A method for partial redundancy elimination with a fixed number of temporaries includes determining local data values of program code that describe a temporary memory location, a set of registers, and a set of basic blocks. The method determines global data values of the program code based on the determined local data values of the program code. The method removes a first load of the temporary memory location in a first basic block in the program code. The method adds a second load on a first edge from a second basic block out of the set of basic blocks to a third basic block out of the set of basic blocks in the program code. The method performs a register move on a second edge from the third basic block to the second basic block in the program code.