NeurIPS 2025 Tutorial

Energy and Power as First‑Class ML Design Metrics

Energy is the ultimate bottleneck for ML today. Practical measurements with a hands-on tutorial, a primer on power & energy as computing resources, and optimizations from kernels to clusters.

🗓️ Dec 2nd (Tue) 9:30 AM - 12:00 PM PST
📍 Upper Level Ballroom 6AB

Collaboration

The ML.ENERGY Initiative x NVIDIA

This tutorial is a collaboration between The ML.ENERGY Initiative/University of Michigan and NVIDIA. All materials (slides, hands‑on notebooks, references) will be openly available after the tutorial.

Status: Draft agenda, talk title and abstract, and speaker list are public.

Agenda

Speakers & Contributors