code optimization

2. code optimization techniques

3. ● A substantial portion of a knowledge
worker's life may be spent waiting for a
computer program to produce output.
● Users and organizations control their wait time
by purchasing faster computers, adding memory, or using
faster network connections.
● Developers of application programs have a responsibility to
design their programs make the best use of these limited and
expensive resources.

4. What Is Code Optimization
● Optimization is the process of transforming a piece of code to make
it more efficient without changing its output
● Code optimization is a set of methods for code modification that
improves the code quality and efficiency.
● Optimization aims at -smaller size
-less memory consumption
-rapid executions (only few I/O operations)

5. Where To Optimize
● Check which portion or which module of the program is
running slow or using huge memory.
● If each part is separately being optimized then the total
programme will automatically get optimised.
● Optimization should be done on those part of program that
are run the most,especially on those methods which are called
repeatedly

6. Code Optimization Techniques
A program consist of :
• variables
• control statements
decision
loops
• functions
we need to optimize all these parts to run the program faster

7. Variable
The C compilers support the basic types
char,
short,
int,
long (signed and unsigned),
float and
double.
Using the most appropriate type for variables is very important, as it can reduce code
and data size and increase performance considerably.

8. Integers
Use unsigned int instead of int if we know the value will never be negative.
Some processors can handle unsigned integer arithmetic considerably faster than signed
So, the best declaration for an int variable in a tight loop would be:
unsigned int variable_name;
integer arithmetic is much faster than floating-point arithmetic, as it can usually be
done directly by the processor, rather than relying on external FPUs or floating point
math libraries.

9. Global variables
● Global variables are never allocated to registers.
● Global variables can be changed by assigning them indirectly using a pointer, or
by a function call.
● The compiler cannot cache the value of a global variable in a register, resulting in
extra loads and stores when globals are used.
int f(void);
int g(void);
int errs;
void test1(void)
{
errs += f();
errs += g();
}
Here a function uses global
variables heavily

10. Global variables
int f(void);
int g(void);
int errs;
void test1(void)
{
errs += f();
errs += g();
}
it is beneficial to copy
those global variables into
local variables so that they
can be assigned to
registers.
If a function uses global
variables heavily
void test2(void)
{
unsigned int localerrs = errs;
localerrs += f();
localerrs += g();
errs = localerrs;
}

11. Try it out….
Write a c program to find sum of N integer
#include<stdio.h>
#include<conio.h>
main()
{
int n=10,sum=0,i;
for(i=0;i<n;i++)
sum=sum+i;
printf("Sum:%d",sum);
getch();
}

12. Try it out….
write a c program to find sum of N integer
#include<stdio.h>
#include<conio.h>
main()
{
int n=10,sum=0,i;
for(i=0;i<n;i++)
sum=sum+i;
printf("Sum:%d",sum);
getch();
}
#include<stdio.h>
#include<conio.h>
main()
{
unsigned int n=10,sum=0,i;
for(i=0;i<n;i++)
sum=sum+i;
printf("Sum:%d",sum);
getch();
}

13. #include <stdio.h>
int area=100;
int square(){
int x=10;
return x*x; }
int rectangle(){
int l=10,b=20;
int ar=2*(l+b);
return ar;
}
main()
{
area=area+square();
area=area+rectangle();
printf("area:%d",area);
}
Try it out
Write a program to find total area of a plot having a square shaped and rectangular shaped plot
global variable

14. #include <stdio.h>
int area=100;
int square(){
int x=10;
return x*x; }
int rectangle(){
int l=10,b=20;
int ar=2*(l+b);
return ar;
}
Try it out
Write a program to find total area of a plot having a square shaped and rectangular shaped plot
Making global variable local
main()
{
unsigned int localarea=area;
area=area+square();
area=area+rectangle();
printf("area:%d",area);
area=localarea;
}

