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.DebugHookConfig

Description

Documentation

data DebugHookConfig Source #

Configuration information for the Debugger hook parameters, metric and tensor collections, and storage paths. To learn more about how to configure the DebugHookConfig parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

See: newDebugHookConfig smart constructor.

Constructors

DebugHookConfig'

Fields

localPath :: Maybe Text
Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.
collectionConfigurations :: Maybe [CollectionConfiguration]
Configuration information for Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.
hookParameters :: Maybe (HashMap Text Text)
Configuration information for the Debugger hook parameters.
s3OutputPath :: Text
Path to Amazon S3 storage location for metrics and tensors.

Instances

Instances details

Eq DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods (==) :: DebugHookConfig -> DebugHookConfig -> Bool # (/=) :: DebugHookConfig -> DebugHookConfig -> Bool #
Read DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods readsPrec :: Int -> ReadS DebugHookConfig # readList :: ReadS [DebugHookConfig] # readPrec :: ReadPrec DebugHookConfig # readListPrec :: ReadPrec [DebugHookConfig] #
Show DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods showsPrec :: Int -> DebugHookConfig -> ShowS # show :: DebugHookConfig -> String # showList :: [DebugHookConfig] -> ShowS #
Generic DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Associated Types type Rep DebugHookConfig :: Type -> Type # Methods from :: DebugHookConfig -> Rep DebugHookConfig x # to :: Rep DebugHookConfig x -> DebugHookConfig #
NFData DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods rnf :: DebugHookConfig -> () #
Hashable DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods hashWithSalt :: Int -> DebugHookConfig -> Int # hash :: DebugHookConfig -> Int #
ToJSON DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods toJSON :: DebugHookConfig -> Value # toEncoding :: DebugHookConfig -> Encoding # toJSONList :: [DebugHookConfig] -> Value # toEncodingList :: [DebugHookConfig] -> Encoding #
FromJSON DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig Methods parseJSON :: Value -> Parser DebugHookConfig # parseJSONList :: Value -> Parser [DebugHookConfig] #
type Rep DebugHookConfig Source #
Instance details Defined in Amazonka.SageMaker.Types.DebugHookConfig type Rep DebugHookConfig = D1 ('MetaData "DebugHookConfig" "Amazonka.SageMaker.Types.DebugHookConfig" "libZSservicesZSamazonka-sagemakerZSamazonka-sagemaker" 'False) (C1 ('MetaCons "DebugHookConfig'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "localPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :: S1 ('MetaSel ('Just "collectionConfigurations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [CollectionConfiguration]))) :: (S1 ('MetaSel ('Just "hookParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "s3OutputPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))

newDebugHookConfig Source #

Arguments

:: Text	`$sel:s3OutputPath:DebugHookConfig'`
-> DebugHookConfig

Create a value of DebugHookConfig 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:localPath:DebugHookConfig', debugHookConfig_localPath - Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

$sel:collectionConfigurations:DebugHookConfig', debugHookConfig_collectionConfigurations - Configuration information for Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

$sel:hookParameters:DebugHookConfig', debugHookConfig_hookParameters - Configuration information for the Debugger hook parameters.

$sel:s3OutputPath:DebugHookConfig', debugHookConfig_s3OutputPath - Path to Amazon S3 storage location for metrics and tensors.

debugHookConfig_localPath :: Lens' DebugHookConfig (Maybe Text) Source #

Path to local storage location for metrics and tensors. Defaults to /opt/ml/output/tensors/.

debugHookConfig_collectionConfigurations :: Lens' DebugHookConfig (Maybe [CollectionConfiguration]) Source #

Configuration information for Debugger tensor collections. To learn more about how to configure the CollectionConfiguration parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

debugHookConfig_hookParameters :: Lens' DebugHookConfig (Maybe (HashMap Text Text)) Source #

Configuration information for the Debugger hook parameters.

debugHookConfig_s3OutputPath :: Lens' DebugHookConfig Text Source #

Path to Amazon S3 storage location for metrics and tensors.