Struct GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

pub struct GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata {
    pub display_name_mapping_key: Option<String>,
    pub output_tensor_name: Option<String>,
    pub index_display_name_mapping: Option<Value>,
}

Metadata of the prediction output to be explained.

This type is not used in any activity, and only used as part of another schema.

Fields

display_name_mapping_key: Option<String>

Specify a field name in the prediction to look for the display name. Use this if the prediction contains the display names for the outputs. The display names in the prediction must have the same shape of the outputs, so that it can be located by Attribution.output_index for a specific output.

output_tensor_name: Option<String>

Name of the output tensor. Required and is only applicable to Vertex AI provided images for Tensorflow.

index_display_name_mapping: Option<Value>

Static mapping between the index and display name. Use this if the outputs are a deterministic n-dimensional array, e.g. a list of scores of all the classes in a pre-defined order for a multi-classification Model. It’s not feasible if the outputs are non-deterministic, e.g. the Model produces top-k classes or sort the outputs by their values. The shape of the value must be an n-dimensional array of strings. The number of dimensions must match that of the outputs to be explained. The Attribution.output_display_name is populated by locating in the mapping with Attribution.output_index.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

fn clone(&self) -> GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

fn default() -> GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ExplanationMetadataOutputMetadata