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
Ph.D. Student

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