baloglub:

my graphical card started to make a noise such as dj spinner


That sounds weird.
How loud is this sound?
It’s quite normal, that your GPU will make some sounds while it’s working.
Some people even claim to be able to distinguish between training a recurrent model and a CNN. 
Was your GPU making these sounds from the beginning or did you just notice it now?



 baloglub:

Also, the first error is still the same when cudnn is enabled.


That’s not good. How did you install PyTorch?
Did you compile it from source (since you’ve posted the nvcc version) or did you install some binaries?
Could you create a new conda/pip environment and install the latest PyTorch binaries again?
Sometimes reinstalling conda completely seemed to get rid of some bugs.