Package com.azure.resourcemanager.machinelearning.models

Class ImageSweepSettings

java.lang.Object

com.azure.resourcemanager.machinelearning.models.ImageSweepSettings

public final class ImageSweepSettings
extends Object

Model sweeping and hyperparameter sweeping related settings.

Constructor Summary

Constructors

Constructor	Description
ImageSweepSettings()

Method Summary

Modifier and Type	Method	Description
EarlyTerminationPolicy	earlyTermination()	Get the earlyTermination property: Type of early termination policy.
ImageSweepLimitSettings	limits()	Get the limits property: [Required] Limit settings for model sweeping and hyperparameter sweeping.
SamplingAlgorithmType	samplingAlgorithm()	Get the samplingAlgorithm property: [Required] Type of the hyperparameter sampling algorithms.
void	validate()	Validates the instance.
ImageSweepSettings	withEarlyTermination(EarlyTerminationPolicy earlyTermination)	Set the earlyTermination property: Type of early termination policy.
ImageSweepSettings	withLimits(ImageSweepLimitSettings limits)	Set the limits property: [Required] Limit settings for model sweeping and hyperparameter sweeping.
ImageSweepSettings	withSamplingAlgorithm(SamplingAlgorithmType samplingAlgorithm)	Set the samplingAlgorithm property: [Required] Type of the hyperparameter sampling algorithms.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

ImageSweepSettings

public ImageSweepSettings()

Method Detail

earlyTermination

public EarlyTerminationPolicy earlyTermination()

Get the earlyTermination property: Type of early termination policy.

Returns:

the earlyTermination value.

withEarlyTermination

public ImageSweepSettings withEarlyTermination(EarlyTerminationPolicy earlyTermination)

Set the earlyTermination property: Type of early termination policy.

Parameters:

earlyTermination - the earlyTermination value to set.

Returns:

the ImageSweepSettings object itself.

limits

public ImageSweepLimitSettings limits()

Get the limits property: [Required] Limit settings for model sweeping and hyperparameter sweeping.

Returns:

the limits value.

withLimits

public ImageSweepSettings withLimits(ImageSweepLimitSettings limits)

Set the limits property: [Required] Limit settings for model sweeping and hyperparameter sweeping.

Parameters:

limits - the limits value to set.

Returns:

the ImageSweepSettings object itself.

samplingAlgorithm

public SamplingAlgorithmType samplingAlgorithm()

Get the samplingAlgorithm property: [Required] Type of the hyperparameter sampling algorithms.

Returns:

the samplingAlgorithm value.

withSamplingAlgorithm

public ImageSweepSettings withSamplingAlgorithm(SamplingAlgorithmType samplingAlgorithm)

Set the samplingAlgorithm property: [Required] Type of the hyperparameter sampling algorithms.

Parameters:

samplingAlgorithm - the samplingAlgorithm value to set.

Returns:

the ImageSweepSettings object itself.

validate

public void validate()

Validates the instance.

Throws:

IllegalArgumentException - thrown if the instance is not valid.