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Simplifying Model Serving Across Multiple GPUs with NVIDIA TensorRT Multi-Device Integration in NVIDIA Dynamo-Triton.

NVIDIA Developer BlogCompany announcement·
AI brief

NVIDIA introduced TensorRT multi-device inference, a capability for model serving across multiple GPUs that is integrated into NVIDIA Dynamo-Triton.

Why it matters: Generative AI workloads now demand more compute and memory than a single GPU can provide.

Written by AI from NVIDIA Developer Blog's published text.

Background

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Source

“The compute and memory demands of generative AI increasingly exceed what a single GPU can provide. NVIDIA TensorRT multi-device inference is a new capability...”
NVIDIA Developer Blog, 21 Sept 2026, 21:51.

Published by the organisation it describes; treat claims as first-party statements.

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