com.amazonaws.services.sagemaker.model

Class ParameterRanges

java.lang.Object

com.amazonaws.services.sagemaker.model.ParameterRanges

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

Specifies ranges of integer, continuous, and categorical hyperparameters that a hyperparameter tuning job searches.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
ParameterRanges()

Method Summary

Modifier and Type	Method and Description
ParameterRanges	clone()
boolean	equals(Object obj)
List<CategoricalParameterRange>	getCategoricalParameterRanges() The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
List<ContinuousParameterRange>	getContinuousParameterRanges() The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
List<IntegerParameterRange>	getIntegerParameterRanges() The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setCategoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges) The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
void	setContinuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges) The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
void	setIntegerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges) The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.
String	toString() Returns a string representation of this object; useful for testing and debugging.
ParameterRanges	withCategoricalParameterRanges(CategoricalParameterRange... categoricalParameterRanges) The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
ParameterRanges	withCategoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges) The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.
ParameterRanges	withContinuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges) The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
ParameterRanges	withContinuousParameterRanges(ContinuousParameterRange... continuousParameterRanges) The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.
ParameterRanges	withIntegerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges) The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.
ParameterRanges	withIntegerParameterRanges(IntegerParameterRange... integerParameterRanges) The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

ParameterRanges

public ParameterRanges()

Method Detail

getIntegerParameterRanges

public List<IntegerParameterRange> getIntegerParameterRanges()

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Returns:

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

setIntegerParameterRanges

public void setIntegerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Parameters:

integerParameterRanges - The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

withIntegerParameterRanges

public ParameterRanges withIntegerParameterRanges(IntegerParameterRange... integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

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

Parameters:

integerParameterRanges - The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Returns:

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

withIntegerParameterRanges

public ParameterRanges withIntegerParameterRanges(Collection<IntegerParameterRange> integerParameterRanges)

The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Parameters:

integerParameterRanges - The array of IntegerParameterRange objects that specify ranges of integer hyperparameters that a hyperparameter tuning job searches.

Returns:

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

getContinuousParameterRanges

public List<ContinuousParameterRange> getContinuousParameterRanges()

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Returns:

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

setContinuousParameterRanges

public void setContinuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Parameters:

continuousParameterRanges - The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

withContinuousParameterRanges

public ParameterRanges withContinuousParameterRanges(ContinuousParameterRange... continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

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

Parameters:

continuousParameterRanges - The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Returns:

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

withContinuousParameterRanges

public ParameterRanges withContinuousParameterRanges(Collection<ContinuousParameterRange> continuousParameterRanges)

The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Parameters:

continuousParameterRanges - The array of ContinuousParameterRange objects that specify ranges of continuous hyperparameters that a hyperparameter tuning job searches.

Returns:

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

getCategoricalParameterRanges

public List<CategoricalParameterRange> getCategoricalParameterRanges()

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Returns:

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

setCategoricalParameterRanges

public void setCategoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Parameters:

categoricalParameterRanges - The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

withCategoricalParameterRanges

public ParameterRanges withCategoricalParameterRanges(CategoricalParameterRange... categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

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

Parameters:

categoricalParameterRanges - The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Returns:

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

withCategoricalParameterRanges

public ParameterRanges withCategoricalParameterRanges(Collection<CategoricalParameterRange> categoricalParameterRanges)

The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

Parameters:

categoricalParameterRanges - The array of CategoricalParameterRange objects that specify ranges of categorical hyperparameters that a hyperparameter tuning job searches.

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 ParameterRanges clone()

Overrides:

clone in class Object

marshall

public void marshall(ProtocolMarshaller protocolMarshaller)

Description copied from interface: StructuredPojo

Marshalls this structured data using the given ProtocolMarshaller.

Specified by:

marshall in interface StructuredPojo

Parameters:

protocolMarshaller - Implementation of ProtocolMarshaller used to marshall this object's data.