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[RLlib] Fix ModelV2 custom metrics for torch. #16734

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merged 10 commits into from
Jul 1, 2021

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@sven1977 sven1977 commented Jun 29, 2021

Fix ModelV2 custom metrics for torch.

  • TorchModelV2's metrics method was called, but metrics returned from there were not reported in Trainer.train() output.
  • Unified some more the returned metrics structures for tf and torch.
  • Soft-renamed 2 example scripts.

Why are these changes needed?

Closes #16472

Related issue number

Issue #16472

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  • 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 :(

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Issue: #16472

@sven1977 sven1977 added the tests-ok The tagger certifies test failures are unrelated and assumes personal liability. label Jul 1, 2021
@sven1977 sven1977 merged commit 7eb1a29 into ray-project:master Jul 1, 2021
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[rllib] Metrics from Custom Torch Model not present in ResultDict
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