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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

Language 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

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 Build Status Nightly
AMD Linux AMD ROCm GPU Stable : TF 2.x Build Status Release 2.9
AMD Linux AMD ROCm GPU Stable : TF 1.x Build Status Release 1.15
IBM Linux ppc64le CPU Nightly Build Status Nightly
IBM Linux ppc64le CPU Stable: TF 1.x Build Status Release 1.15
IBM Linux ppc64le CPU Stable: TF 2.x Build Status Release 2.x
IBM Linux ppc64le GPU Nightly Build Status Nightly
IBM Linux ppc64le GPU Stable: TF 1.x Build Status Release 1.15
IBM Linux ppc64le GPU Stable: TF 2.x Build Status Release 2.x
IBM Linux s390x Nightly Build Status Nightly
IBM Linux s390x CPU Stable Release Build Status Release
Intel Linux CPU with Intel oneDNN Nightly Build Status 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 Build Status Nightly
Linaro Linux aarch64 CPU Stable Release Build Status 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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Build-related tools for TensorFlow

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Languages

  • Shell 63.8%
  • Dockerfile 28.9%
  • Python 5.8%
  • Go 1.1%
  • Other 0.4%