// ================================================================================================= // 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 xger OpenCL kernels. // // ================================================================================================= #include #include #include "utilities/utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // Settings for this kernel (default command-line arguments) TunerDefaults XgerGetTunerDefaults(const int) { auto settings = TunerDefaults(); settings.options = {kArgM, kArgN, kArgAlpha}; settings.default_m = 1024; settings.default_n = 1024; return settings; } // Settings for this kernel (general) template TunerSettings XgerGetTunerSettings(const int, const Arguments &args) { auto settings = TunerSettings(); // Identification of the kernel settings.kernel_family = "xger"; settings.kernel_name = "Xger"; settings.sources = #include "../src/kernels/level2/level2.opencl" #include "../src/kernels/level2/xger.opencl" ; // Buffer sizes settings.size_x = args.m; settings.size_y = args.n; settings.size_a = args.m * args.n; // Inputs and outputs IDs (X:0, Y:1, A:2, B:3, C:4, temp:5) settings.inputs = {0, 1, 2}; settings.outputs = {2}; // Sets the base thread configuration settings.global_size = {args.m, args.n}; settings.global_size_ref = settings.global_size; settings.local_size = {1, 1}; settings.local_size_ref = {8, 8}; // Transforms the thread configuration based on the parameters settings.mul_local = {{"WGS1", "WGS2"}}; settings.div_global = {{"WPT", "WPT"}}; // Sets the tuning parameters and their possible values settings.parameters = { {"WGS1", {4, 8, 16, 32, 64, 128, 256, 512}}, {"WGS2", {1, 2, 4, 8, 16, 32, 64, 128, 256}}, {"WPT", {1, 2, 4}}, }; // Describes how to compute the performance metrics settings.metric_amount = (2*args.m*args.n + args.m + args.n) * GetBytes(args.precision); settings.performance_unit = "GB/s"; return settings; } // Tests for valid arguments template void XgerTestValidArguments(const int, const Arguments &) { } std::vector XgerSetConstraints(const int) { return {}; } template LocalMemSizeInfo XgerComputeLocalMemSize(const int) { return { [] (std::vector) -> size_t { return 0; }, {} }; } // Sets the kernel's arguments template void XgerSetArguments(const int, Kernel &kernel, const Arguments &args, std::vector>& buffers) { kernel.SetArgument(0, static_cast(args.m)); kernel.SetArgument(1, static_cast(args.n)); kernel.SetArgument(2, GetRealArg(args.alpha)); kernel.SetArgument(3, buffers[0]()); // 0 == X vector kernel.SetArgument(4, 0); // x_offset kernel.SetArgument(5, 1); // x_increment kernel.SetArgument(6, buffers[1]()); // 1 == Y vector kernel.SetArgument(7, 0); // y_offset kernel.SetArgument(8, 1); // y_increment kernel.SetArgument(9, buffers[2]()); // 2 == A matrix kernel.SetArgument(10, 0); // a_offset kernel.SetArgument(11, static_cast(args.m)); // a_ld kernel.SetArgument(12, 0); // a_is_rowmajor } // ================================================================================================= } // namespace clblast