There is another way to represent the variations produced in the kinetic and potential energies of an S.H.M.
Remember that the expression for potential energy is:      

and therefore its graph corresponds to a parabola.

Mechanical or total energy remains constant and therefore its graph corresponds to a straight line.

If you click on next you can see both graphs combined.