Install tensorflow-gpu 2.3 + keras-gpu 2.3.1 using Anaconda 1.9.12 and Python 3.6 on Windows

Run anaconda with admin privileges

1. conda install tensorflow-gpu==2.1

2. pip install tensorflow --upgrade 

3. conda install keras-gpu