Package com.pulumi.aws.sagemaker

Class HyperParameterTuningJobArgs

java.lang.Object

com.pulumi.resources.InputArgs

com.pulumi.resources.ResourceArgs

com.pulumi.aws.sagemaker.HyperParameterTuningJobArgs

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

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	HyperParameterTuningJobArgs.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 HyperParameterTuningJobArgs	Empty

Method Summary

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

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 HyperParameterTuningJobArgs Empty

Method Detail

autotune

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobAutotuneArgs>> autotune()

Returns:

Autotune settings. See `autotune`.

config

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

Returns:

Tuning job settings. See `config`.

name

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

Returns:

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

region

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

Returns:

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.

tags

public java.util.Optional<com.pulumi.core.Output<java.util.Map<java.lang.String,java.lang.String>>> tags()

Returns:

Map of tags to assign to this resource.

timeouts

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTimeoutsArgs>> timeouts()

trainingJobDefinition

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobTrainingJobDefinitionArgs>> trainingJobDefinition()

Returns:

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

trainingJobDefinitions

public java.util.Optional<com.pulumi.core.Output<java.util.List<HyperParameterTuningJobTrainingJobDefinitionArgs>>> trainingJobDefinitions()

Returns:

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

warmStartConfig

public java.util.Optional<com.pulumi.core.Output<HyperParameterTuningJobWarmStartConfigArgs>> warmStartConfig()

Returns:

Warm start settings. See `warmStartConfig`.

builder

public static HyperParameterTuningJobArgs.Builder builder()

builder

public static HyperParameterTuningJobArgs.Builder builder(HyperParameterTuningJobArgs defaults)