/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2021, Advanced Micro Devices, Inc. All rights reserved.. 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. */ #ifdef WIN32 #include #else #include #endif #include "blis.h" //#define FILE_IN_OUT //#define PRINT #define MATRIX_INITIALISATION #ifdef BLIS_ENABLE_CBLAS //#define CBLAS #endif #ifdef CBLAS #include "cblas.h" #endif int main( int argc, char** argv ) { obj_t a, b, c; obj_t c_save; obj_t alpha, beta; dim_t n, k; num_t dt; int r, n_repeats; trans_t transa; trans_t transb; uplo_t uploc; #ifndef FILE_IN_OUT dim_t p; dim_t p_begin, p_end, p_inc; int n_input, k_input; #endif double dtime; double dtime_save; double gflops; #ifdef FILE_IN_OUT FILE* fin = NULL; FILE* fout = NULL; #endif //bli_init(); //bli_error_checking_level_set( BLIS_NO_ERROR_CHECKING ); n_repeats = 3; #ifndef FILE_IN_OUT #ifndef PRINT p_begin = 200; p_end = 2000; p_inc = 100; n_input = -1; k_input = -1; #else p_begin = 200; p_end = 2000; p_inc = 100; k_input = -1; n_input = -1; #endif #endif #if 1 //dt = BLIS_FLOAT; dt = BLIS_DOUBLE; #else //dt = BLIS_SCOMPLEX; dt = BLIS_DCOMPLEX; #endif transa = BLIS_NO_TRANSPOSE; transb = BLIS_NO_TRANSPOSE; uploc = BLIS_LOWER; #ifdef FILE_IN_OUT if (argc < 3) { printf("Usage: ./test_gemmt_XX.x input.csv output.csv\n"); exit(1); } fin = fopen(argv[1], "r"); if (fin == NULL) { printf("Error opening the file %s\n", argv[1]); exit(1); } fout = fopen(argv[2], "w"); if (fout == NULL) { printf("Error opening output file %s\n", argv[2]); exit(1); } fprintf(fout, "n\t k\t lda\t ldb\t ldc\t gflops\n"); printf("~~~~~~~~~~_BLAS\t n\t k\t lda\t ldb\t ldc \t gflops\n"); inc_t cs_a; inc_t cs_b; inc_t cs_c; while (fscanf(fin, "%ld %ld %ld %ld %ld\n", &k, &n, &cs_a, &cs_b, &cs_c) == 5) { if ((n > cs_a) || (k > cs_b) || (n > cs_c)) continue; // leading dimension should be greater than number of rows bli_obj_create( dt, 1, 1, 0, 0, &alpha); bli_obj_create( dt, 1, 1, 0, 0, &beta ); bli_obj_create( dt, n, k, 1, cs_a, &a ); bli_obj_create( dt, k, n, 1, cs_b, &b ); bli_obj_create( dt, n, n, 1, cs_c, &c ); bli_obj_create( dt, n, n, 1, cs_c, &c_save ); #ifdef MATRIX_INITIALISATION bli_randm( &a ); bli_randm( &b ); bli_randm( &c ); #endif bli_obj_set_struc( BLIS_TRIANGULAR, &c ); bli_obj_set_uplo( uploc, &c ); bli_obj_set_conjtrans( transa, &a); bli_obj_set_conjtrans( transb, &b); //Randomize C and zero the unstored triangle to ensure the //implementation reads only from the stored region. bli_randm( &c ); bli_mktrim( &c ); //bli_setsc( 0.0, -1, &alpha ); //bli_setsc( 0.0, 1, &beta ); bli_setsc( -(1.0), 0.0, &alpha ); bli_setsc( (1.0), 0.0, &beta ); #else for ( p = p_begin; p <= p_end; p += p_inc ) { 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; bli_obj_create( dt, 1, 1, 0, 0, &alpha ); bli_obj_create( dt, 1, 1, 0, 0, &beta ); #ifdef CBLAS bli_obj_create( dt, n, k, k, 1, &a ); bli_obj_create( dt, k, n, n, 1, &b ); bli_obj_create( dt, n, n, n, 1, &c ); bli_obj_create( dt, n, n, n, 1, &c_save ); #else bli_obj_create( dt, n, k, 1, n, &a ); bli_obj_create( dt, k, n, 1, k, &b ); bli_obj_create( dt, n, n, 1, n, &c ); bli_obj_create( dt, n, n, 1, n, &c_save ); #endif bli_obj_set_struc( BLIS_TRIANGULAR, &c ); bli_obj_set_uplo( uploc, &c ); bli_randm( &a ); bli_randm( &b ); bli_randm( &c ); //Randomize C and zero the unstored triangle to ensure the //implementation reads only from the stored region. bli_randm( &c ); bli_mktrim( &c ); bli_obj_set_conjtrans( transa, &a ); bli_obj_set_conjtrans( transb, &b ); bli_setsc( (0.9/1.0), 0.2, &alpha ); bli_setsc( -(1.1/1.0), 0.3, &beta ); #endif bli_copym( &c, &c_save ); dtime_save = DBL_MAX; for ( r = 0; r < n_repeats; ++r ) { bli_copym( &c_save, &c ); dtime = bli_clock(); #ifdef PRINT bli_printm( "a", &a, "%4.1f", "," ); bli_printm( "b", &b, "%4.1f", "," ); bli_printm( "c", &c, "%4.1f", "," ); #endif #ifdef BLIS bli_gemmt( &alpha, &a, &b, &beta, &c ); #else #ifdef CBLAS enum CBLAS_ORDER cblas_order; enum CBLAS_UPLO cblas_uplo; enum CBLAS_TRANSPOSE cblas_transa; enum CBLAS_TRANSPOSE cblas_transb; if ( bli_obj_row_stride( &c ) == 1 ) cblas_order = CblasColMajor; else cblas_order = CblasRowMajor; if( bli_is_upper( uploc ) ) cblas_uplo = CblasUpper; else cblas_uplo = CblasLower; if( bli_is_trans( transa ) ) cblas_transa = CblasTrans; else if( bli_is_conjtrans( transa ) ) cblas_transa = CblasConjTrans; else cblas_transa = CblasNoTrans; if( bli_is_trans( transb ) ) cblas_transb = CblasTrans; else if( bli_is_conjtrans( transb ) ) cblas_transb = CblasConjTrans; else cblas_transb = CblasNoTrans; #else f77_char f77_transa; f77_char f77_transb; f77_char f77_uploc; bli_param_map_blis_to_netlib_trans( transa, &f77_transa ); bli_param_map_blis_to_netlib_trans( transb, &f77_transb ); bli_param_map_blis_to_netlib_uplo( uploc, &f77_uploc ); #endif if ( bli_is_float( dt ) ) { #ifdef CBLAS f77_int kk = bli_obj_width_after_trans( &a ); f77_int nn = bli_obj_width( &c ); f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); 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_sgemmt( cblas_order, cblas_uplo, cblas_transa, cblas_transb, nn, kk, *alphap, ap, lda, bp, ldb, *betap, cp, ldc ); #else 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 = 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 ); sgemmt_( &f77_uploc, &f77_transa, &f77_transb, &nn, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); #endif } else if ( bli_is_double( dt ) ) { #ifdef CBLAS f77_int kk = bli_obj_width_after_trans( &a ); f77_int nn = bli_obj_width( &c ); f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); 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_dgemmt( cblas_order, cblas_uplo, cblas_transa, cblas_transb, nn, kk, *alphap, ap,lda, bp, ldb, *betap, cp, ldc ); #else 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 = 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 ); dgemmt_( &f77_uploc, &f77_transa, &f77_transb, &nn, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); #endif } else if ( bli_is_scomplex( dt ) ) { #ifdef CBLAS f77_int kk = bli_obj_width_after_trans( &a ); f77_int nn = bli_obj_width( &c ); f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); 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_cgemmt( cblas_order, cblas_uplo, cblas_transa, cblas_transb, nn, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc ); #else 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 = 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 ); cgemmt_( &f77_uploc, &f77_transa, &f77_transb, &nn, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); #endif } else if ( bli_is_dcomplex( dt ) ) { #ifdef CBLAS f77_int kk = bli_obj_width_after_trans( &a ); f77_int nn = bli_obj_width( &c ); f77_int lda = bli_obj_row_stride( &a ); f77_int ldb = bli_obj_row_stride( &b ); f77_int ldc = bli_obj_row_stride( &c ); 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_zgemmt( cblas_order, cblas_uplo, cblas_transa, cblas_transb, nn, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc ); #else 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 = 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 ); zgemmt_( &f77_uploc, &f77_transa, &f77_transb, &nn, &kk, alphap, ap, &lda, bp, &ldb, betap, cp, &ldc ); #endif } #endif #ifdef PRINT bli_printm( "c after", &c, "%4.1f", "" ); exit(1); #endif dtime_save = bli_clock_min_diff( dtime_save, dtime ); } gflops = ( n * k * n ) / ( dtime_save * 1.0e9 ); if ( bli_is_complex( dt ) ) gflops *= 4.0; #ifdef BLIS printf( "data_gemmt_blis" ); #else printf( "data_gemmt_%s", BLAS ); #endif #ifdef FILE_IN_OUT printf("%4lu \t %4lu \t %4lu \t %4lu \t %4lu \t %6.3f\n", \ ( unsigned long )n, ( unsigned long )k, (unsigned long)cs_a, (unsigned long)cs_b, (unsigned long)cs_c, gflops ); fprintf(fout, "%4lu \t %4lu \t %4lu \t %4lu \t %4lu \t %6.3f\n", \ ( unsigned long )n, ( unsigned long )k, (unsigned long)cs_a, (unsigned long)cs_b, (unsigned long)cs_c, gflops ); fflush(fout); #else printf( "( %2lu, 1:4 ) = [ %4lu %4lu %7.2f ];\n", ( unsigned long )(p - p_begin)/p_inc + 1, ( unsigned long )n, ( unsigned long )k, gflops ); #endif 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(); #ifdef FILE_IN_OUT fclose(fin); fclose(fout); #endif return 0; }