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[wandb] Have train_loop_config logged as a config. #31901

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merged 8 commits into from
Jan 24, 2023

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xwjiang2010
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Why are these changes needed?

Have train_loop_config logged as a config in wandb UI.

This is done by surfacing Trainer._param_dict into Tuner.param_space. Currently, only done for train_loop_config.

Related issue number

Closes #31221

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
    • Unit tests
    • Release tests
    • This PR is not tested :(

Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
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See previous comments here

Signed-off-by: xwjiang2010 <xwjiang2010@gmail.com>
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@krfricke krfricke left a comment

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Thanks!

@krfricke krfricke merged commit 50c0395 into ray-project:master Jan 24, 2023
@xwjiang2010 xwjiang2010 deleted the fix_wandb_2 branch July 26, 2023 19:51
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Successfully merging this pull request may close these issues.

[AIR] Train loop config isn't uploaded to W&B
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