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SparseML v0.11.0

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@jeanniefinks jeanniefinks released this 11 Mar 18:32
v0.11.0
45e8c28
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New Features:

  • Hugging Face NLP masked language modeling CLI and support implemented for training and export.
  • PyTorch Image classification CLIs deployed.
  • WoodFisher/M-FAC pruning algorithm, AC/DC pruning algorithm, and structured pruning algorithm support added with modifiers for PyTorch.
  • Reduced precision support provided for quantization in PyTorch (< INT8).

Changes:

  • Refactored pruning and quantization algorithms from the sparseml.torch.optim package to the sparseml.torch.sparsification package.

Resolved Issues:

  • None

Known Issues:

  • None
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