Interface CfnAlgorithmPropsMixin.ITrainingSpecificationProperty

Namespace: Amazon.CDK.CfnPropertyMixins.AWS.SageMaker

Assembly: Amazon.CDK.CfnPropertyMixins.dll

Syntax (csharp)

public interface CfnAlgorithmPropsMixin.ITrainingSpecificationProperty

Syntax (vb)

Public Interface CfnAlgorithmPropsMixin.ITrainingSpecificationProperty

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.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.CfnPropertyMixins.AWS.SageMaker;

             var trainingSpecificationProperty = new TrainingSpecificationProperty {
                 MetricDefinitions = new [] { new MetricDefinitionProperty {
                     Name = "name",
                     Regex = "regex"
                 } },
                 SupportedHyperParameters = new [] { new HyperParameterSpecificationProperty {
                     DefaultValue = "defaultValue",
                     Description = "description",
                     IsRequired = false,
                     IsTunable = false,
                     Name = "name",
                     Range = new ParameterRangeProperty {
                         CategoricalParameterRangeSpecification = new CategoricalParameterRangeSpecificationProperty {
                             Values = new [] { "values" }
                         },
                         ContinuousParameterRangeSpecification = new ContinuousParameterRangeSpecificationProperty {
                             MaxValue = "maxValue",
                             MinValue = "minValue"
                         },
                         IntegerParameterRangeSpecification = new IntegerParameterRangeSpecificationProperty {
                             MaxValue = "maxValue",
                             MinValue = "minValue"
                         }
                     },
                     Type = "type"
                 } },
                 SupportedTrainingInstanceTypes = new [] { "supportedTrainingInstanceTypes" },
                 SupportedTuningJobObjectiveMetrics = new [] { new HyperParameterTuningJobObjectiveProperty {
                     MetricName = "metricName",
                     Type = "type"
                 } },
                 SupportsDistributedTraining = false,
                 TrainingChannels = new [] { new ChannelSpecificationProperty {
                     Description = "description",
                     IsRequired = false,
                     Name = "name",
                     SupportedCompressionTypes = new [] { "supportedCompressionTypes" },
                     SupportedContentTypes = new [] { "supportedContentTypes" },
                     SupportedInputModes = new [] { "supportedInputModes" }
                 } },
                 TrainingImage = "trainingImage",
                 TrainingImageDigest = "trainingImageDigest"
             };

Synopsis

Properties

MetricDefinitions
SupportedHyperParameters
SupportedTrainingInstanceTypes
SupportedTuningJobObjectiveMetrics
SupportsDistributedTraining
TrainingChannels
TrainingImage
TrainingImageDigest

Properties

MetricDefinitions

object? MetricDefinitions { get; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-metricdefinitions

Type union: either IResolvable or (either IResolvable or CfnAlgorithmPropsMixin.IMetricDefinitionProperty)[]

SupportedHyperParameters

object? SupportedHyperParameters { get; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-supportedhyperparameters

Type union: either IResolvable or (either IResolvable or CfnAlgorithmPropsMixin.IHyperParameterSpecificationProperty)[]

SupportedTrainingInstanceTypes

string[]? SupportedTrainingInstanceTypes { get; }

Property Value

string[]

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-supportedtraininginstancetypes

SupportedTuningJobObjectiveMetrics

object? SupportedTuningJobObjectiveMetrics { get; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-supportedtuningjobobjectivemetrics

Type union: either IResolvable or (either IResolvable or CfnAlgorithmPropsMixin.IHyperParameterTuningJobObjectiveProperty)[]

SupportsDistributedTraining

object? SupportsDistributedTraining { get; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-supportsdistributedtraining

Type union: either bool or IResolvable

TrainingChannels

object? TrainingChannels { get; }

Property Value

object

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-trainingchannels

Type union: either IResolvable or (either IResolvable or CfnAlgorithmPropsMixin.IChannelSpecificationProperty)[]

TrainingImage

string? TrainingImage { get; }

Property Value

string

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-trainingimage

TrainingImageDigest

string? TrainingImageDigest { get; }

Property Value

string

Remarks

See: http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/aws-properties-sagemaker-algorithm-trainingspecification.html#cfn-sagemaker-algorithm-trainingspecification-trainingimagedigest