SkyPilot says rack-local scheduling yields 27% more usable GPUs
Topology-aware placement, in-place recovery, and defragmentation keep multi-node jobs on NVL72 NVLink instead of InfiniBand.
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Up to 30x More Work Per Watt: NVIDIA Vera Rubin NVL72 Sets a New Efficiency Standard for AI Agents
NVIDIA claims Vera Rubin NVL72 delivers up to 30x more work per watt, citing OpenRouter data that agentic workloads use 15x more tokens than chat.