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There are two modules for tensorflow on the cluster for python and both  are gpu aware. Use the gpu partition to take advantage of the speedup that the the gpus GPUs provide.
tensorflow/11-python2.7

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You must use python3 instead of python if using the tensorflow/11-python3.5 module.

$module load tensorflow/11-python3.5
$python3
Python 3.5.0 (default, Nov  4 2015, 11:43:11)  
[GCC 4.4.7 20120313 (Red Hat 4.4.7-4)] on linux
Type "help", "copyright", "credits" or "license" for more information.
>>>import tensorflow as tf
>>> ( more code)