You won't find sudden steep hills, but as you can see in the chart below, there are long gradual inclines throughout the trail.
As you would expect with a former railroad route, changes in direction or elevation tend to be gradual.
In the chart below, the paved sections appear as solid, while gravel sections show up as striped.