Search Results for author: Xinhao Yang

Found 2 papers, 0 papers with code

A rapid approach to urban traffic noise mapping with a generative adversarial network

no code implementations21 May 2024 Xinhao Yang, Zhen Han, Xiaodong Lu, Yuan Zhang

Furthermore, the trained model is integrated into Grasshopper as a tool, facilitating the rapid generation of traffic noise maps.

FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs

no code implementations8 Jan 2024 Shulin Zeng, Jun Liu, Guohao Dai, Xinhao Yang, Tianyu Fu, Hongyi Wang, Wenheng Ma, Hanbo Sun, Shiyao Li, Zixiao Huang, Yadong Dai, Jintao Li, Zehao Wang, Ruoyu Zhang, Kairui Wen, Xuefei Ning, Yu Wang

However, existing GPU and transformer-based accelerators cannot efficiently process compressed LLMs, due to the following unresolved challenges: low computational efficiency, underutilized memory bandwidth, and large compilation overheads.

Computational Efficiency Language Modelling +2

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