Methods and systems are provided for automatically generating code from a graphical model representing a design to be implemented on components of a target computational hardware device. During the automatic code generating process, a memory mapping is automatically determined and generated to provide an optimization of execution of the program on the target device. The optimized memory mapping is incorporated into building the program executable from the automatically generated code of the graphical model.