Follow this tutorial Tensorflow GPU I did it and it works perfect.
Attention! - install version 9.0! newer version is not supported by Tensorflow-gpu
Steps:
pip install tensorflow-gpu
from tensorflow.python.client import device_lib
print(device_lib.list_local_devices())