/* ************************************************************************ * Copyright (C) 2025 Advanced Micro Devices, Inc. All rights reserved. * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to deal * in the Software without restriction, including without limitation the rights * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell cop- * ies of the Software, and to permit persons to whom the Software is furnished * to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IM- * PLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNE- * CTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * * ************************************************************************ */ #include #ifdef _OPENMP #include #else #ifndef __HIP_DEVICE_COMPILE__ #pragma GCC warning "_OPENMP not defined so client build can not utilize OPENMP." #endif #endif #include "client_omp.hpp" #include "rocblas_ostream.hpp" // Conservative thread reducer for multi-threaded client scenarios // Used in client_omp_manager constructor to avoid over-threading static constexpr int c_thread_reducer = 4; client_omp_manager::client_omp_manager(size_t std_thread_count) : m_original_omp_threads(1) , m_active(false) { #ifdef _OPENMP if(std_thread_count > 1) { // OPENMP behaviour not defined in std::threads so reduce potential for over threading const int processor_count = std::thread::hardware_concurrency(); m_original_omp_threads = omp_get_max_threads(); const int omp_current_threads = m_original_omp_threads; if(omp_current_threads * std_thread_count > processor_count - c_thread_reducer) { int omp_limit_threads = omp_current_threads / std_thread_count; omp_limit_threads = std::max(1, omp_limit_threads); if(omp_limit_threads != m_original_omp_threads) { m_active = true; omp_set_num_threads(omp_limit_threads); static int once = (rocblas_cout << "rocBLAS info: client (OPENMP) multi-thread reducing " "omp_set_num_threads from " << m_original_omp_threads << " to " << omp_limit_threads << " per thread." << std::endl, 1); } } } #endif } client_omp_manager::~client_omp_manager() { #ifdef _OPENMP if(m_active) { omp_set_num_threads(m_original_omp_threads); } #endif } void client_omp_manager::limit_by_processor_count() { // Limit OMP usage to avoid performance degradation in reference library at high thread counts // See: rocBLAS Programmer's Guide - AOCL threading recommendations #ifdef _OPENMP // Detect available cores using most conservative estimate // omp_get_max_threads() respects SLURM/Docker/OMP_NUM_THREADS limits // hardware_concurrency() reports physical cores // Use minimum to handle all environments correctly const int omp_threads = omp_get_max_threads(); const int hardware_threads = std::thread::hardware_concurrency(); const int available_threads = std::min(omp_threads, hardware_threads); if(available_threads <= 0) { return; // Sanity check - should not happen } // Determine optimal thread reduction based on system size // AOCL oversubscription is most severe on large core-count systems (observed 64x slowdown // on 24-core system). On smaller systems, use conservative reduction to preserve performance. int thread_reducer; if(available_threads <= 16) { thread_reducer = 2; // Small systems: minimal reduction } else { thread_reducer = 4; // Large systems: aggressive reduction to prevent AOCL degradation } int safe_thread_count = std::max(1, available_threads - thread_reducer); omp_set_num_threads(safe_thread_count); rocblas_cout << "rocBLAS info: Limiting OpenMP threads to " << safe_thread_count << " (detected " << available_threads << " available, reduced by " << thread_reducer << " to optimize AOCL performance)" << std::endl; #endif }