Epoch 1/100 ---------- lr: 0.001 train loss: 20.1239 val loss: 4.9268 Epoch 2/100 ---------- lr: 0.001 train loss: 5.9716 val loss: 4.1866 Epoch 3/100 ---------- lr: 0.001 train loss: 5.2085 val loss: 3.6547 Epoch 4/100 ---------- lr: 0.001 train loss: 4.8274 val loss: 3.2986 Epoch 5/100 ---------- lr: 0.001 train loss: 4.6817 val loss: 5.2047 Epoch 6/100 ---------- lr: 0.001 train loss: 4.5249 val loss: 2.9443 Epoch 7/100 ---------- lr: 0.001 train loss: 4.1476 val loss: 2.8769 Epoch 8/100 ---------- lr: 0.001 train loss: 4.0665 val loss: 2.7501 Epoch 9/100 ---------- lr: 0.001 train loss: 3.9435 val loss: 2.7172 Epoch 10/100 ---------- lr: 0.001 train loss: 3.7922 val loss: 2.5999 Epoch 11/100 ---------- lr: 0.001 train loss: 3.7713 val loss: 2.4095 Epoch 12/100 ---------- lr: 0.001 train loss: 3.6130 val loss: 4.8091 Epoch 13/100 ---------- lr: 0.001 train loss: 4.0065 val loss: 2.4672 Epoch 14/100 ---------- lr: 0.001 train loss: 3.6392 val loss: 2.3128 Epoch 15/100 ---------- lr: 0.001 train loss: 3.5020 val loss: 2.1237 Epoch 16/100 ---------- lr: 0.001 train loss: 3.4079 val loss: 2.0392 Epoch 17/100 ---------- lr: 0.001 train loss: 3.4167 val loss: 2.1464 Epoch 18/100 ---------- lr: 0.001 train loss: 3.3137 val loss: 2.0493 Epoch 19/100 ---------- lr: 0.001 train loss: 3.2339 val loss: 2.0514 Epoch 20/100 ---------- lr: 0.001 train loss: 3.1570 val loss: 1.8672 Epoch 21/100 ---------- lr: 0.001 train loss: 3.1461 val loss: 1.8459 Epoch 22/100 ---------- lr: 0.001 train loss: 3.1130 val loss: 1.7179 Epoch 23/100 ---------- lr: 0.001 train loss: 3.0373 val loss: 1.7467 Epoch 24/100 ---------- lr: 0.001 train loss: 3.0941 val loss: 1.7221 Epoch 25/100 ---------- lr: 0.001 train loss: 2.9497 val loss: 1.6212 Epoch 26/100 ---------- lr: 0.001 train loss: 2.9304 val loss: 1.5479 Epoch 27/100 ---------- lr: 0.001 train loss: 2.9531 val loss: 1.6161 Epoch 28/100 ---------- lr: 0.001 train loss: 2.8716 val loss: 1.5127 Epoch 29/100 ---------- lr: 0.001 train loss: 2.8339 val loss: 1.6071 Epoch 30/100 ---------- lr: 0.001 train loss: 2.8423 val loss: 1.5785 Epoch 31/100 ---------- lr: 0.001 train loss: 2.8249 val loss: 1.5848 Epoch 32/100 ---------- lr: 0.001 train loss: 2.8171 val loss: 1.5121 Epoch 33/100 ---------- lr: 0.001 train loss: 2.7256 val loss: 1.4052 Epoch 34/100 ---------- lr: 0.001 train loss: 2.6808 val loss: 1.3292 Epoch 35/100 ---------- lr: 0.001 train loss: 2.6677 val loss: 1.4089 Epoch 36/100 ---------- lr: 0.001 train loss: 2.6515 val loss: 1.3786 Epoch 37/100 ---------- lr: 0.001 train loss: 2.6143 val loss: 1.3709 Epoch 38/100 ---------- lr: 0.001 train loss: 2.5901 val loss: 1.2492 Epoch 39/100 ---------- lr: 0.001 train loss: 2.5572 val loss: 1.2716 Epoch 40/100 ---------- lr: 0.001 train loss: 2.5664 val loss: 1.3265 Epoch 41/100 ---------- lr: 0.001 train loss: 2.5690 val loss: 1.2245 Epoch 42/100 ---------- lr: 0.001 train loss: 2.5068 val loss: 1.2844 Epoch 43/100 ---------- lr: 0.001 train loss: 2.4788 val loss: 1.1861 Epoch 44/100 ---------- lr: 0.001 train loss: 2.4885 val loss: 1.1708 Epoch 45/100 ---------- lr: 0.001 train loss: 2.6799 val loss: 1.3283 Epoch 46/100 ---------- lr: 0.001 train loss: 2.4951 val loss: 1.1872 Epoch 47/100 ---------- lr: 0.001 train loss: 2.4453 val loss: 1.0803 Epoch 48/100 ---------- lr: 0.001 train loss: 2.4171 val loss: 1.1347 Epoch 49/100 ---------- lr: 0.001 train loss: 2.3945 val loss: 1.1207 Epoch 50/100 ---------- lr: 0.001 train loss: 2.3811 val loss: 1.1498 Epoch 51/100 ---------- lr: 0.001 train loss: 2.4070 