I have to solve the GPU computing toolkits problem several times since different project frequently changes between Tensorflow and Tensorflow2. This tutorial concludes the details in setting up the GPU environment for Tensorflow. I won’t introduce how to set up python environment and anything about hardware in this blog. This tutorial is for Windows OS (The logic also works in other OSs, but the links will not be available anymore).