// ================================================================================================= // 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 transpose OpenCL kernels. // // ================================================================================================= #include #include #include "utilities/utilities.hpp" #include "tuning/tuning.hpp" namespace clblast { // ================================================================================================= // Settings for this kernel (default command-line arguments) TunerDefaults TransposeGetTunerDefaults(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 TransposeGetTunerSettings(const int, const Arguments &args) { auto settings = TunerSettings(); // Identification of the kernel settings.kernel_family = "transpose"; settings.kernel_name = "TransposeMatrixFast"; settings.sources = #include "../src/kernels/level3/level3.opencl" #include "../src/kernels/level3/transpose_fast.opencl" ; // Buffer sizes settings.size_a = args.m * args.n; settings.size_b = args.m * args.n; // Inputs and outputs IDs (X:0, Y:1, A:2, B:3, C:4, temp:5) settings.inputs = {2, 3}; settings.outputs = {3}; // 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 = {{"TRA_DIM", "TRA_DIM"}}; settings.div_global = {{"TRA_WPT", "TRA_WPT"}}; // Sets the tuning parameters and their possible values settings.parameters = { {"TRA_DIM", {4, 8, 16, 32, 64}}, {"TRA_WPT", {1, 2, 4, 8, 16}}, {"TRA_PAD", {0, 1}}, {"TRA_SHUFFLE", {0, 1}}, }; // Describes how to compute the performance metrics settings.metric_amount = 2 * args.m * args.n * GetBytes(args.precision); settings.performance_unit = "GB/s"; return settings; } // Tests for valid arguments template void TransposeTestValidArguments(const int, const Arguments &) { } std::vector TransposeSetConstraints(const int) { return {}; } template LocalMemSizeInfo TransposeComputeLocalMemSize(const int) { return { [] (std::vector v) -> size_t { return GetBytes(PrecisionValue()) * v[1] * (v[1] * v[0]) * (v[0] + v[2]); }, {"TRA_DIM", "TRA_WPT", "TRA_PAD"} }; } // Sets the kernel's arguments template void TransposeSetArguments(const int, Kernel &kernel, const Arguments &args, std::vector>& buffers) { kernel.SetArgument(0, static_cast(args.m)); kernel.SetArgument(1, buffers[2]()); // 2 == A matrix kernel.SetArgument(2, buffers[3]()); // 3 == B matrix kernel.SetArgument(3, GetRealArg(args.alpha)); } // ================================================================================================= } // namespace clblast