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.UpdateTrainingJob

Contents

Creating a Request
Request Lenses
Destructuring the Response
Response Lenses

Description

Update a model training job to request a new Debugger profiling configuration or to change warm pool retention length.

Synopsis

Creating a Request

data UpdateTrainingJob Source #

See: newUpdateTrainingJob smart constructor.

Constructors

UpdateTrainingJob'

Fields

profilerConfig :: Maybe ProfilerConfigForUpdate
Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.
profilerRuleConfigurations :: Maybe [ProfilerRuleConfiguration]
Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.
resourceConfig :: Maybe ResourceConfigForUpdate
The training job ResourceConfig to update warm pool retention length.
trainingJobName :: Text
The name of a training job to update the Debugger profiling configuration.

Instances

Instances details

ToJSON UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods toJSON :: UpdateTrainingJob -> Value # toEncoding :: UpdateTrainingJob -> Encoding # toJSONList :: [UpdateTrainingJob] -> Value # toEncodingList :: [UpdateTrainingJob] -> Encoding #
ToHeaders UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods toHeaders :: UpdateTrainingJob -> [Header] #
ToPath UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods toPath :: UpdateTrainingJob -> ByteString #
ToQuery UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods toQuery :: UpdateTrainingJob -> QueryString #
AWSRequest UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Associated Types type AWSResponse UpdateTrainingJob # Methods request :: (Service -> Service) -> UpdateTrainingJob -> Request UpdateTrainingJob # response :: MonadResource m => (ByteStringLazy -> IO ByteStringLazy) -> Service -> Proxy UpdateTrainingJob -> ClientResponse ClientBody -> m (Either Error (ClientResponse (AWSResponse UpdateTrainingJob))) #
Generic UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Associated Types type Rep UpdateTrainingJob :: Type -> Type # Methods from :: UpdateTrainingJob -> Rep UpdateTrainingJob x # to :: Rep UpdateTrainingJob x -> UpdateTrainingJob #
Read UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods readsPrec :: Int -> ReadS UpdateTrainingJob # readList :: ReadS [UpdateTrainingJob] # readPrec :: ReadPrec UpdateTrainingJob # readListPrec :: ReadPrec [UpdateTrainingJob] #
Show UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods showsPrec :: Int -> UpdateTrainingJob -> ShowS # show :: UpdateTrainingJob -> String # showList :: [UpdateTrainingJob] -> ShowS #
NFData UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods rnf :: UpdateTrainingJob -> () #
Eq UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods (==) :: UpdateTrainingJob -> UpdateTrainingJob -> Bool # (/=) :: UpdateTrainingJob -> UpdateTrainingJob -> Bool #
Hashable UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods hashWithSalt :: Int -> UpdateTrainingJob -> Int # hash :: UpdateTrainingJob -> Int #
type AWSResponse UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob type AWSResponse UpdateTrainingJob = UpdateTrainingJobResponse
type Rep UpdateTrainingJob Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob type Rep UpdateTrainingJob = D1 ('MetaData "UpdateTrainingJob" "Amazonka.SageMaker.UpdateTrainingJob" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "UpdateTrainingJob'" 'PrefixI 'True) ((S1 ('MetaSel ('Just "profilerConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ProfilerConfigForUpdate)) :: S1 ('MetaSel ('Just "profilerRuleConfigurations") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [ProfilerRuleConfiguration]))) :: (S1 ('MetaSel ('Just "resourceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ResourceConfigForUpdate)) :*: S1 ('MetaSel ('Just "trainingJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text))))

newUpdateTrainingJob Source #

Arguments

:: Text	`UpdateTrainingJob`
-> UpdateTrainingJob

Create a value of UpdateTrainingJob 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:profilerConfig:UpdateTrainingJob', updateTrainingJob_profilerConfig - Configuration information for Amazon SageMaker Debugger system monitoring, framework profiling, and storage paths.

$sel:profilerRuleConfigurations:UpdateTrainingJob', updateTrainingJob_profilerRuleConfigurations - Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.

UpdateTrainingJob, updateTrainingJob_resourceConfig - The training job ResourceConfig to update warm pool retention length.

UpdateTrainingJob, updateTrainingJob_trainingJobName - The name of a training job to update the Debugger profiling configuration.

Request Lenses

updateTrainingJob_profilerConfig :: Lens' UpdateTrainingJob (Maybe ProfilerConfigForUpdate) Source #

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

updateTrainingJob_profilerRuleConfigurations :: Lens' UpdateTrainingJob (Maybe [ProfilerRuleConfiguration]) Source #

Configuration information for Amazon SageMaker Debugger rules for profiling system and framework metrics.

updateTrainingJob_resourceConfig :: Lens' UpdateTrainingJob (Maybe ResourceConfigForUpdate) Source #

The training job ResourceConfig to update warm pool retention length.

updateTrainingJob_trainingJobName :: Lens' UpdateTrainingJob Text Source #

The name of a training job to update the Debugger profiling configuration.

Destructuring the Response

data UpdateTrainingJobResponse Source #

See: newUpdateTrainingJobResponse smart constructor.

Constructors

UpdateTrainingJobResponse'
Fields httpStatus :: Int The response's http status code. trainingJobArn :: Text The Amazon Resource Name (ARN) of the training job.

Instances

Instances details

Generic UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Associated Types type Rep UpdateTrainingJobResponse :: Type -> Type # Methods from :: UpdateTrainingJobResponse -> Rep UpdateTrainingJobResponse x # to :: Rep UpdateTrainingJobResponse x -> UpdateTrainingJobResponse #
Read UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods readsPrec :: Int -> ReadS UpdateTrainingJobResponse # readList :: ReadS [UpdateTrainingJobResponse] # readPrec :: ReadPrec UpdateTrainingJobResponse # readListPrec :: ReadPrec [UpdateTrainingJobResponse] #
Show UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods showsPrec :: Int -> UpdateTrainingJobResponse -> ShowS # show :: UpdateTrainingJobResponse -> String # showList :: [UpdateTrainingJobResponse] -> ShowS #
NFData UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods rnf :: UpdateTrainingJobResponse -> () #
Eq UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob Methods (==) :: UpdateTrainingJobResponse -> UpdateTrainingJobResponse -> Bool # (/=) :: UpdateTrainingJobResponse -> UpdateTrainingJobResponse -> Bool #
type Rep UpdateTrainingJobResponse Source #
Instance details Defined in Amazonka.SageMaker.UpdateTrainingJob type Rep UpdateTrainingJobResponse = D1 ('MetaData "UpdateTrainingJobResponse" "Amazonka.SageMaker.UpdateTrainingJob" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "UpdateTrainingJobResponse'" 'PrefixI 'True) (S1 ('MetaSel ('Just "httpStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Int) :*: S1 ('MetaSel ('Just "trainingJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))

newUpdateTrainingJobResponse Source #

Arguments

:: Int	`$sel:httpStatus:UpdateTrainingJobResponse'`
-> Text	`UpdateTrainingJobResponse`
-> UpdateTrainingJobResponse

Create a value of UpdateTrainingJobResponse 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:httpStatus:UpdateTrainingJobResponse', updateTrainingJobResponse_httpStatus - The response's http status code.

UpdateTrainingJobResponse, updateTrainingJobResponse_trainingJobArn - The Amazon Resource Name (ARN) of the training job.

Response Lenses

updateTrainingJobResponse_httpStatus :: Lens' UpdateTrainingJobResponse Int Source #

The response's http status code.

updateTrainingJobResponse_trainingJobArn :: Lens' UpdateTrainingJobResponse Text Source #

The Amazon Resource Name (ARN) of the training job.