sarvex / tensorflow-build

Build-related tools for TensorFlow

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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

• 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

• Manylinux 2014 Docker Images: manylinux2014 build environment for TensorFlow packages.
• Distroless Dockerfiles: Distroless (info) TensorFlow images, which are smaller than TensorFlow's official 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

• TF SIG Build Dockerfiles: Standard Dockerfiles for TensorFlow builds
• 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 2.5
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