A Multi-Mode 8K-Mac HW-Utilization-Aware Neural Processing Unit with a Unified Multi-Precision Datapath in 4-Nm Flagship Mobile SoC

Jun-Seok Park,Changsoo Park,Suknam Kwon,Taeho Jeon,Yesung Kang,Heonsoo Lee,Dongwoo Lee,James Kim,Hyeong-Seok Kim,YoungJong Lee,Sangkyu Park,MinSeong Kim,SangHyuck Ha,Jihoon Bang, Jinpyo Park,SukHwan Lim,Inyup Kang

IEEE JOURNAL OF SOLID-STATE CIRCUITS（2022）

引用 20|浏览49

关键词

Compute utilization,deep neural networks (DNNs),domain-specific architecture (DSA),inference accelerator,sparsity-aware zero skipping,unified multiply-accumulate (MAC)

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