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Enables variable batch sizes in the DistributedSampler for node sampling. This PR enables batched GraphRAG using cuGraph-PyG, which will be part of a future example.

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@alexbarghi-nv alexbarghi-nv changed the base branch from branch-25.10 to branch-25.12 October 1, 2025 19:29
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