Rounding is something humans can't do either. how easily can you round a stick that is almost exactly 1.5 meters long? You would be ever sure that you are correct.
And as for rounding in mathematical way, that wouldn't be a problem for neural network, since it is a large distance from 1.4999... and 1.5000... from neural network's perspective, just like it is for you.
And as for rounding in mathematical way, that wouldn't be a problem for neural network, since it is a large distance from 1.4999... and 1.5000... from neural network's perspective, just like it is for you.