/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2014, The University of Texas at Austin Copyright (C) 2020 - 2023, 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" //#define FILE_IN_OUT #ifdef FILE_IN_OUT //#define READ_ALL_PARAMS_FROM_FILE #endif // uncomment to enable cblas interface //#define CBLAS #define CACHE_LINE_SIZE 64 // Uncomment to enable progress printing. //#define PROGRESS_ENABLED #ifdef PROGRESS_ENABLED dim_t AOCL_progress( const char* const api, const dim_t lapi, const dim_t progress, const dim_t current_thread, const dim_t total_threads ) { printf("\n%s, len = %ld, nt = %ld, tid = %ld, Processed %ld Elements", api, lapi, total_threads, current_thread, progress); return 0; } #endif int main(int argc, char **argv) { obj_t a, c; obj_t c_save; obj_t alpha; dim_t m, n; num_t dt; int r, n_repeats; side_t side; uplo_t uploa; trans_t transa; diag_t diaga; f77_char f77_side; f77_char f77_uploa; f77_char f77_transa; f77_char f77_diaga; double dtime; double dtime_save; double gflops; #ifdef FILE_IN_OUT FILE *fin = NULL; FILE *fout = NULL; #else dim_t p; dim_t p_begin, p_end, p_inc; int m_input, n_input; #ifdef PROGRESS_ENABLED AOCL_BLIS_set_progress(AOCL_progress); #endif // bli_init(); // bli_error_checking_level_set( BLIS_NO_ERROR_CHECKING ); #ifndef PRINT p_begin = 200; p_end = 2000; p_inc = 200; m_input = -1; n_input = -1; #else p_begin = 16; p_end = 16; p_inc = 1; m_input = 4; n_input = 4; #endif #endif n_repeats = 3; // dt = BLIS_FLOAT; dt = BLIS_DOUBLE; // dt = BLIS_SCOMPLEX; // dt = BLIS_DCOMPLEX; #ifdef FILE_IN_OUT if (argc < 3) { printf("Usage: ./test_trsm_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 the file %s\n", argv[2]); exit(1); } inc_t cs_a; inc_t cs_b; #ifdef READ_ALL_PARAMS_FROM_FILE char side_c, uploa_c, transa_c, diaga_c; fprintf(fout, "side, uploa, transa, diaga, m\t n\t cs_a\t cs_b\t gflops\n"); printf("~~~~~~~_BLAS\t side, uploa, transa, diaga, m\t n\t cs_a\t cs_b\t gflops\n"); while (fscanf(fin, "%c %c %c %c %ld %ld %ld %ld\n", &side_c, &uploa_c, &transa_c, &diaga_c, &m, &n, &cs_a, &cs_b) == 8) { if ('l' == side_c || 'L' == side_c) side = BLIS_LEFT; else if ('r' == side_c || 'R' == side_c) side = BLIS_RIGHT; else { printf("Invalid entry for the argument 'side':%c\n", side_c); continue; } if ('l' == uploa_c || 'L' == uploa_c) uploa = BLIS_LOWER; else if ('u' == uploa_c || 'U' == uploa_c) uploa = BLIS_UPPER; else { printf("Invalid entry for the argument 'uplo':%c\n", uploa_c); continue; } if ('t' == transa_c || 'T' == transa_c) transa = BLIS_TRANSPOSE; else if ('n' == transa_c || 'N' == transa_c) transa = BLIS_NO_TRANSPOSE; else { printf("Invalid entry for the argument 'transa':%c\n", transa_c); continue; } if ('u' == diaga_c || 'U' == diaga_c) diaga = BLIS_UNIT_DIAG; else if ('n' == diaga_c || 'N' == diaga_c) diaga = BLIS_NONUNIT_DIAG; else { printf("Invalid entry for the argument 'diaga':%c\n", diaga_c); continue; } #else fprintf(fout, "m\t n\t cs_a\t cs_b\t gflops\n"); printf("~~~~~~~_BLAS\t m\t n\t cs_a\t cs_b\t gflops\n"); while (fscanf(fin, "%ld %ld %ld %ld\n", &m, &n, &cs_a, &cs_b) == 4) { side = BLIS_LEFT; // side = BLIS_RIGHT; uploa = BLIS_LOWER; // uploa = BLIS_UPPER; transa = BLIS_NO_TRANSPOSE; diaga = BLIS_NONUNIT_DIAG; #endif bli_param_map_blis_to_netlib_side(side, &f77_side); bli_param_map_blis_to_netlib_uplo(uploa, &f77_uploa); bli_param_map_blis_to_netlib_trans(transa, &f77_transa); bli_param_map_blis_to_netlib_diag(diaga, &f77_diaga); siz_t elem_size = bli_dt_size(dt); cs_a = bli_align_dim_to_size(cs_a, elem_size, BLIS_HEAP_STRIDE_ALIGN_SIZE); cs_b = bli_align_dim_to_size(cs_b, elem_size, BLIS_HEAP_STRIDE_ALIGN_SIZE); // Will verify the leading dimension is powers of 2 and add 64bytes. inc_t n_bytes = cs_a * sizeof(dt); if ((n_bytes != 0) && !