From 8854a731276b3f32c9e381a228733de7c6d95760 Mon Sep 17 00:00:00 2001 From: Cedric Nugteren Date: Sat, 20 Feb 2016 12:40:01 +0100 Subject: Added XGER routine, kernel, and tuner --- src/routines/level2/xger.cc | 107 ++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 107 insertions(+) create mode 100644 src/routines/level2/xger.cc (limited to 'src/routines') diff --git a/src/routines/level2/xger.cc b/src/routines/level2/xger.cc new file mode 100644 index 00000000..c3a24264 --- /dev/null +++ b/src/routines/level2/xger.cc @@ -0,0 +1,107 @@ + +// ================================================================================================= +// 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 implements the Xger class (see the header for information about the class). +// +// ================================================================================================= + +#include "internal/routines/level2/xger.h" + +#include +#include + +namespace clblast { +// ================================================================================================= + +// Specific implementations to get the memory-type based on a template argument +template <> const Precision Xger::precision_ = Precision::kSingle; +template <> const Precision Xger::precision_ = Precision::kDouble; + +// ================================================================================================= + +// Constructor: forwards to base class constructor +template +Xger::Xger(Queue &queue, Event &event, const std::string &name): + Routine(queue, event, name, {"Xger"}, precision_) { + source_string_ = + #include "../../kernels/level2/xger.opencl" + ; +} + +// ================================================================================================= + +// The main routine +template +StatusCode Xger::DoGer(const Layout layout, + const size_t m, const size_t n, + const T alpha, + const Buffer &x_buffer, const size_t x_offset, const size_t x_inc, + const Buffer &y_buffer, const size_t y_offset, const size_t y_inc, + const Buffer &a_buffer, const size_t a_offset, const size_t a_ld) { + + // Makes sure all dimensions are larger than zero + if (m == 0 || n == 0) { return StatusCode::kInvalidDimension; } + + // Computes whether or not the matrix has an alternative layout (row or column-major). + const auto a_is_rowmajor = (layout == Layout::kRowMajor); + const auto a_one = (a_is_rowmajor) ? n : m; + const auto a_two = (a_is_rowmajor) ? m : n; + + // Tests the matrix and the vectors for validity + auto status = TestMatrixA(a_one, a_two, a_buffer, a_offset, a_ld, sizeof(T)); + if (ErrorIn(status)) { return status; } + status = TestVectorX(m, x_buffer, x_offset, x_inc, sizeof(T)); + if (ErrorIn(status)) { return status; } + status = TestVectorY(n, y_buffer, y_offset, y_inc, sizeof(T)); + if (ErrorIn(status)) { return status; } + + // Retrieves the Xgemv kernel from the compiled binary + try { + auto& program = GetProgramFromCache(); + auto kernel = Kernel(program, "Xger"); + + // Sets the kernel arguments + kernel.SetArgument(0, static_cast(a_one)); + kernel.SetArgument(1, static_cast(a_two)); + kernel.SetArgument(2, alpha); + kernel.SetArgument(3, x_buffer()); + kernel.SetArgument(4, static_cast(x_offset)); + kernel.SetArgument(5, static_cast(x_inc)); + kernel.SetArgument(6, y_buffer()); + kernel.SetArgument(7, static_cast(y_offset)); + kernel.SetArgument(8, static_cast(y_inc)); + kernel.SetArgument(9, a_buffer()); + kernel.SetArgument(10, static_cast(a_offset)); + kernel.SetArgument(11, static_cast(a_ld)); + kernel.SetArgument(12, static_cast(a_is_rowmajor)); + + // Launches the kernel + auto a_one_ceiled = CeilDiv(Ceil(a_one, db_["WGS1"]), db_["WPT"]); + auto a_two_ceiled = CeilDiv(Ceil(a_two, db_["WGS2"]), db_["WPT"]); + auto global = std::vector{a_one_ceiled, a_two_ceiled}; + auto local = std::vector{db_["WGS1"], db_["WGS2"]}; + status = RunKernel(kernel, global, local); + if (ErrorIn(status)) { return status; } + + // Waits for all kernels to finish + queue_.Finish(); + + // Succesfully finished the computation + return StatusCode::kSuccess; + } catch (...) { return StatusCode::kInvalidKernel; } +} + +// ================================================================================================= + +// Compiles the templated class +template class Xger; +template class Xger; + +// ================================================================================================= +} // namespace clblast -- cgit v1.2.3