I installed pygpu and cuda (with nccl) etc.. but:
[ailick@Ailick_Mj Build]$ DEVICE=cuda python -c "import pygpu;pygpu.test()"
pygpu is installed in 
/usr/lib/python3.6/site-packages/pygpu-0.7.1-py3.6-linux-x86_64.egg/pygpu
NumPy version 1.13.1
NumPy relaxed strides checking option: True
NumPy is installed in /usr/lib/python3.6/site-packages/numpy
Python version 3.6.2 (default, Jul 20 2017, 03:52:27) [GCC 7.1.1 20170630]
nose version 1.3.7
*** Testing for GeForce GTX 760M
mpi4py found: False
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----------------------------------------------------------------------
Ran 7253 tests in 162.373s

OK (SKIP=7)
[ailick@Ailick_Mj Build]$ python
Python 3.6.2 (default, Jul 20 2017, 03:52:27) 
[GCC 7.1.1 20170630] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>> import theano
ERROR (theano.gpuarray): pygpu was configured but could not be imported or 
is too old (version 0.6 or higher required)
NoneType: None


?

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