Struct TransformerDecoderInput

Source

pub struct TransformerDecoderInput<B: Backend> { /* private fields */ }

Expand description

Transformer Decoder forward pass input argument.

Implementations§

Source §

impl<B: Backend> TransformerDecoderInput

Source

pub fn new(target: Tensor<B, 3>, memory: Tensor<B, 3>) -> Self

Create a transformer decoder input argument.

Source

pub fn memory_mask_pad(self, mask_pad: Tensor<B, 2, Bool>) -> Self

Register the memory padding mask.

Source

pub fn memory_mask_attn(self, mask_attn: Tensor<B, 3, Bool>) -> Self

Register the memory attention mask.

Source

pub fn target_mask_pad(self, mask_pad: Tensor<B, 2, Bool>) -> Self

Register the target padding mask.

Source

pub fn target_mask_attn(self, mask_attn: Tensor<B, 3, Bool>) -> Self

Register the target attention mask.

Trait Implementations§

Source §

impl<B: Debug + Backend> Debug for TransformerDecoderInput

Source §

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

Auto Trait Implementations§

§

impl Freeze for TransformerDecoderInput
where ::FloatTensorPrimitive: Freeze, ::QuantizedTensorPrimitive: Freeze, ::BoolTensorPrimitive: Freeze,

§

impl RefUnwindSafe for TransformerDecoderInput
where ::FloatTensorPrimitive: RefUnwindSafe, ::QuantizedTensorPrimitive: RefUnwindSafe, ::BoolTensorPrimitive: RefUnwindSafe,

§

impl Send for TransformerDecoderInput

§

impl Sync for TransformerDecoderInput

§

impl Unpin for TransformerDecoderInput
where ::FloatTensorPrimitive: Unpin, ::QuantizedTensorPrimitive: Unpin, ::BoolTensorPrimitive: Unpin,

§

impl UnwindSafe for TransformerDecoderInput
where ::FloatTensorPrimitive: UnwindSafe, ::QuantizedTensorPrimitive: UnwindSafe, ::BoolTensorPrimitive: UnwindSafe,

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> Instrument for T

Source §

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

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

Source §

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

Source §

impl<T> Pointable for T

Source §

const ALIGN: usize

The alignment of pointer.

Source §

type Init = T

The type for initializers.

Source §

unsafe fn init(init: <T as Pointable>::Init) -> usize

Initializes a with the given initializer. Read more

Source §

unsafe fn deref<'a>(ptr: usize) -> &'a T

Dereferences the given pointer. Read more

Source §

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

Mutably dereferences the given pointer. Read more

Source §

unsafe fn drop(ptr: usize)

Drops the object pointed to by the given pointer. Read more

Source §

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

Source §

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow only if self and other return Action::Follow. Read more

Source §

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

Create a new Policy that returns Action::Follow if either self or other returns Action::Follow. Read more

Source §

impl<T, U> TryFrom 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>::Error>

Performs the conversion.

Source §

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

Source §

type Error = >::Error

The type returned in the event of a conversion error.

Source §

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

Performs the conversion.

Source §

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

Attaches the provided Subscriber to this type, returning a WithDispatch wrapper. Read more

Source §

fn with_current_subscriber(self) -> WithDispatch<Self>

Attaches the current default Subscriber to this type, returning a WithDispatch wrapper. Read more

Source §

Struct TransformerDecoderInputCopy item path

Implementations§

impl<B: Backend> TransformerDecoderInput<B>

pub fn new(target: Tensor<B, 3>, memory: Tensor<B, 3>) -> Self

pub fn memory_mask_pad(self, mask_pad: Tensor<B, 2, Bool>) -> Self

pub fn memory_mask_attn(self, mask_attn: Tensor<B, 3, Bool>) -> Self

pub fn target_mask_pad(self, mask_pad: Tensor<B, 2, Bool>) -> Self

pub fn target_mask_attn(self, mask_attn: Tensor<B, 3, Bool>) -> Self

Trait Implementations§

impl<B: Debug + Backend> Debug for TransformerDecoderInput<B>

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Auto Trait Implementations§

impl<B> Freeze for TransformerDecoderInput<B>where <B as Backend>::FloatTensorPrimitive: Freeze, <B as Backend>::QuantizedTensorPrimitive: Freeze, <B as Backend>::BoolTensorPrimitive: Freeze,

