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/*
-- MAGMA (version 2.9.0) --
Univ. of Tennessee, Knoxville
Univ. of California, Berkeley
Univ. of Colorado, Denver
@date January 2025
@precisions normal z -> c d s
@author Hartwig Anzt
*/
// includes, system
#include <stdlib.h>
#include <stdio.h>
#include <string.h>
#include <math.h>
// includes, project
#include "magma_v2.h"
#include "magmasparse.h"
#include "magma_operators.h"
#include "testings.h"
/* ////////////////////////////////////////////////////////////////////////////
-- testing zdot
*/
int main( int argc, char** argv )
{
magma_int_t info = 0;
magma_queue_t queue=NULL;
magma_queue_create( 0, &queue );
const magmaDoubleComplex one = MAGMA_Z_MAKE(1.0, 0.0);
const magmaDoubleComplex zero = MAGMA_Z_MAKE(0.0, 0.0);
magmaDoubleComplex alpha;
TESTING_CHECK( magma_init() );
magma_print_environment();
magma_z_matrix a={Magma_CSR}, b={Magma_CSR}, x={Magma_CSR}, y={Magma_CSR}, skp={Magma_CSR};
printf("%%=======================================================================================================================================================================\n");
printf("\n");
printf(" | runtime | GFLOPS\n");
printf("%% n num_vecs | CUDOT CUGEMV MAGMAGEMV MDOT MDGM MDGM_SHFL | CUDOT CUGEMV MAGMAGEMV MDOT MDGM MDGM_SHFL\n");
printf("%%------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n");
printf("\n");
for( magma_int_t num_vecs=1; num_vecs <= 32; num_vecs += 1 ) {
for( magma_int_t n=500000; n < 500001; n += 10000 ) {
int iters = 10;
double computations = (2.* n * iters * num_vecs);
#ifndef ENABLE_TIMER
#define ENABLE_TIMER
#endif
#ifdef ENABLE_TIMER
real_Double_t mdot1, mdot2, mdgm1, mdgm2, magmagemv1, magmagemv2, cugemv1, cugemv2, cudot1, cudot2;
real_Double_t mdot_time, mdgm_time, mdgmshf_time, magmagemv_time, cugemv_time, cudot_time;
#endif
TESTING_CHECK( magma_zvinit( &a, Magma_DEV, n, num_vecs, one, queue ));
TESTING_CHECK( magma_zvinit( &b, Magma_DEV, n, 1, one, queue ));
TESTING_CHECK( magma_zvinit( &x, Magma_DEV, n, 8, one, queue ));
TESTING_CHECK( magma_zvinit( &y, Magma_DEV, n, 8, one, queue ));
TESTING_CHECK( magma_zvinit( &skp, Magma_DEV, 1, num_vecs, zero, queue ));
// warm up
TESTING_CHECK( magma_zgemvmdot( n, num_vecs, a.dval, b.dval, x.dval, y.dval, skp.dval, queue ));
// CUDOT
#ifdef ENABLE_TIMER
cudot1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
for( int l=0; l < num_vecs; l++) {
alpha = magma_zdotc( n, a.dval+l*a.num_rows, 1, b.dval, 1, queue );
}
}
#ifdef ENABLE_TIMER
cudot2 = magma_sync_wtime( queue );
cudot_time=cudot2-cudot1;
#endif
// CUGeMV
#ifdef ENABLE_TIMER
cugemv1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
magma_zgemv( MagmaTrans, n, num_vecs, one, a.dval, n, b.dval, 1, zero, skp.dval, 1, queue );
}
#ifdef ENABLE_TIMER
cugemv2 = magma_sync_wtime( queue );
cugemv_time=cugemv2-cugemv1;
#endif
// MAGMAGeMV
#ifdef ENABLE_TIMER
magmagemv1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
magmablas_zgemv( MagmaTrans, n, num_vecs, one, a.dval, n, b.dval, 1, zero, skp.dval, 1, queue );
}
#ifdef ENABLE_TIMER
magmagemv2 = magma_sync_wtime( queue );
magmagemv_time = magmagemv2 - magmagemv1;
#endif
// MDOT
#ifdef ENABLE_TIMER
mdot1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
for( int c = 0; c < num_vecs/2; c++ ) {
TESTING_CHECK( magma_zmdotc( n, 2, a.dval, b.dval, x.dval, y.dval, skp.dval, queue ));
}
for( int c = 0; c < num_vecs % 2; c++ ){
TESTING_CHECK( magma_zmdotc( n, 1, a.dval, b.dval, x.dval, y.dval, skp.dval, queue ));
}
}
#ifdef ENABLE_TIMER
mdot2 = magma_sync_wtime( queue );
mdot_time=mdot2-mdot1;
#endif
// MDGM
#ifdef ENABLE_TIMER
mdgm1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
TESTING_CHECK( magma_zgemvmdot( n, num_vecs, a.dval, b.dval, x.dval, y.dval, skp.dval, queue ));
//h++;
}
#ifdef ENABLE_TIMER
mdgm2 = magma_sync_wtime( queue );
mdgm_time=mdgm2-mdgm1;
#endif
// MDGM_shfl
#ifdef ENABLE_TIMER
mdgm1 = magma_sync_wtime( queue );
#endif
for( int h=0; h < iters; h++) {
TESTING_CHECK( magma_zgemvmdot_shfl( n, num_vecs, a.dval, b.dval, x.dval, y.dval, skp.dval, queue ));
}
#ifdef ENABLE_TIMER
mdgm2 = magma_sync_wtime( queue );
mdgmshf_time=mdgm2-mdgm1;
#endif
//magma_zprint_gpu( num_vecs, 1, skp.dval, num_vecs, opts.queue );
//Chronometry
#ifdef ENABLE_TIMER
printf("%lld %lld %e %e %e %e %e %e || %e %e %e %e %e %e\n",
(long long) n, (long long) num_vecs,
cudot_time/iters,
(cugemv_time)/iters,
(magmagemv_time)/iters,
(mdot_time)/iters,
(mdgm_time)/iters,
(mdgmshf_time)/iters,
computations/(cudot_time*1e9),
computations/(cugemv_time*1e9),
computations/(magmagemv_time*1e9),
computations/(mdot_time*1e9),
computations/(mdgm_time*1e9),
computations/(mdgmshf_time*1e9) );
#endif
magma_zmfree(&a, queue );
magma_zmfree(&b, queue );
magma_zmfree(&x, queue );
magma_zmfree(&y, queue );
magma_zmfree(&skp, queue );
}
//printf("%%================================================================================================================================================\n");
//printf("\n");
//printf("\n");
}
// use alpha to silence compiler warnings
if ( magma_d_isnan( (double) real( alpha ))) {
info = -1;
}
magma_queue_destroy( queue );
TESTING_CHECK( magma_finalize() );
return info;
}
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