Today��s leading-edge high performance computing (HPC) systems contain tens of thousands of GPUs. In NVIDIA systems, GPUs are connected on nodes through the NVLink scale-up interconnect, and across nodes through a scale-out network like InfiniBand. The software libraries that GPUs use to communicate, share work, and efficiently operate in parallel are collectively called NVIDIA Magnum IO��
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