Copyright	(c) 2013-2021 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay <brendan.g.hay+amazonka@gmail.com>
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	None

Amazonka.Personalize.Types.HPOConfig

Description

Documentation

data HPOConfig Source #

Describes the properties for hyperparameter optimization (HPO).

See: newHPOConfig smart constructor.

Constructors

HPOConfig'
Fields algorithmHyperParameterRanges :: Maybe HyperParameterRanges The hyperparameters and their allowable ranges. hpoResourceConfig :: Maybe HPOResourceConfig Describes the resource configuration for HPO. hpoObjective :: Maybe HPOObjective The metric to optimize during HPO. Amazon Personalize doesn't support configuring the `hpoObjective` at this time.

Instances

Instances details

Eq HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods (==) :: HPOConfig -> HPOConfig -> Bool # (/=) :: HPOConfig -> HPOConfig -> Bool #
Read HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods readsPrec :: Int -> ReadS HPOConfig # readList :: ReadS [HPOConfig] # readPrec :: ReadPrec HPOConfig # readListPrec :: ReadPrec [HPOConfig] #
Show HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods showsPrec :: Int -> HPOConfig -> ShowS # show :: HPOConfig -> String # showList :: [HPOConfig] -> ShowS #
Generic HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Associated Types type Rep HPOConfig :: Type -> Type # Methods from :: HPOConfig -> Rep HPOConfig x # to :: Rep HPOConfig x -> HPOConfig #
NFData HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods rnf :: HPOConfig -> () #
Hashable HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods hashWithSalt :: Int -> HPOConfig -> Int # hash :: HPOConfig -> Int #
ToJSON HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods toJSON :: HPOConfig -> Value # toEncoding :: HPOConfig -> Encoding # toJSONList :: [HPOConfig] -> Value # toEncodingList :: [HPOConfig] -> Encoding #
FromJSON HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig Methods parseJSON :: Value -> Parser HPOConfig # parseJSONList :: Value -> Parser [HPOConfig] #
type Rep HPOConfig Source #
Instance details Defined in Amazonka.Personalize.Types.HPOConfig type Rep HPOConfig = D1 ('MetaData "HPOConfig" "Amazonka.Personalize.Types.HPOConfig" "libZSservicesZSamazonka-personalizeZSamazonka-personalize" 'False) (C1 ('MetaCons "HPOConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "algorithmHyperParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterRanges)) :: (S1 ('MetaSel ('Just "hpoResourceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOResourceConfig)) :: S1 ('MetaSel ('Just "hpoObjective") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOObjective)))))

newHPOConfig :: HPOConfig Source #

Create a value of HPOConfig with all optional fields omitted.

Use generic-lens or optics to modify other optional fields.

The following record fields are available, with the corresponding lenses provided for backwards compatibility:

$sel:algorithmHyperParameterRanges:HPOConfig', hPOConfig_algorithmHyperParameterRanges - The hyperparameters and their allowable ranges.

$sel:hpoResourceConfig:HPOConfig', hPOConfig_hpoResourceConfig - Describes the resource configuration for HPO.

$sel:hpoObjective:HPOConfig', hPOConfig_hpoObjective - The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

hPOConfig_algorithmHyperParameterRanges :: Lens' HPOConfig (Maybe HyperParameterRanges) Source #

The hyperparameters and their allowable ranges.

hPOConfig_hpoResourceConfig :: Lens' HPOConfig (Maybe HPOResourceConfig) Source #

Describes the resource configuration for HPO.

hPOConfig_hpoObjective :: Lens' HPOConfig (Maybe HPOObjective) Source #

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.