// ================================================================================================= // 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 copy OpenCL kernels. // // ================================================================================================= #include #include #include "utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // See comment at top of file for a description of the class template class TuneCopy { public: // The representative kernel and the source code static std::string KernelFamily() { return "copy"; } static std::string KernelName() { return "CopyMatrixFast"; } static std::string GetSources() { return #include "../src/kernels/common.opencl" #include "../src/kernels/level3/level3.opencl" #include "../src/kernels/level3/copy_fast.opencl" ; } // The list of arguments relevant for this routine static std::vector GetOptions() { return {kArgM, kArgN, kArgAlpha}; } // Tests for valid arguments static void TestValidArguments(const Arguments &) { } // Sets the default values for the arguments static size_t DefaultM() { return 1024; } static size_t DefaultN() { return 1024; } static size_t DefaultK() { return 1; } // N/A for this kernel static double DefaultFraction() { return 1.0; } // N/A for this kernel // Describes how to obtain the sizes of the buffers static size_t GetSizeX(const Arguments &) { return 1; } // N/A for this kernel static size_t GetSizeY(const Arguments &) { return 1; } // N/A for this kernel static size_t GetSizeA(const Arguments &args) { return args.m * args.n; } static size_t GetSizeB(const Arguments &args) { return args.m * args.n; } static size_t GetSizeC(const Arguments &) { return 1; } // N/A for this kernel static size_t GetSizeTemp(const Arguments &) { return 1; } // N/A for this kernel // Sets the tuning parameters and their possible values static void SetParameters(cltune::Tuner &tuner, const size_t id) { tuner.AddParameter(id, "COPY_DIMX", {8, 16, 32}); tuner.AddParameter(id, "COPY_DIMY", {8, 16, 32}); tuner.AddParameter(id, "COPY_WPT", {1, 2, 4, 8}); tuner.AddParameter(id, "COPY_VW", {1, 2, 4, 8}); } // 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 base thread configuration static std::vector GlobalSize(const Arguments &args) { return {args.m, args.n}; } static std::vector GlobalSizeRef(const Arguments &args) { return GlobalSize(args); } static std::vector LocalSize() { return {1, 1}; } static std::vector LocalSizeRef() { return {8, 8}; } // Transforms the thread configuration based on the parameters using TransformVector = std::vector>; static TransformVector MulLocal() { return {{"COPY_DIMX", "COPY_DIMY"}}; } static TransformVector DivLocal() { return {}; } static TransformVector MulGlobal() { return {}; } static TransformVector DivGlobal() { return {{"COPY_VW", "COPY_WPT"}}; } // Sets the kernel's arguments static void SetArguments(cltune::Tuner &tuner, const Arguments &args, std::vector &, std::vector &, std::vector &a_mat, std::vector &b_mat, std::vector &, std::vector &) { auto alpha_buffer = std::vector{args.alpha}; tuner.AddArgumentScalar(static_cast(args.m)); tuner.AddArgumentInput(a_mat); tuner.AddArgumentOutput(b_mat); tuner.AddArgumentInput(alpha_buffer); } // Describes how to compute the performance metrics static size_t GetMetric(const Arguments &args) { return 2 * args.m * args.n * GetBytes(args.precision); } static std::string PerformanceUnit() { return "GB/s"; } }; // ================================================================================================= } // namespace clblast // Shortcuts to the clblast namespace using float2 = clblast::float2; using double2 = clblast::double2; // Main function (not within the clblast namespace) int main(int argc, char *argv[]) { switch(clblast::GetPrecision(argc, argv)) { 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; } // =================================================================================================