{-# LANGUAGE DeriveGeneric #-}
{-# LANGUAGE DuplicateRecordFields #-}
{-# LANGUAGE NamedFieldPuns #-}
{-# LANGUAGE OverloadedStrings #-}
{-# LANGUAGE RecordWildCards #-}
{-# LANGUAGE StrictData #-}
{-# LANGUAGE NoImplicitPrelude #-}
{-# OPTIONS_GHC -fno-warn-unused-imports #-}
{-# OPTIONS_GHC -fno-warn-unused-matches #-}
module Amazonka.SageMaker.Types.HyperParameterTrainingJobDefinition where
import qualified Amazonka.Core as Core
import qualified Amazonka.Core.Lens.Internal as Lens
import qualified Amazonka.Data as Data
import qualified Amazonka.Prelude as Prelude
import Amazonka.SageMaker.Types.Channel
import Amazonka.SageMaker.Types.CheckpointConfig
import Amazonka.SageMaker.Types.HyperParameterAlgorithmSpecification
import Amazonka.SageMaker.Types.HyperParameterTuningJobObjective
import Amazonka.SageMaker.Types.HyperParameterTuningResourceConfig
import Amazonka.SageMaker.Types.OutputDataConfig
import Amazonka.SageMaker.Types.ParameterRanges
import Amazonka.SageMaker.Types.ResourceConfig
import Amazonka.SageMaker.Types.RetryStrategy
import Amazonka.SageMaker.Types.StoppingCondition
import Amazonka.SageMaker.Types.VpcConfig
data HyperParameterTrainingJobDefinition = HyperParameterTrainingJobDefinition'
{ HyperParameterTrainingJobDefinition -> Maybe CheckpointConfig
checkpointConfig :: Prelude.Maybe CheckpointConfig,
HyperParameterTrainingJobDefinition -> Maybe Text
definitionName :: Prelude.Maybe Prelude.Text,
HyperParameterTrainingJobDefinition -> Maybe Bool
enableInterContainerTrafficEncryption :: Prelude.Maybe Prelude.Bool,
HyperParameterTrainingJobDefinition -> Maybe Bool
enableManagedSpotTraining :: Prelude.Maybe Prelude.Bool,
HyperParameterTrainingJobDefinition -> Maybe Bool
enableNetworkIsolation :: Prelude.Maybe Prelude.Bool,
HyperParameterTrainingJobDefinition -> Maybe ParameterRanges
hyperParameterRanges :: Prelude.Maybe ParameterRanges,
HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig :: Prelude.Maybe HyperParameterTuningResourceConfig,
HyperParameterTrainingJobDefinition -> Maybe (NonEmpty Channel)
inputDataConfig :: Prelude.Maybe (Prelude.NonEmpty Channel),
HyperParameterTrainingJobDefinition -> Maybe ResourceConfig
resourceConfig :: Prelude.Maybe ResourceConfig,
HyperParameterTrainingJobDefinition -> Maybe RetryStrategy
retryStrategy :: Prelude.Maybe RetryStrategy,
HyperParameterTrainingJobDefinition -> Maybe (HashMap Text Text)
staticHyperParameters :: Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text),
HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningJobObjective
tuningObjective :: Prelude.Maybe HyperParameterTuningJobObjective,
HyperParameterTrainingJobDefinition -> Maybe VpcConfig
vpcConfig :: Prelude.Maybe VpcConfig,
HyperParameterTrainingJobDefinition
-> HyperParameterAlgorithmSpecification
algorithmSpecification :: HyperParameterAlgorithmSpecification,
HyperParameterTrainingJobDefinition -> Text
roleArn :: Prelude.Text,
HyperParameterTrainingJobDefinition -> OutputDataConfig
outputDataConfig :: OutputDataConfig,
HyperParameterTrainingJobDefinition -> StoppingCondition
stoppingCondition :: StoppingCondition
}
deriving (HyperParameterTrainingJobDefinition
-> HyperParameterTrainingJobDefinition -> Bool
forall a. (a -> a -> Bool) -> (a -> a -> Bool) -> Eq a
/= :: HyperParameterTrainingJobDefinition
-> HyperParameterTrainingJobDefinition -> Bool
$c/= :: HyperParameterTrainingJobDefinition
-> HyperParameterTrainingJobDefinition -> Bool
== :: HyperParameterTrainingJobDefinition
-> HyperParameterTrainingJobDefinition -> Bool
$c== :: HyperParameterTrainingJobDefinition
-> HyperParameterTrainingJobDefinition -> Bool
Prelude.Eq, ReadPrec [HyperParameterTrainingJobDefinition]
ReadPrec HyperParameterTrainingJobDefinition
Int -> ReadS HyperParameterTrainingJobDefinition
ReadS [HyperParameterTrainingJobDefinition]
forall a.
