Пример #1
0
//
// Define object-based interface.
//
void bli_herk3m( obj_t*  alpha,
                 obj_t*  a,
                 obj_t*  beta,
                 obj_t*  c )
{
	// Since 3m only applies to the complex domain, we use the regular
	// implementation for real domain cases.
	if ( bli_obj_is_complex( *c ) )
		bli_herk3m_entry( alpha, a, beta, c );
	else
		bli_herk_entry( alpha, a, beta, c );
}
Пример #2
0
//
// Define object-based interface.
//
void bli_trmm4m( side_t  side,
                 obj_t*  alpha,
                 obj_t*  a,
                 obj_t*  b )
{
	// Since 4m only applies to the complex domain, we use the regular
    // control tree for real domain cases.
	if ( bli_obj_is_complex( *b ) )
		bli_trmm4m_entry( side, alpha, a, b );
	else
		bli_trmm_entry( side, alpha, a, b );
}
Пример #3
0
double libblis_test_gemm_flops
     (
       obj_t* a,
       obj_t* b,
       obj_t* c
     )
{
	bool_t a_is_real    = bli_obj_is_real( a );
	bool_t a_is_complex = bli_obj_is_complex( a );

	bool_t b_is_real    = bli_obj_is_real( b );
	bool_t b_is_complex = bli_obj_is_complex( b );

	bool_t c_is_real    = bli_obj_is_real( c );
	bool_t c_is_complex = bli_obj_is_complex( c );

	double m            = ( double )bli_obj_length( c );
	double n            = ( double )bli_obj_width( c );
	double k            = ( double )bli_obj_width( a );

	double flops;

	if      ( ( c_is_complex && a_is_complex && b_is_complex ) )
	{
		flops = 8.0 * m * n * k;
	}
	else if ( ( c_is_complex && a_is_complex && b_is_real    ) ||
	          ( c_is_complex && a_is_real    && b_is_complex ) ||
	          ( c_is_real    && a_is_complex && b_is_complex ) )
	{
		flops = 4.0 * m * n * k;
	}
	else
	{
		flops = 2.0 * m * n * k;
	}

	return flops;
}
Пример #4
0
void bli_obj_print( char* label, obj_t* obj )
{
	FILE*  file     = stdout;

	if ( bli_error_checking_is_enabled() )
		bli_obj_print_check( label, obj );

	fprintf( file, "\n" );
	fprintf( file, "%s\n", label );
	fprintf( file, "\n" );

	fprintf( file, " m x n           %lu x %lu\n", ( unsigned long int )bli_obj_length( *obj ),
	                                               ( unsigned long int )bli_obj_width( *obj ) );
	fprintf( file, "\n" );

	fprintf( file, " offm, offn      %lu, %lu\n", ( unsigned long int )bli_obj_row_off( *obj ),
	                                              ( unsigned long int )bli_obj_col_off( *obj ) );
	fprintf( file, " diagoff         %ld\n", ( signed long int )bli_obj_diag_offset( *obj ) );
	fprintf( file, "\n" );

	fprintf( file, " buf             %p\n",  ( void* )bli_obj_buffer( *obj ) );
	fprintf( file, " elem size       %lu\n", ( unsigned long int )bli_obj_elem_size( *obj ) );
	fprintf( file, " rs, cs          %ld, %ld\n", ( signed long int )bli_obj_row_stride( *obj ),
	                                              ( signed long int )bli_obj_col_stride( *obj ) );
	fprintf( file, " is              %ld\n", ( signed long int )bli_obj_imag_stride( *obj ) );
	fprintf( file, " m_padded        %lu\n", ( unsigned long int )bli_obj_padded_length( *obj ) );
	fprintf( file, " n_padded        %lu\n", ( unsigned long int )bli_obj_padded_width( *obj ) );
	fprintf( file, " ps              %lu\n", ( unsigned long int )bli_obj_panel_stride( *obj ) );
	fprintf( file, "\n" );

	fprintf( file, " info            %lX\n", ( unsigned long int )(*obj).info );
	fprintf( file, " - is complex    %lu\n", ( unsigned long int )bli_obj_is_complex( *obj ) );
	fprintf( file, " - is d. prec    %lu\n", ( unsigned long int )bli_obj_is_double_precision( *obj ) );
	fprintf( file, " - datatype      %lu\n", ( unsigned long int )bli_obj_datatype( *obj ) );
	fprintf( file, " - target dt     %lu\n", ( unsigned long int )bli_obj_target_datatype( *obj ) );
	fprintf( file, " - exec dt       %lu\n", ( unsigned long int )bli_obj_execution_datatype( *obj ) );
	fprintf( file, " - has trans     %lu\n", ( unsigned long int )bli_obj_has_trans( *obj ) );
	fprintf( file, " - has conj      %lu\n", ( unsigned long int )bli_obj_has_conj( *obj ) );
	fprintf( file, " - unit diag?    %lu\n", ( unsigned long int )bli_obj_has_unit_diag( *obj ) );
	fprintf( file, " - struc type    %lu\n", ( unsigned long int )bli_obj_struc( *obj ) >> BLIS_STRUC_SHIFT );
	fprintf( file, " - uplo type     %lu\n", ( unsigned long int )bli_obj_uplo( *obj ) >> BLIS_UPLO_SHIFT );
	fprintf( file, "   - is upper    %lu\n", ( unsigned long int )bli_obj_is_upper( *obj ) );
	fprintf( file, "   - is lower    %lu\n", ( unsigned long int )bli_obj_is_lower( *obj ) );
	fprintf( file, "   - is dense    %lu\n", ( unsigned long int )bli_obj_is_dense( *obj ) );
	fprintf( file, " - pack schema   %lu\n", ( unsigned long int )bli_obj_pack_schema( *obj ) >> BLIS_PACK_SCHEMA_SHIFT );
	fprintf( file, " - packinv diag? %lu\n", ( unsigned long int )bli_obj_has_inverted_diag( *obj ) );
	fprintf( file, " - pack ordifup  %lu\n", ( unsigned long int )bli_obj_is_pack_rev_if_upper( *obj ) );
	fprintf( file, " - pack ordiflo  %lu\n", ( unsigned long int )bli_obj_is_pack_rev_if_lower( *obj ) );
	fprintf( file, " - packbuf type  %lu\n", ( unsigned long int )bli_obj_pack_buffer_type( *obj ) >> BLIS_PACK_BUFFER_SHIFT );
	fprintf( file, "\n" );
}
Пример #5
0
//
// Define object-based interface.
//
void bli_hemm3mh( side_t  side,
                 obj_t*  alpha,
                 obj_t*  a,
                 obj_t*  b,
                 obj_t*  beta,
                 obj_t*  c )
{
    // Since 3mh only applies to the complex domain, we use the regular
    // implementation for real domain cases.
    if ( bli_obj_is_complex( *c ) )
        bli_hemm3mh_entry( side, alpha, a, b, beta, c );
    else
        bli_hemm_entry( side, alpha, a, b, beta, c );
}
Пример #6
0
//
// Define object-based interface.
//
void bli_trmm34mh( side_t  side,
                  obj_t*  alpha,
                  obj_t*  a,
                  obj_t*  b,
                  obj_t*  beta,
                  obj_t*  c )
{
	// Since 4mh only applies to the complex domain, we use the regular
	// control tree for real domain cases.
	if ( bli_obj_is_complex( *c ) )
		bli_trmm34mh_entry( side, alpha, a, b, beta, c );
	else
		bli_trmm3_entry( side, alpha, a, b, beta, c );
}
Пример #7
0
//
// Define object-based interface.
//
void bli_syr2k4m( obj_t*  alpha,
                  obj_t*  a,
                  obj_t*  b,
                  obj_t*  beta,
                  obj_t*  c )
{
	herk_t* cntl;

