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aws_personalize_algorithm

account_id

Type: STRING

algorithm_arn

Type: STRING
Provider name: algorithmArn
Description: The Amazon Resource Name (ARN) of the algorithm.

algorithm_image

Type: STRUCT
Provider name: algorithmImage
Description: The URI of the Docker container for the algorithm image.

  • docker_uri
    Type: STRING
    Provider name: dockerURI
    Description: The URI of the Docker container for the algorithm image.
  • name
    Type: STRING
    Provider name: name
    Description: The name of the algorithm image.

creation_date_time

Type: TIMESTAMP
Provider name: creationDateTime
Description: The date and time (in Unix time) that the algorithm was created.

default_hyper_parameter_ranges

Type: STRUCT
Provider name: defaultHyperParameterRanges
Description: Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).

  • categorical_hyper_parameter_ranges
    Type: UNORDERED_LIST_STRUCT
    Provider name: categoricalHyperParameterRanges
    Description: The categorical hyperparameters and their default ranges.
    • is_tunable
      Type: BOOLEAN
      Provider name: isTunable
      Description: Whether the hyperparameter is tunable.
    • name
      Type: STRING
      Provider name: name
      Description: The name of the hyperparameter.
    • values
      Type: UNORDERED_LIST_STRING
      Provider name: values
      Description: A list of the categories for the hyperparameter.
  • continuous_hyper_parameter_ranges
    Type: UNORDERED_LIST_STRUCT
    Provider name: continuousHyperParameterRanges
    Description: The continuous hyperparameters and their default ranges.
    • is_tunable
      Type: BOOLEAN
      Provider name: isTunable
      Description: Whether the hyperparameter is tunable.
    • max_value
      Type: DOUBLE
      Provider name: maxValue
      Description: The maximum allowable value for the hyperparameter.
    • min_value
      Type: DOUBLE
      Provider name: minValue
      Description: The minimum allowable value for the hyperparameter.
    • name
      Type: STRING
      Provider name: name
      Description: The name of the hyperparameter.
  • integer_hyper_parameter_ranges
    Type: UNORDERED_LIST_STRUCT
    Provider name: integerHyperParameterRanges
    Description: The integer-valued hyperparameters and their default ranges.
    • is_tunable
      Type: BOOLEAN
      Provider name: isTunable
      Description: Indicates whether the hyperparameter is tunable.
    • max_value
      Type: INT32
      Provider name: maxValue
      Description: The maximum allowable value for the hyperparameter.
    • min_value
      Type: INT32
      Provider name: minValue
      Description: The minimum allowable value for the hyperparameter.
    • name
      Type: STRING
      Provider name: name
      Description: The name of the hyperparameter.

default_hyper_parameters

Type: MAP_STRING_STRING
Provider name: defaultHyperParameters
Description: Specifies the default hyperparameters.

default_resource_config

Type: MAP_STRING_STRING
Provider name: defaultResourceConfig
Description: Specifies the default maximum number of training jobs and parallel training jobs.

last_updated_date_time

Type: TIMESTAMP
Provider name: lastUpdatedDateTime
Description: The date and time (in Unix time) that the algorithm was last updated.

name

Type: STRING
Provider name: name
Description: The name of the algorithm.

role_arn

Type: STRING
Provider name: roleArn
Description: The Amazon Resource Name (ARN) of the role.

tags

Type: UNORDERED_LIST_STRING

training_input_mode

Type: STRING
Provider name: trainingInputMode
Description: The training input mode.