/* BLIS An object-based framework for developing high-performance BLAS-like libraries. Copyright (C) 2014, The University of Texas at Austin Copyright (C) 2019-2022, 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 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 // uncomment to enable cblas interface //#define CBLAS // Uncomment to enable progress printing. //#define PROGRESS_ENABLED #ifdef PROGRESS_ENABLED dim_t AOCL_progress(char *api, dim_t lapi, dim_t progress, dim_t current_thread, 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, b, c; obj_t c_save; obj_t alpha, beta; dim_t m, n, k; inc_t lda, ldb, ldc; num_t dt, dt_a; inc_t r, n_repeats; trans_t transa; trans_t transb; f77_char f77_transa; f77_char f77_transb; double dtime; double dtime_save; double gflops; #ifdef PROGRESS_ENABLED AOCL_BLIS_set_progress(AOCL_progress); #endif // bli_init(); // bli_error_checking_level_set( BLIS_NO_ERROR_CHECKING ); n_repeats = 300; // dt = BLIS_FLOAT; dt = BLIS_DOUBLE; // dt = BLIS_SCOMPLEX; // dt = BLIS_DCOMPLEX; if (bli_is_real(dt) || bli_is_scomplex(dt)) dt_a = dt; else { dt_a = dt; // Enable the following to call // dzgemm // dt_a = BLIS_DOUBLE; } const char stor_scheme = 'C'; transa = BLIS_NO_TRANSPOSE; transb = BLIS_NO_TRANSPOSE; bli_param_map_blis_to_netlib_trans(transa, &f77_transa); bli_param_map_blis_to_netlib_trans(transb, &f77_transb); printf("BLIS Library version is : %s\n", bli_info_get_version_str()); #ifdef FILE_IN_OUT FILE *fin = NULL; FILE *fout = NULL; if (argc < 3) { printf("Usage: ./test_gemm_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, "m\t k\t n\t cs_a\t cs_b\t cs_c\t gflops\n"); printf("~~~~~~~~~~_BLAS\t m\t k\t n\t cs_a\t cs_b\t cs_c \t gflops\n"); while (fscanf(fin, "%ld %ld %ld %ld %ld %ld\n", &m, &k, &n, &lda, &ldb, &ldc) == 6) { // dimensions should not be greater than leading dimensions // These are valid only when Op(A) = n and op(B) = n if ((stor_scheme == 'C') || (stor_scheme == 'c')) { if ((m > lda) || (k > ldb) || (m > ldc)) continue; } else if ((stor_scheme == 'R') || (stor_scheme == 'r')) { // leading dimension should be greater than number of cols if ((k > lda) || (n > ldb) || (n > ldc)) continue; } else { printf("Invalid Storage type\n"); continue; } #else dim_t p, p_begin, p_end, p_inc; dim_t m_input, n_input, k_input; p_begin = 200; p_end = 2000; p_inc = 200; m_input = n_input = k_input = -1; for (p = p_begin; p <= p_end; p += p_inc) { if (m_input < 0) m = p * (dim_t)labs(m_input); else m = (dim_t)m_input; if (n_input < 0) n = p * (dim_t)labs(n_input); else n = (dim_t)n_input; if (k_input < 0) k = p * (dim_t)labs(k_input); else k = (dim_t)k_input; if ((stor_scheme == 'C') || (stor_scheme == 'c')) { lda = m; ldb = k, ldc = m; } else if ((stor_scheme == 'R') || (stor_scheme == 'r')) { lda = k; ldb = n, ldc = n; } #endif bli_obj_create(dt, 1, 1, 0, 0, &alpha); bli_obj_create(dt, 1, 1, 0, 0, &beta); siz_t elem_size = bli_dt_size(dt); lda = bli_align_dim_to_size(lda, elem_size, BLIS_HEAP_STRIDE_ALIGN_SIZE); ldb = bli_align_dim_to_size(ldb, elem_size, BLIS_HEAP_STRIDE_ALIGN_SIZE); ldc = bli_align_dim_to_size(ldc, elem_size, BLIS_HEAP_STRIDE_ALIGN_SIZE); // Will verify the leading dimension is powers of 2 and add 64bytes. inc_t n_bytes = lda * sizeof(dt_a); if ((n_bytes != 0) && !(n_bytes & (n_bytes - 1))) // check whether n_bytes is power of 2. lda += BLIS_SIMD_ALIGN_SIZE / sizeof(dt_a); n_bytes = ldb * sizeof(dt); if ((n_bytes != 0) && !(n_bytes & (n_bytes - 1))) // check whether n_bytes is power of 2. ldb += BLIS_SIMD_ALIGN_SIZE / sizeof(dt); n_bytes = ldc * sizeof(dt); if ((n_bytes != 0) && !