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[feature] Add support for a Google Cloud Strategy argument for create_custom_training_job_from_component #11198

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leandroni opened this issue Sep 12, 2024 · 0 comments

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@leandroni
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Feature Area

/area components

What feature would you like to see?

Add support for defining which type of scheduling strategy to use (see CustomJobSpec) via a strategy parameter on v1.custom_job.create_custom_training_job_from_component

What is the use case or pain point?

For fault tolerant jobs, the user might prefer to use Spot resources to reduce google cloud costs.

Is there a workaround currently?

Without this feature the user needs to create custom jobs using workerPoolSpecs, creating a container component and calling CustomTrainingJobOp.


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