ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Delete path.h (#21211)
### Description
Delete path.h and replace all occurrences of onnxruntime::Path with
std::filesystem::path.
Previously we couldn't use C++17's std::filesystem because it was not
supported in iOS 12(which was released in 2018). Now we dropped the
support for iOS 12.

### Motivation and Context
To simplify code. For example, if an EP wants to use the Path class, now
it can directly use it without going through a wrapper. And the standard
implementation can handle various path types better. (We didn't take
much consideration on UNC path, "/" as a path separator on Windows,
etc).
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cgmanifests [ROCm] Update ck to use ck_tile (#21030) 2024-06-19 14:06:10 +08:00
cmake Add GQA support for ROCm (#21032) 2024-07-03 14:55:31 +08:00
csharp Update to the net8 MAUI targets. Remove Xamarin. (#21062) 2024-06-19 16:20:58 +10:00
dockerfiles Update Dockerfile.cuda (#21042) 2024-06-13 23:50:03 -07:00
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include/onnxruntime/core Delete path.h (#21211) 2024-07-04 15:54:13 +08:00
java Remove warning suppression from Java Packaging pipeline. (#21010) 2024-06-24 16:46:21 -07:00
js support for layernorm in webgpu pre opset-17 (#21121) 2024-06-27 10:20:48 -07:00
objectivec Fix Objective-C static analysis warnings. (#20417) 2024-04-24 11:48:29 -07:00
onnxruntime Delete path.h (#21211) 2024-07-04 15:54:13 +08:00
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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 Make ROCm packaging stages to a single workflow (#21235) 2024-07-04 11:07:04 +08:00
winml [DML EP] Add GroupQueryAttention (#20327) 2024-04-19 10:25:29 -07:00
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packages.config Update DML to 1.14.1 (#20380) 2024-04-18 22:43:41 -07:00
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requirements-dev.txt
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requirements-lintrunner.txt Bump ruff to 0.3.2 and black to 24 (#19878) 2024-03-13 10:00:32 -07:00
requirements-training.txt
requirements.txt Add compatibility for NumPy 2.0 (#21085) 2024-06-27 13:50:53 -07:00
SECURITY.md
setup.py onnxruntime shared lib inside python package (#21223) 2024-07-02 15:37:50 -07:00
ThirdPartyNotices.txt Fix HalideIR title in third party notices reference (#20190) 2024-04-05 11:12:43 -07:00
VERSION_NUMBER Bump up version in main from 1.18.0 to 1.19.0 (#20489) 2024-04-29 20:21:41 -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.