	// Since 4m only applies to the complex domain, we use the regular
	// control tree for real domain cases.
	if ( bli_obj_is_complex( *c ) ) cntl = herk4m_cntl;
	else                            cntl = herk_cntl;

	bli_syr2k_front( alpha, a, b, beta, c,
	                 cntl );
}
Пример #8
0
//
// Define object-based interface.
//
void bli_trsm4m( side_t  side,
                 obj_t*  alpha,
                 obj_t*  a,
                 obj_t*  b )
{
	trsm_t* l_cntl;
	trsm_t* r_cntl;

	// Since 4m only applies to the complex domain, we use the regular
	// control tree for real domain cases.
	if ( bli_obj_is_complex( *b ) ) { l_cntl = trsm4m_l_cntl; r_cntl = trsm4m_r_cntl; }
	else                            { l_cntl = trsm_l_cntl;   r_cntl = trsm_r_cntl;   }

	bli_trsm_front( side, alpha, a, b,
	                l_cntl,
	                r_cntl );
}
Пример #9
0
//
// Define object-based interface.
//
void bli_trmm33m( side_t  side,
                  obj_t*  alpha,
                  obj_t*  a,
                  obj_t*  b,
                  obj_t*  beta,
                  obj_t*  c )
{
	trmm_t* l_cntl;
	trmm_t* r_cntl;

	// Since 3m only applies to the complex domain, we use the regular
	// control tree for real domain cases.
	if ( bli_obj_is_complex( *c ) ) { l_cntl = trmm3m_l_cntl; r_cntl = trmm3m_r_cntl; }
	else                            { l_cntl = trmm_l_cntl;   r_cntl = trmm_r_cntl; }

	bli_trmm3_front( side, alpha, a, b, beta, c,
	                 l_cntl,
	                 r_cntl );
}
Пример #10
0
void libblis_test_gemmtrsm_ukr_experiment( test_params_t* params,
                                           test_op_t*     op,
                                           mt_impl_t      impl,
                                           num_t          datatype,
                                           char*          pc_str,
                                           char*          sc_str,
                                           unsigned int   p_cur,
                                           double*        perf,
                                           double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, n, k;

	char         sc_a = 'c';
	char         sc_b = 'r';

	side_t       side = BLIS_LEFT;
	uplo_t       uploa;

	obj_t        kappa;
	obj_t        alpha;
	obj_t        a_big, a, b;
	obj_t        b11, c11;
	obj_t        ap, bp;
	obj_t        a1xp, a11p, bx1p, b11p;
	obj_t        c11_save;


	// Map the dimension specifier to actual dimensions.
	k = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Fix m and n to MR and NR, respectively.
	m = bli_blksz_for_type( datatype, gemm_mr );
	n = bli_blksz_for_type( datatype, gemm_nr );

	// Store the register blocksizes so that the driver can retrieve the
	// values later when printing results.
	op->dim_aux[0] = m;
	op->dim_aux[1] = n;

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploa );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &kappa );
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_a,      k+m, k+m, &a_big );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_b,      k+m, n,   &b );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[0], m,   n,   &c11 );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[0], m,   n,   &c11_save );

	// Set alpha.
	if ( bli_obj_is_real( b ) )
	{
		bli_setsc(  2.0,  0.0, &alpha );
	}
	else
	{
		bli_setsc(  2.0,  0.0, &alpha );
	}

	// Set the structure, uplo, and diagonal offset properties of A.
	bli_obj_set_struc( BLIS_TRIANGULAR, a_big );
	bli_obj_set_uplo( uploa, a_big );

	// Randomize A and make it densely triangular.
	bli_randm( &a_big );

	// Normalize B and save.
	bli_randm( &b );
	bli_setsc( 1.0/( double )m, 0.0, &kappa );
	bli_scalm( &kappa, &b );

	// Use the last m rows of A_big as A.
	bli_acquire_mpart_t2b( BLIS_SUBPART1, k, m, &a_big, &a );

	// Locate the B11 block of B, copy to C11, and save.
	if ( bli_obj_is_lower( a ) ) 
		bli_acquire_mpart_t2b( BLIS_SUBPART1, k, m, &b, &b11 );
	else
		bli_acquire_mpart_t2b( BLIS_SUBPART1, 0, m, &b, &b11 );
	bli_copym( &b11, &c11 );
	bli_copym( &c11, &c11_save );


	// Initialize pack objects.
	bli_obj_init_pack( &ap );
	bli_obj_init_pack( &bp );

	// Create pack objects for a and b.
	libblis_test_pobj_create( gemm_mr,
	                          gemm_mr,
	                          BLIS_INVERT_DIAG,
	                          BLIS_PACKED_ROW_PANELS,
	                          BLIS_BUFFER_FOR_A_BLOCK,
	                          &a, &ap );
	libblis_test_pobj_create( gemm_mr,
	                          gemm_nr,
	                          BLIS_NO_INVERT_DIAG,
	                          BLIS_PACKED_COL_PANELS,
	                          BLIS_BUFFER_FOR_B_PANEL,
	                          &b, &bp );

	// Pack the contents of a to ap.
	bli_packm_blk_var3( &a, &ap );

	// Pack the contents of b to bp.
	bli_packm_blk_var2( &b, &bp );


	// Create subpartitions from the a and b panels.
	bli_gemmtrsm_ukr_make_subparts( k, &ap, &bp,
	                                &a1xp, &a11p, &bx1p, &b11p );


	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &c11_save, &c11 );

		// Re-pack the contents of b to bp.
		bli_packm_blk_var2( &b, &bp );

		time = bli_clock();

		libblis_test_gemmtrsm_ukr_impl( impl, side, &alpha,
		                                &a1xp, &a11p, &bx1p, &b11p, &c11 );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * n * k + 1.0 * m * m * n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( b ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_gemmtrsm_ukr_check( side, &alpha,
	                                 &a1xp, &a11p, &bx1p, &b11p, &c11, &c11_save, resid );

