no code implementations • 25 Apr 2024 • Peizhuang Cong, Aomufei Yuan, Shimao Chen, Yuxuan Tian, Bowen Ye, Tong Yang
To this end, we traced and analyzed loads of each expert in the training iterations for several large language models in this work, and defined the transient state with "obvious load fluctuation" and the stable state with "temporal locality".
no code implementations • 26 May 2023 • Kai San Chan, Huimiao Chen, Chenyu Jin, Yuxuan Tian, Dingchang Lin
Accurate tracking of cellular and subcellular structures, along with their dynamics, plays a pivotal role in understanding the underlying mechanisms of biological systems.