Decoder Paper
![Architecture of Dynamic Decoder from paper [70]. Blue denotes the ...](https://www.researchgate.net/publication/334223288/figure/download/fig4/AS:776778712875014@1562209885970/Architecture-of-Dynamic-Decoder-from-paper-70-Blue-denotes-the-variables-and-functions.png)
%2C%20encodes%20the%20input%20once%20and%20decodes%20the%20output%20in%20parallel%2C%20boosting%20both%20training%20and%20inference%20efficiency%20by%20avoiding%20duplicate%20input%20encoding%20and%20increasing%20the%20operational%20intensity%20(ratio%20of%20numbers%20of%20arithmetic%20operation%20to%20memory%20access)%20of%20decoding%20process%20by%20sharing%20the%20input%20key-value%20cache.%20We%20achieve%20computation%20reduction%20that%20roughly%20scales%20with%20the%20number%20of%20subtasks%2C%20gaining%20up%20to%204.6x%20speed-up%20over%20state-of-the-art%20models%20for%20dialogue%20state%20tracking%2C%20summarization%2C%20and%20question-answering%20tasks%2C%20with%20comparable%20or%20better%20performance.)
![[Paper Review] LSTM-based Encoder-Decoder for Multi-sensor Anomaly ...](https://i.ytimg.com/vi/X5eXxPSuqFM/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGDggISh_MA8=&rs=AOn4CLAPrKgEgLqzSaYB9RPpGXp8ImCB1w)
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