Isn't it mostly GPUs/accelerators based rather than CPUs? Does NVIDIA even sell those anymore without the whole package deal since they came up with Grace? The last supercomputer with NVIDIA GPUs and third party CPUs I remember reading about was with Zen 2 cores, multiple years ago.
And regarding your question about GPU/accelerators, CPUs still do a LOT of work in HPC. I'm guessing they chose ARM for performance per watt, very important when scaling to many processors.