	// Zero out performance and residual if output matrix is empty.
	//libblis_test_check_empty_problem( &c11, perf, resid );

	// Release packing buffers within pack objects.
	bli_obj_release_pack( &ap );
	bli_obj_release_pack( &bp );

	// Free the test objects.
	bli_obj_free( &a_big );
	bli_obj_free( &b );
	bli_obj_free( &c11 );
	bli_obj_free( &c11_save );
}
Пример #11
0
void libblis_test_fnormv_experiment( test_params_t* params,
                                     test_op_t*     op,
                                     mt_impl_t      impl,
                                     num_t          datatype,
                                     char*          pc_str,
                                     char*          sc_str,
                                     unsigned int   p_cur,
                                     double*        perf,
                                     double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	num_t        dt_real   = bli_datatype_proj_to_real( datatype );

	double       time_min  = 1e9;
	double       time;

	dim_t        m;

	obj_t        beta, norm;
	obj_t        x;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.


	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &beta );
	bli_obj_scalar_init_detached( dt_real,  &norm );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype, sc_str[0], m, &x );

	// Initialize beta to 2 - 2i.
	bli_setsc( 2.0, -2.0, &beta );

	// Set all elements of x to beta.
	bli_setv( &beta, &x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		time = bli_clock();

		libblis_test_fnormv_impl( impl, &x, &norm );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( x ) ) *perf *= 2.0;

	// Perform checks.
	libblis_test_fnormv_check( &beta, &x, &norm, resid );

	// Zero out performance and residual if input vector is empty.
	libblis_test_check_empty_problem( &x, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
}
Пример #12
0
void libblis_test_addv_experiment( test_params_t* params,
                                   test_op_t*     op,
                                   mt_impl_t      impl,
                                   num_t          datatype,
                                   char*          pc_str,
                                   char*          sc_str,
                                   unsigned int   p_cur,
                                   double*        perf,
                                   double*        resid )
{
	double       time_min  = 1e9;
	double       time;

	dim_t        m;

	conj_t       conjx;

	obj_t        alpha, beta;
	obj_t        x, y;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype, sc_str[0], m, &x );
	libblis_test_vobj_create( params, datatype, sc_str[1], m, &y );

	// Initialize alpha and beta.
	bli_setsc( -1.0, -1.0, &alpha );
	bli_setsc(  3.0,  3.0, &beta );

	// Set x and y to alpha and beta, respectively.
	bli_setv( &alpha, &x );
	bli_setv( &beta,  &y );

	// Apply the parameters.
	bli_obj_set_conj( conjx, x );

	// Disable repeats since bli_copyv() is not yet tested. 
	//for ( i = 0; i < n_repeats; ++i )
	{
		time = bli_clock();

		libblis_test_addv_impl( impl, &x, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( x ) ) *perf *= 2.0;

	// Perform checks.
	libblis_test_addv_check( &alpha, &beta, &x, &y, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
	bli_obj_free( &y );
}
Пример #13
0
void libblis_test_scalv_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       char*          dc_str,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = DBL_MAX;
	double       time;

	num_t        datatype;

	dim_t        m;

	conj_t       conjbeta;

	obj_t        beta, y;
	obj_t        y_save;


	// Use the datatype of the first char in the datatype combination string.
	bli_param_map_char_to_blis_dt( dc_str[0], &datatype );

	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conjbeta );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype, sc_str[0], m, &y );
	libblis_test_vobj_create( params, datatype, sc_str[0], m, &y_save );

	// Set beta.
	if ( bli_obj_is_real( &y ) )
		bli_setsc( -2.0,  0.0, &beta );
	else
		bli_setsc(  0.0, -2.0, &beta );

	// Randomize and save y.
	libblis_test_vobj_randomize( params, FALSE, &y );
	bli_copyv( &y, &y_save );

	// Apply the parameters.
	bli_obj_set_conj( conjbeta, &beta );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copyv( &y_save, &y );

		time = bli_clock();

		libblis_test_scalv_impl( iface, &beta, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( &y ) ) *perf *= 6.0;

	// Perform checks.
	libblis_test_scalv_check( params, &beta, &y, &y_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &y );
	bli_obj_free( &y_save );
}
Пример #14
0
void libblis_test_axpyf_experiment( test_params_t* params,
                                    test_op_t*     op,
                                    iface_t        iface,
                                    num_t          datatype,
                                    char*          pc_str,
                                    char*          sc_str,
                                    unsigned int   p_cur,
                                    double*        perf,
                                    double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, b_n;

	conj_t       conja, conjx;

	obj_t        alpha, a, x, y;
	obj_t        y_save;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Query the operation's fusing factor for the current datatype.
	b_n = bli_axpyf_fusefac( datatype );

	// Store the fusing factor so that the driver can retrieve the value
	// later when printing results.
	op->dim_aux[0] = b_n;

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conja );
	bli_param_map_char_to_blis_conj( pc_str[1], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                                            sc_str[0], m, b_n, &a );
	libblis_test_vobj_create( params, datatype, sc_str[1], b_n, &x );
	libblis_test_vobj_create( params, datatype, sc_str[2], m, &y );
	libblis_test_vobj_create( params, datatype, sc_str[2], m, &y_save );

	// Set alpha.
	if ( bli_obj_is_real( y ) )
	{
		bli_setsc( -1.0,  0.0, &alpha );
	}
	else
	{
		bli_setsc(  0.0, -1.0, &alpha );
	}

	// Randomize A, x, and y, and save y.
	bli_randm( &a );
	bli_randv( &x );
	bli_randv( &y );
	bli_copyv( &y, &y_save );

	// Apply the parameters.
	bli_obj_set_conj( conja, a );
	bli_obj_set_conj( conjx, x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copyv( &y_save, &y );

		time = bli_clock();

		libblis_test_axpyf_impl( iface, &alpha, &a, &x, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * b_n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( y ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_axpyf_check( &alpha, &a, &x, &y, &y_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &y_save );
}
Пример #15
0
void libblis_test_gemv_experiment( test_params_t* params,
                                   test_op_t*     op,
                                   iface_t        iface,
                                   num_t          datatype,
                                   char*          pc_str,
                                   char*          sc_str,
                                   unsigned int   p_cur,
                                   double*        perf,
                                   double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, n;

	trans_t      transa;
	conj_t       conjx;

	obj_t        kappa;
	obj_t        alpha, a, x, beta, y;
	obj_t        y_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	n = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_trans( pc_str[0], &transa );
	bli_param_map_char_to_blis_conj( pc_str[1], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &kappa );
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, transa,
	                          sc_str[0], m, n, &a );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[1], n,    &x );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[2], m,    &y );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[2], m,    &y_save );

