| ## Description | |
| Brief description of the changes in this PR. | |
| ## Type of Change | |
| - [ ] Bug fix (non-breaking change which fixes an issue) | |
| - [ ] New feature (non-breaking change which adds functionality) | |
| - [ ] Breaking change (fix or feature that would cause existing functionality to not work as expected) | |
| - [ ] Documentation update | |
| - [ ] Performance improvement | |
| - [ ] Code refactoring | |
| - [ ] Test improvements | |
| ## Changes Made | |
| - List the main changes made in this PR | |
| - Be specific about what was added, modified, or removed | |
| - Include any new dependencies or configuration changes | |
| ## Testing | |
| - [ ] I have added tests that prove my fix is effective or that my feature works | |
| - [ ] New and existing unit tests pass locally with my changes | |
| - [ ] I have run the smoke test (`python -m tests.smoke_test`) | |
| - [ ] I have tested this change on multiple environments (if applicable) | |
| ## Documentation | |
| - [ ] I have updated the documentation accordingly | |
| - [ ] I have updated the docstrings for any new or modified functions | |
| - [ ] I have added examples or usage instructions (if applicable) | |
| ## Checklist | |
| - [ ] My code follows the style guidelines of this project | |
| - [ ] I have performed a self-review of my own code | |
| - [ ] I have commented my code, particularly in hard-to-understand areas | |
| - [ ] My changes generate no new warnings | |
| - [ ] I have run `pre-commit run --all-files` and fixed any issues | |
| - [ ] I have checked that my changes don't break existing functionality | |
| ## Performance Impact | |
| If applicable, describe the performance impact of your changes: | |
| - Memory usage: [increase/decrease/no change] | |
| - Training speed: [faster/slower/no change] | |
| - Inference speed: [faster/slower/no change] | |
| ## Breaking Changes | |
| If this is a breaking change, describe: | |
| - What functionality is affected | |
| - How users should migrate their code | |
| - Any deprecation warnings added | |
| ## Screenshots/Examples | |
| If applicable, add screenshots or code examples to help explain your changes. | |
| ## Related Issues | |
| Closes #[issue number] | |
| Fixes #[issue number] | |
| Related to #[issue number] | |
| ## Additional Notes | |
| Any additional information that reviewers should know about this PR. | |