587 строки
20 KiB
C
587 строки
20 KiB
C
|
/*-----------------------------------------------------------------------*/
|
||
|
/* Program: STREAM */
|
||
|
/* Revision: $Id: stream.c,v 5.10 2013/01/17 16:01:06 mccalpin Exp mccalpin $ */
|
||
|
/* Original code developed by John D. McCalpin */
|
||
|
/* Programmers: John D. McCalpin */
|
||
|
/* Joe R. Zagar */
|
||
|
/* */
|
||
|
/* This program measures memory transfer rates in MB/s for simple */
|
||
|
/* computational kernels coded in C. */
|
||
|
/*-----------------------------------------------------------------------*/
|
||
|
/* Copyright 1991-2013: John D. McCalpin */
|
||
|
/*-----------------------------------------------------------------------*/
|
||
|
/* License: */
|
||
|
/* 1. You are free to use this program and/or to redistribute */
|
||
|
/* this program. */
|
||
|
/* 2. You are free to modify this program for your own use, */
|
||
|
/* including commercial use, subject to the publication */
|
||
|
/* restrictions in item 3. */
|
||
|
/* 3. You are free to publish results obtained from running this */
|
||
|
/* program, or from works that you derive from this program, */
|
||
|
/* with the following limitations: */
|
||
|
/* 3a. In order to be referred to as "STREAM benchmark results", */
|
||
|
/* published results must be in conformance to the STREAM */
|
||
|
/* Run Rules, (briefly reviewed below) published at */
|
||
|
/* http://www.cs.virginia.edu/stream/ref.html */
|
||
|
/* and incorporated herein by reference. */
|
||
|
/* As the copyright holder, John McCalpin retains the */
|
||
|
/* right to determine conformity with the Run Rules. */
|
||
|
/* 3b. Results based on modified source code or on runs not in */
|
||
|
/* accordance with the STREAM Run Rules must be clearly */
|
||
|
/* labelled whenever they are published. Examples of */
|
||
|
/* proper labelling include: */
|
||
|
/* "tuned STREAM benchmark results" */
|
||
|
/* "based on a variant of the STREAM benchmark code" */
|
||
|
/* Other comparable, clear, and reasonable labelling is */
|
||
|
/* acceptable. */
|
||
|
/* 3c. Submission of results to the STREAM benchmark web site */
|
||
|
/* is encouraged, but not required. */
|
||
|
/* 4. Use of this program or creation of derived works based on this */
|
||
|
/* program constitutes acceptance of these licensing restrictions. */
|
||
|
/* 5. Absolutely no warranty is expressed or implied. */
|
||
|
/*-----------------------------------------------------------------------*/
|
||
|
# include <stdio.h>
|
||
|
# include <unistd.h>
|
||
|
# include <math.h>
|
||
|
# include <float.h>
|
||
|
# include <limits.h>
|
||
|
# include <sys/time.h>
|
||
|
|
||
|
/*-----------------------------------------------------------------------
|
||
|
* INSTRUCTIONS:
|
||
|
*
|
||
|
* 1) STREAM requires different amounts of memory to run on different
|
||
|
* systems, depending on both the system cache size(s) and the
|
||
|
* granularity of the system timer.
|
||
|
* You should adjust the value of 'STREAM_ARRAY_SIZE' (below)
|
||
|
* to meet *both* of the following criteria:
|
||
|
* (a) Each array must be at least 4 times the size of the
|
||
|
* available cache memory. I don't worry about the difference
|
||
|
* between 10^6 and 2^20, so in practice the minimum array size
|
||
|
* is about 3.8 times the cache size.
|
||
|
* Example 1: One Xeon E3 with 8 MB L3 cache
|
||
|
* STREAM_ARRAY_SIZE should be >= 4 million, giving
|
||
|
* an array size of 30.5 MB and a total memory requirement
|
||
|
* of 91.5 MB.
|
||
|
* Example 2: Two Xeon E5's with 20 MB L3 cache each (using OpenMP)
|
||
|
* STREAM_ARRAY_SIZE should be >= 20 million, giving
|
||
|
* an array size of 153 MB and a total memory requirement
|
||
|
* of 458 MB.
