Example #1
0
/* ////////////////////////////////////////////////////////////////////////////
   -- testing any solver
*/
int main(  int argc, char** argv )
{
    magma_int_t info = 0;
    TESTING_CHECK( magma_init() );
    magma_print_environment();

    magma_copts zopts;
    magma_queue_t queue;
    magma_queue_create( 0, &queue );
    
    magmaFloatComplex one = MAGMA_C_MAKE(1.0, 0.0);
    magmaFloatComplex zero = MAGMA_C_MAKE(0.0, 0.0);
    magma_c_matrix A={Magma_CSR}, B={Magma_CSR}, B_d={Magma_CSR};
    magma_c_matrix x={Magma_CSR}, b={Magma_CSR};
    
    int i=1;
    TESTING_CHECK( magma_cparse_opts( argc, argv, &zopts, &i, queue ));
    B.blocksize = zopts.blocksize;
    B.alignment = zopts.alignment;

    TESTING_CHECK( magma_csolverinfo_init( &zopts.solver_par, &zopts.precond_par, queue ));

    while( i < argc ) {
        if ( strcmp("LAPLACE2D", argv[i]) == 0 && i+1 < argc ) {   // Laplace test
            i++;
            magma_int_t laplace_size = atoi( argv[i] );
            TESTING_CHECK( magma_cm_5stencil(  laplace_size, &A, queue ));
        } else {                        // file-matrix test
            TESTING_CHECK( magma_c_csr_mtx( &A,  argv[i], queue ));
        }

        // for the eigensolver case
        zopts.solver_par.ev_length = A.num_cols;
        TESTING_CHECK( magma_ceigensolverinfo_init( &zopts.solver_par, queue ));

        // scale matrix
        TESTING_CHECK( magma_cmscale( &A, zopts.scaling, queue ));
        
        // preconditioner
        if ( zopts.solver_par.solver != Magma_ITERREF ) {
            TESTING_CHECK( magma_c_precondsetup( A, b, &zopts.solver_par, &zopts.precond_par, queue ) );
        }

        TESTING_CHECK( magma_cmconvert( A, &B, Magma_CSR, zopts.output_format, queue ));
        
        printf( "\n%% matrix info: %lld-by-%lld with %lld nonzeros\n\n",
                            (long long) A.num_rows, (long long) A.num_cols, (long long) A.nnz );
        
        printf("matrixinfo = [\n");
        printf("%%   size   (m x n)     ||   nonzeros (nnz)   ||   nnz/m   ||   stored nnz\n");
        printf("%%============================================================================%%\n");
        printf("  %8lld  %8lld      %10lld             %4lld        %10lld\n",
               (long long) B.num_rows, (long long) B.num_cols, (long long) B.true_nnz,
               (long long) (B.true_nnz/B.num_rows), (long long) B.nnz );
        printf("%%============================================================================%%\n");
        printf("];\n");

        TESTING_CHECK( magma_cmtransfer( B, &B_d, Magma_CPU, Magma_DEV, queue ));

        // vectors and initial guess
        TESTING_CHECK( magma_cvinit( &b, Magma_DEV, A.num_rows, 1, one, queue ));
        //magma_cvinit( &x, Magma_DEV, A.num_cols, 1, one, queue );
        //magma_c_spmv( one, B_d, x, zero, b, queue );                 //  b = A x
        //magma_cmfree(&x, queue );
        TESTING_CHECK( magma_cvinit( &x, Magma_DEV, A.num_cols, 1, zero, queue ));
        
        info = magma_c_solver( B_d, b, &x, &zopts, queue );
        if( info != 0 ) {
            printf("%%error: solver returned: %s (%lld).\n",
                    magma_strerror( info ), (long long) info );
        }
        printf("convergence = [\n");
        magma_csolverinfo( &zopts.solver_par, &zopts.precond_par, queue );
        printf("];\n\n");
        
        zopts.solver_par.verbose = 0;
        printf("solverinfo = [\n");
        magma_csolverinfo( &zopts.solver_par, &zopts.precond_par, queue );
        printf("];\n\n");
        
