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Olive-ai 0.1.0
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@EmmaNingMS EmmaNingMS released this 29 Mar 00:47
· 801 commits to main since this release
v0.1.0
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Learn about vigilant mode.

This is the pre-release of the next version of Olive as a hardware-aware model optimization solution. It mainly includes:

  • A unified optimization framework based on modular design. Details
  • More optimizations integrated including ONNX Runtime transformer optimization, ONNX post training quantization with accuracy tuning, PyTorch quantization aware training, OpenVINO toolkit and SNPE toolkit. Details
  • Easy-of-use interface for contributors to plug in new optimization innovations. Details
  • Flexible model evaluation through both local devices and Azure Machine Learning. Details
Assets 3