|
||
|
* (b) The size should be large enough so that the 'timing calibration'
|
||
|
* output by the program is at least 20 clock-ticks.
|
||
|
* Example: most versions of Windows have a 10 millisecond timer
|
||
|
* granularity. 20 "ticks" at 10 ms/tic is 200 milliseconds.
|
||
|
* If the chip is capable of 10 GB/s, it moves 2 GB in 200 msec.
|
||
|
* This means the each array must be at least 1 GB, or 128M elements.
|
||
|
*
|
||
|
* Version 5.10 increases the default array size from 2 million
|
||
|
* elements to 10 million elements in response to the increasing
|
||
|
* size of L3 caches. The new default size is large enough for caches
|
||
|
* up to 20 MB.
|
||
|
* Version 5.10 changes the loop index variables from "register int"
|
||
|
* to "ssize_t", which allows array indices >2^32 (4 billion)
|
||
|
* on properly configured 64-bit systems. Additional compiler options
|
||
|
* (such as "-mcmodel=medium") may be required for large memory runs.
|
||
|
*
|
||
|
* Array size can be set at compile time without modifying the source
|
||
|
* code for the (many) compilers that support preprocessor definitions
|
||
|
* on the compile line. E.g.,
|
||
|
* gcc -O -DSTREAM_ARRAY_SIZE=100000000 stream.c -o stream.100M
|
||
|
* will override the default size of 10M with a new size of 100M elements
|
||
|
* per array.
|
||
|
*/
|
||
|
#ifndef STREAM_ARRAY_SIZE
|
||
|
# define STREAM_ARRAY_SIZE 10000000
|
||
|
#endif
|
||
|
|
||
|
/* 2) STREAM runs each kernel "NTIMES" times and reports the *best* result
|
||
|
* for any iteration after the first, therefore the minimum value
|
||
|
* for NTIMES is 2.
|
||
|
* There are no rules on maximum allowable values for NTIMES, but
|
||
|
* values larger than the default are unlikely to noticeably
|
||
|
* increase the reported performance.
|
||
|
* NTIMES can also be set on the compile line without changing the source
|
||
|
* code using, for example, "-DNTIMES=7".
|
||
|
*/
|
||
|
#ifdef NTIMES
|
||
|
#if NTIMES<=1
|
||
|
# define NTIMES 10
|
||
|
#endif
|
||
|
#endif
|
||
|
#ifndef NTIMES
|
||
|
# define NTIMES 10
|
||
|
#endif
|
||
|
|
||
|
/* Users are allowed to modify the "OFFSET" variable, which *may* change the
|
||
|
* relative alignment of the arrays (though compilers may change the
|
||
|
* effective offset by making the arrays non-contiguous on some systems).
|
||
|
* Use of non-zero values for OFFSET can be especially helpful if the
|
||
|
* STREAM_ARRAY_SIZE is set to a value close to a large power of 2.
|
||
|
* OFFSET can also be set on the compile line without changing the source
|
||
|
* code using, for example, "-DOFFSET=56".
|
||
|
*/
|
||
|
#ifndef OFFSET
|
||
|
# define OFFSET 0
|
||
|
#endif
|
||
|
|
||
|
/*
|
||
|
* 3) Compile the code with optimization. Many compilers generate
|
||
|
* unreasonably bad code before the optimizer tightens things up.
|
||
|
* If the results are unreasonably good, on the other hand, the
|
||
|
* optimizer might be too smart for me!
|
||
|
*
|
||
|
* For a simple single-core version, try compiling with:
|
||
|
* cc -O stream.c -o stream
|
||
|
* This is known to work on many, many systems....
|
||
|
*
|
||
|
* To use multiple cores, you need to tell the compiler to obey the OpenMP
|
||
|
* directives in the code. This varies by compiler, but a common example is
|
||
|
* gcc -O -fopenmp stream.c -o stream_omp
|
||
|
* The environment variable OMP_NUM_THREADS allows runtime control of the
|
||
|
* number of threads/cores used when the resulting "stream_omp" program
|
||
|
* is executed.
