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[BUG] <immich_machine_learning can't work> #1698
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opened 2026-02-05 03:10:14 +03:00 by OVERLORD
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Reference: immich-app/immich#1698
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Originally created by @jasoncsee on GitHub (Nov 28, 2023).
The bug
[11/28/23 12:24:49] INFO Starting gunicorn 21.2.0
[11/28/23 12:24:49] INFO Listening at: http://0.0.0.0:3003 (9)
[11/28/23 12:24:49] INFO Using worker: uvicorn.workers.UvicornWorker
[11/28/23 12:24:49] INFO Booting worker with pid: 27
[11/28/23 12:24:58] INFO Created in-memory cache with unloading after 300s
of inactivity.
[11/28/23 12:24:58] INFO Initialized request thread pool with 72 threads.
[11/28/23 12:39:03] INFO Downloading image classification model
'microsoft/resnet-50'.This may take a while.
[11/28/23 12:41:17] WARNING Failed to load image-classification model
'microsoft/resnet-50'.Clearing cache and retrying.
[11/28/23 12:41:17] INFO Downloading clip model 'ViT-B-32__openai'.This may
take a while.
[11/28/23 12:41:17] WARNING Attempted to clear cache for model
'microsoft/resnet-50' but cache directory does not
exist.
[11/28/23 12:43:32] INFO Downloading facial recognition model
'buffalo_l'.This may take a while.
[11/28/23 12:43:32] WARNING Failed to load clip model
'ViT-B-32__openai'.Clearing cache and retrying.
[11/28/23 12:43:32] WARNING Attempted to clear cache for model
'ViT-B-32__openai' but cache directory does not
exist.
[11/28/23 12:45:48] WARNING Failed to load facial-recognition model
'buffalo_l'.Clearing cache and retrying.
[11/28/23 12:45:48] INFO Downloading image classification model
'microsoft/resnet-50'.This may take a while.
[11/28/23 12:45:48] WARNING Attempted to clear cache for model 'buffalo_l' but
cache directory does not exist.
[11/28/23 12:48:03] INFO Downloading clip model 'ViT-B-32__openai'.This may
take a while.
Exception in ASGI application
Traceback (most recent call last):
File "/opt/venv/lib/python3.11/site-packages/urllib3/connection.py", line 203, in _new_conn
sock = connection.create_connection(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/urllib3/util/connection.py", line 85, in create_connection
raise err
File "/opt/venv/lib/python3.11/site-packages/urllib3/util/connection.py", line 73, in create_connection
sock.connect(sa)
TimeoutError: [Errno 110] Connection timed out
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/opt/venv/lib/python3.11/site-packages/urllib3/connectionpool.py", line 791, in urlopen
response = self._make_request(
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/urllib3/connectionpool.py", line 492, in _make_request
raise new_e
File "/opt/venv/lib/python3.11/site-packages/urllib3/connectionpool.py", line 468, in _make_request
self._validate_conn(conn)
File "/opt/venv/lib/python3.11/site-packages/urllib3/connectionpool.py", line 1097, in _validate_conn
conn.connect()
File "/opt/venv/lib/python3.11/site-packages/urllib3/connection.py", line 611, in connect
self.sock = sock = self._new_conn()
^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/urllib3/connection.py", line 212, in _new_conn
raise ConnectTimeoutError(
urllib3.exceptions.ConnectTimeoutError: (<urllib3.connection.HTTPSConnection object at 0x7fcb33a4d910>, 'Connection to huggingface.co timed out. (connect timeout=None)')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "/opt/venv/lib/python3.11/site-packages/requests/adapters.py", line 486, in send
resp = conn.urlopen(
^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/urllib3/connectionpool.py", line 845, in urlopen
retries = retries.increment(
^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/urllib3/util/retry.py", line 515, in increment
raise MaxRetryError(_pool, url, reason) from reason # type: ignore[arg-type]
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/microsoft/resnet-50/revision/main (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7fcb33a4d910>, 'Connection to huggingface.co timed out. (connect timeout=None)'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/usr/src/app/main.py", line 108, in load
await loop.run_in_executor(app.state.thread_pool, _load)
File "/usr/local/lib/python3.11/concurrent/futures/thread.py", line 58, in run
result = self.fn(*self.args, **self.kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/src/app/main.py", line 101, in _load
model.load()
File "/usr/src/app/models/base.py", line 65, in load
self.download()
File "/usr/src/app/models/base.py", line 60, in download
self._download()
File "/usr/src/app/models/image_classification.py", line 30, in _download
snapshot_download(
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/_snapshot_download.py", line 189, in snapshot_download
repo_info = api.repo_info(repo_id=repo_id, repo_type=repo_type, revision=revision, token=token)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/hf_api.py", line 1888, in repo_info
return method(
^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/hf_api.py", line 1697, in model_info