val loss: 1.1283 Epoch 52/100 ---------- lr: 0.001 train loss: 2.3647 val loss: 1.0107 Epoch 53/100 ---------- lr: 0.001 train loss: 2.3374 val loss: 1.0385 Epoch 54/100 ---------- lr: 0.001 train loss: 2.3581 val loss: 1.0844 Epoch 55/100 ---------- lr: 0.001 train loss: 2.3511 val loss: 1.1189 Epoch 56/100 ---------- lr: 0.001 train loss: 2.3211 val loss: 0.9809 Epoch 57/100 ---------- lr: 0.001 train loss: 2.3068 val loss: 1.1264 Epoch 58/100 ---------- lr: 0.001 train loss: 2.3251 val loss: 1.0955 Epoch 59/100 ---------- lr: 0.001 train loss: 2.3139 val loss: 1.2192 Epoch 60/100 ---------- lr: 0.001 train loss: 2.3023 val loss: 0.9897 Epoch 61/100 ---------- lr: 0.001 train loss: 2.2548 val loss: 1.0240 Epoch 62/100 ---------- lr: 0.001 train loss: 2.2509 val loss: 1.0105 Epoch 63/100 ---------- lr: 0.001 train loss: 2.2330 val loss: 0.9801 Epoch 64/100 ---------- lr: 0.001 train loss: 2.2237 val loss: 0.9200 Epoch 65/100 ---------- lr: 0.001 train loss: 2.2925 val loss: 0.9466 Epoch 66/100 ---------- lr: 0.001 train loss: 2.2834 val loss: 0.9588 Epoch 67/100 ---------- lr: 0.001 train loss: 2.1956 val loss: 0.9361 Epoch 68/100 ---------- lr: 0.001 train loss: 2.1905 val loss: 0.9374 Epoch 69/100 ---------- lr: 0.001 train loss: 2.1764 val loss: 0.8880 Epoch 70/100 ---------- lr: 0.001 train loss: 2.1834 val loss: 0.9583 Epoch 71/100 ---------- lr: 0.001 train loss: 2.3206 val loss: 0.9520 Epoch 72/100 ---------- lr: 0.001 train loss: 2.1651 val loss: 0.8496 Epoch 73/100 ---------- lr: 0.001 train loss: 2.1378 val loss: 0.8365 Epoch 74/100 ---------- lr: 0.001 train loss: 2.1380 val loss: 0.8461 Epoch 75/100 ---------- lr: 0.001 train loss: 2.1275 val loss: 0.8827 Epoch 76/100 ---------- lr: 0.001 train loss: 2.1296 val loss: 0.8931 Epoch 77/100 ---------- lr: 0.001 train loss: 2.1266 val loss: 0.8610 Epoch 78/100 ---------- lr: 0.001 train loss: 2.1307 val loss: 0.8696 Epoch 79/100 ---------- lr: 0.001 train loss: 2.1095 val loss: 0.8922 Epoch 80/100 ---------- lr: 0.001 train loss: 2.0990 val loss: 0.8380 Epoch 81/100 ---------- lr: 0.001 train loss: 2.1088 val loss: 0.8761 Epoch 82/100 ---------- lr: 0.001 train loss: 2.1014 val loss: 0.7957 Epoch 83/100 ---------- lr: 0.001 train loss: 2.0783 val loss: 0.7979 Epoch 84/100 ---------- lr: 0.001 train loss: 2.0948 val loss: 0.8030 Epoch 85/100 ---------- lr: 0.001 train loss: 2.0787 val loss: 0.8126 Epoch 86/100 ---------- lr: 0.001 train loss: 2.1012 val loss: 0.7886 Epoch 87/100 ---------- lr: 0.001 train loss: 2.0694 val loss: 0.7834 Epoch 88/100 ---------- lr: 0.001 train loss: 2.0525 val loss: 0.8588 Epoch 89/100 ---------- lr: 0.001 train loss: 2.0605 val loss: 0.8026 Epoch 90/100 ---------- lr: 0.001 train loss: 2.0472 val loss: 0.7904 Epoch 91/100 ---------- lr: 0.001 train loss: 2.3442 val loss: 1.1138 Epoch 92/100 ---------- lr: 0.001 train loss: 2.1600 val loss: 0.8391 Epoch 93/100 ---------- lr: 0.001 train loss: 2.0605 val loss: 0.7791 Epoch 94/100 ---------- lr: 0.001 train loss: 2.0355 val loss: 0.7838 Epoch 95/100 ---------- lr: 0.001 train loss: 2.0284 val loss: 0.7723 Epoch 96/100 ---------- lr: 0.001 train loss: 2.0366 val loss: 0.7691 Epoch 97/100 ---------- lr: 0.001 train loss: 2.0231 val loss: 0.7480 Epoch 98/100 ---------- lr: 0.001 train loss: 2.0232 val loss: 0.7640 Epoch 99/100 ---------- lr: 0.001 train loss: 2.0044 val loss: 0.7252 Epoch 100/100 ---------- lr: 0.001 train loss: 1.9961 val loss: 0.7560 Training complete in 7m 12s Best val loss: 0.7252 at epoch 99 Val MSE at best epoch: 0.3077