stream_pmemobj.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>
# include <stdlib.h>

//extra includes by svein.
#include <libpmemobj.h>
#include <fcntl.h>
#include <errno.h>
#include <stdint.h>
#include <string.h>

//pmem stuff
//#define BILLION 1E9
#define PMEM_MAX_SIZE (1073741824)  // 1 Gigabyte
//#define PMEM_MAX_SIZE (1024 * 1024 * 32)

//static char path[100]="/mnt/pmem1/sveingf-file";

/*-----------------------------------------------------------------------
 * 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	100000000
#endif
//                              100 000 000
/*  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

//Commenting out old arrays that can't be allocated to nvdimm
/*
static STREAM_TYPE	a[STREAM_ARRAY_SIZE+OFFSET],
			b[STREAM_ARRAY_SIZE+OFFSET],
			c[STREAM_ARRAY_SIZE+OFFSET];
*/

//Normal pointers that can be used in both dimm and nvdimm
#define TOID_ARRAY(x) TOID(x)
#define COUNT_OF(x) (sizeof(x) / sizeof(x[0]))
#define MAX_BUFFLEN 30
#define MAX_TYPE_NUM 8
PMEMobjpool *pop;
POBJ_LAYOUT_BEGIN(array);
POBJ_LAYOUT_TOID(array, double);
POBJ_LAYOUT_END(array);
TOID(double) a;
TOID(double) b;
TOID(double) c;
//

/* size of the pmemobj pool -- 1 GB */
#define POOL_SIZE ((size_t)(1 << 30))

/* name of our layout in the pool */
//#define LAYOUT_NAME "example_layout"
#define LAYOUT_NAME "my_layout"

//#define BILLION 1E9
//#define ARRAY_SIZE (1073741824)// 1GB * a_number

//STREAM_TYPE *a, *b, *c;

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

void initiate()
{
	POBJ_ALLOC(pop, &a, double, (STREAM_ARRAY_SIZE+OFFSET)*sizeof(STREAM_TYPE), NULL, NULL);
	POBJ_ALLOC(pop, &b, double, (STREAM_ARRAY_SIZE+OFFSET)*sizeof(STREAM_TYPE), NULL, NULL);
	POBJ_ALLOC(pop, &c, double, (STREAM_ARRAY_SIZE+OFFSET)*sizeof(STREAM_TYPE), NULL, NULL);
}


int main(int argc, char* argv[])
{	
	//double poolSize = (1 << 30)*10;
	//const char path[] = "/mnt/pmem0/sveingf/pmem_objects";
	//const char path[] = "/mnt/pmem1/sveingf/pmem_objects";
//	const char path[] = "/mnt/pmem0-xfs/pool.obj";
        char path[512];
        if (argc !=2){
           printf("Needto provide the dax path (to create the pool object)");
           return 1;
        }
        else{
           strcpy(path,argv[1]);
	   strcat(path,"/pool.obj");
        }

	//const char path[] = "myobjpool.set";
        //PMEMobjpool *pop;

        /* create the pmemobj pool or open it if it already exists */
        pop = pmemobj_create(path, LAYOUT_NAME, POOL_SIZE*10, 0666);
        //pop = pmemobj_open(path, LAYOUT_NAME);
	//pop = pmemobj_create(path, LAYOUT_NAME, 0, 0664);

        if (pop == NULL)
        	pop = pmemobj_open(path, LAYOUT_NAME);

        if (pop == NULL) {
                perror(path);
                exit(1);
        }
	
	initiate();	
	
    	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++) {
	    	D_RW(a)[j] = 1.0;
	    	D_RW(b)[j] = 2.0;
	    	D_RW(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++)
		D_RW(a)[j] = 2.0E0 * D_RO(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++)
	    			D_RW(c)[j] = D_RO(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++)
	    			D_RW(b)[j] = scalar*D_RO(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++)
	    			D_RW(c)[j] = D_RO(a)[j]+D_RO(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++)
	    			D_RW(a)[j] = D_RO(b)[j]+scalar*D_RO(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);

	POBJ_FREE(&a);
        POBJ_FREE(&b);
        POBJ_FREE(&c);

    	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);
        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(D_RO(a)[j] - aj);
		bSumErr += abs(D_RO(b)[j] - bj);
		cSumErr += abs(D_RO(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(D_RW(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,D_RO(a)[j],abs((aj-D_RO(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(D_RO(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,D_RO(b)[j],abs((bj-D_RO(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(D_RO(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,D_RO(c)[j],abs((cj-D_RO(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",D_RO(a)[1],D_RO(b)[1],D_RO(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