rocm/onnxruntime

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<p align="center"><img width="50%" src="docs/images/ONNX_Runtime_logo_dark.png" /></p> **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 →](https://www.onnxruntime.ai/docs/#onnx-runtime-for-inferencing) **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 →](https://www.onnxruntime.ai/docs/#onnx-runtime-for-training) ## Get Started & Resources * **General Information**: [onnxruntime.ai](https://onnxruntime.ai) * **Usage documentation and tutorials**: [onnxruntime.ai/docs](https://onnxruntime.ai/docs) * **YouTube video tutorials**: [youtube.com/@ONNXRuntime](https://www.youtube.com/@ONNXRuntime) * [**Upcoming Release Roadmap**](https://onnxruntime.ai/roadmap) * **Companion sample repositories**: - ONNX Runtime Inferencing: [microsoft/onnxruntime-inference-examples](https://github.com/microsoft/onnxruntime-inference-examples) - ONNX Runtime Training: [microsoft/onnxruntime-training-examples](https://github.com/microsoft/onnxruntime-training-examples) * **Plugin EP repositories**: - ONNX Runtime QNN Plugin EP: [onnxruntime/onnxruntime-qnn](https://github.com/onnxruntime/onnxruntime-qnn) ## Releases The current release and past releases can be found here: https://github.com/microsoft/onnxruntime/releases. For details on the upcoming release, including release dates, announcements, features, and guidance on submitting feature requests, please visit the release roadmap: https://onnxruntime.ai/roadmap. ## Data/Telemetry This project may collect usage data and send it to Microsoft to help improve our products and services. See the [privacy statement](docs/Privacy.md) for more details. ## Contributions and Feedback We welcome contributions! Please see the [contribution guidelines](CONTRIBUTING.md). For feature requests or bug reports, please file a [GitHub Issue](https://github.com/Microsoft/onnxruntime/issues). For general discussion or questions, please use [GitHub Discussions](https://github.com/microsoft/onnxruntime/discussions). ## Code of Conduct This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. ## License This project is licensed under the [MIT License](LICENSE).

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onnx-opset-bump-checklist

غير مصنف

Step-by-step checklist for bumping the pinned ONNX dependency / opset in ONNX Runtime (e.g. ONNX 1.21 / opset 26 → 1.22 / opset 27). Use when integrating a new ONNX release or release-candidate, updating the cmake/deps.txt onnx pin or the cmake/external/onnx…

لغة النص الأصلي: الإنجليزية

2026-07-27

ort-ci

مديرو الشبكات وأنظمة الحاسوب

Trigger, re-run, and unblock ONNX Runtime CI checks on a GitHub pull request. Use this skill when a required check is stuck, missing, failed, or needs re-running. Nearly all ORT CI runs as GitHub Actions workflows; only the "Linux Android Emulator QNN CI…

لغة النص الأصلي: الإنجليزية

2026-07-24

webgpu-local-testing

غير مصنف

Build and run ONNX Runtime WebGPU provider tests on Linux WITHOUT a real GPU, using a software Vulkan adapter (Mesa lavapipe). Use when you need to exercise WebGPU EP kernels off-Mac — the Linux webgpu CI leg is build-only, so software Vulkan is how you…

لغة النص الأصلي: الإنجليزية

2026-06-23

ort-build

مطوّرو البرمجيات

Build ONNX Runtime from source. Use this skill when asked to build, compile, or generate CMake files for ONNX Runtime.

لغة النص الأصلي: الإنجليزية

2026-06-19

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