Category: benchmarking
#memit #memory #vbench #python #scikit-learn
The scikit-learn-speed project now has memory usage benchmarking!
This was accomplished by building on what I described in my recent
posts, specifically the extensions to Fabian’s [memory_profiler][] that
you can find in my fork, but they will be merged upstream soon. The
key element is the %magic_memit function whose …
Category: benchmarking
#IPython #magic #memit #mprun #benchmarking #python
In my last post I mentioned that I’m not satisfied with the current
state of %memit, because some more complicated numerical function
calls make it crash. I will start this post with a reminder of a pretty
important bug:
[On MacOS X (10.7 but maybe more), after forking …
Category: benchmarking
#IPython #magic #memit #memory #memory_profiler #mprun #benchmarking #python
Following up on my task to make it easier to benchmark memory usage in Python, I updated Fabian’s [memory_profiler][] to include a couple of useful IPython magics. While in my last post, I used the new IPython 0.13 syntax for defining magics, this time I used the backwards-compatible …