Model - Amazon SageMaker

Model

The properties of a model as returned by the Search API.

Contents

Containers

The containers in the inference pipeline.

Type: Array of ContainerDefinition objects

Array Members: Maximum number of 15 items.

Required: No

CreationTime

A timestamp that indicates when the model was created.

Type: Timestamp

Required: No

DeploymentRecommendation

A set of recommended deployment configurations for the model.

Type: DeploymentRecommendation object

Required: No

EnableNetworkIsolation

Isolates the model container. No inbound or outbound network calls can be made to or from the model container.

Type: Boolean

Required: No

ExecutionRoleArn

The Amazon Resource Name (ARN) of the IAM role that you specified for the model.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

Pattern: ^arn:aws[a-z\-]*:iam::\d{12}:role/?[a-zA-Z_0-9+=,.@\-_/]+$

Required: No

InferenceExecutionConfig

Specifies details about how containers in a multi-container endpoint are run.

Type: InferenceExecutionConfig object

Required: No

ModelArn

The Amazon Resource Name (ARN) of the model.

Type: String

Length Constraints: Minimum length of 20. Maximum length of 2048.

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

Required: No

ModelName

The name of the model.

Type: String

Length Constraints: Maximum length of 63.

Pattern: ^[a-zA-Z0-9]([\-a-zA-Z0-9]*[a-zA-Z0-9])?

Required: No

PrimaryContainer

Describes the container, as part of model definition.

Type: ContainerDefinition object

Required: No

Tags

A list of key-value pairs associated with the model. For more information, see Tagging AWS resources in the AWS General Reference Guide.

Type: Array of Tag objects

Array Members: Minimum number of 0 items. Maximum number of 50 items.

Required: No

VpcConfig

Specifies an Amazon Virtual Private Cloud (VPC) that your SageMaker jobs, hosted models, and compute resources have access to. You can control access to and from your resources by configuring a VPC. For more information, see Give SageMaker Access to Resources in your Amazon VPC.

Type: VpcConfig object

Required: No

See Also

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