CSAILVision / NetDissect-Lite

Light version of Network Dissection for Quantifying Interpretability of Networks
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OverflowError: timeout value is too large #24

Closed scutfrank closed 1 year ago

scutfrank commented 1 year ago

I just run the main.py in WIN10 system, and fix the scipy.misc problem by change import and sentence As I know ,Windows don't support multiprocessing, So what I modify in the setting.py are WORKERS = 0

Got error like this: Traceback (most recent call last): File "D:/1.Study/Jupyter Book/interpretable-ai-book-master/Chapter_06/NetDissect-Lite/main.py", line 11, in features, maxfeature = fo.feature_extraction(model=model) File "D:\1.Study\Jupyter Book\interpretable-ai-book-master\Chapter_06\NetDissect-Lite\feature_operation.py", line 58, in feature_extraction for batch_idx,batch in enumerate(loader.tensor_batches(bgr_mean=self.mean)): File "D:\1.Study\Jupyter Book\interpretable-ai-book-master\Chapter_06\NetDissect-Lite\loader\data_loader.py", line 542, in tensor_batches batch = self.fetch_tensor_batch( File "D:\1.Study\Jupyter Book\interpretable-ai-book-master\Chapter_06\NetDissect-Lite\loader\data_loader.py", line 536, in fetch_tensor_batch batch = self.fetch_batch() File "D:\1.Study\Jupyter Book\interpretable-ai-book-master\Chapter_06\NetDissect-Lite\loader\data_loader.py", line 528, in fetch_batch return result.get(31536000) File "D:\Software\anaconda3\lib\multiprocessing\pool.py", line 765, in get self.wait(timeout) File "D:\Software\anaconda3\lib\multiprocessing\pool.py", line 762, in wait self._event.wait(timeout) File "D:\Software\anaconda3\lib\threading.py", line 558, in wait signaled = self._cond.wait(timeout) File "D:\Software\anaconda3\lib\threading.py", line 306, in wait gotit = waiter.acquire(True, timeout) OverflowError: timeout value is too large file missing, loading from scratch

Other question from me: 1.Is Win10 system possible to run the code(No multiprocessing and only has single GPU)? 2.Can scipy.misc problem be fixed by change the sentence as below: imread: from scipy.misc import imread->import imageio imread->imageio.imread imsave: from scipy.misc import imsave->import cv2 as cv imsave->cv.imsave imresize: from scipy.misc import imresize->from PIL import Image imresize(,)->np.array(Image.fromarray(arr).resize((,)))

Please help me with it ,thanks!

gaotan666 commented 3 weeks ago

how to solve it?