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SA-GNAS

About

This repository is the implementation of paper SA-GNAS: Seed Architecure Expansion for Efficient Large-scale Graph Neural Architecture Search

Requirements

./env_install.sh

Architecture Search

For Coauthor CS and Physics datasets:

python author_search.py  

For Ogbn datasets (Arxiv, Porducts, Papers100M):

python arch_search.py  

Architecture Evaluation

python model_author.py --data [Coauthor_Physics/Coauthor_CS] --arch cs_arch # Physics & CS
python model_arxiv.py --arch arxiv_arch # Ogbn-arxiv
python model_papers.py --arch papers_arch # Ogbn-papers
python model_products.py --arch products_arch # Ogbn-products

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