1 citations · 1 across the 2 of their papers we have counts for
3 papers
FlipFlop: A Static Analysis-based Energy Optimization Framework for GPU Kernels
Saurabhsingh Rajput, Alexander Brandt, Vadim Elisseev +1
Artificial Intelligence (AI) applications, such as Large Language Models, are primarily driven and executed by Graphics Processing Units (GPUs). These GPU programs (kernels) consum…
Smart but Costly? Benchmarking LLMs on Functional Accuracy and Energy Efficiency
Mohammadjavad Mehditabar, Saurabhsingh Rajput, Antonio Mastropaolo +1
The rapid advancement of AI technologies and their accelerated adoption in software development necessitates a systematic evaluation of their environmental impact alongside functio…
Tu(r)ning AI Green: Exploring Energy Efficiency Cascading with Orthogonal Optimizations
Saurabhsingh Rajput, Mootez Saad, Tushar Sharma
AI's exponential growth intensifies computational demands and energy challenges. While practitioners employ various optimization techniques, that we refer as "knobs" in this paper,…