How many video channels can one video channel process

Trying to develope some apps for video recognition by deep learning method. Later may need to deploy on GPU server with P100.

May I know how to estimate how many parallel video processing threads can one server hold. So far, the development just start, not sure the computing power needed. Is there any general method or steps for estimation.

Any suggestion, thanks.