That’s not exactly the right way to think about it. In HDL, you’re writing an algorithm, but the algorithm produces a physical device, not a computation.

It’s like programming a machine to make a watch. At the end you have a watch. Would you say the gears execute in parallel while it measures time?

In some sense it’s right, but in another it’s missing the point.