Epoch 1/100 ---------- lr: 0.005 train loss: 17.1655 val loss: 5.0436 Epoch 2/100 ---------- lr: 0.005 train loss: 5.6030 val loss: 3.9481 Epoch 3/100 ---------- lr: 0.005 train loss: 4.6872 val loss: 3.1238 Epoch 4/100 ---------- lr: 0.005 train loss: 4.4267 val loss: 3.4205 Epoch 5/100 ---------- lr: 0.005 train loss: 3.8982 val loss: 2.6747 Epoch 6/100 ---------- lr: 0.005 train loss: 3.6624 val loss: 2.3242 Epoch 7/100 ---------- lr: 0.005 train loss: 3.0568 val loss: 2.0910 Epoch 8/100 ---------- lr: 0.005 train loss: 2.8225 val loss: 1.6483 Epoch 9/100 ---------- lr: 0.005 train loss: 2.8162 val loss: 1.9309 Epoch 10/100 ---------- lr: 0.005 train loss: 2.8063 val loss: 1.9447 Epoch 11/100 ---------- lr: 0.005 train loss: 2.9171 val loss: 1.5261 Epoch 12/100 ---------- lr: 0.005 train loss: 2.4287 val loss: 1.2788 Epoch 13/100 ---------- lr: 0.005 train loss: 2.1493 val loss: 1.7480 Epoch 14/100 ---------- lr: 0.005 train loss: 2.2101 val loss: 1.1946 Epoch 15/100 ---------- lr: 0.005 train loss: 2.1380 val loss: 1.4428 Epoch 16/100 ---------- lr: 0.005 train loss: 2.0983 val loss: 1.1935 Epoch 17/100 ---------- lr: 0.005 train loss: 2.2352 val loss: 0.9870 Epoch 18/100 ---------- lr: 0.005 train loss: 1.9187 val loss: 1.0536 Epoch 19/100 ---------- lr: 0.005 train loss: 1.8350 val loss: 0.9219 Epoch 20/100 ---------- lr: 0.005 train loss: 2.0474 val loss: 1.0786 Epoch 21/100 ---------- lr: 0.005 train loss: 1.7014 val loss: 0.7711 Epoch 22/100 ---------- lr: 0.005 train loss: 1.7441 val loss: 0.8004 Epoch 23/100 ---------- lr: 0.005 train loss: 2.1471 val loss: 1.3910 Epoch 24/100 ---------- lr: 0.005 train loss: 1.9567 val loss: 1.0730 Epoch 25/100 ---------- lr: 0.005 train loss: 1.6329 val loss: 0.6799 Epoch 26/100 ---------- lr: 0.005 train loss: 1.5489 val loss: 0.6846 Epoch 27/100 ---------- lr: 0.005 train loss: 1.4763 val loss: 0.6041 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5288 val loss: 0.9204 Epoch 29/100 ---------- lr: 0.005 train loss: 2.1847 val loss: 2.0944 Epoch 30/100 ---------- lr: 0.005 train loss: 2.1165 val loss: 0.8667 Epoch 31/100 ---------- lr: 0.005 train loss: 1.4799 val loss: 0.5930 Epoch 32/100 ---------- lr: 0.005 train loss: 1.5182 val loss: 0.6369 Epoch 33/100 ---------- lr: 0.005 train loss: 1.4163 val loss: 0.5097 Epoch 34/100 ---------- lr: 0.005 train loss: 1.3442 val loss: 0.5183 Epoch 35/100 ---------- lr: 0.005 train loss: 1.4484 val loss: 0.7898 Epoch 36/100 ---------- lr: 0.005 train loss: 1.4299 val loss: 0.7587 Epoch 37/100 ---------- lr: 0.005 train loss: 1.7724 val loss: 1.1647 Epoch 38/100 ---------- lr: 0.005 train loss: 1.9274 val loss: 0.8771 Epoch 39/100 ---------- lr: 0.005 train loss: 1.4394 val loss: 0.6174 Epoch 40/100 ---------- lr: 0.005 train loss: 1.3246 val loss: 0.5365 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2851 val loss: 0.5474 Epoch 42/100 ---------- lr: 0.005 train loss: 1.2711 val loss: 0.4203 Epoch 43/100 ---------- lr: 0.005 train loss: 1.3690 val loss: 0.7135 Epoch 44/100 ---------- lr: 0.005 train loss: 1.7188 val loss: 0.8129 Epoch 45/100 ---------- lr: 0.005 train loss: 1.9000 val loss: 1.2169 Epoch 46/100 ---------- lr: 0.005 train loss: 3.2590 val loss: 4.0514 Epoch 47/100 ---------- lr: 0.005 train loss: 4.0909 val loss: 2.8033 Epoch 48/100 ---------- lr: 0.005 train loss: 4.4350 val loss: 3.1012 Epoch 49/100 ---------- lr: 0.005 train loss: 4.3016 val loss: 4.2784 Epoch 50/100 ---------- lr: 0.005 train loss: 6.4884 val loss: 5.2098 Epoch 51/100 ---------- lr: 0.005 train loss: 5.8118 val loss: 4.6134 Epoch 52/100 ---------- lr: 0.005 train loss: 