Package com.pulumi.aws.sagemaker.inputs

Class AlgorithmTrainingSpecificationArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.AlgorithmTrainingSpecificationArgs.Builder

Enclosing class:

AlgorithmTrainingSpecificationArgs

public static final class AlgorithmTrainingSpecificationArgs.Builder
extends java.lang.Object

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(AlgorithmTrainingSpecificationArgs defaults)

Method Summary

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

Methods inherited from class java.lang.Object

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

Constructor Detail

Builder

public Builder()

Builder

public Builder(AlgorithmTrainingSpecificationArgs defaults)

Method Detail

additionalS3DataSource

public AlgorithmTrainingSpecificationArgs.Builder additionalS3DataSource(@Nullable
                                                                         com.pulumi.core.Output<AlgorithmTrainingSpecificationAdditionalS3DataSourceArgs> additionalS3DataSource)

Parameters:

additionalS3DataSource - Additional training data to make available to the algorithm. See Additional S3 Data Source.

Returns:

builder

additionalS3DataSource

public AlgorithmTrainingSpecificationArgs.Builder additionalS3DataSource(AlgorithmTrainingSpecificationAdditionalS3DataSourceArgs additionalS3DataSource)

Parameters:

additionalS3DataSource - Additional training data to make available to the algorithm. See Additional S3 Data Source.

Returns:

builder

metricDefinitions

public AlgorithmTrainingSpecificationArgs.Builder metricDefinitions(@Nullable
                                                                    com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationMetricDefinitionArgs>> metricDefinitions)

Parameters:

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

Returns:

builder

metricDefinitions

public AlgorithmTrainingSpecificationArgs.Builder metricDefinitions(java.util.List<AlgorithmTrainingSpecificationMetricDefinitionArgs> metricDefinitions)

Parameters:

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

Returns:

builder

metricDefinitions

public AlgorithmTrainingSpecificationArgs.Builder metricDefinitions(AlgorithmTrainingSpecificationMetricDefinitionArgs... metricDefinitions)

Parameters:

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

Returns:

builder

supportedHyperParameters

public AlgorithmTrainingSpecificationArgs.Builder supportedHyperParameters(@Nullable
                                                                           com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameterArgs>> supportedHyperParameters)

Parameters:

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

Returns:

builder

supportedHyperParameters

public AlgorithmTrainingSpecificationArgs.Builder supportedHyperParameters(java.util.List<AlgorithmTrainingSpecificationSupportedHyperParameterArgs> supportedHyperParameters)

Parameters:

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

Returns:

builder

supportedHyperParameters

public AlgorithmTrainingSpecificationArgs.Builder supportedHyperParameters(AlgorithmTrainingSpecificationSupportedHyperParameterArgs... supportedHyperParameters)

Parameters:

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

Returns:

builder

supportedTrainingInstanceTypes

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

Parameters:

supportedTrainingInstanceTypes - Instance types supported for training.

Returns:

builder

supportedTrainingInstanceTypes

public AlgorithmTrainingSpecificationArgs.Builder supportedTrainingInstanceTypes(java.util.List<java.lang.String> supportedTrainingInstanceTypes)

Parameters:

supportedTrainingInstanceTypes - Instance types supported for training.

Returns:

builder

supportedTrainingInstanceTypes

public AlgorithmTrainingSpecificationArgs.Builder supportedTrainingInstanceTypes(java.lang.String... supportedTrainingInstanceTypes)

Parameters:

supportedTrainingInstanceTypes - Instance types supported for training.

Returns:

builder

supportedTuningJobObjectiveMetrics

public AlgorithmTrainingSpecificationArgs.Builder supportedTuningJobObjectiveMetrics(@Nullable
                                                                                     com.pulumi.core.Output<java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetricArgs>> supportedTuningJobObjectiveMetrics)

Parameters:

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

Returns:

builder

supportedTuningJobObjectiveMetrics

public AlgorithmTrainingSpecificationArgs.Builder supportedTuningJobObjectiveMetrics(java.util.List<AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetricArgs> supportedTuningJobObjectiveMetrics)

Parameters:

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

Returns:

builder

supportedTuningJobObjectiveMetrics

public AlgorithmTrainingSpecificationArgs.Builder supportedTuningJobObjectiveMetrics(AlgorithmTrainingSpecificationSupportedTuningJobObjectiveMetricArgs... supportedTuningJobObjectiveMetrics)

Parameters:

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

Returns:

builder

supportsDistributedTraining

public AlgorithmTrainingSpecificationArgs.Builder supportsDistributedTraining(@Nullable
                                                                              com.pulumi.core.Output<java.lang.Boolean> supportsDistributedTraining)

Parameters:

supportsDistributedTraining - Whether the algorithm supports distributed training.

Returns:

builder

supportsDistributedTraining

public AlgorithmTrainingSpecificationArgs.Builder supportsDistributedTraining(java.lang.Boolean supportsDistributedTraining)

Parameters:

supportsDistributedTraining - Whether the algorithm supports distributed training.

Returns:

builder

trainingChannels

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

Parameters:

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

Returns:

builder

trainingChannels

public AlgorithmTrainingSpecificationArgs.Builder trainingChannels(java.util.List<AlgorithmTrainingSpecificationTrainingChannelArgs> trainingChannels)

Parameters:

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

Returns:

builder

trainingChannels

public AlgorithmTrainingSpecificationArgs.Builder trainingChannels(AlgorithmTrainingSpecificationTrainingChannelArgs... trainingChannels)

Parameters:

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

Returns:

builder

trainingImage

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

Parameters:

trainingImage - Training image URI.

Returns:

builder

trainingImage

public AlgorithmTrainingSpecificationArgs.Builder trainingImage(java.lang.String trainingImage)

Parameters:

trainingImage - Training image URI.

Returns:

builder

trainingImageDigest

public AlgorithmTrainingSpecificationArgs.Builder trainingImageDigest(@Nullable
                                                                      com.pulumi.core.Output<java.lang.String> trainingImageDigest)

Parameters:

trainingImageDigest - Digest of the training image.

Returns:

builder

trainingImageDigest

public AlgorithmTrainingSpecificationArgs.Builder trainingImageDigest(java.lang.String trainingImageDigest)

Parameters:

trainingImageDigest - Digest of the training image.

Returns:

builder

build

public AlgorithmTrainingSpecificationArgs build()