NCCL 2.31.2 ships GPU-driven CFT/RMA, 0-SM collectives, better multi-NIC for Blackwell-scale training

SkyLi0n · x · 2026-09-23

NCCL 2.31.2 is out with GPU-driven CFT/RMA for fine-grained communication, per-collective tuning, NVLS+PAT improvements, 0-SM collectives, improved multi-NIC/GIN support, and PACE fusion. The author sees it as useful for MoE, FSDP, TP/EP, and Blackwell-scale training.

Related event: NVIDIA Ships NCCL 2.31.2 with GPU-Driven Communication and 0-SM Collectives(2 posts)→

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