15. Using array indices
switch ( queue ) {
case 0 : letter = 'W';
break;
case 1 : letter = 'S';
break;
case 2 : letter = 'U';
break;
}
if ( queue == 0 )
letter = 'W';
else if ( queue == 1
)
letter = 'S';
else
letter = 'U';
If you wished to set a variable to a particular character, depending upon the value of
something, you might do this:

16. Using array indices
A neater (and quicker) method is to simply use the value as an
index into a character array, e.g.:
static char *classes="WSU";
letter = classes[queue];

17. Control Statements
switch() instead of if...else...
For large decisions involving if...else...else..., like this:
if( val == 1)
dostuff1();
else if (val == 2)
dostuff2();
else if (val == 3)
dostuff3();

18. Control Statements
switch() instead of if...else...
It may be faster to use a switch
switch( val )
{
case 1: dostuff1(); break;
case 2: dostuff2(); break;
case 3: dostuff3(); break;
}

19. Try it out...
Write a c program to set index to english alphabet
#include<stdio.h>
#include<string.h>
main()
{char letter; int ch;
printf("enter the pos");
scanf("%d",&ch);
switch(ch){
case 0:letter='a';break;
case 1:letter='b'; break;
- - -
}
printf("%c",letter); }

20. Try it out...
write a c program to set index to english alphabet
#include<stdio.h>
#include<string.h>
main()
{char letter; int ch;
printf("enter the pos");
scanf("%d",&ch);
switch(ch){
case 0:letter='a';break;
case 1:letter='b'; break;
- - -
}
printf("%c",letter); }
#include<stdio.h>
#include<conio.h>
main()
{
char *classes="abcdefghi";
int i,ch,letter[26],queue=0;;
for(i=1;i<=26;i++) {
letter[i]=classes[queue];
queue++;
}
printf("enter the position");
scanf("%d",&ch);
printf("%c",letter[ch]);
getch(); }

21. Loop jamming
Never use two loops where one will suffice
for(i=0; i<100; i++){
stuff();
}
for(i=0; i<100; i++){
morestuff();
}

22. Loop jamming
It will be better to do this way:
for(i=0; i<100; i++){
stuff();
}
for(i=0; i<100; i++){
morestuff();
}
for(i=0; i<100; ++)
{
stuff();
morestuff();
}

23. Try it out….
main()
{int a[100],sum=0,product=1,i;
printf("enter elements into array");
for(i=0;i<5;i++)
scanf("%d",&a[i]);
for(i=0;i<5;i++)
sum=sum+a[i];
for(i=0;i<5;i++)
product=product*a[i];
printf("nsum:%d n
product:%d",sum,product); }
Write program to find sum and product of elements in a array

24. Try it out….
main()
{int a[100],sum=0,product=1,i;
printf("enter elements into array");
for(i=0;i<5;i++)
scanf("%d",&a[i]);
for(i=0;i<5;i++)
sum=sum+a[i];
for(i=0;i<5;i++)
product=product*a[i];
printf("nsum:%d n
product:%d",sum,product); }
Write program to find sum and product of elements in a array
for(i=0;i<5;i++)
{
scanf("%d",&a[i]);
sum=sum+a[i];
product=product*a[i];
}

25. Function Looping
If a function is often called from within a loop ,it may be possible to put that loop
inside the function to cut down the overhead of calling the function repeatedly
for(i=0 ; i<100 ; i++)
{
func(t,i);
}
-
-
-
void func(int w,d)
{
lots of stuff.
}
func(t);
-
-
void func(w)
{
for(i=0 ; i<100 ; i++)
{
//lots of stuff.
}
}

26. Try it out
Write a program to find sum of n numbers
#include<stdio.h>
#include<conio.h>
main()
{
int n=10,i,total=0;
for(i=0;i<10;i++)
total+=sum(i);
printf("n sum is:%d",total);
getch();
}
sum(int i)
{ int sum=0;
sum=sum+i;
}

