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blis/test/sup/test_gemm.c
Field G. Van Zee 908887358e Support ldims, packing in sup/test drivers. 
Details:
- Updated the test/sup source file (test_gemm.c) and Makefile to support
  building matrices with small or large leading dimensions, and updated
  runme.sh to support executing both kinds of test drivers.
- Updated runme.sh to allow for executing sup drivers with unpacked (the
  default) or packed matrices (via setting BLIS_PACK_A, BLIS_PACK_B
  environment variables), and for capturing output to files that encode
  both the leading dimension (small or large) and packing status into
  the filenames.
- Consolidated octave scripts in test/sup/octave_st, test/sup/octave_mt
  into test/sup/octave and updated the octave code in that consolidated
  directory to read the new output filename format (encoding ldim and
  packing). Also added comments and streamlined code, particularly in
  plot_panel_trxsh.m. Tested the octave scripts with octave 5.2.0.
- Moved old octave_st, octave_mt directories to test/sup/old.
2020-08-03 11:22:33 +05:30

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/*
BLIS
An object-based framework for developing high-performance BLAS-like
libraries.
Copyright (C) 2014, The University of Texas at Austin
Copyright (C) 2019, Advanced Micro Devices, Inc.
Redistribution and use in source and binary forms, with or without
modification, are permitted provided that the following conditions are
met:
- Redistributions of source code must retain the above copyright
notice, this list of conditions and the following disclaimer.
- Redistributions in binary form must reproduce the above copyright
notice, this list of conditions and the following disclaimer in the
documentation and/or other materials provided with the distribution.
- Neither the name of The University of Texas nor the names of its
contributors may be used to endorse or promote products derived
from this software without specific prior written permission.
THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
*/
#include <unistd.h>
#ifdef EIGEN
#define BLIS_DISABLE_BLAS_DEFS
#include "blis.h"
#include <Eigen/Core>
//#include <Eigen/src/misc/blas.h>
using namespace Eigen;
#else
#include "blis.h"
#endif
//#define PRINT
int main( int argc, char** argv )
{
rntm_t rntm_g;
bli_init();
// Copy the global rntm_t object so that we can use it later when disabling
// sup. Starting with a copy of the global rntm_t is actually necessary;
// if we start off with a locally-initialized rntm_t, it will not contain
// the ways of parallelism that were conveyed via environment variables,
// which is necessary when running this driver with multiple BLIS threads.
bli_rntm_init_from_global( &rntm_g );
#ifndef ERROR_CHECK
bli_error_checking_level_set( BLIS_NO_ERROR_CHECKING );
#endif
dim_t n_trials = N_TRIALS;
num_t dt = DT;
#if 1
dim_t p_begin = P_BEGIN;
dim_t p_max = P_MAX;
dim_t p_inc = P_INC;
#else
dim_t p_begin = 4;
dim_t p_max = 40;
dim_t p_inc = 4;
#endif
#if 1
dim_t m_input = M_DIM;
dim_t n_input = N_DIM;
dim_t k_input = K_DIM;
#else
p_begin = p_inc = 32;
dim_t m_input = 6;
dim_t n_input = -1;
dim_t k_input = -1;
#endif
#if 1
trans_t transa = TRANSA;
trans_t transb = TRANSB;
#else
trans_t transa = BLIS_NO_TRANSPOSE;
trans_t transb = BLIS_NO_TRANSPOSE;
#endif
#if 1
stor3_t sc = STOR3;
#else
stor3_t sc = BLIS_RRR;
#endif
inc_t rs_c, cs_c;
inc_t rs_a, cs_a;
inc_t rs_b, cs_b;
f77_int cbla_storage;
if ( sc == BLIS_RRR ) cbla_storage = CblasRowMajor;
else if ( sc == BLIS_CCC ) cbla_storage = CblasColMajor;
else cbla_storage = -1;
( void )cbla_storage;
char dt_ch;
// Choose the char corresponding to the requested datatype.
if ( bli_is_float( dt ) ) dt_ch = 's';
else if ( bli_is_double( dt ) ) dt_ch = 'd';
else if ( bli_is_scomplex( dt ) ) dt_ch = 'c';
else dt_ch = 'z';
f77_char f77_transa;
f77_char f77_transb;
char transal, transbl;
bli_param_map_blis_to_netlib_trans( transa, &f77_transa );
bli_param_map_blis_to_netlib_trans( transb, &f77_transb );
transal = tolower( f77_transa );
transbl = tolower( f77_transb );
f77_int cbla_transa = ( transal == 'n' ? CblasNoTrans : CblasTrans );
f77_int cbla_transb = ( transbl == 'n' ? CblasNoTrans : CblasTrans );
( void )cbla_transa;
( void )cbla_transb;
dim_t p;
// Begin with initializing the last entry to zero so that
// matlab allocates space for the entire array once up-front.
