ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Chi Lo 91075255a7
Enable TRT provider option configuration for C# (updated version) (#7808)
* prepare for C# to configure provider options

* add c# code

* revert modification

* Add update provider info configuration in trt ep side

* fix bugs

* fix bug for compiler error C2259

* Add c# test

* fix bug

* fix bug

* Properly deal with string

* Add c# api for accepting trt provider options

* fix bug

* Modify C# test

* add shared lib test

* Add get provider options functionality

* clean up

* clean up

* fix bug

* fix bugs for CI

* Fix bugs for CI and documentation

* Move TRT EP provider options related functions out of C API

* revert

* fix bug

* refactor

* add check for provider options string

* code refactor

* fix CI bug

* Fix CI bugs

* clean up

* fix bug

* Fix bug for Post Analysis

* fix accidental bug

* Add API_IMPL_BEGIN/API_IMPL_END

* clean up

* code refactor

* code refactor

* fix CI fail

* fix bug

* use string append

* Change the code to better handle strncpy and string append
2021-06-25 03:21:22 -07:00
.github Don't mark issues that are marked as enhancement as stale (#6134) 2020-12-14 18:57:40 -08:00
cgmanifests Adding optional ops in contrib ops (#7946) 2021-06-24 13:16:31 -07:00
cmake Adding optional ops in contrib ops (#7946) 2021-06-24 13:16:31 -07:00
csharp Enable TRT provider option configuration for C# (updated version) (#7808) 2021-06-25 03:21:22 -07:00
dockerfiles Update migraphx to rocm4.2 (#7994) 2021-06-22 13:39:51 -07:00
docs Adding optional ops in contrib ops (#7946) 2021-06-24 13:16:31 -07:00
include/onnxruntime/core Enable TRT provider option configuration for C# (updated version) (#7808) 2021-06-25 03:21:22 -07:00
java [Java] Fixing the creation of OnnxTensors from scalars, adding tests (#8023) 2021-06-24 13:21:35 -07:00
js Adding optional ops in contrib ops (#7946) 2021-06-24 13:16:31 -07:00
objectivec [Objective-C API] Add support for documentation generation (#7999) 2021-06-11 17:49:00 -07:00
onnxruntime Enable TRT provider option configuration for C# (updated version) (#7808) 2021-06-25 03:21:22 -07:00
orttraining Fetching frontier tensors to frontend for ORTModule (#8086) 2021-06-24 15:04:35 -07:00
package/rpm bumping up version number to 1.8 (#7733) 2021-05-18 09:03:37 -07:00
samples Create ORT opschema library (#7903) 2021-06-14 14:02:33 -07:00
server fix boost download url (#7843) 2021-05-26 16:08:57 -07:00
tools Adding optional ops in contrib ops (#7946) 2021-06-24 13:16:31 -07:00
winml Implement WINRT_IMPL_LoadLibraryW to avoid calling LoadLibraryW directly (#8065) 2021-06-22 14:31:20 -07:00
.clang-format Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
.clang-tidy Add remaining build options and make minor changes in documentation (#39) 2018-11-27 19:59:40 -08:00
.dockerignore Update dockerfiles (#5929) 2020-11-25 15:38:22 -08:00
.flake8 Add ability to track per operator types in reduced build config. (#6428) 2021-01-29 07:59:51 +10:00
.gitattributes Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
.gitignore Add auto doc gen for ORTModule API during CI build (#7046) 2021-03-22 10:20:33 -07:00
.gitmodules [wasm] emsdk: allow to install emscripten only (#7961) 2021-06-07 09:45:02 -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
CODEOWNERS Add myself to CODEOWNERS for ORTModule python code (#7453) 2021-05-07 15:35:45 -07:00
CONTRIBUTING.md Add README for docs (#6626) 2021-03-12 15:14:40 -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
packages.config Update DirectML version to 1.5.1 and enable ARM/ARM64 builds with DML (#7511) 2021-04-30 00:49:30 -07:00
README.md Fix readme page (#7659) 2021-05-12 14:30:23 -07:00
requirements-dev.txt Add ability to track per operator types in reduced build config. (#6428) 2021-01-29 07:59:51 +10:00
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 Add missing Python dependencies for ORT training (#7104) 2021-03-23 18:43:19 -07:00
requirements.txt.in Chang how numpy version is handled. (#8130) 2021-06-23 14:08:37 -07:00
setup.py Chang how numpy version is handled. (#8130) 2021-06-23 14:08:37 -07:00
ThirdPartyNotices.txt ONNX Runtime React Native Library (#7564) 2021-05-11 10:34:40 -07:00
VERSION_NUMBER bumping up version number to 1.8 (#7733) 2021-05-18 09:03:37 -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

http://onnxruntime.ai/

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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.