Benchmarking Data Science: 12 Ways to Lie With Statistics and Performance on Parallel Computers
Torsten Hoefler · Computer · 2022
We humorously discuss 12 fallacies when focusing on compute performance that we have frequently observed in practice. We follow each with a recommendation to mitigate the danger and hope to contribute to good benchmarking etiquette for data science.