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 #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 …
Category: benchmarking
#benchmark #IPython #magic #memory #memory_profiler #profiling #benchmarking #python
Everybody loves %timeit, there’s no doubt about it. So why not have
something like that, but for measuring how much memory your line takes?
Well, now you can; grab a hold of the script in the following gist and
run it like in the example.
[gist id=3022718]
Instead …