Similar to Chayan Bansal, what fixed it for me was to update my Tensorflow-GPU library.
If you're using Anaconda with tensorflow-gpu installed, open the Anaconda prompt, activate the virtual environment you're using, and enter "conda update tensorflow-gpu"