Just wanted to report a workaround for a problem I have encountered:
Even though I set up cudnn 5.0 (together with Cuda 8.0) correctly according 
to this 
docu 
http://deeplearning.net/software/theano_versions/dev/library/sandbox/cuda/dnn.html
 
, my theano 0.9 wasn't able to find cudnn. The error message was cuDNN Can 
not compile with cuDNN after setting dnn.enabled = True in my .theanorc.
The problem seems to be that the lib file of cudnn is only detected if 
named libcudnn.so , without any version number prepended. 
To make everything work fine (also automated cudnn version detection of 
theano), I created a double symlink of the following form:

libcudnn.so -> libcudnn.so.5
libcudnn.so.5 -> libcudnn.so.5.0.5
libcudnn.so.5.0.5

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