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A Docker file for build Tensorflow, an open source software library for numerical computation using data flow graphs

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Tensorflow DIY

A Docker file to build images for AMD & ARM devices with Tensorflow an open source software library for numerical computation using data flow graphs.

Be aware! You should read carefully the usage documentation of every tool!

Details

You will be able to choose the Tensorflow versión by choosing version tags:

  • 1.14.0 (latest)
  • 1.13.1
  • 1.12.0
  • ...

This is a Multi-Arch image, so you don't have to specify the target architecture because it will provide the suitable one (ARMV7/x86_64).

Despite Tensorflow is full functional in this image there are a lot of complementary tools missing, so I use it as base image for more complex images with some of this complementary tools.

This image is the base image for a set of images Tensorflow Data Science Docker Stack

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tensorflow-diy

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Latest Enhancements

  • Upgrade Ubuntu version to 16.04
  • Upgrade Pyhton version to 3.5
  • Retired Python 2.7 version

Build Instructions

Build for amd64 architecture python3

docker build -t tensorflow-diy .

Run Image

docker run -it elswork/tensorflow-diy:latest

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A Docker file for build Tensorflow, an open source software library for numerical computation using data flow graphs

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