(n_bytes & (n_bytes - 1))) // check whether n_bytes is power of 2. cs_a += CACHE_LINE_SIZE / sizeof(dt); n_bytes = cs_b * sizeof(dt); if ((n_bytes != 0) && !(n_bytes & (n_bytes - 1))) // check whether n_bytes is power of 2. cs_b += CACHE_LINE_SIZE / sizeof(dt); if (bli_is_left(side) && ((m > cs_a) || (m > cs_b))) continue; // leading dimension should be greater than number of rows if (bli_is_right(side) && ((n > cs_a) || (m > cs_b))) continue; // leading dimension should be greater than number of rows if (bli_is_left(side)) bli_obj_create(dt, m, m, 1, m, &a); else bli_obj_create(dt, n, n, 1, n, &a); bli_obj_create(dt, m, n, 1, m, &c); bli_obj_create(dt, m, n, 1, m, &c_save); #else for (p = p_end; p >= p_begin; p -= p_inc) { 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; side = BLIS_LEFT; // side = BLIS_RIGHT; uploa = BLIS_LOWER; // uploa = BLIS_UPPER; transa = BLIS_NO_TRANSPOSE; diaga = BLIS_NONUNIT_DIAG; bli_param_map_blis_to_netlib_side(side, &f77_side); bli_param_map_blis_to_netlib_uplo(uploa, &f77_uploa); bli_param_map_blis_to_netlib_trans(transa, &f77_transa); bli_param_map_blis_to_netlib_diag(diaga, &f77_diaga); if (bli_is_left(side)) bli_obj_create(dt, m, m, 0, 0, &a); else bli_obj_create(dt, n, n, 0, 0, &a); bli_obj_create(dt, m, n, 0, 0, &c); bli_obj_create(dt, m, n, 0, 0, &c_save); #endif bli_randm(&a); bli_randm(&c); bli_obj_set_struc(BLIS_TRIANGULAR, &a); bli_obj_set_uplo(uploa, &a); bli_obj_set_conjtrans(transa, &a); bli_obj_set_diag(diaga, &a); // Randomize A and zero the unstored triangle to ensure the // implementation reads only from the stored region. bli_randm(&a); bli_mktrim(&a); // Load the diagonal of A to make it more likely to be invertible. bli_shiftd(&BLIS_TWO, &a); bli_obj_create(dt, 1, 1, 0, 0, &alpha); bli_setsc((2.0 / 1.0), 1.0, &alpha); 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_invertd(&a); bli_printm("a", &a, "%4.1f", ""); bli_invertd(&a); bli_printm("c", &c, "%4.1f", ""); #endif #ifdef BLIS bli_trsm(side, &alpha, &a, &c); #else #ifdef CBLAS enum CBLAS_ORDER cblas_order; enum CBLAS_TRANSPOSE cblas_transa; enum CBLAS_UPLO cblas_uplo; enum CBLAS_SIDE cblas_side; enum CBLAS_DIAG cblas_diag; if (bli_obj_row_stride(&c) == 1) cblas_order = CblasColMajor; else cblas_order = CblasRowMajor; if (bli_is_trans(transa)) cblas_transa = CblasTrans; else if (bli_is_conjtrans(transa)) cblas_transa = CblasConjTrans; else cblas_transa = CblasNoTrans; if (bli_is_upper(uploa)) cblas_uplo = CblasUpper; else cblas_uplo = CblasLower; if (bli_is_left(side)) cblas_side = CblasLeft; else cblas_side = CblasRight; if (bli_is_unit_diag(diaga)) cblas_diag = CblasUnit; else cblas_diag = CblasNonUnit; #else f77_char f77_transa; bli_param_map_blis_to_netlib_trans(transa, &f77_transa); #endif if (bli_is_float(dt)) { f77_int mm = bli_obj_length(&c); f77_int nn = bli_obj_width(&c); f77_int lda = bli_obj_col_stride(&a); f77_int