Zobrazeno 1 - 10
of 278
pro vyhledávání: '"Lau, Jason"'
Autor:
Lau, Jason, Xiao, Yuanlong, Xie, Yutong, Chi, Yuze, Song, Linghao, Xiang, Shaojie, Lo, Michael, Zhang, Zhiru, Cong, Jason, Guo, Licheng
Publikováno v:
IEEE/ACM International Conference on Computer-Aided Design (2024), October 27-31, New York, NY, USA. ACM, New York, NY, USA, 11 pages
The increasing complexity of large-scale FPGA accelerators poses significant challenges in achieving high performance while maintaining design productivity. High-level synthesis (HLS) has been adopted as a solution, but the mismatch between the high-
Externí odkaz:
http://arxiv.org/abs/2410.13079
Autor:
Zhuang, Jinming, Lau, Jason, Ye, Hanchen, Yang, Zhuoping, Du, Yubo, Lo, Jack, Denolf, Kristof, Neuendorffer, Stephen, Jones, Alex, Hu, Jingtong, Chen, Deming, Cong, Jason, Zhou, Peipei
Dense matrix multiply (MM) serves as one of the most heavily used kernels in deep learning applications. To cope with the high computation demands of these applications, heterogeneous architectures featuring both FPGA and dedicated ASIC accelerators
Externí odkaz:
http://arxiv.org/abs/2301.02359
Autor:
Guo, Licheng, Chi, Yuze, Lau, Jason, Song, Linghao, Tian, Xingyu, Khatti, Moazin, Qiao, Weikang, Wang, Jie, Ustun, Ecenur, Fang, Zhenman, Zhang, Zhiru, Cong, Jason
Publikováno v:
ACM Transactions on Reconfigurable Technology and Systems (2023), Volume 16, Issue 4 Article No.: 63, Pages 1 - 31
In this paper, we propose TAPA, an end-to-end framework that compiles a C++ task-parallel dataflow program into a high-frequency FPGA accelerator. Compared to existing solutions, TAPA has two major advantages. First, TAPA provides a set of convenient
Externí odkaz:
http://arxiv.org/abs/2209.02663
Publikováno v:
In International Journal of Nursing Studies September 2024 157
Sparse-Matrix Dense-Matrix multiplication (SpMM) is the key operator for a wide range of applications, including scientific computing, graph processing, and deep learning. Architecting accelerators for SpMM is faced with three challenges - (1) the ra
Externí odkaz:
http://arxiv.org/abs/2109.11081
Autor:
Lau, Jason Ik Cheng, Wang, Yu Si, Ang, Tiffany, Seo, James Chai Fah, Khadaroo, Sabeeha N.B.A., Chew, Jiuan Jing, Ng Kay Lup, Andrew, Sunarso, Jaka
Publikováno v:
In Biomass and Bioenergy July 2024 186
C/C++/OpenCL-based high-level synthesis (HLS) becomes more and more popular for field-programmable gate array (FPGA) accelerators in many application domains in recent years, thanks to its competitive quality of results (QoR) and short development cy
Externí odkaz:
http://arxiv.org/abs/2009.11389
Publikováno v:
In Contact Lens and Anterior Eye February 2023 46(1)
Publikováno v:
In Contact Lens and Anterior Eye August 2022 45(4)
Autor:
Lau, Jason C. S.
Many animals on earth need to navigate in their own environments for breeding and foraging. The ability to determine a correct heading and the current location for a migratory bird is critical for its survival. Animals that are sensitive to the Earth
Externí odkaz:
http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.604508