G-Sparse: Compiler-Driven Acceleration for Generalized Sparse Computation for Graph Neural Networks on Modern GPUs

Yue Jin, Chengying Huan, Heng Zhang, Yongchao Liu, Shuaiwen Leon Song, Rui Zhao, Yao Zhang, Changhua He, Wenguang Chen. G-Sparse: Compiler-Driven Acceleration for Generalized Sparse Computation for Graph Neural Networks on Modern GPUs. In 32nd International Conference on Parallel Architectures and Compilation Techniques, PACT 2023, Vienna, Austria, October 21-25, 2023. pages 137-149, IEEE, 2023. [doi]

Abstract

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