amazonka-sagemaker-2.0: Amazon SageMaker Service SDK.
Copyright(c) 2013-2023 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellSafe-Inferred
LanguageHaskell2010

Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Description

 
Synopsis

Documentation

data HyperParameterTuningJobSearchEntity Source #

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

See: newHyperParameterTuningJobSearchEntity smart constructor.

Constructors

HyperParameterTuningJobSearchEntity' 

Fields

Instances

Instances details
FromJSON HyperParameterTuningJobSearchEntity Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

parseJSON :: Value -> Parser HyperParameterTuningJobSearchEntity #

parseJSONList :: Value -> Parser [HyperParameterTuningJobSearchEntity] #

Generic HyperParameterTuningJobSearchEntity Source # 
Instance details

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 Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

readsPrec :: Int -> ReadS HyperParameterTuningJobSearchEntity #

readList :: ReadS [HyperParameterTuningJobSearchEntity] #

readPrec :: ReadPrec HyperParameterTuningJobSearchEntity #

readListPrec :: ReadPrec [HyperParameterTuningJobSearchEntity] #

Show HyperParameterTuningJobSearchEntity Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

showsPrec :: Int -> HyperParameterTuningJobSearchEntity -> ShowS #

show :: HyperParameterTuningJobSearchEntity -> String #

showList :: [HyperParameterTuningJobSearchEntity] -> ShowS #

NFData HyperParameterTuningJobSearchEntity Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

rnf :: HyperParameterTuningJobSearchEntity -> () #

Eq HyperParameterTuningJobSearchEntity Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

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

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

Hashable HyperParameterTuningJobSearchEntity Source # 
Instance details

Defined in Amazonka.SageMaker.Types.HyperParameterTuningJobSearchEntity

Methods

hashWithSalt :: Int -> HyperParameterTuningJobSearchEntity -> Int #

hash :: HyperParameterTuningJobSearchEntity -> Int #

type Rep HyperParameterTuningJobSearchEntity Source # 
Instance details

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 Source #

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) Source #

Undocumented member.

hyperParameterTuningJobSearchEntity_creationTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime) Source #

The time that a hyperparameter tuning job was created.

hyperParameterTuningJobSearchEntity_failureReason :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text) Source #

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

hyperParameterTuningJobSearchEntity_hyperParameterTuningEndTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime) Source #

The time that a hyperparameter tuning job ended.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobArn :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text) Source #

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

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobConfig :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobConfig) Source #

Undocumented member.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobName :: Lens' HyperParameterTuningJobSearchEntity (Maybe Text) Source #

The name of a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_hyperParameterTuningJobStatus :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobStatus) Source #

The status of a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_lastModifiedTime :: Lens' HyperParameterTuningJobSearchEntity (Maybe UTCTime) Source #

The time that a hyperparameter tuning job was last modified.

hyperParameterTuningJobSearchEntity_objectiveStatusCounters :: Lens' HyperParameterTuningJobSearchEntity (Maybe ObjectiveStatusCounters) Source #

Undocumented member.

hyperParameterTuningJobSearchEntity_overallBestTrainingJob :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTrainingJobSummary) Source #

Undocumented member.

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

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

hyperParameterTuningJobSearchEntity_trainingJobDefinition :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTrainingJobDefinition) Source #

Undocumented member.

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

The job definitions included in a hyperparameter tuning job.

hyperParameterTuningJobSearchEntity_trainingJobStatusCounters :: Lens' HyperParameterTuningJobSearchEntity (Maybe TrainingJobStatusCounters) Source #

Undocumented member.

hyperParameterTuningJobSearchEntity_warmStartConfig :: Lens' HyperParameterTuningJobSearchEntity (Maybe HyperParameterTuningJobWarmStartConfig) Source #

Undocumented member.