AWS::SageMaker::ModelPackage SourceAlgorithm
Specifies an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Marketplace that you are subscribed to.
Syntax
To declare this entity in your Amazon CloudFormation template, use the following syntax:
JSON
{ "AlgorithmName" :
String
, "ModelDataUrl" :String
}
YAML
AlgorithmName:
String
ModelDataUrl:String
Properties
AlgorithmName
-
The name of an algorithm that was used to create the model package. The algorithm must be either an algorithm resource in your SageMaker account or an algorithm in Amazon Marketplace that you are subscribed to.
Required: Yes
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
ModelDataUrl
-
The Amazon S3 path where the model artifacts, which result from model training, are stored. This path must point to a single
gzip
compressed tar archive (.tar.gz
suffix).Note
The model artifacts must be in an S3 bucket that is in the same Amazon region as the algorithm.
Required: No
Type: String
Pattern:
^(https|s3)://([^/]+)/?(.*)$
Maximum:
1024
Update requires: Replacement