ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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Aung T Naing e83993bbaf
Added MatMul tests for QNN EP (#15956)
### Description
<!-- Describe your changes. -->
Added test coverage for QNN EP MatMul op


### 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. -->
Created test coverage for HTP based MatMul with broadcasting.

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Co-authored-by: Hector Li <hecli@microsoft.com>
2023-06-20 13:58:56 -07:00
.config Update tsaoptions.json: update the email alias (#13448) 2022-10-26 15:56:16 -07:00
.devcontainer
.gdn Update win-ci-pipeline.yml: enable xnnpack tests (#16244) 2023-06-14 19:12:42 -07:00
.github Update win-ci-pipeline.yml: enable xnnpack tests (#16244) 2023-06-14 19:12:42 -07:00
.pipelines [DML EP] Update DirectML version to 1.12.0 (#16011) 2023-05-18 19:37:12 -07:00
.vscode
cgmanifests Update cgmanifests/generated/cgmanifest.json to fix a syntax error (#15997) 2023-05-18 15:03:06 -07:00
cmake added support for cmake "find_package" (#8919) 2023-06-19 22:20:31 -07:00
csharp Enable Microsoft.AI.MachineLearning NuGet with WinUI projects (#16415) 2023-06-20 13:10:19 -07:00
dockerfiles Enable model subgraph execution in OVEP and setting the OpenVINO dll's to the path from the OpenVINO pypi packge in OVEP and fix OVEP windows io buffer sample (#16147) 2023-06-16 19:47:09 -07:00
docs Embedding sparsity optimization (#16141) 2023-06-19 20:34:53 +08:00
include/onnxruntime/core ExecutionProvider API refactor - move allocator from EP level to SessionState level and indexed by OrtDevice (#15833) 2023-06-19 17:44:45 -07:00
java Fixing CoreML in Java (#16231) 2023-06-07 12:24:57 -07:00
js [js/web] fix nodejs detection (#16400) 2023-06-20 00:20:58 -07:00
objectivec Treat Objective-C static analysis warnings as errors (#16293) 2023-06-09 08:51:49 -07:00
onnxruntime Added MatMul tests for QNN EP (#15956) 2023-06-20 13:58:56 -07:00
orttraining Update DORT to follow PyTorch changes (#16394) 2023-06-20 12:06:50 -07:00
rust Add rust bindings (#12606) 2023-02-08 14:57:15 -08:00
samples Enable pylint and numpy rules (#15218) 2023-03-27 20:37:53 -07:00
swift/OnnxRuntimeBindingsTests Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
tools [ROCm] Delete unused file to fix Component Governance Alert (#16407) 2023-06-19 11:28:32 -07:00
winml ExecutionProvider API refactor - move allocator from EP level to SessionState level and indexed by OrtDevice (#15833) 2023-06-19 17:44:45 -07:00
.clang-format Run clang-format in CI (#15524) 2023-04-18 09:26:58 -07:00
.clang-tidy Create clang-tidy CI (#12653) 2022-09-30 08:05:38 -07:00
.dockerignore
.gitattributes
.gitignore remove 'lib/' from .gitignore (#15613) 2023-04-24 18:43:32 -07:00
.gitmodules Update eigen to 3.4 and remove the eigen from git submodule (#15875) 2023-05-11 11:56:59 -07:00
.lintrunner.toml Enable RUFF as a formatter (#15699) 2023-04-26 14:04:07 -07:00
build.amd64.1411.bat
build.bat
build.sh
CITATION.cff
CODEOWNERS Add owners for public facing API files (#15288) 2023-03-30 17:16:15 -07:00
CONTRIBUTING.md Fix link to High Level Design (#11786) 2023-02-28 11:05:54 -08:00
lgtm.yml Fix lgtm C++ error (#13613) 2022-11-10 10:06:22 -08:00
LICENSE
NuGet.config
ort.wprp
ORT_icon_for_light_bg.png
Package.swift Add iOS Swift Package Manager support (#15297) 2023-04-20 16:18:35 +10:00
packages.config [DML EP] Update DirectML version to 1.12.0 (#16011) 2023-05-18 19:37:12 -07:00
pyproject.toml Bump ruff in CI (#15533) 2023-04-17 10:11:44 -07:00
README.md add third-party pipeline status to README.md (#16155) 2023-05-31 22:14:39 -07:00
requirements-dev.txt Remove codecov from requirements-dev.txt (#15487) 2023-04-12 18:48:02 -07:00
requirements-doc.txt
requirements-lintrunner.txt Enable RUFF as a formatter (#15699) 2023-04-26 14:04:07 -07:00
requirements-training.txt Remove protobuf pin from training requirements (#13695) 2022-11-22 12:27:18 -08:00
requirements.txt.in
SECURITY.md
setup.py Fix python pipeline for AzureEP without using root (#16023) 2023-05-22 16:38:47 -07:00
ThirdPartyNotices.txt Implement openAI endpoint invoker for nuget (#15797) 2023-05-11 22:04:02 -07:00
VERSION_NUMBER Update VERSION_NUMBER (#15773) 2023-05-03 15:07:34 -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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Linux Build Status
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Mac Build Status
Android Build Status
iOS 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.