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    BlockSparse

    BlockSparse

    Efficient GPU kernels for block-sparse matrix multiplication

    ...The repo implements both blocksparse and blockwise convolution/transpose-convolution primitives, with support for preparing, executing, and verifying those ops on NVIDIA GPUs. In addition to low-level kernels, it includes wrapper code for integrating with TensorFlow, example scripts (e.g. a transformer on the enwik8 dataset), transformer logic that uses blocksparse operations, and debugging helpers.
    Downloads: 0 This Week
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