Issue Installing cuDNN Python Module via pip install cudnn

[ziyuhuang123]

I encountered the following code in a project:

try:
    import cudnn
except ImportError:
    cudnn = None

To resolve the ImportError, I tried installing cudnn using the following command:

(base) D:\trash_can\dataflow_hopper\new-flash-attention>pip install cudnn

However, I received the following errors:

DEPRECATION: Loading egg at c:\users\hzy\anaconda3\lib\site-packages\turingas-0.1-py3.11.egg is deprecated. pip 23.3 will enforce this behaviour change. A possible replacement is to use pip for package installation..
WARNING: Retrying (Retry(total=4, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x00000204652BBB50>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it.'))': /simple/cudnn/
WARNING: Retrying (Retry(total=3, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x00000204652A8750>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it.'))': /simple/cudnn/
WARNING: Retrying (Retry(total=2, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x00000204652C7A90>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it.'))': /simple/cudnn/
WARNING: Retrying (Retry(total=1, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x00000204652CD7D0>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it.'))': /simple/cudnn/
WARNING: Retrying (Retry(total=0, connect=None, read=None, redirect=None, status=None)) after connection broken by 'ProxyError('Cannot connect to proxy.', NewConnectionError('<pip._vendor.urllib3.connection.HTTPSConnection object at 0x00000204652CD210>: Failed to establish a new connection: [WinError 10061] No connection could be made because the target machine actively refused it.'))': /simple/cudnn/
ERROR: Could not find a version that satisfies the requirement cudnn (from versions: none)
ERROR: No matching distribution found for cudnn

Can anyone help me understand why this happens? Is there a specific way to install cuDNN as a Python module?