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TransformerEncoderBlock

luminal::nn::transformer::encoder

Struct TransformerEncoderBlock 

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pub struct TransformerEncoderBlock<const DIM: usize, const FF: usize, const HEADS: usize> {
    pub attention: MultiHeadSelfAttention<DIM, DIM, DIM, HEADS>,
    pub ff: (Linear<DIM, FF>, ReLU, Linear<FF, DIM>),
}
Expand description

A single transformer encoder block

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§attention: MultiHeadSelfAttention<DIM, DIM, DIM, HEADS>§ff: (Linear<DIM, FF>, ReLU, Linear<FF, DIM>)

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impl<const DIM: usize, const FF: usize, const HEADS: usize> InitModule for TransformerEncoderBlock<DIM, FF, HEADS>

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fn initialize(cx: &mut Graph) -> Self

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impl<const DIM: usize, const FF: usize, const HEADS: usize, S: Dimension, B: Dimension> Module<GraphTensor<(B, S, Const<DIM>)>> for TransformerEncoderBlock<DIM, FF, HEADS>

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type Output = GraphTensor<(B, S, Const<DIM>)>

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fn forward(&self, x: GraphTensor<(B, S, Const<DIM>)>) -> Self::Output

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impl<const DIM: usize, const FF: usize, const HEADS: usize, S: Dimension> Module<GraphTensor<(S, Const<DIM>)>> for TransformerEncoderBlock<DIM, FF, HEADS>

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type Output = GraphTensor<(S, Const<DIM>)>

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fn forward(&self, input: GraphTensor<(S, Const<DIM>)>) -> Self::Output

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impl<const DIM: usize, const FF: usize, const HEADS: usize> SerializeModule for TransformerEncoderBlock<DIM, FF, HEADS>

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fn serialize(&self, s: &mut Serializer)

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impl<const DIM: usize, const FF: usize, const HEADS: usize> !RefUnwindSafe for TransformerEncoderBlock<DIM, FF, HEADS>

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impl<const DIM: usize, const FF: usize, const HEADS: usize> !Send for TransformerEncoderBlock<DIM, FF, HEADS>

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impl<const DIM: usize, const FF: usize, const HEADS: usize> !Sync for TransformerEncoderBlock<DIM, FF, HEADS>

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impl<const DIM: usize, const FF: usize, const HEADS: usize> !UnwindSafe for TransformerEncoderBlock<DIM, FF, HEADS>

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impl<const DIM: usize, const FF: usize, const HEADS: usize> Freeze for TransformerEncoderBlock<DIM, FF, HEADS>
where MultiHeadSelfAttention<DIM, DIM, DIM, HEADS>: Freeze, (Linear<DIM, FF>, ReLU, Linear<FF, DIM>): Freeze,

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impl<const DIM: usize, const FF: usize, const HEADS: usize> Unpin for TransformerEncoderBlock<DIM, FF, HEADS>
where MultiHeadSelfAttention<DIM, DIM, DIM, HEADS>: Unpin, (Linear<DIM, FF>, ReLU, Linear<FF, DIM>): Unpin,

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impl<const DIM: usize, const FF: usize, const HEADS: usize> UnsafeUnpin for TransformerEncoderBlock<DIM, FF, HEADS>
where MultiHeadSelfAttention<DIM, DIM, DIM, HEADS>: UnsafeUnpin, (Linear<DIM, FF>, ReLU, Linear<FF, DIM>): UnsafeUnpin,

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

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

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impl<ST, DT> CastableFrom<ST, Initialized, Initialized> for DT
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impl<ST, DT> CastableFrom<ST, Uninit, Uninit> for DT
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impl<T> From<T> for T

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Calls U::from(self).

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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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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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