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.IntegerParameterRange

Description

Documentation

data IntegerParameterRange Source #

For a hyperparameter of the integer type, specifies the range that a hyperparameter tuning job searches.

See: newIntegerParameterRange smart constructor.

Constructors

IntegerParameterRange'

Fields

scalingType :: Maybe HyperParameterScalingType
The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:
Auto
Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
Linear
Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic
Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have only values greater than 0.
name :: Text
The name of the hyperparameter to search.
minValue :: Text
The minimum value of the hyperparameter to search.
maxValue :: Text
The maximum value of the hyperparameter to search.

Instances

Instances details

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

newIntegerParameterRange Source #

Arguments

:: Text	`$sel:name:IntegerParameterRange'`
-> Text	`$sel:minValue:IntegerParameterRange'`
-> Text	`$sel:maxValue:IntegerParameterRange'`
-> IntegerParameterRange

Create a value of IntegerParameterRange 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:scalingType:IntegerParameterRange', integerParameterRange_scalingType - The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Auto: Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have only values greater than 0.

$sel:name:IntegerParameterRange', integerParameterRange_name - The name of the hyperparameter to search.

$sel:minValue:IntegerParameterRange', integerParameterRange_minValue - The minimum value of the hyperparameter to search.

$sel:maxValue:IntegerParameterRange', integerParameterRange_maxValue - The maximum value of the hyperparameter to search.

integerParameterRange_scalingType :: Lens' IntegerParameterRange (Maybe HyperParameterScalingType) Source #

The scale that hyperparameter tuning uses to search the hyperparameter range. For information about choosing a hyperparameter scale, see Hyperparameter Scaling. One of the following values:

Auto: Amazon SageMaker hyperparameter tuning chooses the best scale for the hyperparameter.
Linear: Hyperparameter tuning searches the values in the hyperparameter range by using a linear scale.
Logarithmic: Hyperparameter tuning searches the values in the hyperparameter range by using a logarithmic scale.
Logarithmic scaling works only for ranges that have only values greater than 0.

integerParameterRange_name :: Lens' IntegerParameterRange Text Source #

The name of the hyperparameter to search.

integerParameterRange_minValue :: Lens' IntegerParameterRange Text Source #

The minimum value of the hyperparameter to search.

integerParameterRange_maxValue :: Lens' IntegerParameterRange Text Source #

The maximum value of the hyperparameter to search.