	// Set alpha and beta.
	if ( bli_obj_is_real( y ) )
	{
		bli_setsc(  2.0,  0.0, &alpha );
		bli_setsc( -1.0,  0.0, &beta );
	}
	else
	{
		bli_setsc(  0.0,  2.0, &alpha );
		bli_setsc(  0.0, -1.0, &beta );
	}

	// Initialize diagonal of matrix A.
	bli_setsc( 2.0, -1.0, &kappa );
	bli_setm( &BLIS_ZERO, &a );
	bli_setd( &kappa, &a );

	// Randomize x and y, and save y.
	bli_randv( &x );
	bli_randv( &y );
	bli_copyv( &y, &y_save );

	// Apply the parameters.
	bli_obj_set_conjtrans( transa, a );
	bli_obj_set_conj( conjx, x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &y_save, &y );

		time = bli_clock();

		libblis_test_gemv_impl( iface, &alpha, &a, &x, &beta, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( y ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_gemv_check( &kappa, &alpha, &a, &x, &beta, &y, &y_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &y_save );
}
Пример #16
0
void libblis_test_her_experiment( test_params_t* params,
                                  test_op_t*     op,
                                  iface_t        iface,
                                  num_t          datatype,
                                  char*          pc_str,
                                  char*          sc_str,
                                  unsigned int   p_cur,
                                  double*        perf,
                                  double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m;

	uplo_t       uploa;
	conj_t       conjx;

	obj_t        alpha, x, a;
	obj_t        a_save;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploa );
	bli_param_map_char_to_blis_conj( pc_str[1], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype,
	                          sc_str[0], m,    &x );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m, m, &a );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m, m, &a_save );

	// Set alpha.
	//bli_copysc( &BLIS_MINUS_ONE, &alpha );
	bli_setsc( -1.0, 0.0, &alpha );

	// Randomize x.
	bli_randv( &x );

	// Set the structure and uplo properties of A.
	bli_obj_set_struc( BLIS_HERMITIAN, a );
	bli_obj_set_uplo( uploa, a );

	// Randomize A, make it densely Hermitian, and zero the unstored triangle
	// to ensure the implementation is reads only from the stored region.
	bli_randm( &a );
	bli_mkherm( &a );
	bli_mktrim( &a );

	// Save A and set its structure and uplo properties.
	bli_obj_set_struc( BLIS_HERMITIAN, a_save );
	bli_obj_set_uplo( uploa, a_save );
	bli_copym( &a, &a_save );

	// Apply the remaining parameters.
	bli_obj_set_conj( conjx, x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &a_save, &a );

		time = bli_clock();

		libblis_test_her_impl( iface, &alpha, &x, &a );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( a ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_her_check( &alpha, &x, &a, &a_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &a, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
	bli_obj_free( &a );
	bli_obj_free( &a_save );
}
Пример #17
0
void libblis_test_ger_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = DBL_MAX;
	double       time;

	dim_t        m, n;

	conj_t       conjx, conjy;

	obj_t        alpha, x, y, a;
	obj_t        a_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	n = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conjx );
	bli_param_map_char_to_blis_conj( pc_str[1], &conjy );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype,
	                          sc_str[0], m,    &x );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[1], n,    &y );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, n, &a );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, n, &a_save );

	// Set alpha.
	if ( bli_obj_is_real( &a ) )
		bli_setsc( -1.0,  1.0, &alpha );
	else
		bli_setsc( -1.0,  1.0, &alpha );

	// Randomize x and y.
	libblis_test_vobj_randomize( params, TRUE, &x );
	libblis_test_vobj_randomize( params, TRUE, &y );

	// Initialize A to identity and save.
	bli_setm( &BLIS_ZERO, &a );
	bli_setd( &BLIS_ONE,  &a );
	bli_copym( &a, &a_save );

	// Apply the parameters.
	bli_obj_set_conj( conjx, &x );
	bli_obj_set_conj( conjy, &y );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &a_save, &a );

		time = bli_clock();

		libblis_test_ger_impl( iface, &alpha, &x, &y, &a );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( &a ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_ger_check( params, &alpha, &x, &y, &a, &a_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &a, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &a );
	bli_obj_free( &a_save );
}
Пример #18
0
void libblis_test_trsm_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, n;
	dim_t        mn_side;

	side_t       side;
	uplo_t       uploa;
	trans_t      transa;
	diag_t       diaga;

	obj_t        alpha, a, b;
	obj_t        b_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	n = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_side( pc_str[0], &side );
	bli_param_map_char_to_blis_uplo( pc_str[1], &uploa );
	bli_param_map_char_to_blis_trans( pc_str[2], &transa );
	bli_param_map_char_to_blis_diag( pc_str[3], &diaga );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	bli_set_dim_with_side( side, m, n, mn_side );
	libblis_test_mobj_create( params, datatype, transa,
	                          sc_str[0], mn_side, mn_side, &a );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m,       n,       &b );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m,       n,       &b_save );

	// Set alpha.
	if ( bli_obj_is_real( b ) )
	{
		bli_setsc(  2.0,  0.0, &alpha );
	}
	else
	{
		bli_setsc(  2.0,  0.0, &alpha );
	}

	// Set the structure and uplo properties of A.
	bli_obj_set_struc( BLIS_TRIANGULAR, a );
	bli_obj_set_uplo( uploa, a );

	// Randomize A, load the diagonal, make it densely triangular.
	libblis_test_mobj_randomize( params, TRUE, &a );
	libblis_test_mobj_load_diag( params, &a );
	bli_mktrim( &a );

	// Randomize B and save B.
	libblis_test_mobj_randomize( params, TRUE, &b );
	bli_copym( &b, &b_save );

	// Apply the remaining parameters.
	bli_obj_set_conjtrans( transa, a );
	bli_obj_set_diag( diaga, a );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &b_save, &b );

		time = bli_clock();

		libblis_test_trsm_impl( iface, side, &alpha, &a, &b );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * mn_side * m * n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( b ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_trsm_check( params, side, &alpha, &a, &b, &b_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &b, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &b );
	bli_obj_free( &b_save );
}
Пример #19
0
void libblis_test_amaxv_experiment
(
    test_params_t* params,
    test_op_t*     op,
    iface_t        iface,
    num_t          datatype,
    char*          pc_str,
    char*          sc_str,
    unsigned int   p_cur,
    double*        perf,
    double*        resid
)
{
    unsigned int n_repeats = params->n_repeats;
    unsigned int i;

    double       time_min  = DBL_MAX;
    double       time;

    dim_t        m;

    obj_t        x;
    obj_t        index;


    // Map the dimension specifier to an actual dimension.
    m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

    // Map parameter characters to BLIS constants.