(Int -> ReadS a)
-> ReadS [a] -> ReadPrec a -> ReadPrec [a] -> Read a
readListPrec :: ReadPrec [HyperParameterTrainingJobDefinition]
$creadListPrec :: ReadPrec [HyperParameterTrainingJobDefinition]
readPrec :: ReadPrec HyperParameterTrainingJobDefinition
$creadPrec :: ReadPrec HyperParameterTrainingJobDefinition
readList :: ReadS [HyperParameterTrainingJobDefinition]
$creadList :: ReadS [HyperParameterTrainingJobDefinition]
readsPrec :: Int -> ReadS HyperParameterTrainingJobDefinition
$creadsPrec :: Int -> ReadS HyperParameterTrainingJobDefinition
Prelude.Read, Int -> HyperParameterTrainingJobDefinition -> ShowS
[HyperParameterTrainingJobDefinition] -> ShowS
HyperParameterTrainingJobDefinition -> String
forall a.
(Int -> a -> ShowS) -> (a -> String) -> ([a] -> ShowS) -> Show a
showList :: [HyperParameterTrainingJobDefinition] -> ShowS
$cshowList :: [HyperParameterTrainingJobDefinition] -> ShowS
show :: HyperParameterTrainingJobDefinition -> String
$cshow :: HyperParameterTrainingJobDefinition -> String
showsPrec :: Int -> HyperParameterTrainingJobDefinition -> ShowS
$cshowsPrec :: Int -> HyperParameterTrainingJobDefinition -> ShowS
Prelude.Show, forall x.
Rep HyperParameterTrainingJobDefinition x
-> HyperParameterTrainingJobDefinition
forall x.
HyperParameterTrainingJobDefinition
-> Rep HyperParameterTrainingJobDefinition x
forall a.
(forall x. a -> Rep a x) -> (forall x. Rep a x -> a) -> Generic a
$cto :: forall x.
Rep HyperParameterTrainingJobDefinition x
-> HyperParameterTrainingJobDefinition
$cfrom :: forall x.
HyperParameterTrainingJobDefinition
-> Rep HyperParameterTrainingJobDefinition x
Prelude.Generic)
newHyperParameterTrainingJobDefinition ::
HyperParameterAlgorithmSpecification ->
Prelude.Text ->
OutputDataConfig ->
StoppingCondition ->
HyperParameterTrainingJobDefinition
newHyperParameterTrainingJobDefinition :: HyperParameterAlgorithmSpecification
-> Text
-> OutputDataConfig
-> StoppingCondition
-> HyperParameterTrainingJobDefinition
newHyperParameterTrainingJobDefinition
HyperParameterAlgorithmSpecification
pAlgorithmSpecification_
Text
pRoleArn_
OutputDataConfig
pOutputDataConfig_
StoppingCondition
pStoppingCondition_ =
HyperParameterTrainingJobDefinition'
{ $sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: Maybe CheckpointConfig
checkpointConfig =
forall a. Maybe a
Prelude.Nothing,
$sel:definitionName:HyperParameterTrainingJobDefinition' :: Maybe Text
definitionName = forall a. Maybe a
Prelude.Nothing,
$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableInterContainerTrafficEncryption =
forall a. Maybe a
Prelude.Nothing,
$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableManagedSpotTraining =
forall a. Maybe a
Prelude.Nothing,
$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableNetworkIsolation =
forall a. Maybe a
Prelude.Nothing,
$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: Maybe ParameterRanges
hyperParameterRanges = forall a. Maybe a
Prelude.Nothing,
$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig =
forall a. Maybe a
Prelude.Nothing,
$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: Maybe (NonEmpty Channel)
inputDataConfig = forall a. Maybe a
Prelude.Nothing,
$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: Maybe ResourceConfig
resourceConfig = forall a. Maybe a
Prelude.Nothing,
$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: Maybe RetryStrategy
retryStrategy = forall a. Maybe a
Prelude.Nothing,
$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: Maybe (HashMap Text Text)
staticHyperParameters =
forall a. Maybe a
Prelude.Nothing,
$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: Maybe HyperParameterTuningJobObjective
tuningObjective = forall a. Maybe a
Prelude.Nothing,
$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: Maybe VpcConfig
vpcConfig = forall a. Maybe a
Prelude.Nothing,
$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterAlgorithmSpecification
algorithmSpecification =
HyperParameterAlgorithmSpecification
pAlgorithmSpecification_,
$sel:roleArn:HyperParameterTrainingJobDefinition' :: Text
roleArn = Text
pRoleArn_,
$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: OutputDataConfig
outputDataConfig = OutputDataConfig
pOutputDataConfig_,
$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: StoppingCondition
stoppingCondition =
StoppingCondition
pStoppingCondition_
}
hyperParameterTrainingJobDefinition_checkpointConfig :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe CheckpointConfig)
