Search Results for author: Hongbo Rong

Found 2 papers, 1 papers with code

UniSparse: An Intermediate Language for General Sparse Format Customization

1 code implementation9 Mar 2024 Jie Liu, Zhongyuan Zhao, Zijian Ding, Benjamin Brock, Hongbo Rong, Zhiru Zhang

The ongoing trend of hardware specialization has led to a growing use of custom data formats when processing sparse workloads, which are typically memory-bound.

Attribute Code Generation

Systolic Computing on GPUs for Productive Performance

no code implementations29 Oct 2020 Hongbo Rong, Xiaochen Hao, Yun Liang, Lidong Xu, Hong H Jiang, Pradeep Dubey

We propose a language and compiler to productively build high-performance {\it software systolic arrays} that run on GPUs.

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