Connection to huggingface.co timed out
Closed this issue · 1 comments
Traceback (most recent call last):
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connection.py", line 169, in _new_conn
conn = connection.create_connection(
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/util/connection.py", line 96, in create_connection
raise err
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/util/connection.py", line 86, in create_connection
sock.connect(sa)
socket.timeout: timed out
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connectionpool.py", line 699, in urlopen
httplib_response = self._make_request(
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connectionpool.py", line 382, in _make_request
self._validate_conn(conn)
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connectionpool.py", line 1010, in _validate_conn
conn.connect()
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connection.py", line 353, in connect
conn = self._new_conn()
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connection.py", line 174, in _new_conn
raise ConnectTimeoutError(
urllib3.exceptions.ConnectTimeoutError: (<urllib3.connection.HTTPSConnection object at 0x7fd5cfa11430>, 'Connection to huggingface.co timed out. (connect timeout=10)')
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/miniconda3/lib/python3.8/site-packages/requests/adapters.py", line 439, in send
resp = conn.urlopen(
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/connectionpool.py", line 755, in urlopen
retries = retries.increment(
File "/root/miniconda3/lib/python3.8/site-packages/urllib3/util/retry.py", line 574, in increment
raise MaxRetryError(_pool, url, error or ResponseError(cause))
urllib3.exceptions.MaxRetryError: HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /timm/resnet50.a1_in1k/resolve/main/pytorch_model.bin (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7fd5cfa11430>, 'Connection to huggingface.co timed out. (connect timeout=10)'))
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1238, in hf_hub_download
metadata = get_hf_file_metadata(
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1631, in get_hf_file_metadata
r = _request_wrapper(
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 385, in _request_wrapper
response = _request_wrapper(
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 408, in _request_wrapper
response = get_session().request(method=method, url=url, **params)
File "/root/miniconda3/lib/python3.8/site-packages/requests/sessions.py", line 542, in request
resp = self.send(prep, **send_kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/requests/sessions.py", line 655, in send
r = adapter.send(request, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/utils/_http.py", line 67, in send
return super().send(request, *args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/requests/adapters.py", line 504, in send
raise ConnectTimeout(e, request=request)
requests.exceptions.ConnectTimeout: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /timm/resnet50.a1_in1k/resolve/main/pytorch_model.bin (Caused by ConnectTimeoutError(<urllib3.connection.HTTPSConnection object at 0x7fd5cfa11430>, 'Connection to huggingface.co timed out. (connect timeout=10)'))"), '(Request ID: b3552eef-0753-455a-a7b7-8dd61af412af)')
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "train.py", line 47, in
trainer.fit(model, train_dataloaders=train_dataloader, val_dataloaders=test_dataloader)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 735, in fit
self._call_and_handle_interrupt(
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 682, in _call_and_handle_interrupt
return trainer_fn(*args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 770, in _fit_impl
self._run(model, ckpt_path=ckpt_path)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1193, in _run
self._dispatch()
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1272, in _dispatch
self.training_type_plugin.start_training(self)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/plugins/training_type/training_type_plugin.py", line 202, in start_training
self._results = trainer.run_stage()
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1282, in run_stage
return self._run_train()
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1304, in _run_train
self._run_sanity_check(self.lightning_module)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1368, in _run_sanity_check
self._evaluation_loop.run()
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/loops/base.py", line 140, in run
self.on_run_start(*args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/loops/dataloader/evaluation_loop.py", line 96, in on_run_start
self._on_evaluation_epoch_start()
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/loops/dataloader/evaluation_loop.py", line 214, in _on_evaluation_epoch_start
self.trainer.call_hook("on_validation_epoch_start", *args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/pytorch_lightning/trainer/trainer.py", line 1483, in call_hook
output = model_fx(*args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/torch/utils/_contextlib.py", line 115, in decorate_context
return func(*args, **kwargs)
File "/root/DiAD-main/ldm/models/diffusion/ddpm.py", line 484, in on_validation_epoch_start
pretrained_model = timm.create_model("resnet50", pretrained=True, features_only=True)
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/_factory.py", line 117, in create_model
model = create_fn(
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/resnet.py", line 1322, in resnet50
return _create_resnet('resnet50', pretrained, **dict(model_args, **kwargs))
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/resnet.py", line 584, in _create_resnet
return build_model_with_cfg(ResNet, variant, pretrained, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/_builder.py", line 397, in build_model_with_cfg
load_pretrained(
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/_builder.py", line 190, in load_pretrained
state_dict = load_state_dict_from_hf(pretrained_loc)
File "/root/miniconda3/lib/python3.8/site-packages/timm/models/_hub.py", line 188, in load_state_dict_from_hf
cached_file = hf_hub_download(hf_model_id, filename=filename, revision=hf_revision)
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn
return fn(*args, **kwargs)
File "/root/miniconda3/lib/python3.8/site-packages/huggingface_hub/file_download.py", line 1371, in hf_hub_download
raise LocalEntryNotFoundError(
huggingface_hub.utils._errors.LocalEntryNotFoundError: An error happened while trying to locate the file on the Hub and we cannot find the requested files in the local cache. Please check your connection and try again or make sure your Internet connection is on.
请问这个问题怎么解决
It seems that your network cannot download the pretrained resnet50 model from timm, where in File "/root/DiAD-main/ldm/models/diffusion/ddpm.py", line 484, in on_validation_epoch_start
pretrained_model = timm.create_model("resnet50", pretrained=True, features_only=True).
One solution is that you could download the pretrained model first and put it in your path and revise the code:
pretrained_model = timm.create_model("resnet50", pretrained=False, checkpoint_path=your_path, features_only=True).