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Compiled Python is FAST
Sign up for 1-on-1 coaching at https://dougmercer.dev
—————————————————————————————————————————
Python has a bit of a reputation -- fast to write, but slow to run.
In this video, we focus on a simple to understand dynamic programming problem that would be terribly slow in native Python or numpy. We show that Python can achieve (and actually exceed) C++ level performance with the help of just-in-time and ahead-of-time compilers such as mypyc, Cython, numba, and taichi.
Also, I finally got a camera, so, uh... face reveal, I guess.
#python
Chapters
---------------
00:00 Intro
01:07 The Problem
02:38 numpy
03:08 mypyc
04:08 cython
06:46 numba
07:58 taichi
09:47 Results
11:48 Final Thoughts
Видео Compiled Python is FAST канала Doug Mercer
—————————————————————————————————————————
Python has a bit of a reputation -- fast to write, but slow to run.
In this video, we focus on a simple to understand dynamic programming problem that would be terribly slow in native Python or numpy. We show that Python can achieve (and actually exceed) C++ level performance with the help of just-in-time and ahead-of-time compilers such as mypyc, Cython, numba, and taichi.
Also, I finally got a camera, so, uh... face reveal, I guess.
#python
Chapters
---------------
00:00 Intro
01:07 The Problem
02:38 numpy
03:08 mypyc
04:08 cython
06:46 numba
07:58 taichi
09:47 Results
11:48 Final Thoughts
Видео Compiled Python is FAST канала Doug Mercer
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11 июня 2023 г. 18:00:40
00:12:57
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