We\'re currently training various neural networks using Keras, which is ideal because it has a nice interface and is relatively easy to use, but we\'d like to be able to apply t
This seems to be answered in "Keras as a simplified interface to TensorFlow: tutorial", posted on The Keras Blog by Francois Chollet.
In particular, section II, "Using Keras models with TensorFlow".