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Support column split in GPU evaluate splits #9511

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merged 14 commits into from
Aug 23, 2023

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rongou
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@rongou rongou commented Aug 22, 2023

With column split, each worker would only have a subset of features/columns. So after evaluate splits is done locally, we gather the best split candidates across all the workers and find the global best split.

Added AllGather to the device communicator.

rongou added 12 commits August 3, 2023 12:01

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rongou added 2 commits August 22, 2023 15:20

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@trivialfis trivialfis merged commit 6103dca into dmlc:master Aug 23, 2023
@rongou rongou deleted the colsplit-evaluate-splits branch September 25, 2023 16:40
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2 participants