Google TPU was introduced around same time as apple. Basically everybody knew it can be something around that time, just don't know exactly how
I can’t find TDP for Apple’s Neural Engine (https://en.wikipedia.org/wiki/Neural_Engine), but the first version shipped in the iPhone 8, which has a 7 Wh battery, so these are targeting different markets.