Epoch 1/100 ---------- lr: 0.005 train loss: 11.1107 val loss: 3.4737 Epoch 2/100 ---------- lr: 0.005 train loss: 4.5917 val loss: 4.4171 Epoch 3/100 ---------- lr: 0.005 train loss: 4.6810 val loss: 2.8664 Epoch 4/100 ---------- lr: 0.005 train loss: 3.3094 val loss: 2.7051 Epoch 5/100 ---------- lr: 0.005 train loss: 2.8862 val loss: 2.1705 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4991 val loss: 2.0188 Epoch 7/100 ---------- lr: 0.005 train loss: 2.6425 val loss: 2.4207 Epoch 8/100 ---------- lr: 0.005 train loss: 2.6166 val loss: 1.8354 Epoch 9/100 ---------- lr: 0.005 train loss: 2.0849 val loss: 1.2581 Epoch 10/100 ---------- lr: 0.005 train loss: 1.9505 val loss: 1.2622 Epoch 11/100 ---------- lr: 0.005 train loss: 1.8677 val loss: 1.4995 Epoch 12/100 ---------- lr: 0.005 train loss: 1.7685 val loss: 1.0771 Epoch 13/100 ---------- lr: 0.005 train loss: 1.6825 val loss: 1.0031 Epoch 14/100 ---------- lr: 0.005 train loss: 1.4831 val loss: 1.1826 Epoch 15/100 ---------- lr: 0.005 train loss: 2.0077 val loss: 1.4728 Epoch 16/100 ---------- lr: 0.005 train loss: 1.4467 val loss: 1.0488 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3571 val loss: 0.8948 Epoch 18/100 ---------- lr: 0.005 train loss: 1.9628 val loss: 1.3540 Epoch 19/100 ---------- lr: 0.005 train loss: 1.3242 val loss: 0.6989 Epoch 20/100 ---------- lr: 0.005 train loss: 1.0673 val loss: 0.6836 Epoch 21/100 ---------- lr: 0.005 train loss: 0.9853 val loss: 0.5940 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1565 val loss: 0.8011 Epoch 23/100 ---------- lr: 0.005 train loss: 1.1769 val loss: 1.4071 Epoch 24/100 ---------- lr: 0.005 train loss: 1.4654 val loss: 0.7112 Epoch 25/100 ---------- lr: 0.005 train loss: 1.2321 val loss: 0.7489 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9530 val loss: 0.4332 Epoch 27/100 ---------- lr: 0.005 train loss: 0.8412 val loss: 0.4554 Epoch 28/100 ---------- lr: 0.005 train loss: 0.9366 val loss: 0.7171 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9966 val loss: 0.6430 Epoch 30/100 ---------- lr: 0.005 train loss: 0.9360 val loss: 0.4687 Epoch 31/100 ---------- lr: 0.005 train loss: 0.8407 val loss: 0.4985 Epoch 32/100 ---------- lr: 0.005 train loss: 0.9776 val loss: 0.6900 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9512 val loss: 0.5245 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9677 val loss: 0.4150 Epoch 35/100 ---------- lr: 0.005 train loss: 0.7882 val loss: 0.5970 Epoch 36/100 ---------- lr: 0.005 train loss: 0.8778 val loss: 0.4080 Epoch 37/100 ---------- lr: 0.005 train loss: 0.7355 val loss: 0.4338 Epoch 38/100 ---------- lr: 0.005 train loss: 0.9394 val loss: 0.6271 Epoch 39/100 ---------- lr: 0.005 train loss: 1.0487 val loss: 0.4281 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8216 val loss: 0.3761 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7289 val loss: 0.3151 Epoch 42/100 ---------- lr: 0.005 train loss: 0.6663 val loss: 0.3372 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9462 val loss: 1.4635 Epoch 44/100 ---------- lr: 0.005 train loss: 1.9734 val loss: 2.3572 Epoch 45/100 ---------- lr: 0.005 train loss: 2.7558 val loss: 1.8223 Epoch 46/100 ---------- lr: 0.005 train loss: 2.1047 val loss: 1.6264 Epoch 47/100 ---------- lr: 0.005 train loss: 2.6290 val loss: 2.3269 Epoch 48/100 ---------- lr: 0.005 train loss: 3.2402 val loss: 2.6207 Epoch 49/100 ---------- lr: 0.005 train loss: 5.6790 val loss: 5.1477 Epoch 50/100 ---------- lr: 0.005 train loss: 7.0372 val loss: 8.4946 Epoch 51/100 ---------- lr: 0.005 train loss: 6.7927 val loss: 4.9671 Epoch 52/100 ---------- lr: 0.005 train loss: 5.6765 val loss: 4.7411 Epoch 53/100 ---------- lr: 0.005 train loss: 5.4605 val loss: 4.2708 Epoch 54/100 ---------- lr: 0.005 train loss: 4.6552 val loss: 4.0654 Epoch 55/100 ---------- lr: 0.005 train loss: 4.4642 val loss: 4.6053 Epoch 56/100 ---------- lr: 0.005 train loss: 4.8528 val loss: 3.8977 Epoch 57/100 ---------- lr: 0.005 train loss: 4.6368 val loss: 3.7579 Epoch 58/100 ---------- lr: 0.005 train loss: 4.1320 val loss: 3.2124 Epoch 59/100 ---------- lr: 0.005 train loss: 3.6186 val loss: 2.8526 Epoch 60/100 ---------- lr: 0.005 train loss: 3.3706 val loss: 2.9149 Epoch 61/100 ---------- lr: 0.005 train loss: 3.3684 val loss: 2.9079 Epoch 62/100 ---------- lr: 0.005 train loss: 3.1768 val loss: 2.5481 Epoch 63/100 ---------- lr: 0.0025 train loss: 2.9413 val loss: 2.3652 Epoch 64/100 ---------- lr: 0.0025 train loss: 2.8152 val loss: 2.2972 Epoch 65/100 ---------- lr: 0.0025 train loss: 2.7639 val loss: 2.3298 Epoch 66/100 ---------- lr: 0.0025 train loss: 3.1476 val loss: 2.5471 Epoch 67/100 ---------- lr: 0.0025 train loss: 3.0612 val loss: 2.6425 Epoch 68/100 ---------- lr: 0.0025 train loss: 3.0636 val loss: 2.5354 Epoch 69/100 ---------- lr: 0.0025 train loss: 3.0620 val loss: 2.3912 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.9930 val loss: 2.4166 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.9455 val loss: 2.5854 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.9810 val loss: 2.5455 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.8367 val loss: 2.3520 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.7491 val loss: 2.3170 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.7849 val loss: 2.5176 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.7625 val loss: 2.2732 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.9230 val loss: 2.4476 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.8106 val loss: 2.3752 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.8448 val loss: 2.5723 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.7978 val loss: 2.8158 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0200 val loss: 2.5298 Epoch 82/100 ---------- lr: 0.0025 train loss: 2.9741 val loss: 2.4424 Epoch 83/100 ---------- lr: 0.0025 train loss: 2.7648 val loss: 2.3751 Epoch 84/100 ---------- lr: 0.00125 train loss: 2.5213 val loss: 2.1439 Epoch 85/100 ---------- lr: 0.00125 train loss: 2.4716 val loss: 2.0860 Epoch 86/100 ---------- lr: 0.00125 train loss: 2.3995 val loss: 2.0597 Epoch 87/100 ---------- lr: 0.00125 train loss: 2.3493 val loss: 2.0309 Epoch 88/100 ---------- lr: 0.00125 train loss: 2.3424 val loss: 1.9654 Epoch 89/100 ---------- lr: 0.00125 train loss: 2.3094 val loss: 1.9846 Epoch 90/100 ---------- lr: 0.00125 train loss: 2.3774 val loss: 2.1568 Epoch 91/100 ---------- lr: 0.00125 train loss: 2.4307 val loss: 1.9755 Epoch 92/100 ---------- lr: 0.00125 train loss: 2.3454 val loss: 1.9006 Epoch 93/100 ---------- lr: 0.00125 train loss: 2.3406 val loss: 1.8935 Epoch 94/100 ---------- lr: 0.00125 train loss: 2.3307 val loss: 1.8407 Epoch 95/100 ---------- lr: 0.00125 train loss: 2.4463 val loss: 2.0519 Epoch 96/100 ---------- lr: 0.00125 train loss: 2.5493 val loss: 2.1365 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.4360 val loss: 2.0787 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.3984 val loss: 1.9972 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.3206 val loss: 1.7482 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.3493 val loss: 1.8611 Training complete in 33m 3s Best val loss: 0.3151 at epoch 41 Val MSE at best epoch: 0.1339