Epoch 1/100 ---------- lr: 0.005 train loss: 8.7148 val loss: 4.2024 Epoch 2/100 ---------- lr: 0.005 train loss: 4.1613 val loss: 3.3402 Epoch 3/100 ---------- lr: 0.005 train loss: 3.2973 val loss: 2.4436 Epoch 4/100 ---------- lr: 0.005 train loss: 2.9562 val loss: 2.5244 Epoch 5/100 ---------- lr: 0.005 train loss: 2.6667 val loss: 2.4556 Epoch 6/100 ---------- lr: 0.005 train loss: 2.4619 val loss: 2.2026 Epoch 7/100 ---------- lr: 0.005 train loss: 2.4909 val loss: 1.7699 Epoch 8/100 ---------- lr: 0.005 train loss: 2.0050 val loss: 1.6200 Epoch 9/100 ---------- lr: 0.005 train loss: 1.7601 val loss: 1.0658 Epoch 10/100 ---------- lr: 0.005 train loss: 1.4642 val loss: 1.0557 Epoch 11/100 ---------- lr: 0.005 train loss: 1.6808 val loss: 1.1823 Epoch 12/100 ---------- lr: 0.005 train loss: 1.8448 val loss: 1.3676 Epoch 13/100 ---------- lr: 0.005 train loss: 1.8759 val loss: 1.0546 Epoch 14/100 ---------- lr: 0.005 train loss: 1.3830 val loss: 0.7006 Epoch 15/100 ---------- lr: 0.005 train loss: 1.1327 val loss: 0.6379 Epoch 16/100 ---------- lr: 0.005 train loss: 1.0157 val loss: 0.5690 Epoch 17/100 ---------- lr: 0.005 train loss: 1.1199 val loss: 0.7539 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3075 val loss: 0.8495 Epoch 19/100 ---------- lr: 0.005 train loss: 1.6639 val loss: 1.1044 Epoch 20/100 ---------- lr: 0.005 train loss: 1.1855 val loss: 0.6352 Epoch 21/100 ---------- lr: 0.005 train loss: 0.9309 val loss: 0.4990 Epoch 22/100 ---------- lr: 0.005 train loss: 0.9458 val loss: 0.5421 Epoch 23/100 ---------- lr: 0.005 train loss: 0.8995 val loss: 0.4388 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0325 val loss: 0.6918 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9900 val loss: 0.5094 Epoch 26/100 ---------- lr: 0.005 train loss: 0.7654 val loss: 0.3371 Epoch 27/100 ---------- lr: 0.005 train loss: 0.7706 val loss: 0.3885 Epoch 28/100 ---------- lr: 0.005 train loss: 0.8081 val loss: 0.4078 Epoch 29/100 ---------- lr: 0.005 train loss: 0.9228 val loss: 0.5808 Epoch 30/100 ---------- lr: 0.005 train loss: 0.8711 val loss: 0.7216 Epoch 31/100 ---------- lr: 0.005 train loss: 1.0546 val loss: 0.8458 Epoch 32/100 ---------- lr: 0.005 train loss: 1.1959 val loss: 0.5660 Epoch 33/100 ---------- lr: 0.005 train loss: 0.9525 val loss: 0.4096 Epoch 34/100 ---------- lr: 0.005 train loss: 0.9257 val loss: 0.5849 Epoch 35/100 ---------- lr: 0.005 train loss: 0.8866 val loss: 0.3398 Epoch 36/100 ---------- lr: 0.005 train loss: 0.7227 val loss: 0.3015 Epoch 37/100 ---------- lr: 0.005 train loss: 0.8149 val loss: 0.3980 Epoch 38/100 ---------- lr: 0.005 train loss: 0.7835 val loss: 0.3891 Epoch 39/100 ---------- lr: 0.005 train loss: 0.7951 val loss: 0.3716 Epoch 40/100 ---------- lr: 0.005 train loss: 0.8557 val loss: 0.7601 Epoch 41/100 ---------- lr: 0.005 train loss: 0.7314 val loss: 0.4973 Epoch 42/100 ---------- lr: 0.005 train loss: 0.7734 val loss: 0.6522 Epoch 43/100 ---------- lr: 0.005 train loss: 0.9942 val loss: 0.3373 Epoch 44/100 ---------- lr: 0.005 train loss: 0.6679 val loss: 0.2650 Epoch 45/100 ---------- lr: 0.005 train loss: 0.6325 val loss: 0.2446 Epoch 46/100 ---------- lr: 0.005 train loss: 0.6449 val loss: 0.6930 Epoch 47/100 ---------- lr: 0.005 train loss: 0.7786 val loss: 0.4684 Epoch 48/100 ---------- lr: 0.005 train loss: 1.8376 val loss: 2.1088 Epoch 49/100 ---------- lr: 0.005 train loss: 5.0089 val loss: 4.9718 Epoch 50/100 ---------- lr: 0.005 train loss: 5.6750 val loss: 5.6982 Epoch 51/100 ---------- lr: 0.005 train loss: 5.7923 val loss: 