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v0.5.2

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@Talmaj Talmaj released this 01 Nov 23:34
· 11 commits to master since this release
v0.5.2
5292d50

Release Summary

This release adds significant new operator support and includes several important bug fixes.

New Operators & Features

  • LayerNorm: Full LayerNorm operator support with comprehensive tests (#74)
  • GRU: Added GRU (Gated Recurrent Unit) operator (#70)
  • LRN: Added Local Response Normalization operator (#53)
  • AutoPad: New AutoPad operation with support for auto_pad=SAME_UPPER (#58)
  • Control Flow: Added If operator for conditional execution (#63)
  • Sequence Operations: Added Optional and SequenceConstruct operators
  • RandomUniformLike: Added RandomUniformLike operator (#57)

Enhancements

  • Added comprehensive support for all ONNX attributes
  • Implemented ONNX to PyTorch dtypes mapping for better type conversion

Bug Fixes

  • Fixed issue with MatMul when it's the last operation (not followed by Add) (#59)
  • Removed warning for read-only tensors (#73)

Miscellaneous

  • Updated .gitignore

This release significantly expands ONNX operator coverage, particularly for sequence operations, control flow, and recurrent neural networks, while improving stability and type handling.

Contributors:

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