Tensorflow Related

Useful testing functions after setting up the environment:

Run import tensorflow as tf first
Run tf.test.gpu_device_name() should gives the correct GPU card name and driver info.
Run tf.test.is_built_with_cuda() tells if current TF is compiled supporting CUDA.
Check this link for more details: https://www.tensorflow.org/api_docs/python/tf/test

Some official Tested build configurations. It tells the compatibility among tensorflow, cuDNN, and CUDA (the package name cudatoolkit).