High-Frequency Systolic Array-Based Transformer Accelerator on Field Programmable Gate Arrays

High-Frequency Systolic Array-Based Transformer Accelerator on Field Programmable Gate Arrays

The systolic array is frequently used in accelerators for neural networks, including Transformer models that have recently achieved remarkable progress in natural language processing (NLP) and machine translation. Due to the constraints of FPGA EDA (Field Programmable Gate Array Electronic Design Au...

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Bibliographic Details
Main Authors: Yonghao Chen, Tianrui Li, Xiaojie Chen, Zhigang Cai, Tao Su
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
systolic array
transformer
hardware accelerator
FPGA
Online Access:https://www.mdpi.com/2079-9292/12/4/822

Internet

https://www.mdpi.com/2079-9292/12/4/822

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