Web Reference: Mar 26, 2026 · 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 · 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. Python Multiprocessing provides parallelism in Python with processes. The multiprocessing API uses process-based concurrency and is the preferred way to implement parallelism in Python. With multiprocessing, we can use all CPU cores on one system, whilst avoiding Global Interpreter Lock.
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