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.AlgorithmValidationSpecification

Description

Documentation

data AlgorithmValidationSpecification Source #

Specifies configurations for one or more training jobs that SageMaker runs to test the algorithm.

See: newAlgorithmValidationSpecification smart constructor.

Constructors

AlgorithmValidationSpecification'
Fields validationRole :: Text The IAM roles that SageMaker uses to run the training jobs. validationProfiles :: NonEmpty AlgorithmValidationProfile An array of `AlgorithmValidationProfile` objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

Instances

Instances details

FromJSON AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods parseJSON :: Value -> Parser AlgorithmValidationSpecification # parseJSONList :: Value -> Parser [AlgorithmValidationSpecification] #
ToJSON AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods toJSON :: AlgorithmValidationSpecification -> Value # toEncoding :: AlgorithmValidationSpecification -> Encoding # toJSONList :: [AlgorithmValidationSpecification] -> Value # toEncodingList :: [AlgorithmValidationSpecification] -> Encoding #
Generic AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Associated Types type Rep AlgorithmValidationSpecification :: Type -> Type # Methods from :: AlgorithmValidationSpecification -> Rep AlgorithmValidationSpecification x # to :: Rep AlgorithmValidationSpecification x -> AlgorithmValidationSpecification #
Read AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods readsPrec :: Int -> ReadS AlgorithmValidationSpecification # readList :: ReadS [AlgorithmValidationSpecification] # readPrec :: ReadPrec AlgorithmValidationSpecification # readListPrec :: ReadPrec [AlgorithmValidationSpecification] #
Show AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods showsPrec :: Int -> AlgorithmValidationSpecification -> ShowS # show :: AlgorithmValidationSpecification -> String # showList :: [AlgorithmValidationSpecification] -> ShowS #
NFData AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods rnf :: AlgorithmValidationSpecification -> () #
Eq AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods (==) :: AlgorithmValidationSpecification -> AlgorithmValidationSpecification -> Bool # (/=) :: AlgorithmValidationSpecification -> AlgorithmValidationSpecification -> Bool #
Hashable AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification Methods hashWithSalt :: Int -> AlgorithmValidationSpecification -> Int # hash :: AlgorithmValidationSpecification -> Int #
type Rep AlgorithmValidationSpecification Source #
Instance details Defined in Amazonka.SageMaker.Types.AlgorithmValidationSpecification type Rep AlgorithmValidationSpecification = D1 ('MetaData "AlgorithmValidationSpecification" "Amazonka.SageMaker.Types.AlgorithmValidationSpecification" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "AlgorithmValidationSpecification'" 'PrefixI 'True) (S1 ('MetaSel ('Just "validationRole") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "validationProfiles") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (NonEmpty AlgorithmValidationProfile))))

newAlgorithmValidationSpecification Source #

Arguments

:: Text	`$sel:validationRole:AlgorithmValidationSpecification'`
-> NonEmpty AlgorithmValidationProfile	`$sel:validationProfiles:AlgorithmValidationSpecification'`
-> AlgorithmValidationSpecification

Create a value of AlgorithmValidationSpecification 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:validationRole:AlgorithmValidationSpecification', algorithmValidationSpecification_validationRole - The IAM roles that SageMaker uses to run the training jobs.

$sel:validationProfiles:AlgorithmValidationSpecification', algorithmValidationSpecification_validationProfiles - An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.

algorithmValidationSpecification_validationRole :: Lens' AlgorithmValidationSpecification Text Source #

The IAM roles that SageMaker uses to run the training jobs.

algorithmValidationSpecification_validationProfiles :: Lens' AlgorithmValidationSpecification (NonEmpty AlgorithmValidationProfile) Source #

An array of AlgorithmValidationProfile objects, each of which specifies a training job and batch transform job that SageMaker runs to validate your algorithm.