Struct LinearAttention 

pub struct LinearAttention { /* private fields */ }

Linear attention (Performer-style) with O(n) complexity

Implementations

impl LinearAttention

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

impl LinearAttention

pub fn into_reference( val: LinearAttention, env: Env, ) -> Result<Reference<LinearAttention>>

pub fn into_instance(self, env: Env) -> Result<ClassInstance<LinearAttention>>

impl LinearAttention

pub fn new(dim: u32, num_features: u32) -> Self

Create a new linear attention instance

Arguments

• dim - Embedding dimension
• num_features - Number of random features

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

Compute linear attention

pub fn dim(&self) -> u32

Get the dimension

pub fn num_features(&self) -> u32

Get the number of random features

Trait Implementations

impl FromNapiMutRef for LinearAttention

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

Safety

impl FromNapiRef for LinearAttention

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

Safety

impl FromNapiValue for &LinearAttention

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

Safety

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

impl FromNapiValue for &mut LinearAttention

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

Safety

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

impl ObjectFinalize for LinearAttention

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

impl ToNapiValue for LinearAttention

unsafe fn to_napi_value( env: napi_env, val: LinearAttention, ) -> Result<napi_value>

Safety

impl TypeName for &LinearAttention

fn type_name() -> &'static str

fn value_type() -> ValueType

impl TypeName for &mut LinearAttention

fn type_name() -> &'static str

fn value_type() -> ValueType

impl TypeName for LinearAttention

fn type_name() -> &'static str

fn value_type() -> ValueType

impl ValidateNapiValue for &LinearAttention

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

Safety

impl ValidateNapiValue for &mut LinearAttention

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

Safety