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baoleai avatar baoleai commented on May 22, 2024

Hi,

  1. Sampling is executed during training.
  2. Traversal methods like EdgeSampler/NodeSampler only select vertices or edges from local machine(like data parallel),
    but when you sample neighbors, GL will query the neighbors of each vertice, and these neighbors may be on other machines.

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lorinlee avatar lorinlee commented on May 22, 2024

@baoleai Is this "Sampling is executed during training" a data pipeline? which means when the first batch is being trained, the next batch is being sampled at the same time?

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Zdm-Jdsc-lalala avatar Zdm-Jdsc-lalala commented on May 22, 2024

@baoleai Is this "Sampling is executed during training" a data pipeline? which means when the first batch is being trained, the next batch is being sampled at the same time?

@baoleai @Seventeen17 @archwalker @alibaba-oss I also want to ask this question.

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baoleai avatar baoleai commented on May 22, 2024

Yes, see GSL in user docs.

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