    // Create test scalars.
    bli_obj_scalar_init_detached( BLIS_INT, &index );

    // Create test operands (vectors and/or matrices).
    libblis_test_vobj_create( params, datatype, sc_str[0], m, &x );

    // Randomize x.
    libblis_test_vobj_randomize( params, FALSE, &x );

    // Repeat the experiment n_repeats times and record results.
    for ( i = 0; i < n_repeats; ++i )
    {
        time = bli_clock();

        libblis_test_amaxv_impl( iface, &x, &index );

        time_min = bli_clock_min_diff( time_min, time );
    }

    // Estimate the performance of the best experiment repeat.
    *perf = ( 1.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
    if ( bli_obj_is_complex( x ) ) *perf *= 2.0;

    // Perform checks.
    libblis_test_amaxv_check( params, &x, &index, resid );

    // Zero out performance and residual if input vector is empty.
    libblis_test_check_empty_problem( &x, perf, resid );

    // Free the test objects.
    bli_obj_free( &x );
}
Пример #20
0
void libblis_test_dotxaxpyf_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, b_n;

	conj_t       conjat, conja, conjw, conjx;

	obj_t        alpha, at, a, w, x, beta, y, z;
	obj_t        y_save, z_save;

	cntx_t       cntx;

	// Initialize a context.
	bli_dotxaxpyf_cntx_init( &cntx );

	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Query the operation's fusing factor for the current datatype.
	b_n = bli_cntx_get_blksz_def_dt( datatype, BLIS_XF, &cntx );

	// Store the fusing factor so that the driver can retrieve the value
	// later when printing results.
	op->dim_aux[0] = b_n;

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conjat );
	bli_param_map_char_to_blis_conj( pc_str[1], &conja );
	bli_param_map_char_to_blis_conj( pc_str[2], &conjw );
	bli_param_map_char_to_blis_conj( pc_str[3], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                                            sc_str[0], m, b_n, &a );
	libblis_test_vobj_create( params, datatype, sc_str[1], m, &w );
	libblis_test_vobj_create( params, datatype, sc_str[2], b_n, &x );
	libblis_test_vobj_create( params, datatype, sc_str[3], b_n, &y );
	libblis_test_vobj_create( params, datatype, sc_str[3], b_n, &y_save );
	libblis_test_vobj_create( params, datatype, sc_str[4], m, &z );
	libblis_test_vobj_create( params, datatype, sc_str[4], m, &z_save );

	// Set alpha.
	if ( bli_obj_is_real( y ) )
	{
		bli_setsc(  1.2,  0.0, &alpha );
		bli_setsc( -1.0,  0.0, &beta );
	}
	else
	{
		bli_setsc(  1.2,  0.1, &alpha );
		bli_setsc( -1.0, -0.1, &beta );
	}

	// Randomize A, w, x, y, and z, and save y and z.
	libblis_test_mobj_randomize( params, FALSE, &a );
	libblis_test_vobj_randomize( params, FALSE, &w );
	libblis_test_vobj_randomize( params, FALSE, &x );
	libblis_test_vobj_randomize( params, FALSE, &y );
	libblis_test_vobj_randomize( params, FALSE, &z );
	bli_copyv( &y, &y_save );
	bli_copyv( &z, &z_save );

	// Create an alias to a for at. (Note that it should NOT actually be
	// marked for transposition since the transposition is part of the dotxf
	// subproblem.)
	bli_obj_alias_to( a, at );

	// Apply the parameters.
	bli_obj_set_conj( conjat, at );
	bli_obj_set_conj( conja, a );
	bli_obj_set_conj( conjw, w );
	bli_obj_set_conj( conjx, x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copyv( &y_save, &y );
		bli_copyv( &z_save, &z );

		time = bli_clock();

		libblis_test_dotxaxpyf_impl( iface,
		                             &alpha, &at, &a, &w, &x, &beta, &y, &z,
		                             &cntx );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * b_n + 2.0 * m * b_n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( y ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_dotxaxpyf_check( params, &alpha, &at, &a, &w, &x, &beta, &y, &z, &y_save, &z_save, resid );

	// Zero out performance and residual if either output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );
	libblis_test_check_empty_problem( &z, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &w );
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &z );
	bli_obj_free( &y_save );
	bli_obj_free( &z_save );

	// Finalize the context.
	bli_dotxaxpyf_cntx_finalize( &cntx );
}
Пример #21
0
void libblis_test_syrk_experiment( test_params_t* params,
                                   test_op_t*     op,
                                   mt_impl_t      impl,
                                   num_t          datatype,
                                   char*          pc_str,
                                   char*          sc_str,
                                   unsigned int   p_cur,
                                   double*        perf,
                                   double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, k;

	uplo_t       uploc;
	trans_t      transa;

	obj_t        kappa;
	obj_t        alpha, a, beta, c;
	obj_t        c_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	k = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploc );
	bli_param_map_char_to_blis_trans( pc_str[1], &transa );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &kappa );
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, transa,
	                          sc_str[0], m, k, &a );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m, m, &c );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m, m, &c_save );

	// Set alpha and beta.
	if ( bli_obj_is_real( c ) )
	{
		bli_setsc(  1.2,  0.0, &alpha );
		bli_setsc( -1.0,  0.0, &beta );
	}
	else
	{
		// For syrk, both alpha and beta may be complex since, unlike herk,
		// C is symmetric in both the real and complex cases.
		bli_setsc(  1.2,  0.5, &alpha );
		bli_setsc( -1.0,  0.5, &beta );
	}

	// Randomize A.
	bli_randm( &a );

	// Set the structure and uplo properties of C.
	bli_obj_set_struc( BLIS_SYMMETRIC, c );
	bli_obj_set_uplo( uploc, c );

	// Randomize A, make it densely symmetric, and zero the unstored triangle
	// to ensure the implementation is reads only from the stored region.
	bli_randm( &c );
	bli_mksymm( &c );
	bli_mktrim( &c );

	// Save C and set its structure and uplo properties.
	bli_obj_set_struc( BLIS_SYMMETRIC, c_save );
	bli_obj_set_uplo( uploc, c_save );
	bli_copym( &c, &c_save );

	// Normalize by k.
	bli_setsc( 1.0/( double )k, 0.0, &kappa );
	bli_scalm( &kappa, &a );

	// Apply the remaining parameters.
	bli_obj_set_conjtrans( transa, a );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &c_save, &c );

		time = bli_clock();

		libblis_test_syrk_impl( impl, &alpha, &a, &beta, &c );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m * m * k ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( c ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_syrk_check( &alpha, &a, &beta, &c, &c_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &c, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &c );
	bli_obj_free( &c_save );
}
Пример #22
0
void libblis_test_axpyv_experiment( test_params_t* params,
                                    test_op_t*     op,
                                    mt_impl_t      impl,
                                    num_t          datatype,
                                    char*          pc_str,
                                    char*          sc_str,
                                    unsigned int   p_cur,
                                    double*        perf,
                                    double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m;

	conj_t       conjx;

	obj_t        alpha, x, y;
	obj_t        y_save;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_conj( pc_str[0], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );

