SageMaker Optimization Job

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This table represents the SageMaker Optimization Job resource from Amazon Web Services.

aws.sagemaker_optimizationjob

Fields

ID	Type	Data Type	Description
_key	core	string
account_id	core	string
creation_time	core	timestamp	The time when you created the optimization job.
deployment_instance_type	core	string	The type of instance that hosts the optimized model that you create with the optimization job.
failure_reason	core	string	If the optimization job status is <code>FAILED</code>, the reason for the failure.
last_modified_time	core	timestamp	The time when the optimization job was last updated.
model_source	core	json	The location of the source model to optimize with an optimization job.
optimization_configs	core	json	Settings for each of the optimization techniques that the job applies.
optimization_end_time	core	timestamp	The time when the optimization job finished processing.
optimization_environment	core	hstore	The environment variables to set in the model container.
optimization_job_arn	core	string	The Amazon Resource Name (ARN) of the optimization job.
optimization_job_name	core	string	The name that you assigned to the optimization job.
optimization_job_status	core	string	The current status of the optimization job.
optimization_output	core	json	Output values produced by an optimization job.
optimization_start_time	core	timestamp	The time when the optimization job started.
output_config	core	json	Details for where to store the optimized model that you create with the optimization job.
role_arn	core	string	The ARN of the IAM role that you assigned to the optimization job.
stopping_condition	core	json
tags	core	hstore
vpc_config	core	json	A VPC in Amazon VPC that your optimized model has access to.