// ================================================================================================= // 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 auto-tuner to tune the xaxpy OpenCL kernels. // // ================================================================================================= #include #include #include "utilities/utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // Settings for this kernel (default command-line arguments) TunerDefaults XaxpyGetTunerDefaults(const int) { auto settings = TunerDefaults(); settings.options = {kArgN, kArgAlpha}; settings.default_n = 4096*1024; return settings; } // Settings for this kernel (general) template TunerSettings XaxpyGetTunerSettings(const int, const Arguments &args) { auto settings = TunerSettings(); // Identification of the kernel settings.kernel_family = "xaxpy"; settings.kernel_name = "XaxpyFastest"; settings.sources = #include "../src/kernels/level1/level1.opencl" #include "../src/kernels/level1/xaxpy.opencl" ; // Buffer sizes settings.size_x = args.n; settings.size_y = args.n; // Inputs and outputs IDs (X:0, Y:1, A:2, B:3, C:4, temp:5) settings.inputs = {0, 1}; settings.outputs = {1}; // 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 template void XaxpyTestValidArguments(const int, const Arguments &args) { if (!IsMultiple(args.n, 64)) { throw std::runtime_error("'XaxpyFastest' requires 'n' to be a multiple of WGS*WPT*VW"); } } std::vector XaxpySetConstraints(const int) { return {}; } template LocalMemSizeInfo XaxpyComputeLocalMemSize(const int) { return { [] (std::vector) -> size_t { return 0; }, {} }; } // Sets the kernel's arguments template void XaxpySetArguments(const int, Kernel &kernel, const Arguments &args, std::vector>& buffers) { kernel.SetArgument(0, static_cast(args.n)); kernel.SetArgument(1, GetRealArg(args.alpha)); kernel.SetArgument(2, buffers[0]()); // 0 == X vector kernel.SetArgument(3, buffers[1]()); // 1 == Y vector } // ================================================================================================= } // namespace clblast