/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2021 - 2025, Advanced Micro Devices, Inc. All rights reserved. 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(s) of the copyright holder(s) 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" #include "blis_int_type.h" // Benchmark application to process aocl logs generated by BLIS library. #ifndef DT #define DT BLIS_DOUBLE #endif #define AOCL_MATRIX_INITIALISATION //#define BLIS_ENABLE_CBLAS /* For BLIS since logs are collected at BLAS interfaces * we disable cblas interfaces for this benchmark application */ /* #ifdef BLIS_ENABLE_CBLAS */ /* #define CBLAS */ /* #endif */ int main( int argc, char** argv ) { obj_t x, y; obj_t a, a_save; obj_t alpha; dim_t p_inc = 0; // to keep track of number of inputs num_t dt; char dt_ch; int r, n_repeats; double dtime; double dtime_save; double gflops; FILE* fin = NULL; FILE* fout = NULL; #ifdef CBLAS char stor_scheme; #endif n_repeats = N_REPEAT; // This macro will get from Makefile. dt = DT; if (argc < 3) { printf("Usage: ./test_ger_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, "Func Dt m n alphaR alphaI incx incy lda gflops\n"); dim_t m; dim_t n; double alpha_r, alpha_i; inc_t lda; inc_t incx; inc_t incy; char tmp[256]; // to store function name, line no present in logs. #ifdef CBLAS stor_scheme = 'C'; #endif // {S,D,C,Z} {transa m n alpha incx incy lda} while (fscanf(fin, "%s %c " INT_FS INT_FS " %lf %lf " INT_FS INT_FS INT_FS "\n", tmp, &dt_ch, &m, &n, &alpha_r, &alpha_i, &incx, &incy, &lda) == 9) { #ifdef PRINT fprintf (stdout, "Input = %s %c " INT_FS INT_FS " %lf %lf " INT_FS INT_FS INT_FS "%6.3f\n", tmp, dt_ch, m, n, alpha_r, alpha_i, incx, incy, lda, gflops); #endif if (dt_ch == 'D' || dt_ch == 'd') dt = BLIS_DOUBLE; else if (dt_ch == 'Z' || dt_ch == 'z') dt = BLIS_DCOMPLEX; else if (dt_ch == 'S' || dt_ch == 's') dt = BLIS_FLOAT; else if (dt_ch == 'C' || dt_ch == 'c') dt = BLIS_SCOMPLEX; else { printf("Invalid data type %c\n", dt_ch); continue; } // Create objects with required sizes and strides. // ger operation is defined as // // The ?ger routines perform a matrix-vector operation defined as // // A := alpha*x*y'+ A, // // where: // alpha is a scalar, // x is an m-element vector, // y is an n-element vector, // A is an m-by-n general matrix. bli_obj_create( dt, m, 1, incx, 1, &x ); bli_obj_create( dt, n, 1, incy, 1, &y ); bli_obj_create( dt, m, n, 1, lda, &a ); bli_obj_create( dt, m, n, 1, lda, &a_save ); #ifdef AOCL_MATRIX_INITIALISATION bli_randm( &a ); bli_randm( &x ); bli_randm( &y ); #endif bli_obj_create( dt, 1, 1, 0, 0, &alpha ); bli_setsc( alpha_r, alpha_i, &alpha ); bli_copym( &a, &a_save ); dtime_save = DBL_MAX; for ( r = 0; r < n_repeats; ++r ) { bli_copym( &a_save, &a ); #ifdef PRINT bli_printm( "a", &a, "%4.1f", "" ); bli_printm( "x", &x, "%4.1f", "" ); bli_printm( "y", &y, "%4.1f", "" ); #endif