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Unable to run HuggingFace's Tutorial Huggy due to TypeError: invalid dtype object error

Open kuds opened this issue 5 months ago • 4 comments

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:

  1. Go to HuggingFace Huggy Tutorial (Google Colab Link)
  2. Execute the cells up to the mlagents-learn command
  3. 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.

kuds avatar Sep 12 '24 02:09 kuds