CIFAR10 Datasets Unavailable

I am trying to download the CIFAR10 dataset using the module torchvision.datasets.CIFAR10 and the HTTP request fails with an error that the host is not accepting connections.

Traceback (most recent call last):
  File "D:\Program Files\Python310\lib\urllib\request.py", line 1348, in do_open
    h.request(req.get_method(), req.selector, req.data, headers,
  File "D:\Program Files\Python310\lib\http\client.py", line 1282, in request
    self._send_request(method, url, body, headers, encode_chunked)
  File "D:\Program Files\Python310\lib\http\client.py", line 1328, in _send_request
    self.endheaders(body, encode_chunked=encode_chunked)
  File "D:\Program Files\Python310\lib\http\client.py", line 1277, in endheaders
    self._send_output(message_body, encode_chunked=encode_chunked)
  File "D:\Program Files\Python310\lib\http\client.py", line 1037, in _send_output
    self.send(msg)
  File "D:\Program Files\Python310\lib\http\client.py", line 975, in send
    self.connect()
  File "D:\Program Files\Python310\lib\http\client.py", line 1447, in connect
    super().connect()
  File "D:\Program Files\Python310\lib\http\client.py", line 941, in connect
    self.sock = self._create_connection(
  File "D:\Program Files\Python310\lib\socket.py", line 845, in create_connection
    raise err
  File "D:\Program Files\Python310\lib\socket.py", line 833, in create_connection
    sock.connect(sa)
TimeoutError: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
  File "D:\Program Files\Python310\lib\urllib\request.py", line 1351, in do_open
    raise URLError(err)
urllib.error.URLError: <urlopen error [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond>
python-BaseException

On further debugging the HTTPRequest and trying to ping the host machine, it shows that it is not reachable.

Is anyone else facing this issue or know any workaround apart from manually downloading the cifar10 database ?

Runtime version -
Python - 3.10.2
Torch - 2.2.1+cu118
Torchvision - 0.17.1+cu118