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TensorFlow SIG Buildis a community group dedicated to the TensorFlow build process. This repository is a showcase of resources, guides, tools, and builds contributed by the community, for the community.

Group

Contributing

SIG Build is a community-led open source project. As such, the project depends on public contributions, bug-fixes, and documentation. Please seecontribution guidelinesfor a guide on how to contribute. This project adheres toTensorFlow's code of conduct. By participating, you are expected to uphold this code.

Community

• Public Mailing List
• SIG Monthly Meeting Notes
  • Join our mailing list and receive calendar invites to the meeting.

License

Apache License 2.0

Project Showcase

Want to add your own project to this list? It's easy: check out CONTRIBUTING.md.

Docker

• TF SIG Build Dockerfiles: Standard Dockerfiles for TensorFlow builds, used internally at Google
• TensorFlow Runtime Dockerfiles: Simple Dockerfiles for running TensorFlow, with Jupyter variants.
• Manylinux 2014 Docker Images: manylinux2014build environment for TensorFlow packages.
• Distroless Dockerfiles: Distroless (info) TensorFlow images, which are smaller than TensorFlow's official images.
• DevInfra Windows RBE: Static snapshot of TF DevInfra's Windows Remote Build Execution images

Language Bindings

• Golang Install Guide:Documentation for installing the Go bindings.

Platforms

• ppc64le Builds:Dockerfiles and wheel build scripts for building TF on ppc64le.
• Raspberry Pi Builds:TensorFlow's old official docs for building on Raspberry Pi. Needs an owner.
• WSL2 GPU Guide:Instructions for enabling GPU with Tensorflow on a WSL2 virtual machine.

WIP / Other

• Directory Template:Example short description.
• TF OSS Dashboard:Dashboard for all continuous statuses on TF GitHub Commits.
• Tekton CI:perfinion's experimental directory for using Tekton CI with TensorFlow

Community Supported TensorFlow Builds

Amazing members of the TensorFlow community build, test, and package TensorFlow on more platforms than are supported by the official TensorFlow team. Please note that ascommunitybuilds they are not supported by the TensorFlow team.

Want to add your own community builds to this list? It's easy: check out CONTRIBUTING.md.

TensorFlow Builds

Owner	Build Type	Status	Artifacts
AMD	Linux AMD ROCm GPUNightly		Nightly
AMD	Linux AMD ROCm GPUStable: TF 2.x		Release 2.12
AMD	Linux AMD ROCm GPUStable: TF 1.x		Release 1.15
AMD	Linux AMD ZenDNN Plug-in CPUStable: TF 2.x	No Badge	Release 2.x
IBM	Linux ppc64le CPUNightly		Nightly
IBM	Linux ppc64le CPUStable: TF 1.x		Release1.15
IBM	Linux ppc64le CPUStable: TF 2.x		Release2.x
IBM	Linux ppc64le GPUNightly		Nightly
IBM	Linux ppc64le GPUStable: TF 1.x		Release1.15
IBM	Linux ppc64le GPUStable: TF 2.x		Release2.x
IBM	Linux s390xNightly		Nightly
IBM	Linux s390x CPUStable Release		Release
Intel	Linux CPU with Intel oneDNNStable Release 1.x	No Badge	Release1.15
Intel	Linux CPU with Intel oneDNNStable Release 2.x	No Badge	Release2.x
Intel	Windows CPU with Intel oneDNNStable Release 2.x	No Badge	Release2.x
Linaro	Linux aarch64 CPUNightly		Nightly
Linaro	Linux aarch64 CPUStable Release		Release1.x & 2.x

TensorFlow Containers

Owner	Container Type	Status	Artifacts
Linaro	TensorFlow aarch64 Neoverse-N1 CPUStable Debian	Static	Release2.3
Arm	TensorFlow AArch64 Neoverse-N1 CPUStable	Static	Docker Hub
AMD	Linux ROCm GPUStable	Static	Docker Hub
Intel	Linux CPU with Intel oneDNNStable	Static	Docker Hub