稀疏CNN加速器的散射网络优化

2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) Pub Date : 2019-03-01 DOI:10.1109/AICAS.2019.8771480

Sunwoo Kim, Chung-Mok Lee, Haesung Park, Jooho Wang, Sungkyung Park, C. Park

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引用次数: 3

摘要

稀疏CNN (SCNN)加速器容易受到其分散网络总线争用的困扰。本文考虑了散射网络的优化问题。几种网络拓扑和仲裁算法在性能和面积方面进行了评估。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Optimizations of Scatter Network for Sparse CNN Accelerators

Sparse CNN (SCNN) accelerators tend to suffer from the bus contention of its scatter network. This paper considers the optimizations of the scatter network. Several network topologies and arbitration algorithms are evaluated in terms of performance and area.

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来源期刊

2019 IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS)

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