Why did Winston Churchill stop being prime minister?

The first time Winston ceased being Prime Minister was in 1945 when his Conservative party lost the general election to Clement Attlee's Labour party. Winston became Prime Minister again in 1951 but retired in favour of Anthony Eden in 1955.