r = get_session().get(path, headers=headers, timeout=timeout, params=params)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 602, in get
return self.request("GET", url, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_http.py", line 63, in send
return super().send(request, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/adapters.py", line 507, in send
raise ConnectTimeout(e, request=request)
requests.exceptions.ConnectTimeout: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/microsoft/resnet-50/revision/main (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7fcb33a4d910>, 'Connection to huggingface.co timed out. (connect timeout=None)'))"), '(Request ID: ff8b66f5-92ff-40ef-a5b6-164037861811)')
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/opt/venv/lib/python3.11/site-packages/uvicorn/protocols/http/httptools_impl.py", line 435, in run_asgi
result = await app( # type: ignore[func-returns-value]
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/uvicorn/middleware/proxy_headers.py", line 78, in call
return await self.app(scope, receive, send)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/fastapi/applications.py", line 276, in call
await super().call(scope, receive, send)
File "/opt/venv/lib/python3.11/site-packages/starlette/applications.py", line 122, in call
await self.middleware_stack(scope, receive, send)
File "/opt/venv/lib/python3.11/site-packages/starlette/middleware/errors.py", line 184, in call
raise exc
File "/opt/venv/lib/python3.11/site-packages/starlette/middleware/errors.py", line 162, in call
await self.app(scope, receive, _send)
File "/opt/venv/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 79, in call
raise exc
File "/opt/venv/lib/python3.11/site-packages/starlette/middleware/exceptions.py", line 68, in call
await self.app(scope, receive, sender)
File "/opt/venv/lib/python3.11/site-packages/fastapi/middleware/asyncexitstack.py", line 21, in call
raise e
File "/opt/venv/lib/python3.11/site-packages/fastapi/middleware/asyncexitstack.py", line 18, in call
await self.app(scope, receive, send)
File "/opt/venv/lib/python3.11/site-packages/starlette/routing.py", line 718, in call
await route.handle(scope, receive, send)
File "/opt/venv/lib/python3.11/site-packages/starlette/routing.py", line 276, in handle
await self.app(scope, receive, send)
File "/opt/venv/lib/python3.11/site-packages/starlette/routing.py", line 66, in app
response = await func(request)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/fastapi/routing.py", line 237, in app
raw_response = await run_endpoint_function(
^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/fastapi/routing.py", line 163, in run_endpoint_function
return await dependant.call(**values)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/src/app/main.py", line 82, in predict
model = await load(await app.state.model_cache.get(model_name, model_type, **kwargs))
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/src/app/main.py", line 121, in load
await loop.run_in_executor(app.state.thread_pool, _load)
File "/usr/local/lib/python3.11/concurrent/futures/thread.py", line 58, in run
result = self.fn(*self.args, **self.kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/src/app/main.py", line 101, in _load
model.load()
File "/usr/src/app/models/base.py", line 65, in load
self.download()
File "/usr/src/app/models/base.py", line 60, in download
self._download()
File "/usr/src/app/models/image_classification.py", line 30, in _download
snapshot_download(
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/_snapshot_download.py", line 189, in snapshot_download
repo_info = api.repo_info(repo_id=repo_id, repo_type=repo_type, revision=revision, token=token)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/hf_api.py", line 1888, in repo_info
return method(
^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/hf_api.py", line 1697, in model_info
r = get_session().get(path, headers=headers, timeout=timeout, params=params)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 602, in get
return self.request("GET", url, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 589, in request
resp = self.send(prep, **send_kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/sessions.py", line 703, in send
r = adapter.send(request, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/huggingface_hub/utils/_http.py", line 63, in send
return super().send(request, *args, **kwargs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/opt/venv/lib/python3.11/site-packages/requests/adapters.py", line 507, in send
raise ConnectTimeout(e, request=request)
requests.exceptions.ConnectTimeout: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /api/models/microsoft/resnet-50/revision/main (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7fcb339b41d0>, 'Connection to huggingface.co timed out. (connect timeout=None)'))"), '(Request ID: 575181e0-6f20-4a09-82d5-3088826b1f38)')
The OS that Immich Server is running on
Debian 12
Version of Immich Server
v1.88.2
Version of Immich Mobile App
v1.88.0
Platform with the issue
Your docker-compose.yml content
Your .env content
Reproduction steps
Additional information
No response