for ( p = p_begin; p + p_inc <= p_max; p += p_inc ) ;
printf( "data_%s_%cgemm_%c%c_%s", THR_STR, dt_ch,
transal, transbl, STR );
printf( "( %2lu, 1:4 ) = [ %4lu %4lu %4lu %7.2f ];\n",
( unsigned long )(p - p_begin)/p_inc + 1,
( unsigned long )0,
( unsigned long )0,
( unsigned long )0, 0.0 );
//for ( p = p_begin; p <= p_max; p += p_inc )
for ( p = p_max; p_begin <= p; p -= p_inc )
{
obj_t a, b, c;
obj_t c_save;
obj_t alpha, beta;
dim_t m, n, k;
if ( m_input < 0 ) m = p / ( dim_t )abs(m_input);
else m = ( dim_t ) m_input;
if ( n_input < 0 ) n = p / ( dim_t )abs(n_input);
else n = ( dim_t ) n_input;
if ( k_input < 0 ) k = p / ( dim_t )abs(k_input);
else k = ( dim_t ) k_input;
#ifdef LDIM_SMALL
// Setting the row and column strides of a matrix to '0' is a shorthand
// request for column storage; using '-1' is shorthand for row storage.
//else if ( sc == BLIS_RRC ) { rs_c = cs_c = -1; rs_a = cs_a = -1; rs_b = cs_b = 0; }
//else if ( sc == BLIS_RCR ) { rs_c = cs_c = -1; rs_a = cs_a = 0; rs_b = cs_b = -1; }
//else if ( sc == BLIS_RCC ) { rs_c = cs_c = -1; rs_a = cs_a = 0; rs_b = cs_b = 0; }
//else if ( sc == BLIS_CRR ) { rs_c = cs_c = 0; rs_a = cs_a = -1; rs_b = cs_b = -1; }
//else if ( sc == BLIS_CRC ) { rs_c = cs_c = 0; rs_a = cs_a = -1; rs_b = cs_b = 0; }
//else if ( sc == BLIS_CCR ) { rs_c = cs_c = 0; rs_a = cs_a = 0; rs_b = cs_b = -1; }
if ( sc == BLIS_RRR ) { rs_c = -1; rs_a = -1; rs_b = -1;
cs_c = -1; cs_a = -1; cs_b = -1; }
else if ( sc == BLIS_RRC ) { rs_c = -1; rs_a = -1; rs_b = 0;
cs_c = -1; cs_a = -1; cs_b = 0; }
else if ( sc == BLIS_RCR ) { rs_c = -1; rs_a = 0; rs_b = -1;
cs_c = -1; cs_a = 0; cs_b = -1; }
else if ( sc == BLIS_RCC ) { rs_c = -1; rs_a = 0; rs_b = 0;
cs_c = -1; cs_a = 0; cs_b = 0; }
else if ( sc == BLIS_CRR ) { rs_c = 0; rs_a = -1; rs_b = -1;
cs_c = 0; cs_a = -1; cs_b = -1; }
else if ( sc == BLIS_CRC ) { rs_c = 0; rs_a = -1; rs_b = 0;
cs_c = 0; cs_a = -1; cs_b = 0; }
else if ( sc == BLIS_CCR ) { rs_c = 0; rs_a = 0; rs_b = -1;
cs_c = 0; cs_a = 0; cs_b = -1; }
else if ( sc == BLIS_CCC ) { rs_c = 0; rs_a = 0; rs_b = 0;
cs_c = 0; cs_a = 0; cs_b = 0; }
else { bli_abort(); }
#else // LDIM_LARGE
#if 0
const dim_t m_large = m;
const dim_t n_large = n;
const dim_t k_large = k;
#else
const dim_t m_large = p_max;
const dim_t n_large = p_max;
const dim_t k_large = p_max;
#endif
if ( sc == BLIS_RRR ) { rs_c = n_large; rs_a = k_large; rs_b = n_large;
cs_c = 1; cs_a = 1; cs_b = 1; }
else if ( sc == BLIS_RRC ) { rs_c = n_large; rs_a = k_large; rs_b = 1;
cs_c = 1; cs_a = 1; cs_b = k_large; }
else if ( sc == BLIS_RCR ) { rs_c = n_large; rs_a = 1; rs_b = n_large;
cs_c = 1; cs_a = m_large; cs_b = 1; }
else if ( sc == BLIS_RCC ) { rs_c = n_large; rs_a = 1; rs_b = 1;
cs_c = 1; cs_a = m_large; cs_b = k_large; }
else if ( sc == BLIS_CRR ) { rs_c = 1; rs_a = k_large; rs_b = n_large;
cs_c = m_large; cs_a = 1; cs_b = 1; }
else if ( sc == BLIS_CRC ) { rs_c = 1; rs_a = k_large; rs_b = 1;
cs_c = m_large; cs_a = 1; cs_b = k_large; }
else if ( sc == BLIS_CCR ) { rs_c = 1; rs_a = 1; rs_b = n_large;
