ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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zesongw a5302fec93
[WebNN EP] Fix bug for PRelu on CPU backend. (#17543)
### Description
WebNN CPU backend expects slope of PRelu to be a static value. For now,
we will not support it.


### Motivation and Context
Fallback this case to pass the CI.
2023-09-15 08:29:48 -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 win-ci-pipeline.yml: enable xnnpack tests (#16244) 2023-06-14 19:12:42 -07:00
.github Bump actions/checkout from 3 to 4 (#17487) 2023-09-13 09:22:21 -07:00
.pipelines Bump DirectML version from 1.12.0 to 1.12.1 (#17225) 2023-08-20 09:55:38 -07:00
.vscode Broadcasting for SLN for CPU and CUDA (#16510) 2023-08-07 09:55:42 -07:00
cgmanifests Update C/C++ dependencies: abseil, date, nsync, googletest, wil, mp11, cpuinfo and safeint (#15470) 2023-09-08 13:35:04 -07:00
cmake Fix Android build (#17540) 2023-09-14 07:36:01 -07:00
csharp Build nuget pkg for ROCm (#16791) 2023-08-28 13:35:08 +08:00
dockerfiles Update cmake to 3.27 and upgrade Linux CUDA docker files from CentOS7 to UBI8 (#16856) 2023-09-05 18:12:10 -07:00
docs Remove extraneous javascript includes (#17558) 2023-09-14 20:43:24 -07:00
include/onnxruntime/core remove gsl to make status.h independent from gsl (#17402) 2023-09-13 21:47:43 -07:00
java [java] Relaxing CoreML test (#16777) 2023-08-09 11:43:05 -07:00
js [js/web] revise TensorView (#17473) 2023-09-14 21:14:44 -07:00
objectivec Objective-C Add Support to Create and Query String ORTValues (#16764) 2023-07-20 17:39:29 -07:00
onnxruntime [WebNN EP] Fix bug for PRelu on CPU backend. (#17543) 2023-09-15 08:29:48 -07:00
orttraining Update C/C++ dependencies: abseil, date, nsync, googletest, wil, mp11, cpuinfo and safeint (#15470) 2023-09-08 13:35:04 -07:00
rust rust bindings: Do not unnecessarily re-run build.rs (#17018) 2023-09-05 19:42:06 -07:00
samples Enable pylint and numpy rules (#15218) 2023-03-27 20:37:53 -07:00
swift/OnnxRuntimeBindingsTests Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
tools run_CIs_for_external_pr.py: update required pipelines (#17557) 2023-09-14 21:15:10 -07:00
winml remove gsl to make status.h independent from gsl (#17402) 2023-09-13 21:47:43 -07:00
.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
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.gitignore remove 'lib/' from .gitignore (#15613) 2023-04-24 18:43:32 -07:00
.gitmodules [wasm] upgrade emsdk to 3.1.44 (#17069) 2023-08-10 16:08:36 -07:00
.lintrunner.toml Format c++ code under winml/ (#16660) 2023-07-25 21:56:50 -07:00
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
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 Remove year from license (#6658) 2021-02-12 00:25:56 -08:00
NuGet.config Delete nuget extra configs (#6477) 2021-01-27 20:25:45 -08:00
ort.wprp
ORT_icon_for_light_bg.png Update nuget icon (#10672) 2022-03-01 09:11:03 -08:00
Package.swift Objective-C Add Support to Create and Query String ORTValues (#16764) 2023-07-20 17:39:29 -07:00
packages.config Bump DirectML version from 1.12.0 to 1.12.1 (#17225) 2023-08-20 09:55:38 -07:00
pyproject.toml Updating QDQ to support Float8E4M3FN (#16550) 2023-08-08 12:18:48 +02:00
README.md add third-party pipeline status to README.md (#16155) 2023-05-31 22:14:39 -07:00
requirements-dev.txt Remove codecov from requirements-dev.txt (#15487) 2023-04-12 18:48:02 -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-lintrunner.txt Bump clang-format to 16.0.6 in CI (#17099) 2023-08-10 13:53:04 -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 Update tensorrt_dependencies in setup.py (#17562) 2023-09-15 08:20:47 -07:00
ThirdPartyNotices.txt Flash Attention v2 MHA (#17227) 2023-08-31 13:52:21 -07:00
VERSION_NUMBER Update VERSION_NUMBER (#15773) 2023-05-03 15:07:34 -07:00

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
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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.