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| description: Explore the Ultralytics NASValidator for efficient YOLO model validation. Learn about NMS and post-processing configurations. |
| keywords: Ultralytics, YOLO, NASValidator, object detection, non-maximum suppression, NMS, YOLO models, machine learning |
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| # Reference for `ultralytics/models/nas/val.py` |
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| !!! Note |
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| This file is available at [https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py](https://github.com/ultralytics/ultralytics/blob/main/ultralytics/models/nas/val.py). If you spot a problem please help fix it by [contributing](https://docs.ultralytics.com/help/contributing/) a [Pull Request](https://github.com/ultralytics/ultralytics/edit/main/ultralytics/models/nas/val.py) 🛠️. Thank you 🙏! |
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| ## ::: ultralytics.models.nas.val.NASValidator |
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| <br><br> |
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