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Bad zipfile error while downloading CelebA dataset #2756

@square-1111

Description

@square-1111

🐛 Bug

I am working with CelebA dataset with download = True. I am getting an error
BadZipFile: File is not a zip file

To Reproduce

import torchvision.datasets as dset
data = dset.celeba.CelebA(root='.', split='train', target_type='attr', transform=None, download=True)

Environment

I am working on Google Colab

PyTorch version: 1.6.0+cu101
Is debug build: False
CUDA used to build PyTorch: 10.1
ROCM used to build PyTorch: N/A

OS: Ubuntu 18.04.5 LTS (x86_64)
GCC version: (Ubuntu 7.5.0-3ubuntu1~18.04) 7.5.0
Clang version: 6.0.0-1ubuntu2 (tags/RELEASE_600/final)
CMake version: version 3.12.0

Python version: 3.6 (64-bit runtime)
Is CUDA available: True
CUDA runtime version: 10.1.243
GPU models and configuration: GPU 0: Tesla K80
Nvidia driver version: 418.67
cuDNN version: /usr/lib/x86_64-linux-gnu/libcudnn.so.7.6.5
HIP runtime version: N/A
MIOpen runtime version: N/A  

Versions of relevant libraries:
[pip3] numpy==1.18.5 
[pip3] torch==1.6.0+cu101
[pip3] torchsummary==1.5.1
[pip3] torchtext==0.3.1
[pip3] torchvision==0.7.0+cu101
[conda] Could not collect```

cc @pmeier

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