Refine RL workflow & tune RL models under GYM #577
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Co-authored-by: Jinyu Wang <wang.jinyu@microsoft.com>
Codecov Report
@@ Coverage Diff @@
## v0.3 #577 +/- ##
=======================================
Coverage 79.30% 79.30%
=======================================
Files 86 86
Lines 5464 5464
=======================================
Hits 4333 4333
Misses 1131 1131
Flags with carried forward coverage won't be shown. Click here to find out more. Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here. |
* remove useless files; add device mapping; update pdoc * add default checkpoint path; fix distributed worker log path issue; update example log path * update performance doc * remove tests/rl/algorithms folder
Jinyu-W
reviewed
Feb 9, 2023
| @@ -10,7 +10,7 @@ | |||
|
|
|||
| job: cim_rl_workflow | |||
* [wip] compare PPO * PPO matching * Revert unnecessary changes * Minor * Minor
* fix sac to_device issue; update sac gym test parameters * add rl test performance plot func * update sac eval interval config * update sac checkpoint interval config * fix callback issue * update plot func * update plot func * update plot func * update performance doc; upload performance images * Minor fix in callbacks; refine plot.py format. * Add n_interactions. Use n_interactions to plot curves. * pre-commit --------- Co-authored-by: Huoran Li <huo53926@126.com> Co-authored-by: Huoran Li <huoranli@microsoft.com>
* Add truncated logic * (To be tested) early stop * Early stop test passed * Test passed * Random action. To be tested. * Warmup OK * Pre-commit * random seed * Revert pre-commit config
Jinyu-W
approved these changes
Feb 17, 2023
21 tasks
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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.
Description
num_eval_episodesto control the number of episodes during evaluation.AbsEnvSampler.metrics. Let env samplers use this attribute to manage metrics during rollout.Callback, a generate interface to add customized operations in each phase of the workflow. Add twoCallbackinstances:Checkpoint&MetricsRecorder.Linked issue(s)/Pull request(s)
Type of Change
Related Component
Has Been Tested
Needs Follow Up Actions
Checklist