Two Colossus computers , along with two replica Tunny machines , were retained , moving to GCHQ 's new headquarters at Eastcote in April 1946 , and moving again with GCHQ to Cheltenham between 1952 and 1954 .
They were moved to GCHQ 's new head office at Eastcote in April 1946 .