“Race walking” is distinguished from “running” based on technique. In this case, “walking” is defined very strictly as “never having both feet off the ground.”

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.”