Amazonka.SageMaker.Types.InstanceGroup

Documentation

data InstanceGroup

Defines an instance group for heterogeneous cluster training. When requesting a training job using the CreateTrainingJob API, you can configure multiple instance groups .

See: newInstanceGroup smart constructor.

Constructors

InstanceGroup'

Fields

• instanceType :: TrainingInstanceType

  Specifies the instance type of the instance group.

• instanceCount :: Natural

  Specifies the number of instances of the instance group.

• instanceGroupName :: Text

  Specifies the name of the instance group.

Instances

FromJSON InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

parseJSON :: Value -> Parser InstanceGroup

parseJSONList :: Value -> Parser [InstanceGroup]

ToJSON InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

toJSON :: InstanceGroup -> Value

toEncoding :: InstanceGroup -> Encoding

toJSONList :: [InstanceGroup] -> Value

toEncodingList :: [InstanceGroup] -> Encoding

Generic InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Associated Types

type Rep InstanceGroup :: Type -> Type

Methods

from :: InstanceGroup -> Rep InstanceGroup x

to :: Rep InstanceGroup x -> InstanceGroup

Read InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

readsPrec :: Int -> ReadS InstanceGroup

readList :: ReadS [InstanceGroup]

readPrec :: ReadPrec InstanceGroup

readListPrec :: ReadPrec [InstanceGroup]

Show InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

showsPrec :: Int -> InstanceGroup -> ShowS

show :: InstanceGroup -> String

showList :: [InstanceGroup] -> ShowS

NFData InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

rnf :: InstanceGroup -> ()

Eq InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

(==) :: InstanceGroup -> InstanceGroup -> Bool

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

Hashable InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

Methods

hashWithSalt :: Int -> InstanceGroup -> Int

hash :: InstanceGroup -> Int

type Rep InstanceGroup

Defined in Amazonka.SageMaker.Types.InstanceGroup

type Rep InstanceGroup = D1 ('MetaData "InstanceGroup" "Amazonka.SageMaker.Types.InstanceGroup" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "InstanceGroup'" 'PrefixI 'True) (S1 ('MetaSel ('Just "instanceType") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TrainingInstanceType) :*: (S1 ('MetaSel ('Just "instanceCount") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Natural) :*: S1 ('MetaSel ('Just "instanceGroupName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))

newInstanceGroup

Arguments

:: TrainingInstanceType

$sel:instanceType:InstanceGroup'

-> Natural

$sel:instanceCount:InstanceGroup'

-> Text

$sel:instanceGroupName:InstanceGroup'

-> InstanceGroup

Create a value of InstanceGroup 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:instanceType:InstanceGroup', instanceGroup_instanceType - Specifies the instance type of the instance group.

$sel:instanceCount:InstanceGroup', instanceGroup_instanceCount - Specifies the number of instances of the instance group.

$sel:instanceGroupName:InstanceGroup', instanceGroup_instanceGroupName - Specifies the name of the instance group.

instanceGroup_instanceType :: Lens' InstanceGroup TrainingInstanceType

Specifies the instance type of the instance group.

instanceGroup_instanceCount :: Lens' InstanceGroup Natural

Specifies the number of instances of the instance group.

instanceGroup_instanceGroupName :: Lens' InstanceGroup Text

Specifies the name of the instance group.