Thomas Gillis – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-04-23T02:48:19Z http://www.open-lab.net/blog/feed/ Thomas Gillis <![CDATA[New Scaling Algorithm and Initialization with NVIDIA Collective Communications Library 2.23]]> http://www.open-lab.net/blog/?p=95412 2025-04-23T02:48:19Z 2025-01-31T22:47:37Z The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode communication primitives optimized for NVIDIA GPUs and networking. NCCL...]]>

The NVIDIA Collective Communications Library (NCCL) implements multi-GPU and multinode communication primitives optimized for NVIDIA GPUs and networking. NCCL is a central piece of software for multi-GPU deep learning training. It handles any kind of inter-GPU communication, be it over PCI, NVLink, or networking. It uses advanced topology detection, optimized communication graphs…

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