Files

218 lines
4.5 KiB
C

/*
This program is part of the TACLeBench benchmark suite.
Version V 2.0
Name: st
Author: unknown
Function: st is a statistics program.
This program computes for two arrays of numbers the sum, the mean,
the variance, and standard deviation. It then determines the
correlation coefficient between the two arrays.
Source: MRTC
http://www.mrtc.mdh.se/projects/wcet/wcet_bench/st/st.c
Changes: No major functional changes.
License: May be used, modified, and re-distributed freely
*/
/*
Forward declaration of functions
*/
// Wasm loop bounds
__attribute__((import_module("__pragma"), import_name("loopbound"))) extern void
__pragma_loopbound(unsigned int min_bound, unsigned int max_bound);
void st_initSeed(void);
long st_randomInteger();
void st_initialize(float *);
void st_init(void);
int st_return(void);
float st_fabs(float);
float st_sqrtf(float);
float st_square(float);
void st_calc_Sum_Mean(float *, float *, float *);
void st_calc_Var_Stddev(float *, float, float *, float *);
void st_calc_LinCorrCoef(float *, float *, float, float, float *);
__attribute__((noinline)) __attribute__((export_name("entrypoint"))) void
st_main(void);
__attribute__((noinline)) __attribute__((export_name("main"))) int main(void);
/*
Declaration of global variables
*/
volatile int st_seed;
float st_arrayA[1000], st_arrayB[1000];
float st_sumA, st_sumB;
float st_meanA, st_meanB, st_varA, st_varB, st_stddevA, st_stddevB, st_coef;
/*
Initialization- and return-value-related functions
*/
/*
st_initSeed initializes the seed used in the "random" number generator.
*/
void
st_initSeed() {
st_seed = 0;
}
/*
st_RandomInteger generates random integers between 0 and 8094.
*/
long
st_randomInteger() {
st_seed = ((st_seed * 133) + 81) % 8095;
return (st_seed);
}
void
st_initialize(float *array) {
register int i;
__pragma_loopbound(1000, 1000);
for (i = 0; i < 1000; i++)
array[i] = i + st_randomInteger();
}
void
st_init() {
st_initSeed();
st_initialize(st_arrayA);
st_initialize(st_arrayB);
}
int
st_return() {
float checksum = st_meanA + st_meanB + st_stddevA + st_stddevB + st_coef;
/* allow rounding errors for the checksum */
checksum -= 13695.986328;
return ((checksum < 0.000001 && checksum > -0.000001) ? 0 : -1);
}
/*
Arithmetic math functions
*/
float
st_fabs(float n) {
float f;
if (n >= 0)
f = n;
else
f = -n;
return (f);
}
float
st_sqrtf(float val) {
float x = val / 10;
float dx;
float diff;
float min_tol = 0.00001f;
int i, flag = 0;
if (val == 0)
x = 0;
else {
__pragma_loopbound(19, 19);
for (i = 1; i < 20; i++) {
if (!flag) {
dx = (val - (x * x)) / (2.0f * x);
x = x + dx;
diff = val - (x * x);
if (st_fabs(diff) <= min_tol)
flag = 1;
}
}
}
return (x);
}
float
st_square(float x) {
return (x * x);
}
/*
Algorithm core functions
*/
void
st_calc_Sum_Mean(float *array, float *sum, float *mean) {
int i;
*sum = 0;
__pragma_loopbound(1000, 1000);
for (i = 0; i < 1000; i++)
*sum += array[i];
*mean = *sum / 1000;
}
void
st_calc_Var_Stddev(float *array, float mean, float *var, float *stddev) {
int i;
float diffs = 0.0f;
__pragma_loopbound(1000, 1000);
for (i = 0; i < 1000; i++)
diffs += st_square(array[i] - mean);
*var = diffs / 1000;
*stddev = st_sqrtf(*var);
}
void
st_calc_LinCorrCoef(float *arrayA, float *arrayB, float meanA, float meanB,
float *coef) {
int i;
float numerator = 0.0f, Aterm = 0.0f, Bterm = 0.0f;
__pragma_loopbound(1000, 1000);
for (i = 0; i < 1000; i++) {
numerator += (arrayA[i] - meanA) * (arrayB[i] - meanB);
Aterm += st_square(arrayA[i] - meanA);
Bterm += st_square(arrayB[i] - meanB);
}
*coef = numerator / (st_sqrtf(Aterm) * st_sqrtf(Bterm));
}
/*
Main functions
*/
__attribute__((noinline)) __attribute__((export_name("entrypoint"))) void
st_main(void) {
st_calc_Sum_Mean(st_arrayA, &st_sumA, &st_meanA);
st_calc_Var_Stddev(st_arrayA, st_meanA, &st_varA, &st_stddevA);
st_calc_Sum_Mean(st_arrayB, &st_sumB, &st_meanB);
st_calc_Var_Stddev(st_arrayB, st_meanB, &st_varB, &st_stddevB);
st_calc_LinCorrCoef(st_arrayA, st_arrayB, st_meanA, st_meanB, &st_coef);
}
__attribute__((noinline)) __attribute__((export_name("main"))) int
main(void) {
st_init();
st_main();
return (st_return());
}