clearml-docs/docs/clearml_agent/clearml_agent_docker.md

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Building Docker Containers

Exporting a Task into a Standalone Docker Container

Task Container

Build a Docker container that when launched executes a specific task, or a clone (copy) of that task.

• Build a Docker container that at launch will execute a specific Task:

  clearml-agent build --id <task-id> --docker --target <new-docker-name> --entry-point reuse_task
  

• Build a Docker container that at launch will clone a Task specified by Task ID, and will execute the newly cloned Task:

  clearml-agent build --id <task-id> --docker --target <new-docker-name> --entry-point clone_task
  

• Run built Docker by executing:

  docker run <new-docker-name>
  

Check out this tutorial for building executable task containers.

Base Docker Container

Build a Docker container according to the execution environment of a specific task.

clearml-agent build --id <task-id> --docker --target <new-docker-name>

You can add the Docker container as the base Docker image to a task, using one of the following methods:

• Using the ClearML Web UI - See Base Docker image on the "Tuning Tasks" page.
• In the ClearML configuration file - Use the ClearML configuration file agent.default_docker options.

Check out this tutorial for building a Docker container replicating the execution environment of an existing task.