IIRC theano checks for CuDNN by attempting to actually compile against it, 
so if it can then it's finding the CuDNN files somewhere. 

On Tuesday, July 12, 2016 at 11:23:02 AM UTC-4, [email protected] wrote:
>
> My theano.sandbox.cuda.dnn_available() says "True".
>
> However, I noticed that theano.config.dnn.library_path == 
> '/usr/local/cuda/lib64', which is a directory that has no cuDNN files on my 
> system.
>
> If Theano is looking for cuDNN in the wrong place, how can cuDNN be 
> available to it?
>
> Is there any way to know for cure that Theano is using cuDNN in its 
> convolution operations? The speed that I'm seeing seems to be about a 
> quarter of what cuDNN should be capable of.
>

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