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[tune] refactor and add examples #11931

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merged 13 commits into from
Nov 15, 2020

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richardliaw
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Why are these changes needed?

Make sure examples show a complete workflow and add missing examples to page.

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Checks

  • 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: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
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@amogkam amogkam left a comment

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LGTM

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@krfricke krfricke left a comment

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Let's get rid of the **tune_kwargs in a handful of these examples. Otherwise great and much needed!

python/ray/tune/examples/ax_example.py Show resolved Hide resolved
python/ray/tune/examples/cifar10_pytorch.py Show resolved Hide resolved
python/ray/tune/examples/skopt_example.py Outdated Show resolved Hide resolved
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
Signed-off-by: Richard Liaw <rliaw@berkeley.edu>
@richardliaw richardliaw merged commit 8b3f79f into ray-project:master Nov 15, 2020
@richardliaw richardliaw deleted the fix-up-example branch November 15, 2020 04:43
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3 participants