Web Reference: Mar 26, 2026 Β· multiprocessing is a package that supports spawning processes using an API similar to the threading module. The multiprocessing package offers both local and remote concurrency, effectively side-stepping the Global Interpreter Lock by using subprocesses instead of threads. Jul 23, 2025 Β· This article is a brief yet concise introduction to multiprocessing in Python programming language. What is multiprocessing? Multiprocessing refers to the ability of a system to support more than one processor at the same time. Applications in a multiprocessing system are broken to smaller routines that run independently. The Python multiprocessing package allows you to run code in parallel by leveraging multiple processors on your machine, effectively sidestepping Python’s Global Interpreter Lock (GIL) to achieve true parallelism.
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