Performance Cost of Naive Parallelism in NumPy

You can add parallelism to a numpy program to improve its performance. Nevertheless, there is a danger in naively adding parallelism to a program that uses numpy. This is for many reasons, such as some numpy math functions that are already multithreaded, not knowing how to configure multithreaded numpy functions, using the wrong type of […]