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SAMPL

The University of Washington's SAMPL research group

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  1. SparseTIR SparseTIR Public

    SparseTIR: Sparse Tensor Compiler for Deep Learning

    Python 131 14

  2. dtr-prototype dtr-prototype Public

    Dynamic Tensor Rematerialization prototype (modified PyTorch) and simulator. Paper: https://arxiv.org/abs/2006.09616

    Python 129 16

  3. nexus nexus Public

    C++ 82 22

  4. relay-aot relay-aot Public

    An experimental ahead of time compiler for Relay.

    Python 51 8

  5. tutorial tutorial Public

    A self-contained version of the tutorial which can be easily cloned and viewed by others.

    Jupyter Notebook 25 14

  6. sparsetir-artifact sparsetir-artifact Public

    Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"

    Python 23 6

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