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PatchEmbedding

Struct PatchEmbedding 

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pub struct PatchEmbedding { /* private fields */ }
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Patch embedding layer for Vision Transformers

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impl PatchEmbedding

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pub fn new(config: PatchEmbeddingConfig) -> Result<Self>

Create new patch embedding layer

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pub fn build_patch_embed_graph(&self, graph: &mut EinsumGraph) -> Result<usize>

Build patch embedding einsum graph

Converts image patches to token embeddings

§Graph Inputs
  • Tensor 0: Input image tensor [batch, in_channels, height, width] or patches [batch, num_patches, patch_dim]
  • Tensor 1: Patch embedding weights [patch_dim, d_model]
§Graph Output
  • Embedded patches [batch, num_patches, d_model]
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pub fn config(&self) -> &PatchEmbeddingConfig

Get configuration

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