I released joblib 0.8.0a and open a pull request to upgrade joblib and use the new threading backend when fitting forests in parallel:
https://github.com/scikit-learn/scikit-learn/pull/2681 For instance if you run: python benchmarks/bench_covertype.py --classifiers=ExtraTrees --n-jobs=4 You should now see a single Python process using more than 350% CPU on a 4+ core machine. -- Olivier ------------------------------------------------------------------------------ Rapidly troubleshoot problems before they affect your business. Most IT organizations don't have a clear picture of how application performance affects their revenue. With AppDynamics, you get 100% visibility into your Java,.NET, & PHP application. Start your 15-day FREE TRIAL of AppDynamics Pro! http://pubads.g.doubleclick.net/gampad/clk?id=84349831&iu=/4140/ostg.clktrk _______________________________________________ Scikit-learn-general mailing list [email protected] https://lists.sourceforge.net/lists/listinfo/scikit-learn-general
