// MIT License // // Copyright (c) 2022-2024 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 // copies 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 // IMPLIED, 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 CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE // SOFTWARE. // CUB's implementation of DeviceRunLengthEncode has unused parameters, // disable the warning because all warnings are threated as errors: #include "common_benchmark_header.hpp" #include #include "cmdparser.hpp" #include #include #include #include #include #include #include namespace { #ifndef DEFAULT_N constexpr std::size_t DEFAULT_N = 1024 * 1024 * 128; #endif constexpr unsigned int batch_size = 10; constexpr unsigned int warmup_size = 5; template auto dispatch_adjacent_difference(std::true_type /*left*/, std::true_type /*copy*/, void* const temporary_storage, std::size_t& storage_size, const InputIt input, const OutputIt output, Args&&... args) { return ::hipcub::DeviceAdjacentDifference::SubtractLeftCopy(temporary_storage, storage_size, input, output, std::forward(args)...); } template auto dispatch_adjacent_difference(std::false_type /*left*/, std::true_type /*copy*/, void* const temporary_storage, std::size_t& storage_size, const InputIt input, const OutputIt output, Args&&... args) { return ::hipcub::DeviceAdjacentDifference::SubtractRightCopy(temporary_storage, storage_size, input, output, std::forward(args)...); } template auto dispatch_adjacent_difference(std::true_type /*left*/, std::false_type /*copy*/, void* const temporary_storage, std::size_t& storage_size, const InputIt input, const OutputIt /*output*/, Args&&... args) { return ::hipcub::DeviceAdjacentDifference::SubtractLeft(temporary_storage, storage_size, input, std::forward(args)...); } template auto dispatch_adjacent_difference(std::false_type /*left*/, std::false_type /*copy*/, void* const temporary_storage, std::size_t& storage_size, const InputIt input, const OutputIt /*output*/, Args&&... args) { return ::hipcub::DeviceAdjacentDifference::SubtractRight(temporary_storage, storage_size, input, std::forward(args)...); } template void run_benchmark(benchmark::State& state, const std::size_t size, const hipStream_t stream) { using output_type = T; // Generate data const std::vector input = benchmark_utils::get_random_data(size, 1, 100); T* d_input; output_type* d_output = nullptr; HIP_CHECK(hipMalloc(&d_input, input.size() * sizeof(input[0]))); HIP_CHECK( hipMemcpy(d_input, input.data(), input.size() * sizeof(input[0]), hipMemcpyHostToDevice)); if(copy) { HIP_CHECK(hipMalloc(&d_output, size * sizeof(output_type))); } static constexpr std::integral_constant left_tag; static constexpr std::integral_constant copy_tag; // Allocate temporary storage std::size_t temp_storage_size{}; void* d_temp_storage = nullptr; const auto launch = [&] { return dispatch_adjacent_difference(left_tag, copy_tag, d_temp_storage, temp_storage_size, d_input, d_output, size, hipcub::Sum{}, stream); }; HIP_CHECK(launch()); HIP_CHECK(hipMalloc(&d_temp_storage, temp_storage_size)); // Warm-up for(size_t i = 0; i < warmup_size; i++) { HIP_CHECK(launch()); } HIP_CHECK(hipDeviceSynchronize()); // Run for(auto _ : state) { auto start = std::chrono::high_resolution_clock::now(); for(size_t i = 0; i < batch_size; i++) { HIP_CHECK(launch()); } HIP_CHECK(hipStreamSynchronize(stream)); auto end = std::chrono::high_resolution_clock::now(); auto elapsed_seconds = std::chrono::duration_cast>(end - start); state.SetIterationTime(elapsed_seconds.count()); } state.SetBytesProcessed(state.iterations() * batch_size * size * sizeof(T)); state.SetItemsProcessed(state.iterations() * batch_size * size); HIP_CHECK(hipFree(d_input)); if(copy) { HIP_CHECK(hipFree(d_output)); } HIP_CHECK(hipFree(d_temp_storage)); } } // namespace using namespace std::string_literals; #define CREATE_BENCHMARK(T, left, copy) \ benchmark::RegisterBenchmark(std::string("device_adjacent_difference" \ "." \ "sub_algorithm_name:subtract_" \ + std::string(left ? "left" : "right") \ + std::string(copy ? "_copy" : "")) \ .c_str(), \ &run_benchmark, \ size, \ stream) // clang-format off #define CREATE_BENCHMARKS(T) \ CREATE_BENCHMARK(T, true, false), \ CREATE_BENCHMARK(T, true, true), \ CREATE_BENCHMARK(T, false, false), \ CREATE_BENCHMARK(T, false, true) // clang-format on int main(int argc, char* argv[]) { cli::Parser parser(argc, argv); parser.set_optional("size", "size", DEFAULT_N, "number of values"); parser.set_optional("trials", "trials", -1, "number of iterations"); parser.run_and_exit_if_error(); // Parse argv benchmark::Initialize(&argc, argv); const size_t size = parser.get("size"); const int trials = parser.get("trials"); // HIP const hipStream_t stream = 0; // default hipDeviceProp_t devProp; int device_id = 0; HIP_CHECK(hipGetDevice(&device_id)); HIP_CHECK(hipGetDeviceProperties(&devProp, device_id)); std::cout << "benchmark_device_adjacent_difference" << std::endl; std::cout << "[HIP] Device name: " << devProp.name << std::endl; using custom_float2 = benchmark_utils::custom_type; using custom_double2 = benchmark_utils::custom_type; // Add benchmarks const std::vector benchmarks = { CREATE_BENCHMARKS(int), CREATE_BENCHMARKS(std::int64_t), CREATE_BENCHMARKS(uint8_t), CREATE_BENCHMARKS(float), CREATE_BENCHMARKS(double), CREATE_BENCHMARKS(custom_float2), CREATE_BENCHMARKS(custom_double2), }; // Use manual timing for(auto& b : benchmarks) { b->UseManualTime(); b->Unit(benchmark::kMillisecond); } // Force number of iterations if(trials > 0) { for(auto& b : benchmarks) { b->Iterations(trials); } } // Run benchmarks benchmark::RunSpecifiedBenchmarks(); return 0; }