power: what DCGM is, and why not to plan around it on workstation-SKU cards
DCGM is NVIDIA's own Data Center GPU Manager -- first-party, Apache-2.0, packaged as datacenter-gpu-manager -- and it layers above NVML rather than beside it: nvidia-smi is a thin CLI over NVML's per-GPU primitives, and DCGM is a daemon plus dcgmi adding health, diagnostics, config enforcement, policy and group abstractions on top. Which is why its group notion still resolves to N per-GPU writes underneath. The caveat that matters, and it undercuts the experiment suggested in the previous commit: DCGM is datacenter-oriented and parts of it are gated to datacenter SKUs of the Tesla/A100/H100 class. Our cards are professional/workstation parts -- RTX PRO 6000 Blackwell Max-Q and RTX 6000 Ada -- and several DCGM capabilities are unsupported or degraded outside that line, plausibly including config enforcement, which is precisely the power path. So DCGM_CONFIG_POWER_BUDGET_GROUP may return 'unsupported on this device'. Downgraded from 'worth testing' to five minutes of curiosity after the real work, and explicitly not a planning assumption. None of which touches the plan: nvidia-smi -pl 250 is plain NVML and works on these cards. DCGM would only have bought the group-budget experiment and nicer telemetry, and is probably not installed anyway since beszel-agent-nvidia shells out to nvidia-smi.
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