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Consider the case where you need to create a working python3 distrib with pytorch installed for running a script using GPU resources on ChaCha or DISCO. On those machines, we use Apptainer for the containers and this documentation describes how to create, customize and run images using Apptainer. Launching Apptainer tasks using Slurm is defined elsewhere.</description>
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Introduction

The rationale for this procedure is to ensure data security, to keep visibility on the cluster usage and prevent maxing out cluster resources.

Apptainer makes the container safe for all the other users : unlike Docker that needs to be run as root to be able to use GPUs, Apptainer is made for HPC usage, which prevents your container or the containers for other researchers to read your files, or erase them.</description>
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Make sure you already have an Apptainer container ready to use at this stage

You should have your container ready in the Apptainer file format : for examples here, application.sif

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