Originally published at: 3x Faster AllReduce with NVSwitch and TensorRT-LLM MultiShot | NVIDIA Technical Blog
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.…