Category: scikit-learn
#gsoc #scikit-learn-speed #vbench #benchmarking #python #scikit-learn
EDIT: I made the plots a little more readable, check it out!
Last time, I teased you with a screenshot of local output. Now, I will tease you with the benchmarks run on a couple of recent commits, along with some from earlier this year.
After some effort and bugfixes …
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: scikit-learn
#gsoc #vbench #benchmarking #python
To construct a vbench benchmark you need a setup string and a code
string. The constructor’s signature is:
Benchmark(self, code, setup, ncalls=None, repeat=3, cleanup=None, name=None, description=None, start_date=None, logy=False).
For most scikit-learn purposes, the code string will be …