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Tutorial Tue, Dec 2, 2025 • 9:30 AM – 12:00 PM PST Upper Level Ballroom 6AB

Energy and Power as First-Class ML Design Metrics

Jae-Won Chung · Ahmet Inci · Ruofan Wu

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Schedule

Timezone: America/Los_Angeles

9:30 AM

Opening: Why power and energy? And why now? Opening

Jae-Won Chung

9:40 AM

Session 1: Accurately benchmarking power & energy Session

Jae-Won Chung

10:10 AM

Session 2: Optimizing performance under power constraints Session

Ahmet Inci

10:40 AM

Break + Q&A (Live Q&A; feedback collection)

10:55 AM

Session 3: Optimizing energy with performance in mind Session

Ruofan Wu

11:25 AM

Industry panel: Power & energy in production ML Panel

Jae-Won Chung