Setup NVIDIA GPU Performance Counters

When running jobs with the Machine Learning plugin you might get the following error message: CUPTI_ERROR_INSUFFICIENT_PRIVILEGES

To fix this please follow the instructions from the NVIDIA site. It will be a good idea to do this anyway to prevent of getting the above mentioned error message.

In short the way to set this on Windows is:

1. Open the NVIDIA Control Panel
   
   
2. From the menu select Desktop and ensure that Enable Developer Settings is checked
   
   
   
   
3. From the tray select Developer > Manage GPU Perfomance Counters
   
   
4. Select Allow access to the GPU performance counter to all users to enable unrestricted profiling