Articles with "embedding memory" as a keyword



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SEMS: Scalable Embedding Memory System for Accelerating Embedding-Based DNNs

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Published in 2022 at "IEEE Computer Architecture Letters"

DOI: 10.1109/lca.2022.3227560

Abstract: Embedding layers, which are widely used in various deep learning (DL) applications, are very large in size and are increasing. We propose scalable embedding memory system (SEMS) to deal with the inference of DL applications… read more here.

Keywords: system; mml mml; mml; embedding memory ... See more keywords