Distributed-memory multi-GPU block-sparse tensor contraction for electronic structure

2021 IEEE International Parallel and Distributed Processing Symposium (IPDPS)(2021)

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摘要
Many domains of scientific simulation (chemistry, condensed matter physics, data science) increasingly eschew dense tensors for block-sparse tensors, sometimes with additional structure (recursive hierarchy, rank sparsity, etc.). Distributed-memory parallel computation with block-sparse tensorial data is paramount to minimize the time-to-solution (e.g., to study dynamical problems or for real-time...
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关键词
Tensors,Runtime,Computational modeling,Tools,Data models,Supercomputers,Real-time systems
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