mirror of
https://github.com/saymrwulf/onnxruntime.git
synced 2026-05-14 20:48:00 +00:00
d87216bcb1
### Description Integration to OpenVINO 2023.1 ### Motivation and Context - Alignment with latest OpenVINO Version. - Device name change from VPUX to NPU and Remove from supported list until official public support is available. --------- Co-authored-by: Sahar Fatima <sfatima.3001@gmail.com> Co-authored-by: Saurabh Kale <saurabh1.kale@intel.com> Co-authored-by: Suryaprakash Shanmugam <suryaprakash.shanmugam@intel.com> Co-authored-by: sfatimar <sahar.fatima@intel.com>
65 lines
3.2 KiB
ReStructuredText
65 lines
3.2 KiB
ReStructuredText
OpenVINO™ Execution Provider for ONNX Runtime
|
|
===============================================
|
|
|
|
`OpenVINO™ Execution Provider for ONNX Runtime <https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html>`_ is a product designed for ONNX Runtime developers who want to get started with OpenVINO™ in their inferencing applications. This product delivers `OpenVINO™ <https://software.intel.com/content/www/us/en/develop/tools/openvino-toolkit.html>`_ inline optimizations which enhance inferencing performance with minimal code modifications.
|
|
|
|
OpenVINO™ Execution Provider for ONNX Runtime accelerates inference across many `AI models <https://github.com/onnx/models>`_ on a variety of Intel® hardware such as:
|
|
- Intel® CPUs
|
|
- Intel® integrated GPUs
|
|
- Intel® discrete GPUs
|
|
|
|
Installation
|
|
------------
|
|
|
|
Requirements
|
|
^^^^^^^^^^^^
|
|
|
|
- Ubuntu 18.04, 20.04, RHEL(CPU only) or Windows 10 - 64 bit
|
|
- Python 3.8 or 3.9 or 3.10 for Linux and only Python3.10 for Windows
|
|
|
|
This package supports:
|
|
- Intel® CPUs
|
|
- Intel® integrated GPUs
|
|
- Intel® discrete GPUs
|
|
|
|
``pip3 install onnxruntime-openvino``
|
|
|
|
Please install OpenVINO™ PyPi Package separately for Windows.
|
|
For installation instructions on Windows please refer to `OpenVINO™ Execution Provider for ONNX Runtime for Windows <https://github.com/intel/onnxruntime/releases/>`_.
|
|
|
|
**OpenVINO™ Execution Provider for ONNX Runtime** Linux Wheels comes with pre-built libraries of OpenVINO™ version 2023.0.0 eliminating the need to install OpenVINO™ separately. The OpenVINO™ libraries are prebuilt with CXX11_ABI flag set to 0.
|
|
|
|
For more details on build and installation please refer to `Build <https://onnxruntime.ai/docs/build/eps.html#openvino>`_.
|
|
|
|
Usage
|
|
^^^^^
|
|
|
|
By default, Intel® CPU is used to run inference. However, you can change the default option to either Intel® integrated or discrete GPU.
|
|
Invoke `the provider config device type argument <https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html#summary-of-options>`_ to change the hardware on which inferencing is done.
|
|
|
|
For more API calls and environment variables, see `Usage <https://onnxruntime.ai/docs/execution-providers/OpenVINO-ExecutionProvider.html#configuration-options>`_.
|
|
|
|
Samples
|
|
^^^^^^^^
|
|
|
|
To see what you can do with **OpenVINO™ Execution Provider for ONNX Runtime**, explore the demos located in the `Examples <https://github.com/microsoft/onnxruntime-inference-examples/tree/main/python/OpenVINO_EP>`_.
|
|
|
|
License
|
|
^^^^^^^^
|
|
|
|
**OpenVINO™ Execution Provider for ONNX Runtime** is licensed under `MIT <https://github.com/microsoft/onnxruntime/blob/main/LICENSE>`_.
|
|
By contributing to the project, you agree to the license and copyright terms therein
|
|
and release your contribution under these terms.
|
|
|
|
Support
|
|
^^^^^^^^
|
|
|
|
Please submit your questions, feature requests and bug reports via `GitHub Issues <https://github.com/microsoft/onnxruntime/issues>`_.
|
|
|
|
How to Contribute
|
|
^^^^^^^^^^^^^^^^^^
|
|
|
|
We welcome community contributions to **OpenVINO™ Execution Provider for ONNX Runtime**. If you have an idea for improvement:
|
|
|
|
* Share your proposal via `GitHub Issues <https://github.com/microsoft/onnxruntime/issues>`_.
|
|
* Submit a `Pull Request <https://github.com/microsoft/onnxruntime/pulls>`_.
|