Class CfnModelCard.TrainingDetailsProperty

The training details of the model.

Inheritance
System.Object
CfnModelCard.TrainingDetailsProperty
Namespace: Amazon.CDK.AWS.Sagemaker
Assembly: Amazon.CDK.Lib.dll
Syntax (csharp)
public class TrainingDetailsProperty : Object, CfnModelCard.ITrainingDetailsProperty
Syntax (vb)
Public Class TrainingDetailsProperty
    Inherits Object
    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()

Properties

ObjectiveFunction

The function that is optimized during model training.
TrainingJobDetails

Details about any associated training jobs.
TrainingObservations

Any observations about training.

Constructors

TrainingDetailsProperty()

public TrainingDetailsProperty()

Properties

ObjectiveFunction

The function that is optimized during model training.

public object ObjectiveFunction { get; set; }
Property Value

System.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

System.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; }
Property Value

System.String

Remarks

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

Implements