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Improve the training time #1211

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OmkarEllicium opened this issue Jan 29, 2025 · 1 comment
Open

Improve the training time #1211

OmkarEllicium opened this issue Jan 29, 2025 · 1 comment
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@OmkarEllicium
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Hi @gufengzhou ,
I am trying to train the model with data spread across ~17 states. Approx record count is around 40k.
For each state, robyn takes around 21 minutes to run with 2000 iterations and 5 trials.

Is there any way we can reduce the time taken to run by keeping the same parameters mentioned above?
I have a requirement to run it across a few hundred regions hence the question.

Any help would be appreciated.

Thank you

@gufengzhou
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You could speed things up by using more cores in robyn_run. Otherwise it'd be a standalone effort to focus on speed improvement that's unfortunately not on the current plan due to resource.

@gufengzhou gufengzhou self-assigned this Jan 31, 2025
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