// ================================================================================================= // This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This // project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max- // width of 100 characters per line. // // Author(s): // Cedric Nugteren // // This file uses the CLTune auto-tuner to tune the xaxpy OpenCL kernels. // // ================================================================================================= #include #include #include "utilities/utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // See comment at top of file for a description of the class template class TuneXaxpy { public: // Settings for this kernel (default command-line arguments) static TunerDefaults GetTunerDefaults() { auto settings = TunerDefaults(); settings.options = {kArgN, kArgAlpha}; settings.default_n = 4096*1024; return settings; } // Settings for this kernel (general) static TunerSettings GetTunerSettings(const Arguments &args) { auto settings = TunerSettings(); // Identification of the kernel settings.kernel_family = "xaxpy"; settings.kernel_name = "XaxpyFastest"; settings.sources = #include "../src/kernels/common.opencl" #include "../src/kernels/level1/level1.opencl" #include "../src/kernels/level1/xaxpy.opencl" ; // Buffer sizes settings.size_x = args.n; settings.size_y = args.n; // Sets the base thread configuration settings.global_size = {args.n}; settings.global_size_ref = settings.global_size; settings.local_size = {1}; settings.local_size_ref = {64}; // Transforms the thread configuration based on the parameters settings.mul_local = {{"WGS"}}; settings.div_global = {{"WPT"},{"VW"}}; // Sets the tuning parameters and their possible values settings.parameters = { {"WGS", {64, 128, 256, 512, 1024, 2048}}, {"WPT", {1, 2, 4, 8}}, {"VW", {1, 2, 4, 8}}, }; // Describes how to compute the performance metrics settings.metric_amount = 3 * args.n * GetBytes(args.precision); settings.performance_unit = "GB/s"; return settings; } // Tests for valid arguments static void TestValidArguments(const Arguments &args) { if (!IsMultiple(args.n, 64)) { throw std::runtime_error("'XaxpyFastest' requires 'n' to be a multiple of WGS*WPT*VW"); } } // Sets the constraints and local memory size static void SetConstraints(cltune::Tuner &, const size_t) { } static void SetLocalMemorySize(cltune::Tuner &, const size_t, const Arguments &) { } // Sets the kernel's arguments static void SetArguments(cltune::Tuner &tuner, const Arguments &args, std::vector &x_vec, std::vector &y_vec, std::vector &, std::vector &, std::vector &, std::vector &) { tuner.AddArgumentScalar(static_cast(args.n)); tuner.AddArgumentScalar(GetRealArg(args.alpha)); tuner.AddArgumentInput(x_vec); tuner.AddArgumentOutput(y_vec); } }; // ================================================================================================= } // namespace clblast // Shortcuts to the clblast namespace using half = clblast::half; using float2 = clblast::float2; using double2 = clblast::double2; // Main function (not within the clblast namespace) int main(int argc, char *argv[]) { const auto command_line_args = clblast::RetrieveCommandLineArguments(argc, argv); switch(clblast::GetPrecision(command_line_args)) { case clblast::Precision::kHalf: clblast::Tuner, half>(argc, argv); break; case clblast::Precision::kSingle: clblast::Tuner, float>(argc, argv); break; case clblast::Precision::kDouble: clblast::Tuner, double>(argc, argv); break; case clblast::Precision::kComplexSingle: clblast::Tuner, float2>(argc, argv); break; case clblast::Precision::kComplexDouble: clblast::Tuner, double2>(argc, argv); break; } return 0; } // =================================================================================================