Amazonka.SageMaker.Types.IntegerParameterRange

Documentation

data IntegerParameterRange

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

  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

FromJSON IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

parseJSON :: Value -> Parser IntegerParameterRange

parseJSONList :: Value -> Parser [IntegerParameterRange]

ToJSON IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

toJSON :: IntegerParameterRange -> Value

toEncoding :: IntegerParameterRange -> Encoding

toJSONList :: [IntegerParameterRange] -> Value

toEncodingList :: [IntegerParameterRange] -> Encoding

Generic IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Associated Types

type Rep IntegerParameterRange :: Type -> Type

Methods

from :: IntegerParameterRange -> Rep IntegerParameterRange x

to :: Rep IntegerParameterRange x -> IntegerParameterRange

Read IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

readsPrec :: Int -> ReadS IntegerParameterRange

readList :: ReadS [IntegerParameterRange]

readPrec :: ReadPrec IntegerParameterRange

readListPrec :: ReadPrec [IntegerParameterRange]

Show IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

showsPrec :: Int -> IntegerParameterRange -> ShowS

show :: IntegerParameterRange -> String

showList :: [IntegerParameterRange] -> ShowS

NFData IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

rnf :: IntegerParameterRange -> ()

Eq IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

(==) :: IntegerParameterRange -> IntegerParameterRange -> Bool

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

Hashable IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

Methods

hashWithSalt :: Int -> IntegerParameterRange -> Int

hash :: IntegerParameterRange -> Int

type Rep IntegerParameterRange

Defined in Amazonka.SageMaker.Types.IntegerParameterRange

type Rep IntegerParameterRange = D1 ('MetaData "IntegerParameterRange" "Amazonka.SageMaker.Types.IntegerParameterRange" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" '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

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

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)

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

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

The name of the hyperparameter to search.

integerParameterRange_minValue :: Lens' IntegerParameterRange Text

The minimum value of the hyperparameter to search.

integerParameterRange_maxValue :: Lens' IntegerParameterRange Text

The maximum value of the hyperparameter to search.