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Unable to run HuggingFace's Tutorial Huggy due to TypeError: invalid dtype object error
Describe the bug When trying to follow the HuggingFace's Tutorial Huggy (Google Colab Link), it is erroring out when trying to run the mlagents-learn step. It appears that pytorch is complaining about the default data type that the mlagents are using. I also got the same error when trying to execute 3DBall.
To Reproduce Steps to reproduce the behavior:
- Go to HuggingFace Huggy Tutorial (Google Colab Link)
- Execute the cells up to the mlagents-learn command
- Run
!mlagents-learn ./config/ppo/Huggy.yaml --env=./trained-envs-executables/linux/Huggy/Huggy --run-id="Huggy2" --no-graphics
Console logs / stack traces
Traceback (most recent call last):
File "/usr/local/bin/mlagents-learn", line 33, in <module>
sys.exit(load_entry_point('mlagents', 'console_scripts', 'mlagents-learn')())
File "/usr/local/bin/mlagents-learn", line 25, in importlib_load_entry_point
return next(matches).load()
File "/usr/lib/python3.10/importlib/metadata/__init__.py", line 171, in load
module = import_module(match.group('module'))
File "/usr/lib/python3.10/importlib/__init__.py", line 126, in import_module
return _bootstrap._gcd_import(name[level:], package, level)
File "<frozen importlib._bootstrap>", line 1050, in _gcd_import
File "<frozen importlib._bootstrap>", line 1027, in _find_and_load
File "<frozen importlib._bootstrap>", line 1006, in _find_and_load_unlocked
File "<frozen importlib._bootstrap>", line 688, in _load_unlocked
File "<frozen importlib._bootstrap_external>", line 883, in exec_module
File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
File "/content/ml-agents/ml-agents/mlagents/trainers/learn.py", line 2, in <module>
from mlagents import torch_utils
File "/content/ml-agents/ml-agents/mlagents/torch_utils/__init__.py", line 1, in <module>
from mlagents.torch_utils.torch import torch as torch # noqa
File "/content/ml-agents/ml-agents/mlagents/torch_utils/torch.py", line 63, in <module>
set_torch_config(TorchSettings(device=None))
File "/content/ml-agents/ml-agents/mlagents/torch_utils/torch.py", line 56, in set_torch_config
torch.set_default_dtype(torch.cuda.FloatTensor)
File "/usr/local/lib/python3.10/dist-packages/torch/__init__.py", line 1009, in set_default_dtype
_C._set_default_dtype(d)
TypeError: invalid dtype object: only floating-point types are supported as the default type
Environment (please complete the following information):
- Unity Version: 2023.2.20f1
- OS + version: Ubuntu 22.04.3 LTS Jammy (Google Colab)
- ML-Agents version: 1.1.0.dev0
- Torch version: 2.4.0+cu121
- Environment: Huggy
- Python version: 3.10.12
NOTE: We are unable to help reproduce bugs with custom environments. Please attempt to reproduce your issue with one of the example environments, or provide a minimal patch to one of the environments needed to reproduce the issue.