IRIS-HEP Fellow: Shuo Liu
Fellowship dates: May – Aug, 2021
Home Institution: Columbia University in the City of New York
Project: Histograms Using NumbaRecent developments in Scikit-HEP libraries have enabled efficient histogramming powered by boost-histogram and fitting into a larger ecosystem of users. Numba is a high-performance Python compiler that uses the industry-standard LLVM compiler library. To enable a fully Numba-enabled event loop for analyses, histogramming step needs to be implemented. In this summer, I will investigate ways to enable boost-histogram’s histogramming fill from inside the LLVM Numba loop without stepping through Python.
More information: My project proposal
- Henry Schreiner (Princeton University)
Hans Dembinski (TU Dortmund University)
- 27 Sep 2021 - "Histograms Using Numba", Shuo Liu, IRIS-HEP Topical Meetings Recording: Histograms Using Numba