Amazonka.Personalize.Types.HPOConfig

Documentation

data HPOConfig

Describes the properties for hyperparameter optimization (HPO).

See: newHPOConfig smart constructor.

Constructors

HPOConfig'

Fields

• algorithmHyperParameterRanges :: Maybe HyperParameterRanges

  The hyperparameters and their allowable ranges.

• hpoObjective :: Maybe HPOObjective

  The metric to optimize during HPO.

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

• hpoResourceConfig :: Maybe HPOResourceConfig

  Describes the resource configuration for HPO.

Instances

FromJSON HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

parseJSON :: Value -> Parser HPOConfig

parseJSONList :: Value -> Parser [HPOConfig]

ToJSON HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

toJSON :: HPOConfig -> Value

toEncoding :: HPOConfig -> Encoding

toJSONList :: [HPOConfig] -> Value

toEncodingList :: [HPOConfig] -> Encoding

Generic HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Associated Types

type Rep HPOConfig :: Type -> Type

Methods

from :: HPOConfig -> Rep HPOConfig x

to :: Rep HPOConfig x -> HPOConfig

Read HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

readsPrec :: Int -> ReadS HPOConfig

readList :: ReadS [HPOConfig]

readPrec :: ReadPrec HPOConfig

readListPrec :: ReadPrec [HPOConfig]

Show HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

showsPrec :: Int -> HPOConfig -> ShowS

show :: HPOConfig -> String

showList :: [HPOConfig] -> ShowS

NFData HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

rnf :: HPOConfig -> ()

Eq HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

(==) :: HPOConfig -> HPOConfig -> Bool

(/=) :: HPOConfig -> HPOConfig -> Bool

Hashable HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

Methods

hashWithSalt :: Int -> HPOConfig -> Int

hash :: HPOConfig -> Int

type Rep HPOConfig

Defined in Amazonka.Personalize.Types.HPOConfig

type Rep HPOConfig = D1 ('MetaData "HPOConfig" "Amazonka.Personalize.Types.HPOConfig" "amazonka-personalize-2.0-9kdbGNMxU7zEIoXPqEwwTg" 'False) (C1 ('MetaCons "HPOConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "algorithmHyperParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterRanges)) :*: (S1 ('MetaSel ('Just "hpoObjective") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOObjective)) :*: S1 ('MetaSel ('Just "hpoResourceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOResourceConfig)))))

newHPOConfig :: HPOConfig

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

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

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

hPOConfig_algorithmHyperParameterRanges :: Lens' HPOConfig (Maybe HyperParameterRanges)

The hyperparameters and their allowable ranges.

hPOConfig_hpoObjective :: Lens' HPOConfig (Maybe HPOObjective)

The metric to optimize during HPO.

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

hPOConfig_hpoResourceConfig :: Lens' HPOConfig (Maybe HPOResourceConfig)

Describes the resource configuration for HPO.