Tianshou/tianshou/utils/__init__.py

from tianshou.utils.config import tqdm_config
from tianshou.utils.statistics import MovAvg, RunningMeanStd
from tianshou.utils.log_tools import BasicLogger, LazyLogger, BaseLogger

__all__ = [
    "MovAvg",
    "RunningMeanStd",
    "tqdm_config",
    "BaseLogger",
    "BasicLogger",
    "LazyLogger",
]
add first test 2020-03-11 10:56:38 +08:00			`from tianshou.utils.config import tqdm_config`
support observation normalization in BaseVectorEnv (#308) add RunningMeanStd 2021-03-11 20:50:20 +08:00			`from tianshou.utils.statistics import MovAvg, RunningMeanStd`
add logger (#295) This PR focus on refactor of logging method to solve bug of nan reward and log interval. After these two pr, hopefully fundamental change of tianshou/data is finished. We then can concentrate on building benchmarks of tianshou finally. Things changed: 1. trainer now accepts logger (BasicLogger or LazyLogger) instead of writer; 2. remove utils.SummaryWriter; 2021-02-24 14:48:42 +08:00			`from tianshou.utils.log_tools import BasicLogger, LazyLogger, BaseLogger`
env and data 2020-03-11 09:09:56 +08:00
half of collector 2020-03-12 22:20:33 +08:00			`__all__ = [`
Numba acceleration (#193) Training FPS improvement (base commit is 94bfb32): test_pdqn: 1660 (without numba) -> 1930 discrete/test_ppo: 5100 -> 5170 since nstep has little impact on overall performance, the unit test result is: GAE: 4.1s -> 0.057s nstep: 0.3s -> 0.15s (little improvement) Others: - fix a bug in ttt set_eps - keep only sumtree in segment tree implementation - dirty fix for asyncVenv check_id test 2020-09-02 13:03:32 +08:00			`"MovAvg",`
support observation normalization in BaseVectorEnv (#308) add RunningMeanStd 2021-03-11 20:50:20 +08:00			`"RunningMeanStd",`
Numba acceleration (#193) Training FPS improvement (base commit is 94bfb32): test_pdqn: 1660 (without numba) -> 1930 discrete/test_ppo: 5100 -> 5170 since nstep has little impact on overall performance, the unit test result is: GAE: 4.1s -> 0.057s nstep: 0.3s -> 0.15s (little improvement) Others: - fix a bug in ttt set_eps - keep only sumtree in segment tree implementation - dirty fix for asyncVenv check_id test 2020-09-02 13:03:32 +08:00			`"tqdm_config",`
add logger (#295) This PR focus on refactor of logging method to solve bug of nan reward and log interval. After these two pr, hopefully fundamental change of tianshou/data is finished. We then can concentrate on building benchmarks of tianshou finally. Things changed: 1. trainer now accepts logger (BasicLogger or LazyLogger) instead of writer; 2. remove utils.SummaryWriter; 2021-02-24 14:48:42 +08:00			`"BaseLogger",`
			`"BasicLogger",`
			`"LazyLogger",`
half of collector 2020-03-12 22:20:33 +08:00			`]`