Web Reference: Sep 28, 2020 · fork is faster because it does a copy-on-write of the parent process's entire virtual memory including the initialized Python interpreter, loaded modules, and constructed objects in memory. But fork does not copy the parent process's threads. Dec 6, 2023 · Python’s multiprocessing library provides a powerful way to leverage multiple processor cores for concurrent execution, enhancing the performance of computationally intensive tasks. One of the intriguing aspects of multiprocessing is the ability to initiate new processes using various start methods. Oct 29, 2025 · Understand Python multiprocessing start methods (fork, spawn, forkserver), copy-on-write, pickling costs, and real-world tuning tips for faster, safer parallel code.
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