AWS::Personalize::Solution HpoConfig
Describes the properties for hyperparameter optimization (HPO).
Syntax
To declare this entity in your AWS CloudFormation template, use the following syntax:
JSON
{ "AlgorithmHyperParameterRanges" :AlgorithmHyperParameterRanges, "HpoObjective" :HpoObjective, "HpoResourceConfig" :HpoResourceConfig}
YAML
AlgorithmHyperParameterRanges:AlgorithmHyperParameterRangesHpoObjective:HpoObjectiveHpoResourceConfig:HpoResourceConfig
Properties
AlgorithmHyperParameterRanges-
The hyperparameters and their allowable ranges.
Required: No
Type: AlgorithmHyperParameterRanges
Update requires: Replacement
HpoObjective-
The metric to optimize during HPO.
Note
Amazon Personalize doesn't support configuring the
hpoObjectiveat this time.Required: No
Type: HpoObjective
Update requires: Replacement
HpoResourceConfig-
Describes the resource configuration for HPO.
Required: No
Type: HpoResourceConfig
Update requires: Replacement
