Epoch 1/100 ---------- lr: 0.01 train loss: 21.4969 val loss: 5.9027 Epoch 2/100 ---------- lr: 0.01 train loss: 6.1751 val loss: 3.6722 Epoch 3/100 ---------- lr: 0.01 train loss: 5.0406 val loss: 3.8353 Epoch 4/100 ---------- lr: 0.01 train loss: 4.4446 val loss: 2.8543 Epoch 5/100 ---------- lr: 0.01 train loss: 3.9272 val loss: 2.5445 Epoch 6/100 ---------- lr: 0.01 train loss: 3.7467 val loss: 2.3352 Epoch 7/100 ---------- lr: 0.01 train loss: 3.4602 val loss: 2.1740 Epoch 8/100 ---------- lr: 0.01 train loss: 3.2079 val loss: 2.2472 Epoch 9/100 ---------- lr: 0.01 train loss: 3.5680 val loss: 2.1909 Epoch 10/100 ---------- lr: 0.01 train loss: 3.4969 val loss: 2.3447 Epoch 11/100 ---------- lr: 0.01 train loss: 2.9217 val loss: 1.7631 Epoch 12/100 ---------- lr: 0.01 train loss: 2.6882 val loss: 1.3907 Epoch 13/100 ---------- lr: 0.01 train loss: 2.6835 val loss: 1.3754 Epoch 14/100 ---------- lr: 0.01 train loss: 2.9124 val loss: 2.7489 Epoch 15/100 ---------- lr: 0.01 train loss: 3.2348 val loss: 1.9603 Epoch 16/100 ---------- lr: 0.01 train loss: 8.3540 val loss: 13.1482 Epoch 17/100 ---------- lr: 0.01 train loss: 13.5783 val loss: 10.4544 Epoch 18/100 ---------- lr: 0.01 train loss: 11.1327 val loss: 7.6965 Epoch 19/100 ---------- lr: 0.01 train loss: 9.6520 val loss: 7.9180 Epoch 20/100 ---------- lr: 0.01 train loss: 8.9435 val loss: 7.8491 Epoch 21/100 ---------- lr: 0.01 train loss: 11.3903 val loss: 12.2368 Epoch 22/100 ---------- lr: 0.01 train loss: 12.8897 val loss: 10.8623 Epoch 23/100 ---------- lr: 0.01 train loss: 11.2385 val loss: 10.8092 Epoch 24/100 ---------- lr: 0.01 train loss: 11.9465 val loss: 9.0198 Epoch 25/100 ---------- lr: 0.01 train loss: 10.0957 val loss: 7.9991 Epoch 26/100 ---------- lr: 0.01 train loss: 9.1898 val loss: 7.7863 Epoch 27/100 ---------- lr: 0.01 train loss: 8.8288 val loss: 7.6744 Epoch 28/100 ---------- lr: 0.01 train loss: 8.8445 val loss: 7.9007 Epoch 29/100 ---------- lr: 0.01 train loss: 8.6898 val loss: 7.6815 Epoch 30/100 ---------- lr: 0.01 train loss: 8.4989 val loss: 7.2510 Epoch 31/100 ---------- lr: 0.01 train loss: 9.2963 val loss: 8.8501 Epoch 32/100 ---------- lr: 0.01 train loss: 10.1109 val loss: 8.0868 Epoch 33/100 ---------- lr: 0.01 train loss: 9.8587 val loss: 8.7598 Epoch 34/100 ---------- lr: 0.01 train loss: 9.7658 val loss: 8.0650 Epoch 35/100 ---------- lr: 0.005 train loss: 8.7919 val loss: 7.3762 Epoch 36/100 ---------- lr: 0.005 train loss: 8.3146 val loss: 6.9818 Epoch 37/100 ---------- lr: 0.005 train loss: 7.8644 val loss: 6.7818 Epoch 38/100 ---------- lr: 0.005 train loss: 7.7452 val loss: 6.4923 Epoch 39/100 ---------- lr: 0.005 train loss: 7.6260 val loss: 6.7409 Epoch 40/100 ---------- lr: 0.005 train loss: 7.6864 val loss: 6.4451 Epoch 41/100 ---------- lr: 0.005 train loss: 7.2995 val loss: 6.1230 Epoch 42/100 ---------- lr: 0.005 train loss: 7.4216 val loss: 6.2927 Epoch 43/100 ---------- lr: 0.005 train loss: 7.5327 val loss: 6.4626 Epoch 44/100 ---------- lr: 0.005 train loss: 7.2565 val loss: 6.6062 Epoch 45/100 ---------- lr: 0.005 train loss: 7.4510 val loss: 6.2181 Epoch 46/100 ---------- lr: 0.005 train loss: 7.4559 val loss: 6.3696 Epoch 47/100 ---------- lr: 0.005 train loss: 7.1781 val loss: 6.0554 Epoch 48/100 ---------- lr: 0.005 train loss: 6.8893 val loss: 5.7037 Epoch 49/100 ---------- lr: 0.005 train loss: 6.7936 val loss: 5.5055 Epoch 50/100 ---------- lr: 0.005 train loss: 6.6054 val loss: 5.7093 Epoch 51/100 ---------- lr: 0.005 train loss: 6.5612 val loss: 5.7519 Epoch 52/100 ---------- lr: 0.005 train