        printf("precondinfo = [\n");
        printf("%%   setup  runtime\n");        
        printf("  %.6f  %.6f\n",
           zopts.precond_par.setuptime, zopts.precond_par.runtime );
        printf("];\n\n");
        magma_cmfree(&B_d, queue );
        magma_cmfree(&B, queue );
        magma_cmfree(&A, queue );
        magma_cmfree(&x, queue );
        magma_cmfree(&b, queue );
        i++;
    }

    magma_queue_destroy( queue );
    TESTING_CHECK( magma_finalize() );
    return info;
}
Example #2
0
/* ////////////////////////////////////////////////////////////////////////////
   -- testing any solver 
*/
int main( int argc, char** argv)
{
    TESTING_INIT();

    magma_copts zopts;

    int i=1;
    magma_cparse_opts( argc, argv, &zopts, &i);


    magmaFloatComplex one = MAGMA_C_MAKE(1.0, 0.0);
    magmaFloatComplex zero = MAGMA_C_MAKE(0.0, 0.0);
    magma_c_sparse_matrix A, B, B_d;
    magma_c_vector x, b;

    B.blocksize = zopts.blocksize;
    B.alignment = zopts.alignment;

    if ( zopts.solver_par.solver != Magma_PCG &&
         zopts.solver_par.solver != Magma_PGMRES &&
         zopts.solver_par.solver != Magma_PBICGSTAB &&
         zopts.solver_par.solver != Magma_ITERREF )
    zopts.precond_par.solver = Magma_NONE;

    magma_csolverinfo_init( &zopts.solver_par, &zopts.precond_par );

    while(  i < argc ){

        magma_c_csr_mtx( &A,  argv[i]  ); 

        printf( "\n# matrix info: %d-by-%d with %d nonzeros\n\n",
                            (int) A.num_rows,(int) A.num_cols,(int) A.nnz );

        // scale matrix
        magma_cmscale( &A, zopts.scaling );

        magma_c_mconvert( A, &B, Magma_CSR, zopts.output_format );
        magma_c_mtransfer( B, &B_d, Magma_CPU, Magma_DEV );

        // vectors and initial guess
        magma_c_vinit( &b, Magma_DEV, A.num_cols, one );
        magma_c_vinit( &x, Magma_DEV, A.num_cols, one );
        magma_c_spmv( one, B_d, x, zero, b );                 //  b = A x
        magma_c_vfree(&x);
        magma_c_vinit( &x, Magma_DEV, A.num_cols, zero );

        magma_c_solver( B_d, b, &x, &zopts ); 

        magma_csolverinfo( &zopts.solver_par, &zopts.precond_par );

        magma_c_mfree(&B_d);
        magma_c_mfree(&B);
        magma_c_mfree(&A); 
        magma_c_vfree(&x);
        magma_c_vfree(&b);

        i++;
    }

    magma_csolverinfo_free( &zopts.solver_par, &zopts.precond_par );

    TESTING_FINALIZE();
    return 0;
}
Example #3
0
/* ////////////////////////////////////////////////////////////////////////////
   -- testing any solver
*/
int main(  int argc, char** argv )
{
    magma_int_t info = 0;
    TESTING_INIT();

    magma_copts zopts;
    magma_queue_t queue=NULL;
    magma_queue_create( 0, &queue );
    
    magmaFloatComplex one = MAGMA_C_MAKE(1.0, 0.0);
    magmaFloatComplex zero = MAGMA_C_MAKE(0.0, 0.0);
    magma_c_matrix A={Magma_CSR}, B={Magma_CSR}, B_d={Magma_CSR};
    magma_c_matrix x={Magma_CSR}, b={Magma_CSR}, t={Magma_CSR};
    magma_c_matrix x1={Magma_CSR}, x2={Magma_CSR};
    
    //Chronometry
    real_Double_t tempo1, tempo2;
    
    int i=1;
    CHECK( magma_cparse_opts( argc, argv, &zopts, &i, queue ));

    B.blocksize = zopts.blocksize;
    B.alignment = zopts.alignment;

    CHECK( magma_csolverinfo_init( &zopts.solver_par, &zopts.precond_par, queue ));

    while( i < argc ) {
        if ( strcmp("LAPLACE2D", argv[i]) == 0 && i+1 < argc ) {   // Laplace test
            i++;
            magma_int_t laplace_size = atoi( argv[i] );
            CHECK( magma_cm_5stencil(  laplace_size, &A, queue ));
        } else {                        // file-matrix test
            CHECK( magma_c_csr_mtx( &A,  argv[i], queue ));
        }

        printf( "\n%% matrix info: %d-by-%d with %d nonzeros\n\n",
                            int(A.num_rows), int(A.num_cols), int(A.nnz) );


