Does Amazon SageMaker RL support heterogenous clusters?
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Does SageMaker RL support heterogenous clusters? I'd like to have our training to run on GPU and and SageMaker RL, and our inferences to run on CPUs.
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Yes, Amazon SageMaker RL allows you to define training workers separately from inference workers.
For more information, see Amazon SageMaker RL – Managed reinforcement learning with Amazon SageMaker on the AWS News Blog. Also, the Build and Train Reinforcement Models with Amazon SageMaker RL AWS online tech talk (see minute 26).
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