The Sparse Abstract Machine

Olivia Hsu; Maxwell Strange; Ritvik Sharma; Jaeyeon Won; Kunle Olukotun; Joel S. Emer; Mark A. Horowitz; Fredrik Kjolstad

doi:10.1145/3582016.3582051

ASPLOS · March 2023

The Sparse Abstract Machine

Olivia Hsu Maxwell StrangeRitvik SharmaJaeyeon WonKunle OlukotunJoel S. EmerMark A. Horowitz Fredrik Kjolstad

International Conference on Architectural Support for Programming Languages and Operating Systems

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Topics Accelerators & dataflow Sparse tensor algebra Compiler representations

Related software

SAM: The Sparse Abstract Machine A streaming-dataflow abstract machine and intermediate representation for compiling sparse tensor algebra to reconfigurable and fixed-function dataflow accelerators.

Cite this paper

BibTeX

@inproceedings{hsu2023sparse,
  author    = {Hsu, Olivia and Strange, Maxwell and Sharma, Ritvik and Won, Jaeyeon and Olukotun, Kunle and Emer, Joel S. and Horowitz, Mark A. and Kjolstad, Fredrik},
  title     = {The Sparse Abstract Machine},
  booktitle = {Proceedings of the 28th {ACM} International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 3},
  year      = {2023},
  month     = mar,
  pages     = {710--726},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3582016.3582051},
  url       = {https://doi.org/10.1145/3582016.3582051}
}

Citation

Olivia Hsu, Maxwell Strange, Ritvik Sharma, Jaeyeon Won, Kunle Olukotun, Joel S. Emer, Mark A. Horowitz, and Fredrik Kjolstad. The Sparse Abstract Machine. ASPLOS, 2023.

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