com.amazonaws.services.sagemaker.model

Class CreateHyperParameterTuningJobRequest

java.lang.Object

com.amazonaws.AmazonWebServiceRequest

com.amazonaws.services.sagemaker.model.CreateHyperParameterTuningJobRequest

All Implemented Interfaces:

HandlerContextAware, ReadLimitInfo, Serializable, Cloneable

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public class CreateHyperParameterTuningJobRequest
extends AmazonWebServiceRequest
implements Serializable, Cloneable

See Also:

AWS API Documentation, Serialized Form

Field Summary

Fields inherited from class com.amazonaws.AmazonWebServiceRequest

NOOP

Constructor Summary

Constructors

Constructor and Description
CreateHyperParameterTuningJobRequest()

Method Summary

Modifier and Type	Method and Description
CreateHyperParameterTuningJobRequest	clone() Creates a shallow clone of this object for all fields except the handler context.
boolean	equals(Object obj)
HyperParameterTuningJobConfig	getHyperParameterTuningJobConfig() The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.
String	getHyperParameterTuningJobName() The name of the tuning job.
List<Tag>	getTags() An array of key-value pairs.
HyperParameterTrainingJobDefinition	getTrainingJobDefinition() The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.
int	hashCode()
void	setHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig) The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.
void	setHyperParameterTuningJobName(String hyperParameterTuningJobName) The name of the tuning job.
void	setTags(Collection<Tag> tags) An array of key-value pairs.
void	setTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.
String	toString() Returns a string representation of this object; useful for testing and debugging.
CreateHyperParameterTuningJobRequest	withHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig) The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.
CreateHyperParameterTuningJobRequest	withHyperParameterTuningJobName(String hyperParameterTuningJobName) The name of the tuning job.
CreateHyperParameterTuningJobRequest	withTags(Collection<Tag> tags) An array of key-value pairs.
CreateHyperParameterTuningJobRequest	withTags(Tag... tags) An array of key-value pairs.
CreateHyperParameterTuningJobRequest	withTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition) The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

Methods inherited from class com.amazonaws.AmazonWebServiceRequest

addHandlerContext, getCloneRoot, getCloneSource, getCustomQueryParameters, getCustomRequestHeaders, getGeneralProgressListener, getHandlerContext, getReadLimit, getRequestClientOptions, getRequestCredentials, getRequestCredentialsProvider, getRequestMetricCollector, getSdkClientExecutionTimeout, getSdkRequestTimeout, putCustomQueryParameter, putCustomRequestHeader, setGeneralProgressListener, setRequestCredentials, setRequestCredentialsProvider, setRequestMetricCollector, setSdkClientExecutionTimeout, setSdkRequestTimeout, withGeneralProgressListener, withRequestCredentialsProvider, withRequestMetricCollector, withSdkClientExecutionTimeout, withSdkRequestTimeout

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

CreateHyperParameterTuningJobRequest

public CreateHyperParameterTuningJobRequest()

Method Detail

setHyperParameterTuningJobName

public void setHyperParameterTuningJobName(String hyperParameterTuningJobName)

The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

Parameters:

hyperParameterTuningJobName - The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

getHyperParameterTuningJobName

public String getHyperParameterTuningJobName()

The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

Returns:

The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

withHyperParameterTuningJobName

public CreateHyperParameterTuningJobRequest withHyperParameterTuningJobName(String hyperParameterTuningJobName)

The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

Parameters:

hyperParameterTuningJobName - The name of the tuning job. This name is the prefix for the names of all training jobs that this tuning job launches. The name must be unique within the same AWS account and AWS Region. Names are not case sensitive, and must be between 1-32 characters.

Returns:

Returns a reference to this object so that method calls can be chained together.

setHyperParameterTuningJobConfig

public void setHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig)

The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

Parameters:

hyperParameterTuningJobConfig - The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

getHyperParameterTuningJobConfig

public HyperParameterTuningJobConfig getHyperParameterTuningJobConfig()

The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

Returns:

The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

withHyperParameterTuningJobConfig

public CreateHyperParameterTuningJobRequest withHyperParameterTuningJobConfig(HyperParameterTuningJobConfig hyperParameterTuningJobConfig)

The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

Parameters:

hyperParameterTuningJobConfig - The HyperParameterTuningJobConfig object that describes the tuning job, including the search strategy, metric used to evaluate training jobs, ranges of parameters to search, and resource limits for the tuning job.

Returns:

Returns a reference to this object so that method calls can be chained together.

setTrainingJobDefinition

public void setTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition)

The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

Parameters:

trainingJobDefinition - The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

getTrainingJobDefinition

public HyperParameterTrainingJobDefinition getTrainingJobDefinition()

The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

Returns:

The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

withTrainingJobDefinition

public CreateHyperParameterTuningJobRequest withTrainingJobDefinition(HyperParameterTrainingJobDefinition trainingJobDefinition)

The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

Parameters:

trainingJobDefinition - The HyperParameterTrainingJobDefinition object that describes the training jobs that this tuning job launches, including static hyperparameters, input data configuration, output data configuration, resource configuration, and stopping condition.

Returns:

Returns a reference to this object so that method calls can be chained together.

getTags

public List<Tag> getTags()

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

setTags

public void setTags(Collection<Tag> tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

withTags

public CreateHyperParameterTuningJobRequest withTags(Tag... tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

NOTE: This method appends the values to the existing list (if any). Use setTags(java.util.Collection) or withTags(java.util.Collection) if you want to override the existing values.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:

Returns a reference to this object so that method calls can be chained together.

withTags

public CreateHyperParameterTuningJobRequest withTags(Collection<Tag> tags)

An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Parameters:

tags - An array of key-value pairs. You can use tags to categorize your AWS resources in different ways, for example, by purpose, owner, or environment. For more information, see Using Cost Allocation Tags in the AWS Billing and Cost Management User Guide.

Returns:

Returns a reference to this object so that method calls can be chained together.

toString

public String toString()

Returns a string representation of this object; useful for testing and debugging.

Overrides:

toString in class Object

Returns:

A string representation of this object.

See Also:

Object.toString()

equals

public boolean equals(Object obj)

Overrides:

equals in class Object

hashCode

public int hashCode()

Overrides:

hashCode in class Object

clone

public CreateHyperParameterTuningJobRequest clone()

Description copied from class: AmazonWebServiceRequest

Creates a shallow clone of this object for all fields except the handler context. Explicitly does not clone the deep structure of the other fields in the message.

Overrides:

clone in class AmazonWebServiceRequest

See Also:

Object.clone()