Struct GnnEncoderConfig 

pub struct GnnEncoderConfig {
    pub d_model: usize,
    pub num_layers: usize,
    pub d_edge: usize,
}

GNN Encoder configuration.

Fields

d_model: usize

Model dimension (node embedding size).

num_layers: usize

Number of GATv2 layers.

d_edge: usize

Edge embedding dimension.

Implementations

impl GnnEncoderConfig

pub fn new() -> Self

Create a new instance of the config.

impl GnnEncoderConfig

pub fn with_d_model(self, d_model: usize) -> Self

Model dimension (node embedding size).

pub fn with_num_layers(self, num_layers: usize) -> Self

Number of GATv2 layers.

pub fn with_d_edge(self, d_edge: usize) -> Self

Edge embedding dimension.

impl GnnEncoderConfig

pub fn init<B: Backend>(&self, device: &B::Device) -> GnnEncoder<B>

Initialize a GNN encoder.

Trait Implementations

impl Clone for GnnEncoderConfig

fn clone(&self) -> Self

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Config for GnnEncoderConfig

fn save<P>(&self, file: P) -> Result<(), Error>

where P: AsRef<Path>,

Saves the configuration to a file.

fn load<P>(file: P) -> Result<Self, ConfigError>

where P: AsRef<Path>,

Loads the configuration from a file.

fn load_binary(data: &[u8]) -> Result<Self, ConfigError>

Loads the configuration from a binary buffer.

impl Debug for GnnEncoderConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for GnnEncoderConfig

fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>

where D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Display for GnnEncoderConfig

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

Formats the value using the given formatter.

impl Serialize for GnnEncoderConfig

fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>

where S: Serializer,

Serialize this value into the given Serde serializer.