ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Dmitri Smirnov 2de15c5d50
Re-work OrtApi struct to satisfy C++20 compilers (#15183)
### Description
<!-- Describe your changes. -->
Remove `deletion` of copy functions from `OrtApi` as its initialization
no longer compiles in C++20.
Introduce a non-copyable member to implicitly delete copy ctor.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->
Inspired by https://github.com/microsoft/onnxruntime/pull/14901

Solution credits: @RyanUnderhill 

Cc: @georgthegreat
2023-03-24 13:52:17 -07:00
.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 Auto deploy API docs (#15088) 2023-03-23 15:08:49 -07:00
.pipelines use python 3.9.7 in windowai packaging pipeline (#14766) 2023-02-23 09:48:42 +08:00
.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 Extend memory efficient attention coverage in Attention/MHA cuda op (#15064) 2023-03-23 11:05:17 -07:00
cmake exclude decoder files in hipify.cmake (#15188) 2023-03-23 22:40:06 -07:00
csharp Add GetVersionSting API for C++, C# and Python (#14873) 2023-03-02 17:11:07 -08:00
dockerfiles fix TRT dockerfile documentation https://github.com/microsoft/onnxruntime/issues/14556 (#14600) 2023-03-01 07:02:42 -08:00
docs Auto deploy API docs (#15088) 2023-03-23 15:08:49 -07:00
include/onnxruntime/core Re-work OrtApi struct to satisfy C++20 compilers (#15183) 2023-03-24 13:52:17 -07:00
java Update Gradle version (#14862) 2023-03-08 12:22:06 -08:00
js Bump webpack from 5.75.0 to 5.76.0 in /js (#15159) 2023-03-23 15:17:52 -07:00
objectivec Objective-C lib: Added support for int64 and uint64. (#14405) 2023-02-24 23:25:16 -08:00
onnxruntime Enable DML graph fusion independently of graph optimization level (#15172) 2023-03-24 13:50:17 -07:00
orttraining [ROCm] update bert-L convergence reference file to fix CI (#15200) 2023-03-24 21:43:44 +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 Format all python files under onnxruntime with black and isort (#11324) 2022-04-26 09:35:16 -07:00
tools Add smoking tests for all CPU Packages. (#15153) 2023-03-24 12:30:05 +08:00
winml remove device_id parameter out of ExecutionProvider::GetAllocator() (#14580) 2023-02-13 10:01:07 -08:00
.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
.flake8 Remove miscellaneous nuphar configs (#13070) 2022-09-26 13:41:28 -07:00
.gitattributes Initial bootstrap commit. 2018-11-19 16:48:22 -08:00
.gitignore Update Gradle version (#14862) 2023-03-08 12:22:06 -08:00
.gitmodules [wasm] upgrade emsdk from 3.1.19 to 3.1.32 (#14818) 2023-02-28 11:06:09 -08:00
CITATION.cff Fix CITATION.cff and add automatic validation of your citation metadata (#10478) 2022-04-13 10:03:52 -07:00
CODEOWNERS Update CODEOWNERS file. 2023-03-07 17:56:37 -08:00
CONTRIBUTING.md Fix link to High Level Design (#11786) 2023-02-28 11:05:54 -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_icon_for_light_bg.png Update nuget icon (#10672) 2022-03-01 09:11:03 -08:00
README.md [Readme] Update table for build pipelines (#14618) 2023-02-08 09:44:20 -08:00
SECURITY.md Microsoft mandatory file (#11619) 2022-05-25 13:56:10 -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
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
lgtm.yml Fix lgtm C++ error (#13613) 2022-11-10 10:06:22 -08:00
ort.wprp Add Tracelogging for profiling (#1639) 2019-11-11 21:34:10 -08:00
packages.config [DML EP] Upgrade DML to 1.10.1 (#14433) 2023-01-25 21:07:10 -08:00
pyproject.toml Update pylint config to include valid short names (#13631) 2022-11-14 10:00:25 -08:00
requirements-dev.txt Introduce parameterized as a dev dependency (#11364) 2022-04-26 17:24:39 -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
setup.py Statistics tool for ORTModule convergence parity (#15020) 2023-03-23 20:34:24 +08:00

README.md

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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System Inference Training
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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.