hyperParameterTrainingJobDefinition_checkpointConfig :: Lens' HyperParameterTrainingJobDefinition (Maybe CheckpointConfig)
hyperParameterTrainingJobDefinition_checkpointConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe CheckpointConfig
checkpointConfig :: Maybe CheckpointConfig
$sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe CheckpointConfig
checkpointConfig} -> Maybe CheckpointConfig
checkpointConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe CheckpointConfig
a -> HyperParameterTrainingJobDefinition
s {$sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: Maybe CheckpointConfig
checkpointConfig = Maybe CheckpointConfig
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_definitionName :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe Prelude.Text)
hyperParameterTrainingJobDefinition_definitionName :: Lens' HyperParameterTrainingJobDefinition (Maybe Text)
hyperParameterTrainingJobDefinition_definitionName = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe Text
definitionName :: Maybe Text
$sel:definitionName:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Text
definitionName} -> Maybe Text
definitionName) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe Text
a -> HyperParameterTrainingJobDefinition
s {$sel:definitionName:HyperParameterTrainingJobDefinition' :: Maybe Text
definitionName = Maybe Text
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_enableInterContainerTrafficEncryption :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe Prelude.Bool)
hyperParameterTrainingJobDefinition_enableInterContainerTrafficEncryption :: Lens' HyperParameterTrainingJobDefinition (Maybe Bool)
hyperParameterTrainingJobDefinition_enableInterContainerTrafficEncryption = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe Bool
enableInterContainerTrafficEncryption :: Maybe Bool
$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
enableInterContainerTrafficEncryption} -> Maybe Bool
enableInterContainerTrafficEncryption) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe Bool
a -> HyperParameterTrainingJobDefinition
s {$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableInterContainerTrafficEncryption = Maybe Bool
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_enableManagedSpotTraining :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe Prelude.Bool)
hyperParameterTrainingJobDefinition_enableManagedSpotTraining :: Lens' HyperParameterTrainingJobDefinition (Maybe Bool)
hyperParameterTrainingJobDefinition_enableManagedSpotTraining = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe Bool
enableManagedSpotTraining :: Maybe Bool
$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
enableManagedSpotTraining} -> Maybe Bool
enableManagedSpotTraining) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe Bool
a -> HyperParameterTrainingJobDefinition
s {$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableManagedSpotTraining = Maybe Bool
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_enableNetworkIsolation :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe Prelude.Bool)
hyperParameterTrainingJobDefinition_enableNetworkIsolation :: Lens' HyperParameterTrainingJobDefinition (Maybe Bool)
hyperParameterTrainingJobDefinition_enableNetworkIsolation = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe Bool
enableNetworkIsolation :: Maybe Bool
$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
enableNetworkIsolation} -> Maybe Bool
enableNetworkIsolation) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe Bool
a -> HyperParameterTrainingJobDefinition
s {$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: Maybe Bool
enableNetworkIsolation = Maybe Bool
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_hyperParameterRanges :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe ParameterRanges)
hyperParameterTrainingJobDefinition_hyperParameterRanges :: Lens' HyperParameterTrainingJobDefinition (Maybe ParameterRanges)
hyperParameterTrainingJobDefinition_hyperParameterRanges = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe ParameterRanges
hyperParameterRanges :: Maybe ParameterRanges
$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ParameterRanges
hyperParameterRanges} -> Maybe ParameterRanges
hyperParameterRanges) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe ParameterRanges
a -> HyperParameterTrainingJobDefinition
s {$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: Maybe ParameterRanges
