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[Feature Request] Let multiple jobs share the same GPU when launching a sweep on SLURM with submitit #2632

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odelalleau opened this issue Apr 4, 2023 · 1 comment · May be fixed by #2633
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enhancement Enhanvement request

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@odelalleau
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🚀 Feature Request

I would like to be able to launch a sweep on SLURM with the submitit plugin in such a way that several jobs share the same GPU.

Motivation

Sometimes jobs do not fully use GPUs fully, and in such a situation one may save resources by being able to share the same GPU across multiple jobs.

Pitch

Describe the solution you'd like

A simple setting in the submitit plugin to enable this feature.

Describe alternatives you've considered

Implementing some custom sweep logic within my script, combined with tasks_per_node > 1 => this is cumbersome to implement and requires changing the sweep syntax.

Are you willing to open a pull request? (See CONTRIBUTING)

Yes

@odelalleau odelalleau added the enhancement Enhanvement request label Apr 4, 2023
@odelalleau odelalleau self-assigned this Apr 4, 2023
@odelalleau odelalleau linked a pull request Apr 4, 2023 that will close this issue
@matteobettini
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+1

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