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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.

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