hyperParameterRanges = Maybe ParameterRanges
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_hyperParameterTuningResourceConfig :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe HyperParameterTuningResourceConfig)
hyperParameterTrainingJobDefinition_hyperParameterTuningResourceConfig :: Lens'
HyperParameterTrainingJobDefinition
(Maybe HyperParameterTuningResourceConfig)
hyperParameterTrainingJobDefinition_hyperParameterTuningResourceConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig :: Maybe HyperParameterTuningResourceConfig
$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig} -> Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe HyperParameterTuningResourceConfig
a -> HyperParameterTrainingJobDefinition
s {$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig = Maybe HyperParameterTuningResourceConfig
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_inputDataConfig :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe (Prelude.NonEmpty Channel))
hyperParameterTrainingJobDefinition_inputDataConfig :: Lens'
HyperParameterTrainingJobDefinition (Maybe (NonEmpty Channel))
hyperParameterTrainingJobDefinition_inputDataConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe (NonEmpty Channel)
inputDataConfig :: Maybe (NonEmpty Channel)
$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (NonEmpty Channel)
inputDataConfig} -> Maybe (NonEmpty Channel)
inputDataConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe (NonEmpty Channel)
a -> HyperParameterTrainingJobDefinition
s {$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: Maybe (NonEmpty Channel)
inputDataConfig = Maybe (NonEmpty Channel)
a} :: HyperParameterTrainingJobDefinition) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall (f :: * -> *) (g :: * -> *) s t a b.
(Functor f, Functor g) =>
AnIso s t a b -> Iso (f s) (g t) (f a) (g b)
Lens.mapping forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced
hyperParameterTrainingJobDefinition_resourceConfig :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe ResourceConfig)
hyperParameterTrainingJobDefinition_resourceConfig :: Lens' HyperParameterTrainingJobDefinition (Maybe ResourceConfig)
hyperParameterTrainingJobDefinition_resourceConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe ResourceConfig
resourceConfig :: Maybe ResourceConfig
$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ResourceConfig
resourceConfig} -> Maybe ResourceConfig
resourceConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe ResourceConfig
a -> HyperParameterTrainingJobDefinition
s {$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: Maybe ResourceConfig
resourceConfig = Maybe ResourceConfig
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_retryStrategy :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe RetryStrategy)
hyperParameterTrainingJobDefinition_retryStrategy :: Lens' HyperParameterTrainingJobDefinition (Maybe RetryStrategy)
hyperParameterTrainingJobDefinition_retryStrategy = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe RetryStrategy
retryStrategy :: Maybe RetryStrategy
$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe RetryStrategy
retryStrategy} -> Maybe RetryStrategy
retryStrategy) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe RetryStrategy
a -> HyperParameterTrainingJobDefinition
s {$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: Maybe RetryStrategy
retryStrategy = Maybe RetryStrategy
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_staticHyperParameters :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe (Prelude.HashMap Prelude.Text Prelude.Text))
hyperParameterTrainingJobDefinition_staticHyperParameters :: Lens'
HyperParameterTrainingJobDefinition (Maybe (HashMap Text Text))
hyperParameterTrainingJobDefinition_staticHyperParameters = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe (HashMap Text Text)
staticHyperParameters :: Maybe (HashMap Text Text)
$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (HashMap Text Text)
staticHyperParameters} -> Maybe (HashMap Text Text)
staticHyperParameters) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe (HashMap Text Text)
a -> HyperParameterTrainingJobDefinition
s {$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: Maybe (HashMap Text Text)
staticHyperParameters = Maybe (HashMap Text Text)
a} :: HyperParameterTrainingJobDefinition) forall b c a. (b -> c) -> (a -> b) -> a -> c
Prelude.. forall (f :: * -> *) (g :: * -> *) s t a b.
