3 papers
cs.AR2025
Characterizing and Optimizing Realistic Workloads on a Commercial Compute-in-SRAM Device
Niansong Zhang, Wenbo Zhu, Courtney Golden +4
Compute-in-SRAM architectures offer a promising approach to achieving higher performance and energy efficiency across a range of data-intensive applications. However, prior evaluat…
cs.AI2024
Automatically Planning Optimal Parallel Strategy for Large Language Models
Zongbiao Li, Xiezhao Li, Yinghao Cui +11
The number of parameters in large-scale language models based on transformers is gradually increasing, and the scale of computing clusters is also growing. The technology of quickl…
cs.SD2023
Enhanced Neural Beamformer with Spatial Information for Target Speech Extraction
Aoqi Guo, Junnan Wu, Peng Gao +4
Recently, deep learning-based beamforming algorithms have shown promising performance in target speech extraction tasks. However, most systems do not fully utilize spatial informat…