Epoch 1/100 ---------- lr: 0.01 train loss: 8.8776 val loss: 3.6701 Epoch 2/100 ---------- lr: 0.01 train loss: 4.2496 val loss: 3.0073 Epoch 3/100 ---------- lr: 0.01 train loss: 3.4697 val loss: 2.5061 Epoch 4/100 ---------- lr: 0.01 train loss: 3.1792 val loss: 3.4448 Epoch 5/100 ---------- lr: 0.01 train loss: 3.6046 val loss: 2.1014 Epoch 6/100 ---------- lr: 0.01 train loss: 2.4108 val loss: 3.4763 Epoch 7/100 ---------- lr: 0.01 train loss: 2.5056 val loss: 1.7009 Epoch 8/100 ---------- lr: 0.01 train loss: 2.0895 val loss: 1.2003 Epoch 9/100 ---------- lr: 0.01 train loss: 1.8527 val loss: 1.3099 Epoch 10/100 ---------- lr: 0.01 train loss: 1.8264 val loss: 1.4530 Epoch 11/100 ---------- lr: 0.01 train loss: 5.6993 val loss: 10.3694 Epoch 12/100 ---------- lr: 0.01 train loss: 10.4191 val loss: 8.5468 Epoch 13/100 ---------- lr: 0.01 train loss: 11.9296 val loss: 10.6655 Epoch 14/100 ---------- lr: 0.01 train loss: 10.7570 val loss: 7.9268 Epoch 15/100 ---------- lr: 0.01 train loss: 9.9749 val loss: 10.3167 Epoch 16/100 ---------- lr: 0.01 train loss: 9.2603 val loss: 6.5860 Epoch 17/100 ---------- lr: 0.01 train loss: 7.6257 val loss: 6.3975 Epoch 18/100 ---------- lr: 0.01 train loss: 7.0284 val loss: 5.9188 Epoch 19/100 ---------- lr: 0.01 train loss: 6.5782 val loss: 6.2952 Epoch 20/100 ---------- lr: 0.01 train loss: 6.3777 val loss: 5.3178 Epoch 21/100 ---------- lr: 0.01 train loss: 5.9074 val loss: 4.8102 Epoch 22/100 ---------- lr: 0.01 train loss: 5.3892 val loss: 5.3922 Epoch 23/100 ---------- lr: 0.01 train loss: 5.3536 val loss: 4.5677 Epoch 24/100 ---------- lr: 0.01 train loss: 5.0335 val loss: 4.5150 Epoch 25/100 ---------- lr: 0.01 train loss: 5.0714 val loss: 5.1105 Epoch 26/100 ---------- lr: 0.01 train loss: 4.8374 val loss: 4.7359 Epoch 27/100 ---------- lr: 0.01 train loss: 4.5944 val loss: 4.1505 Epoch 28/100 ---------- lr: 0.01 train loss: 4.5247 val loss: 4.0897 Epoch 29/100 ---------- lr: 0.01 train loss: 4.6886 val loss: 4.0196 Epoch 30/100 ---------- lr: 0.005 train loss: 4.1479 val loss: 3.8917 Epoch 31/100 ---------- lr: 0.005 train loss: 4.2925 val loss: 3.8578 Epoch 32/100 ---------- lr: 0.005 train loss: 4.2716 val loss: 3.8723 Epoch 33/100 ---------- lr: 0.005 train loss: 4.2893 val loss: 4.0426 Epoch 34/100 ---------- lr: 0.005 train loss: 4.8039 val loss: 3.8963 Epoch 35/100 ---------- lr: 0.005 train loss: 4.5896 val loss: 3.9071 Epoch 36/100 ---------- lr: 0.005 train loss: 4.3546 val loss: 3.5682 Epoch 37/100 ---------- lr: 0.005 train loss: 4.2572 val loss: 3.3631 Epoch 38/100 ---------- lr: 0.005 train loss: 4.2081 val loss: 3.5187 Epoch 39/100 ---------- lr: 0.005 train loss: 4.0623 val loss: 3.3665 Epoch 40/100 ---------- lr: 0.005 train loss: 4.0472 val loss: 3.7089 Epoch 41/100 ---------- lr: 0.005 train loss: 4.2125 val loss: 3.5197 Epoch 42/100 ---------- lr: 0.005 train loss: 4.3464 val loss: 3.7016 Epoch 43/100 ---------- lr: 0.005 train loss: 4.2655 val loss: 3.5799 Epoch 44/100 ---------- lr: 0.005 train loss: 4.2909 val loss: 3.8761 Epoch 45/100 ---------- lr: 0.005 train loss: 5.2786 val loss: 5.7689 Epoch 46/100 ---------- lr: 0.005 train loss: 6.5076 val loss: 5.8836 Epoch 47/100 ---------- lr: 0.005 train loss: 6.2675 val loss: 4.7849 Epoch 48/100 ---------- lr: 0.005 train loss: 5.4969 val loss: 4.3866 Epoch 49/100 ---------- lr: 0.005 train loss: 5.1573 val loss: 4.3943 Epoch 50/100 ---------- lr: 0.005 train loss: 5.1272 val loss: 4.4037 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.8909 val loss: 4.1405 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.5912 val loss: 3.9423 Epoch 53/100 ---------- lr: 