Prerequisite – Three address code in Compiler
Loop optimization is the phase after the Intermediate Code Generation. The main intention of this phase is to reduce the number of lines in a program. In any program majority of the time is spent actually inside the loop for an iterative program. In the case of the recursive program a block will be there and the majority of the time will present inside the block.
Loop Optimization –
- To apply loop optimization we must first detect loops.
- For detecting loops we use Control Flow Analysis(CFA) using Program Flow Graph(PFG).
- To find program flow graph we need to find Basic Block
Basic Block – A basic block is a sequence of three address statements where control enters at the beginning and leaves only at the end without any jumps or halts.
Finding the Basic Block – In order to find the basic blocks, we need to find the leaders in the program. Then a basic block will start from one leader to the next leader but not include the next leader. This means if you find out that line no 1 is a leader and line no 15 is the next leader, then the line from 1 to 14 is a basic block, but not including line no 15.
Identifying leader in a Basic Block –
- First statement is always a leader
- Statement that is target of conditional or un-conditional statement is a leader
- Statement that follows immediately a conditional or un-conditional statement is a leader
CPP
fact(x){ int f = 1; for (i = 2; i <= x; i++) f = f * i; return f;} |
Python3
# Function to find factorial of a numberdef fact(x): f = 1 for i in range(2, x+1): f *= i return f |
Three Address Code of the above C code:
- f = 1;
- i = 2;
- if (i > x) goto 9
- t1 = f * i;
- f = t1;
- t2 = i + 1;
- i = t2;
- goto(3)
- goto calling program
Leader and Basic Block is as follows:
Control Flow Analysis –
If the control enter B1 there is no other option after B1, it has to enter B2. Now, if control enters B2, then depending on the condition control will flow, if the condition is true we are going to line no 9, which means 9 is nothing but B4. But if the condition is false control goes to the next block B3. After B3, there is no condition at all we are direct goes to 3rd statement B2. Above control flow graph has a cycle between B2 and B3 which is nothing but a loop.
Disadvantages:
- Increased complexity: Adding loop detection to the compiler can increase the complexity of the compiler code, making it harder to maintain and debug.
- Performance overhead: Loop detection can require additional computation time, which can slow down the compilation process and increase the time required to generate the final code.
- Limited benefit: Depending on the specific application, loop detection may not provide a significant benefit in terms of code optimization or performance. In some cases, it may be more efficient to focus on other optimizations that can provide greater benefits.
- False positives: Loop detection algorithms may occasionally identify loops where none exist, which can lead to unnecessary optimization attempts or other errors in the generated code.
- False negatives: Conversely, loop detection algorithms may occasionally miss loops that are present in the code, which can result in missed optimization opportunities and less efficient generated code.
