COSA:Co-Operative Systolic Arrays for Multi-head Attention Mechanism in Neural Network using Hybrid Data Reuse and Fusion Methodologies-Reference-Cited by-同舟云学术

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COSA:Co-Operative Systolic Arrays for Multi-head Attention Mechanism in Neural Network using Hybrid Data Reuse and Fusion Methodologies

Published:2023-07-09 Issue: Volume: Page:
ISSN:
Container-title:2023 60th ACM/IEEE Design Automation Conference (DAC)
language:
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Author:

Wang Zhican¹,Wang Gang¹,Jiang Honglan¹,Xu Ningyi¹,He Guanghui¹

Affiliation:

1. Shanghai Jiao Tong University,School of Electronic Information and Electrical Engineering,Shanghai,China

Funder

National Key Research and Development Program of China

National Science Foundation

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10247654/10247655/10247678.pdf?arnumber=10247678

Reference17 articles.

1. Distilbert, a distilled version of bert: smaller, faster, cheaper and lighter;sanh,2019

2. Emerging Properties in Self-Supervised Vision Transformers

3. FTRANS

4. I-bert: Integer-only bert quantization;kim;ICML,2021

5. An fpga-based transformer accelerator using output block stationary dataflow for object recognition applications;zhao;IEEE TCAS-II Express Briefs,2022

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1. FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs;Proceedings of the 2024 ACM/SIGDA International Symposium on Field Programmable Gate Arrays;2024-04

2. Integer Arithmetic-Based and Activation-Aware GELU Optimization for Vision Transformer;2024 Conference of Science and Technology for Integrated Circuits (CSTIC);2024-03-17

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