Isn't this article conflating feed forward applications of trained conv nets with the training of conv nets? The latter is what is so expensive, yet it seems li

Isn't this article conflating feed forward applications of trained conv nets with the training of conv nets? The latter is what is so expensive, yet it seems like the demo of object recognition is the former, and not a breakthrough to run on a phone AFAIK.