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* Add onnxruntime-windows api. * minor fixes * add to package headers * Build ort_dml_api for provider extensions. * Cleanup * misc comment * remove winml specific comments * use dml check in onnxruntime * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/session/onnxruntime_c_api.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update onnxruntime/core/session/onnxruntime_c_api.cc Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update onnxruntime/core/session/ort_apis.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update winml/test/adapter/AdapterSessionTest.cpp Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update onnxruntime/core/session/onnxruntime_c_api.cc Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update winml/adapter/winml_adapter_c_api.cpp Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/session/onnxruntime_c_api.h Co-authored-by: Pranav Sharma <prs@microsoft.com> * Update onnxruntime/core/session/onnxruntime_c_api.cc Co-authored-by: Pranav Sharma <prs@microsoft.com> * Update winml/adapter/winml_adapter_c_api.cpp * PR feedback * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * Update include/onnxruntime/core/providers/dml/dml_provider_factory.h Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> * PR feedback * merge resolution and unreference param * (naming) Remove Dml prefix * maybe unused version * move DML code into DML path. CIs failing because DML is not available when --use_dml is not on * fix warning causing local build failures after merging * Change getvaluememoryinfo to gettensormemoryinfo * minor breaks * fix comment paste * fix comment Co-authored-by: Sheil Kumar <sheilk@microsoft.com> Co-authored-by: Dwayne Robinson <dwayner@microsoft.com> Co-authored-by: Pranav Sharma <prs@microsoft.com> |
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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
General Information: onnxruntime.ai
Usage documention and tutorials: onnxruntime.ai/docs
Companion sample repositories:
- ONNX Runtime Inferencing: microsoft/onnxruntime-inference-examples
- ONNX Runtime Training: microsoft/onnxruntime-training-examples
Build Pipeline Status
| System | CPU | GPU | EPs |
|---|---|---|---|
| Windows | |||
| Linux | |||
| Mac | |||
| Android | |||
| iOS | |||
| WebAssembly |
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.