The Definitive Guide toAI Data Centers
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GuideGlossaryBurn-in

Burn-in

Running new hardware hard for a period to surface early ('infant mortality') failures before production use.

Current numbers

≥3–4 weeksSemiAnalysis Oct 2024 recommendation: ≥3–4 weeks of factory high-temperature burn-in; not an observed settling time or universal acceptance durationas of 2024-10 · register ↗
419unplanned interruptions over 54 days on 16,384 H100s (~1 every 3 hr); 78% hardware-caused — the case for a long burn-in gateas of 2024 · register ↗

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