Struct TransformerEncoderBlock

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pub struct TransformerEncoderBlock {
    pub mha: MultiHeadAttention,
    pub ffn: FeedForward,
    pub ln1_gamma: Tensor,
    pub ln1_beta: Tensor,
    pub ln2_gamma: Tensor,
    pub ln2_beta: Tensor,
    pub d_model: usize,
}

Expand description

Transformer encoder block: MHA -> Add&Norm -> FFN -> Add&Norm.

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§mha: MultiHeadAttention§ffn: FeedForward§ln1_gamma: Tensor§ln1_beta: Tensor§ln2_gamma: Tensor§ln2_beta: Tensor§d_model: usize

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impl TransformerEncoderBlock

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pub fn new( d_model: usize, num_heads: usize, d_ff: usize, ) -> Result<Self, ModelError>

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pub fn forward(&self, input: &Tensor) -> Result<Tensor, ModelError>

Forward: [seq_len, d_model] -> [seq_len, d_model].

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impl UnwindSafe for TransformerEncoderBlock

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