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description: Learn how to use NASPredictor in Ultralytics YOLO for deploying efficient CNN models with search algorithms in neural architecture search.
keywords: Ultralytics YOLO, NASPredictor, neural architecture search, efficient CNN models, search algorithms
---

## NASPredictor
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### ::: ultralytics.yolo.nas.predict.NASPredictor
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