|
||
|
*
|
||
|
* To run with single-precision variables and arithmetic, simply add
|
||
|
* -DSTREAM_TYPE=float
|
||
|
* to the compile line.
|
||
|
* Note that this changes the minimum array sizes required --- see (1) above.
|
||
|
*
|
||
|
* The preprocessor directive "TUNED" does not do much -- it simply causes the
|
||
|
* code to call separate functions to execute each kernel. Trivial versions
|
||
|
* of these functions are provided, but they are *not* tuned -- they just
|
||
|
* provide predefined interfaces to be replaced with tuned code.
|
||
|
*
|
||
|
*
|
||
|
* 4) Optional: Mail the results to mccalpin@cs.virginia.edu
|
||
|
* Be sure to include info that will help me understand:
|
||
|
* a) the computer hardware configuration (e.g., processor model, memory type)
|
||
|
* b) the compiler name/version and compilation flags
|
||
|
* c) any run-time information (such as OMP_NUM_THREADS)
|
||
|
* d) all of the output from the test case.
|
||
|
*
|
||
|
* Thanks!
|
||
|
*
|
||
|
*-----------------------------------------------------------------------*/
|
||
|
|
||
|
# define HLINE "-------------------------------------------------------------\n"
|
||
|
|
||
|
# ifndef MIN
|
||
|
# define MIN(x,y) ((x)<(y)?(x):(y))
|
||
|
# endif
|
||
|
# ifndef MAX
|
||
|
# define MAX(x,y) ((x)>(y)?(x):(y))
|
||
|
# endif
|
||
|
|
||
|
#ifndef STREAM_TYPE
|
||
|
#define STREAM_TYPE double
|
||
|
#endif
|
||
|
|
||
|
static STREAM_TYPE a[STREAM_ARRAY_SIZE+OFFSET],
|
||
|
b[STREAM_ARRAY_SIZE+OFFSET],
|
||
|
c[STREAM_ARRAY_SIZE+OFFSET];
|
||
|
|
||
|
static double avgtime[4] = {0}, maxtime[4] = {0},
|
||
|
mintime[4] = {FLT_MAX,FLT_MAX,FLT_MAX,FLT_MAX};
|
||
|
|
||
|
static char *label[4] = {"Copy: ", "Scale: ",
|
||
|
"Add: ", "Triad: "};
|
||
|
|
||
|
static double bytes[4] = {
|
||
|
2 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE,
|
||
|
2 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE,
|
||
|
3 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE,
|
||
|
3 * sizeof(STREAM_TYPE) * STREAM_ARRAY_SIZE
|
||
|
};
|
||
|
|
||
|
extern double mysecond();
|
||
|
extern void checkSTREAMresults();
|
||
|
#ifdef TUNED
|
||
|
extern void tuned_STREAM_Copy();
|
||
|
extern void tuned_STREAM_Scale(STREAM_TYPE scalar);
|
||
|
extern void tuned_STREAM_Add();
|
||
|
extern void tuned_STREAM_Triad(STREAM_TYPE scalar);
|
||
|
#endif
|
||
|
#ifdef _OPENMP
|
||
|
extern int omp_get_num_threads();
|
||
|
#endif
|
||
|
int
|
||
|
main()
|
||
|
{
|
||
|
int quantum, checktick();
|
||
|
int BytesPerWord;
|
||
|
int k;
|
||
|
ssize_t j;
|
||
|
STREAM_TYPE scalar;
|
||
|
double t, times[4][NTIMES];
|
||
|
|
||
|
/* --- SETUP --- determine precision and check timing --- */
|
||
|
|
||
|
printf(HLINE);
|
||
|
printf("STREAM version $Revision: 5.10 $\n");