dtime = bli_clock(); #ifdef BLIS bli_ger( &alpha, &x, &y, &a ); #else // BLIS Interface #ifdef CBLAS enum CBLAS_ORDER cblas_order; if ( ( stor_scheme == 'C' ) || ( stor_scheme == 'c' ) ) cblas_order = CblasColMajor; else cblas_order = CblasRowMajor; #endif // Set data type independent inputs for BLAS and // CBLAS API's f77_int mm = bli_obj_length( &a ); f77_int nn = bli_obj_width( &a ); f77_int blas_lda = bli_obj_col_stride( &a ); f77_int blas_incx = incx; f77_int blas_incy = incy; if ( bli_is_float( dt ) ){ float* alphap = bli_obj_buffer( &alpha ); float* ap = bli_obj_buffer( &a ); float* xp = bli_obj_buffer( &x ); float* yp = bli_obj_buffer( &y ); #ifdef CBLAS cblas_sger(cblas_order, mm, nn, *alphap, xp, blas_incx, yp, blas_incy, ap, blas_lda); #else // cblas sgemv sger_( &mm, &nn, alphap, xp, &blas_incx, yp, &blas_incy, ap, &blas_lda ); #endif // cblas sgemv } else if ( bli_is_double( dt ) ) { double* alphap = bli_obj_buffer( &alpha ); double* ap = bli_obj_buffer( &a ); double* xp = bli_obj_buffer( &x ); double* yp = bli_obj_buffer( &y ); #ifdef CBLAS cblas_dger(cblas_order, mm, nn, *alphap, xp, blas_incx, yp, blas_incy, ap, blas_lda); #else // cblas dgemv dger_( &mm, &nn, alphap, xp, &blas_incx, yp, &blas_incy, ap, &blas_lda ); #endif // cblas dgemv } else if ( bli_is_scomplex( dt ) ) { scomplex* alphap = bli_obj_buffer( &alpha ); scomplex* ap = bli_obj_buffer( &a ); scomplex* xp = bli_obj_buffer( &x ); scomplex* yp = bli_obj_buffer( &y ); #ifdef CBLAS cblas_cgeru(cblas_order, mm, nn, alphap, xp, blas_incx, yp, blas_incy, ap, blas_lda); #else // cblas cgemv cgeru_( &mm, &nn, alphap, xp, &blas_incx, yp, &blas_incy, ap, &blas_lda ); #endif // cblas cgemv } else if ( bli_is_dcomplex( dt ) ) { dcomplex* alphap = bli_obj_buffer( &alpha ); dcomplex* ap = bli_obj_buffer( &a ); dcomplex* xp = bli_obj_buffer( &x ); dcomplex* yp = bli_obj_buffer( &y ); #ifdef CBLAS cblas_zgeru(cblas_order, mm, nn, alphap, xp, blas_incx, yp, blas_incy, ap, blas_lda); #else // cblas zgemv zgeru_( &mm, &nn, alphap, xp, &blas_incx, yp, &blas_incy, ap, &blas_lda ); #endif // cblas zgemv } #endif // BLIS Interface #ifdef PRINT bli_printm( "a after", &a, "%4.1f", "" ); exit(1); #endif dtime_save = bli_clock_min_diff( dtime_save, dtime ); } gflops = ( 2.0 * m * n ) / ( dtime_save * 1.0e9 ); if ( bli_is_complex( dt ) ) gflops *= 4.0; printf( "data_ger_%s", BLAS ); p_inc++; printf("( %2lu, 1:4 ) = [ %4lu %4lu %7.2f ];\n", (unsigned long)(p_inc), (unsigned long)m, (unsigned long)n, gflops); fprintf (fout, "%s %c" INT_FS INT_FS " %lf %lf" INT_FS INT_FS INT_FS " %6.3f\n", tmp, dt_ch, m, n, alpha_r, alpha_i, incx, incy, lda, gflops); fflush(fout); bli_obj_free( &alpha ); bli_obj_free( &x ); bli_obj_free( &y ); bli_obj_free( &a ); bli_obj_free( &a_save ); } //bli_finalize(); fclose(fin); fclose(fout); return 0; }