ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Yi Zhang 4e1f75810c
Add compilation cache in 2 Linux CPU pipelines and refactor the Linux build step with cache (#15484)
### Description
1. Add compilation cache in Linux CPU ARM and Linux Minimal Build.
2. Integrate 4 Linux CPU build step with cache into one.
3. install ccache from source code in Linux ARM64 image.

### Motivation and Context
1. Enable more build steps with compilation cache.
2. Make it easier to add cache.

It could save 40 more minutes of compilation time in Linux ARM64.

https://dev.azure.com/onnxruntime/onnxruntime/_build/results?buildId=959619&view=logs&j=1e0830bb-fd74-5d0a-5029-1c63b4266d7b&t=75260ed7-7566-5947-2095-566660191920
2023-04-14 23:56:59 +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 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 [TensorRT EP] support TensorRT 8.6-EA (#15299) 2023-04-12 11:34:59 -07:00
cmake [ROCm] Add hipBLASLt GEMM support to Tunable op. (#15351) 2023-04-14 17:56:01 +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 Optimize SCE loss compute (#15401) 2023-04-13 13:02:12 +08:00
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 Share more constant initializers (#15461) 2023-04-14 07:41:07 -07:00
orttraining softmax perf improvement pr2 - import softmax bw (#15199) 2023-04-13 14:57:01 +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 compilation cache in 2 Linux CPU pipelines and refactor the Linux build step with cache (#15484) 2023-04-14 23:56:59 +08:00
winml Disable XNNPack EP's tests in Windows CI pipeline (#15406) 2023-04-13 12:19:32 -07:00
.clang-format Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
.clang-tidy Create clang-tidy CI (#12653) 2022-09-30 08:05:38 -07:00
.dockerignore Update dockerfiles (#5929) 2020-11-25 15:38:22 -08:00
.gitattributes Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
.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 Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
build.bat Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
build.sh Add iOS test pipeline and a sample app. (#5298) 2020-09-29 13:53:11 -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 Add Tracelogging for profiling (#1639) 2019-11-11 21:34:10 -08:00
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 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-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.