Improved Performance and Monitoring Capabilities with NVIDIA Collective Communications Library 2.26 – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-07-24T16:12:07Z http://www.open-lab.net/blog/feed/ Kamil Iskra <![CDATA[Improved Performance and Monitoring Capabilities with NVIDIA Collective Communications Library 2.26]]> http://www.open-lab.net/blog/?p=102206 2025-06-26T18:54:53Z 2025-06-18T16:46:35Z 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...

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, NVIDIA NVLink, or networking. It uses advanced topology detection, optimized communication graphs��

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