Design and Implementation of Encoder for Vision Transformer Networks Based on Active Reconfigurable Array Processors

Author:

Shan Rui1ORCID,Zheng Yifan1ORCID

Affiliation:

1. Xi'an University of Posts & Telecommunications, China

Funder

National Natural Science Foundation of China

the Education Department of Shaanxi Province

the Science and Technology Department of Shaanxi Province

Publisher

ACM

Reference20 articles.

1. Attention based on Software and Hardware Co-design[C]//2022 IEEE 9th International Conference on Cyber Security and Cloud Computing (CSCloud)/2022 IEEE 8th International Conference on Edge Computing and Scalable Cloud (EdgeCom);Xu D;IEEE

2. Hardware-friendly compression and hardware acceleration for transformer: A survey

3. Lu L Jin Y Bi H Sanger: A co-design framework for enabling sparse attention using reconfigurable architecture[C]//MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture. 2021: 977-991.

4. Full-Digital Bitline-Transpose CIM-based Sparse Transformer Accelerator With Pipeline/Parallel Reconfigurable Modes[J];Tu F;IEEE Journal of Solid-State Circuits,2022

5. Rizk R, Rizk D, Rizk F, A Resource-Saving Energy-Efficient Reconfigurable Hardware Accelerator for BERT-based Deep Neural Network Language Models using FFT Multiplication[C]//2022 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE, 2022: 1675-1679.

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