Package com.pulumi.aws.sagemaker.inputs

Class HyperParameterTuningJobState.Builder

java.lang.Object

com.pulumi.aws.sagemaker.inputs.HyperParameterTuningJobState.Builder

Enclosing class:

HyperParameterTuningJobState

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

Constructor Summary

Constructors

Constructor	Description
Builder()
Builder(HyperParameterTuningJobState defaults)

Method Summary

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

Method Detail

arn

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

Parameters:

arn - ARN of the Hyper Parameter Tuning Job.

Returns:

builder

arn

public HyperParameterTuningJobState.Builder arn(java.lang.String arn)

Parameters:

arn - ARN of the Hyper Parameter Tuning Job.

Returns:

builder

autotune

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

Parameters:

autotune - Autotune settings. See `autotune`.

Returns:

builder

autotune

public HyperParameterTuningJobState.Builder autotune(HyperParameterTuningJobAutotuneArgs autotune)

Parameters:

autotune - Autotune settings. See `autotune`.

Returns:

builder

config

public HyperParameterTuningJobState.Builder config(@Nullable
                                                   com.pulumi.core.Output<HyperParameterTuningJobConfigArgs> config)

Parameters:

config - Tuning job settings. See `config`.

Returns:

builder

config

public HyperParameterTuningJobState.Builder config(HyperParameterTuningJobConfigArgs config)

Parameters:

config - Tuning job settings. See `config`.

Returns:

builder

failureReason

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

Parameters:

failureReason - Reason returned by SageMaker AI when a job fails.

Returns:

builder

failureReason

public HyperParameterTuningJobState.Builder failureReason(java.lang.String failureReason)

Parameters:

failureReason - Reason returned by SageMaker AI when a job fails.

Returns:

builder

name

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

Parameters:

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

Returns:

builder

region

public HyperParameterTuningJobState.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 HyperParameterTuningJobState.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

status

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

Parameters:

status - Current tuning job status.

Returns:

builder

status

public HyperParameterTuningJobState.Builder status(java.lang.String status)

Parameters:

status - Current tuning job status.

Returns:

builder

tags

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

Parameters:

tags - Map of tags to assign to this resource.

Returns:

builder

tagsAll

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

Parameters:

tagsAll - Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

Returns:

builder

tagsAll

public HyperParameterTuningJobState.Builder tagsAll(java.util.Map<java.lang.String,java.lang.String> tagsAll)

Parameters:

tagsAll - Map of tags assigned to the resource, including those inherited from the provider `defaultTags` configuration block.

Returns:

builder

timeouts

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

timeouts

public HyperParameterTuningJobState.Builder timeouts(HyperParameterTuningJobTimeoutsArgs timeouts)

trainingJobDefinition

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

Parameters:

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

Returns:

builder

trainingJobDefinition

public HyperParameterTuningJobState.Builder trainingJobDefinition(HyperParameterTuningJobTrainingJobDefinitionArgs trainingJobDefinition)

Parameters:

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

Returns:

builder

trainingJobDefinitions

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

Parameters:

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

Returns:

builder

trainingJobDefinitions

public HyperParameterTuningJobState.Builder trainingJobDefinitions(HyperParameterTuningJobTrainingJobDefinitionArgs... trainingJobDefinitions)

Parameters:

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

Returns:

builder

warmStartConfig

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

Parameters:

warmStartConfig - Warm start settings. See `warmStartConfig`.

Returns:

builder

warmStartConfig

public HyperParameterTuningJobState.Builder warmStartConfig(HyperParameterTuningJobWarmStartConfigArgs warmStartConfig)

Parameters:

warmStartConfig - Warm start settings. See `warmStartConfig`.

Returns:

builder

build

public HyperParameterTuningJobState build()