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SparseML v0.2.0
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@jeanniefinks jeanniefinks released this 31 Mar 23:11
v0.2.0
8890701
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Learn about vigilant mode.

New Features:

  • Keras sparsification beta supporting pruning and examples with Keras Applications available.
  • Training and sparsification integrated with the rwightman/pytorch-image-models repository.
  • Training, sparsification, and deployment integrated with the ultralytics/yolov5 repository.
  • Integrations with the SparseZoo to run PyTorch and Keras code implemented with recipes directly from the zoo.
  • PyTorch sparse-quantized transfer learning notebook available.
  • Keras pruned ResNet models implemented.
  • Groups of modifiers enabled in SparseML recipes.

Changes:

  • Examples directory renamed to integrations.

Resolved Issues:

  • GroupedPruningMaskCreator now able to save to PyTorch state dicts.
  • Quantization-aware training compatibility issues addressed with PyTorch.
  • Docs and readme corrections made for minor issues and broken links.
  • Makefile no longer deletes files for docs compilation and cleaning.

Known Issues:

  • None
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