Struct SparseAttentionGraphConfig 

pub struct SparseAttentionGraphConfig {
    pub base_attention: AttentionConfig,
    pub pattern: SparsePatternType,
    pub exact_sparse: bool,
}

Configuration for sparse attention graph building

Fields

base_attention: AttentionConfig

Base attention configuration

pattern: SparsePatternType

Sparse pattern type

exact_sparse: bool

Whether to use exact sparse computation or approximation

Implementations

impl SparseAttentionGraphConfig

pub fn strided(base_attention: AttentionConfig, stride: usize) -> Result<Self>

Create a new strided sparse attention configuration

pub fn local( base_attention: AttentionConfig, window_size: usize, ) -> Result<Self>

Create a new local window sparse attention configuration

pub fn global_local( base_attention: AttentionConfig, window_size: usize, global_positions: Vec<usize>, ) -> Result<Self>

Create a new global-local sparse attention configuration

pub fn block_sparse( base_attention: AttentionConfig, block_size: usize, ) -> Result<Self>

Create a new block sparse attention configuration

pub fn with_exact_sparse(self, exact_sparse: bool) -> Self

Set whether to use exact sparse computation

pub fn validate(&self) -> Result<()>

Validate configuration

Trait Implementations

impl Clone for SparseAttentionGraphConfig

fn clone(&self) -> SparseAttentionGraphConfig

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for SparseAttentionGraphConfig

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

Formats the value using the given formatter.

impl<'de> Deserialize<'de> for SparseAttentionGraphConfig

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl PartialEq for SparseAttentionGraphConfig

fn eq(&self, other: &SparseAttentionGraphConfig) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for SparseAttentionGraphConfig

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for SparseAttentionGraphConfig