|
||
|
printf(HLINE);
|
||
|
BytesPerWord = sizeof(STREAM_TYPE);
|
||
|
printf("This system uses %d bytes per array element.\n",
|
||
|
BytesPerWord);
|
||
|
|
||
|
printf(HLINE);
|
||
|
#ifdef N
|
||
|
printf("***** WARNING: ******\n");
|
||
|
printf(" It appears that you set the preprocessor variable N when compiling this code.\n");
|
||
|
printf(" This version of the code uses the preprocesor variable STREAM_ARRAY_SIZE to control the array size\n");
|
||
|
printf(" Reverting to default value of STREAM_ARRAY_SIZE=%llu\n",(unsigned long long) STREAM_ARRAY_SIZE);
|
||
|
printf("***** WARNING: ******\n");
|
||
|
#endif
|
||
|
|
||
|
printf("Array size = %llu (elements), Offset = %d (elements)\n" , (unsigned long long) STREAM_ARRAY_SIZE, OFFSET);
|
||
|
printf("Memory per array = %.1f MiB (= %.1f GiB).\n",
|
||
|
BytesPerWord * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.0),
|
||
|
BytesPerWord * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.0/1024.0));
|
||
|
printf("Total memory required = %.1f MiB (= %.1f GiB).\n",
|
||
|
(3.0 * BytesPerWord) * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024.),
|
||
|
(3.0 * BytesPerWord) * ( (double) STREAM_ARRAY_SIZE / 1024.0/1024./1024.));
|
||
|
printf("Each kernel will be executed %d times.\n", NTIMES);
|
||
|
printf(" The *best* time for each kernel (excluding the first iteration)\n");
|
||
|
printf(" will be used to compute the reported bandwidth.\n");
|
||
|
|
||
|
#ifdef _OPENMP
|
||
|
printf(HLINE);
|
||
|
#pragma omp parallel
|
||
|
{
|
||
|
#pragma omp master
|
||
|
{
|
||
|
k = omp_get_num_threads();
|
||
|
printf ("Number of Threads requested = %i\n",k);
|
||
|
}
|
||
|
}
|
||
|
#endif
|
||
|
|
||
|
#ifdef _OPENMP
|
||
|
k = 0;
|
||
|
#pragma omp parallel
|
||
|
#pragma omp atomic
|
||
|
k++;
|
||
|
printf ("Number of Threads counted = %i\n",k);
|
||
|
#endif
|
||
|
|
||
|
/* Get initial value for system clock. */
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++) {
|
||
|
a[j] = 1.0;
|
||
|
b[j] = 2.0;
|
||
|
c[j] = 0.0;
|
||
|
}
|
||
|
|
||
|
printf(HLINE);
|
||
|
|
||
|
if ( (quantum = checktick()) >= 1)
|
||
|
printf("Your clock granularity/precision appears to be "
|
||
|
"%d microseconds.\n", quantum);
|
||
|
else {
|
||
|
printf("Your clock granularity appears to be "
|
||
|
"less than one microsecond.\n");
|
||
|
quantum = 1;
|
||
|
}
|
||
|
|
||
|
t = mysecond();
|
||
|
#pragma omp parallel for
|
||
|
for (j = 0; j < STREAM_ARRAY_SIZE; j++)
|
||
|
a[j] = 2.0E0 * a[j];
|
||
|
t = 1.0E6 * (mysecond() - t);
|
||
|
|
||
|
printf("Each test below will take on the order"
|
||
|
" of %d microseconds.\n", (int) t );
|
||
|
printf(" (= %d clock ticks)\n", (int) (t/quantum) );
|
||
|
printf("Increase the size of the arrays if this shows that\n");
