Skip to main content

GraphRoPEAttention

Struct GraphRoPEAttention 

Source
pub struct GraphRoPEAttention { /* private fields */ }
Expand description

Graph RoPE attention (Rotary Position Embeddings for graphs)

Implementations§

Source§

impl GraphRoPEAttention

Source

pub fn instance_of<V: NapiRaw>(env: Env, value: V) -> Result<bool>

Source§

impl GraphRoPEAttention

Source§

impl GraphRoPEAttention

Source

pub fn new(config: RoPEConfig) -> Self

Create a new Graph RoPE attention instance

§Arguments
  • config - RoPE configuration
Source

pub fn simple(dim: u32, max_position: u32) -> Self

Create with simple parameters

Source

pub fn compute( &self, query: Float32Array, keys: Vec<Float32Array>, values: Vec<Float32Array>, ) -> Result<Float32Array>

Compute attention without positional encoding

Source

pub fn compute_with_positions( &self, query: Float32Array, keys: Vec<Float32Array>, values: Vec<Float32Array>, query_position: u32, key_positions: Vec<u32>, ) -> Result<Float32Array>

Compute attention with graph positions

§Arguments
  • query - Query vector
  • keys - Array of key vectors
  • values - Array of value vectors
  • query_position - Position of query node
  • key_positions - Positions of key nodes (e.g., hop distances)
Source

pub fn apply_rotary(&self, vector: Float32Array, position: u32) -> Float32Array

Apply rotary embedding to a vector

Source

pub fn distance_to_position(distance: u32, max_distance: u32) -> u32

Convert graph distance to position bucket

Source

pub fn dim(&self) -> u32

Get the dimension

Source

pub fn max_position(&self) -> u32

Get the max position

Trait Implementations§

Source§

impl FromNapiMutRef for GraphRoPEAttention

Source§

unsafe fn from_napi_mut_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static mut Self>

Safety Read more
Source§

impl FromNapiRef for GraphRoPEAttention

Source§

unsafe fn from_napi_ref( env: napi_env, napi_val: napi_value, ) -> Result<&'static Self>

Safety Read more
Source§

impl FromNapiValue for &GraphRoPEAttention

Source§

unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety Read more
Source§

fn from_unknown(value: JsUnknown) -> Result<Self, Error>

Source§

impl FromNapiValue for &mut GraphRoPEAttention

Source§

unsafe fn from_napi_value(env: napi_env, napi_val: napi_value) -> Result<Self>

Safety Read more
Source§

fn from_unknown(value: JsUnknown) -> Result<Self, Error>

Source§

impl ObjectFinalize for GraphRoPEAttention

Source§

fn finalize(self, env: Env) -> Result<(), Error>

Source§

impl ToNapiValue for GraphRoPEAttention

Source§

impl TypeName for &GraphRoPEAttention

Source§

impl TypeName for &mut GraphRoPEAttention

Source§

impl TypeName for GraphRoPEAttention

Source§

impl ValidateNapiValue for &GraphRoPEAttention

Source§

unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety Read more
Source§

impl ValidateNapiValue for &mut GraphRoPEAttention

Source§

unsafe fn validate(env: napi_env, napi_val: napi_value) -> Result<napi_value>

Safety Read more

Auto Trait Implementations§

Blanket Implementations§

Source§

impl<T> Any for T
where T: 'static + ?Sized,

Source§

fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more
Source§

impl<T> Borrow<T> for T
where T: ?Sized,

Source§

fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more
Source§

impl<T> BorrowMut<T> for T
where T: ?Sized,

Source§

fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more
Source§

impl<T> From<T> for T

Source§

fn from(t: T) -> T

Returns the argument unchanged.

Source§

impl<T, U> Into<U> for T
where U: From<T>,

Source§

fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

Source§

impl<T> JsValuesTupleIntoVec for T
where T: ToNapiValue,

Source§

impl<T, U> TryFrom<U> for T
where U: Into<T>,

Source§

type Error = Infallible

The type returned in the event of a conversion error.
Source§

fn try_from(value: U) -> Result<T, <T as TryFrom<U>>::Error>

Performs the conversion.
Source§

impl<T, U> TryInto<U> for T
where U: TryFrom<T>,

Source§

type Error = <U as TryFrom<T>>::Error

The type returned in the event of a conversion error.
Source§

fn try_into(self) -> Result<U, <U as TryFrom<T>>::Error>

Performs the conversion.
Source§

impl<V, T> VZip<V> for T
where V: MultiLane<T>,

Source§

fn vzip(self) -> V