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cs.AR2021★ 2 cited
A Graph Deep Learning Framework for High-Level Synthesis Design Space Exploration
Lorenzo Ferretti, Andrea Cini, Georgios Zacharopoulos +2
The design of efficient hardware accelerators for high-throughput data-processing applications, e.g., deep neural networks, is a challenging task in computer architecture design. I…
cs.AR2021
DB4HLS: A Database of High-Level Synthesis Design Space Explorations
Lorenzo Ferretti, Jihye Kwon, Giovanni Ansaloni +3
High-Level Synthesis (HLS) frameworks allow to easily specify a large number of variants of the same hardware design by only acting on optimization directives. Nonetheless, the har…