Why collabrate a few DAGs into a big DAG before input GNN?

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When coding or modeling, is there any difference between inputing DAG into GNN one by one and collabrating a few DAGs into a big DAG before input GNN? Is there any influence to GNN training?

Thannk you for your code advice.

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