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.ProfilerConfig

Description

Documentation

data ProfilerConfig Source #

Configuration information for Debugger system monitoring, framework profiling, and storage paths.

See: newProfilerConfig smart constructor.

Constructors

ProfilerConfig'

Fields

profilingParameters :: Maybe (HashMap Text Text)
Configuration information for capturing framework metrics. Available key strings for different profiling options are DetailedProfilingConfig, PythonProfilingConfig, and DataLoaderProfilingConfig. The following codes are configuration structures for the ProfilingParameters parameter. To learn more about how to configure the ProfilingParameters parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.
profilingIntervalInMilliseconds :: Maybe Integer
A time interval for capturing system metrics in milliseconds. Available values are 100, 200, 500, 1000 (1 second), 5000 (5 seconds), and 60000 (1 minute) milliseconds. The default value is 500 milliseconds.
s3OutputPath :: Text
Path to Amazon S3 storage location for system and framework metrics.

Instances

Instances details

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

newProfilerConfig Source #

Arguments

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

Create a value of ProfilerConfig 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:profilingParameters:ProfilerConfig', profilerConfig_profilingParameters - Configuration information for capturing framework metrics. Available key strings for different profiling options are DetailedProfilingConfig, PythonProfilingConfig, and DataLoaderProfilingConfig. The following codes are configuration structures for the ProfilingParameters parameter. To learn more about how to configure the ProfilingParameters parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

$sel:profilingIntervalInMilliseconds:ProfilerConfig', profilerConfig_profilingIntervalInMilliseconds - A time interval for capturing system metrics in milliseconds. Available values are 100, 200, 500, 1000 (1 second), 5000 (5 seconds), and 60000 (1 minute) milliseconds. The default value is 500 milliseconds.

$sel:s3OutputPath:ProfilerConfig', profilerConfig_s3OutputPath - Path to Amazon S3 storage location for system and framework metrics.

profilerConfig_profilingParameters :: Lens' ProfilerConfig (Maybe (HashMap Text Text)) Source #

Configuration information for capturing framework metrics. Available key strings for different profiling options are DetailedProfilingConfig, PythonProfilingConfig, and DataLoaderProfilingConfig. The following codes are configuration structures for the ProfilingParameters parameter. To learn more about how to configure the ProfilingParameters parameter, see Use the SageMaker and Debugger Configuration API Operations to Create, Update, and Debug Your Training Job.

profilerConfig_profilingIntervalInMilliseconds :: Lens' ProfilerConfig (Maybe Integer) Source #

A time interval for capturing system metrics in milliseconds. Available values are 100, 200, 500, 1000 (1 second), 5000 (5 seconds), and 60000 (1 minute) milliseconds. The default value is 500 milliseconds.

profilerConfig_s3OutputPath :: Lens' ProfilerConfig Text Source #

Path to Amazon S3 storage location for system and framework metrics.