/****************************************************************************** * Copyright (c) 2011-2023, NVIDIA CORPORATION. All rights reserved. * Modifications Copyright (c) 2024-2025, 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 of the NVIDIA CORPORATION 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 NVIDIA CORPORATION 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. * ******************************************************************************/ // Benchmark utils #include "../../bench_utils/bench_utils.hpp" // rocThrust #include #include #include // Google Benchmark #include // STL #include #include #include struct basic { template float64_t run(thrust::device_vector& in, Policy policy) { bench_utils::do_not_optimize(thrust::reduce(policy, in.begin(), in.end())); bench_utils::gpu_timer d_timer; d_timer.start(0); bench_utils::do_not_optimize(thrust::reduce(policy, in.begin(), in.end())); d_timer.stop(0); return d_timer.get_duration(); } }; template void run_benchmark(benchmark::State& state, const std::size_t elements, const std::string seed_type) { // Benchmark object Benchmark benchmark{}; // GPU times std::vector gpu_times; // Generate input thrust::device_vector in = bench_utils::generate(elements, seed_type); bench_utils::caching_allocator_t alloc{}; thrust::detail::device_t policy{}; for (auto _ : state) { float64_t duration = benchmark.template run(in, policy(alloc)); state.SetIterationTime(duration); gpu_times.push_back(duration); } // BytesProcessed include read and written bytes, so when the BytesProcessed/s are reported // it will actually be the global memory bandwidth gotten. state.SetBytesProcessed(state.iterations() * (elements + 1) * sizeof(T)); state.SetItemsProcessed(state.iterations() * elements); const double gpu_cv = bench_utils::StatisticsCV(gpu_times); state.counters["gpu_noise"] = gpu_cv; } #define CREATE_BENCHMARK(T, Elements) \ benchmark::RegisterBenchmark( \ bench_utils::bench_naming::format_name( \ "{algo:reduce,subalgo:" + name + ",input_type:" #T + ",elements:" + bench_utils::format_pow2(Elements)) \ .c_str(), \ run_benchmark, \ Elements, \ seed_type) #define BENCHMARK_TYPE(type) \ for (size_t size : bench_utils::sizes) \ { \ if (sizeof(type) * size <= bench_utils::system.devProp.totalGlobalMem) \ bs.push_back(CREATE_BENCHMARK(type, size)); \ } template void add_benchmarks( const std::string& name, std::vector& benchmarks, const std::string seed_type) { std::vector bs; BENCHMARK_TYPE(int8_t) BENCHMARK_TYPE(int16_t) BENCHMARK_TYPE(int32_t) BENCHMARK_TYPE(int64_t) #if THRUST_BENCHMARKS_HAVE_INT128_SUPPORT BENCHMARK_TYPE(int128_t) #endif BENCHMARK_TYPE(float32_t) BENCHMARK_TYPE(float64_t) benchmarks.insert(benchmarks.end(), bs.begin(), bs.end()); } int main(int argc, char* argv[]) { cli::Parser parser(argc, argv); parser.set_optional("name_format", "name_format", "human", "either: json,human,txt"); parser.set_optional("seed", "seed", "random", bench_utils::get_seed_message()); parser.run_and_exit_if_error(); // Parse argv benchmark::Initialize(&argc, argv); bench_utils::bench_naming::set_format(parser.get("name_format")); /* either: json,human,txt */ const std::string seed_type = parser.get("seed"); // Benchmark info bench_utils::add_common_benchmark_info(); benchmark::AddCustomContext("seed", seed_type); // Add benchmark std::vector benchmarks; add_benchmarks("basic", benchmarks, seed_type); // Use manual timing for (auto& b : benchmarks) { b->UseManualTime(); b->Unit(benchmark::kMicrosecond); b->MinTime(0.4); // in seconds } // Run benchmarks benchmark::RunSpecifiedBenchmarks(bench_utils::ChooseCustomReporter()); // Finish benchmark::Shutdown(); return 0; }