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Soosung Kim
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ELSA: Hardware-Software co-design for efficient, lightweight self-attention mechanism in neural networks
TJ Ham, Y Lee, SH Seo, S Kim, H Choi, SJ Jung, JW Lee
2021 ACM/IEEE 48th Annual International Symposium on Computer Architecture …, 2021
802021
MERCI: efficient embedding reduction on commodity hardware via sub-query memoization
Y Lee, SH Seo, H Choi, HU Sul, S Kim, JW Lee, TJ Ham
Proceedings of the 26th ACM International Conference on Architectural …, 2021
192021
A 40nm 5.6TOPS/W 239GOPS/mm2 Self-Attention Processor with Sign Random Projection-based Approximation
SH Seo, S Kim, SJ Jung, S Kwon, H Lee, JW Lee
ESSCIRC 2022-IEEE 48th European Solid State Circuits Conference (ESSCIRC), 85-88, 2022
12022
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학술자료 1–3