Description:
OpenVINO™ Execution Provider For ONNXRuntime v5.5 Release based on the latest OpenVINO™ 2024.4 Release and OnnxRuntime 1.20.0 Release
For all the latest information, Refer to our official documentation:
https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html
This release supports ONNXRuntime 1.20.0 with the latest OpenVINO™ 2024.4 release.
Please refer to the OpenVINO™ Execution Provider For ONNXRuntime build instructions for information on system pre-requisites as well as instructions to build from source.
https://onnxruntime.ai/docs/build/eps.html#openvino
Modifications:
Supports OpenVINO 2024.4.0
Supports loading OV Config.
Supports Remote Tensor feature for direct memory access while inferencing on NPU.
Memory Optimizations.
Samples:
https://github.com/microsoft/onnxruntime-inference-examples
Python Package:
https://pypi.org/project/onnxruntime-openvino/
Installation and usage Instructions on Windows:
pip install onnxruntime-openvino
/* Steps If using python openvino package to set openvino runtime environment */
pip install openvino==2024.4.0
<Add these 2 lines in the application code>
import onnxruntime.tools.add_openvino_win_libs as utils
utils.add_openvino_libs_to_path()
C# Package:
Download the Microsoft.ML.OnnxRuntime.Managed nuget from the below link and use it with the
Microsoft.ML.OnnxRuntime.OpenVino nuget attached here.
https://www.nuget.org/packages/Microsoft.ML.OnnxRuntime.Managed/1.20.0
ONNXRuntime APIs usage:
Please refer to the link below for Python/C++ APIs:
https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html#configuration-options