You must install.
Nvidia driver of your video card.
The CUDA Toolkit 10.1
The CUDA Toolkit 10.1 update 1
The CUDA Toolkit 10.1 update 2
Extract the cuDNN NVIDIA lib into your CUDA Toolkit folder.
That's it, your up and running, processing is faster than CPU. :)...