Wow, Python much faster than MatLab

Robert Kern robert.kern at gmail.com
Sat Dec 30 23:30:02 EST 2006


sturlamolden wrote:
> array3[:] = array1[:] + array2[:]

OT, but why are you slicing array1 and array2? All that does is create new array
objects pointing to the same data.

> Now for my question: operator overloading is (as shown) not the
> solution to efficient scientific computing. It creates serious bloat
> where it is undesired. Can NumPy's performance be improved by adding
> the array types to the Python language it self? Or are the dynamic
> nature of Python preventing this?

Pretty much. Making the array types builtin rather than from a third party
module doesn't really change anything. However, if type inferencing tools like
psyco are taught about numpy arrays like they are already taught about ints,
then one could do make it avoid temporaries.

-- 
Robert Kern

"I have come to believe that the whole world is an enigma, a harmless enigma
 that is made terrible by our own mad attempt to interpret it as though it had
 an underlying truth."
  -- Umberto Eco




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