(Functor f, Functor g) =>
AnIso s t a b -> Iso (f s) (g t) (f a) (g b)
Lens.mapping forall s t a b. (Coercible s a, Coercible t b) => Iso s t a b
Lens.coerced
hyperParameterTrainingJobDefinition_tuningObjective :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe HyperParameterTuningJobObjective)
hyperParameterTrainingJobDefinition_tuningObjective :: Lens'
HyperParameterTrainingJobDefinition
(Maybe HyperParameterTuningJobObjective)
hyperParameterTrainingJobDefinition_tuningObjective = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe HyperParameterTuningJobObjective
tuningObjective :: Maybe HyperParameterTuningJobObjective
$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningJobObjective
tuningObjective} -> Maybe HyperParameterTuningJobObjective
tuningObjective) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe HyperParameterTuningJobObjective
a -> HyperParameterTrainingJobDefinition
s {$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: Maybe HyperParameterTuningJobObjective
tuningObjective = Maybe HyperParameterTuningJobObjective
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_vpcConfig :: Lens.Lens' HyperParameterTrainingJobDefinition (Prelude.Maybe VpcConfig)
hyperParameterTrainingJobDefinition_vpcConfig :: Lens' HyperParameterTrainingJobDefinition (Maybe VpcConfig)
hyperParameterTrainingJobDefinition_vpcConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Maybe VpcConfig
vpcConfig :: Maybe VpcConfig
$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe VpcConfig
vpcConfig} -> Maybe VpcConfig
vpcConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Maybe VpcConfig
a -> HyperParameterTrainingJobDefinition
s {$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: Maybe VpcConfig
vpcConfig = Maybe VpcConfig
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_algorithmSpecification :: Lens.Lens' HyperParameterTrainingJobDefinition HyperParameterAlgorithmSpecification
hyperParameterTrainingJobDefinition_algorithmSpecification :: Lens'
HyperParameterTrainingJobDefinition
HyperParameterAlgorithmSpecification
hyperParameterTrainingJobDefinition_algorithmSpecification = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {HyperParameterAlgorithmSpecification
algorithmSpecification :: HyperParameterAlgorithmSpecification
$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> HyperParameterAlgorithmSpecification
algorithmSpecification} -> HyperParameterAlgorithmSpecification
algorithmSpecification) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} HyperParameterAlgorithmSpecification
a -> HyperParameterTrainingJobDefinition
s {$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterAlgorithmSpecification
algorithmSpecification = HyperParameterAlgorithmSpecification
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_roleArn :: Lens.Lens' HyperParameterTrainingJobDefinition Prelude.Text
hyperParameterTrainingJobDefinition_roleArn :: Lens' HyperParameterTrainingJobDefinition Text
hyperParameterTrainingJobDefinition_roleArn = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {Text
roleArn :: Text
$sel:roleArn:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Text
roleArn} -> Text
roleArn) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} Text
a -> HyperParameterTrainingJobDefinition
s {$sel:roleArn:HyperParameterTrainingJobDefinition' :: Text
roleArn = Text
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_outputDataConfig :: Lens.Lens' HyperParameterTrainingJobDefinition OutputDataConfig
hyperParameterTrainingJobDefinition_outputDataConfig :: Lens' HyperParameterTrainingJobDefinition OutputDataConfig
hyperParameterTrainingJobDefinition_outputDataConfig = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {OutputDataConfig
outputDataConfig :: OutputDataConfig
$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> OutputDataConfig
outputDataConfig} -> OutputDataConfig
outputDataConfig) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} OutputDataConfig
a -> HyperParameterTrainingJobDefinition
s {$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: OutputDataConfig
outputDataConfig = OutputDataConfig
a} :: HyperParameterTrainingJobDefinition)
hyperParameterTrainingJobDefinition_stoppingCondition :: Lens.Lens' HyperParameterTrainingJobDefinition StoppingCondition
hyperParameterTrainingJobDefinition_stoppingCondition :: Lens' HyperParameterTrainingJobDefinition StoppingCondition
hyperParameterTrainingJobDefinition_stoppingCondition = forall s a b t. (s -> a) -> (s -> b -> t) -> Lens s t a b
Lens.lens (\HyperParameterTrainingJobDefinition' {StoppingCondition
stoppingCondition :: StoppingCondition
$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> StoppingCondition
stoppingCondition} -> StoppingCondition
stoppingCondition) (\s :: HyperParameterTrainingJobDefinition
s@HyperParameterTrainingJobDefinition' {} StoppingCondition
a -> HyperParameterTrainingJobDefinition
s {$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: StoppingCondition
stoppingCondition = StoppingCondition