        // for the eigensolver case
        zopts.solver_par.ev_length = A.num_rows;
        CHECK( magma_ceigensolverinfo_init( &zopts.solver_par, queue ));

        // scale matrix
        CHECK( magma_cmscale( &A, zopts.scaling, queue ));

        CHECK( magma_cmconvert( A, &B, Magma_CSR, zopts.output_format, queue ));
        CHECK( magma_cmtransfer( B, &B_d, Magma_CPU, Magma_DEV, queue ));

        // vectors and initial guess
        CHECK( magma_cvinit( &b, Magma_DEV, A.num_cols, 1, one, queue ));
        CHECK( magma_cvinit( &x, Magma_DEV, A.num_cols, 1, zero, queue ));
        CHECK( magma_cvinit( &t, Magma_DEV, A.num_cols, 1, zero, queue ));
        CHECK( magma_cvinit( &x1, Magma_DEV, A.num_cols, 1, zero, queue ));
        CHECK( magma_cvinit( &x2, Magma_DEV, A.num_cols, 1, zero, queue ));
                        
        //preconditioner
        CHECK( magma_c_precondsetup( B_d, b, &zopts.solver_par, &zopts.precond_par, queue ) );
        
        float residual;
        CHECK( magma_cresidual( B_d, b, x, &residual, queue ));
        zopts.solver_par.init_res = residual;
        printf("data = [\n");
        
        printf("%%runtime left preconditioner:\n");
        tempo1 = magma_sync_wtime( queue );
        info = magma_c_applyprecond_left( MagmaNoTrans, B_d, b, &x1, &zopts.precond_par, queue ); 
        tempo2 = magma_sync_wtime( queue );
        if( info != 0 ){
            printf("error: preconditioner returned: %s (%d).\n",
                magma_strerror( info ), int(info) );
        }
        CHECK( magma_cresidual( B_d, b, x1, &residual, queue ));
        printf("%.8e  %.8e\n", tempo2-tempo1, residual );
        
        printf("%%runtime right preconditioner:\n");
        tempo1 = magma_sync_wtime( queue );
        info = magma_c_applyprecond_right( MagmaNoTrans, B_d, b, &x2, &zopts.precond_par, queue ); 
        tempo2 = magma_sync_wtime( queue );
        if( info != 0 ){
            printf("error: preconditioner returned: %s (%d).\n",
                magma_strerror( info ), int(info) );
        }
        CHECK( magma_cresidual( B_d, b, x2, &residual, queue ));
        printf("%.8e  %.8e\n", tempo2-tempo1, residual );
        
        
        printf("];\n");
        
        info = magma_c_applyprecond_left( MagmaNoTrans, B_d, b, &t, &zopts.precond_par, queue ); 
        info = magma_c_applyprecond_right( MagmaNoTrans, B_d, t, &x, &zopts.precond_par, queue ); 

                
        CHECK( magma_cresidual( B_d, b, x, &residual, queue ));
        zopts.solver_par.final_res = residual;
        
        magma_csolverinfo( &zopts.solver_par, &zopts.precond_par, queue );

        magma_cmfree(&B_d, queue );
        magma_cmfree(&B, queue );
        magma_cmfree(&A, queue );
        magma_cmfree(&x, queue );
        magma_cmfree(&x1, queue );
        magma_cmfree(&x2, queue );
        magma_cmfree(&b, queue );
        magma_cmfree(&t, queue );

        i++;
    }

cleanup:
    magma_cmfree(&B_d, queue );
    magma_cmfree(&B, queue );
    magma_cmfree(&A, queue );
    magma_cmfree(&x, queue );
    magma_cmfree(&x1, queue );
    magma_cmfree(&x2, queue );
    magma_cmfree(&b, queue );
    magma_cmfree(&t, queue );
    magma_csolverinfo_free( &zopts.solver_par, &zopts.precond_par, queue );
    magma_queue_destroy( queue );
    TESTING_FINALIZE();
    return info;
}