most citedSpDISTAL: Compiling Distributed Sparse Tensor Computations

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cs.DC2022★ 2 cited

SpDISTAL: Compiling Distributed Sparse Tensor Computations

Rohan Yadav, Alex Aiken, Fredrik Kjolstad

We introduce SpDISTAL, a compiler for sparse tensor algebra that targets distributed systems. SpDISTAL combines separate descriptions of tensor algebra expressions, sparse data str…