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[CUDA] Multi-GPU for CUDA Version #6138

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[CUDA] Multi-GPU for CUDA Version #6138

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shiyu1994
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This is to integrate multi-GPU support for CUDA version, with NCCL.

@shiyu1994 shiyu1994 self-assigned this Oct 10, 2023
@shiyu1994 shiyu1994 changed the title [CUDA] Multi-GPU for CUDA Version [WIP] [CUDA] Multi-GPU for CUDA Version Oct 10, 2023
@shiyu1994 shiyu1994 changed the title [WIP] [CUDA] Multi-GPU for CUDA Version [CUDA] Multi-GPU for CUDA Version Dec 15, 2023
@shiyu1994 shiyu1994 closed this Dec 15, 2023
@shiyu1994 shiyu1994 reopened this Dec 15, 2023
@shiyu1994
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@guolinke This is almost ready. You may review this when you have time. Thanks.

@guolinke
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are there any tests for the multi-GPU training?


- ``num_gpu`` :raw-html:`<a id="num_gpu" title="Permalink to this parameter" href="#num_gpu">&#x1F517;&#xFE0E;</a>`, default = ``1``, type = int, constraints: ``num_gpu > 0``
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I'm ok with changing the main parameter name to num_gpus, but can we please keep num_gpu as a parameter alias? So that existing code using that parameter isn't broken?

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