RankSearch: An Automatic Rank Search Towards Optimal Tensor Compression for Video LSTM Networks on Edge

Author:

Man Changhai1,Chang Cheng2,Ding Chenchen3,Shen Ao3,Ren Hongwei3,Guan Ziyi4,Cheng Yuan5,Luo Shaobo3,Zhang Rumin3,Wong Ngai4,Yu Hao3

Affiliation:

1. Georgia Institute of Technology

2. University of California,Los Angeles

3. Southern University of Science and Technology

4. The University of Hong Kong

5. Shanghai Jiao Tong University

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. LAMPS: A Layer-wised Mixed-Precision-and-Sparsity Accelerator for NAS-Optimized CNNs on FPGA;2024 IEEE 32nd Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM);2024-05-05

2. FMTT: Fused Multi-Head Transformer with Tensor-Compression for 3D Point Clouds Detection on Edge Devices;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

3. TTPOINT: A Tensorized Point Cloud Network for Lightweight Action Recognition with Event Cameras;Proceedings of the 31st ACM International Conference on Multimedia;2023-10-26

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