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Intel® Neural Compressor v1.13.1 Release

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@chensuyue chensuyue released this 13 Aug 11:52
· 2144 commits to master since this release
v1.13.1
103e576

Features

  • Support experimental auto-coding quantization for PyTorch

    • Post-training static and dynamic quantization for PyTorch
    • Post-training static quantization for IPEX
    • Mixed-precision (BF16, INT8, and FP32) for PyTorch

  • Refactor quantization utilities for ONNX Runtime

Bug fix

  • Fixed model compression orchestration issue caused by PyTorch v1.11
  • Fixed GUI issues

Validated Configurations

  • Python 3.8
  • Centos 8.4
  • TensorFlow 2.9
  • Intel TensorFlow 2.9
  • PyTorch 1.12.0+cpu
  • IPEX 1.12.0
  • MXNet 1.7.0
  • ONNX Runtime 1.11.0
Assets 2
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