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 Amazon resources in the Amazon 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 Amazon SDKs, see the following: