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TensorFlow SIG Build is 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
see contribution guidelines for a guide on how to
contribute. This project adheres to TensorFlow’s code of conduct.
By participating, you are expected to uphold this code.

Community

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
  • Manylinux 2014 Docker Images:
    manylinux2014 build environment for TensorFlow packages.
  • Distroless Dockerfiles:
    Distroless (info) TensorFlow
    images, which are smaller than TensorFlow’s official images.
  • DevInfra Windown 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.
  • 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 as community builds 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 GPU Nightly

Nightly

AMD

Linux AMD ROCm GPU Stable : TF 2.x

Release 2.9

AMD

Linux AMD ROCm GPU Stable : TF 1.x

Release 1.15

IBM

Linux ppc64le CPU Nightly

Nightly

IBM

Linux ppc64le CPU Stable: TF 1.x

Release 1.15

IBM

Linux ppc64le CPU Stable: TF 2.x

Release 2.x

IBM

Linux ppc64le GPU Nightly

Nightly

IBM

Linux ppc64le GPU Stable: TF 1.x

Release 1.15

IBM

Linux ppc64le GPU Stable: TF 2.x

Release 2.x

IBM

Linux s390x Nightly

Nightly

IBM

Linux s390x CPU Stable Release

Release

Intel

Linux CPU with Intel oneDNN Nightly

Nightly

Intel

Linux CPU with Intel oneDNN Stable Release 1.x
No Badge
Release 1.15

Intel

Linux CPU with Intel oneDNN Stable Release 2.x
No Badge
Release 2.x

Intel

Windows CPU with Intel oneDNN Stable Release 2.x
No Badge
Release 2.x

Linaro

Linux aarch64 CPU Nightly

Nightly

Linaro

Linux aarch64 CPU Stable Release

Release 1.x & 2.x

TensorFlow Containers

Owner
Container Type
Status
Artifacts

Linaro

TensorFlow aarch64 Neoverse-N1 CPU Stable Debian
Static
Release 2.3

Arm

TensorFlow AArch64 Neoverse-N1 CPU Stable
Static
Docker Hub

AMD

Linux ROCm GPU Stable
Static
Docker Hub

Intel

Linux CPU with Intel oneDNN Stable
Static
Docker Hub



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