a} :: HyperParameterTrainingJobDefinition)
instance
Data.FromJSON
HyperParameterTrainingJobDefinition
where
parseJSON :: Value -> Parser HyperParameterTrainingJobDefinition
parseJSON =
forall a. String -> (Object -> Parser a) -> Value -> Parser a
Data.withObject
String
"HyperParameterTrainingJobDefinition"
( \Object
x ->
Maybe CheckpointConfig
-> Maybe Text
-> Maybe Bool
-> Maybe Bool
-> Maybe Bool
-> Maybe ParameterRanges
-> Maybe HyperParameterTuningResourceConfig
-> Maybe (NonEmpty Channel)
-> Maybe ResourceConfig
-> Maybe RetryStrategy
-> Maybe (HashMap Text Text)
-> Maybe HyperParameterTuningJobObjective
-> Maybe VpcConfig
-> HyperParameterAlgorithmSpecification
-> Text
-> OutputDataConfig
-> StoppingCondition
-> HyperParameterTrainingJobDefinition
HyperParameterTrainingJobDefinition'
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"CheckpointConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"DefinitionName")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"EnableInterContainerTrafficEncryption")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"EnableManagedSpotTraining")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"EnableNetworkIsolation")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"HyperParameterRanges")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"HyperParameterTuningResourceConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"InputDataConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"ResourceConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"RetryStrategy")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> ( Object
x
forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"StaticHyperParameters"
forall a. Parser (Maybe a) -> a -> Parser a
Data..!= forall a. Monoid a => a
Prelude.mempty
)
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"TuningObjective")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser (Maybe a)
Data..:? Key
"VpcConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"AlgorithmSpecification")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"RoleArn")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"OutputDataConfig")
forall (f :: * -> *) a b. Applicative f => f (a -> b) -> f a -> f b
Prelude.<*> (Object
x forall a. FromJSON a => Object -> Key -> Parser a
Data..: Key
"StoppingCondition")
)
instance
Prelude.Hashable
HyperParameterTrainingJobDefinition
where
hashWithSalt :: Int -> HyperParameterTrainingJobDefinition -> Int
hashWithSalt
Int
_salt
HyperParameterTrainingJobDefinition' {Maybe Bool
Maybe (NonEmpty Channel)
Maybe Text
Maybe (HashMap Text Text)
Maybe CheckpointConfig
Maybe HyperParameterTuningJobObjective
Maybe ParameterRanges
Maybe RetryStrategy
Maybe ResourceConfig
Maybe HyperParameterTuningResourceConfig
Maybe VpcConfig
Text
OutputDataConfig
StoppingCondition
HyperParameterAlgorithmSpecification
stoppingCondition :: StoppingCondition
outputDataConfig :: OutputDataConfig
roleArn :: Text
algorithmSpecification :: HyperParameterAlgorithmSpecification
vpcConfig :: Maybe VpcConfig
tuningObjective :: Maybe HyperParameterTuningJobObjective
staticHyperParameters :: Maybe (HashMap Text Text)
retryStrategy :: Maybe RetryStrategy
resourceConfig :: Maybe ResourceConfig
inputDataConfig :: Maybe (NonEmpty Channel)
hyperParameterTuningResourceConfig :: Maybe HyperParameterTuningResourceConfig
hyperParameterRanges :: Maybe ParameterRanges
enableNetworkIsolation :: Maybe Bool
enableManagedSpotTraining :: Maybe Bool
enableInterContainerTrafficEncryption :: Maybe Bool
definitionName :: Maybe Text
checkpointConfig :: Maybe CheckpointConfig
$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> StoppingCondition
$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> OutputDataConfig
$sel:roleArn:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Text
$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> HyperParameterAlgorithmSpecification
$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe VpcConfig
$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningJobObjective
$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (HashMap Text Text)
$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe RetryStrategy
$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ResourceConfig
$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (NonEmpty Channel)
$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningResourceConfig
$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ParameterRanges
$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:definitionName:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Text
$sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe CheckpointConfig
..} =
Int
_salt
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe CheckpointConfig
checkpointConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Text
definitionName
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
enableInterContainerTrafficEncryption
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