27. Try it out
Write a program to find sum of n numbers
#include<stdio.h>
#include<conio.h>
main()
{
int n=10,i,total=0;
for(i=0;i<10;i++)
total += sum(i);
printf("n sum is:%d",total);
getch();
}
sum(int i)
{ int sum=0;
sum=sum+i;
}
main()
{ int total=0;
total=sum();
printf("n sum is:%d",total);
getch();
}
int sum()
{ int sum=0,i;
for(i=0;i<10;i++)
sum=sum+i;
return sum;
}

28. Faster for() loops
Ordinarily, we used to code a simple for() loop like this:
for( i=0; i<10; i++){ ... } [ i loops through the values 0,1,2,3,4,5,6,7,8,9 ]
If we needn't care about the order of the loop counter, we can do this instead:
for( i=10; ; i-- ) { ... }
Using this code, i loops through the values 9,8,7,6,5,4,3,2,1,0, and the loop should be
faster.
This works because it is quicker to process i--

29. Try it out….
Write a program to find factorial of a number
main()
{
int factorial=0,n=3;
factorial=fact(n);
clrscr();
printf("%d",factorial);
getch();
}
fact(int n)
{
int i,fact=1;
for(i=0;i<n;i++)
fact*=i;
return fact;
}

30. Try it out….
Write a program to find factorial of a number
main()
{
int factorial=0,n=3;
factorial=fact(n);
clrscr();
printf("%d",factorial);
getch();
}
fact(int n)
{
int i,fact=1;
for(i=0;i<n;i++)
fact*=i;
return fact;
}
main()
{ int
factorial=0,n=3;
factorial=fact(n);
clrscr();
printf("%d",factorial);
getch();
}
fact(int n)
{ int i,fact=1;
for(i=n;i!=0;i--)
fact*=i;
return fact*;
}

31. loop unrolling
● Small loops can be unrolled for higher performance.
● If the loop iterates only a few times, it can be fully unrolled, so that the loop
overhead completely disappears.
This can make a big difference. It is well known that unrolling loops can produce
considerable savings, e.g.:
for(i=0; i<3; i++){
something(i);
}
something(0);
something(1);
something(2);

32. Early loop breaking
It is often not necessary to process the entirety of a loop.
Example, if we are searching an array for a particular item, break out of the loop as
soon as we have got what we need.
Example: this loop searches a list of 10000 numbers to see if there is a -99 in it.
found = FALSE;
for(i=0;i<10000;i++)
{
if( list[i] == -99 )
{
found = TRUE;
}
}
if( found ) printf("Yes,
there is a -99. Hooray!n");
found = FALSE;
for(i=0; i<10000; i++)
{
if( list[i] == -99 )
{
found = TRUE;
break;
}
}
if( found )
printf("Yes, there is a -
99. Hooray!n");

33. Try it out
write a program to find position of an element in array
main( )
{ int arr[10],i,element,f=0;
printf("enter the elements");
for(i=0;i<10;i++)
scanf("%d",&arr[i]);
printf("enter the elements to search");
scanf("%d",&element);
for(i=0;i<10;i++)
{ if(arr[i]==element)
f=1;
}
if(f = =1) printf("element found");
}

34. Try it out
write a program to find position of an element in array
main( )
{ int arr[10],i,element,f=0;
printf("enter the elements");
for(i=0;i<10;i++)
scanf("%d",&arr[i]);
printf("enter the elements to search");
scanf("%d",&element);
for(i=0;i<10;i++)
{ if(arr[i]==element)
f=1;
}
if(f = =1) printf("element found");
}
early loop
breaking
main( ) {
int arr[10],i,element,f=0;
printf("enter the elements");
for(i=0;i<10;i++)
scanf("%d",&arr[i]);
printf("enter the elements to search");
scanf("%d",&element);
for(i=0;i<10;i++)
{ if(arr[i]==element)
{ f=1; break;}
}
if(f = =1) printf("element found");
}