	// Create test operands (vectors and/or matrices).
	libblis_test_vobj_create( params, datatype, sc_str[0], m, &x );
	libblis_test_vobj_create( params, datatype, sc_str[1], m, &y );
	libblis_test_vobj_create( params, datatype, sc_str[1], m, &y_save );

	// Set alpha.
	//bli_setsc( sqrt(2.0)/2.0, sqrt(2.0)/2.0, &alpha );
	//bli_copysc( &BLIS_TWO, &alpha );
	if ( bli_obj_is_real( y ) )
		bli_setsc( -2.0,  0.0, &alpha );
	else
		bli_setsc(  0.0, -2.0, &alpha );

	// Randomize x and y, and save y.
	bli_randv( &x );
	bli_randv( &y );
	bli_copyv( &y, &y_save );

	// Apply the parameters.
	bli_obj_set_conj( conjx, x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copyv( &y_save, &y );

		time = bli_clock();

		libblis_test_axpyv_impl( impl, &alpha, &x, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( y ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_axpyv_check( &alpha, &x, &y, &y_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &y_save );
}
Пример #23
0
void bli_gemm_front( obj_t*  alpha,
                     obj_t*  a,
                     obj_t*  b,
                     obj_t*  beta,
                     obj_t*  c,
                     gemm_t* cntl )
{
	obj_t   a_local;
	obj_t   b_local;
	obj_t   c_local;

	// Check parameters.
	if ( bli_error_checking_is_enabled() )
		bli_gemm_check( alpha, a, b, beta, c );

	// If alpha is zero, scale by beta and return.
	if ( bli_obj_equals( alpha, &BLIS_ZERO ) )
	{
		bli_scalm( beta, c );
		return;
	}

	// Alias A, B, and C in case we need to apply transformations.
	bli_obj_alias_to( *a, a_local );
	bli_obj_alias_to( *b, b_local );
	bli_obj_alias_to( *c, c_local );

	// An optimization: If C is stored by rows and the micro-kernel prefers
	// contiguous columns, or if C is stored by columns and the micro-kernel
	// prefers contiguous rows, transpose the entire operation to allow the
	// micro-kernel to access elements of C in its preferred manner.
	if (
	     ( bli_obj_is_row_stored( c_local ) &&
	       bli_func_prefers_contig_cols( bli_obj_datatype( c_local ),
	                                     bli_gemm_cntl_ukrs( cntl ) ) ) ||
	     ( bli_obj_is_col_stored( c_local ) &&
	       bli_func_prefers_contig_rows( bli_obj_datatype( c_local ),
	                                     bli_gemm_cntl_ukrs( cntl ) ) )
	   )
	{
		bli_obj_swap( a_local, b_local );

		bli_obj_induce_trans( a_local );
		bli_obj_induce_trans( b_local );
		bli_obj_induce_trans( c_local );
	}

    gemm_thrinfo_t** infos = bli_create_gemm_thrinfo_paths();
    dim_t n_threads = thread_num_threads( infos[0] );

	// Invoke the internal back-end.
    bli_level3_thread_decorator( n_threads,   
                                 (level3_int_t) bli_gemm_int, 
                                 alpha, 
                                 &a_local,  
                                 &b_local,  
                                 beta, 
                                 &c_local,  
                                 (void*) cntl, 
                                 (void**) infos );

    bli_gemm_thrinfo_free_paths( infos, n_threads );

#ifdef BLIS_ENABLE_FLOP_COUNT
	// Increment the global flop counter.
	bli_flop_count_inc( 2.0 * bli_obj_length( *c )
	                        * bli_obj_width( *c )
	                        * bli_obj_width_after_trans( a_local )
	                        * ( bli_obj_is_complex( *c ) ? 4.0 : 1.0 ) );
#endif
}
Пример #24
0
void libblis_test_her2k_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = DBL_MAX;
	double       time;

	dim_t        m, k;

	uplo_t       uploc;
	trans_t      transa, transb;

	obj_t        alpha, a, b, beta, c;
	obj_t        c_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	k = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploc );
	bli_param_map_char_to_blis_trans( pc_str[1], &transa );
	bli_param_map_char_to_blis_trans( pc_str[2], &transb );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, transa,
	                          sc_str[0], m, k, &a );
	libblis_test_mobj_create( params, datatype, transb,
	                          sc_str[1], m, k, &b );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, m, &c );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, m, &c_save );

	// Set alpha and beta.
	if ( bli_obj_is_real( c ) )
	{
		bli_setsc(  0.8, 0.0, &alpha );
		bli_setsc( -1.0, 0.0, &beta );
	}
	else
	{
		// For her2k, alpha may be complex, but beta must be real-valued
		// (in order to preserve the Hermitian structure of C).
		bli_setsc(  0.8, 0.5, &alpha );
		bli_setsc( -1.0, 0.0, &beta );
	}

	// Randomize A and B.
	libblis_test_mobj_randomize( params, TRUE, &a );
	libblis_test_mobj_randomize( params, TRUE, &b );

	// Set the structure and uplo properties of C.
	bli_obj_set_struc( BLIS_HERMITIAN, c );
	bli_obj_set_uplo( uploc, c );

	// Randomize A, make it densely Hermitian, and zero the unstored triangle
	// to ensure the implementation is reads only from the stored region.
	libblis_test_mobj_randomize( params, TRUE, &c );
	bli_mkherm( &c );
	bli_mktrim( &c );

	// Save C and set its structure and uplo properties.
	bli_obj_set_struc( BLIS_HERMITIAN, c_save );
	bli_obj_set_uplo( uploc, c_save );
	bli_copym( &c, &c_save );

	// Apply the remaining parameters.
	bli_obj_set_conjtrans( transa, a );
	bli_obj_set_conjtrans( transb, b );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &c_save, &c );

		time = bli_clock();

		libblis_test_her2k_impl( iface, &alpha, &a, &b, &beta, &c );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * m * k ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( c ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_her2k_check( params, &alpha, &a, &b, &beta, &c, &c_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &c, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &b );
	bli_obj_free( &c );
	bli_obj_free( &c_save );
}
Пример #25
0
void libblis_test_gemm_experiment( test_params_t* params,
                                   test_op_t*     op,
                                   iface_t        iface,
                                   num_t          datatype,
                                   char*          pc_str,
                                   char*          sc_str,
                                   unsigned int   p_cur,
                                   double*        perf,
                                   double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m, n, k;

	trans_t      transa;
	trans_t      transb;

	obj_t        kappa;
	obj_t        alpha, a, b, beta, c;
	obj_t        c_save;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	n = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );
	k = libblis_test_get_dim_from_prob_size( op->dim_spec[2], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_trans( pc_str[0], &transa );
	bli_param_map_char_to_blis_trans( pc_str[1], &transb );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &kappa );
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, transa,
	                          sc_str[0], m, k, &a );
	libblis_test_mobj_create( params, datatype, transb,
	                          sc_str[1], k, n, &b );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, n, &c );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[2], m, n, &c_save );