impl<B> RefUnwindSafe for TransformerDecoderInput<B>where <B as Backend>::FloatTensorPrimitive: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive: RefUnwindSafe, <B as Backend>::BoolTensorPrimitive: RefUnwindSafe,

impl<B> Send for TransformerDecoderInput<B>

impl<B> Sync for TransformerDecoderInput<B>

impl<B> Unpin for TransformerDecoderInput<B>where <B as Backend>::FloatTensorPrimitive: Unpin, <B as Backend>::QuantizedTensorPrimitive: Unpin, <B as Backend>::BoolTensorPrimitive: Unpin,

impl<B> UnwindSafe for TransformerDecoderInput<B>where <B as Backend>::FloatTensorPrimitive: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive: UnwindSafe, <B as Backend>::BoolTensorPrimitive: UnwindSafe,

Blanket Implementations§

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

fn type_id(&self) -> TypeId

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

fn borrow(&self) -> &T

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

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

impl<T> From<T> for T

fn from(t: T) -> T

impl<T> Instrument for T

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

fn in_current_span(self) -> Instrumented<Self>

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

fn into(self) -> U

impl<T> IntoEither for T

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

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

impl<T> Pointable for T

const ALIGN: usize

type Init = T

unsafe fn init(init: <T as Pointable>::Init) -> usize

unsafe fn deref<'a>(ptr: usize) -> &'a T

unsafe fn deref_mut<'a>(ptr: usize) -> &'a mut T

unsafe fn drop(ptr: usize)

impl<T> PolicyExt for Twhere T: ?Sized,

fn and<P, B, E>(self, other: P) -> And<T, P>where T: Policy<B, E>, P: Policy<B, E>,

fn or<P, B, E>(self, other: P) -> Or<T, P>where T: Policy<B, E>, P: Policy<B, E>,

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

type Error = Infallible

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

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

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

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

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

fn vzip(self) -> V

impl<T> WithSubscriber for T

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>where S: Into<Dispatch>,

fn with_current_subscriber(self) -> WithDispatch<Self>

impl<T> ErasedDestructor for Twhere T: 'static,

Struct TransformerDecoderInput

impl<B> Freeze for TransformerDecoderInput<B>
where <B as Backend>::FloatTensorPrimitive: Freeze, <B as Backend>::QuantizedTensorPrimitive: Freeze, <B as Backend>::BoolTensorPrimitive: Freeze,

impl<B> RefUnwindSafe for TransformerDecoderInput<B>
where <B as Backend>::FloatTensorPrimitive: RefUnwindSafe, <B as Backend>::QuantizedTensorPrimitive: RefUnwindSafe, <B as Backend>::BoolTensorPrimitive: RefUnwindSafe,

impl<B> Unpin for TransformerDecoderInput<B>
where <B as Backend>::FloatTensorPrimitive: Unpin, <B as Backend>::QuantizedTensorPrimitive: Unpin, <B as Backend>::BoolTensorPrimitive: Unpin,

impl<B> UnwindSafe for TransformerDecoderInput<B>
where <B as Backend>::FloatTensorPrimitive: UnwindSafe, <B as Backend>::QuantizedTensorPrimitive: UnwindSafe, <B as Backend>::BoolTensorPrimitive: UnwindSafe,

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

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

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

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

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

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

fn and<P, B, E>(self, other: P) -> And<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

fn or<P, B, E>(self, other: P) -> Or<T, P>
where T: Policy<B, E>, P: Policy<B, E>,

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

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

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

fn with_subscriber<S>(self, subscriber: S) -> WithDispatch<Self>
where S: Into<Dispatch>,

impl<T> ErasedDestructor for T
where T: 'static,