software.amazon.awscdk.services.personalize

Interface CfnSolution.HpoConfigProperty

All Superinterfaces:

software.amazon.jsii.JsiiSerializable

All Known Implementing Classes:

CfnSolution.HpoConfigProperty.Jsii$Proxy

Enclosing class:

CfnSolution

@Stability(value=Stable)
public static interface CfnSolution.HpoConfigProperty
extends software.amazon.jsii.JsiiSerializable

Describes the properties for hyperparameter optimization (HPO).

Example:

 // The code below shows an example of how to instantiate this type.
 // The values are placeholders you should change.
 import software.amazon.awscdk.services.personalize.*;
 HpoConfigProperty hpoConfigProperty = HpoConfigProperty.builder()
         .algorithmHyperParameterRanges(AlgorithmHyperParameterRangesProperty.builder()
                 .categoricalHyperParameterRanges(List.of(CategoricalHyperParameterRangeProperty.builder()
                         .name("name")
                         .values(List.of("values"))
                         .build()))
                 .continuousHyperParameterRanges(List.of(ContinuousHyperParameterRangeProperty.builder()
                         .maxValue(123)
                         .minValue(123)
                         .name("name")
                         .build()))
                 .integerHyperParameterRanges(List.of(IntegerHyperParameterRangeProperty.builder()
                         .maxValue(123)
                         .minValue(123)
                         .name("name")
                         .build()))
                 .build())
         .hpoObjective(HpoObjectiveProperty.builder()
                 .metricName("metricName")
                 .metricRegex("metricRegex")
                 .type("type")
                 .build())
         .hpoResourceConfig(HpoResourceConfigProperty.builder()
                 .maxNumberOfTrainingJobs("maxNumberOfTrainingJobs")
                 .maxParallelTrainingJobs("maxParallelTrainingJobs")
                 .build())
         .build();
 

Nested Class Summary

Nested Classes

Modifier and Type	Interface and Description
static class	CfnSolution.HpoConfigProperty.Builder A builder for CfnSolution.HpoConfigProperty
static class	CfnSolution.HpoConfigProperty.Jsii$Proxy An implementation for CfnSolution.HpoConfigProperty

Method Summary

Modifier and Type	Method and Description
static CfnSolution.HpoConfigProperty.Builder	builder()
default Object	getAlgorithmHyperParameterRanges() The hyperparameters and their allowable ranges.
default Object	getHpoObjective() The metric to optimize during HPO.
default Object	getHpoResourceConfig() Describes the resource configuration for HPO.

Methods inherited from interface software.amazon.jsii.JsiiSerializable

$jsii$toJson

Method Detail

getAlgorithmHyperParameterRanges

@Stability(value=Stable)
 @Nullable
default Object getAlgorithmHyperParameterRanges()

The hyperparameters and their allowable ranges.

getHpoObjective

@Stability(value=Stable)
 @Nullable
default Object getHpoObjective()

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

getHpoResourceConfig

@Stability(value=Stable)
 @Nullable
default Object getHpoResourceConfig()

Describes the resource configuration for HPO.

builder

@Stability(value=Stable)
static CfnSolution.HpoConfigProperty.Builder builder()

Returns:

a CfnSolution.HpoConfigProperty.Builder of CfnSolution.HpoConfigProperty