|
||
|
printf("you are not getting at least 20 clock ticks per test.\n");
|
||
|
|
||
|
printf(HLINE);
|
||
|
|
||
|
printf("WARNING -- The above is only a rough guideline.\n");
|
||
|
printf("For best results, please be sure you know the\n");
|
||
|
printf("precision of your system timer.\n");
|
||
|
printf(HLINE);
|
||
|
|
||
|
/* --- MAIN LOOP --- repeat test cases NTIMES times --- */
|
||
|
|
||
|
scalar = 3.0;
|
||
|
for (k=0; k<NTIMES; k++)
|
||
|
{
|
||
|
times[0][k] = mysecond();
|
||
|
#ifdef TUNED
|
||
|
tuned_STREAM_Copy();
|
||
|
#else
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
c[j] = a[j];
|
||
|
#endif
|
||
|
times[0][k] = mysecond() - times[0][k];
|
||
|
|
||
|
times[1][k] = mysecond();
|
||
|
#ifdef TUNED
|
||
|
tuned_STREAM_Scale(scalar);
|
||
|
#else
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
b[j] = scalar*c[j];
|
||
|
#endif
|
||
|
times[1][k] = mysecond() - times[1][k];
|
||
|
|
||
|
times[2][k] = mysecond();
|
||
|
#ifdef TUNED
|
||
|
tuned_STREAM_Add();
|
||
|
#else
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
c[j] = a[j]+b[j];
|
||
|
#endif
|
||
|
times[2][k] = mysecond() - times[2][k];
|
||
|
|
||
|
times[3][k] = mysecond();
|
||
|
#ifdef TUNED
|
||
|
tuned_STREAM_Triad(scalar);
|
||
|
#else
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
a[j] = b[j]+scalar*c[j];
|
||
|
#endif
|
||
|
times[3][k] = mysecond() - times[3][k];
|
||
|
}
|
||
|
|
||
|
/* --- SUMMARY --- */
|
||
|
|
||
|
for (k=1; k<NTIMES; k++) /* note -- skip first iteration */
|
||
|
{
|
||
|
for (j=0; j<4; j++)
|
||
|
{
|
||
|
avgtime[j] = avgtime[j] + times[j][k];
|
||
|
mintime[j] = MIN(mintime[j], times[j][k]);
|
||
|
maxtime[j] = MAX(maxtime[j], times[j][k]);
|
||
|
}
|
||
|
}
|
||
|
|
||
|
printf("Function Best Rate MB/s Avg time Min time Max time\n");
|
||
|
for (j=0; j<4; j++) {
|
||
|
avgtime[j] = avgtime[j]/(double)(NTIMES-1);
|
||
|
|
||
|
printf("%s%12.1f %11.6f %11.6f %11.6f\n", label[j],
|
||
|
1.0E-06 * bytes[j]/mintime[j],
|
||
|
avgtime[j],
|
||
|
mintime[j],
|
||
|
maxtime[j]);
|
||
|
}
|
||
|
printf(HLINE);
|
||
|
|
||
|
/* --- Check Results --- */
|
||
|
checkSTREAMresults();
|
||
|
printf(HLINE);
|
||
|
|
||
|
return 0;
|
||
|
}
|
||
|
|
||
|
# define M 20
|
||
|
|
||
|
int
|
||
|
checktick()
|
||
|
{
|
||
|
int i, minDelta, Delta;
|
||
|
double t1, t2, timesfound[M];
|
||
|
|
||
|
/* Collect a sequence of M unique time values from the system. */
|
||
|
|
||
|
for (i = 0; i < M; i++) {
|
||
|
t1 = mysecond();
|
||
|
while( ((t2=mysecond()) - t1) < 1.0E-6 )
|
||
|
;
|
||
|
timesfound[i] = t1 = t2;
|
||
|
}
|
||
|
|
||
|
/*
|
||
|
* Determine the minimum difference between these M values.
|
||
|
* This result will be our estimate (in microseconds) for the
|
||
|
* clock granularity.
|
||
|
*/
|
||
|
|
||
|
minDelta = 1000000;
|
||
|
for (i = 1; i < M; i++) {
|
||
|
Delta = (int)( 1.0E6 * (timesfound[i]-timesfound[i-1]));
|
||
|
minDelta = MIN(minDelta, MAX(Delta,0));
|
||
|
}
|
||
|
|
||
|
return(minDelta);
|
||
|
}
|
||
|
|
||
|
|
||
|
|
||
|
/* A gettimeofday routine to give access to the wall
|
||
|
clock timer on most UNIX-like systems. */
|
||
|
|
||
|
#include <sys/time.h>
|
||
|
|
||
|
double mysecond()
|
||
|
{
|
||
|
struct timeval tp;
|
||
|
// struct timezone tzp;
|
||
|
int i;
|
||
|
|
||
|
// i = gettimeofday(&tp,&tzp);
|
||
|
i = gettimeofday(&tp,NULL);
|
||
|
return ( (double) tp.tv_sec + (double) tp.tv_usec * 1.e-6 );
|
||
|
}
|
||
|
|
||
|
#ifndef abs
|
||
|
#define abs(a) ((a) >= 0 ? (a) : -(a))
|
||
|
#endif
|
||
|
void checkSTREAMresults ()
|
||
|
{
|
||
|
STREAM_TYPE aj,bj,cj,scalar;
|
||
|
STREAM_TYPE aSumErr,bSumErr,cSumErr;
|
||
|
STREAM_TYPE aAvgErr,bAvgErr,cAvgErr;
|
||
|
double epsilon;
|
||
|
ssize_t j;
|
||
|
int k,ierr,err;
|
||
|
|
||
|
/* reproduce initialization */
|
||
|
aj = 1.0;
|
||
|
bj = 2.0;
|
||
|
cj = 0.0;
|
||
|
/* a[] is modified during timing check */
|
||
|
aj = 2.0E0 * aj;
|
||
|
/* now execute timing loop */
|
||
|
scalar = 3.0;
|
||
|
for (k=0; k<NTIMES; k++)
|
||
|
{
|
||
|
cj = aj;
|
||
|
bj = scalar*cj;
|
||
|
cj = aj+bj;
|
||
|
aj = bj+scalar*cj;
|
||
|
}
|
||
|
|
||
|
/* accumulate deltas between observed and expected results */
|
||
|
aSumErr = 0.0;
|
||
|
bSumErr = 0.0;
|
||
|
cSumErr = 0.0;
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++) {
|
||
|
aSumErr += abs(a[j] - aj);
|
||
|
bSumErr += abs(b[j] - bj);
|
||
|
cSumErr += abs(c[j] - cj);
|
||
|
// if (j == 417) printf("Index 417: c[j]: %f, cj: %f\n",c[j],cj); // MCCALPIN
|
||
|
}
|
||
|
aAvgErr = aSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE;
|
||
|
bAvgErr = bSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE;
|
||
|
cAvgErr = cSumErr / (STREAM_TYPE) STREAM_ARRAY_SIZE;
|
||
|
|
||
|
if (sizeof(STREAM_TYPE) == 4) {
|
||
|
epsilon = 1.e-6;
|
||
|
}
|
||
|
else if (sizeof(STREAM_TYPE) == 8) {
|
||
|
epsilon = 1.e-13;
|
||
|
}
|
||
|
else {
|
||
|
printf("WEIRD: sizeof(STREAM_TYPE) = %lu\n",sizeof(STREAM_TYPE));
|
||
|
epsilon = 1.e-6;
|
||
|
}
|
||
|
|
||
|
err = 0;
|
||
|
if (abs(aAvgErr/aj) > epsilon) {
|
||
|
err++;
|
||
|
printf ("Failed Validation on array a[], AvgRelAbsErr > epsilon (%e)\n",epsilon);
|
||
|
printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",aj,aAvgErr,abs(aAvgErr)/aj);
|
||
|
ierr = 0;
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++) {
|
||
|
if (abs(a[j]/aj-1.0) > epsilon) {
|
||
|
ierr++;
|
||
|
#ifdef VERBOSE
|
||
|
if (ierr < 10) {
|
||
|
printf(" array a: index: %ld, expected: %e, observed: %e, relative error: %e\n",
|
||
|
j,aj,a[j],abs((aj-a[j])/aAvgErr));
|
||
|
}
|
||
|
