Copyright | (c) 2013-2021 Brendan Hay |
---|---|
License | Mozilla Public License, v. 2.0. |
Maintainer | Brendan Hay <brendan.g.hay+amazonka@gmail.com> |
Stability | auto-generated |
Portability | non-portable (GHC extensions) |
Safe Haskell | None |
Documentation
Describes the properties for hyperparameter optimization (HPO).
See: newHPOConfig
smart constructor.
HPOConfig' | |
|
Instances
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.