Common Subexpression Elimination Using TXL
Software Transformation Systems
TXL solution to
TIL Chairmarks #3.2, Common subexpression elimination.
Thie simple example demonstrates the basics of common subexpression elimination at the statement level using TXL. In a realistic application for optimizing numerical programs, this would be combined with constant folding and code motion transformations to yield a higher quality result.
--
JamesCordy - 19 Oct 2007
File "TILcommonsubexp.Txl"
% TXL transformation to recognize and optimize common subexpressions
% Jim Cordy, March 2007
% This program finds subexpressions that are used two or more times without
% intervening changes to the variables used in it, and introduces a new
% temporary variable to optimize it to a single computation.
% Based on the TIL base grammar
include "TIL.Grm"
% Preserve comments, we're probably going to maintain the result
include "TILCommentOverrides.Grm"
% Override grammar to abstract compound statements
redefine statement
[compound_statement]
| ...
end redefine
define compound_statement
[if_statement]
| [while_statement]
| [for_statement]
end define
% Allow statements to be attributed so we don't mistake one we've
% generated for one we need to process
redefine statement
...
| [statement] [attr 'NEW]
end redefine
% Main function
function main
replace [program]
P [program]
by
P [optimizeSubexpressions]
end function
rule optimizeSubexpressions
replace [statement*]
S1 [statement]
SS [statement*]
% Don't process statements we generated
deconstruct not * [attr 'NEW] S1
'NEW
% What we're looking for is an expression ...
deconstruct * [expression] S1
E [expression]
% ... that is nontrivial ...
deconstruct * [op] E
_ [op]
% ... and repeated
deconstruct * [expression] SS
E
% See if we can abstract it (checks if variables assigned between)
where
SS [?replaceExpnCopies S1 E 'T]
% If so, generate a new temporary variable name ...
construct T [id]
_ [unquote "temp"] [!]
% ... declare it, assign it the common expression,
% and replace instances of the expression with it
construct NewS [statement*]
'var T; 'NEW
T := E; 'NEW
S1 [replaceExpn E T]
SS [replaceExpnCopies S1 E T]
by
NewS
end rule
% Recursively replace copies of a given expression with a given temporary variable id,
% provided the variables used in the expression are not assigned in between
function replaceExpnCopies S1 [statement] E [expression] T [id]
construct Eids [id*]
_ [^ E]
% If the previous statement did not assign any of the variables in the expression
where not
S1 [assigns each Eids]
% Then we can continue to substitute the temporary variable for the expression
% in the next statement ...
replace [statement*]
S [statement]
SS [statement*]
% ... as long as it isn't a compound statement that internally assigs one of
% the variables in the expression
where not all
S [assignsOne Eids]
[isCompoundStatement]
by
S [replaceExpn E T]
SS [replaceExpnCopies S E T]
end function
% Condition function checking to see if a statement assigns a variable
function assignsOne Eids [id*]
match [statement]
S [statement]
where
S [assigns each Eids]
end function
function assigns Id [id]
match * [statement]
Id := _ [expression] ;
end function
function isCompoundStatement
match [statement]
_ [compound_statement]
end function
rule replaceExpn E [expression] T [id]
replace [expression]
E
by
T
end rule
Example run: "commonsubexpeg.til" is a meaningless little program with lots of common subexpressions, both optimizable and not.
<linux> cat commonsubexpeg.til
// Silly TIL example with lots of common subexpressions
var a;
var b;
var c;
a := 1;
b := a + 1;
var i;
i := 7;
c := a + 1;
i := i - c;
c := b + i;
for i := 1 to 10 do
a := b + i;
if b + i != 10 then
c := b;
else
c := b + i;
end
b := b + i;
end
while b != 10 do
a := b + i;
if b + i != 10 then
a := c;
else
c := b + i;
end
b := b + i;
end
write (i - c);
<linux> txl commonsubexpeg.til TILcommonsubexp.Txl
TXL v10.5 (22.9.07) (c)1988-2007 Queen's University at Kingston
Compiling TILcommonsubexp.Txl ...
Parsing commonsubexpeg.til ...
Transforming ...
// Silly TIL example with lots of common subexpressions
var a;
var b;
var c;
a := 1;
var temp1;
temp1 := a + 1;
b := temp1;
var i;
i := 7;
c := temp1;
i := i - c;
c := b + i;
for i := 1 to 10 do
var temp2;
temp2 := b + i;
a := temp2;
if temp2 != 10 then
c := b;
else
c := temp2;
end
b := temp2;
end
while b != 10 do
var temp3;
temp3 := b + i;
a := temp3;
if temp3 != 10 then
a := c;
else
c := temp3;
end
b := temp3;
end
write (i - c);
<linux>
--
JamesCordy - 19 Oct 2007