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This is the followup to my talk LLVM Optimized Python at the Harvard-Smithsonian Center for Astrophysics, we'll do the deep dive that I didn't have time for. We're going to build a single module Numba-like compiler for Python. It won't be nearly as featureful or complete, but should demonstrate how you can go about building your own little LLVM specializer for a subset of Python or your own custom
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Numba makes Python code fast Numba is an open source JIT compiler that translates a subset of Python and NumPy code into fast machine code. Learn More Try Numba » Accelerate Python Functions Numba translates Python functions to optimized machine code at runtime using the industry-standard LLVM compiler library. Numba-compiled numerical algorithms in Python can approach the speeds of C or FORTRAN.
Updated (February 07 2013): If you enjoy this article, you may also find the more academically-inclined article The Impact of Meta-Tracing on VM Design and Implementation interesting. [This is a long article because it covers a lot of ground that is little known by the computing mainstream, and easily misunderstood. If you’re familiar with the area, you may find yourself wanting to skip certain ex
Prototype PHP interpreter using the PyPy toolchain - Hippy VM Hello everyone. I'm proud to release the result of a Facebook-sponsored study on the feasibility of using the RPython toolchain to produce a PHP interpreter. The rules were simple: two months; one person; get as close to PHP as possible, implementing enough warts and corner cases to be reasonably sure that it answers hard problems in th
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