Cylinder error detection of rotary parts is of great significance in the application of high precision end parts, and is an important component of the construction of national standard tolerance system. In view of the complexity and low efficiency of the cylindrical parts detection system, this paper designs a special evaluation software with the interface of GA genetic algorithm. Finally, the validity of the existing data of this design has very important practical value.