2 papers
physics.chem-ph2025
Scalable Reactive Atomistic Dynamics with GAIA
Suhwan Song, Heejae Kim, Jaehee Jang +3
Groundbreaking advances in materials and chemical research have been driven by the development of atomistic simulations. However, the broader applicability of atomistic simulations…
cs.LG2024
Breaking MLPerf Training: A Case Study on Optimizing BERT
Yongdeok Kim, Jaehyung Ahn, Myeongwoo Kim +11
Speeding up the large-scale distributed training is challenging in that it requires improving various components of training including load balancing, communication, optimizers, et…