loss: 6.5628 val loss: 5.3170 Epoch 53/100 ---------- lr: 0.005 train loss: 6.4641 val loss: 5.7125 Epoch 54/100 ---------- lr: 0.005 train loss: 6.3786 val loss: 5.5065 Epoch 55/100 ---------- lr: 0.005 train loss: 6.5000 val loss: 5.3225 Epoch 56/100 ---------- lr: 0.0025 train loss: 6.1747 val loss: 5.4803 Epoch 57/100 ---------- lr: 0.0025 train loss: 6.0775 val loss: 5.1178 Epoch 58/100 ---------- lr: 0.0025 train loss: 6.0719 val loss: 5.1906 Epoch 59/100 ---------- lr: 0.0025 train loss: 6.0115 val loss: 5.1936 Epoch 60/100 ---------- lr: 0.0025 train loss: 5.9577 val loss: 5.1699 Epoch 61/100 ---------- lr: 0.0025 train loss: 5.9235 val loss: 4.9083 Epoch 62/100 ---------- lr: 0.0025 train loss: 5.8917 val loss: 4.9937 Epoch 63/100 ---------- lr: 0.0025 train loss: 5.8532 val loss: 4.7993 Epoch 64/100 ---------- lr: 0.0025 train loss: 5.8543 val loss: 4.7924 Epoch 65/100 ---------- lr: 0.0025 train loss: 5.8221 val loss: 4.7782 Epoch 66/100 ---------- lr: 0.0025 train loss: 5.9332 val loss: 4.9001 Epoch 67/100 ---------- lr: 0.0025 train loss: 5.9150 val loss: 4.6888 Epoch 68/100 ---------- lr: 0.0025 train loss: 5.8962 val loss: 4.7290 Epoch 69/100 ---------- lr: 0.0025 train loss: 5.9249 val loss: 4.5760 Epoch 70/100 ---------- lr: 0.0025 train loss: 5.8110 val loss: 4.7791 Epoch 71/100 ---------- lr: 0.0025 train loss: 5.7294 val loss: 4.7580 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.0171 val loss: 5.2460 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.1558 val loss: 5.2105 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.1152 val loss: 5.2043 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.0747 val loss: 5.5044 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.0296 val loss: 5.0781 Epoch 77/100 ---------- lr: 0.00125 train loss: 5.8327 val loss: 5.1923 Epoch 78/100 ---------- lr: 0.00125 train loss: 5.7179 val loss: 5.0744 Epoch 79/100 ---------- lr: 0.00125 train loss: 5.7280 val loss: 5.0249 Epoch 80/100 ---------- lr: 0.00125 train loss: 5.7326 val loss: 4.8687 Epoch 81/100 ---------- lr: 0.00125 train loss: 5.6752 val loss: 4.9278 Epoch 82/100 ---------- lr: 0.00125 train loss: 5.6220 val loss: 4.8569 Epoch 83/100 ---------- lr: 0.00125 train loss: 5.7255 val loss: 4.7847 Epoch 84/100 ---------- lr: 0.00125 train loss: 5.6872 val loss: 4.8065 Epoch 85/100 ---------- lr: 0.00125 train loss: 5.6996 val loss: 4.8329 Epoch 86/100 ---------- lr: 0.00125 train loss: 5.6263 val loss: 4.9513 Epoch 87/100 ---------- lr: 0.00125 train loss: 5.6472 val loss: 5.0454 Epoch 88/100 ---------- lr: 0.00125 train loss: 5.6971 val loss: 4.7862 Epoch 89/100 ---------- lr: 0.00125 train loss: 5.6429 val loss: 4.9653 Epoch 90/100 ---------- lr: 0.00125 train loss: 5.6286 val loss: 4.9062 Epoch 91/100 ---------- lr: 0.00125 train loss: 5.7510 val loss: 4.9916 Epoch 92/100 ---------- lr: 0.00125 train loss: 5.7002 val loss: 5.0198 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.7442 val loss: 4.9305 Epoch 94/100 ---------- lr: 0.00125 train loss: 5.6456 val loss: 4.9910 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.6722 val loss: 4.8921 Epoch 96/100 ---------- lr: 0.00125 train loss: 5.6754 val loss: 4.8104 Epoch 97/100 ---------- lr: 0.00125 train loss: 5.6541 val loss: 4.8669 Epoch 98/100 ---------- lr: 0.000625 train loss: 5.5618 val loss: 5.0492 Epoch 99/100 ---------- lr: 0.000625 train loss: 5.5373 val loss: 5.1266 Epoch 100/100 ---------- lr: 0.000625 train loss: 5.5524 val loss: 5.0464 Training complete in 23m 8s Best val loss: 1.3754 at epoch 13 Val MSE at best epoch: 0.4886