AlbertEncoder

syntaxdot_transformers::models::albert

Struct AlbertEncoder 

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pub struct AlbertEncoder { /* private fields */ }
Expand description

ALBERT encoder.

This encoder uses the BERT encoder with two modifications:

  1. The embeddings are projected to fit the hidden layer size.
  2. Weights are shared between layers.

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impl AlbertEncoder

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pub fn new<'a>( vs: impl Borrow<PathExt<'a>>, config: &AlbertConfig, ) -> Result<Self, TransformerError>

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impl Debug for AlbertEncoder

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

Formats the value using the given formatter. Read more
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impl Encoder for AlbertEncoder

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fn encode( &self, input: &Tensor, attention_mask: Option<&Tensor>, train: bool, ) -> Result<Vec<LayerOutput>, TransformerError>

Apply the encoder. Read more
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fn n_layers(&self) -> i64

Get the number of layers that is returned by the encoder.

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impl<T> Any for T
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fn type_id(&self) -> TypeId

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fn borrow(&self) -> &T

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

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fn from(t: T) -> T

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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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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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type Output = T

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