I have installed theano-0.9.0. When I run the program gputest.py using cuda 
backend. It gives the following output.

WARNING (theano.sandbox.cuda): The cuda backend is deprecated and will be 
removed in the next release (v0.10).  Please switch to the gpuarray 
backend. You can get more information about how to switch at this URL:
 
https://github.com/Theano/Theano/wiki/Converting-to-the-new-gpu-back-end%28gpuarray%29

Using gpu device 0: GeForce GTX 960 (CNMeM is disabled, cuDNN 5110)
[GpuElemwise{exp,no_inplace}(<CudaNdarrayType(float32, vector)>), 
HostFromGpu(GpuElemwise{exp,no_inplace}.0)]
Looping 1000 times took 0.377993 seconds
Result is [ 1.23178029  1.61879349  1.52278066 ...,  2.20771813  2.29967761
  1.62323296]
Used the gpu

But if I run the program using gpuarray backend, it gives an error.

ERROR (theano.gpuarray): Could not initialize pygpu, support disabled
Traceback (most recent call last):
  File "/usr/lib/python2.7/dist-packages/theano/gpuarray/__init__.py", line 
164, in <module>
    use(config.device)
  File "/usr/lib/python2.7/dist-packages/theano/gpuarray/__init__.py", line 
151, in use
    init_dev(device)
  File "/usr/lib/python2.7/dist-packages/theano/gpuarray/__init__.py", line 
68, in init_dev
    context.cudnn_handle = dnn._make_handle(context)
  File "/usr/lib/python2.7/dist-packages/theano/gpuarray/dnn.py", line 80, 
in _make_handle
    cudnn = _dnn_lib()
  File "/usr/lib/python2.7/dist-packages/theano/gpuarray/dnn.py", line 67, 
in _dnn_lib
    raise RuntimeError('Could not find cudnn library (looked for v5[.1])')
RuntimeError: Could not find cudnn library (looked for v5[.1])
[Elemwise{exp,no_inplace}(<TensorType(float32, vector)>)]
Looping 1000 times took 1.907746 seconds
Result is [ 1.23178029  1.61879337  1.52278066 ...,  2.20771813  2.29967761
  1.62323284]
Used the cpu

I have copied the cudnn files to the cuda root folder. I have also tried 
ldconfig but it didn't work. Kindly help.

Thanks,
Akshay

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