Is the method suitable for large-scale datasets?

[winself]

Thank for your great work!

I need use full data (maybe ten million) to build knn graph and train the GCN offline ?
or I can use subset to train the GCN and build knn graph?

I am a green hand in image retrieval. Looking forward to your reply~