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Nomad Scheduler Support #734

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mwlon opened this issue Jun 20, 2023 · 1 comment
Open

Nomad Scheduler Support #734

mwlon opened this issue Jun 20, 2023 · 1 comment

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@mwlon
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mwlon commented Jun 20, 2023 •
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Description

Add support for Hashicorp Nomad as a scheduler.

Motivation/Background

Nomad has a good scheduler, and pytorch has good distributed training. However, Nomad launches batch job tasks asynchronously instead of all at once, so torchx will be necessary to train in an orderly way when not all resources are immediately available.

Proposal

Add a torchx.schedulers.Scheduler subclass.
@kiukchung
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Sounds reasonable. Would you be open to contributing the Nomad scheduler integration? Happy to review the PR. Thanks!

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@mwlon @kiukchung