Dayou Du

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 9

Top Topics

Quantization Error

Graphics Processors

Top Venues

ACM Trans. Embed. Comput. Syst.

Publications

Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. ACL (1) (2024)
Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. IPDPS (2024)
Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu
AFPQ: Asymmetric Floating Point Quantization for LLMs. ACL (Findings) (2024)
Dayou Du, Yijia Zhang, Shijie Cao, Jiaqi Guo, Ting Cao, Xiaowen Chu, Ningyi Xu
BitDistiller: Unleashing the Potential of Sub-4-Bit LLMs via Self-Distillation. CoRR (2024)
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
Resiliency at Scale: Managing Google's TPUv4 Machine Learning Supercomputer. NSDI (2024)
Dayou Du, Gu Gong, Xiaowen Chu
Model Quantization and Hardware Acceleration for Vision Transformers: A Comprehensive Survey. CoRR (2024)
Weile Luo, Ruibo Fan, Zeyu Li, Dayou Du, Qiang Wang, Xiaowen Chu
Benchmarking and Dissecting the Nvidia Hopper GPU Architecture. CoRR (2024)
Yijia Zhang, Sicheng Zhang, Shijie Cao, Dayou Du, Jianyu Wei, Ting Cao, Ningyi Xu
AFPQ: Asymmetric Floating Point Quantization for LLMs. CoRR (2023)
Xinfeng Xie, Dayou Du, Qian Li, Yun Liang, Wai Teng Tang, Zhongliang Ong, Mian Lu, Huynh Phung Huynh, Rick Siow Mong Goh
Exploiting Sparsity to Accelerate Fully Connected Layers of CNN-Based Applications on Mobile SoCs. ACM Trans. Embed. Comput. Syst. 17 (2) (2018)