As AI and HPC datasets continue to increase in size, the time spent loading data for a given application begins to place a strain on the total application��s performance. When considering end-to-end application performance, fast GPUs are increasingly starved by slow I/O. I/O, the process of loading data from storage to GPUs for processing, has historically been controlled by the CPU.
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