I collaborate with scientists to research, create, and optimize scalable, ML-accelerated pipelines that help answer broad scientific questions in X-ray science and materials discovery. I hold a PhD from Inria in High-Performance Computing (HPC) and am specialized in this field. In tandem with these efforts, I also work on low-level performance characterization on GPU platforms.
5 January 2022 00:00 · 0 min
Intensive code execution generates CO2 emissions: machine learning algorithms typically require the use of GPUs over several days. CodeCarbon is a library allowing to estimate them. The geographical location of the servers is considered in order to take into account the means of electrical production.