Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[RLlib] Do not create env on driver iff num_workers > 0. #11307

Conversation

sven1977
Copy link
Contributor

@sven1977 sven1977 commented Oct 9, 2020

Do not create an Env object on the driver in case num_workers > 0.

  • save resources in case Env is "heavy".

#11302

Addresses #11302

Closes #11302

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 :(

from gym import wrappers
env = wrappers.Monitor(env, monitor_path, resume=True)
return env
if worker_index == 0 and num_workers > 0:
Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Possible conflict with MBMPO since local worker samples from real evn with multilple workers.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

Successfully merging this pull request may close these issues.

[RLlib] Don't actually create an Env on driver, when num_workers > 0.
2 participants