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AWS Batch 新增配额管理功能,支持 SageMaker Training 任务跨团队借用 GPU

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

精选理由

多团队抢 GPU 的公司看过来,AWS Batch 这个新功能能自动把闲置算力借给别的团队,还支持高优任务插队。

AWS Batch 推出针对 SageMaker Training 任务的配额管理功能。团队可以将 GPU 容量按团队或项目划分成配额份额,闲置容量自动借给其他份额使用。配合抢占机制,高优先级训练任务可以优先运行,无需人工协调。

图片来源 · AWS Machine Learning Blog
原文 · AWS Machine Learning Blog

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

AWS Batch quota management is a new scheduling capability you can use to divide GPU capacity into quota shares per team or project, automatically lend idle capacity across shares, and use preemption to run your highest-priority SageMaker Training jobs first, all without manual coordination.