Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization

Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang 0005, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang. Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. In 32nd International Conference on Field-Programmable Logic and Applications, FPL 2022, Belfast, United Kingdom, August 29 - Sept. 2, 2022. pages 109-116, IEEE, 2022. [doi]

Abstract

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