Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Documentation

data HyperParameterTuningJobSummary

Provides summary information about a hyperparameter tuning job.

See: newHyperParameterTuningJobSummary smart constructor.

Constructors

HyperParameterTuningJobSummary'

Fields

• hyperParameterTuningEndTime :: Maybe POSIX

  The date and time that the tuning job ended.

• lastModifiedTime :: Maybe POSIX

  The date and time that the tuning job was modified.

• resourceLimits :: Maybe ResourceLimits

  The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.

• hyperParameterTuningJobName :: Text

  The name of the tuning job.

• hyperParameterTuningJobArn :: Text

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

• hyperParameterTuningJobStatus :: HyperParameterTuningJobStatus

  The status of the tuning job.

• strategy :: HyperParameterTuningJobStrategyType

  Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.

• creationTime :: POSIX

  The date and time that the tuning job was created.

• trainingJobStatusCounters :: TrainingJobStatusCounters

  The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.

• objectiveStatusCounters :: ObjectiveStatusCounters

  The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.

Instances

FromJSON HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

parseJSON :: Value -> Parser HyperParameterTuningJobSummary

parseJSONList :: Value -> Parser [HyperParameterTuningJobSummary]

Generic HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Associated Types

type Rep HyperParameterTuningJobSummary :: Type -> Type

Methods

from :: HyperParameterTuningJobSummary -> Rep HyperParameterTuningJobSummary x

to :: Rep HyperParameterTuningJobSummary x -> HyperParameterTuningJobSummary

Read HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

readsPrec :: Int -> ReadS HyperParameterTuningJobSummary

readList :: ReadS [HyperParameterTuningJobSummary]

readPrec :: ReadPrec HyperParameterTuningJobSummary

readListPrec :: ReadPrec [HyperParameterTuningJobSummary]

Show HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

showsPrec :: Int -> HyperParameterTuningJobSummary -> ShowS

show :: HyperParameterTuningJobSummary -> String

showList :: [HyperParameterTuningJobSummary] -> ShowS

NFData HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

rnf :: HyperParameterTuningJobSummary -> ()

Eq HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

(==) :: HyperParameterTuningJobSummary -> HyperParameterTuningJobSummary -> Bool

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

Hashable HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

Methods

hashWithSalt :: Int -> HyperParameterTuningJobSummary -> Int

hash :: HyperParameterTuningJobSummary -> Int

type Rep HyperParameterTuningJobSummary

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSummary

type Rep HyperParameterTuningJobSummary = D1 ('MetaData "HyperParameterTuningJobSummary" "Amazonka.SageMaker.Types.HyperParameterTuningJobSummary" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "HyperParameterTuningJobSummary'" 'PrefixI 'True) (((S1 ('MetaSel ('Just "hyperParameterTuningEndTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX))) :*: (S1 ('MetaSel ('Just "resourceLimits") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ResourceLimits)) :*: (S1 ('MetaSel ('Just "hyperParameterTuningJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text) :*: S1 ('MetaSel ('Just "hyperParameterTuningJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 Text)))) :*: ((S1 ('MetaSel ('Just "hyperParameterTuningJobStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 HyperParameterTuningJobStatus) :*: S1 ('MetaSel ('Just "strategy") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 HyperParameterTuningJobStrategyType)) :*: (S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 POSIX) :*: (S1 ('MetaSel ('Just "trainingJobStatusCounters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 TrainingJobStatusCounters) :*: S1 ('MetaSel ('Just "objectiveStatusCounters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 ObjectiveStatusCounters))))))

newHyperParameterTuningJobSummary

Arguments

:: Text

$sel:hyperParameterTuningJobName:HyperParameterTuningJobSummary'

-> Text

$sel:hyperParameterTuningJobArn:HyperParameterTuningJobSummary'

-> HyperParameterTuningJobStatus

$sel:hyperParameterTuningJobStatus:HyperParameterTuningJobSummary'

-> HyperParameterTuningJobStrategyType

$sel:strategy:HyperParameterTuningJobSummary'

-> UTCTime

$sel:creationTime:HyperParameterTuningJobSummary'

-> TrainingJobStatusCounters

$sel:trainingJobStatusCounters:HyperParameterTuningJobSummary'

-> ObjectiveStatusCounters

$sel:objectiveStatusCounters:HyperParameterTuningJobSummary'

-> HyperParameterTuningJobSummary

Create a value of HyperParameterTuningJobSummary 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:hyperParameterTuningEndTime:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_hyperParameterTuningEndTime - The date and time that the tuning job ended.

$sel:lastModifiedTime:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_lastModifiedTime - The date and time that the tuning job was modified.

$sel:resourceLimits:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_resourceLimits - The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.

$sel:hyperParameterTuningJobName:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_hyperParameterTuningJobName - The name of the tuning job.

$sel:hyperParameterTuningJobArn:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_hyperParameterTuningJobArn - The Amazon Resource Name (ARN) of the tuning job.

$sel:hyperParameterTuningJobStatus:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_hyperParameterTuningJobStatus - The status of the tuning job.

$sel:strategy:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_strategy - Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.

$sel:creationTime:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_creationTime - The date and time that the tuning job was created.

$sel:trainingJobStatusCounters:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_trainingJobStatusCounters - The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.

$sel:objectiveStatusCounters:HyperParameterTuningJobSummary', hyperParameterTuningJobSummary_objectiveStatusCounters - The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.

hyperParameterTuningJobSummary_hyperParameterTuningEndTime :: Lens' HyperParameterTuningJobSummary (Maybe UTCTime)

The date and time that the tuning job ended.

hyperParameterTuningJobSummary_lastModifiedTime :: Lens' HyperParameterTuningJobSummary (Maybe UTCTime)

The date and time that the tuning job was modified.

hyperParameterTuningJobSummary_resourceLimits :: Lens' HyperParameterTuningJobSummary (Maybe ResourceLimits)

The ResourceLimits object that specifies the maximum number of training jobs and parallel training jobs allowed for this tuning job.

hyperParameterTuningJobSummary_hyperParameterTuningJobName :: Lens' HyperParameterTuningJobSummary Text

The name of the tuning job.

hyperParameterTuningJobSummary_hyperParameterTuningJobArn :: Lens' HyperParameterTuningJobSummary Text

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

hyperParameterTuningJobSummary_hyperParameterTuningJobStatus :: Lens' HyperParameterTuningJobSummary HyperParameterTuningJobStatus

The status of the tuning job.

hyperParameterTuningJobSummary_strategy :: Lens' HyperParameterTuningJobSummary HyperParameterTuningJobStrategyType

Specifies the search strategy hyperparameter tuning uses to choose which hyperparameters to evaluate at each iteration.

hyperParameterTuningJobSummary_creationTime :: Lens' HyperParameterTuningJobSummary UTCTime

The date and time that the tuning job was created.

hyperParameterTuningJobSummary_trainingJobStatusCounters :: Lens' HyperParameterTuningJobSummary TrainingJobStatusCounters

The TrainingJobStatusCounters object that specifies the numbers of training jobs, categorized by status, that this tuning job launched.

hyperParameterTuningJobSummary_objectiveStatusCounters :: Lens' HyperParameterTuningJobSummary ObjectiveStatusCounters

The ObjectiveStatusCounters object that specifies the numbers of training jobs, categorized by objective metric status, that this tuning job launched.