3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2025-04-01T21:14:57Z http://www.open-lab.net/blog/feed/ Anton Korzh <![CDATA[3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot]]> http://www.open-lab.net/blog/?p=91412 2024-11-14T17:10:52Z 2024-11-01T22:00:36Z Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands �C and where input...]]> Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands �C and where input...Image of an HGX H200

Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands �C and where input sequence lengths differ with each request �C poses unique challenges. To achieve low latency inference in these environments, multi-GPU setups are a must �C irrespective of the GPU generation or its memory capacity. To enhance inference performance in��

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