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Create Configured Model Algorithm

cleanroomsml_create_configured_model_algorithm R Documentation

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

Description

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

Usage

cleanroomsml_create_configured_model_algorithm(name, description,
  roleArn, trainingContainerConfig, inferenceContainerConfig, tags,
  kmsKeyArn)

Arguments

name

[required] The name of the configured model algorithm.

description

The description of the configured model algorithm.

roleArn

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

trainingContainerConfig

Configuration information for the training container, including entrypoints and arguments.

inferenceContainerConfig

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

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 for AWS use. 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.

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.

Value

A list with the following syntax: 

list(
  configuredModelAlgorithmArn = "string"
)

Request syntax

svc$create_configured_model_algorithm(
  name = "string",
  description = "string",
  roleArn = "string",
  trainingContainerConfig = list(
    imageUri = "string",
    entrypoint = list(
      "string"
    ),
    arguments = list(
      "string"
    ),
    metricDefinitions = list(
      list(
        name = "string",
        regex = "string"
      )
    )
  ),
  inferenceContainerConfig = list(
    imageUri = "string"
  ),
  tags = list(
    "string"
  ),
  kmsKeyArn = "string"
)