Seeing at the Edge: Energy Characterization of Vision-Language Model Inference on Edge Platforms

Junlin Liao, Harshit Kondle, Di Liu +1

Vision-language models (VLMs) are moving onto edge devices, but little is known about how much energy they draw on single-board computers with NPU or GPU accelerators, or where tha…