Greedy Prefetch for Reducing Off-Chip Memory Accesses in Convolutional Neural Network Inference

The high parameter and memory access demands of CNNs highlight the need to reduce off-chip memory accesses. While recent approaches have improved data reuse to lessen these accesses, simple and efficient prefetching methods are still lacking. This paper introduces a greedy prefetch method that uses...

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Bibliographic Details

Published in:	Information
Main Authors:	Dengtian Yang, Lan Chen
Format:	Article
Language:	English
Published:	MDPI AG 2025-02-01
Subjects:	deep learning greedy prefetch accelerator
Online Access:	https://www.mdpi.com/2078-2489/16/3/164