Dayou Du

According to our database, Dayou Du authored at least 6 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey.

Dayou Du, Gu Gong, Xiaowen Chu

CoRR, 2024

BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation.

Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu

CoRR, 2024

Resiliency at Scale: Managing Google's TPUv4 Machine Learning Supercomputer.

Yazhou Zu, Alireza Ghaffarkhah, Hoang-Vu Dang, Brian Towles, Steven Hand, Safeen Huda, Adekunle Bello, Alexander Kolbasov, Arash Rezaei, Dayou Du, Steve Lacy, Hang Wang, Aaron Wisner, Chris Lewis, Henri Bahini

Proceedings of the 21st USENIX Symposium on Networked Systems Design and Implementation, 2024

Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.

Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2024

2023

AFPQ: Asymmetric Floating Point Quantization for LLMs.

Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu

CoRR, 2023

2018

Exploiting Sparsity to Accelerate Fully Connected Layers of CNN-Based Applications on Mobile SoCs.

Xinfeng Xie, Dayou Du, Qian Li, Yun Liang, Wai Teng Tang, Zhongliang Ong, Mian Lu, Huynh Phung Huynh, Rick Siow Mong Goh

ACM Trans. Embed. Comput. Syst., 2018