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: 
    AlgorithmHyperParameterRanges
  HpoObjective: 
    HpoObjective
  HpoResourceConfig: 
    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 hpoObjective at this time.

Required: No

Type: HpoObjective

Update requires: Replacement

HpoResourceConfig

Describes the resource configuration for HPO.

Required: No

Type: HpoResourceConfig

Update requires: Replacement