Personalize.Client.describe_algorithm(**kwargs)¶Describes the given algorithm.
See also: AWS API Documentation
Request Syntax
response = client.describe_algorithm(
algorithmArn='string'
)
[REQUIRED]
The Amazon Resource Name (ARN) of the algorithm to describe.
{
'algorithm': {
'name': 'string',
'algorithmArn': 'string',
'algorithmImage': {
'name': 'string',
'dockerURI': 'string'
},
'defaultHyperParameters': {
'string': 'string'
},
'defaultHyperParameterRanges': {
'integerHyperParameterRanges': [
{
'name': 'string',
'minValue': 123,
'maxValue': 123,
'isTunable': True|False
},
],
'continuousHyperParameterRanges': [
{
'name': 'string',
'minValue': 123.0,
'maxValue': 123.0,
'isTunable': True|False
},
],
'categoricalHyperParameterRanges': [
{
'name': 'string',
'values': [
'string',
],
'isTunable': True|False
},
]
},
'defaultResourceConfig': {
'string': 'string'
},
'trainingInputMode': 'string',
'roleArn': 'string',
'creationDateTime': datetime(2015, 1, 1),
'lastUpdatedDateTime': datetime(2015, 1, 1)
}
}
Response Structure
A listing of the properties of the algorithm.
The name of the algorithm.
The Amazon Resource Name (ARN) of the algorithm.
The URI of the Docker container for the algorithm image.
The name of the algorithm image.
The URI of the Docker container for the algorithm image.
Specifies the default hyperparameters.
Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
The integer-valued hyperparameters and their default ranges.
Provides the name and default range of a integer-valued hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
The name of the hyperparameter.
The minimum allowable value for the hyperparameter.
The maximum allowable value for the hyperparameter.
Indicates whether the hyperparameter is tunable.
The continuous hyperparameters and their default ranges.
Provides the name and default range of a continuous hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
The name of the hyperparameter.
The minimum allowable value for the hyperparameter.
The maximum allowable value for the hyperparameter.
Whether the hyperparameter is tunable.
The categorical hyperparameters and their default ranges.
Provides the name and default range of a categorical hyperparameter and whether the hyperparameter is tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
The name of the hyperparameter.
A list of the categories for the hyperparameter.
Whether the hyperparameter is tunable.
Specifies the default maximum number of training jobs and parallel training jobs.
The training input mode.
The Amazon Resource Name (ARN) of the role.
The date and time (in Unix time) that the algorithm was created.
The date and time (in Unix time) that the algorithm was last updated.
Exceptions
Personalize.Client.exceptions.InvalidInputExceptionPersonalize.Client.exceptions.ResourceNotFoundException