An FPGA-based Multi-Core Overlay Processor for Transformer-based Models-Reference-Cited by-同舟云学术

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An FPGA-based Multi-Core Overlay Processor for Transformer-based Models

Published:2024-05-10 Issue: Volume:1 Page:697-702
ISSN:
Container-title:2024 2nd International Symposium of Electronics Design Automation (ISEDA)
language:
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Author:

Lu Shaoqiang¹,Zhao Tiandong²,Zhang Rumin³,Lin Ting-Jung³,Wu Chen²,He Lei³

Affiliation:

1. Shanghai Jiao Tong University,Shanghai,China

2. University of California,Los Angeles

3. Ningbo Institute of Digital Twin, Eastern Institute of Technology,Ningbo,China

Funder

AWS

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10616249/10617469/10617729.pdf?arnumber=10617729

Reference19 articles.

1. BERT: Pre-training of Deep Bidirectional Trans-formers for Language Understanding;Devlin;arXiv preprint,2018

2. An Image is Worth 16×16 Words: Transform-ers for Image Recognition at Scale;Dosovitskiy;arXiv preprint,2020

3. Language Models are Unsupervised Multitask Learners;Radford;OpenAI blog,2019

4. LLaMA: Open and Efficient Foundation Lan-guage Models;Touvron;arXiv preprint,2023

5. GPT-4 technical report;Achiam;arXiv preprint,2023

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