https://pythonspeed.com/articles/gpu-vs-cpu/
Beware of misleading GPU vs CPU benchmarks
Itamar Turner-Trauring
Last updated 17 Jan 2024, originally created 17 Jan 2024
“Unfortunately, while those speed-ups are impressive, they are also misleading. GPU-based libraries might be the answer to your performance problems… or they might be an an unnecessary and expensive distraction.”