Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder

Enclosing class:

HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs

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

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs defaults)

Method Summary

Modifier and Type	Method	Description
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	algorithmName(com.pulumi.core.Output<java.lang.String> algorithmName)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	algorithmName(java.lang.String algorithmName)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs	build()
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	metricDefinitions(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationMetricDefinitionArgs... metricDefinitions)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	metricDefinitions(com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationMetricDefinitionArgs>> metricDefinitions)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	metricDefinitions(java.util.List<HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationMetricDefinitionArgs> metricDefinitions)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	trainingImage(com.pulumi.core.Output<java.lang.String> trainingImage)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	trainingImage(java.lang.String trainingImage)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	trainingInputMode(com.pulumi.core.Output<java.lang.String> trainingInputMode)
HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder	trainingInputMode(java.lang.String trainingInputMode)

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(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs defaults)

Method Detail

algorithmName

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

Parameters:

algorithmName - SageMaker algorithm ARN.

Returns:

builder

algorithmName

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder algorithmName(java.lang.String algorithmName)

Parameters:

algorithmName - SageMaker algorithm ARN.

Returns:

builder

metricDefinitions

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

Parameters:

metricDefinitions - Metric extraction rules.

Returns:

builder

metricDefinitions

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder metricDefinitions(java.util.List<HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationMetricDefinitionArgs> metricDefinitions)

Parameters:

metricDefinitions - Metric extraction rules.

Returns:

builder

metricDefinitions

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder metricDefinitions(HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationMetricDefinitionArgs... metricDefinitions)

Parameters:

metricDefinitions - Metric extraction rules.

Returns:

builder

trainingImage

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

Parameters:

trainingImage - Container image used for training.

Returns:

builder

trainingImage

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

Parameters:

trainingImage - Container image used for training.

Returns:

builder

trainingInputMode

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder trainingInputMode(com.pulumi.core.Output<java.lang.String> trainingInputMode)

Parameters:

trainingInputMode - Training input mode. Provide exactly one of `algorithmName` or `trainingImage`.

Returns:

builder

trainingInputMode

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs.Builder trainingInputMode(java.lang.String trainingInputMode)

Parameters:

trainingInputMode - Training input mode. Provide exactly one of `algorithmName` or `trainingImage`.

Returns:

builder

build

public HyperParameterTuningJobTrainingJobDefinitionAlgorithmSpecificationArgs build()