AWS::SageMaker::ModelPackage

An array of additional Inference Specification objects.

Required: No

Type: Array of AdditionalInferenceSpecificationDefinition

Minimum: 1

Maximum: 15

Update requires: No interruption

An array of additional Inference Specification objects to be added to the existing array. The total number of additional Inference Specification objects cannot exceed 15. Each additional Inference Specification object specifies artifacts based on this model package that can be used on inference endpoints. Generally used with SageMaker Neo to store the compiled artifacts.

Required: No

Type: Array of AdditionalInferenceSpecificationDefinition

Minimum: 1

Maximum: 15

Update requires: No interruption

A description provided when the model approval is set.

Required: No

Type: String

Pattern: .*

Maximum: 1024

Update requires: No interruption

Whether the model package is to be certified to be listed on AWS Marketplace. For information about listing model packages on AWS Marketplace, see List Your Algorithm or Model Package on AWS Marketplace.

Required: No

Type: Boolean

Update requires: No interruption

A unique token that guarantees that the call to this API is idempotent.

Required: No

Type: String

Pattern: ^[a-zA-Z0-9-]+$

Minimum: 1

Maximum: 36

Update requires: Replacement

The metadata properties for the model package.

Required: No

Type: Object of String

Pattern: ^([\p{L}\p{Z}\p{N}_.:\/=+\-@]*)${1,128}

Minimum: 1

Maximum: 128

Update requires: No interruption

The machine learning domain of your model package and its components. Common machine learning domains include computer vision and natural language processing.

Required: No

Type: String

Update requires: Replacement

Represents the drift check baselines that can be used when the model monitor is set using the model package.

Required: No

Type: DriftCheckBaselines

Update requires: Replacement

Defines how to perform inference generation after a training job is run.

Required: No

Type: InferenceSpecification

Update requires: Replacement

The last time the model package was modified.

Required: No

Type: String

Update requires: No interruption

Metadata properties of the tracking entity, trial, or trial component.

Required: No

Type: MetadataProperties

Update requires: Replacement

The approval status of the model. This can be one of the following values.

Required: No

Type: String

Allowed values: Approved | Rejected | PendingManualApproval

Update requires: No interruption

An Amazon SageMaker Model Card.

Required: No

Type: ModelCard

Update requires: Some interruptions

Metrics for the model.

Required: No

Type: ModelMetrics

Update requires: Replacement

The description of the model package.

Required: No

Type: String

Pattern: [\p{L}\p{M}\p{Z}\p{S}\p{N}\p{P}]*

Maximum: 1024

Update requires: Replacement

The model group to which the model belongs.

Required: No

Type: String

Pattern: (arn:aws[a-z\-]*:sagemaker:[a-z0-9\-]*:[0-9]{12}:[a-z\-]*\/)?([a-zA-Z0-9]([a-zA-Z0-9-]){0,62})(?<!-)$

Minimum: 1

Maximum: 170

Update requires: Replacement

The name of the model.

Required: No

Type: String

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

Minimum: 1

Maximum: 63

Update requires: No interruption

Specifies the validation and image scan statuses of the model package.

Required: No

Type: ModelPackageStatusDetails

Update requires: No interruption

The version number of a versioned model.

Required: No

Type: Integer

Minimum: 1

Update requires: No interruption

The Amazon Simple Storage Service path where the sample payload are stored. This path must point to a single gzip compressed tar archive (.tar.gz suffix).

Required: No

Type: String

Pattern: ^(https|s3)://([^/]+)/?(.*)$

Maximum: 1024

Update requires: Replacement

Property description not available.

Required: No

Type: SecurityConfig

Update requires: Replacement

Indicates if you want to skip model validation.

Required: No

Type: String

Allowed values: None | All

Update requires: No interruption

A list of algorithms that were used to create a model package.

Required: No

Type: SourceAlgorithmSpecification

Update requires: Replacement

The URI of the source for the model package.

Required: No

Type: String

Pattern: [\p{L}\p{M}\p{Z}\p{N}\p{P}]{0,1024}

Minimum: 0

Maximum: 1024

Update requires: Some interruptions

A list of the tags associated with the model package. For more information, see Tagging AWS resources in the AWS General Reference Guide.

Required: No

Type: Array of Tag

Maximum: 50

Update requires: No interruption

The machine learning task your model package accomplishes. Common machine learning tasks include object detection and image classification.

Required: No

Type: String

Update requires: Replacement

Specifies batch transform jobs that SageMaker runs to validate your model package.

Required: No

Type: ValidationSpecification

Update requires: Replacement

The time that the model package was created.

The Amazon Resource Name (ARN) of the model package.

The status of the model package. This can be one of the following values.