Yes, indeed they did... When Japan were on the verge of collapse anyway... The bomb needed a test drive as an example to the World...

Not that we can talk, we blanket bombed Dresden under the direction of Arthur "Bomber" Harris, Killing anywhere between 35,000 and 100,000 civilians...