Package com.pulumi.aws.sagemaker

Class HyperParameterTuningJobArgs.Builder

java.lang.Object

com.pulumi.aws.sagemaker.HyperParameterTuningJobArgs.Builder

Enclosing class:

HyperParameterTuningJobArgs

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

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobArgs defaults)

Method Summary

Modifier and Type	Method	Description
HyperParameterTuningJobArgs.Builder	autotune(HyperParameterTuningJobAutotuneArgs autotune)
HyperParameterTuningJobArgs.Builder	autotune(com.pulumi.core.Output<HyperParameterTuningJobAutotuneArgs> autotune)
HyperParameterTuningJobArgs	build()
HyperParameterTuningJobArgs.Builder	config(HyperParameterTuningJobConfigArgs config)
HyperParameterTuningJobArgs.Builder	config(com.pulumi.core.Output<HyperParameterTuningJobConfigArgs> config)
HyperParameterTuningJobArgs.Builder	name(com.pulumi.core.Output<java.lang.String> name)
HyperParameterTuningJobArgs.Builder	name(java.lang.String name)
HyperParameterTuningJobArgs.Builder	region(com.pulumi.core.Output<java.lang.String> region)
HyperParameterTuningJobArgs.Builder	region(java.lang.String region)
HyperParameterTuningJobArgs.Builder	tags(com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> tags)
HyperParameterTuningJobArgs.Builder	tags(java.util.Map<java.lang.String,java.lang.String> tags)
HyperParameterTuningJobArgs.Builder	timeouts(HyperParameterTuningJobTimeoutsArgs timeouts)
HyperParameterTuningJobArgs.Builder	timeouts(com.pulumi.core.Output<HyperParameterTuningJobTimeoutsArgs> timeouts)
HyperParameterTuningJobArgs.Builder	trainingJobDefinition(HyperParameterTuningJobTrainingJobDefinitionArgs trainingJobDefinition)
HyperParameterTuningJobArgs.Builder	trainingJobDefinition(com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionArgs> trainingJobDefinition)
HyperParameterTuningJobArgs.Builder	trainingJobDefinitions(HyperParameterTuningJobTrainingJobDefinitionArgs... trainingJobDefinitions)
HyperParameterTuningJobArgs.Builder	trainingJobDefinitions(com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionArgs>> trainingJobDefinitions)
HyperParameterTuningJobArgs.Builder	trainingJobDefinitions(java.util.List<HyperParameterTuningJobTrainingJobDefinitionArgs> trainingJobDefinitions)
HyperParameterTuningJobArgs.Builder	warmStartConfig(HyperParameterTuningJobWarmStartConfigArgs warmStartConfig)
HyperParameterTuningJobArgs.Builder	warmStartConfig(com.pulumi.core.Output<HyperParameterTuningJobWarmStartConfigArgs> warmStartConfig)

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(HyperParameterTuningJobArgs defaults)

Method Detail

autotune

public HyperParameterTuningJobArgs.Builder autotune(@Nullable
                                                    com.pulumi.core.Output<HyperParameterTuningJobAutotuneArgs> autotune)

Parameters:

autotune - Autotune settings. See `autotune`.

Returns:

builder

autotune

public HyperParameterTuningJobArgs.Builder autotune(HyperParameterTuningJobAutotuneArgs autotune)

Parameters:

autotune - Autotune settings. See `autotune`.

Returns:

builder

config

public HyperParameterTuningJobArgs.Builder config(com.pulumi.core.Output<HyperParameterTuningJobConfigArgs> config)

Parameters:

config - Tuning job settings. See `config`.

Returns:

builder

config

public HyperParameterTuningJobArgs.Builder config(HyperParameterTuningJobConfigArgs config)

Parameters:

config - Tuning job settings. See `config`.

Returns:

builder

name

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

Parameters:

name - Name of the tuning job. The following arguments are optional:

Returns:

builder

name

public HyperParameterTuningJobArgs.Builder name(java.lang.String name)

Parameters:

name - Name of the tuning job. The following arguments are optional:

Returns:

builder

region

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

Parameters:

region - Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

Returns:

builder

region

public HyperParameterTuningJobArgs.Builder region(java.lang.String region)

Parameters:

region - Region where this resource will be [managed](https://docs.aws.amazon.com/general/latest/gr/rande.html#regional-endpoints). Defaults to the Region set in the provider configuration.

Returns:

builder

tags

public HyperParameterTuningJobArgs.Builder tags(@Nullable
                                                com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>> tags)

Parameters:

tags - Map of tags to assign to this resource.

Returns:

builder

tags

public HyperParameterTuningJobArgs.Builder tags(java.util.Map<java.lang.String,java.lang.String> tags)

Parameters:

tags - Map of tags to assign to this resource.

Returns:

builder

timeouts

public HyperParameterTuningJobArgs.Builder timeouts(@Nullable
                                                    com.pulumi.core.Output<HyperParameterTuningJobTimeoutsArgs> timeouts)

timeouts

public HyperParameterTuningJobArgs.Builder timeouts(HyperParameterTuningJobTimeoutsArgs timeouts)

trainingJobDefinition

public HyperParameterTuningJobArgs.Builder trainingJobDefinition(@Nullable
                                                                 com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionArgs> trainingJobDefinition)

Parameters:

trainingJobDefinition - Single training job definition for tuning. See `trainingJobDefinition`.

Returns:

builder

trainingJobDefinition

public HyperParameterTuningJobArgs.Builder trainingJobDefinition(HyperParameterTuningJobTrainingJobDefinitionArgs trainingJobDefinition)

Parameters:

trainingJobDefinition - Single training job definition for tuning. See `trainingJobDefinition`.

Returns:

builder

trainingJobDefinitions

public HyperParameterTuningJobArgs.Builder trainingJobDefinitions(@Nullable
                                                                  com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionArgs>> trainingJobDefinitions)

Parameters:

trainingJobDefinitions - Multiple training job definitions for tuning. See `trainingJobDefinition`.

Returns:

builder

trainingJobDefinitions

public HyperParameterTuningJobArgs.Builder trainingJobDefinitions(java.util.List<HyperParameterTuningJobTrainingJobDefinitionArgs> trainingJobDefinitions)

Parameters:

trainingJobDefinitions - Multiple training job definitions for tuning. See `trainingJobDefinition`.

Returns:

builder

trainingJobDefinitions

public HyperParameterTuningJobArgs.Builder trainingJobDefinitions(HyperParameterTuningJobTrainingJobDefinitionArgs... trainingJobDefinitions)

Parameters:

trainingJobDefinitions - Multiple training job definitions for tuning. See `trainingJobDefinition`.

Returns:

builder

warmStartConfig

public HyperParameterTuningJobArgs.Builder warmStartConfig(@Nullable
                                                           com.pulumi.core.Output<HyperParameterTuningJobWarmStartConfigArgs> warmStartConfig)

Parameters:

warmStartConfig - Warm start settings. See `warmStartConfig`.

Returns:

builder

warmStartConfig

public HyperParameterTuningJobArgs.Builder warmStartConfig(HyperParameterTuningJobWarmStartConfigArgs warmStartConfig)

Parameters:

warmStartConfig - Warm start settings. See `warmStartConfig`.

Returns:

builder

build

public HyperParameterTuningJobArgs build()