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WindVChen / DiffAttack

An unrestricted attack based on diffusion models that can achieve both good transferability and imperceptibility.
Apache License 2.0
115 stars 9 forks source link

"I may not be able to use a VPN when running the code on the server, and I encounter numerous errors every time it reaches the 'Transfer to deit-b' part. How can I resolve this?" #11

Open nil0330 opened 8 months ago

nil0330 commented 8 months ago

*****Transfer to deit-b**** Traceback (most recent call last): File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connection.py", line 174, in _new_conn conn = connection.create_connection( File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/util/connection.py", line 95, in create_connection raise err File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/util/connection.py", line 85, in create_connection sock.connect(sa) OSError: [Errno 101] Network is unreachable

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connectionpool.py", line 703, in urlopen httplib_response = self._make_request( File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connectionpool.py", line 386, in _make_request self._validate_conn(conn) File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connectionpool.py", line 1042, in _validate_conn conn.connect() File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connection.py", line 358, in connect self.sock = conn = self._new_conn() File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connection.py", line 186, in _new_conn raise NewConnectionError( urllib3.exceptions.NewConnectionError: <urllib3.connection.HTTPSConnection object at 0x7eff29f1e2f0>: Failed to establish a new connection: [Errno 101] Network is unreachable

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/requests/adapters.py", line 489, in send resp = conn.urlopen( File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/connectionpool.py", line 787, in urlopen retries = retries.increment( File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/urllib3/util/retry.py", line 592, 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/deit_base_patch16_224.fb_in1k/resolve/main/pytorch_model.bin (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7eff29f1e2f0>: Failed to establish a new connection: [Errno 101] Network is unreachable'))

During handling of the above exception, another exception occurred:

Traceback (most recent call last): File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1232, in hf_hub_download metadata = get_hf_file_metadata( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(args, kwargs) File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1599, in get_hf_file_metadata r = _request_wrapper( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 417, in _request_wrapper response = _request_wrapper( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 452, in _request_wrapper return http_backoff( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 258, in http_backoff response = session.request(method=method, url=url, kwargs) File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/requests/sessions.py", line 587, in request resp = self.send(prep, send_kwargs) File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/requests/sessions.py", line 701, in send r = adapter.send(request, kwargs) File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/utils/_http.py", line 63, in send return super().send(request, args, **kwargs) File "/usr/local/miniconda3/envs/students/lib/python3.10/site-packages/requests/adapters.py", line 565, in send raise ConnectionError(e, request=request) requests.exceptions.ConnectionError: (MaxRetryError("HTTPSConnectionPool(host='huggingface.co', port=443): Max retries exceeded with url: /timm/deit_base_patch16_224.fb_in1k/resolve/main/pytorch_model.bin (Caused by NewConnectionError('<urllib3.connection.HTTPSConnection object at 0x7eff29f1e2f0>: Failed to establish a new connection: [Errno 101] Network is unreachable'))"), '(Request ID: 95b9f5fa-b3a6-4355-a9a0-acd37a7082d9)')

The above exception was the direct cause of the following exception:

Traceback (most recent call last): File "/home/tianfengyuan/diff_attack/DiffAttack/main.py", line 203, in model_transfer(images, adv_images, label, res, save_path=save_dir, args=args) File "/home/tianfengyuan/diff_attack/DiffAttack/other_attacks.py", line 111, in model_transfer model = model_selection(name) File "/home/tianfengyuan/diff_attack/DiffAttack/other_attacks.py", line 37, in model_selection model = timm.create_model( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/timm/models/_factory.py", line 114, in create_model model = create_fn( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/timm/models/deit.py", line 269, in deit_base_patch16_224 model = _create_deit('deit_base_patch16_224', pretrained=pretrained, dict(model_args, kwargs)) File "/home/tianfengyuan/.local/lib/python3.10/site-packages/timm/models/deit.py", line 125, in _create_deit model = build_model_with_cfg( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/timm/models/_builder.py", line 393, in build_model_with_cfg load_pretrained( File "/home/tianfengyuan/.local/lib/python3.10/site-packages/timm/models/_builder.py", line 186, in load_pretrained state_dict = load_state_dict_from_hf(pretrained_loc) File "/home/tianfengyuan/.local/lib/python3.10/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 "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/utils/_validators.py", line 118, in _inner_fn return fn(*args, **kwargs) File "/home/tianfengyuan/.local/lib/python3.10/site-packages/huggingface_hub/file_download.py", line 1349, 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.

I may not be able to use a VPN when running the code on the server, and I encounter numerous errors every time it reaches the 'Transfer to deit-b' part. How can I resolve this?

WindVChen commented 8 months ago

Hi @nil0330 ,

An alternative way is to download the pre-trained weight manually. I would recommend referring to the answer here.

Hope this helps.