.001 train loss: 1.3691 val loss: 0.7193 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0858 val loss: 0.6232 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0663 val loss: 0.8007 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1911 val loss: 0.8205 Epoch 24/100 ---------- lr: 0.001 train loss: 1.0501 val loss: 0.5731 Epoch 25/100 ---------- lr: 0.001 train loss: 2.2714 val loss: 1.1550 Epoch 26/100 ---------- lr: 0.001 train loss: 1.1792 val loss: 0.5701 Epoch 27/100 ---------- lr: 0.001 train loss: 0.9982 val loss: 0.5277 Epoch 28/100 ---------- lr: 0.001 train loss: 0.9443 val loss: 0.5756 Epoch 29/100 ---------- lr: 0.001 train loss: 0.9376 val loss: 0.4593 Epoch 30/100 ---------- lr: 0.001 train loss: 1.0004 val loss: 0.5973 Epoch 31/100 ---------- lr: 0.001 train loss: 1.1433 val loss: 0.9358 Epoch 32/100 ---------- lr: 0.001 train loss: 1.0026 val loss: 0.4598 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8377 val loss: 0.4522 Epoch 34/100 ---------- lr: 0.001 train loss: 0.8225 val loss: 0.4090 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8603 val loss: 0.7244 Epoch 36/100 ---------- lr: 0.001 train loss: 1.4043 val loss: 0.9892 Epoch 37/100 ---------- lr: 0.001 train loss: 0.9054 val loss: 0.4016 Epoch 38/100 ---------- lr: 0.001 train loss: 0.7735 val loss: 0.3478 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7443 val loss: 0.4373 Epoch 40/100 ---------- lr: 0.001 train loss: 0.7538 val loss: 0.3414 Epoch 41/100 ---------- lr: 0.001 train loss: 0.8209 val loss: 0.3503 Epoch 42/100 ---------- lr: 0.001 train loss: 0.8511 val loss: 0.4298 Epoch 43/100 ---------- lr: 0.001 train loss: 0.9129 val loss: 0.5010 Epoch 44/100 ---------- lr: 0.001 train loss: 1.2002 val loss: 0.4795 Epoch 45/100 ---------- lr: 0.001 train loss: 0.7511 val loss: 0.3166 Epoch 46/100 ---------- lr: 0.001 train loss: 0.7104 val loss: 0.3005 Epoch 47/100 ---------- lr: 0.001 train loss: 0.6791 val loss: 0.2789 Epoch 48/100 ---------- lr: 0.001 train loss: 0.6691 val loss: 0.2937 Epoch 49/100 ---------- lr: 0.001 train loss: 0.6831 val loss: 0.3230 Epoch 50/100 ---------- lr: 0.001 train loss: 0.9612 val loss: 1.4925 Epoch 51/100 ---------- lr: 0.001 train loss: 1.2096 val loss: 0.4504 Epoch 52/100 ---------- lr: 0.001 train loss: 0.7249 val loss: 0.3073 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6560 val loss: 0.2799 Epoch 54/100 ---------- lr: 0.001 train loss: 0.6519 val loss: 0.2598 Epoch 55/100 ---------- lr: 0.001 train loss: 0.6555 val loss: 0.2747 Epoch 56/100 ---------- lr: 0.001 train loss: 0.6301 val loss: 0.2527 Epoch 57/100 ---------- lr: 0.001 train loss: 0.6239 val loss: 0.2645 Epoch 58/100 ---------- lr: 0.001 train loss: 0.8081 val loss: 0.6256 Epoch 59/100 ---------- lr: 0.001 train loss: 1.0442 val loss: 0.4080 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6919 val loss: 0.3099 Epoch 61/100 ---------- lr: 0.001 train loss: 0.6294 val loss: 0.2317 Epoch 62/100 ---------- lr: 0.001 train loss: 0.6021 val loss: 0.2297 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5925 val loss: 0.2289 Epoch 64/100 ---------- lr: 0.001 train loss: 0.6029 val loss: 0.2337 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5986 val loss: 0.2312 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6287 val loss: 0.2592 Epoch 67/100 ---------- lr: 0.001 train loss: 0.7472 val loss: 0.2847 Epoch 68/100 ---------- lr: 0.001 train loss: 0.6122 val loss: 0.2208 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5795 val loss: 0.2005 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6276 val loss: 0.3164 Epoch 71/100 ---------- lr: 0.001 train loss: 0.6734 val loss: 0.2205 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5756 val loss: 0.2242 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5725 val loss: 0.2224 Epoch 74/100 ---------- lr: 0.001 train loss: 0.7320 val loss: 0.2396 Epoch 75/100 ---------- lr: 0.001 train loss: 0.6220 val loss: 0.4628 Epoch 76/100 ---------- lr: 0.001 train loss: 0.7853 val loss: 0.3858 Epoch 77/100 ---------- lr: 0.001 train loss: 0.6470 val loss: 0.2201 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5589 val loss: 0.1985 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5491 val loss: 0.2185 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5536 val loss: 0.1991 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5571 val loss: 0.2107 Epoch 82/100 ---------- lr: 0.001 train loss: 0.5626 val loss: 0.2147 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5589 val loss: 0.2243 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5676 val loss: 0.2559 Epoch 85/100 ---------- lr: 0.001 train loss: 0.7271 val loss: 0.5894 Epoch 86/100 ---------- lr: 0.001 train loss: 0.6231 val loss: 0.1950 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5484 val loss: 0.1767 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5354 val loss: 0.2467 Epoch 89/100 ---------- lr: 0.001 train loss: 0.7573 val loss: 1.0347 Epoch 90/100 ---------- lr: 0.001 train loss: 0.7734 val loss: 0.2255 Epoch 91/100 ---------- lr: 0.001 train loss: 0.5752 val loss: 0.1967 Epoch 92/100 ---------- lr: 0.001 train loss: 0.5431 val loss: 0.1900 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5337 val loss: 0.1869 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5280 val loss: 0.1753 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5263 val loss: 0.1773 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5304 val loss: 0.1737 Epoch 97/100 ---------- lr: 0.001 train loss: 0.6114 val loss: 0.4754 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5945 val loss: 0.1787 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5227 val loss: 0.1627 Epoch 100/100 ---------- lr: 0.001 train loss: 0.5166 val loss: 0.1791 Training complete in 34m 16s Best val loss: 0.1627 at epoch 99 Val MSE at best epoch: 0.0576