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Updated , rescanned every two hoursThursday, October 29, 2026

AWS Batch lets Teams Borrow GPU Time for SageMaker Training

Inference

Lend and borrow resources across teams with AWS Batch’s quota management for SageMaker Training jobs: preview

What is Lend and borrow resources across teams with AWS Batch’s quota management for SageMaker Training jobs?

AWS Batch now offers quota-based scheduling for SageMaker training jobs. You can assign each team a share of GPU capacity, automatically lend idle slots to other teams, and preempt lower-priority jobs when higher-priority work arrives.

Who it is for

ML ops teams that share limited GPU resources can keep pipelines moving without manual reallocation.

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