Epoch 1/100 ---------- lr: 0.01 train loss: 11.9490 val loss: 4.4837 Epoch 2/100 ---------- lr: 0.01 train loss: 4.3612 val loss: 3.2801 Epoch 3/100 ---------- lr: 0.01 train loss: 4.0610 val loss: 4.0114 Epoch 4/100 ---------- lr: 0.01 train loss: 4.5534 val loss: 3.3913 Epoch 5/100 ---------- lr: 0.01 train loss: 3.2436 val loss: 2.8633 Epoch 6/100 ---------- lr: 0.01 train loss: 2.7483 val loss: 1.8987 Epoch 7/100 ---------- lr: 0.01 train loss: 2.7370 val loss: 2.5222 Epoch 8/100 ---------- lr: 0.01 train loss: 2.5293 val loss: 1.9800 Epoch 9/100 ---------- lr: 0.01 train loss: 2.4714 val loss: 1.6367 Epoch 10/100 ---------- lr: 0.01 train loss: 2.1105 val loss: 1.8088 Epoch 11/100 ---------- lr: 0.01 train loss: 2.3807 val loss: 1.3338 Epoch 12/100 ---------- lr: 0.01 train loss: 2.0715 val loss: 1.6430 Epoch 13/100 ---------- lr: 0.01 train loss: 2.2510 val loss: 3.6538 Epoch 14/100 ---------- lr: 0.01 train loss: 4.8651 val loss: 12.3986 Epoch 15/100 ---------- lr: 0.01 train loss: 9.9350 val loss: 11.5493 Epoch 16/100 ---------- lr: 0.01 train loss: 12.7628 val loss: 10.2909 Epoch 17/100 ---------- lr: 0.01 train loss: 9.3610 val loss: 8.7934 Epoch 18/100 ---------- lr: 0.01 train loss: 8.6728 val loss: 7.1013 Epoch 19/100 ---------- lr: 0.01 train loss: 7.1859 val loss: 6.4819 Epoch 20/100 ---------- lr: 0.01 train loss: 7.3538 val loss: 6.1065 Epoch 21/100 ---------- lr: 0.01 train loss: 6.8917 val loss: 6.2369 Epoch 22/100 ---------- lr: 0.01 train loss: 6.4905 val loss: 5.8387 Epoch 23/100 ---------- lr: 0.01 train loss: 7.1090 val loss: 6.4105 Epoch 24/100 ---------- lr: 0.01 train loss: 6.6902 val loss: 5.2790 Epoch 25/100 ---------- lr: 0.01 train loss: 7.0991 val loss: 6.1272 Epoch 26/100 ---------- lr: 0.01 train loss: 7.2909 val loss: 5.8459 Epoch 27/100 ---------- lr: 0.01 train loss: 6.9582 val loss: 6.5452 Epoch 28/100 ---------- lr: 0.01 train loss: 7.9787 val loss: 6.8486 Epoch 29/100 ---------- lr: 0.01 train loss: 9.3431 val loss: 8.8414 Epoch 30/100 ---------- lr: 0.01 train loss: 8.6392 val loss: 6.4565 Epoch 31/100 ---------- lr: 0.01 train loss: 7.8179 val loss: 8.3519 Epoch 32/100 ---------- lr: 0.01 train loss: 9.6015 val loss: 6.8541 Epoch 33/100 ---------- lr: 0.005 train loss: 7.1453 val loss: 5.7589 Epoch 34/100 ---------- lr: 0.005 train loss: 6.4987 val loss: 5.6301 Epoch 35/100 ---------- lr: 0.005 train loss: 6.3107 val loss: 5.1690 Epoch 36/100 ---------- lr: 0.005 train loss: 5.9921 val loss: 5.3419 Epoch 37/100 ---------- lr: 0.005 train loss: 5.9889 val loss: 5.3528 Epoch 38/100 ---------- lr: 0.005 train loss: 6.2417 val loss: 5.7210 Epoch 39/100 ---------- lr: 0.005 train loss: 6.1984 val loss: 5.5529 Epoch 40/100 ---------- lr: 0.005 train loss: 6.2993 val loss: 5.6360 Epoch 41/100 ---------- lr: 0.005 train loss: 6.1993 val loss: 6.4180 Epoch 42/100 ---------- lr: 0.005 train loss: 6.6733 val loss: 5.9775 Epoch 43/100 ---------- lr: 0.005 train loss: 6.2145 val loss: 5.4789 Epoch 44/100 ---------- lr: 0.005 train loss: 6.9283 val loss: 7.0583 Epoch 45/100 ---------- lr: 0.005 train loss: 6.8027 val loss: 5.8246 Epoch 46/100 ---------- lr: 0.005 train loss: 6.3424 val loss: 6.0321 Epoch 47/100 ---------- lr: 0.005 train loss: 6.0663 val loss: 5.7480 Epoch 48/100 ---------- lr: 0.005 train loss: 5.9639 val loss: 5.4003 Epoch 49/100 ---------- lr: 0.005 train loss: 5.9637 val loss: 5.7137 Epoch 50/100 ---------- lr: 0.005 train loss: 5.8209 val loss: 5.4203 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7265 val loss: 4.9272 Epoch 52/100 ---------- lr: 0.005 train loss: 5.7897 val loss: 5.6242 Epoch 53/100 ---------- lr: 0.005 train loss: 5.7030 val loss: 5.2084 Epoch 54/100 ---------- lr: 0.0025 train loss: 5.2487 val loss: 4.5387 Epoch 55/100 ---------- lr: 0.0025 train loss: 5.0892 val loss: 4.5191 Epoch 56/100 ---------- lr: 0.0025 train loss: 5.0344 val loss: 4.5225 Epoch 57/100 ---------- lr: 0.0025 train loss: 4.8649 val loss: 4.3289 Epoch 58/100 ---------- lr: 0.0025 train loss: 4.7779 val loss: 4.2808 Epoch 59/100 ---------- lr: 0.0025 train loss: 4.6606 val loss: 4.0587 Epoch 60/100 ---------- lr: 0.0025 train loss: 4.5406 val loss: 4.0033 Epoch 61/100 ---------- lr: 0.0025 train loss: 4.4761 val loss: 3.9468 Epoch 62/100 ---------- lr: 0.0025 train loss: 4.4255 val loss: 3.8831 Epoch 63/100 ---------- lr: 0.0025 train loss: 4.4320 val loss: 3.9173 Epoch 64/100 ---------- lr: 0.0025 train loss: 4.5342 val loss: 3.9526 Epoch 65/100 ---------- lr: 0.0025 train loss: 4.6257 val loss: 4.1098 Epoch 66/100 ---------- lr: 0.0025 train loss: 4.5448 val loss: 3.9144 Epoch 67/100 ---------- lr: 0.0025 train loss: 4.5415 val loss: 4.1485 Epoch 68/100 ---------- lr: 0.0025 train loss: 4.6242 val loss: 4.1062 Epoch 69/100 ---------- lr: 0.0025 train loss: 4.4403 val loss: 3.9978 Epoch 70/100 ---------- lr: 0.0025 train loss: 4.4901 val loss: 4.1008 Epoch 71/100 ---------- lr: 0.0025 train loss: 4.5949 val loss: 4.0356 Epoch 72/100 ---------- lr: 0.0025 train loss: 4.5019 val loss: 3.8903 Epoch 73/100 ---------- lr: 0.0025 train loss: 4.5610 val loss: 4.0749 Epoch 74/100 ---------- lr: 0.0025 train loss: 4.5200 val loss: 3.9229 Epoch 75/100 ---------- lr: 0.00125 train loss: 4.3780 val loss: 3.7848 Epoch 76/100 ---------- lr: 0.00125 train loss: 4.2749 val loss: 3.7590 Epoch 77/100 ---------- lr: 0.00125 train loss: 4.2448 val loss: 3.7870 Epoch 78/100 ---------- lr: 0.00125 train loss: 4.3297 val loss: 3.9567 Epoch 79/100 ---------- lr: 0.00125 train loss: 4.3381 val loss: 3.8938 Epoch 80/100 ---------- lr: 0.00125 train loss: 4.2042 val loss: 3.8437 Epoch 81/100 ---------- lr: 0.00125 train loss: 4.1161 val loss: 3.6939 Epoch 82/100 ---------- lr: 0.00125 train loss: 4.0637 val loss: 3.6039 Epoch 83/100 ---------- lr: 0.00125 train loss: 3.9843 val loss: 3.7239 Epoch 84/100 ---------- lr: 0.00125 train loss: 3.9462 val loss: 3.5376 Epoch 85/100 ---------- lr: 0.00125 train loss: 3.9789 val loss: 3.4735 Epoch 86/100 ---------- lr: 0.00125 train loss: 3.9590 val loss: 3.6540 Epoch 87/100 ---------- lr: 0.00125 train loss: 3.9223 val loss: 3.5707 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.9265 val loss: 3.5020 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.9349 val loss: 3.4978 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.8813 val loss: 3.5630 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.8667 val loss: 3.4177 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.7979 val loss: 3.4206 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.7952 val loss: 3.3257 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.7511 val loss: 3.3230 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.7189 val loss: 3.3227 Epoch 96/100 ---------- lr: 0.000625 train loss: 3.6539 val loss: 3.3456 Epoch 97/100 ---------- lr: 0.000625 train loss: 3.6509 val loss: 3.2894 Epoch 98/100 ---------- lr: 0.000625 train loss: 3.6081 val loss: 3.2428 Epoch 99/100 ---------- lr: 0.000625 train loss: 3.5936 val loss: 3.1737 Epoch 100/100 ---------- lr: 0.000625 train loss: 3.6004 val loss: 3.1923 Training complete in 33m 53s Best val loss: 1.3338 at epoch 11 Val MSE at best epoch: 0.5689