Short Intro for HPCA'21 SpAtten: Efficient Sparse Attention Architecture by Hanrui Wang

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HPCA' SpAtten: Efficient Sparse Attention Architecture w/ Cascade Token/Head Pruning by Hanrui Wang

Chip Demo for "SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning"

Hanrui Wang's Talk at HPCA'20 on "SpArch: Efficient Architecture for Sparse Matrix Multiplication"

Hanrui Wang's 2-min Talk on "SpArch: Efficient Architecture for Sparse Matrix Multiplication"

Hanrui Wang's Introductory talk on "SpArch: Efficient Architecture for Sparse Matrix Multiplication"

Hanrui Wang's Intro on "HAT: Hardware-Aware Transformers for Efficient Natural Language Processing"

F-1 Roofline Model (HPCA 2021)

Sparse Transformers - Tsvetomila Mihaylova [PyData Sofia April 2020]