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onnxruntime-imx

Onnxruntime i.MX Machine Learning

https://github.com/nxp-imx/onnxruntime-imx

Science Score: 26.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
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    Academic publication links
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    Academic email domains
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    Institutional organization owner
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  • ○
    Scientific vocabulary similarity
    Low similarity (10.0%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Onnxruntime i.MX Machine Learning

Basic Info
  • Host: GitHub
  • Owner: nxp-imx
  • License: mit
  • Language: C++
  • Default Branch: lf-6.12.20_2.0.0
  • Size: 572 MB
Statistics
  • Stars: 7
  • Watchers: 2
  • Forks: 3
  • Open Issues: 9
  • Releases: 0
Created almost 4 years ago · Last pushed 10 months ago
Metadata Files
Readme Contributing License Citation Codeowners Security Roadmap

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

Builtin Pipeline Status

|System|Inference|Training| |---|---|---| |Windows|Build Status
Build Status
Build Status
Build Status|| |Linux|Build Status
Build Status
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Build Status|Build Status
Build Status| |Mac|Build Status|| |Android|Build Status|| |iOS|Build Status|| |Web|Build Status|| |Other|Build Status||

This project is tested with BrowserStack.

Third-party Pipeline Status

|System|Inference|Training| |---|---|---| |Linux|Build Status||

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

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.

Owner

  • Name: nxp-imx
  • Login: nxp-imx
  • Kind: organization

NXP i.MX Linux BSP Software

GitHub Events

Total
  • Watch event: 3
  • Delete event: 9
  • Issue comment event: 8
  • Push event: 6
  • Pull request event: 12
  • Fork event: 1
  • Create event: 17
Last Year
  • Watch event: 3
  • Delete event: 9
  • Issue comment event: 8
  • Push event: 6
  • Pull request event: 12
  • Fork event: 1
  • Create event: 17

Dependencies

js/web/package.json npm
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onnxruntime/python/tools/transformers/requirements.txt pypi
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  • actions/upload-artifact v4 composite
  • nuget/setup-nuget v2 composite
.github/workflows/windows_x64_release_ep_generic_interface_build_x64_release_ep_generic_interface.yml actions
  • ./.github/actions/locate-vcvarsall-and-setup-env * composite
  • actions/checkout v4 composite
  • actions/github-script v7 composite
  • actions/setup-dotnet v4 composite
  • actions/setup-java v4 composite
  • actions/setup-node v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
  • nuget/setup-nuget v2 composite
.github/workflows/windows_x64_release_vitisai_build_x64_release.yml actions
  • ./.github/actions/locate-vcvarsall-and-setup-env * composite
  • actions/checkout v4 composite
  • actions/github-script v7 composite
  • actions/setup-dotnet v4 composite
  • actions/setup-java v4 composite
  • actions/setup-node v4 composite
  • actions/setup-python v5 composite
  • nuget/setup-nuget v2 composite
.github/workflows/windows_x64_release_xnnpack.yml actions
  • ./.github/actions/locate-vcvarsall-and-setup-env * composite
  • actions/checkout v4 composite
  • actions/github-script v7 composite
  • actions/setup-dotnet v4 composite
  • actions/setup-java v4 composite
  • actions/setup-node v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
  • nuget/setup-nuget v2 composite
.github/workflows/windows_x86.yml actions
  • ./.github/actions/locate-vcvarsall-and-setup-env * composite
  • actions/checkout v4 composite
  • actions/github-script v7 composite
  • actions/setup-dotnet v4 composite
  • actions/setup-java v4 composite
  • actions/setup-node v4 composite
  • actions/setup-python v5 composite
  • actions/upload-artifact v4 composite
  • nuget/setup-nuget v2 composite
rust/Cargo.toml cargo
rust/onnxruntime/Cargo.toml cargo
  • image 0.24 development
  • test-log 0.2 development
  • tracing-subscriber 0.2 development
  • ureq 2.1 development
  • libloading 0.7
  • ndarray 0.15
  • once_cell 1.17
  • onnxruntime-sys 0.0.14
  • thiserror 1.0
  • tracing 0.1
  • ureq 2.1
rust/onnxruntime-sys/Cargo.toml cargo
tools/android_custom_build/Dockerfile docker
  • ubuntu 20.04 build
tools/ci_build/github/linux/docker/inference/aarch64/default/cpu/Dockerfile docker
  • onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cpu_aarch64_ubi8_gcc14_dotnet 20250124.1 build
tools/ci_build/github/linux/docker/inference/aarch64/python/cpu/Dockerfile docker
  • onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cpu_aarch64_ubi8_gcc14 20250124.1 build
tools/ci_build/github/linux/docker/inference/x86_64/default/cpu/Dockerfile docker
  • onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cpu_x64_ubi8_gcc14_dotnet 20250124.1 build