This topic is about setting up and managing GPUs in TensorFlow.
It assumes that the GPU version of TensorFlow has been installed (see https://www.tensorflow.org/install/ for more information on the GPU installation).
You also might want to have a look to the official documentation: https://www.tensorflow.org/tutorials/using_gpu
Main sources: