AWS::CleanRoomsML::ConfiguredModelAlgorithm - Amazon CloudFormation
SyntaxPropertiesReturn valuesExamples
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AWS::CleanRoomsML::ConfiguredModelAlgorithm

Creates a configured model algorithm using a container image stored in an ECR repository.

Syntax

To declare this entity in your Amazon CloudFormation template, use the following syntax:

JSON

{
  "Type" : "AWS::CleanRoomsML::ConfiguredModelAlgorithm",
  "Properties" : {
      "Description" : String,
      "InferenceContainerConfig" : InferenceContainerConfig,
      "KmsKeyArn" : String,
      "Name" : String,
      "RoleArn" : String,
      "Tags" : [ Tag, ... ],
      "TrainingContainerConfig" : ContainerConfig
    }
}

YAML

Type: AWS::CleanRoomsML::ConfiguredModelAlgorithm
Properties:
  Description: String
  InferenceContainerConfig: 
    InferenceContainerConfig
  KmsKeyArn: String
  Name: String
  RoleArn: String
  Tags: 
    - Tag
  TrainingContainerConfig: 
    ContainerConfig

Properties

Description

The description of the configured model algorithm.

Required: No

Type: String

Pattern: ^[\u0020-\uD7FF\uE000-\uFFFD\uD800\uDBFF-\uDC00\uDFFF\t\r\n]*$

Maximum: 255

Update requires: Replacement

InferenceContainerConfig

Provides configuration information for the inference container that is used when you run an inference job on a configured model algorithm.

Required: No

Type: InferenceContainerConfig

Update requires: Replacement

KmsKeyArn

The Amazon Resource Name (ARN) of the KMS key. This key is used to encrypt and decrypt customer-owned data in the configured ML model algorithm and associated data.

Required: No

Type: String

Pattern: ^arn:aws[-a-z]*:kms:[-a-z0-9]+:[0-9]{12}:key/.+$

Minimum: 20

Maximum: 2048

Update requires: Replacement

Name

The name of the configured model algorithm.

Required: Yes

Type: String

Pattern: ^(?!\s*$)[\u0020-\uD7FF\uE000-\uFFFD\uD800\uDBFF-\uDC00\uDFFF\t]*$

Minimum: 1

Maximum: 63

Update requires: Replacement

RoleArn

The Amazon Resource Name (ARN) of the role that is used to access the repository.

Required: Yes

Type: String

Pattern: ^arn:aws[-a-z]*:iam::[0-9]{12}:role/.+$

Minimum: 20

Maximum: 2048

Update requires: Replacement

Tags

The optional metadata that you apply to the resource to help you categorize and organize them. Each tag consists of a key and an optional value, both of which you define.

The following basic restrictions apply to tags:

  • Maximum number of tags per resource - 50.

  • For each resource, each tag key must be unique, and each tag key can have only one value.

  • Maximum key length - 128 Unicode characters in UTF-8.

  • Maximum value length - 256 Unicode characters in UTF-8.

  • If your tagging schema is used across multiple services and resources, remember that other services may have restrictions on allowed characters. Generally allowed characters are: letters, numbers, and spaces representable in UTF-8, and the following characters: + - = . _ : / @.

  • Tag keys and values are case sensitive.

  • Do not use aws:, AWS:, or any upper or lowercase combination of such as a prefix for keys as it is reserved. You cannot edit or delete tag keys with this prefix. Values can have this prefix. If a tag value has aws as its prefix but the key does not, then Clean Rooms ML considers it to be a user tag and will count against the limit of 50 tags. Tags with only the key prefix of aws do not count against your tags per resource limit.

Required: No

Type: Array of Tag

Update requires: No interruption

TrainingContainerConfig

Provides configuration information for the training container, including entrypoints and arguments.

Required: No

Type: ContainerConfig

Update requires: Replacement

Return values

Ref

When you pass the logical ID of this resource to the intrinsic Ref function, Ref returns the resource ARN. For example:

{ "Ref": "myConfiguredModelAlgorithm" }

For the Clean Rooms ML configured model algorithm, Ref returns the ARN of the configured model algorithm.

Example: arn:aws:cleanrooms-ml:us-east-1:123456789012:configured-model-algorithm/a1b2c3d4e5f6

For more information about using the Ref function, see Ref.

Fn::GetAtt

The Fn::GetAtt intrinsic function returns a value for a specified attribute of this type. The following are the available attributes and sample return values.

For more information about using the Fn::GetAtt intrinsic function, see Fn::GetAtt.

ConfiguredModelAlgorithmArn

The Amazon Resource Name (ARN) of the configured model algorithm.

Examples

Create a configured model algorithm

The following example creates a configured model algorithm with training and inference container configurations.

JSON

{
  "AWSTemplateFormatVersion": "2010-09-09",
  "Resources": {
    "MyConfiguredModelAlgorithm": {
      "Type": "AWS::CleanRoomsML::ConfiguredModelAlgorithm",
      "Properties": {
        "Name": "MyMLAlgorithm",
        "Description": "A configured model algorithm for collaborative ML",
        "RoleArn": "arn:aws:iam::123456789012:role/CleanRoomsMLServiceRole",
        "TrainingContainerConfig": {
          "ImageUri": "123456789012.dkr.ecr.us-east-1.amazonaws.com/my-training-image:latest",
          "MetricDefinitions": [
            {
              "Name": "loss",
              "Regex": "Loss: ([0-9\\\\.]+)"
            }
          ]
        },
        "InferenceContainerConfig": {
          "ImageUri": "123456789012.dkr.ecr.us-east-1.amazonaws.com/my-inference-image:latest"
        },
        "Tags": [
          {
            "Key": "Environment",
            "Value": "Production"
          }
        ]
      }
    }
  }
}

YAML

AWSTemplateFormatVersion: '2010-09-09'
Resources:
  MyConfiguredModelAlgorithm:
    Type: AWS::CleanRoomsML::ConfiguredModelAlgorithm
    Properties:
      Name: MyMLAlgorithm
      Description: A configured model algorithm for collaborative ML
      RoleArn: arn:aws:iam::123456789012:role/CleanRoomsMLServiceRole
      TrainingContainerConfig:
        ImageUri: 123456789012.dkr.ecr.us-east-1.amazonaws.com/my-training-image:latest
        MetricDefinitions:
          - Name: loss
            Regex: 'Loss: ([0-9\.]+)'
      InferenceContainerConfig:
        ImageUri: 123456789012.dkr.ecr.us-east-1.amazonaws.com/my-inference-image:latest
      Tags:
        - Key: Environment
          Value: Production