Epoch 1/100 ---------- lr: 0.001 train loss: 36.0407 val loss: 14.2508 Epoch 2/100 ---------- lr: 0.001 train loss: 8.2301 val loss: 4.2370 Epoch 3/100 ---------- lr: 0.001 train loss: 5.8477 val loss: 3.8890 Epoch 4/100 ---------- lr: 0.001 train loss: 5.0476 val loss: 2.9107 Epoch 5/100 ---------- lr: 0.001 train loss: 4.6234 val loss: 2.6994 Epoch 6/100 ---------- lr: 0.001 train loss: 4.2828 val loss: 2.4734 Epoch 7/100 ---------- lr: 0.001 train loss: 4.0561 val loss: 2.2474 Epoch 8/100 ---------- lr: 0.001 train loss: 3.8220 val loss: 2.1459 Epoch 9/100 ---------- lr: 0.001 train loss: 3.6715 val loss: 1.8708 Epoch 10/100 ---------- lr: 0.001 train loss: 3.4995 val loss: 1.7970 Epoch 11/100 ---------- lr: 0.001 train loss: 3.4252 val loss: 1.6640 Epoch 12/100 ---------- lr: 0.001 train loss: 3.3068 val loss: 1.6930 Epoch 13/100 ---------- lr: 0.001 train loss: 3.1807 val loss: 1.7187 Epoch 14/100 ---------- lr: 0.001 train loss: 3.3449 val loss: 2.0583 Epoch 15/100 ---------- lr: 0.001 train loss: 3.1424 val loss: 1.5508 Epoch 16/100 ---------- lr: 0.001 train loss: 3.0744 val loss: 1.5372 Epoch 17/100 ---------- lr: 0.001 train loss: 2.9553 val loss: 1.3953 Epoch 18/100 ---------- lr: 0.001 train loss: 2.8640 val loss: 1.3485 Epoch 19/100 ---------- lr: 0.001 train loss: 2.8497 val loss: 1.2906 Epoch 20/100 ---------- lr: 0.001 train loss: 2.9142 val loss: 1.6625 Epoch 21/100 ---------- lr: 0.001 train loss: 2.8483 val loss: 1.3373 Epoch 22/100 ---------- lr: 0.001 train loss: 2.7278 val loss: 1.1899 Epoch 23/100 ---------- lr: 0.001 train loss: 2.6907 val loss: 1.2332 Epoch 24/100 ---------- lr: 0.001 train loss: 2.7179 val loss: 1.3042 Epoch 25/100 ---------- lr: 0.001 train loss: 2.6498 val loss: 1.1241 Epoch 26/100 ---------- lr: 0.001 train loss: 2.5963 val loss: 1.0724 Epoch 27/100 ---------- lr: 0.001 train loss: 2.5878 val loss: 1.3541 Epoch 28/100 ---------- lr: 0.001 train loss: 2.6600 val loss: 1.0553 Epoch 29/100 ---------- lr: 0.001 train loss: 2.5338 val loss: 1.0744 Epoch 30/100 ---------- lr: 0.001 train loss: 2.5238 val loss: 0.9994 Epoch 31/100 ---------- lr: 0.001 train loss: 2.4976 val loss: 0.9436 Epoch 32/100 ---------- lr: 0.001 train loss: 2.4529 val loss: 1.0028 Epoch 33/100 ---------- lr: 0.001 train loss: 2.4337 val loss: 1.0811 Epoch 34/100 ---------- lr: 0.001 train loss: 2.4072 val loss: 1.0561 Epoch 35/100 ---------- lr: 0.001 train loss: 2.7708 val loss: 1.1098 Epoch 36/100 ---------- lr: 0.001 train loss: 2.4324 val loss: 0.9718 Epoch 37/100 ---------- lr: 0.001 train loss: 2.3475 val loss: 0.8955 Epoch 38/100 ---------- lr: 0.001 train loss: 2.3138 val loss: 0.8457 Epoch 39/100 ---------- lr: 0.001 train loss: 2.3105 val loss: 0.8418 Epoch 40/100 ---------- lr: 0.001 train loss: 2.2861 val loss: 0.9003 Epoch 41/100 ---------- lr: 0.001 train loss: 2.3186 val loss: 0.8227 Epoch 42/100 ---------- lr: 0.001 train loss: 2.2606 val loss: 0.7946 Epoch 43/100 ---------- lr: 0.001 train loss: 2.2505 val loss: 0.9088 Epoch 44/100 ---------- lr: 0.001 train loss: 2.2722 val loss: 0.7397 Epoch 45/100 ---------- lr: 0.001 train loss: 2.2208 val loss: 0.7585 Epoch 46/100 ---------- lr: 0.001 train loss: 2.1931 val loss: 0.7509 Epoch 47/100 ---------- lr: 0.001 train loss: 2.3414 val loss: 0.9167 Epoch 48/100 ---------- lr: 0.001 train loss: 2.2478 val loss: 1.0769 Epoch 49/100 ---------- lr: 0.001 train loss: 2.3130 val loss: 0.7850 Epoch 50/100 ---------- lr: 0.001 train loss: 2.1838 val loss: 0.6972 Epoch 51/100 ---------- lr: 0.001 train loss: 2.1521 