no code implementations • 10 Apr 2023 • Jonathan Wittmer, Jacob Badger, Hari Sundar, Tan Bui-Thanh
In this work, we propose a close-to-ideal scalable compression approach using autoencoders to eliminate the need for checkpointing and substantial memory storage, thereby reducing both the time-to-solution and memory requirements.