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OpenVINO EP V3.1 Release for ONNX Runtime 1.9 & OpenVINO 2021.4.1

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@MaajidKhan MaajidKhan released this 24 Sep 11:06
· 8749 commits to master since this release
v3.1
211f677

Description:
Version update for OpenVINO Execution Provider based on the OpenVINO release 2021.4.1

Announcements:
This release:

  • Now supports Openvino EP v3.1 Release. (compatible with OpenVINO 2021.4.1 Release)
  • This Release points to ONNXRuntime 1.9 Release v1.9.0 Tag
    Note: The actual ONNXRuntime 1.9 Release has a minor bug for OpenVINO-EP, this release UEP V3.1 has the right fix already integrated for it.
  • some minor bug fixes added and code refactored.
  • Removed support for OpenVINO 2020.3 LTS and OpenVINO 2021.1 version
  • Fixed Yolo object Detection Models. Now, most of the Yolo models are now fully supported on OpenVINO-EP backend.

Building from source
Please refer to the OpenVINO EP build instructions for information on system pre-requisites as well as instructions to build from source.

Python Pip Wheel packages
Find below pre-built Python wheel packages (zipped) that can be installed on a dev machine with OpenVINO installed. Please refer to the OpenVINO EP build instructions for information on system pre-requisites.

Docker Image
The latest OpenVINO EP docker image can be downloaded from dockerhub.

APIs:
Please refer to the link below for Python/C++ APIs:
https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html#configuration-options

Performance:
The performance of yolo object detection models has been significantly improved across different hardware devices.

For all the latest information, Refer to our documentation.
https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html

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