enableManagedSpotTraining
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe Bool
enableNetworkIsolation
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe ParameterRanges
hyperParameterRanges
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (NonEmpty Channel)
inputDataConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe ResourceConfig
resourceConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe RetryStrategy
retryStrategy
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe (HashMap Text Text)
staticHyperParameters
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe HyperParameterTuningJobObjective
tuningObjective
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Maybe VpcConfig
vpcConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` HyperParameterAlgorithmSpecification
algorithmSpecification
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` Text
roleArn
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` OutputDataConfig
outputDataConfig
forall a. Hashable a => Int -> a -> Int
`Prelude.hashWithSalt` StoppingCondition
stoppingCondition
instance
Prelude.NFData
HyperParameterTrainingJobDefinition
where
rnf :: HyperParameterTrainingJobDefinition -> ()
rnf HyperParameterTrainingJobDefinition' {Maybe Bool
Maybe (NonEmpty Channel)
Maybe Text
Maybe (HashMap Text Text)
Maybe CheckpointConfig
Maybe HyperParameterTuningJobObjective
Maybe ParameterRanges
Maybe RetryStrategy
Maybe ResourceConfig
Maybe HyperParameterTuningResourceConfig
Maybe VpcConfig
Text
OutputDataConfig
StoppingCondition
HyperParameterAlgorithmSpecification
stoppingCondition :: StoppingCondition
outputDataConfig :: OutputDataConfig
roleArn :: Text
algorithmSpecification :: HyperParameterAlgorithmSpecification
vpcConfig :: Maybe VpcConfig
tuningObjective :: Maybe HyperParameterTuningJobObjective
staticHyperParameters :: Maybe (HashMap Text Text)
retryStrategy :: Maybe RetryStrategy
resourceConfig :: Maybe ResourceConfig
inputDataConfig :: Maybe (NonEmpty Channel)
hyperParameterTuningResourceConfig :: Maybe HyperParameterTuningResourceConfig
hyperParameterRanges :: Maybe ParameterRanges
enableNetworkIsolation :: Maybe Bool
enableManagedSpotTraining :: Maybe Bool
enableInterContainerTrafficEncryption :: Maybe Bool
definitionName :: Maybe Text
checkpointConfig :: Maybe CheckpointConfig
$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> StoppingCondition
$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> OutputDataConfig
$sel:roleArn:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Text
$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> HyperParameterAlgorithmSpecification
$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe VpcConfig
$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningJobObjective
$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (HashMap Text Text)
$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe RetryStrategy
$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ResourceConfig
$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (NonEmpty Channel)
$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningResourceConfig
$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ParameterRanges
$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:definitionName:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Text
$sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe CheckpointConfig
..} =
forall a. NFData a => a -> ()
Prelude.rnf Maybe CheckpointConfig
checkpointConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Text
definitionName
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
enableInterContainerTrafficEncryption
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
enableManagedSpotTraining
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe Bool
enableNetworkIsolation
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe ParameterRanges
hyperParameterRanges
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (NonEmpty Channel)
inputDataConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe ResourceConfig
resourceConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe RetryStrategy
retryStrategy
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe (HashMap Text Text)
staticHyperParameters
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe HyperParameterTuningJobObjective
tuningObjective
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Maybe VpcConfig
vpcConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf HyperParameterAlgorithmSpecification
algorithmSpecification
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf Text
roleArn
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf OutputDataConfig
outputDataConfig
seq :: forall a b. a -> b -> b
`Prelude.seq` forall a. NFData a => a -> ()
Prelude.rnf StoppingCondition
stoppingCondition
instance
Data.ToJSON
HyperParameterTrainingJobDefinition
where
toJSON :: HyperParameterTrainingJobDefinition -> Value
toJSON HyperParameterTrainingJobDefinition' {Maybe Bool
