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Partitioning Unstructured Sparse Tensor Algebra for Load-Balanced Parallel Execution

Chougule, Atharva et al.
arXiv (All) · Papers
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Sparse tensor algebra is challenging to efficiently parallelize due to the irregular, data-dependent, and potentially skewed structure of sparse computation. We propose the first partitioning algorithm that provably load balances the computation of any sparse tensor algebra expression across paralle
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