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description: >-
Explore the utilities and functions of the Ultralytics NASValidator. Find out
how it benefits allocation and optimization in AI models.
keywords: >-
Ultralytics, NASValidator, models.nas.val.NASValidator, AI models, allocation,
optimization
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 🙏!