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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

Reference for ultralytics/models/nas/val.py

!!! note

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 🙏!

::: ultralytics.models.nas.val.NASValidator