feature(pu): unizero and muzero multitask ddp pipeline #300
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
Collaborator
puyuan1996
commented
Nov 29, 2024
•
puyuan1996
commented
- add unizero and muzero multitask ddp pipeline
… into dev-efficiency
…ightZero into dev-mz-multitask-ddp
puyuan1996
changed the title
puyuan1996
added
enhancement
PaParaZz1
requested changes
Dec 19, 2024
| @@ -156,6 +158,7 @@ def step(self, action: int) -> BaseEnvTimestep: | |||
| observation = self.observe() | |||
| if done: | |||
| info['eval_episode_return'] = self._eval_episode_return | |||
| print(f'one episode of {self.cfg.env_id} done') | |||
There was a problem hiding this comment.
use logging or remove this line
|
|
||
| configs = generate_configs(env_id_list, action_space_size, collector_env_num, n_episode, evaluator_env_num, num_simulations, reanalyze_ratio, batch_size, num_unroll_steps, infer_context_length, norm_type, seed, buffer_reanalyze_freq, reanalyze_batch_size, reanalyze_partition, num_segments, total_batch_size) | ||
|
|
||
| pretrained_model_path = '/mnt/afs/niuyazhe/code/LightZero/data_unizero_mt_ddp-8gpu_1127/8games_brf0.02_nlayer8-nhead24_seed1/8games_brf0.02_1-encoder-LN-res2-channel256_gsl20_8-pred-head_lsd768-nlayer8-nh24_mbs-512-bs64_upc80_seed1/Pong_unizero-mt_seed1/ckpt/iteration_200000.pth.tar' |
| from ding.utils import DDPContext | ||
| from easydict import EasyDict | ||
|
|
||
| env_id_list = ['PongNoFrameskip-v4'] # Debug setup |
| """ | ||
| self.task_id = task_id |
| """ | ||
| try: | ||
| print(f"=========评估开始 Rank {rank}/{world_size}===========") | ||
| # 重置 stop_event，确保每次评估前都处于未设置状态 |
This was referenced Dec 20, 2024
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.