35. Code Motion
Code motion involves identifying bits of code that occur within loops, but need only
be executed once during that particular loop.
For example,
void shift_char(char *str){
int i;
for(i=0;i<strlen(str);i++){
str[i]++;
}
}
void shift_char(char *str){
int i;
int len=strlen(str)
for(i=0;i<len;i++){
str[i]++;
}
}

36. Try it out
Write a program to search a character in a string
main()
{ char arr[10];
int i,ch,f=0,len;
printf("enter the string");
scanf("%s",&arr);
printf("enter the character to
search");
scanf("%s",&ch);
len=strlen(arr);
for(i=0;i<len;i++)
{ if(arr[i]==ch)
{ f=1; break;}
}
if(f==1) printf("element found");
}
function strlen is called once and set
to variable len

37. Function Design
● keep functions small and simple.
● This enables the compiler to perform optimizations
such as register allocation more efficiently.
function call overhead
● There is some limitation upto which words of argument
can be passed to a function in register.
● If the argument limitation is 4 then the 5th and
subsequent words are passed on the stack.

38. int f2(int a, int b, int c, int d, int e, int f)
{
return a + b + c + d + e + f;
}
int g2(void) {
return f2(1, 2, 3, 4, 5, 6);
}
The fifth and sixth parameters are stored on the stack in g2, and reloaded
in f2, costing two memory accesses per parameter.
int f1(int a, int b, int c, int d)
{
return a + b + c + d;
}
int g1(void) {
return f1(1, 2, 3, 4);
}
This code works fine.

39. Minimizing parameter passing overhead
To minimize the overhead of passing parameters to functions:
● Try to ensure that small functions take four or fewer arguments.This will reduce
the number of parameters and increase readability.
● Pass pointers to structures instead of passing the structure itself.
void print_data_of_a_structure ( const Thestruct *data_pointer)
{
...printf contents of the structure...
}
● Avoid functions with a variable number of parameters. Those functions effectively
pass all their arguments on the stack.

40. Try it out
write a c program to print content of a structure
struct student
{ int id;
char name[20];
float percentage };
void func(struct student *record);
int main()
{ struct student record;
record.id=1;
strcpy(record.name, "Raju");
record.percentage = 86.5;
func(&record);
return 0; }
void func(struct student *record)
{
printf(" Id is: %d n", record->id);
printf(" Name is: %s n", record->name);
printf(" Percentage is: %f n", record->percentage);
}
struct student
{ int id;
char name[20];
float percentage; };
void func(struct student record);
int main()
{ struct student record;
record.id=1;
strcpy(record.name, "Raju");
record.percentage = 86.5;
func(record);
return 0; }
void func(struct student record)
{ printf(" Id is: %d n", record.id);
printf(" Name is: %s n", record.name);
printf(" Percentage is: %f n",
record.percentage);
}
Pass pointers of a
structure

41. Inline function
● Inlining is the process by which the contents of a function are copied and pasted
instead of a traditional call to that function.
● This form of optimization avoids the overhead of function calls, by eliminating the
need to jump, create a new stack frame, and reverse this process at the end of the
function.
Inline int square(int x)
{
return x*x
}
#include<math.h>
double length(int x,int y)
{
return sqrt(square(x)*square(y))
}

42. Try it out
write a program to implement square root of x2+y2
#include<stdio.h>
#include<conio.h>
#include<math.h>
main()
{
int x=4,y=3,a;
a= sqrt(square(x)+square(y));
clrscr();
printf("n %d",a);
getch();
}
int square(int x)
{ return x*x;
}
#include <stdio.h>
#include<math.h>
int main() {
int tmp,x=4,y=3;
tmp = sqrt(square(x)+square(y));
printf("square val=%dn", tmp);
return 0;
}
int inline square(int x) {
return x*x;
}
Inline function

43. Advantage of using inline function
● No function call overhead
As the code is substituted directly ,there is no overhead like saving and storing
register
● Lower argument evaluation overhead
The overhead of parameter passing is generally lower,since it is not
necessary to copy variables

44. THE END