It's hardly "walking". It's basically just a silly way to run.
Just like in the NBA many players travel all the time, but it just isn't called.
Yes, obviously it’s just a silly way to run, if “run” is “move fast on foot”.
It’s just that “race walking” is fewer words than “a silly way to run where you have to keep one foot on the ground always.”