software.amazon.awssdk.services.sagemaker.model

Enum HyperParameterTuningJobStrategyType

java.lang.Object

java.lang.Enum<HyperParameterTuningJobStrategyType>

software.amazon.awssdk.services.sagemaker.model.HyperParameterTuningJobStrategyType

All Implemented Interfaces:

Serializable, Comparable<HyperParameterTuningJobStrategyType>

@Generated(value="software.amazon.awssdk:codegen")
public enum HyperParameterTuningJobStrategyType
extends Enum<HyperParameterTuningJobStrategyType>

The strategy hyperparameter tuning uses to find the best combination of hyperparameters for your model. Currently, the only supported value is Bayesian.

Enum Constant Summary

Enum Constants

Enum Constant and Description
BAYESIAN
GRID
HYPERBAND
RANDOM
UNKNOWN_TO_SDK_VERSION

Method Summary

Modifier and Type	Method and Description
static HyperParameterTuningJobStrategyType	fromValue(String value) Use this in place of valueOf to convert the raw string returned by the service into the enum value.
static Set<HyperParameterTuningJobStrategyType>	knownValues() Use this in place of values() to return a Set of all values known to the SDK.
String	toString()
static HyperParameterTuningJobStrategyType	valueOf(String name) Returns the enum constant of this type with the specified name.
static HyperParameterTuningJobStrategyType[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

clone, compareTo, equals, finalize, getDeclaringClass, hashCode, name, ordinal, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

BAYESIAN

public static final HyperParameterTuningJobStrategyType BAYESIAN

RANDOM

public static final HyperParameterTuningJobStrategyType RANDOM

HYPERBAND

public static final HyperParameterTuningJobStrategyType HYPERBAND

GRID

public static final HyperParameterTuningJobStrategyType GRID

UNKNOWN_TO_SDK_VERSION

public static final HyperParameterTuningJobStrategyType UNKNOWN_TO_SDK_VERSION

Method Detail

values

public static HyperParameterTuningJobStrategyType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (HyperParameterTuningJobStrategyType c : HyperParameterTuningJobStrategyType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static HyperParameterTuningJobStrategyType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

toString

public String toString()

Overrides:

toString in class Enum<HyperParameterTuningJobStrategyType>

fromValue

public static HyperParameterTuningJobStrategyType fromValue(String value)

Use this in place of valueOf to convert the raw string returned by the service into the enum value.

Parameters:

value - real value

Returns:

HyperParameterTuningJobStrategyType corresponding to the value

knownValues

public static Set<HyperParameterTuningJobStrategyType> knownValues()

Use this in place of values() to return a Set of all values known to the SDK. This will return all known enum values except UNKNOWN_TO_SDK_VERSION.

Returns:

a Set of known HyperParameterTuningJobStrategyTypes