libZSservicesZSamazonka-personalizeZSamazonka-personalize
Copyright(c) 2013-2021 Brendan Hay
LicenseMozilla Public License, v. 2.0.
MaintainerBrendan Hay <brendan.g.hay+amazonka@gmail.com>
Stabilityauto-generated
Portabilitynon-portable (GHC extensions)
Safe HaskellNone

Amazonka.Personalize.Types.HPOConfig

Description

 
Synopsis

Documentation

data HPOConfig Source #

Describes the properties for hyperparameter optimization (HPO).

See: newHPOConfig smart constructor.

Constructors

HPOConfig' 

Fields

Instances

Instances details
Eq HPOConfig Source # 
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Defined in Amazonka.Personalize.Types.HPOConfig

Read HPOConfig Source # 
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Show HPOConfig Source # 
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Generic HPOConfig Source # 
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Associated Types

type Rep HPOConfig :: Type -> Type #

NFData HPOConfig Source # 
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Defined in Amazonka.Personalize.Types.HPOConfig

Methods

rnf :: HPOConfig -> () #

Hashable HPOConfig Source # 
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ToJSON HPOConfig Source # 
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FromJSON HPOConfig Source # 
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type Rep HPOConfig Source # 
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Defined in Amazonka.Personalize.Types.HPOConfig

type Rep HPOConfig = D1 ('MetaData "HPOConfig" "Amazonka.Personalize.Types.HPOConfig" "libZSservicesZSamazonka-personalizeZSamazonka-personalize" 'False) (C1 ('MetaCons "HPOConfig'" 'PrefixI 'True) (S1 ('MetaSel ('Just "algorithmHyperParameterRanges") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HyperParameterRanges)) :*: (S1 ('MetaSel ('Just "hpoResourceConfig") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOResourceConfig)) :*: S1 ('MetaSel ('Just "hpoObjective") 'NoSourceUnpackedness 'NoSourceStrictness 'DecidedStrict) (Rec0 (Maybe HPOObjective)))))

newHPOConfig :: HPOConfig Source #

Create a value of HPOConfig 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:algorithmHyperParameterRanges:HPOConfig', hPOConfig_algorithmHyperParameterRanges - The hyperparameters and their allowable ranges.

$sel:hpoResourceConfig:HPOConfig', hPOConfig_hpoResourceConfig - Describes the resource configuration for HPO.

$sel:hpoObjective:HPOConfig', hPOConfig_hpoObjective - The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.

hPOConfig_algorithmHyperParameterRanges :: Lens' HPOConfig (Maybe HyperParameterRanges) Source #

The hyperparameters and their allowable ranges.

hPOConfig_hpoResourceConfig :: Lens' HPOConfig (Maybe HPOResourceConfig) Source #

Describes the resource configuration for HPO.

hPOConfig_hpoObjective :: Lens' HPOConfig (Maybe HPOObjective) Source #

The metric to optimize during HPO.

Amazon Personalize doesn't support configuring the hpoObjective at this time.