Epoch 1/100 ---------- lr: 0.001 train loss: 14.2985 val loss: 4.2447 Epoch 2/100 ---------- lr: 0.001 train loss: 4.3027 val loss: 3.2491 Epoch 3/100 ---------- lr: 0.001 train loss: 3.5411 val loss: 2.8347 Epoch 4/100 ---------- lr: 0.001 train loss: 3.0951 val loss: 3.2779 Epoch 5/100 ---------- lr: 0.001 train loss: 2.8269 val loss: 2.4496 Epoch 6/100 ---------- lr: 0.001 train loss: 2.5452 val loss: 1.8481 Epoch 7/100 ---------- lr: 0.001 train loss: 2.4274 val loss: 1.8901 Epoch 8/100 ---------- lr: 0.001 train loss: 2.1486 val loss: 1.7149 Epoch 9/100 ---------- lr: 0.001 train loss: 2.0993 val loss: 1.5855 Epoch 10/100 ---------- lr: 0.001 train loss: 2.0980 val loss: 1.2328 Epoch 11/100 ---------- lr: 0.001 train loss: 1.7363 val loss: 1.0975 Epoch 12/100 ---------- lr: 0.001 train loss: 1.5788 val loss: 0.9739 Epoch 13/100 ---------- lr: 0.001 train loss: 1.5187 val loss: 0.9959 Epoch 14/100 ---------- lr: 0.001 train loss: 1.6721 val loss: 1.3459 Epoch 15/100 ---------- lr: 0.001 train loss: 1.6951 val loss: 0.8944 Epoch 16/100 ---------- lr: 0.001 train loss: 1.3555 val loss: 0.9760 Epoch 17/100 ---------- lr: 0.001 train loss: 1.2905 val loss: 1.5867 Epoch 18/100 ---------- lr: 0.001 train loss: 1.3084 val loss: 0.7148 Epoch 19/100 ---------- lr: 0.001 train loss: 1.1387 val loss: 0.5940 Epoch 20/100 ---------- lr: 0.001 train loss: 1.0012 val loss: 0.5495 Epoch 21/100 ---------- lr: 0.001 train loss: 1.0490 val loss: 0.6276 Epoch 22/100 ---------- lr: 0.001 train loss: 1.0091 val loss: 0.6437 Epoch 23/100 ---------- lr: 0.001 train loss: 1.1714 val loss: 0.8062 Epoch 24/100 ---------- lr: 0.001 train loss: 1.1105 val loss: 0.4988 Epoch 25/100 ---------- lr: 0.001 train loss: 0.9082 val loss: 0.5533 Epoch 26/100 ---------- lr: 0.001 train loss: 0.8578 val loss: 0.4531 Epoch 27/100 ---------- lr: 0.001 train loss: 1.0553 val loss: 0.4789 Epoch 28/100 ---------- lr: 0.001 train loss: 0.8259 val loss: 0.4246 Epoch 29/100 ---------- lr: 0.001 train loss: 0.7891 val loss: 0.3605 Epoch 30/100 ---------- lr: 0.001 train loss: 0.8190 val loss: 0.5518 Epoch 31/100 ---------- lr: 0.001 train loss: 0.8000 val loss: 0.3473 Epoch 32/100 ---------- lr: 0.001 train loss: 0.7993 val loss: 0.4073 Epoch 33/100 ---------- lr: 0.001 train loss: 0.8068 val loss: 0.5098 Epoch 34/100 ---------- lr: 0.001 train loss: 1.0184 val loss: 0.7334 Epoch 35/100 ---------- lr: 0.001 train loss: 0.8425 val loss: 0.4050 Epoch 36/100 ---------- lr: 0.001 train loss: 0.8735 val loss: 0.3461 Epoch 37/100 ---------- lr: 0.001 train loss: 0.6724 val loss: 0.2953 Epoch 38/100 ---------- lr: 0.001 train loss: 0.6529 val loss: 0.3005 Epoch 39/100 ---------- lr: 0.001 train loss: 0.7077 val loss: 0.2851 Epoch 40/100 ---------- lr: 0.001 train loss: 0.6411 val loss: 0.3792 Epoch 41/100 ---------- lr: 0.001 train loss: 0.7440 val loss: 0.3301 Epoch 42/100 ---------- lr: 0.001 train loss: 0.6690 val loss: 0.2658 Epoch 43/100 ---------- lr: 0.001 train loss: 0.6822 val loss: 0.3377 Epoch 44/100 ---------- lr: 0.001 train loss: 1.0819 val loss: 0.5186 Epoch 45/100 ---------- lr: 0.001 train loss: 0.6950 val loss: 0.2822 Epoch 46/100 ---------- lr: 0.001 train loss: 0.6166 val loss: 0.2365 Epoch 47/100 ---------- lr: 0.001 train loss: 0.5966 val loss: 0.2518 Epoch 48/100 ---------- lr: 0.001 train loss: 0.5952 val loss: 0.2277 Epoch 49/100 ---------- lr: 0.001 train loss: 0.5947 val loss: 0.2409 Epoch 50/100 ---------- lr: 0.001 train loss: 0.5994 val loss: 0.2359 Epoch 51/100 ---------- lr: 0.001 train loss: 0.6350 