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PyTorch native quantization and sparsity for training and inference

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torchao

The torchao package contains apis and workflows used to apply AO techniques like quantization and pruning to GPU models using only native pytorch.

Installation

tbd

Usage

tbd

License

torchao is released under the BSD 3 license.

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PyTorch native quantization and sparsity for training and inference

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  • Python 83.5%
  • C++ 10.0%
  • Cuda 4.3%
  • Shell 0.8%
  • Metal 0.5%
  • CMake 0.5%
  • Other 0.4%