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@nmdefries
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Description

Parallelize model training/predicting over geos (states or counties). Update production params to use 2 cores by default, which speeds up modeling/training by about 2x. My local runs with more than 2 cores were memory-limited and adding additional cores didn't increase speed that much, but that's worth looking at again in staging.

Changelog

  • Production and local params template files
  • DESCRIPTION
  • NAMESPACE
  • main.R

@nmdefries nmdefries requested a review from jingjtang March 21, 2023 13:18
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LGTM

@nmdefries
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@krivard This is ready to merge

@krivard krivard merged commit bf3cd22 into ndefries/backfill/speed2 Mar 27, 2023
@krivard krivard deleted the ndefries/backfill/parallel-models branch March 27, 2023 14:20
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4 participants