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OptimizationJobSummary - Amazon SageMaker

OptimizationJobSummary

Summarizes an optimization job by providing some of its key properties.

Contents

CreationTime

The time when you created the optimization job.

Type: Timestamp

Required: Yes

DeploymentInstanceType

The type of instance that hosts the optimized model that you create with the optimization job.

Type: String

Valid Values: ml.p4d.24xlarge | ml.p4de.24xlarge | ml.p5.48xlarge | ml.g5.xlarge | ml.g5.2xlarge | ml.g5.4xlarge | ml.g5.8xlarge | ml.g5.12xlarge | ml.g5.16xlarge | ml.g5.24xlarge | ml.g5.48xlarge | ml.g6.xlarge | ml.g6.2xlarge | ml.g6.4xlarge | ml.g6.8xlarge | ml.g6.12xlarge | ml.g6.16xlarge | ml.g6.24xlarge | ml.g6.48xlarge | ml.inf2.xlarge | ml.inf2.8xlarge | ml.inf2.24xlarge | ml.inf2.48xlarge | ml.trn1.2xlarge | ml.trn1.32xlarge | ml.trn1n.32xlarge

Required: Yes

OptimizationJobArn

The Amazon Resource Name (ARN) of the optimization job.

Type: String

Length Constraints: Maximum length of 256.

Pattern: arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:optimization-job/.*

Required: Yes

OptimizationJobName

The name that you assigned to the optimization job.

Type: String

Length Constraints: Minimum length of 1. Maximum length of 63.

Pattern: ^[a-zA-Z0-9](-*[a-zA-Z0-9]){0,62}$

Required: Yes

OptimizationJobStatus

The current status of the optimization job.

Type: String

Valid Values: INPROGRESS | COMPLETED | FAILED | STARTING | STOPPING | STOPPED

Required: Yes

OptimizationTypes

The optimization techniques that are applied by the optimization job.

Type: Array of strings

Required: Yes

LastModifiedTime

The time when the optimization job was last updated.

Type: Timestamp

Required: No

OptimizationEndTime

The time when the optimization job finished processing.

Type: Timestamp

Required: No

OptimizationStartTime

The time when the optimization job started.

Type: Timestamp

Required: No

See Also

For more information about using this API in one of the language-specific AWS SDKs, see the following:

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