"TensorFlow™
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TensorFlow is an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more CPUs or GPUs in a desktop, server, or mobile device with a single API. |
TensorFlow site has tutorials and other resources for using this application. TensorFlow has an API for python and C++.
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 GPUs provide.
tensorflow/11-python2.7
tensorflow/11-python3.5
You must use python3 instead of python if using the tensorflow/11-python3.5 module.
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$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) |