Who is given the credit for starting the Gupta period?

Although Sri Gupta founded the dynasty, Chandra Gupta I is credited with establishing the Gupta Empire as a major power and commencing the Gupta Era (traditionally dated around $319-320\text{CE}$) upon his coronation, adopting the title "Maharajadhiraja".