#endif
|
||
|
}
|
||
|
}
|
||
|
printf(" For array a[], %d errors were found.\n",ierr);
|
||
|
}
|
||
|
if (abs(bAvgErr/bj) > epsilon) {
|
||
|
err++;
|
||
|
printf ("Failed Validation on array b[], AvgRelAbsErr > epsilon (%e)\n",epsilon);
|
||
|
printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",bj,bAvgErr,abs(bAvgErr)/bj);
|
||
|
printf (" AvgRelAbsErr > Epsilon (%e)\n",epsilon);
|
||
|
ierr = 0;
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++) {
|
||
|
if (abs(b[j]/bj-1.0) > epsilon) {
|
||
|
ierr++;
|
||
|
#ifdef VERBOSE
|
||
|
if (ierr < 10) {
|
||
|
printf(" array b: index: %ld, expected: %e, observed: %e, relative error: %e\n",
|
||
|
j,bj,b[j],abs((bj-b[j])/bAvgErr));
|
||
|
}
|
||
|
#endif
|
||
|
}
|
||
|
}
|
||
|
printf(" For array b[], %d errors were found.\n",ierr);
|
||
|
}
|
||
|
if (abs(cAvgErr/cj) > epsilon) {
|
||
|
err++;
|
||
|
printf ("Failed Validation on array c[], AvgRelAbsErr > epsilon (%e)\n",epsilon);
|
||
|
printf (" Expected Value: %e, AvgAbsErr: %e, AvgRelAbsErr: %e\n",cj,cAvgErr,abs(cAvgErr)/cj);
|
||
|
printf (" AvgRelAbsErr > Epsilon (%e)\n",epsilon);
|
||
|
ierr = 0;
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++) {
|
||
|
if (abs(c[j]/cj-1.0) > epsilon) {
|
||
|
ierr++;
|
||
|
#ifdef VERBOSE
|
||
|
if (ierr < 10) {
|
||
|
printf(" array c: index: %ld, expected: %e, observed: %e, relative error: %e\n",
|
||
|
j,cj,c[j],abs((cj-c[j])/cAvgErr));
|
||
|
}
|
||
|
#endif
|
||
|
}
|
||
|
}
|
||
|
printf(" For array c[], %d errors were found.\n",ierr);
|
||
|
}
|
||
|
if (err == 0) {
|
||
|
printf ("Solution Validates: avg error less than %e on all three arrays\n",epsilon);
|
||
|
}
|
||
|
#ifdef VERBOSE
|
||
|
printf ("Results Validation Verbose Results: \n");
|
||
|
printf (" Expected a(1), b(1), c(1): %f %f %f \n",aj,bj,cj);
|
||
|
printf (" Observed a(1), b(1), c(1): %f %f %f \n",a[1],b[1],c[1]);
|
||
|
printf (" Rel Errors on a, b, c: %e %e %e \n",abs(aAvgErr/aj),abs(bAvgErr/bj),abs(cAvgErr/cj));
|
||
|
#endif
|
||
|
}
|
||
|
|
||
|
#ifdef TUNED
|
||
|
/* stubs for "tuned" versions of the kernels */
|
||
|
void tuned_STREAM_Copy()
|
||
|
{
|
||
|
ssize_t j;
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
c[j] = a[j];
|
||
|
}
|
||
|
|
||
|
void tuned_STREAM_Scale(STREAM_TYPE scalar)
|
||
|
{
|
||
|
ssize_t j;
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
b[j] = scalar*c[j];
|
||
|
}
|
||
|
|
||
|
void tuned_STREAM_Add()
|
||
|
{
|
||
|
ssize_t j;
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
c[j] = a[j]+b[j];
|
||
|
}
|
||
|
|
||
|
void tuned_STREAM_Triad(STREAM_TYPE scalar)
|
||
|
{
|
||
|
ssize_t j;
|
||
|
#pragma omp parallel for
|
||
|
for (j=0; j<STREAM_ARRAY_SIZE; j++)
|
||
|
a[j] = b[j]+scalar*c[j];
|
||
|
}
|
||
|
/* end of stubs for the "tuned" versions of the kernels */
|
||
|
#endif
|