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.FinalHyperParameterTuningJobObjectiveMetric

Description

Documentation

data FinalHyperParameterTuningJobObjectiveMetric Source #

Shows the final value for the objective metric for a training job that was launched by a hyperparameter tuning job. You define the objective metric in the HyperParameterTuningJobObjective parameter of HyperParameterTuningJobConfig.

See: newFinalHyperParameterTuningJobObjectiveMetric smart constructor.

Constructors

FinalHyperParameterTuningJobObjectiveMetric'
Fields type' :: Maybe HyperParameterTuningJobObjectiveType Whether to minimize or maximize the objective metric. Valid values are Minimize and Maximize. metricName :: Text The name of the objective metric. value :: Double The value of the objective metric.

Instances

Instances details

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

newFinalHyperParameterTuningJobObjectiveMetric Source #

Arguments

:: Text	`$sel:metricName:FinalHyperParameterTuningJobObjectiveMetric'`
-> Double	`$sel:value:FinalHyperParameterTuningJobObjectiveMetric'`
-> FinalHyperParameterTuningJobObjectiveMetric

Create a value of FinalHyperParameterTuningJobObjectiveMetric 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:type':FinalHyperParameterTuningJobObjectiveMetric', finalHyperParameterTuningJobObjectiveMetric_type - Whether to minimize or maximize the objective metric. Valid values are Minimize and Maximize.

$sel:metricName:FinalHyperParameterTuningJobObjectiveMetric', finalHyperParameterTuningJobObjectiveMetric_metricName - The name of the objective metric.

$sel:value:FinalHyperParameterTuningJobObjectiveMetric', finalHyperParameterTuningJobObjectiveMetric_value - The value of the objective metric.

finalHyperParameterTuningJobObjectiveMetric_type :: Lens' FinalHyperParameterTuningJobObjectiveMetric (Maybe HyperParameterTuningJobObjectiveType) Source #

Whether to minimize or maximize the objective metric. Valid values are Minimize and Maximize.

finalHyperParameterTuningJobObjectiveMetric_metricName :: Lens' FinalHyperParameterTuningJobObjectiveMetric Text Source #

The name of the objective metric.

finalHyperParameterTuningJobObjectiveMetric_value :: Lens' FinalHyperParameterTuningJobObjectiveMetric Double Source #

The value of the objective metric.