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Allow host memory to be used for property data #17

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Tracked by #3254 ...
rlratzel opened this issue Apr 6, 2023 · 1 comment
Open
1 task
Tracked by #3254 ...

Allow host memory to be used for property data #17

rlratzel opened this issue Apr 6, 2023 · 1 comment

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@rlratzel
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rlratzel commented Apr 6, 2023

Who: end users
What: use host memory on both a single node and a multi-node cluster in order to store property data that shouldn't occupy GPU memory
Why: Properties are not needed in GPU memory for cugraph algo calls, and will greatly reduce the max graph size if stored in GPU memory. If a user can instead store property data in host memory, this frees up GPU memory needed for graph structure data, allowing for much bigger graphs.

User story: "As a user, I need to use host memory on both a single node and a multi-node cluster in order to store property data that shouldn't occupy GPU memory."

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@rlratzel
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The original story points assigned to this was 21, so a new research story #14 was created. This story depends on #14.

@BradReesWork BradReesWork transferred this issue from rapidsai/cugraph May 24, 2024
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