SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration

Jinming Zhuang, Zhuoping Yang, Shixin Ji, Heng Huang, Alex K. Jones, Jingtong Hu, Yiyu Shi, Peipei Zhou
February, 2024
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Type
Conference paper
Publication
Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays, FPGA 2024, March 3 - March 5, Monterey, CA, US. Full Paper Accepted! https://doi.org/10.1145/3626202.3637569
FPGA
Jinming Zhuang
Jinming Zhuang
Assistant Professor of Kate Gleason College of Engineering

My research interest lies in heterogeneous computing with FPGAs, GPUs, ASICs and NPUs, compiler design and programming abstraction, and AI hardware & software co-design.