When should I use multiprocessing instead of threading?
An example of an AI chatbot conversation about when to use multiprocessing over threading.
When should I use multiprocessing instead of threading?
You should use multiprocessing when your tasks are CPU-bound and require heavy computation, as it can utilize multiple cores.
What about I/O-bound tasks? Is threading better for those?
Yes, for I/O-bound tasks, threading is often more efficient since it can handle multiple operations while waiting for I/O.
Can you give me an example of a CPU-bound task?
Sure! An example of a CPU-bound task is image processing or complex mathematical calculations that require significant CPU resources.
Are there any downsides to using multiprocessing?
Yes, multiprocessing can have higher overhead due to the need for inter-process communication and memory usage.
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