	// Set alpha and beta.
	if ( bli_obj_is_real( c ) )
	{
		bli_setsc(  1.2,  0.0, &alpha );
		bli_setsc( -1.0,  0.0, &beta );
	}
	else
	{
		bli_setsc(  1.2,  0.8, &alpha );
		bli_setsc( -1.0,  1.0, &beta );
	}

	// Randomize A, B, and C, and save C.
	bli_randm( &a );
	bli_randm( &b );
	bli_randm( &c );
	bli_copym( &c, &c_save );

	// Normalize by k.
	bli_setsc( 1.0/( double )k, 0.0, &kappa );
	bli_scalm( &kappa, &a );
	bli_scalm( &kappa, &b );

	// Apply the parameters.
	bli_obj_set_conjtrans( transa, a );
	bli_obj_set_conjtrans( transb, b );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &c_save, &c );

		time = bli_clock();

		libblis_test_gemm_impl( iface, &alpha, &a, &b, &beta, &c );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m * n * k ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( c ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_gemm_check( &alpha, &a, &b, &beta, &c, &c_save, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &c, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &b );
	bli_obj_free( &c );
	bli_obj_free( &c_save );
}
Пример #26
0
void bli_trmm_front( side_t  side,
                     obj_t*  alpha,
                     obj_t*  a,
                     obj_t*  b,
                     gemm_t* cntl )
{
	obj_t   a_local;
	obj_t   b_local;
	obj_t   c_local;

	// Check parameters.
	if ( bli_error_checking_is_enabled() )
		bli_trmm_check( side, alpha, a, b );

	// If alpha is zero, scale by beta and return.
	if ( bli_obj_equals( alpha, &BLIS_ZERO ) )
	{
		bli_scalm( alpha, b );
		return;
	}

	// Alias A and B so we can tweak the objects if necessary.
	bli_obj_alias_to( *a, a_local );
	bli_obj_alias_to( *b, b_local );
	bli_obj_alias_to( *b, c_local );

	// We do not explicitly implement the cases where A is transposed.
	// However, we can still handle them. Specifically, if A is marked as
	// needing a transposition, we simply induce a transposition. This
	// allows us to only explicitly implement the no-transpose cases. Once
	// the transposition is induced, the correct algorithm will be called,
	// since, for example, an algorithm over a transposed lower triangular
	// matrix A moves in the same direction (forwards) as a non-transposed
	// upper triangular matrix. And with the transposition induced, the
	// matrix now appears to be upper triangular, so the upper triangular
	// algorithm will grab the correct partitions, as if it were upper
	// triangular (with no transpose) all along.
	if ( bli_obj_has_trans( a_local ) )
	{
		bli_obj_induce_trans( a_local );
		bli_obj_set_onlytrans( BLIS_NO_TRANSPOSE, a_local );
	}

#if 0

	// If A is being multiplied from the right, transpose all operands
	// so that we can perform the computation as if A were being multiplied
	// from the left.
	if ( bli_is_right( side ) )
	{
		bli_toggle_side( side );
		bli_obj_induce_trans( a_local );
		bli_obj_induce_trans( b_local );
		bli_obj_induce_trans( c_local );
	}

#else

	// An optimization: If C is stored by rows and the micro-kernel prefers
	// contiguous columns, or if C is stored by columns and the micro-kernel
	// prefers contiguous rows, transpose the entire operation to allow the
	// micro-kernel to access elements of C in its preferred manner.
	if (
	     ( bli_obj_is_row_stored( c_local ) &&
	       bli_func_prefers_contig_cols( bli_obj_datatype( c_local ),
	                                     bli_gemm_cntl_ukrs( cntl ) ) ) ||
	     ( bli_obj_is_col_stored( c_local ) &&
	       bli_func_prefers_contig_rows( bli_obj_datatype( c_local ),
	                                     bli_gemm_cntl_ukrs( cntl ) ) )
	   )
	{
		bli_toggle_side( side );
		bli_obj_induce_trans( a_local );
		bli_obj_induce_trans( b_local );
		bli_obj_induce_trans( c_local );
	}

	// If A is being multiplied from the right, swap A and B so that
	// the matrix will actually be on the right.
	if ( bli_is_right( side ) )
	{
		bli_obj_swap( a_local, b_local );
	}

#endif

	// Set each alias as the root object.
	// NOTE: We MUST wait until we are done potentially swapping the objects
	// before setting the root fields!
	bli_obj_set_as_root( a_local );
	bli_obj_set_as_root( b_local );
	bli_obj_set_as_root( c_local );
 

    trmm_thrinfo_t** infos = bli_create_trmm_thrinfo_paths( bli_is_right( side ) );
    dim_t n_threads = thread_num_threads( infos[0] );

    // Invoke the internal back-end.
    bli_level3_thread_decorator( n_threads,   
                                 (level3_int_t) bli_trmm_int, 
                                 alpha, 
                                 &a_local,  
                                 &b_local,  
                                 &BLIS_ZERO, 
                                 &c_local,  
                                 (void*) cntl, 
                                 (void**) infos );

    bli_trmm_thrinfo_free_paths( infos, n_threads );

#ifdef BLIS_ENABLE_FLOP_COUNT
	// Increment the global flop counter.
	bli_flop_count_inc( 1.0 * bli_obj_length( *c )
	                        * bli_obj_width( *c )
	                        * bli_obj_width_after_trans( a_local )
	                        * ( bli_obj_is_complex( *c ) ? 4.0 : 1.0 ) );
#endif
}
Пример #27
0
void libblis_test_symv_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = DBL_MAX;
	double       time;

	dim_t        m;

	uplo_t       uploa;
	conj_t       conja;
	conj_t       conjx;

	obj_t        alpha, a, x, beta, y;
	obj_t        y_save;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploa );
	bli_param_map_char_to_blis_conj( pc_str[1], &conja );
	bli_param_map_char_to_blis_conj( pc_str[2], &conjx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[0], m, m, &a );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[1], m,    &x );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[2], m,    &y );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[2], m,    &y_save );

	// Set alpha and beta.
	if ( bli_obj_is_real( &y ) )
	{
		bli_setsc(  1.0,  0.0, &alpha );
		bli_setsc( -1.0,  0.0, &beta );
	}
	else
	{
		bli_setsc(  0.5,  0.5, &alpha );
		bli_setsc( -0.5,  0.5, &beta );
	}

	// Set the structure and uplo properties of A.
	bli_obj_set_struc( BLIS_SYMMETRIC, &a );
	bli_obj_set_uplo( uploa, &a );

