Struct TransformerDecoder

Source

pub struct TransformerDecoder {
    pub layers: Vec<TransformerDecoderBlock>,
}

Expand description

Stack of TransformerDecoderBlock layers.

Fields§

§layers: Vec<TransformerDecoderBlock>

Implementations§

Source §

impl TransformerDecoder

Source

pub fn new( d_model: usize, num_heads: usize, d_ff: usize, num_layers: usize, ) -> Result<Self, ModelError>

Source

pub fn forward( &self, target: &Tensor, memory: &Tensor, ) -> Result<Tensor, ModelError>

Forward pass through all decoder layers.

target: [seq_t, d_model] — decoder input. memory: [seq_s, d_model] — encoder output.

Returns [seq_t, d_model].

Auto Trait Implementations§

§

impl UnwindSafe for TransformerDecoder

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 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> IntoEither for T

Source §

fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §

fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

Source §