Error while execution MVTEC runner
dimadobriy opened this issue · comments
Greetings!
First of all, I would like to thank you for sharing this project. It was a pleasure to study the main paper.
I would like to ask for some help in solving the problems related to running the code.
The first problem occurred after running the command
pip install .
It failed to install the required version of pprofile. By modifying the requirements.txt for pprofile from version pprofile==2.0.5 to pprofile==2.1, the problem was solved.
The Fashion MNIST and CIFAR runners seem to be working correctly. However, MVTec-AD, unfortunately, does not start. Any idea what I could be doing wrong? is it possible that this error was a consequence of changing the version of the pprofile?
Thanks for patience.
I use Ubuntu 20.04, virtualenv
LOG:
/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/torchvision/transforms/transforms.py:280: UserWarning: Argument interpolation should be of type InterpolationMode instead of int. Please, use InterpolationMode enum.
warnings.warn(
Downloading ftp://guest:GU%2E205dldo@ftp.softronics.ch/mvtec_anomaly_detection/mvtec_anomaly_detection.tar.xz to /home/dima/cham/fcdd/data/datasets/mvtec/mvtec_anomaly_detection.tar.xz
0it [00:00, ?it/s]Plotting ROC for completed classes up to 0...
Traceback (most recent call last):
File "/usr/lib/python3.8/urllib/request.py", line 1571, in ftp_open
fw = self.connect_ftp(user, passwd, host, port, dirs, req.timeout)
File "/usr/lib/python3.8/urllib/request.py", line 1592, in connect_ftp
return ftpwrapper(user, passwd, host, port, dirs, timeout,
File "/usr/lib/python3.8/urllib/request.py", line 2413, in __init__
self.init()
File "/usr/lib/python3.8/urllib/request.py", line 2423, in init
self.ftp.login(self.user, self.passwd)
File "/usr/lib/python3.8/ftplib.py", line 410, in login
resp = self.sendcmd('PASS ' + passwd)
File "/usr/lib/python3.8/ftplib.py", line 277, in sendcmd
return self.getresp()
File "/usr/lib/python3.8/ftplib.py", line 250, in getresp
raise error_perm(resp)
ftplib.error_perm: 530 Login incorrect.
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "runners/run_mvtec.py", line 19, in <module>
runner.run()
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/runners/bases.py", line 203, in run
self.run_classes(**vars(self.args))
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/runners/bases.py", line 221, in run_classes
res = self.run_seeds(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/runners/bases.py", line 181, in run_seeds
res = self.run_one(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/runners/bases.py", line 100, in run_one
setup = trainer_setup(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/training/setup.py", line 104, in trainer_setup
ds = load_dataset(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/__init__.py", line 42, in load_dataset
dataset = ADMvTec(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec.py", line 214, in __init__
train_set = MvTec(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec_base.py", line 78, in __init__
self.download(shape=self.shape[1:])
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec_base.py", line 148, in download
self.download_and_extract_archive(
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec_base.py", line 266, in download_and_extract_archive
MvTec.download_url(url, download_root, filename)
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec_base.py", line 315, in download_url
raise e
File "/home/dima/cham/fcdd/python/venv/lib/python3.8/site-packages/fcdd/datasets/mvtec_base.py", line 304, in download_url
urllib.request.urlretrieve(url, fpath, reporthook=gen_bar_updater())
File "/usr/lib/python3.8/urllib/request.py", line 247, in urlretrieve
with contextlib.closing(urlopen(url, data)) as fp:
File "/usr/lib/python3.8/urllib/request.py", line 222, in urlopen
return opener.open(url, data, timeout)
File "/usr/lib/python3.8/urllib/request.py", line 525, in open
response = self._open(req, data)
File "/usr/lib/python3.8/urllib/request.py", line 542, in _open
result = self._call_chain(self.handle_open, protocol, protocol +
File "/usr/lib/python3.8/urllib/request.py", line 502, in _call_chain
result = func(*args)
File "/usr/lib/python3.8/urllib/request.py", line 1589, in ftp_open
raise exc.with_traceback(sys.exc_info()[2])
File "/usr/lib/python3.8/urllib/request.py", line 1571, in ftp_open
fw = self.connect_ftp(user, passwd, host, port, dirs, req.timeout)
File "/usr/lib/python3.8/urllib/request.py", line 1592, in connect_ftp
return ftpwrapper(user, passwd, host, port, dirs, timeout,
File "/usr/lib/python3.8/urllib/request.py", line 2413, in __init__
self.init()
File "/usr/lib/python3.8/urllib/request.py", line 2423, in init
self.ftp.login(self.user, self.passwd)
File "/usr/lib/python3.8/ftplib.py", line 410, in login
resp = self.sendcmd('PASS ' + passwd)
File "/usr/lib/python3.8/ftplib.py", line 277, in sendcmd
return self.getresp()
File "/usr/lib/python3.8/ftplib.py", line 250, in getresp
raise error_perm(resp)
urllib.error.URLError: <urlopen error ftp error: error_perm('530 Login incorrect.')>
0it [00:00, ?it/s]```
it seems the problem is in connection with FTP server, isn't it?
Hey. Yes, it seems that MVTec changed the download link for the dataset. I updated the link in the code and pushed it. Should work now.
PS: The pprofile package is actually optional. I removed it from requirements.txt.
@liznerski Great, it works! Thank you.