ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Changming Sun db4fc12318
Add support for building the code on Windows ARM64 natively (#15371)
### Description
Recently Visual Studio and python started to provide native Windows
ARM64 packages. This PR is to provide better support for building on
Windows ARM64. You can do it as what you did for x64. Like:

```
python tools\ci_build\build.py --config Debug --update --skip_submodule_sync --build_dir b --cmake_generator "Visual Studio 17 2022"
```

You do not need to append the "--arm64" build arg, and do not need to
cross-compile protoc for a different arch as you are not cross-compiling.

**caveat:** it does not work with the latest cmake release(3.26.x). It
only works fine with cmake 3.25.x and below. Filed a bug to them:
https://gitlab.kitware.com/cmake/cmake/-/issues/24797

### Motivation and Context
Provide better support for building on Windows ARM64.
2023-04-11 17:14:54 -07:00
.config Update tsaoptions.json: update the email alias (#13448) 2022-10-26 15:56:16 -07:00
.devcontainer Remove two lines in the Dockerfile for Github Codespace (#12278) 2022-07-21 20:52:17 -07:00
.gdn Update compliance tasks in python packaging pipeline and fix some compile warnings (#8471) 2021-07-30 17:16:37 -07:00
.github Add workflow to update Objective-C docs. (#15413) 2023-04-07 15:00:15 -07:00
.pipelines WindowsAI build failing due to deprecated .NET5 SDK missing in build image (#15383) 2023-04-06 08:51:07 -07:00
.vscode cpplint & Eager mode: refactor and add comments to empty_* functions, general lint cleanup in ort_aten (#12238) 2022-07-20 11:47:57 -04:00
cgmanifests Update mimalloc dependancy to the latest release (2.1.1) for Windows build. (#15382) 2023-04-06 13:07:00 -07:00
cmake ROCm MHA (#15279) 2023-04-11 13:20:44 +08:00
csharp Implement Optional Metadata support and C# test support (#15314) 2023-04-11 09:41:59 -07:00
dockerfiles Update build.py to disallow running as root user by default. (#15164) 2023-03-27 14:46:04 -07:00
docs [DML EP] Add MatMul + SoftMax fusion (#15240) 2023-04-11 08:31:04 -07:00
include/onnxruntime/core Implement Optional Metadata support and C# test support (#15314) 2023-04-11 09:41:59 -07:00
java [java] Allows the creation and extraction of zero length tensors (#15116) 2023-04-05 10:49:59 -07:00
js [wasm] optimize default session options parsing (#15428) 2023-04-10 11:09:09 -07:00
objectivec Add workflow to update Objective-C docs. (#15413) 2023-04-07 15:00:15 -07:00
onnxruntime [CoreML EP]Add broadcasting support for binary ops (#15187) 2023-04-11 13:50:45 -07:00
orttraining softmax perf improvement pr1 - add more softmax related test (#15176) 2023-04-11 17:02:40 +08:00
package/rpm Bump ORT version number (#14226) 2023-01-26 12:33:47 -08:00
rust Add rust bindings (#12606) 2023-02-08 14:57:15 -08:00
samples Enable pylint and numpy rules (#15218) 2023-03-27 20:37:53 -07:00
tools Add support for building the code on Windows ARM64 natively (#15371) 2023-04-11 17:14:54 -07:00
winml Implement Optional Metadata support and C# test support (#15314) 2023-04-11 09:41:59 -07:00
.clang-format
.clang-tidy Create clang-tidy CI (#12653) 2022-09-30 08:05:38 -07:00
.dockerignore
.gitattributes
.gitignore Implement Optional Metadata support and C# test support (#15314) 2023-04-11 09:41:59 -07:00
.gitmodules Remove protobuf submodule (#15190) 2023-03-27 10:35:49 -07:00
.lintrunner.toml Run rustfmt in CI (#15217) 2023-03-27 08:12:59 -07:00
build.amd64.1411.bat
build.bat
build.sh
CITATION.cff Fix CITATION.cff and add automatic validation of your citation metadata (#10478) 2022-04-13 10:03:52 -07:00
CODEOWNERS Add owners for public facing API files (#15288) 2023-03-30 17:16:15 -07:00
CONTRIBUTING.md Fix link to High Level Design (#11786) 2023-02-28 11:05:54 -08:00
lgtm.yml Fix lgtm C++ error (#13613) 2022-11-10 10:06:22 -08:00
LICENSE
NuGet.config
ort.wprp
ORT_icon_for_light_bg.png Update nuget icon (#10672) 2022-03-01 09:11:03 -08:00
packages.config Download protoc.exe from nuget when cross-compiling (#15395) 2023-04-06 17:06:59 -07:00
pyproject.toml Upgrade remainding python to 3.11 removing 3.7 (#15321) 2023-04-05 21:43:51 -07:00
README.md [Readme] Update table for build pipelines (#14618) 2023-02-08 09:44:20 -08:00
requirements-dev.txt Introduce parameterized as a dev dependency (#11364) 2022-04-26 17:24:39 -07:00
requirements-doc.txt Add auto doc gen for ORTModule API during CI build (#7046) 2021-03-22 10:20:33 -07:00
requirements-training.txt Remove protobuf pin from training requirements (#13695) 2022-11-22 12:27:18 -08:00
requirements.txt.in Add additional python requirements (#11522) 2022-05-20 16:16:18 -07:00
SECURITY.md Microsoft mandatory file (#11619) 2022-05-25 13:56:10 -07:00
setup.py Adopt linrtunner as the linting tool - take 2 (#15085) 2023-03-24 15:29:03 -07:00
ThirdPartyNotices.txt Revert mimalloc from v2.0.9 to v2.0.3 (#14603) 2023-02-07 09:58:25 -08:00
VERSION_NUMBER Bump ORT version number (#14226) 2023-01-26 12:33:47 -08:00

ONNX Runtime is a cross-platform inference and training machine-learning accelerator.

ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. Learn more →

ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a one-line addition for existing PyTorch training scripts. Learn more →

Get Started & Resources

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Data/Telemetry

Windows distributions of this project may collect usage data and send it to Microsoft to help improve our products and services. See the privacy statement for more details.

Contributions and Feedback

We welcome contributions! Please see the contribution guidelines.

For feature requests or bug reports, please file a GitHub Issue.

For general discussion or questions, please use GitHub Discussions.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

License

This project is licensed under the MIT License.