DISTAL: The Distributed Tensor Algebra Compiler

Rohan Yadav; Alex Aiken; Fredrik Kjolstad

doi:10.1145/3519939.3523437

PLDI · June 2022

DISTAL: The Distributed Tensor Algebra Compiler

Rohan Yadav Alex Aiken Fredrik Kjolstad

ACM SIGPLAN Conference on Programming Language Design and Implementation

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Topics Distributed computation

Related software

DISTAL: The Distributed Tensor Algebra Compiler A compiler for distributed dense tensor algebra that lets users specify how data is distributed and how computation is distributed independently, then compiles to a task-based runtime.

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BibTeX

@inproceedings{yadav2022distal,
  author    = {Yadav, Rohan and Aiken, Alex and Kjolstad, Fredrik},
  title     = {{DISTAL}: The Distributed Tensor Algebra Compiler},
  booktitle = {Proceedings of the 43rd {ACM SIGPLAN} International Conference on Programming Language Design and Implementation},
  year      = {2022},
  month     = jun,
  pages     = {286--300},
  publisher = {Association for Computing Machinery},
  address   = {New York, NY, USA},
  doi       = {10.1145/3519939.3523437},
  url       = {https://doi.org/10.1145/3519939.3523437}
}

Citation

Rohan Yadav, Alex Aiken, and Fredrik Kjolstad. DISTAL: The Distributed Tensor Algebra Compiler. PLDI, 2022.

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