LLM GPU Energy Efficiency in Production: Phase-Aware Clock Locking, Joules/Token, and Thermal Throttling Guardrails
Setting a Power Cap alone often ignores the load differences between Prefill and Decode. This article explains how to use phase-aware clock locking, per-token energy metrics, and thermal throttling guardrails to manage inference energy efficiency without breaking latency SLOs.