Class CfnSolution.HpoConfigProperty

Describes the properties for hyperparameter optimization (HPO).

Inheritance

object

CfnSolution.HpoConfigProperty

Implements

CfnSolution.IHpoConfigProperty

Inherited Members

object.GetType()

object.MemberwiseClone()

object.ToString()

object.Equals(object)

object.Equals(object, object)

object.ReferenceEquals(object, object)

object.GetHashCode()

Namespace: Amazon.CDK.AWS.Personalize

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public class CfnSolution.HpoConfigProperty : CfnSolution.IHpoConfigProperty

Syntax (vb)

Public Class CfnSolution.HpoConfigProperty Implements CfnSolution.IHpoConfigProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
             // The values are placeholders you should change.
             using Amazon.CDK.AWS.Personalize;

             var hpoConfigProperty = new HpoConfigProperty {
                 AlgorithmHyperParameterRanges = new AlgorithmHyperParameterRangesProperty {
                     CategoricalHyperParameterRanges = new [] { new CategoricalHyperParameterRangeProperty {
                         Name = "name",
                         Values = new [] { "values" }
                     } },
                     ContinuousHyperParameterRanges = new [] { new ContinuousHyperParameterRangeProperty {
                         MaxValue = 123,
                         MinValue = 123,
                         Name = "name"
                     } },
                     IntegerHyperParameterRanges = new [] { new IntegerHyperParameterRangeProperty {
                         MaxValue = 123,
                         MinValue = 123,
                         Name = "name"
                     } }
                 },
                 HpoObjective = new HpoObjectiveProperty {
                     MetricName = "metricName",
                     MetricRegex = "metricRegex",
                     Type = "type"
                 },
                 HpoResourceConfig = new HpoResourceConfigProperty {
                     MaxNumberOfTrainingJobs = "maxNumberOfTrainingJobs",
                     MaxParallelTrainingJobs = "maxParallelTrainingJobs"
                 }
             };

Synopsis

Constructors

HpoConfigProperty()

Describes the properties for hyperparameter optimization (HPO).

Properties

AlgorithmHyperParameterRanges	The hyperparameters and their allowable ranges.
HpoObjective	The metric to optimize during HPO.
HpoResourceConfig	Describes the resource configuration for HPO.

Constructors

HpoConfigProperty()

Describes the properties for hyperparameter optimization (HPO).

public HpoConfigProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html

ExampleMetadata: fixture=_generated

Examples

// The code below shows an example of how to instantiate this type.
             // The values are placeholders you should change.
             using Amazon.CDK.AWS.Personalize;

             var hpoConfigProperty = new HpoConfigProperty {
                 AlgorithmHyperParameterRanges = new AlgorithmHyperParameterRangesProperty {
                     CategoricalHyperParameterRanges = new [] { new CategoricalHyperParameterRangeProperty {
                         Name = "name",
                         Values = new [] { "values" }
                     } },
                     ContinuousHyperParameterRanges = new [] { new ContinuousHyperParameterRangeProperty {
                         MaxValue = 123,
                         MinValue = 123,
                         Name = "name"
                     } },
                     IntegerHyperParameterRanges = new [] { new IntegerHyperParameterRangeProperty {
                         MaxValue = 123,
                         MinValue = 123,
                         Name = "name"
                     } }
                 },
                 HpoObjective = new HpoObjectiveProperty {
                     MetricName = "metricName",
                     MetricRegex = "metricRegex",
                     Type = "type"
                 },
                 HpoResourceConfig = new HpoResourceConfigProperty {
                     MaxNumberOfTrainingJobs = "maxNumberOfTrainingJobs",
                     MaxParallelTrainingJobs = "maxParallelTrainingJobs"
                 }
             };

Properties

AlgorithmHyperParameterRanges

The hyperparameters and their allowable ranges.

public object? AlgorithmHyperParameterRanges { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-algorithmhyperparameterranges

Type union: either IResolvable or CfnSolution.IAlgorithmHyperParameterRangesProperty

HpoObjective

The metric to optimize during HPO.

public object? HpoObjective { get; set; }

Property Value

object

Remarks

Amazon Personalize doesn't support configuring the <code>hpoObjective</code> at this time.

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-personalize-solution-hpoconfig.html#cfn-personalize-solution-hpoconfig-hpoobjective

Type union: either IResolvable or CfnSolution.IHpoObjectiveProperty

HpoResourceConfig

Describes the resource configuration for HPO.

public object? HpoResourceConfig { get; set; }