The energy of the ideal gas is given by (Hill Eq. 4-16)

This energy is all kinetic energy,
per degree of freedom. This is because there are no intermolecular forces, thus no potential energy.
References
- Terrell L. Hill "An Introduction to Statistical Thermodynamics" 2nd Ed. Dover (1962)