Epoch 1/100 ---------- lr: 0.005 train loss: 13.8270 val loss: 6.7388 Epoch 2/100 ---------- lr: 0.005 train loss: 5.1902 val loss: 4.4288 Epoch 3/100 ---------- lr: 0.005 train loss: 4.1404 val loss: 3.1653 Epoch 4/100 ---------- lr: 0.005 train loss: 3.9331 val loss: 2.7096 Epoch 5/100 ---------- lr: 0.005 train loss: 3.2082 val loss: 2.2714 Epoch 6/100 ---------- lr: 0.005 train loss: 3.6726 val loss: 3.0705 Epoch 7/100 ---------- lr: 0.005 train loss: 3.7316 val loss: 1.9531 Epoch 8/100 ---------- lr: 0.005 train loss: 2.4553 val loss: 1.5952 Epoch 9/100 ---------- lr: 0.005 train loss: 2.1859 val loss: 1.8175 Epoch 10/100 ---------- lr: 0.005 train loss: 2.0238 val loss: 2.5663 Epoch 11/100 ---------- lr: 0.005 train loss: 2.4491 val loss: 2.4525 Epoch 12/100 ---------- lr: 0.005 train loss: 2.1987 val loss: 1.3296 Epoch 13/100 ---------- lr: 0.005 train loss: 1.9556 val loss: 1.3365 Epoch 14/100 ---------- lr: 0.005 train loss: 1.6667 val loss: 1.1640 Epoch 15/100 ---------- lr: 0.005 train loss: 1.7816 val loss: 1.4680 Epoch 16/100 ---------- lr: 0.005 train loss: 1.6923 val loss: 0.9569 Epoch 17/100 ---------- lr: 0.005 train loss: 1.3779 val loss: 0.8709 Epoch 18/100 ---------- lr: 0.005 train loss: 1.3586 val loss: 1.2487 Epoch 19/100 ---------- lr: 0.005 train loss: 1.8108 val loss: 1.3783 Epoch 20/100 ---------- lr: 0.005 train loss: 1.5008 val loss: 0.6833 Epoch 21/100 ---------- lr: 0.005 train loss: 1.1120 val loss: 1.0835 Epoch 22/100 ---------- lr: 0.005 train loss: 1.1579 val loss: 0.6504 Epoch 23/100 ---------- lr: 0.005 train loss: 1.2034 val loss: 0.6372 Epoch 24/100 ---------- lr: 0.005 train loss: 1.0178 val loss: 0.5216 Epoch 25/100 ---------- lr: 0.005 train loss: 0.9252 val loss: 0.5899 Epoch 26/100 ---------- lr: 0.005 train loss: 0.9644 val loss: 0.8890 Epoch 27/100 ---------- lr: 0.005 train loss: 2.5483 val loss: 1.3140 Epoch 28/100 ---------- lr: 0.005 train loss: 1.3547 val loss: 0.9957 Epoch 29/100 ---------- lr: 0.005 train loss: 1.2841 val loss: 0.8735 Epoch 30/100 ---------- lr: 0.005 train loss: 1.0958 val loss: 0.6218 Epoch 31/100 ---------- lr: 0.005 train loss: 1.2117 val loss: 0.9252 Epoch 32/100 ---------- lr: 0.005 train loss: 1.9047 val loss: 6.1353 Epoch 33/100 ---------- lr: 0.005 train loss: 6.6037 val loss: 4.8699 Epoch 34/100 ---------- lr: 0.005 train loss: 4.5170 val loss: 3.4373 Epoch 35/100 ---------- lr: 0.005 train loss: 3.3483 val loss: 2.6889 Epoch 36/100 ---------- lr: 0.005 train loss: 3.5063 val loss: 3.0055 Epoch 37/100 ---------- lr: 0.005 train loss: 3.1935 val loss: 3.4683 Epoch 38/100 ---------- lr: 0.005 train loss: 2.9985 val loss: 2.1880 Epoch 39/100 ---------- lr: 0.005 train loss: 2.3403 val loss: 1.9419 Epoch 40/100 ---------- lr: 0.005 train loss: 2.3186 val loss: 2.0364 Epoch 41/100 ---------- lr: 0.005 train loss: 2.0684 val loss: 1.7799 Epoch 42/100 ---------- lr: 0.005 train loss: 2.1813 val loss: 1.6625 Epoch 43/100 ---------- lr: 0.005 train loss: 1.9580 val loss: 1.4110 Epoch 44/100 ---------- lr: 0.005 train loss: 1.7895 val loss: 1.5686 Epoch 45/100 ---------- lr: 0.005 train loss: 2.0623 val loss: 2.1762 Epoch 46/100 ---------- lr: 0.0025 train loss: 1.8407 val loss: 1.1860 Epoch 47/100 ---------- lr: 0.0025 train loss: 1.6184 val loss: 1.2415 Epoch 48/100 ---------- lr: 0.0025 train loss: 1.6065 val loss: 1.0576 Epoch 49/100 ---------- lr: 0.0025 train loss: 1.4377 val loss: 1.0244 Epoch 50/100 ---------- lr: 0.0025 train loss: 1.5844 val loss: 3.5208 Epoch 51/100 ---------- lr: 0.0025 train loss: 4.3752 val loss: 4.0962 Epoch 52/100 ---------- lr: 