Struct SparseEmbedding

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pub struct SparseEmbedding { /* private fields */ }

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Sparse embedding layer

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impl SparseEmbedding

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pub fn new( vocab_size: usize, embedding_dim: usize, sparsity: f32, ) -> TorshResult<Self>

Create a new sparse embedding layer

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pub fn forward(&self, indices: &[usize]) -> TorshResult<Tensor>

Forward pass - lookup embeddings for given indices

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pub fn get_embedding(&self, index: usize) -> TorshResult<Tensor>

Get embedding for a single index

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pub fn sparsity(&self) -> f32

Get sparsity level

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pub fn num_parameters(&self) -> usize

Get number of parameters

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impl UnwindSafe for SparseEmbedding

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