Struct burn::nn::attention::MhaInput

pub struct MhaInput<B>where
    B: Backend,
{ /* private fields */ }

Expand description

Multihead attention forward pass input argument.

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impl MhaInput
where B: Backend,

pub fn self_attn(tensor: Tensor<B, 3>) -> MhaInput

Create a multihead attention input argument by setting the query, key and value to the given tensor.

§Shape

tensor: [batch_size, seq_length, d_model]

pub fn new( query: Tensor<B, 3>, key: Tensor<B, 3>, value: Tensor<B, 3>, ) -> MhaInput

Create a multihead attention input argument.

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

Register the padding mask.

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

Register the attention mask.

Trait Implementations§

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impl Clone for MhaInput
where B: Clone + Backend,

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fn clone(&self) -> MhaInput

Returns a copy of the value. Read more

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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for MhaInput
where B: Debug + Backend,

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

Formats the value using the given formatter. Read more

Auto Trait Implementations§

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

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

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impl Send for MhaInput

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impl Sync for MhaInput

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

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

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impl<T> Adaptor<()> for T

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fn adapt(&self)

Adapt the type to be passed to a metric.

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

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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

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

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dst: *mut T)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dst. Read more

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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

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

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fn in_current_span(self) -> Instrumented<Self>

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

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

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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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

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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

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