// ================================================================================================= // 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 xdot OpenCL kernels. Note that the results are // not verified, since the result is not final and depends on the WGS2 parameter. // // ================================================================================================= #include #include #include "utilities/utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // Settings for this kernel (default command-line arguments) TunerDefaults XdotGetTunerDefaults(const int) { auto settings = TunerDefaults(); settings.options = {kArgN}; settings.default_n = 2*1024*1024; return settings; } // Settings for this kernel (general) template TunerSettings XdotGetTunerSettings(const int V, const Arguments &args) { auto settings = TunerSettings(); // Identification of the kernel settings.kernel_family = "xdot_"+std::to_string(V); settings.kernel_name = (V==1) ? "Xdot" : "XdotEpilogue"; settings.sources = #include "../src/kernels/level1/xdot.opencl" ; // Buffer sizes settings.size_x = args.n; settings.size_y = args.n; settings.size_temp = args.n; // Worst case // Inputs and outputs IDs (X:0, Y:1, A:2, B:3, C:4, temp:5) settings.inputs = {0, 1, 5}; settings.outputs = {}; // no output checking // Sets the base thread configuration settings.global_size = (V==1) ? std::vector{2*64} : std::vector{1}; settings.global_size_ref = (V==1) ? std::vector{2*64*64} : std::vector{64}; settings.local_size = {1}; settings.local_size_ref = {64}; // Transforms the thread configuration based on the parameters settings.mul_local = (V==1) ? TransformVector{{"WGS1"}} : TransformVector{{"WGS2"}}; settings.mul_global = (V==1) ? TransformVector{{"WGS1"}} : TransformVector{{"WGS2"}}; // Sets the tuning parameters and their possible values settings.parameters = { {"WGS"+std::to_string(V), {32, 64, 128, 256, 512, 1024}}, }; // Describes how to compute the performance metrics settings.metric_amount = (V==1) ? (2*args.n + 1) * GetBytes(args.precision) : 1 * GetBytes(args.precision); settings.performance_unit = (V==1) ? "GB/s" : "N/A"; return settings; } // Tests for valid arguments template void XdotTestValidArguments(const int, const Arguments &) { } std::vector XdotSetConstraints(const int) { return {}; } template LocalMemSizeInfo XdotComputeLocalMemSize(const int V) { return { [] (std::vector v) -> size_t { return GetBytes(PrecisionValue()) * v[0]; }, {"WGS"+std::to_string(V)} };} // Sets the kernel's arguments template void XdotSetArguments(const int V, Kernel &kernel, const Arguments &args, std::vector>& buffers) { if (V == 1) { kernel.SetArgument(0, static_cast(args.n)); kernel.SetArgument(1, buffers[0]()); // 0 == X vector kernel.SetArgument(2, 0); kernel.SetArgument(3, 1); kernel.SetArgument(4, buffers[1]()); // 1 == Y vector kernel.SetArgument(5, 0); kernel.SetArgument(6, 1); kernel.SetArgument(7, buffers[5]()); // 5 == temp; no output checking - size varies kernel.SetArgument(8, static_cast(false)); } else { kernel.SetArgument(0, buffers[5]()); // 5 == temp kernel.SetArgument(1, buffers[0]()); // 0 == X vector; no output checking - size varies kernel.SetArgument(2, 0); } } // ================================================================================================= } // namespace clblast