Link CleanRL's PPO Implementation #2780
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What does this PR do?
Hello, this is an awesome repo! We really love using Flax at CleanRL to seed up our implementations. I was wondering if you'd be interested in linking our PPO implementation, which runs faster (1850% speedup) by using EnvPool, a library for fast parallelizing environments, jitting the entire rollout through EnvPool's XLA interface, storing data more efficiently, and
jax.scan
. Thanks for your consideration!Checklist
checks if that's the case).
discussion (please add a
link).
documentation guidelines.
(No quality testing = no merge!)