0.0025 train loss: 4.1306 val loss: 3.2815 Epoch 53/100 ---------- lr: 0.0025 train loss: 3.4985 val loss: 2.7489 Epoch 54/100 ---------- lr: 0.0025 train loss: 2.8759 val loss: 2.1760 Epoch 55/100 ---------- lr: 0.0025 train loss: 2.8028 val loss: 2.3422 Epoch 56/100 ---------- lr: 0.0025 train loss: 2.6476 val loss: 1.9068 Epoch 57/100 ---------- lr: 0.0025 train loss: 2.9005 val loss: 2.1312 Epoch 58/100 ---------- lr: 0.0025 train loss: 2.4954 val loss: 1.8893 Epoch 59/100 ---------- lr: 0.0025 train loss: 2.2814 val loss: 1.6060 Epoch 60/100 ---------- lr: 0.0025 train loss: 2.4245 val loss: 1.9598 Epoch 61/100 ---------- lr: 0.0025 train loss: 2.6275 val loss: 1.7651 Epoch 62/100 ---------- lr: 0.0025 train loss: 2.2382 val loss: 1.5884 Epoch 63/100 ---------- lr: 0.0025 train loss: 2.2319 val loss: 1.8262 Epoch 64/100 ---------- lr: 0.0025 train loss: 2.7818 val loss: 2.1266 Epoch 65/100 ---------- lr: 0.0025 train loss: 2.4989 val loss: 1.8089 Epoch 66/100 ---------- lr: 0.0025 train loss: 2.2834 val loss: 1.5944 Epoch 67/100 ---------- lr: 0.00125 train loss: 2.0194 val loss: 1.5342 Epoch 68/100 ---------- lr: 0.00125 train loss: 1.9391 val loss: 1.4756 Epoch 69/100 ---------- lr: 0.00125 train loss: 1.9085 val loss: 1.4961 Epoch 70/100 ---------- lr: 0.00125 train loss: 1.8646 val loss: 1.4542 Epoch 71/100 ---------- lr: 0.00125 train loss: 1.9170 val loss: 1.6275 Epoch 72/100 ---------- lr: 0.00125 train loss: 1.9112 val loss: 1.5766 Epoch 73/100 ---------- lr: 0.00125 train loss: 1.8631 val loss: 1.4695 Epoch 74/100 ---------- lr: 0.00125 train loss: 1.8218 val loss: 1.4569 Epoch 75/100 ---------- lr: 0.00125 train loss: 1.7604 val loss: 1.4999 Epoch 76/100 ---------- lr: 0.00125 train loss: 1.8372 val loss: 1.4607 Epoch 77/100 ---------- lr: 0.00125 train loss: 1.7573 val loss: 1.3856 Epoch 78/100 ---------- lr: 0.00125 train loss: 1.7363 val loss: 1.4365 Epoch 79/100 ---------- lr: 0.00125 train loss: 2.0730 val loss: 1.9091 Epoch 80/100 ---------- lr: 0.00125 train loss: 2.4010 val loss: 1.7802 Epoch 81/100 ---------- lr: 0.00125 train loss: 2.1051 val loss: 1.5774 Epoch 82/100 ---------- lr: 0.00125 train loss: 1.9977 val loss: 1.5340 Epoch 83/100 ---------- lr: 0.00125 train loss: 1.8807 val loss: 1.5783 Epoch 84/100 ---------- lr: 0.00125 train loss: 1.9062 val loss: 1.5112 Epoch 85/100 ---------- lr: 0.00125 train loss: 1.8080 val loss: 1.4201 Epoch 86/100 ---------- lr: 0.00125 train loss: 1.7583 val loss: 1.3798 Epoch 87/100 ---------- lr: 0.00125 train loss: 1.7362 val loss: 1.3842 Epoch 88/100 ---------- lr: 0.000625 train loss: 1.6662 val loss: 1.3118 Epoch 89/100 ---------- lr: 0.000625 train loss: 1.6459 val loss: 1.3340 Epoch 90/100 ---------- lr: 0.000625 train loss: 1.6254 val loss: 1.2640 Epoch 91/100 ---------- lr: 0.000625 train loss: 1.5797 val loss: 1.2735 Epoch 92/100 ---------- lr: 0.000625 train loss: 1.5658 val loss: 1.2507 Epoch 93/100 ---------- lr: 0.000625 train loss: 1.5466 val loss: 1.2642 Epoch 94/100 ---------- lr: 0.000625 train loss: 1.5891 val loss: 1.2419 Epoch 95/100 ---------- lr: 0.000625 train loss: 1.5754 val loss: 1.2244 Epoch 96/100 ---------- lr: 0.000625 train loss: 1.5391 val loss: 1.2201 Epoch 97/100 ---------- lr: 0.000625 train loss: 1.5405 val loss: 1.2293 Epoch 98/100 ---------- lr: 0.000625 train loss: 1.5684 val loss: 1.2756 Epoch 99/100 ---------- lr: 0.000625 train loss: 1.5311 val loss: 1.2136 Epoch 100/100 ---------- lr: 0.000625 train loss: 1.4851 val loss: 1.2026 Training complete in 34m 35s Best val loss: 0.5216 at epoch 24 Val MSE at best epoch: 0.1899