What is JIT compilation in Python?
An example of an AI chatbot conversation about JIT compilation in Python.
What is JIT compilation in Python?
JIT stands for Just-In-Time compilation. It's a technique to improve the execution speed of programs by compiling code at runtime.
How does JIT compilation differ from traditional compilation?
Traditional compilation translates the entire code before execution, while JIT compiles code on-the-fly, optimizing performance.
Can you give me an example of a Python library that uses JIT?
Sure! Numba is a popular library that uses JIT compilation to speed up numerical functions in Python.
Are there any downsides to using JIT compilation?
Yes, JIT compilation can introduce overhead during the initial execution and may not always lead to performance gains for all types of code.
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