Epoch 1/100 ---------- lr: 0.001 train loss: 22.1697 val loss: 5.0111 Epoch 2/100 ---------- lr: 0.001 train loss: 5.9045 val loss: 3.7312 Epoch 3/100 ---------- lr: 0.001 train loss: 5.0943 val loss: 3.3458 Epoch 4/100 ---------- lr: 0.001 train loss: 4.5868 val loss: 2.7387 Epoch 5/100 ---------- lr: 0.001 train loss: 4.2857 val loss: 2.6910 Epoch 6/100 ---------- lr: 0.001 train loss: 4.0178 val loss: 2.4941 Epoch 7/100 ---------- lr: 0.001 train loss: 3.7683 val loss: 2.2296 Epoch 8/100 ---------- lr: 0.001 train loss: 3.6582 val loss: 2.0789 Epoch 9/100 ---------- lr: 0.001 train loss: 3.4861 val loss: 2.2728 Epoch 10/100 ---------- lr: 0.001 train loss: 3.8269 val loss: 1.9596 Epoch 11/100 ---------- lr: 0.001 train loss: 3.3412 val loss: 1.7893 Epoch 12/100 ---------- lr: 0.001 train loss: 3.2785 val loss: 1.5829 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1579 val loss: 1.4853 Epoch 14/100 ---------- lr: 0.001 train loss: 3.0647 val loss: 1.6779 Epoch 15/100 ---------- lr: 0.001 train loss: 3.0454 val loss: 1.4371 Epoch 16/100 ---------- lr: 0.001 train loss: 2.9795 val loss: 1.4639 Epoch 17/100 ---------- lr: 0.001 train loss: 3.0105 val loss: 1.5486 Epoch 18/100 ---------- lr: 0.001 train loss: 2.9271 val loss: 1.3463 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8509 val loss: 1.4179 Epoch 20/100 ---------- lr: 0.001 train loss: 2.8484 val loss: 1.6434 Epoch 21/100 ---------- lr: 0.001 train loss: 2.7866 val loss: 1.5245 Epoch 22/100 ---------- lr: 0.001 train loss: 2.8653 val loss: 1.2882 Epoch 23/100 ---------- lr: 0.001 train loss: 2.7578 val loss: 1.1385 Epoch 24/100 ---------- lr: 0.001 train loss: 2.6765 val loss: 1.9303 Epoch 25/100 ---------- lr: 0.001 train loss: 2.8814 val loss: 1.1308 Epoch 26/100 ---------- lr: 0.001 train loss: 2.6010 val loss: 1.1226 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5559 val loss: 1.0405 Epoch 28/100 ---------- lr: 0.001 train loss: 2.5540 val loss: 1.0696 Epoch 29/100 ---------- lr: 0.001 train loss: 2.5393 val loss: 0.9849 Epoch 30/100 ---------- lr: 0.001 train loss: 2.4707 val loss: 0.9712 Epoch 31/100 ---------- lr: 0.001 train loss: 2.5602 val loss: 0.9696 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4337 val loss: 0.9657 Epoch 33/100 ---------- lr: 0.001 train loss: 2.4264 val loss: 0.9221 Epoch 34/100 ---------- lr: 0.001 train loss: 2.3665 val loss: 1.0033 Epoch 35/100 ---------- lr: 0.001 train loss: 2.3790 val loss: 0.8682 Epoch 36/100 ---------- lr: 0.001 train loss: 2.3234 val loss: 0.8499 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3132 val loss: 1.0205 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3201 val loss: 0.8397 Epoch 39/100 ---------- lr: 0.001 train loss: 2.2897 val loss: 0.8198 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2393 val loss: 0.8151 Epoch 41/100 ---------- lr: 0.001 train loss: 2.2854 val loss: 0.8343 Epoch 42/100 ---------- lr: 0.001 train loss: 2.2657 val loss: 0.8027 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2100 val loss: 0.7632 Epoch 44/100 ---------- lr: 0.001 train loss: 2.1839 val loss: 0.7635 Epoch 45/100 ---------- lr: 0.001 train loss: 2.1498 val loss: 0.7864 Epoch 46/100 ---------- lr: 0.001 train loss: 2.3603 val loss: 0.7783 Epoch 47/100 ---------- lr: 0.001 train loss: 2.1558 val loss: 0.6851 Epoch 48/100 ---------- lr: 0.001 train loss: 2.1634 val loss: 0.7269 Epoch 49/100 ---------- lr: 0.001 train loss: 2.1300 val loss: 0.6999 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1551 val loss: 0.6576 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1059 val