Training and Evaluation Metrics
Step | Training Loss | Validation Loss | Precision | Recall | F1 | Accuracy |
---|---|---|---|---|---|---|
100 | No log | 0.130350 | 0.811586 | 0.813967 | 0.812775 | 0.967825 |
200 | No log | 0.118637 | 0.805917 | 0.799296 | 0.802593 | 0.969627 |
300 | No log | 0.111506 | 0.844997 | 0.857394 | 0.851151 | 0.973616 |
400 | No log | 0.148247 | 0.799665 | 0.840962 | 0.819794 | 0.967889 |
500 | 0.067400 | 0.167907 | 0.849355 | 0.850352 | 0.849853 | 0.970656 |
600 | 0.067400 | 0.104786 | 0.863288 | 0.859742 | 0.861511 | 0.977477 |
700 | 0.067400 | 0.101450 | 0.835253 | 0.850939 | 0.843023 | 0.975354 |
800 | 0.067400 | 0.089085 | 0.879619 | 0.866197 | 0.872856 | 0.979408 |
900 | 0.067400 | 0.084659 | 0.886848 | 0.878521 | 0.882665 | 0.980566 |
1000 | 0.051100 | 0.084741 | 0.883048 | 0.877347 | 0.880188 | 0.980566 |