/* ////////////////////////////////////////////////////////////////////////////
-- Testing cpotrf
*/
int main( int argc, char** argv)
{
TESTING_CUDA_INIT();
magma_timestr_t start, end;
float flops, gpu_perf, cpu_perf;
cuFloatComplex *h_A, *h_R;
cuFloatComplex *d_A;
magma_int_t N = 0, n2, lda, ldda;
magma_int_t size[10] = {1024,2048,3072,4032,5184,6016,7040,8064,9088,10112};
magma_int_t i, info;
const char *uplo = MagmaUpperStr;
cuFloatComplex c_neg_one = MAGMA_C_NEG_ONE;
magma_int_t ione = 1;
magma_int_t ISEED[4] = {0,0,0,1};
float work[1], matnorm;
if (argc != 1){
for(i = 1; i<argc; i++){
if (strcmp("-N", argv[i])==0)
N = atoi(argv[++i]);
}
if (N>0) size[0] = size[9] = N;
else exit(1);
}
else {
printf("\nUsage: \n");
printf(" testing_cpotri_gpu -N %d\n\n", 1024);
}
/* Allocate host memory for the matrix */
n2 = size[9] * size[9];
ldda = ((size[9]+31)/32) * 32;
TESTING_MALLOC( h_A, cuFloatComplex, n2);
TESTING_HOSTALLOC( h_R, cuFloatComplex, n2);
TESTING_DEVALLOC( d_A, cuFloatComplex, ldda*size[9] );
printf(" N CPU GFlop/s GPU GFlop/s ||R||_F / ||A||_F\n");
printf("========================================================\n");
for(i=0; i<10; i++){
N = size[i];
lda = N;
n2 = lda*N;
flops = FLOPS_CPOTRI( (float)N ) / 1000000;
ldda = ((N+31)/32)*32;
/* Initialize the matrix */
lapackf77_clarnv( &ione, ISEED, &n2, h_A );
/* Symmetrize and increase the diagonal */
{
magma_int_t i, j;
for(i=0; i<N; i++) {
MAGMA_C_SET2REAL( h_A[i*lda+i], ( MAGMA_C_REAL(h_A[i*lda+i]) + 1.*N ) );
for(j=0; j<i; j++)
h_A[i*lda+j] = cuConjf(h_A[j*lda+i]);
}
}
lapackf77_clacpy( MagmaUpperLowerStr, &N, &N, h_A, &lda, h_R, &lda );
/* ====================================================================
Performs operation using MAGMA
=================================================================== */
//cublasSetMatrix( N, N, sizeof(cuFloatComplex), h_A, lda, d_A, ldda);
//magma_cpotrf_gpu(uplo[0], N, d_A, ldda, &info);
/* factorize matrix */
magma_csetmatrix( N, N, h_A, lda, d_A, ldda );
magma_cpotrf_gpu(uplo[0], N, d_A, ldda, &info);
// check for exact singularity
//magma_cgetmatrix( N, N, d_A, ldda, h_R, lda );
//h_R[ 10 + 10*lda ] = MAGMA_C_MAKE( 0.0, 0.0 );
//magma_csetmatrix( N, N, h_R, lda, d_A, ldda );
start = get_current_time();
magma_cpotri_gpu(uplo[0], N, d_A, ldda, &info);
end = get_current_time();
if (info != 0)
printf("magma_cpotri_gpu returned error %d\n", (int) info);
gpu_perf = flops / GetTimerValue(start, end);
/* =====================================================================
Performs operation using LAPACK
=================================================================== */
lapackf77_cpotrf(uplo, &N, h_A, &lda, &info);
start = get_current_time();
lapackf77_cpotri(uplo, &N, h_A, &lda, &info);
end = get_current_time();
if (info != 0)
printf("lapackf77_cpotri returned error %d\n", (int) info);
cpu_perf = flops / GetTimerValue(start, end);
/* =====================================================================
Check the result compared to LAPACK
=================================================================== */
magma_cgetmatrix( N, N, d_A, ldda, h_R, lda );
matnorm = lapackf77_clange("f", &N, &N, h_A, &lda, work);
blasf77_caxpy(&n2, &c_neg_one, h_A, &ione, h_R, &ione);
printf("%5d %6.2f %6.2f %e\n",
(int) size[i], cpu_perf, gpu_perf,
lapackf77_clange("f", &N, &N, h_R, &lda, work) / matnorm);
if (argc != 1)
break;
}
/* Memory clean up */
TESTING_FREE( h_A );
TESTING_HOSTFREE( h_R );
TESTING_DEVFREE( d_A );
/* Shutdown */
