Onyx: A Programmable Accelerator for Sparse Tensor Algebra

Kalhan Koul,Maxwell Strange,Jackson Melchert,Alex Carsello,Yuchen Mei,Olivia Hsu,Taeyoung Kong,Po-Han Chen, Huifeng Ke,Keyi Zhang,Qiaoyi Liu,Gedeon Nyengele, Akhilesh Balasingam, Jayashree Adivarahan,Ritvik Sharma, Zhouhua Xie,Christopher Torng,Joel S. Emer,Fredrik Kjolstad,Mark Horowitz,Priyanka Raina

IEEE Hot Chips Symposium（2024）

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关键词

Sparse Tensor,Tensor Algebra,Machine Learning,Matrix Multiplication,Multiple Inputs,Memory Control,Storage Form,Hardware Accelerators,Intermediate Storage

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