SoMa: Identifying, Exploring, and Understanding the DRAM Communication Scheduling Space for DNN Accelerators

Jingwei Cai, Xuan Wang, Mingyu Gao +5

Modern Deep Neural Network (DNN) accelerators are equipped with increasingly larger on-chip buffers to provide more opportunities to alleviate the increasingly severe DRAM bandwidt…