object_detection recipe does not start in AI Lab

[jeffmaury]

The object_detection_server starts with the following error:

Traceback (most recent call last):
  File "/opt/app-root/bin/uvicorn", line 8, in <module>
    sys.exit(main())
             ^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/click/core.py", line 1157, in __call__
    return self.main(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/click/core.py", line 1078, in main
    rv = self.invoke(ctx)
         ^^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/click/core.py", line 1434, in invoke
    return ctx.invoke(self.callback, **ctx.params)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/click/core.py", line 783, in invoke
    return __callback(*args, **kwargs)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/main.py", line 409, in main
    run(
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/main.py", line 575, in run
    server.run()
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/server.py", line 65, in run
    return asyncio.run(self.serve(sockets=sockets))
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib64/python3.11/asyncio/runners.py", line 190, in run
    return runner.run(main)
           ^^^^^^^^^^^^^^^^
  File "/usr/lib64/python3.11/asyncio/runners.py", line 118, in run
    return self._loop.run_until_complete(task)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib64/python3.11/asyncio/base_events.py", line 653, in run_until_complete
    return future.result()
           ^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/server.py", line 69, in serve
    await self._serve(sockets)
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/server.py", line 76, in _serve
    config.load()
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/config.py", line 433, in load
    self.loaded_app = import_from_string(self.app)
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/opt/app-root/lib64/python3.11/site-packages/uvicorn/importer.py", line 19, in import_from_string
    module = importlib.import_module(module_str)
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/lib64/python3.11/importlib/__init__.py", line 126, in import_module
    return _bootstrap._gcd_import(name[level:], package, level)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "<frozen importlib._bootstrap>", line 1204, in _gcd_import
  File "<frozen importlib._bootstrap>", line 1176, in _find_and_load
  File "<frozen importlib._bootstrap>", line 1147, in _find_and_load_unlocked
  File "<frozen importlib._bootstrap>", line 690, in _load_unlocked
  File "<frozen importlib._bootstrap_external>", line 940, in exec_module
  File "<frozen importlib._bootstrap>", line 241, in _call_with_frames_removed
  File "/locallm/object_detection_server.py", line 15, in <module>
    processor = AutoImageProcessor.from_pretrained(model, revision=revision)
                ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
�  File "/opt/app-root/lib64/python3.11/site-packages/transformers/models/auto/image_processing_auto.py", line 358, in from_pretrained
    config_dict, _ = ImageProcessingMixin.get_image_processor_dict(pretrained_model_name_or_path, **kwargs)
                     ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
�  File "/opt/app-root/lib64/python3.11/site-packages/transformers/image_processing_utils.py", line 363, in get_image_processor_dict
    text = reader.read()
           ^^^^^^^^^^^^^
  File "<frozen codecs>", line 322, in decode
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x80 in position 64: invalid start byte

[MichaelClifford]

I cannot reproduce this error. Can you provide more details?

[jeffmaury]

I cannot reproduce this error. Can you provide more details?

Here is my recording of this issue:

2024-04-11.11-02-41.mp4

[jeffmaury]

I think I understand the issue. AI Lab downloads the model locally as a single file (pytorch-model.bin) and launches the container with MODEL_PATH being that file. But I think you are expecting a folder with all files from HuggingFace rather that a single file