SpDISTAL: Compiling Distributed Sparse Tensor Computations

Rohan Yadav; Alex Aiken; Fredrik Kjolstad

SC · November 2022

SpDISTAL: Compiling Distributed Sparse Tensor Computations

Rohan Yadav Alex Aiken Fredrik Kjolstad

International Conference for High Performance Computing, Networking, Storage and Analysis

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Topics Distributed computation Sparse tensor algebra

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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Citation

Rohan Yadav, Alex Aiken, and Fredrik Kjolstad. SpDISTAL: Compiling Distributed Sparse Tensor Computations. SC, 2022.

BibTeX

@inproceedings{yadav2022spdistal,
  title     = {SpDISTAL: Compiling Distributed Sparse Tensor Computations},
  author    = {Rohan Yadav and Alex Aiken and Fredrik Kjolstad},
  booktitle = {International Conference for High Performance Computing, Networking, Storage and Analysis},
  year      = {2022},
  month     = {nov},
  url       = {https://compilers.stanford.edu/publications/spdistal.pdf}
}

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