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eess.SY2022★ 5 cited
DFX: A Low-latency Multi-FPGA Appliance for Accelerating Transformer-based Text Generation
Seongmin Hong, Seungjae Moon, Junsoo Kim +4
Transformer is a deep learning language model widely used for natural language processing (NLP) services in datacenters. Among transformer models, Generative Pre-trained Transforme…
cs.AR2022
Exploration of Systolic-Vector Architecture with Resource Scheduling for Dynamic ML Workloads
Jung-Hoon Kim, Sungyeob Yoo, Seungjae Moon +1
As artificial intelligence (AI) and machine learning (ML) technologies disrupt a wide range of industries, cloud datacenters face ever-increasing demand in inference workloads. How…