I want to use Nvidia TAO EmotionNet on colab environments.
EmotionNet is an NVIDIA developed emotion detection model which is included in the TAO Toolkit as one of the tasks supported.
Since from TAO 5.0.0, Emotion Classification has been deprecated. In order to use emotion classification, we try to use TAO 4.0.0.
Modify
python3.8 -m pip install nvidia-tao==4.0.0 # org python3.8 -m pip install nvidia-tao====5.0.0
in setup_env, which is provided in github repository: nvidia-tao GitHub - NVIDIA-AI-IOT/nvidia-tao
Modify from the “lprnet” example
I ran
!tao emotionnet dataset_convert --help
It returns error
Traceback (most recent call last):
File "/usr/local/bin/tao", line 8, in <module>
sys.exit(main())
File "/usr/local/lib/python3.8/dist-packages/tlt/entrypoint/tao.py", line 114, in main
instance.launch_command(
File "/usr/local/lib/python3.8/dist-packages/tlt/components/instance_handler/local_instance.py", line 296, in launch_command
docker_logged_in(required_registry=self.task_map[task].docker_registry)
File "/usr/local/lib/python3.8/dist-packages/tlt/components/instance_handler/utils.py", line 137, in docker_logged_in
data = load_config_file(docker_config)
File "/usr/local/lib/python3.8/dist-packages/tlt/components/instance_handler/utils.py", line 72, in load_config_file
assert os.path.exists(config_path), (
AssertionError: Config path must be a valid unix path. No file found at: /root/.docker/config.json. Did you run docker login?
I tried to install docker in colab and successfully login into it and docker nvcr.io, then the error becomes:
docker.errors.DockerException: Error while fetching server API version: HTTPConnection.request() got an unexpected keyword argument 'chunked' #867
I have no idea how to fix it.
2024-05-30 07:53:00,112 [INFO] root: Registry: ['nvcr.io']
Traceback (most recent call last):
File "/usr/local/lib/python3.10/dist-packages/docker/api/client.py", line 205, in _retrieve_server_version
return self.version(api_version=False)["ApiVersion"]
File "/usr/local/lib/python3.10/dist-packages/docker/api/daemon.py", line 181, in version
return self._result(self._get(url), json=True)
File "/usr/local/lib/python3.10/dist-packages/docker/utils/decorators.py", line 46, in inner
return f(self, *args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/docker/api/client.py", line 228, in _get
return self.get(url, **self._set_request_timeout(kwargs))
File "/usr/local/lib/python3.10/dist-packages/requests/sessions.py", line 602, in get
return self.request("GET", url, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
File "/usr/local/lib/python3.10/dist-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/requests/adapters.py", line 486, in send
resp = conn.urlopen(
File "/usr/local/lib/python3.10/dist-packages/urllib3/connectionpool.py", line 791, in urlopen
response = self._make_request(
File "/usr/local/lib/python3.10/dist-packages/urllib3/connectionpool.py", line 497, in _make_request
conn.request(
TypeError: HTTPConnection.request() got an unexpected keyword argument 'chunked'
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/local/bin/tao", line 8, in <module>
sys.exit(main())
File "/usr/local/lib/python3.10/dist-packages/tlt/entrypoint/tao.py", line 114, in main
instance.launch_command(
File "/usr/local/lib/python3.10/dist-packages/tlt/components/instance_handler/local_instance.py", line 297, in launch_command
docker_handler = self.handler_map[
File "/usr/local/lib/python3.10/dist-packages/tlt/components/instance_handler/local_instance.py", line 147, in handler_map
handler_map[handler_key] = DockerHandler(
File "/usr/local/lib/python3.10/dist-packages/tlt/components/docker_handler/docker_handler.py", line 62, in __init__
self._docker_client = docker.from_env()
File "/usr/local/lib/python3.10/dist-packages/docker/client.py", line 84, in from_env
return cls(
File "/usr/local/lib/python3.10/dist-packages/docker/client.py", line 40, in __init__
self.api = APIClient(*args, **kwargs)
File "/usr/local/lib/python3.10/dist-packages/docker/api/client.py", line 188, in __init__
self._version = self._retrieve_server_version()
File "/usr/local/lib/python3.10/dist-packages/docker/api/client.py", line 212, in _retrieve_server_version
raise DockerException(
docker.errors.DockerException: Error while fetching server API version: HTTPConnection.request() got an unexpected keyword argument 'chunked'
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