Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Documentation

data HyperParameterTuningJobSearchEntity

An entity returned by the SearchRecord API containing the properties of a hyperparameter tuning job.

See: newHyperParameterTuningJobSearchEntity smart constructor.

Constructors

HyperParameterTuningJobSearchEntity'

Fields

• bestTrainingJob :: Maybe HyperParameterTrainingJobSummary
• creationTime :: Maybe POSIX

  The time that a hyperparameter tuning job was created.

• failureReason :: Maybe Text

  The error that was created when a hyperparameter tuning job failed.

• hyperParameterTuningEndTime :: Maybe POSIX

  The time that a hyperparameter tuning job ended.

• hyperParameterTuningJobArn :: Maybe Text

  The Amazon Resource Name (ARN) of a hyperparameter tuning job.

• hyperParameterTuningJobConfig :: Maybe HyperParameterTuningJobConfig
• hyperParameterTuningJobName :: Maybe Text

  The name of a hyperparameter tuning job.

• hyperParameterTuningJobStatus :: Maybe HyperParameterTuningJobStatus

  The status of a hyperparameter tuning job.

• lastModifiedTime :: Maybe POSIX

  The time that a hyperparameter tuning job was last modified.

• objectiveStatusCounters :: Maybe ObjectiveStatusCounters
• overallBestTrainingJob :: Maybe HyperParameterTrainingJobSummary
• tags :: Maybe [Tag]

  The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

• trainingJobDefinition :: Maybe HyperParameterTrainingJobDefinition
• trainingJobDefinitions :: Maybe (NonEmpty HyperParameterTrainingJobDefinition)

  The job definitions included in a hyperparameter tuning job.

• trainingJobStatusCounters :: Maybe TrainingJobStatusCounters
• warmStartConfig :: Maybe HyperParameterTuningJobWarmStartConfig

Instances

FromJSON HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

parseJSON :: Value -> Parser HyperParameterTuningJobSearchEntity

parseJSONList :: Value -> Parser [HyperParameterTuningJobSearchEntity]

Generic HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Associated Types

type Rep HyperParameterTuningJobSearchEntity :: Type -> Type

Methods

from :: HyperParameterTuningJobSearchEntity -> Rep HyperParameterTuningJobSearchEntity x

to :: Rep HyperParameterTuningJobSearchEntity x -> HyperParameterTuningJobSearchEntity

Read HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

readsPrec :: Int -> ReadS HyperParameterTuningJobSearchEntity

readList :: ReadS [HyperParameterTuningJobSearchEntity]

readPrec :: ReadPrec HyperParameterTuningJobSearchEntity

readListPrec :: ReadPrec [HyperParameterTuningJobSearchEntity]

Show HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

showsPrec :: Int -> HyperParameterTuningJobSearchEntity -> ShowS

show :: HyperParameterTuningJobSearchEntity -> String

showList :: [HyperParameterTuningJobSearchEntity] -> ShowS

NFData HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

rnf :: HyperParameterTuningJobSearchEntity -> ()

Eq HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

(==) :: HyperParameterTuningJobSearchEntity -> HyperParameterTuningJobSearchEntity -> Bool

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

Hashable HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

hashWithSalt :: Int -> HyperParameterTuningJobSearchEntity -> Int

hash :: HyperParameterTuningJobSearchEntity -> Int

type Rep HyperParameterTuningJobSearchEntity

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

type Rep HyperParameterTuningJobSearchEntity = D1 ('MetaData "HyperParameterTuningJobSearchEntity" "Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity" "amazonka-sagemaker-2.0-9SyrKZ4KqhsL1qX9u3ILA3" 'False) (C1 ('MetaCons "HyperParameterTuningJobSearchEntity'" 'PrefixI 'True) ((((S1 ('MetaSel ('Just "bestTrainingJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTrainingJobSummary)) :*: S1 ('MetaSel ('Just "creationTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX))) :*: (S1 ('MetaSel ('Just "failureReason") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "hyperParameterTuningEndTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)))) :*: ((S1 ('MetaSel ('Just "hyperParameterTuningJobArn") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "hyperParameterTuningJobConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTuningJobConfig))) :*: (S1 ('MetaSel ('Just "hyperParameterTuningJobName") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe Text)) :*: S1 ('MetaSel ('Just "hyperParameterTuningJobStatus") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTuningJobStatus))))) :*: (((S1 ('MetaSel ('Just "lastModifiedTime") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe POSIX)) :*: S1 ('MetaSel ('Just "objectiveStatusCounters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe ObjectiveStatusCounters))) :*: (S1 ('MetaSel ('Just "overallBestTrainingJob") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTrainingJobSummary)) :*: S1 ('MetaSel ('Just "tags") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe [Tag])))) :*: ((S1 ('MetaSel ('Just "trainingJobDefinition") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTrainingJobDefinition)) :*: S1 ('MetaSel ('Just "trainingJobDefinitions") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe (NonEmpty HyperParameterTrainingJobDefinition)))) :*: (S1 ('MetaSel ('Just "trainingJobStatusCounters") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe TrainingJobStatusCounters)) :*: S1 ('MetaSel ('Just "warmStartConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterTuningJobWarmStartConfig)))))))

