If you do it normally, you'll get angry.
pi@raspberrypi:~/WatchOverBudge $ sudo pip install tensorflow-1.1.0-cp27-none-linux_armv7l.whl
tensorflow-1.1.0-cp27-none-linux_armv7l.whl is not a supported wheel on this platform.
pi@raspberrypi:~/WatchOverBudge $ python2.7 -m pip install https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.5.0-cp27- none-linux_x86_64.whl
tensorflow-0.5.0-cp27-none-linux_x86_64.whl is not a supported wheel on this platform.
I'd be OK with this.