Epoch 1/100 ---------- lr: 0.005 train loss: 11.6203 val loss: 3.6151 Epoch 2/100 ---------- lr: 0.005 train loss: 4.2447 val loss: 3.4785 Epoch 3/100 ---------- lr: 0.005 train loss: 3.6938 val loss: 3.2865 Epoch 4/100 ---------- lr: 0.005 train loss: 3.2244 val loss: 2.0893 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8506 val loss: 1.8971 Epoch 6/100 ---------- lr: 0.005 train loss: 2.5078 val loss: 1.6423 Epoch 7/100 ---------- lr: 0.005 train loss: 2.3524 val loss: 1.9226 Epoch 8/100 ---------- lr: 0.005 train loss: 2.5090 val loss: 1.4635 Epoch 9/100 ---------- lr: 0.005 train loss: 1.9422 val loss: 1.1646 Epoch 10/100 ---------- lr: 0.005 train loss: 1.8057 val loss: 1.1462 Epoch 11/100 ---------- lr: 0.005 train loss: 1.7508 val loss: 0.9969 Epoch 12/100 ---------- lr: 0.005 train loss: 1.5843 val loss: 1.2517 Epoch 13/100 ---------- lr: 0.005 train loss: 1.4008 val loss: 0.8281 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3409 val loss: 0.9629 Epoch 15/100 ---------- lr: 0.005 train loss: 1.5725 val loss: 1.0182 Epoch 16/100 ---------- lr: 0.005 train loss: 1.8574 val loss: 1.0601 Epoch 17/100 ---------- lr: 0.005 train loss: 1.4267 val loss: 0.6045 Epoch 18/100 ---------- lr: 0.005 train loss: 1.2364 val loss: 0.5719 Epoch 19/100 ---------- lr: 0.005 train loss: 1.1248 val loss: 0.8131 Epoch 20/100 ---------- lr: 0.005 train loss: 1.2180 val loss: 0.6232 Epoch 21/100 ---------- lr: 0.005 train loss: 1.2837 val loss: 0.6827 Epoch 22/100 ---------- lr: 0.005 train loss: 1.2222 val loss: 0.6372 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1928 val loss: 0.6647 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0842 val loss: 0.4715 Epoch 25/100 ---------- lr: 0.005 train loss: 1.0833 val loss: 0.5338 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9637 val loss: 0.4698 Epoch 27/100 ---------- lr: 0.005 train loss: 1.1484 val loss: 0.6320 Epoch 28/100 ---------- lr: 0.005 train loss: 1.5478 val loss: 1.1535 Epoch 29/100 ---------- lr: 0.005 train loss: 1.5509 val loss: 0.6408 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0721 val loss: 0.5707 Epoch 31/100 ---------- lr: 0.005 train loss: 0.9757 val loss: 0.4110 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9152 val loss: 0.4140 Epoch 33/100 ---------- lr: 0.005 train loss: 1.0064 val loss: 0.4906 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9939 val loss: 0.3858 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8885 val loss: 0.3667 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8713 val loss: 0.4070 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8780 val loss: 0.3942 Epoch 38/100 ---------- lr: 0.005 train loss: 1.1214 val loss: 0.4162 Epoch 39/100 ---------- lr: 0.005 train loss: 0.9081 val loss: 0.3854 Epoch 40/100 ---------- lr: 0.005 train loss: 0.9355 val loss: 0.6530 Epoch 41/100 ---------- lr: 0.005 train loss: 1.2870 val loss: 0.4392 Epoch 42/100 ---------- lr: 0.005 train loss: 0.8609 val loss: 0.4180 Epoch 43/100 ---------- lr: 0.005 train loss: 0.8170 val loss: 0.4065 Epoch 44/100 ---------- lr: 0.005 train loss: 0.8604 val loss: 0.3649 Epoch 45/100 ---------- lr: 0.005 train loss: 0.8026 val loss: 0.2867 Epoch 46/100 ---------- lr: 0.005 train loss: 0.7762 val loss: 0.2915 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7705 val loss: 0.2884 Epoch 48/100 ---------- lr: 0.005 train loss: 1.1498 val loss: 0.7572 Epoch 49/100 ---------- lr: 0.005 train loss: 1.2418 val loss: 0.8604 Epoch 50/100 ---------- lr: 0.005 train loss: 2.8054 val loss: 3.0323 Epoch 51/100 ---------- lr: 0.005 train loss: 3.1426 val loss: 2.3228 Epoch 52/100 ---------- lr: 