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zbzhu99 / madiff

Implementation of "MADiff: Offline Multi-agent Learning with Diffusion Models"
MIT License
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Problems about params_proto #1

Closed weakenleg2 closed 7 months ago

weakenleg2 commented 7 months ago

Hi,

When I try to run python run_experiment.py -e exp_specs/mpe/mad_mpe_tag_ctde_exp.yaml I met some problems about my_logger: Traceback (most recent call last): File "/home/guo/anaconda3/envs/madiff/lib/python3.8/site-packages/params_proto/neo_proto.py", line 168, in getattribute value = get_hooks[-1](self, item) IndexError: tuple index out of range

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "run_scripts/train.py", line 324, in main(Config, RUN) File "run_scripts/train.py", line 73, in main decentralized_execution=Config.decentralized_execution, File "/home/guo/anaconda3/envs/madiff/lib/python3.8/site-packages/params_proto/neo_proto.py", line 171, in getattribute value = type.getattribute(self, item) AttributeError: type object 'Config' has no attribute 'decentralized_execution' I think my env version about this library is the same with requirement.txt, can I get some help? Many thanks!

Below is my current env:

Name Version Build Channel

_libgcc_mutex 0.1 main
_openmp_mutex 5.1 1_gnu
absl-py 2.1.0 pypi_0 pypi aiofile 3.8.8 pypi_0 pypi aiofiles 23.2.1 pypi_0 pypi argcomplete 3.2.2 pypi_0 pypi argparse 1.4.0 pypi_0 pypi atomicwrites 1.4.1 pypi_0 pypi attrs 23.2.0 pypi_0 pypi black 23.1.0 pypi_0 pypi boto3 1.34.31 pypi_0 pypi botocore 1.34.31 pypi_0 pypi bracex 2.4 pypi_0 pypi ca-certificates 2023.12.12 h06a4308_0
cachetools 4.2.4 pypi_0 pypi caio 0.9.13 pypi_0 pypi certifi 2023.11.17 pypi_0 pypi cffi 1.16.0 pypi_0 pypi charset-normalizer 3.3.2 pypi_0 pypi click 8.1.7 pypi_0 pypi cloudpickle 1.3.0 pypi_0 pypi contourpy 1.1.1 pypi_0 pypi cycler 0.12.1 pypi_0 pypi cython 0.29.21 pypi_0 pypi d4rl 1.1 pypi_0 pypi ddpg-agent 0.0.1 dev_0 deepdiff 6.7.1 pypi_0 pypi dill 0.3.8 pypi_0 pypi dm-control 1.0.8 pypi_0 pypi dm-env 1.6 pypi_0 pypi dm-tree 0.1.8 pypi_0 pypi einops 0.7.0 pypi_0 pypi enum34 1.1.10 pypi_0 pypi expandvars 0.12.0 pypi_0 pypi fasteners 0.19 pypi_0 pypi fonttools 4.47.2 pypi_0 pypi functional-notations 0.5.2 pypi_0 pypi future 0.18.3 pypi_0 pypi gitdb 4.0.5 pypi_0 pypi gitpython 3.1.9 pypi_0 pypi glfw 1.12.0 pypi_0 pypi google-auth 1.35.0 pypi_0 pypi google-auth-oauthlib 0.4.6 pypi_0 pypi grpcio 1.60.0 pypi_0 pypi gtimer 1.0.0b5 pypi_0 pypi gym 0.23.1 pypi_0 pypi gym-notices 0.0.8 pypi_0 pypi gymnasium 0.27.1 pypi_0 pypi gymnasium-notices 0.0.1 pypi_0 pypi h5py 3.10.0 pypi_0 pypi html5tagger 1.3.0 pypi_0 pypi httptools 0.6.1 pypi_0 pypi idna 3.6 pypi_0 pypi imageio 2.33.1 pypi_0 pypi imageio-ffmpeg 0.4.9 pypi_0 pypi importlib-metadata 7.0.1 pypi_0 pypi isort 5.12.0 pypi_0 pypi jax-jumpy 1.0.0 pypi_0 pypi jaynes 0.8.11 pypi_0 pypi jmespath 1.0.1 pypi_0 pypi joblib 0.16.0 pypi_0 pypi kiwisolver 1.4.5 pypi_0 pypi labmaze 1.0.6 pypi_0 pypi ld_impl_linux-64 2.38 h1181459_1
libffi 3.4.4 h6a678d5_0
libgcc-ng 11.2.0 h1234567_1
libgomp 11.2.0 h1234567_1
libstdcxx-ng 11.2.0 h1234567_1
