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GuideGlossarySHARP

SHARP · Scalable Hierarchical Aggregation and Reduction Protocol

In-network computing that lets switches perform parts of a collective (such as summing gradients) so data crosses the fabric fewer times.

Current numbers

NCCL 2.28+NVLink-SHARP Multimem multicast + device-side communication API within an NVL72 domainas of 2026 · register ↗
~2xeffective all-reduce bandwidth from in-network reduction (SHARP) vs non-SHARP configas of 2025 · register ↗
~16 → ≤6 SMsGPU SMs consumed by a reduction after composing NVLink-SHARP + IB-SHARP in NCCL 2.27as of 2025 · register ↗

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