cs_c = m_large; cs_a = m_large; cs_b = 1; }
else if ( sc == BLIS_CCC ) { rs_c = 1; rs_a = 1; rs_b = 1;
cs_c = m_large; cs_a = m_large; cs_b = k_large; }
else { bli_abort(); }
#endif
bli_obj_create( dt, 1, 1, 0, 0, &alpha );
bli_obj_create( dt, 1, 1, 0, 0, &beta );
bli_obj_create( dt, m, n, rs_c, cs_c, &c );
bli_obj_create( dt, m, n, rs_c, cs_c, &c_save );
if ( bli_does_notrans( transa ) )
bli_obj_create( dt, m, k, rs_a, cs_a, &a );
else
bli_obj_create( dt, k, m, cs_a, rs_a, &a );
if ( bli_does_notrans( transb ) )
bli_obj_create( dt, k, n, rs_b, cs_b, &b );
else
bli_obj_create( dt, n, k, cs_b, rs_b, &b );
bli_randm( &a );
bli_randm( &b );
bli_randm( &c );
bli_obj_set_conjtrans( transa, &a );
bli_obj_set_conjtrans( transb, &b );
bli_setsc( (1.0/1.0), 0.0, &alpha );
bli_setsc( (1.0/1.0), 0.0, &beta );
bli_copym( &c, &c_save );
#ifdef EIGEN
double alpha_r, alpha_i;
bli_getsc( &alpha, &alpha_r, &alpha_i );
void* ap = bli_obj_buffer_at_off( &a );
void* bp = bli_obj_buffer_at_off( &b );
void* cp = bli_obj_buffer_at_off( &c );
const int os_a = ( bli_obj_is_col_stored( &a ) ? bli_obj_col_stride( &a )
: bli_obj_row_stride( &a ) );
const int os_b = ( bli_obj_is_col_stored( &b ) ? bli_obj_col_stride( &b )
: bli_obj_row_stride( &b ) );
const int os_c = ( bli_obj_is_col_stored( &c ) ? bli_obj_col_stride( &c )
: bli_obj_row_stride( &c ) );
Stride<Dynamic,1> stride_a( os_a, 1 );
Stride<Dynamic,1> stride_b( os_b, 1 );
Stride<Dynamic,1> stride_c( os_c, 1 );
#if defined(IS_FLOAT)
#elif defined (IS_DOUBLE)
#ifdef A_STOR_R
typedef Matrix<double, Dynamic, Dynamic, RowMajor> MatrixXd_A;
#else
typedef Matrix<double, Dynamic, Dynamic, ColMajor> MatrixXd_A;
#endif
#ifdef B_STOR_R
typedef Matrix<double, Dynamic, Dynamic, RowMajor> MatrixXd_B;
#else
typedef Matrix<double, Dynamic, Dynamic, ColMajor> MatrixXd_B;
#endif
#ifdef C_STOR_R
typedef Matrix<double, Dynamic, Dynamic, RowMajor> MatrixXd_C;
#else
typedef Matrix<double, Dynamic, Dynamic, ColMajor> MatrixXd_C;
#endif
#ifdef A_NOTRANS // A is not transposed
Map<MatrixXd_A, 0, Stride<Dynamic,1> > A( ( double* )ap, m, k, stride_a );
#else // A is transposed
Map<MatrixXd_A, 0, Stride<Dynamic,1> > A( ( double* )ap, k, m, stride_a );
#endif
#ifdef B_NOTRANS // B is not transposed
Map<MatrixXd_B, 0, Stride<Dynamic,1> > B( ( double* )bp, k, n, stride_b );
#else // B is transposed
Map<MatrixXd_B, 0, Stride<Dynamic,1> > B( ( double* )bp, n, k, stride_b );
#endif
Map<MatrixXd_C, 0, Stride<Dynamic,1> > C( ( double* )cp, m, n, stride_c );
#endif
#endif
double dtime_save = DBL_MAX;
for ( dim_t r = 0; r < n_trials; ++r )
{
bli_copym( &c_save, &c );
double dtime = bli_clock();
#ifdef EIGEN
#ifdef A_NOTRANS
#ifdef B_NOTRANS
C.noalias() += alpha_r * A * B;
#else // B_TRANS
C.noalias() += alpha_r * A * B.transpose();
#endif
#else // A_TRANS
#ifdef B_NOTRANS
C.noalias() += alpha_r * A.transpose() * B;
#else // B_TRANS
C.noalias() += alpha_r * A.transpose() * B.transpose();
#endif
#endif
#endif
#ifdef BLIS
#ifdef SUP
// Allow sup.
