37 citations · 41 across the 3 of their papers we have counts for
4 papers
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…
Intensity-sensitive quality assessment of extended sources in astronomical images
X. Li, K. Adamek, W. Armour
Radio astronomy studies the Universe by observing the radio emissions of celestial bodies. Different methods can be used to recover the sky brightness distribution (SBD), which des…
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…
Accelerating Dedispersion using Many-Core Architectures
Jan Novotný, Karel Adámek, M. A. Clark +2
Astrophysical radio signals are excellent probes of extreme physical processes that emit them. However, to reach Earth, electromagnetic radiation passes through the ionised interst…