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.SageMaker.Types.MultiModelConfig

Description

Synopsis

data MultiModelConfig = MultiModelConfig' {
- modelCacheSetting :: Maybe ModelCacheSetting
}
newMultiModelConfig :: MultiModelConfig
multiModelConfig_modelCacheSetting :: Lens' MultiModelConfig (Maybe ModelCacheSetting)

Documentation

data MultiModelConfig Source #

Specifies additional configuration for hosting multi-model endpoints.

See: newMultiModelConfig smart constructor.

Constructors

MultiModelConfig'

Fields

modelCacheSetting :: Maybe ModelCacheSetting
Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

Instances

Instances details

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

newMultiModelConfig :: MultiModelConfig Source #

Create a value of MultiModelConfig 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:modelCacheSetting:MultiModelConfig', multiModelConfig_modelCacheSetting - Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.

multiModelConfig_modelCacheSetting :: Lens' MultiModelConfig (Maybe ModelCacheSetting) Source #

Whether to cache models for a multi-model endpoint. By default, multi-model endpoints cache models so that a model does not have to be loaded into memory each time it is invoked. Some use cases do not benefit from model caching. For example, if an endpoint hosts a large number of models that are each invoked infrequently, the endpoint might perform better if you disable model caching. To disable model caching, set the value of this parameter to Disabled.