TESTING_CUDA_FINALIZE();
}
/* ////////////////////////////////////////////////////////////////////////////
-- Testing cpotri
*/
int main( int argc, char** argv)
{
TESTING_INIT();
real_Double_t gflops, gpu_perf, gpu_time, cpu_perf, cpu_time;
magmaFloatComplex *h_A, *h_R;
magmaFloatComplex c_neg_one = MAGMA_C_NEG_ONE;
magma_int_t N, n2, lda, info;
magma_int_t ione = 1;
magma_int_t ISEED[4] = {0,0,0,1};
float Anorm, error, work[1];
magma_int_t status = 0;
magma_opts opts;
opts.parse_opts( argc, argv );
opts.lapack |= opts.check; // check (-c) implies lapack (-l)
float tol = opts.tolerance * lapackf77_slamch("E");
printf("%% uplo = %s\n", lapack_uplo_const(opts.uplo) );
printf("%% N CPU Gflop/s (sec) GPU Gflop/s (sec) ||R||_F / ||A||_F\n");
printf("%%================================================================\n");
for( int itest = 0; itest < opts.ntest; ++itest ) {
for( int iter = 0; iter < opts.niter; ++iter ) {
N = opts.nsize[itest];
lda = N;
n2 = lda*N;
gflops = FLOPS_CPOTRI( N ) / 1e9;
TESTING_MALLOC_CPU( h_A, magmaFloatComplex, n2 );
TESTING_MALLOC_PIN( h_R, magmaFloatComplex, n2 );
/* ====================================================================
Initialize the matrix
=================================================================== */
lapackf77_clarnv( &ione, ISEED, &n2, h_A );
magma_cmake_hpd( N, h_A, lda );
lapackf77_clacpy( MagmaFullStr, &N, &N, h_A, &lda, h_R, &lda );
/* ====================================================================
Performs operation using MAGMA
=================================================================== */
if ( opts.warmup ) {
magma_cpotrf( opts.uplo, N, h_R, lda, &info );
magma_cpotri( opts.uplo, N, h_R, lda, &info );
lapackf77_clacpy( MagmaFullStr, &N, &N, h_A, &lda, h_R, &lda );
}
/* factorize matrix */
magma_cpotrf( opts.uplo, N, h_R, lda, &info );
// check for exact singularity
//h_R[ 10 + 10*lda ] = MAGMA_C_MAKE( 0.0, 0.0 );
gpu_time = magma_wtime();
magma_cpotri( opts.uplo, N, h_R, lda, &info );
gpu_time = magma_wtime() - gpu_time;
gpu_perf = gflops / gpu_time;
if (info != 0) {
printf("magma_cpotri returned error %d: %s.\n",
(int) info, magma_strerror( info ));
}
/* =====================================================================
Performs operation using LAPACK
=================================================================== */
if ( opts.lapack ) {
lapackf77_cpotrf( lapack_uplo_const(opts.uplo), &N, h_A, &lda, &info );
cpu_time = magma_wtime();
lapackf77_cpotri( lapack_uplo_const(opts.uplo), &N, h_A, &lda, &info );
cpu_time = magma_wtime() - cpu_time;
cpu_perf = gflops / cpu_time;
if (info != 0) {
printf("lapackf77_cpotri returned error %d: %s.\n",
(int) info, magma_strerror( info ));
}
/* =====================================================================
Check the result compared to LAPACK
=================================================================== */
blasf77_caxpy(&n2, &c_neg_one, h_A, &ione, h_R, &ione);
Anorm = lapackf77_clange("f", &N, &N, h_A, &lda, work);
error = lapackf77_clange("f", &N, &N, h_R, &lda, work) / Anorm;
printf("%5d %7.2f (%7.2f) %7.2f (%7.2f) %8.2e %s\n",
(int) N, cpu_perf, cpu_time, gpu_perf, gpu_time,
error, (error < tol ? "ok" : "failed") );
status += ! (error < tol);
}
else {
printf("%5d --- ( --- ) %7.2f (%7.2f) ---\n",
(int) N, gpu_perf, gpu_time );
}
TESTING_FREE_CPU( h_A );
TESTING_FREE_PIN( h_R );
fflush( stdout );
}
if ( opts.niter > 1 ) {
printf( "\n" );
}
}
opts.cleanup();
TESTING_FINALIZE();
return status;
}
