2 papers
cs.DC2022
FPGA-based AI Smart NICs for Scalable Distributed AI Training Systems
Rui Ma, Evangelos Georganas, Alexander Heinecke +2
Rapid advances in artificial intelligence (AI) technology have led to significant accuracy improvements in a myriad of application domains at the cost of larger and more compute-in…
cs.AR2021
Koios: A Deep Learning Benchmark Suite for FPGA Architecture and CAD Research
Aman Arora, Andrew Boutros, Daniel Rauch +9
With the prevalence of deep learning (DL) in many applications, researchers are investigating different ways of optimizing FPGA architecture and CAD to achieve better quality-of-re…