ferritin_plms::esmc::layers::transformer_stack

Struct TransformerStack

pub struct TransformerStack { /* private fields */ }

Implementations§

Source §

impl TransformerStack

Source

pub fn load(vb: VarBuilder<'_>, config: &ESMCConfig) -> Result<Self>

Source

pub fn forward( &self, x: &Tensor, sequence_id: Option<&Tensor>, output_hidden_states: bool, ) -> Result<(Tensor, Option<Vec<Tensor>>)>

Run the full transformer stack.

x: (B, L, d_model)
sequence_id: optional (B, L) boolean mask (True = real token, False = pad)
output_hidden_states: if true, returns hidden state after every block as a Vec

Returns (final_hidden, hidden_states_per_layer_if_requested).

Auto Trait Implementations§

§

impl !UnwindSafe for TransformerStack

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.

§

impl<T> Instrument for T

§

fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided [Span], returning an Instrumented wrapper. Read more

§

fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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

§