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nluehr avatar nluehr commented on August 15, 2024 1

NCCL is strictly a collective communication library. It provides optimized routines for operations such as broadcast or all-reduce among multiple GPUs, but not any mechanisms for task distribution or control. If you are just starting out with multi-GPU programming, CUDA-aware MPI might be a good place to start. Here is a presentation from last year's GTC that may be helpful.

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archenroot avatar archenroot commented on August 15, 2024

Thx for article and explanation, and yes, I am exploring this world of "beyond single gpu" in the moment.

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