Epoch 1/100 ---------- lr: 0.01 train loss: 45.2610 val loss: 22.1336 Epoch 2/100 ---------- lr: 0.01 train loss: 13.1694 val loss: 6.9528 Epoch 3/100 ---------- lr: 0.01 train loss: 8.2246 val loss: 5.7408 Epoch 4/100 ---------- lr: 0.01 train loss: 6.4816 val loss: 4.6103 Epoch 5/100 ---------- lr: 0.01 train loss: 5.7209 val loss: 4.1520 Epoch 6/100 ---------- lr: 0.01 train loss: 5.2262 val loss: 5.7024 Epoch 7/100 ---------- lr: 0.01 train loss: 4.9643 val loss: 3.3405 Epoch 8/100 ---------- lr: 0.01 train loss: 4.5809 val loss: 3.3411 Epoch 9/100 ---------- lr: 0.01 train loss: 4.0799 val loss: 3.0373 Epoch 10/100 ---------- lr: 0.01 train loss: 4.0314 val loss: 2.6812 Epoch 11/100 ---------- lr: 0.01 train loss: 4.2147 val loss: 2.6744 Epoch 12/100 ---------- lr: 0.01 train loss: 3.7294 val loss: 2.8780 Epoch 13/100 ---------- lr: 0.01 train loss: 3.4880 val loss: 2.1277 Epoch 14/100 ---------- lr: 0.01 train loss: 3.3117 val loss: 2.3592 Epoch 15/100 ---------- lr: 0.01 train loss: 3.4659 val loss: 1.8960 Epoch 16/100 ---------- lr: 0.01 train loss: 3.3142 val loss: 2.3324 Epoch 17/100 ---------- lr: 0.01 train loss: 3.1493 val loss: 2.0801 Epoch 18/100 ---------- lr: 0.01 train loss: 2.9236 val loss: 1.8508 Epoch 19/100 ---------- lr: 0.01 train loss: 2.8504 val loss: 1.7663 Epoch 20/100 ---------- lr: 0.01 train loss: 3.3878 val loss: 2.4962 Epoch 21/100 ---------- lr: 0.01 train loss: 3.5332 val loss: 2.1239 Epoch 22/100 ---------- lr: 0.01 train loss: 2.8477 val loss: 1.9156 Epoch 23/100 ---------- lr: 0.01 train loss: 3.1189 val loss: 2.0415 Epoch 24/100 ---------- lr: 0.01 train loss: 2.9834 val loss: 1.7387 Epoch 25/100 ---------- lr: 0.01 train loss: 2.7526 val loss: 1.7281 Epoch 26/100 ---------- lr: 0.01 train loss: 6.6989 val loss: 11.3589 Epoch 27/100 ---------- lr: 0.01 train loss: 9.0867 val loss: 6.9199 Epoch 28/100 ---------- lr: 0.01 train loss: 10.9369 val loss: 8.9414 Epoch 29/100 ---------- lr: 0.01 train loss: 10.6886 val loss: 9.1825 Epoch 30/100 ---------- lr: 0.01 train loss: 9.5222 val loss: 7.8445 Epoch 31/100 ---------- lr: 0.01 train loss: 8.6698 val loss: 6.5132 Epoch 32/100 ---------- lr: 0.01 train loss: 7.9702 val loss: 6.5459 Epoch 33/100 ---------- lr: 0.01 train loss: 7.7682 val loss: 6.3551 Epoch 34/100 ---------- lr: 0.01 train loss: 7.6659 val loss: 6.2185 Epoch 35/100 ---------- lr: 0.01 train loss: 7.4807 val loss: 6.2283 Epoch 36/100 ---------- lr: 0.01 train loss: 7.2257 val loss: 5.7683 Epoch 37/100 ---------- lr: 0.01 train loss: 7.8876 val loss: 6.7258 Epoch 38/100 ---------- lr: 0.01 train loss: 8.2570 val loss: 7.7239 Epoch 39/100 ---------- lr: 0.01 train loss: 10.5758 val loss: 11.0410 Epoch 40/100 ---------- lr: 0.01 train loss: 10.6391 val loss: 9.0722 Epoch 41/100 ---------- lr: 0.01 train loss: 10.3881 val loss: 8.0504 Epoch 42/100 ---------- lr: 0.01 train loss: 10.5588 val loss: 13.8031 Epoch 43/100 ---------- lr: 0.01 train loss: 11.4166 val loss: 9.0479 Epoch 44/100 ---------- lr: 0.01 train loss: 10.2157 val loss: 8.6598 Epoch 45/100 ---------- lr: 0.01 train loss: 9.3977 val loss: 8.0370 Epoch 46/100 ---------- lr: 0.01 train loss: 9.1044 val loss: 7.5392 Epoch 47/100 ---------- lr: 0.005 train loss: 8.3836 val loss: 6.7505 Epoch 48/100 ---------- lr: 0.005 train loss: 8.0728 val loss: 6.8326 Epoch 49/100 ---------- lr: 0.005 train loss: 7.8426 val loss: 6.4220 Epoch 50/100 ---------- lr: 0.005 train loss: 7.7419 val loss: 6.4899 Epoch 51/100 ---------- lr: 0.005 train loss: 7.5577 val loss: 5.9561 Epoch 52/100 ---------- lr: 0.005 train loss: 7.4236 val loss: 6.2472 Epoch 53/100 ---------- lr: 0.005 train loss: 7.4303 val loss: 5.8782 Epoch 54/100 ---------- lr: 0.005 train loss: 7.7194 val loss: 7.1065 Epoch 55/100 ---------- lr: 0.005 train loss: 8.0045 val loss: 6.2238 Epoch 56/100 ---------- lr: 0.005 train loss: 7.8679 val loss: 6.4362 Epoch 57/100 ---------- lr: 0.005 train loss: 7.6154 val loss: 6.2329 Epoch 58/100 ---------- lr: 0.005 train loss: 7.5819 val loss: 6.2072 Epoch 59/100 ---------- lr: 0.005 train loss: 7.5323 val loss: 6.3227 Epoch 60/100 ---------- lr: 0.005 train loss: 8.1570 val loss: 6.6330 Epoch 61/100 ---------- lr: 0.005 train loss: 7.8954 val loss: 6.5938 Epoch 62/100 ---------- lr: 0.005 train loss: 7.8207 val loss: 6.8107 Epoch 63/100 ---------- lr: 0.005 train loss: 7.7901 val loss: 7.1949 Epoch 64/100 ---------- lr: 0.005 train loss: 7.8644 val loss: 6.8537 Epoch 65/100 ---------- lr: 0.005 train loss: 7.6863 val loss: 6.7997 Epoch 66/100 ---------- lr: 0.005 train loss: 7.8025 val loss: 6.4750 Epoch 67/100 ---------- lr: 0.005 train loss: 7.4606 val loss: 7.0210 Epoch 68/100 ---------- lr: 0.0025 train loss: 7.1406 val loss: 6.2120 Epoch 69/100 ---------- lr: 0.0025 train loss: 6.9866 val loss: 6.0455 Epoch 70/100 ---------- lr: 0.0025 train loss: 6.8854 val loss: 6.0001 Epoch 71/100 ---------- lr: 0.0025 train loss: 6.8895 val loss: 5.9708 Epoch 72/100 ---------- lr: 0.0025 train loss: 6.9521 val loss: 5.8906 Epoch 73/100 ---------- lr: 0.0025 train loss: 6.8310 val loss: 5.9288 Epoch 74/100 ---------- lr: 0.0025 train loss: 6.7381 val loss: 6.0297 Epoch 75/100 ---------- lr: 0.0025 train loss: 6.7283 val loss: 5.7581 Epoch 76/100 ---------- lr: 0.0025 train loss: 6.7352 val loss: 5.9699 Epoch 77/100 ---------- lr: 0.0025 train loss: 6.7458 val loss: 5.8437 Epoch 78/100 ---------- lr: 0.0025 train loss: 6.5757 val loss: 5.7425 Epoch 79/100 ---------- lr: 0.0025 train loss: 6.5301 val loss: 5.8360 Epoch 80/100 ---------- lr: 0.0025 train loss: 6.4569 val loss: 5.6219 Epoch 81/100 ---------- lr: 0.0025 train loss: 6.4830 val loss: 5.8764 Epoch 82/100 ---------- lr: 0.0025 train loss: 6.4500 val loss: 5.8166 Epoch 83/100 ---------- lr: 0.0025 train loss: 6.4425 val loss: 6.0034 Epoch 84/100 ---------- lr: 0.0025 train loss: 6.6218 val loss: 5.9232 Epoch 85/100 ---------- lr: 0.0025 train loss: 6.5066 val loss: 6.2290 Epoch 86/100 ---------- lr: 0.0025 train loss: 6.6387 val loss: 5.9637 Epoch 87/100 ---------- lr: 0.0025 train loss: 6.4461 val loss: 5.9876 Epoch 88/100 ---------- lr: 0.0025 train loss: 6.3480 val loss: 5.6727 Epoch 89/100 ---------- lr: 0.00125 train loss: 6.1675 val loss: 5.6253 Epoch 90/100 ---------- lr: 0.00125 train loss: 6.1084 val loss: 5.6408 Epoch 91/100 ---------- lr: 0.00125 train loss: 6.1107 val loss: 5.4526 Epoch 92/100 ---------- lr: 0.00125 train loss: 6.0813 val loss: 5.2944 Epoch 93/100 ---------- lr: 0.00125 train loss: 5.9837 val loss: 5.2347 Epoch 94/100 ---------- lr: 0.00125 train loss: 6.0277 val loss: 5.2433 Epoch 95/100 ---------- lr: 0.00125 train loss: 5.9847 val loss: 5.2695 Epoch 96/100 ---------- lr: 0.00125 train loss: 6.0030 val loss: 5.2231 Epoch 97/100 ---------- lr: 0.00125 train loss: 6.0050 val loss: 5.2755 Epoch 98/100 ---------- lr: 0.00125 train loss: 5.9568 val loss: 5.2230 Epoch 99/100 ---------- lr: 0.00125 train loss: 5.9782 val loss: 5.2207 Epoch 100/100 ---------- lr: 0.00125 train loss: 5.8836 val loss: 5.1692 Training complete in 33m 9s Best val loss: 1.7281 at epoch 25 Val MSE at best epoch: 0.6026