Acceleration is simply a rate of change of velocity. So the magnitude tells you, how quickly velocity changes. That is, your speed changed by 20ms every 2 seconds, or 10ms every second. Thus, when we talk about the magnitude of acceleration, we are talking about how quickly your speed changes in a given unit of time.