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NoiseSigmaForFeature
(
mapping
=
None
,
*
,
ignore_unknown_fields
=
False
,
**
kwargs
)
Noise sigma for a single feature.
Attributes
| Name | Description |
| name | str
The name of the input feature for which noise sigma is provided. The features are defined in [explanation metadata inputs][google.cloud.aiplatform.v1beta1.ExplanationMetadata.inputs]. |
| sigma | float
This represents the standard deviation of the Gaussian kernel that will be used to add noise to the feature prior to computing gradients. Similar to ``noise_sigma`` but represents the noise added to the current feature. Defaults to 0.1. |
