Treason cannot be pardoned because to do so (pardon a traitor) would be treason in itself.
Iva Toguri D'Aquino, who is frequently identified by the name "Tokyo Rose", convicted 1949. Subsequently, pardoned by President Gerald Ford.
See too, debates of the founding on excluding treason from the pardon power.