The feedforward (FFW) layers in standard transformer architectures experience a linear increase in computational costs and activation memory as the hidden layer width expands. To address this issue, ...

Since its debut in 2017, the transformer architecture ... Like the encoder module, the decoder attention vector is passed through a feed-forward layer. Its result is then mapped to a very large ...