Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType

Description

Synopsis

newtype HyperParameterTuningJobStrategyType where

Documentation

newtype HyperParameterTuningJobStrategyType Source #

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

Constructors

HyperParameterTuningJobStrategyType'
Fields fromHyperParameterTuningJobStrategyType :: Text

Bundled Patterns

pattern HyperParameterTuningJobStrategyType_Bayesian :: HyperParameterTuningJobStrategyType
pattern HyperParameterTuningJobStrategyType_Grid :: HyperParameterTuningJobStrategyType
pattern HyperParameterTuningJobStrategyType_Hyperband :: HyperParameterTuningJobStrategyType
pattern HyperParameterTuningJobStrategyType_Random :: HyperParameterTuningJobStrategyType

Instances

Instances details

FromJSON HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods parseJSON :: Value -> Parser HyperParameterTuningJobStrategyType # parseJSONList :: Value -> Parser [HyperParameterTuningJobStrategyType] #
FromJSONKey HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods fromJSONKey :: FromJSONKeyFunction HyperParameterTuningJobStrategyType # fromJSONKeyList :: FromJSONKeyFunction [HyperParameterTuningJobStrategyType] #
ToJSON HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toJSON :: HyperParameterTuningJobStrategyType -> Value # toEncoding :: HyperParameterTuningJobStrategyType -> Encoding # toJSONList :: [HyperParameterTuningJobStrategyType] -> Value # toEncodingList :: [HyperParameterTuningJobStrategyType] -> Encoding #
ToJSONKey HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toJSONKey :: ToJSONKeyFunction HyperParameterTuningJobStrategyType # toJSONKeyList :: ToJSONKeyFunction [HyperParameterTuningJobStrategyType] #
ToByteString HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toBS :: HyperParameterTuningJobStrategyType -> ByteString #
ToHeader HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toHeader :: HeaderName -> HyperParameterTuningJobStrategyType -> [Header] #
ToLog HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods build :: HyperParameterTuningJobStrategyType -> ByteStringBuilder #
ToQuery HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toQuery :: HyperParameterTuningJobStrategyType -> QueryString #
FromText HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods fromText :: Text -> Either String HyperParameterTuningJobStrategyType #
ToText HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toText :: HyperParameterTuningJobStrategyType -> Text #
FromXML HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods parseXML :: [Node] -> Either String HyperParameterTuningJobStrategyType #
ToXML HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods toXML :: HyperParameterTuningJobStrategyType -> XML #
Generic HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Associated Types type Rep HyperParameterTuningJobStrategyType :: Type -> Type # Methods from :: HyperParameterTuningJobStrategyType -> Rep HyperParameterTuningJobStrategyType x # to :: Rep HyperParameterTuningJobStrategyType x -> HyperParameterTuningJobStrategyType #
Read HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods readsPrec :: Int -> ReadS HyperParameterTuningJobStrategyType # readList :: ReadS [HyperParameterTuningJobStrategyType] # readPrec :: ReadPrec HyperParameterTuningJobStrategyType # readListPrec :: ReadPrec [HyperParameterTuningJobStrategyType] #
Show HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods showsPrec :: Int -> HyperParameterTuningJobStrategyType -> ShowS # show :: HyperParameterTuningJobStrategyType -> String # showList :: [HyperParameterTuningJobStrategyType] -> ShowS #
NFData HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods rnf :: HyperParameterTuningJobStrategyType -> () #
Eq HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods (==) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool # (/=) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool #
Ord HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods compare :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Ordering # (<) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool # (<=) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool # (>) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool # (>=) :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> Bool # max :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType # min :: HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType -> HyperParameterTuningJobStrategyType #
Hashable HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType Methods hashWithSalt :: Int -> HyperParameterTuningJobStrategyType -> Int # hash :: HyperParameterTuningJobStrategyType -> Int #
type Rep HyperParameterTuningJobStrategyType Source #
Instance details Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType type Rep HyperParameterTuningJobStrategyType = D1 ('MetaData "HyperParameterTuningJobStrategyType" "Amazonka.SageMaker.Types.HyperParameterTuningJobStrategyType" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'True) (C1 ('MetaCons "HyperParameterTuningJobStrategyType'" 'PrefixI 'True) (S1 ('MetaSel ('Just "fromHyperParameterTuningJobStrategyType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedLazy) (Rec0 Text)))