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To add to it, you can set the BatchStrategy to MultiLine
in order to speed up the processing.
General guideline is - number of workers/instances is a multiple of number of files in S3 to process.
If MaxConcurrentTransforms is set to 0 or left unset, Amazon SageMaker checks the optional execution-parameters to determine the settings for your chosen algorithm
respondido há 2 anos
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It partitions the Amazon S3 objects in the input by key. Please checkout https://docs.aws.amazon.com/sagemaker/latest/dg/batch-transform.html
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@AWS-Anonymous - thanks. I am inquiring if there is a way we can figure out a value for MaxConcurrentTransforms when we bring our own model/algorithm/container. can the value equal be to # of cpu available in whatever instance type we configure?