Package com.pulumi.aws.sagemaker.inputs

Class AlgorithmTrainingSpecificationArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.inputs.AlgorithmTrainingSpecificationArgs

public final class AlgorithmTrainingSpecificationArgs
extends com.pulumi.resources.ResourceArgs

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	AlgorithmTrainingSpecificationArgs.Builder

Nested classes/interfaces inherited from class com.pulumi.resources.InputArgs

com.pulumi.resources.InputArgs.InputArgsInternal

Field Summary

Fields

Modifier and Type	Field	Description
static AlgorithmTrainingSpecificationArgs	Empty

Method Summary

Modifier and Type	Method	Description
java.util.Optional<com.pulumi.core.Output<AlgorithmTrainingSpecificationAdditionalS3DataSourceArgs>>	additionalS3DataSource()
static AlgorithmTrainingSpecificationArgs.Builder	builder()
static AlgorithmTrainingSpecificationArgs.Builder	builder(AlgorithmTrainingSpecificationArgs defaults)
java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationMetricDefinitionArgs>>>	metricDefinitions()
java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameterArgs>>>	supportedHyperParameters()
com.pulumi.core.Output<java.util.List<java.lang.String>>	supportedTrainingInstanceTypes()
java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetricArgs>>>	supportedTuningJobObjectiveMetrics()
java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>>	supportsDistributedTraining()
com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationTrainingChannelArgs>>	trainingChannels()
com.pulumi.core.Output<java.lang.String>	trainingImage()
java.util.Optional<com.pulumi.core.Output<java.lang.String>>	trainingImageDigest()

Methods inherited from class com.pulumi.resources.ResourceArgs

validateMember

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

Empty

public static final AlgorithmTrainingSpecificationArgs Empty

Method Detail

additionalS3DataSource

public java.util.Optional<com.pulumi.core.Output<AlgorithmTrainingSpecificationAdditionalS3DataSourceArgs>> additionalS3DataSource()

Returns:

Additional training data to make available to the algorithm. See Additional S3 Data Source.

metricDefinitions

public java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationMetricDefinitionArgs>>> metricDefinitions()

Returns:

List of metric definitions used to parse training logs. See Metric Definitions.

supportedHyperParameters

public java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameterArgs>>> supportedHyperParameters()

Returns:

Hyperparameter definitions supported by the algorithm. See Supported Hyper Parameters.

supportedTrainingInstanceTypes

public com.pulumi.core.Output<java.util.List<java.lang.String>> supportedTrainingInstanceTypes()

Returns:

Instance types supported for training.

supportedTuningJobObjectiveMetrics

public java.util.Optional<com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetricArgs>>> supportedTuningJobObjectiveMetrics()

Returns:

Objective metrics supported for hyperparameter tuning jobs. See Supported Tuning Job Objective Metrics.

supportsDistributedTraining

public java.util.Optional<com.pulumi.core.Output<java.lang.Boolean>> supportsDistributedTraining()

Returns:

Whether the algorithm supports distributed training.

trainingChannels

public com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationTrainingChannelArgs>> trainingChannels()

Returns:

List of channel definitions supported for training. See Training Channels.

trainingImage

public com.pulumi.core.Output<java.lang.String> trainingImage()

Returns:

Training image URI.

trainingImageDigest

public java.util.Optional<com.pulumi.core.Output<java.lang.String>> trainingImageDigest()

Returns:

Digest of the training image.

builder

public static AlgorithmTrainingSpecificationArgs.Builder builder()

builder

public static AlgorithmTrainingSpecificationArgs.Builder builder(AlgorithmTrainingSpecificationArgs defaults)