Python anaconda access denied

If you choose to install Anaconda for All Users you will need to escalate privileges on the Command Prompt. Right click CMD and choose "Run As Admin". If you do not want to do this every time you will need to set the permissions on the entire Anaconda directory for you user to Full Access.

Run the cmd in administrative mode and type

pip install --upgrade tensorflow-gpu --user

This worked for me