pub struct MultiHeadAttention { /* private fields */ }Expand description
Multi-head attention mechanism
Implementations§
Source§impl MultiHeadAttention
impl MultiHeadAttention
Sourcepub fn new(_dmodel: usize, num_heads: usize, dropoutp: f64) -> Result<Self>
pub fn new(_dmodel: usize, num_heads: usize, dropoutp: f64) -> Result<Self>
Create new multi-head attention layer
Sourcepub fn forward(
&self,
query: ArrayView2<'_, f64>,
key: ArrayView2<'_, f64>,
value: ArrayView2<'_, f64>,
mask: Option<ArrayView2<'_, bool>>,
) -> Result<Array2<f64>>
pub fn forward( &self, query: ArrayView2<'_, f64>, key: ArrayView2<'_, f64>, value: ArrayView2<'_, f64>, mask: Option<ArrayView2<'_, bool>>, ) -> Result<Array2<f64>>
Forward pass through multi-head attention
Sourcepub fn set_training(&mut self, training: bool)
pub fn set_training(&mut self, training: bool)
Set training mode for dropout
Auto Trait Implementations§
impl Freeze for MultiHeadAttention
impl RefUnwindSafe for MultiHeadAttention
impl Send for MultiHeadAttention
impl Sync for MultiHeadAttention
impl Unpin for MultiHeadAttention
impl UnwindSafe for MultiHeadAttention
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