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Determined AI Public Environments

This repository contains scripts and configurations used to build Determined environment images and deploy them to AWS. To configure a custom image based off an existing Determined image, clone this repository and modify the necessary files/scripts.

###Files

  • Dockerfile.cpu is the main build script for CPU images
  • Dockerfile.gpu is the main build script for GPU images
  • /scripts contains scripts for publishing Docker images to repositories
  • /dockerfile_scripts contains package installation and patch helper scripts for building external packages
  • Makefile contains Docker build commands and top-level Docker image configurations (e.g. tags, build arguments, registry info)

###Run To build a custom image:

  • Modify an existing recipe in Makefile or define a new command.
  • Add/modify any additional scripts needed for the image build
  • run make {build_name}

To publish an image:

  • Add a publish target or modify an existing recipe
  • Change registry info (DOCKERHUB_REGISTRY and NGC_REGISTRY) in Makefile or specify make args
  • run make {publish-target} DOCKERHUB_REGISTRY={registry}