gem5-NVDLA: A Simulation Framework for Compiling, Scheduling, and Architecture Evaluation on AI System-on-Chips

Recent years have seen an increasing trend in designing AI accelerators together with the rest of the system, including CPUs and memory hierarchy. This trend calls for high-quality simulators or analytical models that enable such kind of co-exploration. Currently, the majority of such exploration is...

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Bibliographic Details
Published in:ACM transactions on design automation of electronic systems 2024-09, Vol.29 (5), p.1-20, Article 84
Main Authors: Lai, Chengtao, Zhang, Wei
Format: Article
Language:English
Subjects:
Architectures
Computer systems organization
Computing methodologies
Machine learning
Modeling and simulation
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