0.005 train loss: 2.6907 val loss: 1.9789 Epoch 53/100 ---------- lr: 0.005 train loss: 3.7777 val loss: 4.9690 Epoch 54/100 ---------- lr: 0.005 train loss: 4.6822 val loss: 3.6175 Epoch 55/100 ---------- lr: 0.005 train loss: 5.4393 val loss: 4.4260 Epoch 56/100 ---------- lr: 0.005 train loss: 5.0949 val loss: 4.8097 Epoch 57/100 ---------- lr: 0.005 train loss: 5.1693 val loss: 3.2519 Epoch 58/100 ---------- lr: 0.005 train loss: 4.0669 val loss: 3.1764 Epoch 59/100 ---------- lr: 0.005 train loss: 3.9171 val loss: 3.1380 Epoch 60/100 ---------- lr: 0.005 train loss: 4.3288 val loss: 4.2389 Epoch 61/100 ---------- lr: 0.005 train loss: 4.3361 val loss: 3.7441 Epoch 62/100 ---------- lr: 0.005 train loss: 3.9931 val loss: 3.6048 Epoch 63/100 ---------- lr: 0.005 train loss: 3.8714 val loss: 2.9901 Epoch 64/100 ---------- lr: 0.005 train loss: 3.5053 val loss: 2.7827 Epoch 65/100 ---------- lr: 0.005 train loss: 3.3595 val loss: 2.7164 Epoch 66/100 ---------- lr: 0.005 train loss: 3.2532 val loss: 2.4922 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.0125 val loss: 2.2022 Epoch 68/100 ---------- lr: 0.0025 train loss: 2.8776 val loss: 2.1584 Epoch 69/100 ---------- lr: 0.0025 train loss: 2.8877 val loss: 2.4273 Epoch 70/100 ---------- lr: 0.0025 train loss: 3.1274 val loss: 2.3713 Epoch 71/100 ---------- lr: 0.0025 train loss: 3.0723 val loss: 2.4147 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.9709 val loss: 2.4108 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.9576 val loss: 2.3815 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.8296 val loss: 2.2349 Epoch 75/100 ---------- lr: 0.0025 train loss: 3.0091 val loss: 2.2904 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.8264 val loss: 2.1539 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.7307 val loss: 1.9834 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.6659 val loss: 2.1012 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.6461 val loss: 1.9351 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.6781 val loss: 1.9340 Epoch 81/100 ---------- lr: 0.0025 train loss: 2.6040 val loss: 2.1612 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.8752 val loss: 2.2574 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.6769 val loss: 1.9453 Epoch 84/100 ---------- lr: 0.0025 train loss: 2.5127 val loss: 1.9699 Epoch 85/100 ---------- lr: 0.0025 train loss: 2.4732 val loss: 1.9062 Epoch 86/100 ---------- lr: 0.0025 train loss: 2.4237 val loss: 2.0084 Epoch 87/100 ---------- lr: 0.0025 train loss: 2.7032 val loss: 2.2800 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.5114 val loss: 1.9867 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.4450 val loss: 1.9400 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.3960 val loss: 1.9140 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.3614 val loss: 1.8832 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.4769 val loss: 1.9327 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.5162 val loss: 1.8768 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.4334 val loss: 1.8178 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.4962 val loss: 1.9402 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.4338 val loss: 1.9149 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.4960 val loss: 1.8462 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.4488 val loss: 1.7708 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.3972 val loss: 1.7071 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.3877 val loss: 1.7215 Training complete in 18m 47s Best val loss: 0.2867 at epoch 45 Val MSE at best epoch: 0.1179