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HOCCL: Offloading Collective Communication from GPU Cores to Accelerate Distributed Training

Fei, Yao et al.
arXiv (All) · Papers
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networking-and-internet-architecture
Large language model training involves massive computation on GPU streaming multiprocessors (SMs), the primary compute units of GPUs. Since SMs host specialized accelerators such as Tensor Cores, their efficient utilization is critical to training efficiency. Unfortunately, existing collective commu
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