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ONNX Runtime v1.8.1

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@harshithapv harshithapv released this 08 Jul 01:54
v1.8.1
96bb4b1
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This release contains fixes and key updates for 1.8.0.
For all package installation details, please refer to https://www.onnxruntime.ai.

Inference

  • Fixes for GPU package loading issues
  • Fix for memory issue for models with convolution nodes while using the EXHAUSTIVE algo search mode
  • ORT Mobile updates
    • CoreML EP enabled in iOS mobile package
    • Additional operators
    • Bug fixes
    • React Native package now available

Training

Performance updates for ONNX Runtime for PyTorch (training acceleration for PyTorch models)

  • Accelerates most popular Hugging Face models as well as GPT-Neo and Microsoft TNLG and TNLU models
  • Support for PyTorch 1.8.1 and 1.9
  • Support for CUDA 10.2 and 11.1
  • Preview packages for ROCm 4.2
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