Preplacement Net Length and Timing Estimation by Customized Graph Neural Network

Author:

Xie Zhiyao1ORCID,Liang Rongjian2ORCID,Xu Xiaoqing3,Hu Jiang4,Chang Chen-Chia5,Pan Jingyu5ORCID,Chen Yiran5ORCID

Affiliation:

1. Department of Electronic and Computer Engineering, Hong Kong University of Science and Technology, Hong Kong, SAR

2. ASIC and VLSI Research Group, Nvidia, Austin, TX, USA

3. Arm Research, Austin, TX, USA

4. Department of Electrical and Computer Engineering, Texas A&M University, College Station, TX, USA

5. Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA

Funder

National Science Foundation

Semiconductor Research Corporation

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Graphics and Computer-Aided Design,Software

Reference44 articles.

1. Anubis: A new benchmark for incremental synthesis;possignolo;Proc Int Workshop Logic Synth,2017

2. Combinational profiles of sequential benchmark circuits

3. Multilevel hypergraph partitioning: applications in VLSI domain

4. RT-level ITC'99 benchmarks and first ATPG results

5. A deep learning methodology to proliferate golden signoff timing;han;Proc DATE,2014

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4. Aging -aware Path Timing Prediction via Graph Representation Learning;2024 2nd International Symposium of Electronics Design Automation (ISEDA);2024-05-10

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