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48 lines
1.6 KiB
Markdown
48 lines
1.6 KiB
Markdown
---
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title: Building Docker Containers
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---
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## Exporting a Task into a Standalone Docker Container
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### Task Container
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Build a Docker container that when launched executes a specific experiment, or a clone (copy) of that experiment.
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- Build a Docker container that at launch will execute a specific Task:
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```bash
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clearml-agent build --id <task-id> --docker --target <new-docker-name> --entry-point reuse_task
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```
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- Build a Docker container that at launch will clone a Task specified by Task ID, and will execute the newly cloned Task:
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```bash
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clearml-agent build --id <task-id> --docker --target <new-docker-name> --entry-point clone_task
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```
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- Run built Docker by executing:
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```bash
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docker run <new-docker-name>
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```
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Check out [this tutorial](../guides/clearml_agent/executable_exp_containers.md) for building executable experiment
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containers.
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### Base Docker Container
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Build a Docker container according to the execution environment of a specific task.
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```bash
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clearml-agent build --id <task-id> --docker --target <new-docker-name>
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```
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You can add the Docker container as the base Docker image to a task (experiment), using one of the following methods:
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- Using the **ClearML Web UI** - See [Base Docker image](../webapp/webapp_exp_tuning.md#base-docker-image) on the "Tuning
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Experiments" page.
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- In the ClearML configuration file - Use the ClearML configuration file [`agent.default_docker`](../configs/clearml_conf.md#agentdefault_docker)
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options.
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Check out [this tutorial](../guides/clearml_agent/exp_environment_containers.md) for building a Docker container
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replicating the execution environment of an existing task. |