Algorithm
Describes a custom algorithm.
Contents
- algorithmArn
-
The Amazon Resource Name (ARN) of the algorithm.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
arn:([a-z\d-]+):personalize:.*:.*:.+Required: No
- algorithmImage
-
The URI of the Docker container for the algorithm image.
Type: AlgorithmImage object
Required: No
- creationDateTime
-
The date and time (in Unix time) that the algorithm was created.
Type: Timestamp
Required: No
- defaultHyperParameterRanges
-
Specifies the default hyperparameters, their ranges, and whether they are tunable. A tunable hyperparameter can have its value determined during hyperparameter optimization (HPO).
Type: DefaultHyperParameterRanges object
Required: No
- defaultHyperParameters
-
Specifies the default hyperparameters.
Type: String to string map
Map Entries: Maximum number of 100 items.
Key Length Constraints: Maximum length of 256.
Value Length Constraints: Maximum length of 1000.
Required: No
- defaultResourceConfig
-
Specifies the default maximum number of training jobs and parallel training jobs.
Type: String to string map
Map Entries: Maximum number of 100 items.
Key Length Constraints: Maximum length of 256.
Value Length Constraints: Maximum length of 1000.
Required: No
- lastUpdatedDateTime
-
The date and time (in Unix time) that the algorithm was last updated.
Type: Timestamp
Required: No
- name
-
The name of the algorithm.
Type: String
Length Constraints: Minimum length of 1. Maximum length of 63.
Pattern:
^[a-zA-Z0-9][a-zA-Z0-9\-_]*Required: No
- roleArn
-
The Amazon Resource Name (ARN) of the role.
Type: String
Length Constraints: Maximum length of 256.
Pattern:
arn:([a-z\d-]+):personalize:.*:.*:.+Required: No
- trainingInputMode
-
The training input mode.
Type: String
Length Constraints: Maximum length of 256.
Required: No
See Also
For more information about using this API in one of the language-specific Amazon SDKs, see the following: