GO:0004741: [pyruvate dehydrogenase (lipoamide)] phosphatase activity
Catalysis of the reaction: [pyruvate dehydrogenase (lipoamide)] phosphate + H2O = [pyruvate dehydrogenase (lipoamide)] + phosphate.