Maybe (NonEmpty Channel)
Maybe Text
Maybe (HashMap Text Text)
Maybe CheckpointConfig
Maybe HyperParameterTuningJobObjective
Maybe ParameterRanges
Maybe RetryStrategy
Maybe ResourceConfig
Maybe HyperParameterTuningResourceConfig
Maybe VpcConfig
Text
OutputDataConfig
StoppingCondition
HyperParameterAlgorithmSpecification
stoppingCondition :: StoppingCondition
outputDataConfig :: OutputDataConfig
roleArn :: Text
algorithmSpecification :: HyperParameterAlgorithmSpecification
vpcConfig :: Maybe VpcConfig
tuningObjective :: Maybe HyperParameterTuningJobObjective
staticHyperParameters :: Maybe (HashMap Text Text)
retryStrategy :: Maybe RetryStrategy
resourceConfig :: Maybe ResourceConfig
inputDataConfig :: Maybe (NonEmpty Channel)
hyperParameterTuningResourceConfig :: Maybe HyperParameterTuningResourceConfig
hyperParameterRanges :: Maybe ParameterRanges
enableNetworkIsolation :: Maybe Bool
enableManagedSpotTraining :: Maybe Bool
enableInterContainerTrafficEncryption :: Maybe Bool
definitionName :: Maybe Text
checkpointConfig :: Maybe CheckpointConfig
$sel:stoppingCondition:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> StoppingCondition
$sel:outputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> OutputDataConfig
$sel:roleArn:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Text
$sel:algorithmSpecification:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> HyperParameterAlgorithmSpecification
$sel:vpcConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe VpcConfig
$sel:tuningObjective:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningJobObjective
$sel:staticHyperParameters:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (HashMap Text Text)
$sel:retryStrategy:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe RetryStrategy
$sel:resourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ResourceConfig
$sel:inputDataConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe (NonEmpty Channel)
$sel:hyperParameterTuningResourceConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition
-> Maybe HyperParameterTuningResourceConfig
$sel:hyperParameterRanges:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe ParameterRanges
$sel:enableNetworkIsolation:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableManagedSpotTraining:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:enableInterContainerTrafficEncryption:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Bool
$sel:definitionName:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe Text
$sel:checkpointConfig:HyperParameterTrainingJobDefinition' :: HyperParameterTrainingJobDefinition -> Maybe CheckpointConfig
..} =
[Pair] -> Value
Data.object
( forall a. [Maybe a] -> [a]
Prelude.catMaybes
[ (Key
"CheckpointConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe CheckpointConfig
checkpointConfig,
(Key
"DefinitionName" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Text
definitionName,
(Key
"EnableInterContainerTrafficEncryption" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
enableInterContainerTrafficEncryption,
(Key
"EnableManagedSpotTraining" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
enableManagedSpotTraining,
(Key
"EnableNetworkIsolation" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe Bool
enableNetworkIsolation,
(Key
"HyperParameterRanges" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe ParameterRanges
hyperParameterRanges,
(Key
"HyperParameterTuningResourceConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe HyperParameterTuningResourceConfig
hyperParameterTuningResourceConfig,
(Key
"InputDataConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (NonEmpty Channel)
inputDataConfig,
(Key
"ResourceConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe ResourceConfig
resourceConfig,
(Key
"RetryStrategy" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe RetryStrategy
retryStrategy,
(Key
"StaticHyperParameters" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe (HashMap Text Text)
staticHyperParameters,
(Key
"TuningObjective" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=)
forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe HyperParameterTuningJobObjective
tuningObjective,
(Key
"VpcConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..=) forall (f :: * -> *) a b. Functor f => (a -> b) -> f a -> f b
Prelude.<$> Maybe VpcConfig
vpcConfig,
forall a. a -> Maybe a
Prelude.Just
( Key
"AlgorithmSpecification"
forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= HyperParameterAlgorithmSpecification
algorithmSpecification
),
forall a. a -> Maybe a
Prelude.Just (Key
"RoleArn" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= Text
roleArn),
forall a. a -> Maybe a
Prelude.Just
(Key
"OutputDataConfig" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= OutputDataConfig
outputDataConfig),
forall a. a -> Maybe a
Prelude.Just
(Key
"StoppingCondition" forall kv v. (KeyValue kv, ToJSON v) => Key -> v -> kv
Data..= StoppingCondition
stoppingCondition)
]
)