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Diffstat (limited to 'src/tuning/kernels/xaxpy.hpp')
-rw-r--r-- | src/tuning/kernels/xaxpy.hpp | 95 |
1 files changed, 95 insertions, 0 deletions
diff --git a/src/tuning/kernels/xaxpy.hpp b/src/tuning/kernels/xaxpy.hpp new file mode 100644 index 00000000..24550ed9 --- /dev/null +++ b/src/tuning/kernels/xaxpy.hpp @@ -0,0 +1,95 @@ + +// ================================================================================================= +// 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 <www.cedricnugteren.nl> +// +// This file uses the auto-tuner to tune the xaxpy OpenCL kernels. +// +// ================================================================================================= + +#include <string> +#include <vector> + +#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 <typename T> +TunerSettings XaxpyGetTunerSettings(const int, const Arguments<T> &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 <typename T> +void XaxpyTestValidArguments(const int, const Arguments<T> &args) { + if (!IsMultiple(args.n, 64)) { + throw std::runtime_error("'XaxpyFastest' requires 'n' to be a multiple of WGS*WPT*VW"); + } +} +std::vector<Constraint> XaxpySetConstraints(const int) { return {}; } + +// Sets the kernel's arguments +template <typename T> +void XaxpySetArguments(const int, Kernel &kernel, const Arguments<T> &args, std::vector<Buffer<T>>& buffers) { + kernel.SetArgument(0, static_cast<int>(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 |