bli_gemm( &alpha,
&a,
&b,
&beta,
&c );
#else
// NOTE: We can't use the static initializer and must instead
// initialize the rntm_t with the copy from the global rntm_t we
// made at the beginning of main(). Please see the comment there
// for more info on why BLIS_RNTM_INITIALIZER doesn't work here.
//rntm_t rntm = BLIS_RNTM_INITIALIZER;
rntm_t rntm = rntm_g;
// Disable sup and use the expert interface.
bli_rntm_disable_l3_sup( &rntm );
bli_gemm_ex( &alpha,
&a,
&b,
&beta,
&c, NULL, &rntm );
#endif
#endif
#ifdef BLAS
if ( bli_is_float( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
float* alphap = ( float* )bli_obj_buffer( &alpha );
float* ap = ( float* )bli_obj_buffer( &a );
float* bp = ( float* )bli_obj_buffer( &b );
float* betap = ( float* )bli_obj_buffer( &beta );
float* cp = ( float* )bli_obj_buffer( &c );
#ifdef XSMM
libxsmm_sgemm( &f77_transa,
#else
sgemm_( &f77_transa,
#endif
&f77_transb,
&mm,
&nn,
&kk,
alphap,
ap, &lda,
bp, &ldb,
betap,
cp, &ldc );
}
else if ( bli_is_double( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
double* alphap = ( double* )bli_obj_buffer( &alpha );
double* ap = ( double* )bli_obj_buffer( &a );
double* bp = ( double* )bli_obj_buffer( &b );
double* betap = ( double* )bli_obj_buffer( &beta );
double* cp = ( double* )bli_obj_buffer( &c );
#ifdef XSMM
libxsmm_dgemm( &f77_transa,
#else
dgemm_( &f77_transa,
#endif
&f77_transb,
&mm,
&nn,
&kk,
alphap,
ap, &lda,
bp, &ldb,
betap,
cp, &ldc );
}
else if ( bli_is_scomplex( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
scomplex* alphap = ( scomplex* )bli_obj_buffer( &alpha );
scomplex* ap = ( scomplex* )bli_obj_buffer( &a );
scomplex* bp = ( scomplex* )bli_obj_buffer( &b );
scomplex* betap = ( scomplex* )bli_obj_buffer( &beta );
scomplex* cp = ( scomplex* )bli_obj_buffer( &c );
#ifdef XSMM
libxsmm_cgemm( &f77_transa,
#else
cgemm_( &f77_transa,
#endif
&f77_transb,
&mm,
&nn,
&kk,
alphap,
ap, &lda,
bp, &ldb,
betap,
cp, &ldc );
}
else if ( bli_is_dcomplex( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
dcomplex* alphap = ( dcomplex* )bli_obj_buffer( &alpha );
dcomplex* ap = ( dcomplex* )bli_obj_buffer( &a );
dcomplex* bp = ( dcomplex* )bli_obj_buffer( &b );
dcomplex* betap = ( dcomplex* )bli_obj_buffer( &beta );
dcomplex* cp = ( dcomplex* )bli_obj_buffer( &c );
#ifdef XSMM
libxsmm_zgemm( &f77_transa,
#else
zgemm_( &f77_transa,
#endif
&f77_transb,
&mm,
&nn,
&kk,
alphap,
ap, &lda,
bp, &ldb,
betap,
cp, &ldc );
}
#endif
#ifdef CBLAS
if ( bli_is_float( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
#ifdef C_STOR_R
f77_int lda = bli_obj_row_stride( &a );
f77_int ldb = bli_obj_row_stride( &b );
f77_int ldc = bli_obj_row_stride( &c );
#else
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
#endif
float* alphap = bli_obj_buffer( &alpha );