ldc = bli_obj_col_stride(&c); float *alphap = bli_obj_buffer(&alpha); float *ap = bli_obj_buffer(&a); float *cp = bli_obj_buffer(&c); #ifdef CBLAS cblas_strsm(cblas_order, cblas_side, cblas_uplo, cblas_transa, cblas_diag, mm, nn, *alphap, ap, lda, cp, ldc); #else strsm_(&f77_side, &f77_uploa, &f77_transa, &f77_diaga, &mm, &nn, alphap, ap, &lda, cp, &ldc); #endif } else if (bli_is_double(dt)) { f77_int mm = bli_obj_length(&c); f77_int nn = bli_obj_width(&c); f77_int lda = bli_obj_col_stride(&a); f77_int ldc = bli_obj_col_stride(&c); double *alphap = bli_obj_buffer(&alpha); double *ap = bli_obj_buffer(&a); double *cp = bli_obj_buffer(&c); #ifdef CBLAS cblas_dtrsm(cblas_order, cblas_side, cblas_uplo, cblas_transa, cblas_diag, mm, nn, *alphap, ap, lda, cp, ldc); #else dtrsm_(&f77_side, &f77_uploa, &f77_transa, &f77_diaga, &mm, &nn, alphap, ap, &lda, cp, &ldc); #endif } else if (bli_is_scomplex(dt)) { f77_int mm = bli_obj_length(&c); f77_int nn = bli_obj_width(&c); f77_int lda = bli_obj_col_stride(&a); f77_int ldc = bli_obj_col_stride(&c); scomplex *alphap = bli_obj_buffer(&alpha); scomplex *ap = bli_obj_buffer(&a); scomplex *cp = bli_obj_buffer(&c); #ifdef CBLAS cblas_ctrsm(cblas_order, cblas_side, cblas_uplo, cblas_transa, cblas_diag, mm, nn, alphap, ap, lda, cp, ldc); #else ctrsm_(&f77_side, &f77_uploa, &f77_transa, &f77_diaga, &mm, &nn, alphap, ap, &lda, cp, &ldc); #endif } else if (bli_is_dcomplex(dt)) { f77_int mm = bli_obj_length(&c); f77_int nn = bli_obj_width(&c); f77_int lda = bli_obj_col_stride(&a); f77_int ldc = bli_obj_col_stride(&c); dcomplex *alphap = bli_obj_buffer(&alpha); dcomplex *ap = bli_obj_buffer(&a); dcomplex *cp = bli_obj_buffer(&c); #ifdef CBLAS cblas_ztrsm(cblas_order, cblas_side, cblas_uplo, cblas_transa, cblas_diag, mm, nn, alphap, ap, lda, cp, ldc); #else ztrsm_(&f77_side, &f77_uploa, &f77_transa, &f77_diaga, &mm, &nn, alphap, ap, &lda, cp, &ldc); #endif } else { printf("Invalid data type! Exiting!\n"); exit(1); } #endif dtime_save = bli_clock_min_diff(dtime_save, dtime); } if (bli_is_left(side)) gflops = (1.0 * m * m * n) / (dtime_save * 1.0e9); else gflops = (1.0 * m * n * n) / (dtime_save * 1.0e9); if (bli_is_complex(dt)) gflops *= 4.0; #ifdef BLIS printf("data_trsm_blis"); #else printf("data_trsm_%s", BLAS); #endif #ifdef FILE_IN_OUT #ifdef READ_ALL_PARAMS_FROM_FILE printf("%c\t %c\t %c\t %c\t %4lu\t %4lu\t %4lu\t %4lu\t %6.3f\n", side_c, uploa_c, transa_c, diaga_c, (unsigned long)m, (unsigned long)n, (unsigned long)cs_a, (unsigned long)cs_b, gflops); fprintf(fout, "%c\t %c\t %c\t %c\t %4lu\t %4lu\t %4lu\t %4lu\t %6.3f\n", side_c, uploa_c, transa_c, diaga_c, (unsigned long)m, (unsigned long)n, (unsigned long)cs_a, (unsigned long)cs_b, gflops); #else printf("%4lu\t %4lu\t %4lu\t %4lu\t %6.3f\n", (unsigned long)m, (unsigned long)n, (unsigned long)cs_a, (unsigned long)cs_b, gflops); fprintf(fout, "%4lu\t %4lu\t %4lu\t %4lu\t %6.3f\n", (unsigned long)m, (unsigned long)n, (unsigned long)cs_a, (unsigned long)cs_b, gflops); #endif fflush(fout); #else printf("( %2lu, 1:3 ) = [ %4lu %4lu %7.2f ];\n", (unsigned long)(p - p_begin) / p_inc + 1, (unsigned long)m, (unsigned long)n, gflops); #endif bli_obj_free(&alpha); bli_obj_free(&a); bli_obj_free(&c); bli_obj_free(&c_save); } #ifdef FILE_IN_OUT fclose(fin); fclose(fout); #endif // bli_finalize(); return 0; }