Views
No views yet
| Training Loss | Epoch | Step | Validation Loss | Precision | Recall | F1 | Accuracy |
|---|---|---|---|---|---|---|---|
| 0.2865 | 0.1139 | 200 | 0.1309 | 0.8429 | 0.8575 | 0.8501 | 0.9673 |
| 0.1158 | 0.2278 | 400 | 0.0875 | 0.8851 | 0.9122 | 0.8985 | 0.9782 |
| 0.1090 | 0.3417 | 600 | 0.0738 | 0.9013 | 0.9198 | 0.9105 | 0.9797 |
| 0.0758 | 0.4556 | 800 | 0.0811 | 0.9222 | 0.9346 | 0.9284 | 0.9826 |
| 0.0829 | 0.5695 | 1000 | 0.0600 | 0.9287 | 0.9454 | 0.9370 | 0.9856 |
| 0.0686 | 0.6834 | 1200 | 0.0668 | 0.9134 | 0.9365 | 0.9248 | 0.9844 |
| 0.0684 | 0.7973 | 1400 | 0.0636 | 0.9350 | 0.9500 | 0.9424 | 0.9871 |
| 0.0676 | 0.9112 | 1600 | 0.0596 | 0.9291 | 0.9453 | 0.9371 | 0.9855 |
| 0.0793 | 1.0251 | 1800 | 0.0566 | 0.9283 | 0.9508 | 0.9394 | 0.9862 |
| 0.0444 | 1.1390 | 2000 | 0.0559 | 0.9350 | 0.9505 | 0.9427 | 0.9875 |
| 0.0462 | 1.2528 | 2200 | 0.0510 | 0.9389 | 0.9525 | 0.9457 | 0.9883 |
| 0.0420 | 1.3667 | 2400 | 0.0590 | 0.9360 | 0.9486 | 0.9423 | 0.9870 |
| 0.0363 | 1.4806 | 2600 | 0.0552 | 0.9423 | 0.9549 | 0.9485 | 0.9883 |
| 0.0401 | 1.5945 | 2800 | 0.0553 | 0.9426 | 0.9522 | 0.9474 | 0.9879 |
| 0.0392 | 1.7084 | 3000 | 0.0475 | 0.9506 | 0.9587 | 0.9546 | 0.9898 |
| 0.0348 | 1.8223 | 3200 | 0.0437 | 0.9476 | 0.9597 | 0.9536 | 0.9900 |
| 0.0380 | 1.9362 | 3400 | 0.0478 | 0.9492 | 0.9606 | 0.9549 | 0.9898 |
| 0.0231 | 2.0501 | 3600 | 0.0475 | 0.9514 | 0.9623 | 0.9568 | 0.9902 |
| 0.0204 | 2.1640 | 3800 | 0.0461 | 0.9520 | 0.9629 | 0.9575 | 0.9904 |
| 0.0207 | 2.2779 | 4000 | 0.0454 | 0.9556 | 0.9645 | 0.9600 | 0.9910 |
| 0.0208 | 2.3918 | 4200 | 0.0450 | 0.9536 | 0.9631 | 0.9584 | 0.9906 |
| 0.0207 | 2.5057 | 4400 | 0.0433 | 0.9563 | 0.9629 | 0.9596 | 0.9910 |
| 0.0228 | 2.6196 | 4600 | 0.0427 | 0.9557 | 0.9633 | 0.9595 | 0.9910 |
| 0.0210 | 2.7335 | 4800 | 0.0428 | 0.9549 | 0.9629 | 0.9589 | 0.9909 |
| 0.0248 | 2.8474 | 5000 | 0.0430 | 0.9559 | 0.9641 | 0.96 | 0.9911 |
| 0.0167 | 2.9613 | 5200 | 0.0428 | 0.9564 | 0.9640 | 0.9602 | 0.9912 |
| 0.0167 | 3.0 | 5268 | 0.0427 | 0.9564 | 0.9640 | 0.9602 | 0.9913 |