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Simplify execution of various runs with different params

See original GitHub issue

As an alternative to repeated (manual) executions of:

dvc exp run -S a=1
dvc exp run -S a=2

it might be usefull (and clean, I think) to allow some way to “pass several param files” (from a folder maybe), and this would “auto-queue” runs automatically accordingly.

Issue Analytics

  • State:closed
  • Created a year ago
  • Reactions:2
  • Comments:15 (6 by maintainers)

github_iconTop GitHub Comments

3reactions
Houstonwpcommented, Jul 23, 2022

This is what Facebook’s Hydra does, and it really is intuitive and clean.

2reactions
behricacommented, Sep 7, 2022

My main usecase for the feature request would be to auto-generate such parameter files. #8187 does not allow this. The parameters are interwoven with the rest of the exp run command.

This would allow to use any algorithm for calculating the concrete parameters, without the need to include all such algorithms in dvc itself.

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