com.amazonaws.services.sagemaker.model

Class Autotune

java.lang.Object

com.amazonaws.services.sagemaker.model.Autotune

All Implemented Interfaces:

StructuredPojo, Serializable, Cloneable

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

A flag to indicate if you want to use Autotune to automatically find optimal values for the following fields:

• ParameterRanges: The names and ranges of parameters that a hyperparameter tuning job can optimize.

• ResourceLimits: The maximum resources that can be used for a training job. These resources include the maximum number of training jobs, the maximum runtime of a tuning job, and the maximum number of training jobs to run at the same time.

• TrainingJobEarlyStoppingType: A flag that specifies whether or not to use early stopping for training jobs launched by a hyperparameter tuning job.

• RetryStrategy: The number of times to retry a training job.

• Strategy: Specifies how hyperparameter tuning chooses the combinations of hyperparameter values to use for the training jobs that it launches.

• ConvergenceDetected: A flag to indicate that Automatic model tuning (AMT) has detected model convergence.

See Also:

AWS API Documentation, Serialized Form

Constructor Summary

Constructors

Constructor and Description
Autotune()

Method Summary

Modifier and Type	Method and Description
Autotune	clone()
boolean	equals(Object obj)
String	getMode() Set Mode to Enabled if you want to use Autotune.
int	hashCode()
void	marshall(ProtocolMarshaller protocolMarshaller) Marshalls this structured data using the given ProtocolMarshaller.
void	setMode(String mode) Set Mode to Enabled if you want to use Autotune.
String	toString() Returns a string representation of this object.
Autotune	withMode(AutotuneMode mode) Set Mode to Enabled if you want to use Autotune.
Autotune	withMode(String mode) Set Mode to Enabled if you want to use Autotune.

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Constructor Detail

Autotune

public Autotune()

Method Detail

setMode

public void setMode(String mode)

Set Mode to Enabled if you want to use Autotune.

Parameters:

mode - Set Mode to Enabled if you want to use Autotune.

See Also:

AutotuneMode

getMode

public String getMode()

Set Mode to Enabled if you want to use Autotune.

Returns:

Set Mode to Enabled if you want to use Autotune.

See Also:

AutotuneMode

withMode

public Autotune withMode(String mode)

Set Mode to Enabled if you want to use Autotune.

Parameters:

mode - Set Mode to Enabled if you want to use Autotune.

Returns:

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

See Also:

AutotuneMode

withMode

public Autotune withMode(AutotuneMode mode)

Set Mode to Enabled if you want to use Autotune.

Parameters:

mode - Set Mode to Enabled if you want to use Autotune.

Returns:

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

See Also:

AutotuneMode

toString

public String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

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 Autotune 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.