com.amazonaws.services.sagemaker.model

Enum HyperParameterTuningJobStrategyType

java.lang.Object

java.lang.Enum<HyperParameterTuningJobStrategyType>

com.amazonaws.services.sagemaker.model.HyperParameterTuningJobStrategyType

All Implemented Interfaces:

Serializable, Comparable<HyperParameterTuningJobStrategyType>

@Generated(value="com.amazonaws:aws-java-sdk-code-generator")
public enum HyperParameterTuningJobStrategyType
extends Enum<HyperParameterTuningJobStrategyType>

The strategy hyperparameter tuning uses to find the best combination of hyperparameters for your model.

Enum Constant Summary

Enum Constants

Enum Constant and Description
Bayesian
Grid
Hyperband
Random

Method Summary

Modifier and Type	Method and Description
static HyperParameterTuningJobStrategyType	fromValue(String value) Use this in place of valueOf.
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

compareTo, equals, 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

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.

Parameters:

value - real value

Returns:

HyperParameterTuningJobStrategyType corresponding to the value

Throws:

IllegalArgumentException - If the specified value does not map to one of the known values in this enum.