17 citations · 17 across the 2 of their papers we have counts for
2 papers
cs.PF2024
AutoChunk: Automated Activation Chunk for Memory-Efficient Long Sequence Inference
Xuanlei Zhao, Shenggan Cheng, Guangyang Lu +5
Large deep learning models have achieved impressive performance across a range of applications. However, their large memory requirements, including parameter memory and activation…
cs.LG2022★ 17 cited
FastFold: Reducing AlphaFold Training Time from 11 Days to 67 Hours
Shenggan Cheng, Xuanlei Zhao, Guangyang Lu +7
Protein structure prediction helps to understand gene translation and protein function, which is of growing interest and importance in structural biology. The AlphaFold model, whic…