CmdID

CmdID / aws / aws sagemaker

aws sagemaker create-optimization-job

Creates a job that optimizes a model for inference performance. AWS CLI reference

12 options Its page in the AWS CLI reference

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Options

12 in the AWS CLI reference
--deployment-instance-typeThe type of instance that hosts the optimized model that you create with the optimization job.
--max-instance-countThe maximum number of instances to use for the optimization job.
--model-sourceThe location of the source model to optimize with an optimization job.
--optimization-configsSettings for each of the optimization techniques that the job applies.
--optimization-environmentThe environment variables to set in the model container.
--optimization-job-nameA custom name for the new optimization job.
--output-configDetails for where to store the optimized model that you create with the optimization job.
--role-arnThe Amazon Resource Name (ARN) of an IAM role that enables Amazon SageMaker AI to perform tasks on your behalf.
--stopping-conditionSpecifies a limit to how long a job can run.
--tagsA list of key-value pairs associated with the optimization job.
--training-plan-arnsThe Amazon Resource Name (ARN) of the training plan to use for this optimization job.
--vpc-configA VPC in Amazon VPC that your optimized model has access to.