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Remove n_jobs from parameters sent to _model_hash #126

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thcrock opened this issue Apr 21, 2017 · 0 comments
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Remove n_jobs from parameters sent to _model_hash #126

thcrock opened this issue Apr 21, 2017 · 0 comments
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@thcrock
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thcrock commented Apr 21, 2017

Fr @ecsalomon :I think we could eke out some additional performance by decreasing the n_processes in triage and allocating some cores to n_jobs in the ensemble methods (random forests, extra trees), allowing them to parallelize trees.

This is technically supported now by adding n_jobs to the parameters in the search grid. However, n_cores then becomes a parameter in the model group, which is not desirable. Better support could be either an additional n_processes parameter in the pipeline or ignoring n_jobs in the model parameters when making model groups.

@thcrock thcrock self-assigned this Apr 21, 2017
@thcrock thcrock added this to the v0.4 milestone Apr 21, 2017
ecsalomon added a commit that referenced this issue Apr 22, 2017
Remove n_jobs from parameters sent to model_hash [Resolves #126]
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