This repository is the official implementation of DFG-NAS.
To install requirements:
pip install -r requirements.txt
To search the neural architectures in the paper:
cd the “code” folde
run the python file search-cora.py to show the results on Cora datasets.
run the python file search-citeseer.py to show the results on Citeseer datasets.
run the python file search-pubmed.py to show the results on PubMed datasets.
run the python file search-ogbn.py to show the results on ogbn-arxiv datasets.
- Accuracy comparison:
- Search time comparison:
- Gate operation comparison:
- Avarage smoothness analysis:
- Interpretability:
