The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference

Zeyu Yang; Wesley Armour

2025 ICML ICML 2025

The Hidden Joules: Evaluating the Energy Consumption of Vision Backbones for Progress Towards More Efficient Model Inference

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Zeyu Yang, Wesley Armour

Topics

Machine Learning > Application Areas > Efficient Computing Deep Learning > Techniques > Model Architecture Deep Learning > Learning Types > Representation Learning

Keywords

vision backbone energy consumption accuracy gains imagenet classification models interactive web application sustainability concerns

Download PDF