5.2087 Epoch 52/100 ---------- lr: 0.005 train loss: 7.5060 val loss: 5.5347 Epoch 53/100 ---------- lr: 0.005 train loss: 5.6585 val loss: 3.9152 Epoch 54/100 ---------- lr: 0.005 train loss: 4.6222 val loss: 3.7472 Epoch 55/100 ---------- lr: 0.005 train loss: 4.4023 val loss: 3.3868 Epoch 56/100 ---------- lr: 0.005 train loss: 4.3418 val loss: 3.4903 Epoch 57/100 ---------- lr: 0.005 train loss: 4.0001 val loss: 3.5959 Epoch 58/100 ---------- lr: 0.005 train loss: 3.9628 val loss: 3.5662 Epoch 59/100 ---------- lr: 0.005 train loss: 3.8685 val loss: 3.1263 Epoch 60/100 ---------- lr: 0.005 train loss: 3.7437 val loss: 2.9448 Epoch 61/100 ---------- lr: 0.005 train loss: 3.7395 val loss: 3.3759 Epoch 62/100 ---------- lr: 0.005 train loss: 3.7856 val loss: 2.7573 Epoch 63/100 ---------- lr: 0.005 train loss: 3.4930 val loss: 2.9359 Epoch 64/100 ---------- lr: 0.005 train loss: 3.7537 val loss: 3.2397 Epoch 65/100 ---------- lr: 0.005 train loss: 3.5383 val loss: 2.6195 Epoch 66/100 ---------- lr: 0.005 train loss: 3.3396 val loss: 2.5394 Epoch 67/100 ---------- lr: 0.0025 train loss: 2.9174 val loss: 2.1712 Epoch 68/100 ---------- lr: 0.0025 train loss: 2.9019 val loss: 2.5535 Epoch 69/100 ---------- lr: 0.0025 train loss: 2.7550 val loss: 2.1702 Epoch 70/100 ---------- lr: 0.0025 train loss: 2.6291 val loss: 2.1184 Epoch 71/100 ---------- lr: 0.0025 train loss: 2.6303 val loss: 1.9352 Epoch 72/100 ---------- lr: 0.0025 train loss: 2.6481 val loss: 1.9377 Epoch 73/100 ---------- lr: 0.0025 train loss: 2.5272 val loss: 1.9314 Epoch 74/100 ---------- lr: 0.0025 train loss: 2.4504 val loss: 1.8187 Epoch 75/100 ---------- lr: 0.0025 train loss: 2.4454 val loss: 1.8695 Epoch 76/100 ---------- lr: 0.0025 train loss: 2.3983 val loss: 1.8824 Epoch 77/100 ---------- lr: 0.0025 train loss: 2.3642 val loss: 1.7374 Epoch 78/100 ---------- lr: 0.0025 train loss: 2.3275 val loss: 1.8455 Epoch 79/100 ---------- lr: 0.0025 train loss: 2.3474 val loss: 1.9898 Epoch 80/100 ---------- lr: 0.0025 train loss: 2.9482 val loss: 2.6769 Epoch 81/100 ---------- lr: 0.0025 train loss: 3.0464 val loss: 2.9468 Epoch 82/100 ---------- lr: 0.0025 train loss: 3.6237 val loss: 3.1594 Epoch 83/100 ---------- lr: 0.0025 train loss: 4.0491 val loss: 3.9538 Epoch 84/100 ---------- lr: 0.0025 train loss: 4.8515 val loss: 3.8220 Epoch 85/100 ---------- lr: 0.0025 train loss: 4.0353 val loss: 3.5843 Epoch 86/100 ---------- lr: 0.0025 train loss: 3.7791 val loss: 3.2045 Epoch 87/100 ---------- lr: 0.0025 train loss: 3.6876 val loss: 2.9976 Epoch 88/100 ---------- lr: 0.00125 train loss: 3.4230 val loss: 2.8671 Epoch 89/100 ---------- lr: 0.00125 train loss: 3.4820 val loss: 3.3056 Epoch 90/100 ---------- lr: 0.00125 train loss: 3.5102 val loss: 3.1076 Epoch 91/100 ---------- lr: 0.00125 train loss: 3.3984 val loss: 3.4355 Epoch 92/100 ---------- lr: 0.00125 train loss: 3.4194 val loss: 3.0408 Epoch 93/100 ---------- lr: 0.00125 train loss: 3.2853 val loss: 3.0143 Epoch 94/100 ---------- lr: 0.00125 train loss: 3.1109 val loss: 2.7819 Epoch 95/100 ---------- lr: 0.00125 train loss: 3.0488 val loss: 2.7117 Epoch 96/100 ---------- lr: 0.00125 train loss: 3.0021 val loss: 2.7339 Epoch 97/100 ---------- lr: 0.00125 train loss: 2.9581 val loss: 2.6316 Epoch 98/100 ---------- lr: 0.00125 train loss: 2.8792 val loss: 2.7140 Epoch 99/100 ---------- lr: 0.00125 train loss: 2.8591 val loss: 2.5856 Epoch 100/100 ---------- lr: 0.00125 train loss: 2.8610 val loss: 2.5764 Training complete in 20m 1s Best val loss: 0.2446 at epoch 45 Val MSE at best epoch: 0.1013