Graph Representation Learning for Microarchitecture Design Space Exploration

Design optimization of modern microprocessors is a complex task due to the exponential growth of the design space. This work presents GRL-DSE, an automatic microarchitecture search framework based on graph embeddings. GRL-DSE uses graph representation learning to build a compact and continuous embed...

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Bibliographic Details

Published in:	2023 60th ACM/IEEE Design Automation Conference (DAC) pp. 1 - 6
Main Authors:	Yi, Xiaoling, Lu, Jialin, Xiong, Xiankui, Xu, Dong, Shang, Li, Yang, Fan
Format:	Conference Proceeding
Language:	English
Published:	IEEE 09.07.2023
Subjects:	Benchmark testing Manuals Microarchitecture Microprocessors Representation learning Solid modeling Space exploration
Online Access:	Get full text
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