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ESWEEK
EQ-ViT: Algorithm-Hardware Co-Design for End-to-End Acceleration of Real-Time Vision Transformer Inference on Versal ACAP Architecture (🔥📣New Paper & Project🔥📣! )
Peiyan Dong
,
Jinming Zhuang
,
Zhuoping Yang
,
Shixin Ji
,
Yanyu Li
,
Dongkuan Xu
,
Heng Huang
,
Jingtong Hu
,
Alex Jones
,
Yiyu Shi
,
Yanzhi Wang
,
Peipei Zhou
PDF
Slides
CHEF: A Framework for Deploying Heterogeneous Models on Clusters with Heterogeneous FPGAs (🔥📣New Paper & Project🔥📣! )
Yue Tang
,
Yukai Song
,
Naveena Elango
,
Sheena Ratnam Priya
,
Alex Jones
,
Jinjun Xiong
,
Peipei Zhou
,
Jingtong Hu
PDF
Reducing Smart Phone Environmental Footprints with In-Memory Processing (🔥📣New Paper & Project🔥📣! )
Zhuoping Yang
,
Wei Zhang
,
Shixin Ji
,
Peipei Zhou
,
Alex Jones
PDF
Algorithm-hardware Co-design of Attention Mechanism on FPGA Devices
Multi-head self-attention (attention mechanism) has been employed in a variety of fields such as machine translation, language …
Xinyi Zhang
,
Yawen Wu
,
Peipei Zhou
,
Xulong Tang
,
Jingtong Hu
PDF
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