/*************************************************************************** Copyright (c) 2014, The OpenBLAS Project All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. 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. 3. Neither the name of the OpenBLAS project 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 OPENBLAS PROJECT 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 "common.h" #if defined(COOPERLAKE) || defined(SAPPHIRERAPIDS) #include "sbdot_microk_cooperlake.c" #endif static float sbdot_compute(BLASLONG n, bfloat16 *x, BLASLONG inc_x, bfloat16 *y, BLASLONG inc_y) { float d = 0.0; #ifdef HAVE_SBDOT_ACCL_KERNEL if ((inc_x == 1) && (inc_y == 1)) { return sbdot_accl_kernel(n, x, y); } #endif float * x_fp32 = malloc(sizeof(float)*n); float * y_fp32 = malloc(sizeof(float)*n); SBF16TOS_K(n, x, inc_x, x_fp32, 1); SBF16TOS_K(n, y, inc_y, y_fp32, 1); d = SDOTU_K(n, x_fp32, 1, y_fp32, 1); free(x_fp32); free(y_fp32); return d; } #if defined(SMP) static int sbdot_thread_func(BLASLONG n, BLASLONG dummy0, BLASLONG dummy1, bfloat16 dummy2, bfloat16 *x, BLASLONG inc_x, bfloat16 *y, BLASLONG inc_y, float *result, BLASLONG dummy3) { *(float *)result = sbdot_compute(n, x, inc_x, y, inc_y); return 0; } extern int blas_level1_thread_with_return_value(int mode, BLASLONG m, BLASLONG n, BLASLONG k, void *alpha, void *a, BLASLONG lda, void *b, BLASLONG ldb, void *c, BLASLONG ldc, int (*function)(), int nthreads); #endif float CNAME(BLASLONG n, bfloat16 *x, BLASLONG inc_x, bfloat16 *y, BLASLONG inc_y) { float dot_result = 0.0; if (n <= 0) return 0.0; #if defined(SMP) int nthreads; int thread_thres = 40960; bfloat16 dummy_alpha; #endif #if defined(SMP) if (inc_x == 0 || inc_y == 0 || n <= thread_thres) nthreads = 1; else nthreads = num_cpu_avail(1); int best_threads = (int) (n/(float)thread_thres + 0.5); if (best_threads < nthreads) { nthreads = best_threads; } if (nthreads <= 1) { dot_result = sbdot_compute(n, x, inc_x, y, inc_y); } else { char thread_result[MAX_CPU_NUMBER * sizeof(double) * 2]; int mode = BLAS_BFLOAT16 | BLAS_REAL; blas_level1_thread_with_return_value(mode, n, 0, 0, &dummy_alpha, x, inc_x, y, inc_y, thread_result, 0, (void *)sbdot_thread_func, nthreads); float * ptr = (float *)thread_result; for (int i = 0; i < nthreads; i++) { dot_result += (*ptr); ptr = (float *)(((char *)ptr) + sizeof(double) * 2); } } #else dot_result = sbdot_compute(n, x, inc_x, y, inc_y); #endif return dot_result; }