val loss: 0.7209 Epoch 52/100 ---------- lr: 0.001 train loss: 2.1451 val loss: 0.7051 Epoch 53/100 ---------- lr: 0.001 train loss: 2.2301 val loss: 0.7696 Epoch 54/100 ---------- lr: 0.001 train loss: 2.1631 val loss: 0.6655 Epoch 55/100 ---------- lr: 0.001 train loss: 2.1009 val loss: 0.6432 Epoch 56/100 ---------- lr: 0.001 train loss: 2.1041 val loss: 0.6975 Epoch 57/100 ---------- lr: 0.001 train loss: 2.1292 val loss: 0.6428 Epoch 58/100 ---------- lr: 0.001 train loss: 2.1494 val loss: 0.6481 Epoch 59/100 ---------- lr: 0.001 train loss: 2.0847 val loss: 0.6143 Epoch 60/100 ---------- lr: 0.001 train loss: 2.0647 val loss: 0.6488 Epoch 61/100 ---------- lr: 0.001 train loss: 2.0684 val loss: 0.7260 Epoch 62/100 ---------- lr: 0.001 train loss: 2.0848 val loss: 0.6194 Epoch 63/100 ---------- lr: 0.001 train loss: 2.0929 val loss: 0.6599 Epoch 64/100 ---------- lr: 0.001 train loss: 2.2741 val loss: 0.6542 Epoch 65/100 ---------- lr: 0.001 train loss: 2.1122 val loss: 0.6438 Epoch 66/100 ---------- lr: 0.001 train loss: 2.0342 val loss: 0.5893 Epoch 67/100 ---------- lr: 0.001 train loss: 2.0260 val loss: 0.6149 Epoch 68/100 ---------- lr: 0.001 train loss: 2.0396 val loss: 0.6089 Epoch 69/100 ---------- lr: 0.001 train loss: 2.0166 val loss: 0.6041 Epoch 70/100 ---------- lr: 0.001 train loss: 2.0767 val loss: 0.9856 Epoch 71/100 ---------- lr: 0.001 train loss: 2.0904 val loss: 0.5739 Epoch 72/100 ---------- lr: 0.001 train loss: 2.0140 val loss: 0.5728 Epoch 73/100 ---------- lr: 0.001 train loss: 1.9953 val loss: 0.6070 Epoch 74/100 ---------- lr: 0.001 train loss: 2.0060 val loss: 0.5627 Epoch 75/100 ---------- lr: 0.001 train loss: 2.0028 val loss: 0.5942 Epoch 76/100 ---------- lr: 0.001 train loss: 1.9918 val loss: 0.6344 Epoch 77/100 ---------- lr: 0.001 train loss: 2.0035 val loss: 0.5696 Epoch 78/100 ---------- lr: 0.001 train loss: 2.0347 val loss: 0.5684 Epoch 79/100 ---------- lr: 0.001 train loss: 1.9734 val loss: 0.5350 Epoch 80/100 ---------- lr: 0.001 train loss: 2.0407 val loss: 0.5432 Epoch 81/100 ---------- lr: 0.001 train loss: 1.9593 val loss: 0.5385 Epoch 82/100 ---------- lr: 0.001 train loss: 1.9506 val loss: 0.5041 Epoch 83/100 ---------- lr: 0.001 train loss: 1.9452 val loss: 0.5195 Epoch 84/100 ---------- lr: 0.001 train loss: 2.1362 val loss: 0.5453 Epoch 85/100 ---------- lr: 0.001 train loss: 1.9896 val loss: 0.5170 Epoch 86/100 ---------- lr: 0.001 train loss: 1.9569 val loss: 0.5441 Epoch 87/100 ---------- lr: 0.001 train loss: 1.9485 val loss: 0.4977 Epoch 88/100 ---------- lr: 0.001 train loss: 1.9722 val loss: 0.4995 Epoch 89/100 ---------- lr: 0.001 train loss: 1.9497 val loss: 0.5170 Epoch 90/100 ---------- lr: 0.001 train loss: 1.9480 val loss: 0.5462 Epoch 91/100 ---------- lr: 0.001 train loss: 1.9918 val loss: 0.5148 Epoch 92/100 ---------- lr: 0.001 train loss: 1.9489 val loss: 0.4899 Epoch 93/100 ---------- lr: 0.001 train loss: 1.9223 val loss: 0.5012 Epoch 94/100 ---------- lr: 0.001 train loss: 2.0289 val loss: 0.5078 Epoch 95/100 ---------- lr: 0.001 train loss: 1.9298 val loss: 0.5026 Epoch 96/100 ---------- lr: 0.001 train loss: 1.9120 val loss: 0.4848 Epoch 97/100 ---------- lr: 0.001 train loss: 1.9423 val loss: 0.5275 Epoch 98/100 ---------- lr: 0.001 train loss: 1.9552 val loss: 0.4645 Epoch 99/100 ---------- lr: 0.001 train loss: 1.9029 val loss: 0.4779 Epoch 100/100 ---------- lr: 0.001 train loss: 1.8914 val loss: 0.5042 Training complete in 12m 42s Best val loss: 0.4645 at epoch 98 Val MSE at best epoch: 0.1876