google.cloud.aiplatform.v1.FeatureNoiseSigma.NoiseSigmaForFeature
*/
class NoiseSigmaForFeature extends \Google\Protobuf\Internal\Message
{
/**
* The name of the input feature for which noise sigma is provided. The
* features are defined in
* [explanation metadata
* inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
*
* Generated from protobuf field string name = 1;
*/
private $name = '';
/**
* 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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
* but represents the noise added to the current feature. Defaults to 0.1.
*
* Generated from protobuf field float sigma = 2;
*/
private $sigma = 0.0;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type string $name
* The name of the input feature for which noise sigma is provided. The
* features are defined in
* [explanation metadata
* inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
* @type float $sigma
* This represents the standard deviation of the Gaussian kernel that will
* be used to add noise to the feature prior to computing gradients. Similar
* to [noise_sigma][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
* but represents the noise added to the current feature. Defaults to 0.1.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Aiplatform\V1\Explanation::initOnce();
parent::__construct($data);
}
/**
* The name of the input feature for which noise sigma is provided. The
* features are defined in
* [explanation metadata
* inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
*
* Generated from protobuf field string name = 1;
* @return string
*/
public function getName()
{
return $this->name;
}
/**
* The name of the input feature for which noise sigma is provided. The
* features are defined in
* [explanation metadata
* inputs][google.cloud.aiplatform.v1.ExplanationMetadata.inputs].
*
* Generated from protobuf field string name = 1;
* @param string $var
* @return $this
*/
public function setName($var)
{
GPBUtil::checkString($var, True);
$this->name = $var;
return $this;
}
/**
* 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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
* but represents the noise added to the current feature. Defaults to 0.1.
*
* Generated from protobuf field float sigma = 2;
* @return float
*/
public function getSigma()
{
return $this->sigma;
}
/**
* 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][google.cloud.aiplatform.v1.SmoothGradConfig.noise_sigma]
* but represents the noise added to the current feature. Defaults to 0.1.
*
* Generated from protobuf field float sigma = 2;
* @param float $var
* @return $this
*/
public function setSigma($var)
{
GPBUtil::checkFloat($var);
$this->sigma = $var;
return $this;
}
}