newHyperParameterTuningJobSearchEntity :: HyperParameterTuningJobSearchEntity

Create a value of HyperParameterTuningJobSearchEntity 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:bestTrainingJob:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_bestTrainingJob - Undocumented member.

HyperParameterTuningJobSearchEntity, hyperParameterTuningJobSearchEntity_creationTime - The time that a hyperparameter tuning job was created.

HyperParameterTuningJobSearchEntity, hyperParameterTuningJobSearchEntity_failureReason - The error that was created when a hyperparameter tuning job failed.

$sel:hyperParameterTuningEndTime:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_hyperParameterTuningEndTime - The time that a hyperparameter tuning job ended.

$sel:hyperParameterTuningJobArn:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_hyperParameterTuningJobArn - The Amazon Resource Name (ARN) of a hyperparameter tuning job.

$sel:hyperParameterTuningJobConfig:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_hyperParameterTuningJobConfig - Undocumented member.

$sel:hyperParameterTuningJobName:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_hyperParameterTuningJobName - The name of a hyperparameter tuning job.

$sel:hyperParameterTuningJobStatus:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_hyperParameterTuningJobStatus - The status of a hyperparameter tuning job.

$sel:lastModifiedTime:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_lastModifiedTime - The time that a hyperparameter tuning job was last modified.

$sel:objectiveStatusCounters:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_objectiveStatusCounters - Undocumented member.

$sel:overallBestTrainingJob:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_overallBestTrainingJob - Undocumented member.

$sel:tags:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_tags - The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

$sel:trainingJobDefinition:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_trainingJobDefinition - Undocumented member.

$sel:trainingJobDefinitions:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_trainingJobDefinitions - The job definitions included in a hyperparameter tuning job.

$sel:trainingJobStatusCounters:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_trainingJobStatusCounters - Undocumented member.

$sel:warmStartConfig:HyperParameterTuningJobSearchEntity', hyperParameterTuningJobSearchEntity_warmStartConfig - Undocumented member.

hyperParameterTuningJobSearchEntity_bestTrainingJob :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTrainingJobSummary)

Undocumented member.

hyperParameterTuningJobSearchEntity_creationTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime)

The time that a hyperparameter tuning job was created.

hyperParameterTuningJobSearchEntity_failureReason :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text)

The error that was created when a hyperparameter tuning job failed.

hyperParameterTuningJobSearchEntity_hyperParameterTuningEndTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime)

The time that a hyperparameter tuning job ended.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobArn :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text)

The Amazon Resource Name (ARN) of a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobConfig :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobConfig)

Undocumented member.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobName :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text)

The name of a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobStatus :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobStatus)

The status of a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_lastModifiedTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime)

The time that a hyperparameter tuning job was last modified.

hyperParameterTuningJobSearchEntity_objectiveStatusCounters :: Lens' HyperParameterTuningJobSearchEntity (Maybe ObjectiveStatusCounters)

Undocumented member.

hyperParameterTuningJobSearchEntity_overallBestTrainingJob :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTrainingJobSummary)

Undocumented member.

hyperParameterTuningJobSearchEntity_tags :: Lens' HyperParameterTuningJobSearchEntity (Maybe [Tag])

The tags associated with a hyperparameter tuning job. For more information see Tagging Amazon Web Services resources.

hyperParameterTuningJobSearchEntity_trainingJobDefinition :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTrainingJobDefinition)

Undocumented member.

hyperParameterTuningJobSearchEntity_trainingJobDefinitions :: Lens' HyperParameterTuningJobSearchEntity (Maybe (NonEmpty HyperParameterTrainingJobDefinition))

The job definitions included in a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_trainingJobStatusCounters :: Lens' HyperParameterTuningJobSearchEntity (Maybe TrainingJobStatusCounters)

Undocumented member.

hyperParameterTuningJobSearchEntity_warmStartConfig :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobWarmStartConfig)

Undocumented member.