(n_bytes & (n_bytes - 1))) // check whether n_bytes is power of 2. ldc += BLIS_SIMD_ALIGN_SIZE / sizeof(dt); if ((stor_scheme == 'C') || (stor_scheme == 'c')) { // Col-major Order bli_obj_create(dt_a, m, k, 1, lda, &a); bli_obj_create(dt, k, n, 1, ldb, &b); bli_obj_create(dt, m, n, 1, ldc, &c); bli_obj_create(dt, m, n, 1, ldc, &c_save); } else if ((stor_scheme == 'R') || (stor_scheme == 'r')) { // Row-major Order bli_obj_create(dt_a, m, k, lda, 1, &a); bli_obj_create(dt, k, n, ldb, 1, &b); bli_obj_create(dt, m, n, ldc, 1, &c); bli_obj_create(dt, m, n, ldc, 1, &c_save); } else { printf("Invalid Storage type\n"); continue; } #ifdef MATRIX_INITIALISATION bli_randm(&a); bli_randm(&b); bli_randm(&c); #endif 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); 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 BLIS bli_gemm(&alpha, &a, &b, &beta, &c); #else f77_int lda, ldb, ldc; f77_int mm = bli_obj_length(&c); f77_int kk = bli_obj_width_after_trans(&a); f77_int nn = bli_obj_width(&c); #ifdef CBLAS enum CBLAS_ORDER cblas_order; 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_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; bli_param_map_blis_to_netlib_trans(transa, &f77_transa); bli_param_map_blis_to_netlib_trans(transb, &f77_transb); #endif if ((stor_scheme == 'C') || (stor_scheme == 'c')) { lda = bli_obj_col_stride(&a); ldb = bli_obj_col_stride(&b); ldc = bli_obj_col_stride(&c); } else { lda = bli_obj_row_stride(&a); ldb = bli_obj_row_stride(&b); ldc = bli_obj_row_stride(&c); } if (bli_is_float(dt)) { 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); #ifdef CBLAS cblas_sgemm(cblas_order, cblas_transa, cblas_transb, mm, nn, kk, *alphap, ap, lda, bp, ldb, *betap, cp, ldc); #else sgemm_(&f77_transa, &f77_transb, &mm, &nn, &kk, alphap, ap, (f77_int *)&lda, bp, (f77_int *)&ldb, betap, cp, (f77_int *)&ldc); #endif } else if (bli_is_double(dt)) { 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); #ifdef CBLAS cblas_dgemm(cblas_order, cblas_transa, cblas_transb, mm, nn, kk, *alphap, ap, lda, bp, ldb, *betap, cp, ldc); #else dgemm_(&f77_transa, &f77_transb, &mm, &nn, &kk, alphap, ap, (f77_int *)&lda, bp, (f77_int *)&ldb, betap, cp, (f77_int *)&ldc); #endif } else if (bli_is_scomplex(dt)) { 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); #ifdef CBLAS cblas_cgemm(cblas_order, cblas_transa, cblas_transb, mm, nn, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc); #else cgemm_(&f77_transa, &f77_transb, &mm, &nn, &kk, alphap, ap, (f77_int *)&lda, bp, (f77_int *)&ldb, betap, cp, (f77_int *)&ldc); #endif } else if (bli_is_dcomplex(dt)) { 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); #ifdef CBLAS cblas_zgemm(cblas_order, cblas_transa, cblas_transb, mm, nn, kk, alphap, ap, lda, bp, ldb, betap, cp, ldc); #else #if 1 if (bli_is_double(dt_a)) { dzgemm_( &f77_transa, &f77_transb, &mm, &nn, &kk, alphap, (double *)ap, (f77_int *)&lda, bp, (f77_int *)&ldb, betap, cp, (f77_int *)&ldc); } else { zgemm_(&f77_transa, &f77_transb, &mm, &nn, &kk, alphap, ap, (f77_int *)&lda, bp, (f77_int *)&ldb, betap, cp, (f77_int *)&ldc); } #endif #endif } #endif #ifdef PRINT bli_printm("a", &a, "%4.1f", ""); bli_printm("b", &b, "%4.1f", ""); bli_printm("c", &c, "%4.1f", ""); bli_printm("c after", &c, "%4.1f", ""); exit(1); #endif dtime_save = bli_clock_min_diff(dtime_save, dtime); } // nrepeats gflops = (2.0 * m * k * n) / (dtime_save * 1.0e9); if (bli_is_dcomplex(dt) && (bli_is_double(dt_a))) gflops *= 2.0; else if (bli_is_complex(dt)) gflops *= 4.0; #ifdef BLIS printf("data_gemm_blis"); #else printf("data_gemm_%s", BLAS); #endif #ifdef FILE_IN_OUT printf("%6lu \t %4lu \t %4lu \t %4lu \t %4lu \t %4lu \t %6.3f\n", (unsigned long)m, (unsigned long)k, (unsigned long)n, (unsigned long)lda, (unsigned long)ldb, (unsigned long)ldc, gflops); fprintf(fout, "%6lu \t %4lu \t %4lu \t %4lu \t %4lu \t %4lu \t %6.3f\n", (unsigned long)m, (unsigned long)k, (unsigned long)n, (unsigned long)lda, (unsigned long)ldb, (unsigned long)ldc, gflops); fflush(fout); #else printf("( %2lu, 1:4 ) = [ %4lu %4lu %4lu %7.2f ];\n", (unsigned long)(p - p_begin) / p_inc + 1, (unsigned long)m, (unsigned long)k, (unsigned long)n, 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); } // while // bli_finalize(); #ifdef FILE_IN_OUT fclose(fin); fclose(fout); #endif return 0; }