Installing TensorFlow 2.1 with CUDA and cuDNN on Windows 10

Hello World!
Today we will learn how to setup TensorFlow 2.1 with CUDA and cuDNN on Windows 10 in three simple steps.

Step 1: Download and install Anaconda with Python 3.x.

Step 2: Download CUDA 10.1 and cuDNN 7.6.5 for CUDA 10.1. Make sure the versions are compatible with TensorFlow by visiting the TensorFlow official page. You will also need Microsoft Visual C++ Redistributables, which can be downloaded here. Install CUDA and VCredist with default settings. Extract cuDNN zip file. Copy all the files inside cuda folder and replace them in

 C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v10.1

Step 3: Open Anaconda Prompt as Administrator from the start menu. Run command:

pip install tensorflow-gpu==2.1.0 

More details on setting up TF GPU and OpenCV could be found in this video.