PyTorchでデータセットが読み込めない

前提・実現したいこと

Pytorchの標準データセットの一つであるVOCを読み込みたいのですが、

RuntimeError: File not found or corrupted.

とエラーが出てしまい取得ができません。
解決方法を教示いただけたら幸いです

該当のソースコード

Python
1import torch
2from torchvision import datasets
3from torchvision.transforms import ToTensor
4
5
6training_data = datasets.VOCSegmentation(root="data",
7                                         image_set='train',
8                                         download=True,
9                                         )

発生している問題・エラーメッセージ

Downloading http://host.robots.ox.ac.uk/pascal/VOC/voc2012/VOCtrainval_11-May-2012.tar to data/VOCtrainval_11-May-2012.tar
1999639552/? [00:30<00:00, 72567197.20it/s]
---------------------------------------------------------------------------
RuntimeError                              Traceback (most recent call last)
<ipython-input-3-40c49b343294> in <module>()
      8 training_data = datasets.VOCSegmentation(root="data",
      9                                          image_set='train',
---> 10                                          download=True,
     11                                          #transform=ToTensor()
     12                                          )

2 frames
/usr/local/lib/python3.7/dist-packages/torchvision/datasets/voc.py in __init__(self, root, year, image_set, download, transform, target_transform, transforms)
    104 
    105         if download:
--> 106             download_and_extract_archive(self.url, self.root, filename=self.filename, md5=self.md5)
    107 
    108         if not os.path.isdir(voc_root):

/usr/local/lib/python3.7/dist-packages/torchvision/datasets/utils.py in download_and_extract_archive(url, download_root, extract_root, filename, md5, remove_finished)
    411         filename = os.path.basename(url)
    412 
--> 413     download_url(url, download_root, filename, md5)
    414 
    415     archive = os.path.join(download_root, filename)

/usr/local/lib/python3.7/dist-packages/torchvision/datasets/utils.py in download_url(url, root, filename, md5, max_redirect_hops)
    149     # check integrity of downloaded file
    150     if not check_integrity(fpath, md5):
--> 151         raise RuntimeError("File not found or corrupted.")
    152 
    153 

RuntimeError: File not found or corrupted.