Copyright	(c) 2013-2023 Brendan Hay
License	Mozilla Public License, v. 2.0.
Maintainer	Brendan Hay
Stability	auto-generated
Portability	non-portable (GHC extensions)
Safe Haskell	Safe-Inferred
Language	Haskell2010

Amazonka.SageMaker.Types.ProfilerConfigForUpdate

Description

Documentation

data ProfilerConfigForUpdate Source #

Configuration information for updating the Amazon SageMaker Debugger profile parameters, system and framework metrics configurations, and storage paths.

See: newProfilerConfigForUpdate smart constructor.

Constructors

ProfilerConfigForUpdate'

Fields

disableProfiler :: Maybe Bool
To turn off Amazon SageMaker Debugger monitoring and profiling while a training job is in progress, set to True.
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.
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.
s3OutputPath :: Maybe Text
Path to Amazon S3 storage location for system and framework metrics.

Instances

Instances details

ToJSON ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods toJSON :: ProfilerConfigForUpdate -> Value # toEncoding :: ProfilerConfigForUpdate -> Encoding # toJSONList :: [ProfilerConfigForUpdate] -> Value # toEncodingList :: [ProfilerConfigForUpdate] -> Encoding #
Generic ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Associated Types type Rep ProfilerConfigForUpdate :: Type -> Type # Methods from :: ProfilerConfigForUpdate -> Rep ProfilerConfigForUpdate x # to :: Rep ProfilerConfigForUpdate x -> ProfilerConfigForUpdate #
Read ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods readsPrec :: Int -> ReadS ProfilerConfigForUpdate # readList :: ReadS [ProfilerConfigForUpdate] # readPrec :: ReadPrec ProfilerConfigForUpdate # readListPrec :: ReadPrec [ProfilerConfigForUpdate] #
Show ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods showsPrec :: Int -> ProfilerConfigForUpdate -> ShowS # show :: ProfilerConfigForUpdate -> String # showList :: [ProfilerConfigForUpdate] -> ShowS #
NFData ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods rnf :: ProfilerConfigForUpdate -> () #
Eq ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods (==) :: ProfilerConfigForUpdate -> ProfilerConfigForUpdate -> Bool # (/=) :: ProfilerConfigForUpdate -> ProfilerConfigForUpdate -> Bool #
Hashable ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate Methods hashWithSalt :: Int -> ProfilerConfigForUpdate -> Int # hash :: ProfilerConfigForUpdate -> Int #
type Rep ProfilerConfigForUpdate Source #
Instance details Defined in Amazonka.SageMaker.Types.ProfilerConfigForUpdate type Rep ProfilerConfigForUpdate = D1 ('MetaData "ProfilerConfigForUpdate" "Amazonka.SageMaker.Types.ProfilerConfigForUpdate" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "ProfilerConfigForUpdate'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "disableProfiler") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Bool)) :: S1 ('MetaSel ('Just "profilingIntervalInMilliseconds") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Integer))) :: (S1 ('MetaSel ('Just "profilingParameters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (HashMap Text Text))) :*: S1 ('MetaSel ('Just "s3OutputPath") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)))))

newProfilerConfigForUpdate :: ProfilerConfigForUpdate Source #

Create a value of ProfilerConfigForUpdate 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:disableProfiler:ProfilerConfigForUpdate', profilerConfigForUpdate_disableProfiler - To turn off Amazon SageMaker Debugger monitoring and profiling while a training job is in progress, set to True.

$sel:profilingIntervalInMilliseconds:ProfilerConfigForUpdate', profilerConfigForUpdate_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:profilingParameters:ProfilerConfigForUpdate', profilerConfigForUpdate_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:s3OutputPath:ProfilerConfigForUpdate', profilerConfigForUpdate_s3OutputPath - Path to Amazon S3 storage location for system and framework metrics.

profilerConfigForUpdate_disableProfiler :: Lens' ProfilerConfigForUpdate (Maybe Bool) Source #

To turn off Amazon SageMaker Debugger monitoring and profiling while a training job is in progress, set to True.

profilerConfigForUpdate_profilingIntervalInMilliseconds :: Lens' ProfilerConfigForUpdate (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.

profilerConfigForUpdate_profilingParameters :: Lens' ProfilerConfigForUpdate (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.

profilerConfigForUpdate_s3OutputPath :: Lens' ProfilerConfigForUpdate (Maybe Text) Source #

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