0.0025 train loss: 4.4944 val loss: 3.9682 Epoch 54/100 ---------- lr: 0.0025 train loss: 4.5246 val loss: 3.8324 Epoch 55/100 ---------- lr: 0.0025 train loss: 4.5945 val loss: 4.0083 Epoch 56/100 ---------- lr: 0.0025 train loss: 4.5567 val loss: 4.0334 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.5621 val loss: 3.8640 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.6287 val loss: 4.0762 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.4993 val loss: 3.9470 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.5372 val loss: 3.8898 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.4409 val loss: 3.8963 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.4217 val loss: 3.8855 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.3386 val loss: 3.6628 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.2268 val loss: 3.3610 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.0382 val loss: 3.3467 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.0156 val loss: 3.4815 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.0426 val loss: 3.4602 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.0205 val loss: 3.5020 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.0025 val loss: 3.3645 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.9640 val loss: 3.2116 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.8682 val loss: 3.5378 Epoch 72/100 ---------- lr: 0.00125 train loss: 3.7606 val loss: 3.2218 Epoch 73/100 ---------- lr: 0.00125 train loss: 3.7047 val loss: 3.2186 Epoch 74/100 ---------- lr: 0.00125 train loss: 3.6717 val loss: 3.2051 Epoch 75/100 ---------- lr: 0.00125 train loss: 3.6622 val loss: 3.1407 Epoch 76/100 ---------- lr: 0.00125 train loss: 3.6092 val loss: 3.1964 Epoch 77/100 ---------- lr: 0.00125 train loss: 3.5959 val loss: 3.0514 Epoch 78/100 ---------- lr: 0.00125 train loss: 3.5794 val loss: 3.0527 Epoch 79/100 ---------- lr: 0.00125 train loss: 3.5095 val loss: 3.0020 Epoch 80/100 ---------- lr: 0.00125 train loss: 3.5552 val loss: 3.1053 Epoch 81/100 ---------- lr: 0.00125 train loss: 3.5801 val loss: 3.0955 Epoch 82/100 ---------- lr: 0.00125 train loss: 3.5864 val loss: 2.9265 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.5310 val loss: 2.9904 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.5882 val loss: 3.1481 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.6590 val loss: 3.1557 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.6195 val loss: 3.0204 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.5524 val loss: 2.9889 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.5574 val loss: 2.9425 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.4693 val loss: 3.0632 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5630 val loss: 2.9417 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.4613 val loss: 2.9194 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.4221 val loss: 2.8463 Epoch 93/100 ---------- lr: 0.000625 train loss: 3.4042 val loss: 2.7765 Epoch 94/100 ---------- lr: 0.000625 train loss: 3.3556 val loss: 2.7405 Epoch 95/100 ---------- lr: 0.000625 train loss: 3.3188 val loss: 2.7668 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.3352 val loss: 2.7763 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.3004 val loss: 2.6835 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.2681 val loss: 2.7287 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.2888 val loss: 2.7508 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.2733 val loss: 2.7480 Training complete in 18m 38s Best val loss: 1.2003 at epoch 8 Val MSE at best epoch: 0.4978