Yang You wins IEEE CS TCHPC Early Career Researcher Award for Excellence in High Performance Computing

EECS alumnus Yang You (Ph.D. ’20, advisor: James Demmel) has won the IEEE Computer Society Technical Consortium on High Performance Computing (TCHPC) Early Career Researcher Award for Excellence in High Performance Computing.  The focus of his research is efficient deep learning on distributed systems. He is known for developing the industry benchmark LARS (Layer-wise Adaptive Rate Scaling) and LAMB (Layer-wise Adaptive Moments for Batch training) optimizers to accelerate machine learning on HPC platforms.  His team broke the world record of ImageNet training speed in 2017 and the world record of BERT training speed in 2019, and his training techniques have been used by many tech giants like Google, Microsoft, and NVIDIA.  You made the Forbes 30 Under 30 2021 Asia list for Healthcare and Science in April and is now a Presidential Young Professor of Computer Science at the National University of Singapore.