Struct DiffusionConfig 

pub struct DiffusionConfig {
    pub dim: usize,
    pub diffusion_time: f32,
    pub num_steps: usize,
    pub sigma: f32,
    pub knn_k: usize,
    pub laplacian_type: LaplacianType,
    pub temperature: f32,
}

Diffusion attention configuration

Fields

dim: usize

Model dimension

diffusion_time: f32

Total diffusion time

num_steps: usize

Number of diffusion steps

sigma: f32

Sigma for Gaussian kernel

knn_k: usize

Use k-NN sparse Laplacian (0 = dense)

laplacian_type: LaplacianType

Laplacian type

temperature: f32

Temperature for final softmax

Trait Implementations

impl Clone for DiffusionConfig

fn clone(&self) -> DiffusionConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for DiffusionConfig

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

Formats the value using the given formatter.

impl Default for DiffusionConfig

fn default() -> Self

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for DiffusionConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for DiffusionConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.