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| description: Learn how Ultralytics uses lazy imports with __getattr__ to speed up package startup and load model classes like YOLO, NAS, RTDETR, and SAM only when needed. | |
| keywords: Ultralytics, YOLO, lazy import, __getattr__, NAS, RTDETR, SAM, FastSAM, YOLOWorld, performance, startup time, optimization | |
| # Reference for `ultralytics/__init__.py` | |
| !!! success "Improvements" | |
| This page is sourced from [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/\_\_init\_\_.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/__init__.py). Have an improvement or example to add? Open a [Pull Request](https://docs.ultralytics.com/help/contributing/) β thank you! π | |
| <br> | |
| ## ::: ultralytics.__init__.__getattr__ | |
| <br><br><hr><br> | |
| ## ::: ultralytics.__init__.__dir__ | |
| <br><br> | |