Avoided memory allocation by generously re-using frame space on the C stack.Streamlined the frame creation process to make it faster.The following are new frame optimizations in version 3.11 to make it faster during runtime: This frame holds the information about the function execution. In Python, frames are created whenever Python calls a user-defined function. This has a big impact for short-running programs using Python. Interpreter startup is expected to be 10–15% faster in Python 3.11. In this version, Python will cache the bytecode in the _pycache_ directory to speed up the process of loading modules.
In Python 3.11, the developers have mostly focused on faster startup and faster runtime as has been stated in the documentation. Depending on your workload, the speedup could be up to 10–60% faster. CPython 3.11 is on average 1.22x faster than CPython 3.10 when measured with the pyperformance benchmark suite, and compiled with GCC on Ubuntu Linux. In version 3.11, the CPython interpreter is much more optimized and much faster than version 3.10. Written in C and Python, CPython is the default and most widely used implementation of the Python language. CPython OpimizationsĬPython is the reference implementation of the Python programming language. Division by zero error caught by the ErrorHandler and tells us where the issue is.
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