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OpenDAS
dgl
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d5a3824e
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d5a3824e
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Dec 01, 2023
by
Rhett Ying
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Dec 01, 2023
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[doc] update user guide 6.7 (#6657)
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docs/source/guide/minibatch-gpu-sampling.rst
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docs/source/guide/minibatch-gpu-sampling.rst
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6.7 Using GPU for Neighborhood Sampling
6.7 Using GPU for Neighborhood Sampling
---------------------------------------
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.. note::
GraphBolt does not support GPU-based neighborhood sampling yet. So this guide is
utilizing :class:`~dgl.dataloading.DataLoader` for illustration.
DGL since 0.7 has been supporting GPU-based neighborhood sampling, which has a significant
DGL since 0.7 has been supporting GPU-based neighborhood sampling, which has a significant
speed advantage over CPU-based neighborhood sampling. If you estimate that your graph
speed advantage over CPU-based neighborhood sampling. If you estimate that your graph
can fit onto GPU and your model does not take a lot of GPU memory, then it is best to
can fit onto GPU and your model does not take a lot of GPU memory, then it is best to
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