lxml 5.1.0 pypi_0 pypi madiff 0.0.0 dev_0 mamujoco 0.0.0 dev_0 markdown 3.5.2 pypi_0 pypi markupsafe 2.1.4 pypi_0 pypi matplotlib 3.6.3 pypi_0 pypi mjrl 1.0.0 pypi_0 pypi ml-logger 0.8.69 pypi_0 pypi mock 5.1.0 pypi_0 pypi more-itertools 10.2.0 pypi_0 pypi mpyq 0.2.5 pypi_0 pypi mujoco 2.3.0 pypi_0 pypi mujoco-py 2.1.2.14 pypi_0 pypi multiagent 0.0.1 dev_0 multidict 6.0.4 pypi_0 pypi mypy-extensions 1.0.0 pypi_0 pypi ncurses 6.4 h6a678d5_0
networkx 3.1 pypi_0 pypi numpy 1.24.4 pypi_0 pypi numpy-stl 2.17.1 pypi_0 pypi oauthlib 3.2.2 pypi_0 pypi opencv-python 4.9.0.80 pypi_0 pypi openssl 3.0.12 h7f8727e_0
opt-einsum 3.1.0 pypi_0 pypi ordered-set 4.1.0 pypi_0 pypi packaging 23.0 pypi_0 pypi pandas 1.3.5 pypi_0 pypi params-proto 2.9.6 pypi_0 pypi path 15.0.0 pypi_0 pypi pathspec 0.12.1 pypi_0 pypi pillow 10.2.0 pypi_0 pypi pip 23.3.1 py38h06a4308_0
platformdirs 4.1.0 pypi_0 pypi pluggy 1.4.0 pypi_0 pypi portpicker 1.6.0 pypi_0 pypi protobuf 4.25.2 pypi_0 pypi psutil 5.9.8 pypi_0 pypi py 1.11.0 pypi_0 pypi pyasn1 0.5.1 pypi_0 pypi pyasn1-modules 0.3.0 pypi_0 pypi pybullet 3.2.6 pypi_0 pypi pycparser 2.21 pypi_0 pypi pycurl 7.45.2 pypi_0 pypi pygame 2.5.2 pypi_0 pypi pyglet 1.5.0 pypi_0 pypi pyopengl 3.1.5 pypi_0 pypi pyparsing 2.2.2 pypi_0 pypi pyrsistent 0.16.0 pypi_0 pypi pysc2 3.0.0 pypi_0 pypi pytest 3.8.2 pypi_0 pypi python 3.8.18 h955ad1f_0
python-dateutil 2.7.3 pypi_0 pypi python-utils 2.4.0 pypi_0 pypi pytz 2023.4 pypi_0 pypi pywavelets 1.4.1 pypi_0 pypi pyyaml 6.0 pypi_0 pypi readline 8.2 h5eee18b_0
requests 2.31.0 pypi_0 pypi requests-futures 1.0.1 pypi_0 pypi requests-oauthlib 1.3.1 pypi_0 pypi requests-toolbelt 1.0.0 pypi_0 pypi rsa 4.9 pypi_0 pypi ruamel-yaml 0.18.5 pypi_0 pypi ruamel-yaml-clib 0.2.8 pypi_0 pypi s2clientprotocol 5.0.12.91115.0 pypi_0 pypi s2protocol 5.0.12.91115.0 pypi_0 pypi s3transfer 0.10.0 pypi_0 pypi sanic 23.12.1 pypi_0 pypi sanic-cors 2.2.0 pypi_0 pypi sanic-routing 23.12.0 pypi_0 pypi scikit-image 0.19.3 pypi_0 pypi scikit-video 1.1.11 pypi_0 pypi scipy 1.10.1 pypi_0 pypi seaborn 0.13.2 pypi_0 pypi setuptools 68.2.2 py38h06a4308_0
six 1.16.0 pypi_0 pypi sk-video 1.1.10 pypi_0 pypi smmap 3.0.5 pypi_0 pypi sqlite 3.41.2 h5eee18b_0
subprocess32 3.5.4 pypi_0 pypi tensorboard 2.0.2 pypi_0 pypi tensorboardx 2.0 pypi_0 pypi tensorflow-estimator 2.0.0 pypi_0 pypi termcolor 2.4.0 pypi_0 pypi tifffile 2023.7.10 pypi_0 pypi tk 8.6.12 h1ccaba5_0
tomli 2.0.1 pypi_0 pypi torch 1.12.1+cu113 pypi_0 pypi tqdm 4.66.1 pypi_0 pypi tracerite 1.1.1 pypi_0 pypi typed-argument-parser 1.7.2 pypi_0 pypi typing 3.7.4.3 pypi_0 pypi typing-extensions 4.9.0 pypi_0 pypi typing-inspect 0.9.0 pypi_0 pypi ujson 5.9.0 pypi_0 pypi urllib3 1.26.18 pypi_0 pypi uvloop 0.19.0 pypi_0 pypi waterbear 2.6.8 pypi_0 pypi wcmatch 8.5 pypi_0 pypi websocket-client 1.7.0 pypi_0 pypi websockets 12.0 pypi_0 pypi werkzeug 3.0.1 pypi_0 pypi wheel 0.41.2 py38h06a4308_0
whichcraft 0.6.1 pypi_0 pypi xz 5.4.5 h5eee18b_0
zipp 3.17.0 pypi_0 pypi zlib 1.2.13 h5eee18b_0

zbzhu99 commented 7 months ago

Thank you for your interest in this repo! This is due to some legacy YAML files which are not compatible with current training code. I will double-check and update all YAML files this week.

zbzhu99 commented 7 months ago

I have refactored sequence.py, diffusion.py, and updated the YAML files in exp_specs/. You can try running the same experiment with the new config file, such as

python run_experiment.py -e exp_specs/mpe/tag/mad_mpe_tag_ctde_exp.yaml

Happy Lunar New Year!