	// Randomize A, make it densely symmetric, and zero the unstored triangle
	// to ensure the implementation reads only from the stored region.
	libblis_test_mobj_randomize( params, TRUE, &a );
	bli_mksymm( &a );
	bli_mktrim( &a );

	// Randomize x and y, and save y.
	libblis_test_vobj_randomize( params, TRUE, &x );
	libblis_test_vobj_randomize( params, TRUE, &y );
	bli_copyv( &y, &y_save );

	// Apply the remaining parameters.
	bli_obj_set_conj( conja, &a );
	bli_obj_set_conj( conjx, &x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &y_save, &y );

		time = bli_clock();

		libblis_test_symv_impl( iface, &alpha, &a, &x, &beta, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( &y ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_symv_check( params, &alpha, &a, &x, &beta, &y, &y_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &x );
	bli_obj_free( &y );
	bli_obj_free( &y_save );
}
Пример #28
0
void libblis_test_randv_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = DBL_MAX;
	double       time;

	dim_t        m;

	char         x_store;

	obj_t        x;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.


	// Extract the storage character for each operand.
	x_store = sc_str[0];

	// Create the test objects.
	libblis_test_vobj_create( params, datatype, x_store, m, &x );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		time = bli_clock();

		libblis_test_randv_impl( iface, &x );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 2.0 * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( x ) ) *perf *= 2.0;

	// Perform checks.
	// For randv(), we don't return a meaningful residual/diff, since we can't
	// really say for sure what is "random" and what is not, so instead we
	// manually perform some checks that will fail under some scenarios whic
	// we consider to be likely.
	libblis_test_randv_check( params, &x, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &x, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
}
Пример #29
0
void libblis_test_trmv_experiment( test_params_t* params,
                                   test_op_t*     op,
                                   mt_impl_t      impl,
                                   num_t          datatype,
                                   char*          pc_str,
                                   char*          sc_str,
                                   unsigned int   p_cur,
                                   double*        perf,
                                   double*        resid )
{
	unsigned int n_repeats = params->n_repeats;
	unsigned int i;

	double       time_min  = 1e9;
	double       time;

	dim_t        m;

	uplo_t       uploa;
	trans_t      transa;
	diag_t       diaga;

	obj_t        kappa;
	obj_t        alpha, a, x;
	obj_t        x_save;


	// Map the dimension specifier to an actual dimension.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_uplo( pc_str[0], &uploa );
	bli_param_map_char_to_blis_trans( pc_str[1], &transa );
	bli_param_map_char_to_blis_diag( pc_str[2], &diaga );

	// Create test scalars.
	bli_obj_init_scalar( datatype, &alpha );
	bli_obj_init_scalar( datatype, &kappa );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[0], m, m, &a );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[1], m,    &x );
	libblis_test_vobj_create( params, datatype,
	                          sc_str[1], m,    &x_save );

	// Set alpha.
	if ( bli_obj_is_real( x ) )
		bli_setsc( -1.0,  0.0, &alpha );
	else
		bli_setsc(  0.0, -1.0, &alpha );

	// Set the structure and uplo properties of A.
	bli_obj_set_struc( BLIS_TRIANGULAR, a );
	bli_obj_set_uplo( uploa, a );

	// Randomize A, make it densely triangular.
	bli_randm( &a );
	bli_mktrim( &a );

	// Randomize x and save.
	bli_randv( &x );
	bli_copyv( &x, &x_save );

	// Normalize vectors by m.
	bli_setsc( 1.0/( double )m, 0.0, &kappa );
	bli_scalv( &kappa, &x );
	bli_scalv( &kappa, &x_save );

	// Apply the remaining parameters.
	bli_obj_set_conjtrans( transa, a );
	bli_obj_set_diag( diaga, a );

	// Repeat the experiment n_repeats times and record results. 
	for ( i = 0; i < n_repeats; ++i )
	{
		bli_copym( &x_save, &x );

		time = bli_clock();

		libblis_test_trmv_impl( impl, &alpha, &a, &x );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m * m ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( x ) ) *perf *= 4.0;

	// Perform checks.
	libblis_test_trmv_check( &alpha, &a, &x, &x_save, resid );

	// Zero out performance and residual if output vector is empty.
	libblis_test_check_empty_problem( &x, perf, resid );

	// Free the test objects.
	bli_obj_free( &a );
	bli_obj_free( &x );
	bli_obj_free( &x_save );
}
Пример #30
0
void libblis_test_subm_experiment
     (
       test_params_t* params,
       test_op_t*     op,
       iface_t        iface,
       num_t          datatype,
       char*          pc_str,
       char*          sc_str,
       unsigned int   p_cur,
       double*        perf,
       double*        resid
     )
{
	double       time_min  = DBL_MAX;
	double       time;

	dim_t        m, n;

	trans_t      transx;

	obj_t        alpha, beta;
	obj_t        x, y;


	// Map the dimension specifier to actual dimensions.
	m = libblis_test_get_dim_from_prob_size( op->dim_spec[0], p_cur );
	n = libblis_test_get_dim_from_prob_size( op->dim_spec[1], p_cur );

	// Map parameter characters to BLIS constants.
	bli_param_map_char_to_blis_trans( pc_str[0], &transx );

	// Create test scalars.
	bli_obj_scalar_init_detached( datatype, &alpha );
	bli_obj_scalar_init_detached( datatype, &beta );

	// Create test operands (vectors and/or matrices).
	libblis_test_mobj_create( params, datatype, transx,
	                          sc_str[0], m, n, &x );
	libblis_test_mobj_create( params, datatype, BLIS_NO_TRANSPOSE,
	                          sc_str[1], m, n, &y );

	// Initialize alpha and beta.
	bli_setsc(  1.0,  1.0, &alpha );
	bli_setsc(  3.0,  3.0, &beta );

	// Randomize x.
	bli_setm( &alpha, &x );
	bli_setm( &beta,  &y );

	// Apply the parameters.
	bli_obj_set_conjtrans( transx, x );

	// Disable repeats since bli_copym() is not yet tested.
	//for ( i = 0; i < n_repeats; ++i )
	{
		time = bli_clock();

		libblis_test_subm_impl( iface, &x, &y );

		time_min = bli_clock_min_diff( time_min, time );
	}

	// Estimate the performance of the best experiment repeat.
	*perf = ( 1.0 * m * n ) / time_min / FLOPS_PER_UNIT_PERF;
	if ( bli_obj_is_complex( x ) ) *perf *= 2.0;

	// Perform checks.
	libblis_test_subm_check( params, &alpha, &beta, &x, &y, resid );

	// Zero out performance and residual if output matrix is empty.
	libblis_test_check_empty_problem( &y, perf, resid );

	// Free the test objects.
	bli_obj_free( &x );
	bli_obj_free( &y );
}