val loss: 0.2690 Epoch 52/100 ---------- lr: 0.001 train loss: 0.9987 val loss: 0.5063 Epoch 53/100 ---------- lr: 0.001 train loss: 0.6587 val loss: 0.2334 Epoch 54/100 ---------- lr: 0.001 train loss: 0.5807 val loss: 0.2087 Epoch 55/100 ---------- lr: 0.001 train loss: 0.5608 val loss: 0.2036 Epoch 56/100 ---------- lr: 0.001 train loss: 0.5545 val loss: 0.2027 Epoch 57/100 ---------- lr: 0.001 train loss: 0.5555 val loss: 0.2034 Epoch 58/100 ---------- lr: 0.001 train loss: 0.6915 val loss: 0.3602 Epoch 59/100 ---------- lr: 0.001 train loss: 0.7733 val loss: 0.3431 Epoch 60/100 ---------- lr: 0.001 train loss: 0.6272 val loss: 0.2005 Epoch 61/100 ---------- lr: 0.001 train loss: 0.5510 val loss: 0.1806 Epoch 62/100 ---------- lr: 0.001 train loss: 0.5413 val loss: 0.1916 Epoch 63/100 ---------- lr: 0.001 train loss: 0.5466 val loss: 0.1856 Epoch 64/100 ---------- lr: 0.001 train loss: 0.5468 val loss: 0.1944 Epoch 65/100 ---------- lr: 0.001 train loss: 0.5504 val loss: 0.2273 Epoch 66/100 ---------- lr: 0.001 train loss: 0.6427 val loss: 0.2011 Epoch 67/100 ---------- lr: 0.001 train loss: 0.5510 val loss: 0.1779 Epoch 68/100 ---------- lr: 0.001 train loss: 0.5352 val loss: 0.1676 Epoch 69/100 ---------- lr: 0.001 train loss: 0.5391 val loss: 0.1884 Epoch 70/100 ---------- lr: 0.001 train loss: 0.6049 val loss: 0.1889 Epoch 71/100 ---------- lr: 0.001 train loss: 0.5970 val loss: 0.1931 Epoch 72/100 ---------- lr: 0.001 train loss: 0.5436 val loss: 0.1769 Epoch 73/100 ---------- lr: 0.001 train loss: 0.5797 val loss: 0.2072 Epoch 74/100 ---------- lr: 0.001 train loss: 0.5380 val loss: 0.1548 Epoch 75/100 ---------- lr: 0.001 train loss: 0.5083 val loss: 0.1698 Epoch 76/100 ---------- lr: 0.001 train loss: 0.5235 val loss: 0.1811 Epoch 77/100 ---------- lr: 0.001 train loss: 0.9341 val loss: 0.3016 Epoch 78/100 ---------- lr: 0.001 train loss: 0.5770 val loss: 0.1873 Epoch 79/100 ---------- lr: 0.001 train loss: 0.5234 val loss: 0.1708 Epoch 80/100 ---------- lr: 0.001 train loss: 0.5081 val loss: 0.1598 Epoch 81/100 ---------- lr: 0.001 train loss: 0.5021 val loss: 0.1615 Epoch 82/100 ---------- lr: 0.001 train loss: 0.4970 val loss: 0.1575 Epoch 83/100 ---------- lr: 0.001 train loss: 0.5007 val loss: 0.1503 Epoch 84/100 ---------- lr: 0.001 train loss: 0.5044 val loss: 0.1559 Epoch 85/100 ---------- lr: 0.001 train loss: 0.5062 val loss: 0.1645 Epoch 86/100 ---------- lr: 0.001 train loss: 0.8037 val loss: 0.4263 Epoch 87/100 ---------- lr: 0.001 train loss: 0.5922 val loss: 0.1845 Epoch 88/100 ---------- lr: 0.001 train loss: 0.5200 val loss: 0.1647 Epoch 89/100 ---------- lr: 0.001 train loss: 0.5003 val loss: 0.1541 Epoch 90/100 ---------- lr: 0.001 train loss: 0.4910 val loss: 0.1436 Epoch 91/100 ---------- lr: 0.001 train loss: 0.4915 val loss: 0.1530 Epoch 92/100 ---------- lr: 0.001 train loss: 0.4950 val loss: 0.1626 Epoch 93/100 ---------- lr: 0.001 train loss: 0.5000 val loss: 0.1630 Epoch 94/100 ---------- lr: 0.001 train loss: 0.5075 val loss: 0.1539 Epoch 95/100 ---------- lr: 0.001 train loss: 0.5104 val loss: 0.1579 Epoch 96/100 ---------- lr: 0.001 train loss: 0.5074 val loss: 0.1576 Epoch 97/100 ---------- lr: 0.001 train loss: 0.4920 val loss: 0.1512 Epoch 98/100 ---------- lr: 0.001 train loss: 0.5758 val loss: 0.2030 Epoch 99/100 ---------- lr: 0.001 train loss: 0.5349 val loss: 0.1852 Epoch 100/100 ---------- lr: 0.001 train loss: 0.4920 val loss: 0.1673 Training complete in 33m 3s Best val loss: 0.1436 at epoch 90 Val MSE at best epoch: 0.0588