Struct GATWeights 

pub struct GATWeights {
    pub query_weights: Vec<Vec<Vec<f64>>>,
    pub key_weights: Vec<Vec<Vec<f64>>>,
    pub value_weights: Vec<Vec<Vec<f64>>>,
    pub attention_vectors: Vec<Vec<f64>>,
    pub output_weights: Vec<Vec<f64>>,
}

Attention weights for GAT layer.

Fields

query_weights: Vec<Vec<Vec<f64>>>

Query transformation weights per head.

key_weights: Vec<Vec<Vec<f64>>>

Key transformation weights per head.

value_weights: Vec<Vec<Vec<f64>>>

Value transformation weights per head.

attention_vectors: Vec<Vec<f64>>

Attention vector per head.

output_weights: Vec<Vec<f64>>

Output projection weights.

Implementations

impl GATWeights

pub fn random(input_dim: usize, config: &GraphAttentionConfig) -> Self

Create random weights for testing.

Trait Implementations

impl Clone for GATWeights

fn clone(&self) -> GATWeights

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GATWeights

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GATWeights

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GATWeights

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

where __S: Serializer,

Serialize this value into the given Serde serializer.