2 papers
cs.CV2024
Double-Exponential Increases in Inference Energy: The Cost of the Race for Accuracy
Zeyu Yang, Karel Adamek, Wesley Armour
Deep learning models in computer vision have achieved significant success but pose increasing concerns about energy consumption and sustainability. Despite these concerns, there is…
cs.DC2024
Part-time Power Measurements: nvidia-smi's Lack of Attention
Zeyu Yang, Karel Adamek, Wesley Armour
The GPU has emerged as the go-to accelerator for high throughput and parallel workloads, spanning scientific simulations to AI, thanks to its performance and power efficiency. Give…