ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Find a file
Changming Sun 04afe77305
Update ThirdPartyNotices.txt: Add Intel neural-speed (#19332)
Add Intel neural-speed to ThirdPartyNotices.txt because it will be
shipped in the default build in most of our packages.
2024-01-30 12:40:30 -08:00
.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 win-ci-pipeline.yml: enable xnnpack tests (#16244) 2023-06-14 19:12:42 -07:00
.github Disable rust pipeline for now (#19067) 2024-01-09 17:09:31 -08:00
.pipelines Fix a build issue: /MP was not enabled correctly (#19190) 2024-01-29 12:45:38 -08:00
.vscode update .vscode/settings.json (#19084) 2024-01-10 19:26:01 -08:00
cgmanifests Update abseil to a release tag and register neural_speed (#19255) 2024-01-24 14:37:39 -08:00
cmake Disable a few tests for wasm build (#19316) 2024-01-30 08:16:57 -08:00
csharp Add support for a collection of OrtValue as inputs and outputs to C# TrainingSession (#19048) 2024-01-25 21:55:36 -08:00
dockerfiles Update dockerfiles/Dockerfile.source to avoid installing onnx (#17975) 2023-10-20 09:24:21 -07:00
docs Update ScatterElements to Support Opset 13, 15, 18 (#19198) 2024-01-30 09:18:50 -08:00
include/onnxruntime/core ExecutionProvider API refactor - make GenerateMetaDefId a standalone function, decouple it from EP (#18977) 2024-01-26 07:39:08 -08:00
java Change "#ifdef WIN32" to "#ifdef _WIN32" (#19254) 2024-01-24 14:35:44 -08:00
js [js/webgpu] Remove enableShapesUniforms (#19279) 2024-01-29 17:49:06 -08:00
objectivec Objective-C API updates (#18738) 2023-12-07 16:47:46 -08:00
onnxruntime Update Whisper export with beam search (#19322) 2024-01-30 11:59:15 -08:00
orttraining [ORTModule] Handle Cast on Constant Number on Triton Code-gen (#19321) 2024-01-30 17:04:01 +08:00
rust Fix rust compile issues and add GH action to run build validations and tests (#18346) 2023-11-09 04:26:02 -08:00
samples Removed all the deprecated python training code and related tests and utils (#18333) 2023-11-17 18:19:21 -08:00
tools Fix iOS artifacts issue in Microsoft.ML.OnnxRuntime Nuget Package (#19311) 2024-01-30 08:44:20 -08:00
winml Update winml to use #cores - #soc cores by Default as the number of intraopthreads (#18384) 2023-11-28 09:26:48 -08:00
.clang-format Prevent GSL_SUPPRESS arguments from being modified by clang-format (#17242) 2023-08-22 18:26:53 -07:00
.clang-tidy Create clang-tidy CI (#12653) 2022-09-30 08:05:38 -07:00
.dockerignore
.gitattributes
.gitignore Build onnxruntime.dll as arm64x (#18633) 2023-12-06 16:49:00 -08:00
.gitmodules update to emsdk-3.1.51 (#18844) 2024-01-12 16:04:33 -08:00
.lintrunner.toml FP16 optimizer automatically detect DeepSpeed compatibility (#18084) 2023-10-25 15:11:02 +08:00
build.bat try to find patch.exe in git default installation folder (#17106) 2023-08-10 21:48:13 -07:00
build.sh Upgrade old Python version in packaging pipeline (#16667) 2023-07-17 08:24:47 -07:00
build_arm64x.bat remove unnecessary environment variable (#19166) 2024-01-16 16:24:37 -08:00
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 ETW dynamic logging that improves ORT diagnosability & performance (#18882) 2024-01-11 12:43:27 -08:00
ORT_icon_for_light_bg.png
packages.config Update DirectML nuget version to 1.13.1 (#19122) 2024-01-15 19:04:41 -08:00
pyproject.toml [ORTModule] ATen Efficient Attention and Triton Flash Attention (#17959) 2023-10-27 10:29:27 +08:00
README.md Update README.md (#18963) 2024-01-03 17:26:25 -08:00
requirements-dev.txt ONNX 1.15 integration (#17125) 2023-09-26 14:44:48 -07:00
requirements-doc.txt
requirements-lintrunner.txt Bump linter versions (#18341) 2023-11-08 13:04:40 -08:00
requirements-training.txt ONNX 1.15 integration (#17125) 2023-09-26 14:44:48 -07:00
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 Adding python3.12 support to ORT (#18814) 2024-01-11 08:34:28 -08:00
ThirdPartyNotices.txt Update ThirdPartyNotices.txt: Add Intel neural-speed (#19332) 2024-01-30 12:40:30 -08:00
VERSION_NUMBER [ORT 1.17.0 release] Bump up version to 1.18.0 (#19170) 2024-01-17 11:18:32 -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

Builtin Pipeline Status

System Inference Training
Windows Build Status
Build Status
Build Status
Linux Build Status
Build Status
Build Status
Build Status
Build Status
Build Status
Build Status
Build Status
Mac Build Status
Android Build Status
iOS Build Status
Web Build Status
Other Build Status

Third-party Pipeline Status

System Inference Training
Linux Build Status

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.