Qualcomm added recently some improvements for running deep learnning in mobile, and google is also working in mobile nets that use less operations. I don't thin

Qualcomm added recently some improvements for running deep learnning in mobile, and google is also working in mobile nets that use less operations. I don't think you will see TPUs or something similar in mobile soon, but there are other small improvements that are being done now. Unless someone can put a huge battery in a small mobile, forget about running big (and good) networks in mobile.