I will first denote that I am a total beginner, so please be gentle
I was asked the next question:
I have a NN for finding objects that run at 30 fps, on an NVIDIA RTX2070 GPU (or in general a standard desktop GPU). Given that the RTX2070 power consumption for that NN is 175 watts, what will be the power consumption for that NN after we optimize it and run it on the GPU of a galaxy S21?
I will like to mention that this question could be missing information required to know the exact solution (on purpose). Thus, what I am actually looking for (besides an answer) is to understand the process, meaning what is the optimization of the NN?, what are the actions required to "move" a NN to a mobile device?, how can I evaluate the power consumption required to run an NN?, are there maybe some known ratios between PC GPU's and mobile GPU's?
and any other thing you think is relevant.
Thank you very much in advance