float* ap = bli_obj_buffer( &a );
float* bp = bli_obj_buffer( &b );
float* betap = bli_obj_buffer( &beta );
float* cp = bli_obj_buffer( &c );
cblas_sgemm( cbla_storage,
cbla_transa,
cbla_transb,
mm,
nn,
kk,
*alphap,
ap, lda,
bp, ldb,
*betap,
cp, ldc );
}
else if ( bli_is_double( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
#ifdef C_STOR_R
f77_int lda = bli_obj_row_stride( &a );
f77_int ldb = bli_obj_row_stride( &b );
f77_int ldc = bli_obj_row_stride( &c );
#else
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
#endif
double* alphap = bli_obj_buffer( &alpha );
double* ap = bli_obj_buffer( &a );
double* bp = bli_obj_buffer( &b );
double* betap = bli_obj_buffer( &beta );
double* cp = bli_obj_buffer( &c );
cblas_dgemm( cbla_storage,
cbla_transa,
cbla_transb,
mm,
nn,
kk,
*alphap,
ap, lda,
bp, ldb,
*betap,
cp, ldc );
}
else if ( bli_is_scomplex( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
#ifdef C_STOR_R
f77_int lda = bli_obj_row_stride( &a );
f77_int ldb = bli_obj_row_stride( &b );
f77_int ldc = bli_obj_row_stride( &c );
#else
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
#endif
scomplex* alphap = bli_obj_buffer( &alpha );
scomplex* ap = bli_obj_buffer( &a );
scomplex* bp = bli_obj_buffer( &b );
scomplex* betap = bli_obj_buffer( &beta );
scomplex* cp = bli_obj_buffer( &c );
cblas_cgemm( cbla_storage,
cbla_transa,
cbla_transb,
mm,
nn,
kk,
alphap,
ap, lda,
bp, ldb,
betap,
cp, ldc );
}
else if ( bli_is_dcomplex( dt ) )
{
f77_int mm = bli_obj_length( &c );
f77_int kk = bli_obj_width_after_trans( &a );
f77_int nn = bli_obj_width( &c );
#ifdef C_STOR_R
f77_int lda = bli_obj_row_stride( &a );
f77_int ldb = bli_obj_row_stride( &b );
f77_int ldc = bli_obj_row_stride( &c );
#else
f77_int lda = bli_obj_col_stride( &a );
f77_int ldb = bli_obj_col_stride( &b );
f77_int ldc = bli_obj_col_stride( &c );
#endif
dcomplex* alphap = bli_obj_buffer( &alpha );
dcomplex* ap = bli_obj_buffer( &a );
dcomplex* bp = bli_obj_buffer( &b );
dcomplex* betap = bli_obj_buffer( &beta );
dcomplex* cp = bli_obj_buffer( &c );
cblas_zgemm( cbla_storage,
cbla_transa,
cbla_transb,
mm,
nn,
kk,
alphap,
ap, lda,
bp, ldb,
betap,
cp, ldc );
}
#endif
dtime_save = bli_clock_min_diff( dtime_save, dtime );
}
double gflops = ( 2.0 * m * k * n ) / ( dtime_save * 1.0e9 );
if ( bli_is_complex( dt ) ) gflops *= 4.0;
printf( "data_%s_%cgemm_%c%c_%s", THR_STR, dt_ch,
transal, transbl, STR );
printf( "( %2lu, 1:4 ) = [ %4lu %4lu %4lu %7.2f ];\n",
( unsigned long )(p - p_begin)/p_inc + 1,
( unsigned long )m,
( unsigned long )n,
( unsigned long )k, gflops );
bli_obj_free( &alpha );
bli_obj_free( &beta );
bli_obj_free( &a );
bli_obj_free( &b );
bli_obj_free( &c );
bli_obj_free( &c_save );
}
//bli_finalize();
return 0;
}
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