Class CfnModelCard.TrainingDetailsProperty

The training details of the model.

Inheritance

object

CfnModelCard.TrainingDetailsProperty

Implements

CfnModelCard.ITrainingDetailsProperty

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.Sagemaker

Assembly: Amazon.CDK.Lib.dll

Syntax (csharp)

public class CfnModelCard.TrainingDetailsProperty : CfnModelCard.ITrainingDetailsProperty

Syntax (vb)

Public Class CfnModelCard.TrainingDetailsProperty Implements CfnModelCard.ITrainingDetailsProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.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.Sagemaker;

             var trainingDetailsProperty = new TrainingDetailsProperty {
                 ObjectiveFunction = new ObjectiveFunctionProperty {
                     Function = new FunctionProperty {
                         Condition = "condition",
                         Facet = "facet",
                         Function = "function"
                     },
                     Notes = "notes"
                 },
                 TrainingJobDetails = new TrainingJobDetailsProperty {
                     HyperParameters = new [] { new TrainingHyperParameterProperty {
                         Name = "name",
                         Value = "value"
                     } },
                     TrainingArn = "trainingArn",
                     TrainingDatasets = new [] { "trainingDatasets" },
                     TrainingEnvironment = new TrainingEnvironmentProperty {
                         ContainerImage = new [] { "containerImage" }
                     },
                     TrainingMetrics = new [] { new TrainingMetricProperty {
                         Name = "name",
                         Value = 123,

                         // the properties below are optional
                         Notes = "notes"
                     } },
                     UserProvidedHyperParameters = new [] { new TrainingHyperParameterProperty {
                         Name = "name",
                         Value = "value"
                     } },
                     UserProvidedTrainingMetrics = new [] { new TrainingMetricProperty {
                         Name = "name",
                         Value = 123,

                         // the properties below are optional
                         Notes = "notes"
                     } }
                 },
                 TrainingObservations = "trainingObservations"
             };

Synopsis

Constructors

TrainingDetailsProperty()

The training details of the model.

Properties

ObjectiveFunction	The function that is optimized during model training.
TrainingJobDetails	Details about any associated training jobs.
TrainingObservations	Any observations about training.

Constructors

TrainingDetailsProperty()

The training details of the model.

public TrainingDetailsProperty()

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.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.Sagemaker;

             var trainingDetailsProperty = new TrainingDetailsProperty {
                 ObjectiveFunction = new ObjectiveFunctionProperty {
                     Function = new FunctionProperty {
                         Condition = "condition",
                         Facet = "facet",
                         Function = "function"
                     },
                     Notes = "notes"
                 },
                 TrainingJobDetails = new TrainingJobDetailsProperty {
                     HyperParameters = new [] { new TrainingHyperParameterProperty {
                         Name = "name",
                         Value = "value"
                     } },
                     TrainingArn = "trainingArn",
                     TrainingDatasets = new [] { "trainingDatasets" },
                     TrainingEnvironment = new TrainingEnvironmentProperty {
                         ContainerImage = new [] { "containerImage" }
                     },
                     TrainingMetrics = new [] { new TrainingMetricProperty {
                         Name = "name",
                         Value = 123,

                         // the properties below are optional
                         Notes = "notes"
                     } },
                     UserProvidedHyperParameters = new [] { new TrainingHyperParameterProperty {
                         Name = "name",
                         Value = "value"
                     } },
                     UserProvidedTrainingMetrics = new [] { new TrainingMetricProperty {
                         Name = "name",
                         Value = 123,

                         // the properties below are optional
                         Notes = "notes"
                     } }
                 },
                 TrainingObservations = "trainingObservations"
             };

Properties

ObjectiveFunction

The function that is optimized during model training.

public object? ObjectiveFunction { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-objectivefunction

TrainingJobDetails

Details about any associated training jobs.

public object? TrainingJobDetails { get; set; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-modelcard-trainingdetails.html#cfn-sagemaker-modelcard-trainingdetails-trainingjobdetails

TrainingObservations

Any observations about training.

public string? TrainingObservations { get; set; }