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A quick test of whether tensorflow-gpu is working for ''python3.6'', type the following into a terminal:
python3.6 -c "import tensorflow as tf; sess = tf.Session(config=tf.ConfigProto(log_device_placement=True))"
This will report back which CPU and GPU devices the tensorflow is using. If there is no information for the GPU device, there is something wrong.

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