4.8113 val loss: 4.1285 Epoch 53/100 ---------- lr: 0.005 train loss: 4.2506 val loss: 3.5327 Epoch 54/100 ---------- lr: 0.005 train loss: 4.2698 val loss: 3.5220 Epoch 55/100 ---------- lr: 0.005 train loss: 3.9204 val loss: 3.5283 Epoch 56/100 ---------- lr: 0.005 train loss: 3.9572 val loss: 3.3766 Epoch 57/100 ---------- lr: 0.005 train loss: 4.5005 val loss: 4.1295 Epoch 58/100 ---------- lr: 0.005 train loss: 4.6812 val loss: 2.9889 Epoch 59/100 ---------- lr: 0.005 train loss: 4.0278 val loss: 3.0033 Epoch 60/100 ---------- lr: 0.005 train loss: 4.0615 val loss: 2.7541 Epoch 61/100 ---------- lr: 0.005 train loss: 3.9433 val loss: 3.7563 Epoch 62/100 ---------- lr: 0.005 train loss: 4.2896 val loss: 3.7847 Epoch 63/100 ---------- lr: 0.005 train loss: 4.2442 val loss: 2.9916 Epoch 64/100 ---------- lr: 0.0025 train loss: 3.7966 val loss: 2.4102 Epoch 65/100 ---------- lr: 0.0025 train loss: 3.5455 val loss: 2.7915 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.7250 val loss: 2.5941 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.4450 val loss: 2.5368 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.5950 val loss: 2.6501 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.6784 val loss: 2.5318 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.5137 val loss: 2.3806 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.3374 val loss: 2.2903 Epoch 72/100 ---------- lr: 0.0025 train loss: 3.4928 val loss: 2.4687 Epoch 73/100 ---------- lr: 0.0025 train loss: 3.3599 val loss: 2.3961 Epoch 74/100 ---------- lr: 0.0025 train loss: 3.5785 val loss: 3.1908 Epoch 75/100 ---------- lr: 0.0025 train loss: 4.4048 val loss: 3.5904 Epoch 76/100 ---------- lr: 0.0025 train loss: 4.4015 val loss: 3.2191 Epoch 77/100 ---------- lr: 0.0025 train loss: 4.3392 val loss: 3.1247 Epoch 78/100 ---------- lr: 0.0025 train loss: 4.0172 val loss: 2.8214 Epoch 79/100 ---------- lr: 0.0025 train loss: 3.7437 val loss: 2.8495 Epoch 80/100 ---------- lr: 0.0025 train loss: 3.8916 val loss: 2.9695 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.6770 val loss: 2.7943 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.4999 val loss: 2.7460 Epoch 83/100 ---------- lr: 0.0025 train loss: 3.7660 val loss: 2.9340 Epoch 84/100 ---------- lr: 0.0025 train loss: 3.6253 val loss: 2.6122 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.3733 val loss: 2.4907 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.2375 val loss: 2.3349 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.1901 val loss: 2.3094 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.1618 val loss: 2.3247 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.1304 val loss: 2.2179 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.0706 val loss: 2.0979 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.0709 val loss: 2.1607 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.0898 val loss: 2.2098 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.1579 val loss: 2.1353 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.0542 val loss: 2.1251 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.9991 val loss: 2.1496 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.0609 val loss: 2.1867 Epoch 97/100 ---------- lr: 0.00125 train loss: 3.0928 val loss: 2.2028 Epoch 98/100 ---------- lr: 0.00125 train loss: 3.0254 val loss: 2.1703 Epoch 99/100 ---------- lr: 0.00125 train loss: 3.0405 val loss: 2.2841 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.9945 val loss: 2.2581 Training complete in 15m 45s Best val loss: 0.4203 at epoch 42 Val MSE at best epoch: 0.1529