loss: 0.6425 Epoch 52/100 ---------- lr: 0.001 train loss: 2.0941 val loss: 0.6676 Epoch 53/100 ---------- lr: 0.001 train loss: 2.1006 val loss: 0.6720 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1284 val loss: 0.6536 Epoch 55/100 ---------- lr: 0.001 train loss: 2.0762 val loss: 0.8041 Epoch 56/100 ---------- lr: 0.001 train loss: 2.0556 val loss: 0.6229 Epoch 57/100 ---------- lr: 0.001 train loss: 2.0499 val loss: 0.6295 Epoch 58/100 ---------- lr: 0.001 train loss: 2.0208 val loss: 0.6066 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0390 val loss: 0.6454 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0495 val loss: 0.6456 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0274 val loss: 0.7206 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0286 val loss: 0.6039 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0130 val loss: 0.5850 Epoch 64/100 ---------- lr: 0.001 train loss: 1.9864 val loss: 0.5815 Epoch 65/100 ---------- lr: 0.001 train loss: 1.9952 val loss: 0.6030 Epoch 66/100 ---------- lr: 0.001 train loss: 1.9894 val loss: 0.5357 Epoch 67/100 ---------- lr: 0.001 train loss: 1.9611 val loss: 0.5558 Epoch 68/100 ---------- lr: 0.001 train loss: 2.1002 val loss: 0.9939 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0277 val loss: 0.5421 Epoch 70/100 ---------- lr: 0.001 train loss: 1.9737 val loss: 0.5162 Epoch 71/100 ---------- lr: 0.001 train loss: 1.9320 val loss: 0.5257 Epoch 72/100 ---------- lr: 0.001 train loss: 1.9276 val loss: 0.5004 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9779 val loss: 0.6244 Epoch 74/100 ---------- lr: 0.001 train loss: 1.9517 val loss: 0.5575 Epoch 75/100 ---------- lr: 0.001 train loss: 2.0201 val loss: 0.5477 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9506 val loss: 0.6275 Epoch 77/100 ---------- lr: 0.001 train loss: 1.9237 val loss: 0.4983 Epoch 78/100 ---------- lr: 0.001 train loss: 1.9079 val loss: 0.4943 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9818 val loss: 0.6461 Epoch 80/100 ---------- lr: 0.001 train loss: 1.9555 val loss: 0.5266 Epoch 81/100 ---------- lr: 0.001 train loss: 1.8916 val loss: 0.5039 Epoch 82/100 ---------- lr: 0.001 train loss: 1.8963 val loss: 0.5206 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9004 val loss: 0.5200 Epoch 84/100 ---------- lr: 0.001 train loss: 1.9054 val loss: 0.4995 Epoch 85/100 ---------- lr: 0.001 train loss: 1.8955 val loss: 0.4893 Epoch 86/100 ---------- lr: 0.001 train loss: 1.8782 val loss: 0.4749 Epoch 87/100 ---------- lr: 0.001 train loss: 1.8984 val loss: 0.4744 Epoch 88/100 ---------- lr: 0.001 train loss: 1.8820 val loss: 0.5289 Epoch 89/100 ---------- lr: 0.001 train loss: 1.8788 val loss: 0.4781 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9593 val loss: 0.4969 Epoch 91/100 ---------- lr: 0.001 train loss: 1.8719 val loss: 0.4621 Epoch 92/100 ---------- lr: 0.001 train loss: 1.8557 val loss: 0.4338 Epoch 93/100 ---------- lr: 0.001 train loss: 1.8662 val loss: 0.5159 Epoch 94/100 ---------- lr: 0.001 train loss: 1.9112 val loss: 0.5021 Epoch 95/100 ---------- lr: 0.001 train loss: 1.8625 val loss: 0.4378 Epoch 96/100 ---------- lr: 0.001 train loss: 1.8425 val loss: 0.4526 Epoch 97/100 ---------- lr: 0.001 train loss: 1.8870 val loss: 0.4389 Epoch 98/100 ---------- lr: 0.001 train loss: 1.8381 val loss: 0.4314 Epoch 99/100 ---------- lr: 0.001 train loss: 1.8408 val loss: 0.4373 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8427 val loss: 0.5425 Training complete in 12m 23s Best val loss: 0.4314 at epoch 98 Val MSE at best epoch: 0.1823