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3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot

Image of an HGX H200Deploying generative AI workloads in production environments where user numbers can fluctuate from hundreds to hundreds of thousands – 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 – and where input sequence lengths differ with each request – poses unique challenges. To achieve low latency inference in these environments, multi-GPU setups are a must – irrespective of the GPU generation or its memory capacity. To enhance inference performance in…

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