--- 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 --- :::ultralytics.yolo.nas.predict.NASPredictor