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Custom Matmul Kernels

This repository contains source code for this blog post.

Dependency

  • Python 3.7.10 or higher
  • CuPy 7.4.0 or higher
  • Pytorch 1.8.1 or higher
  • Only tested with CUDA 11.2

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Customized matrix multiplication kernels

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  • Jupyter Notebook 82.9%
  • Cuda 13.7%
  • Python 3.4%