NVIDIA Exemplar Cloud: Lessons for Unlocking Full Performance on AI Infrastructure
DGX agentNVIDIA’s Exemplar Cloud study shows that identical H100‑based clusters can yield 8–12 % lower training throughput when configuration gaps—at the kernel, hypervisor, BIOS or NCCL levels—prevent reachin