Energy Scaling Laws for Diffusion Models: Quantifying Compute and Carbon Emissions in Image Generation

This research establishes energy scaling laws for diffusion models, revealing that denoising is the dominant energy consumer. It offers a framework for accur...

Level: advanced

By Aniketh Iyengar, Jiaqi Han, Boris Ruf, Vincent Grari, Marcin Detyniecki, Stefano Ermon

Category: research