Enabling Fast Inference and Resilient Training with NCCL 2.27

As AI workloads scale, fast and reliable GPU communication becomes vital, not just for training, but increasingly for inference at scale. The NVIDIA Collective…

As AI workloads scale, fast and reliable GPU communication becomes vital, not just for training, but increasingly for inference at scale. The NVIDIA Collective Communications Library (NCCL) delivers high-performance, topology-aware collective operations: , , , , and optimized for NVIDIA GPUs and a variety of interconnects including PCIe, NVLink, Ethernet (RoCE), and InfiniBand (IB).

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