https://github.com/txstate-etc/tensorflow-docker

A dockerfile for building tensorflow from source. Targets node (tfjs-node) running in debian.
https://github.com/txstate-etc/tensorflow-docker

Last synced: 22 days ago
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A dockerfile for building tensorflow from source. Targets node (tfjs-node) running in debian.

• Host: GitHub
• URL: https://github.com/txstate-etc/tensorflow-docker
• Owner: txstate-etc
• Created: 2020-03-03T19:44:25.000Z (almost 5 years ago)
• Default Branch: master
• Last Pushed: 2020-03-03T20:20:35.000Z (almost 5 years ago)
• Last Synced: 2024-11-08T14:48:24.929Z (3 months ago)
• Language: Dockerfile
• Size: 1.95 KB
• Stars: 0
• Watchers: 7
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# tensorflow-docker

A dockerfile for building tensorflow from source. Targets node (tfjs-node) running in debian.

# Usage

This is meant to be used as a build-stage image for node servers that require @tensorflow/tfjs-node. It provides a .tar.gz of the tensorflow binary, compiled with minimal processor instruction set requirements (-march=core2), inside debian (currently uses image `node:12-buster-slim`).

A node service that depends on this would have a Dockerfile something like this:

```Dockerfile

FROM tensorflow-docker:v1 AS tf

FROM node:12-buster-slim

# package.json should have a dependency on @tensorflow/tfjs-node

COPY package.json ./

RUN npm install && rm -rf /usr/src/app/node_modules/\@tensorflow/tfjs-node/deps/*

WORKDIR /usr/src/app/node_modules/@tensorflow/tfjs-node/deps

COPY --from=tf /root/libtensorflow.tar.gz ./

RUN tar -xf libtensorflow.tar.gz && rm libtensorflow.tar.gz

WORKDIR /usr/src/app

COPY src src

# etc

```