E: Version '8.3.1.22-1+cuda10.2' for 'libcudnn8' was not found

*I already did
$ sudo apt-get update
, it just wont work.

In the end I went to the cudnn archive and download older version
https://developer.nvidia.com/rdp/cudnn-archive

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