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authorCNugteren <web@cedricnugteren.nl>2015-07-31 17:13:41 +0200
committerCNugteren <web@cedricnugteren.nl>2015-07-31 17:13:41 +0200
commitb89517a2e77d855debbaabc45861ba6d8b7d4adc (patch)
tree066b11515886f1e51cda11670fec07fc20279e7d /src
parent674f69390ddae172107360c2fbc546b574143cdb (diff)
Added SYMV routine
Diffstat (limited to 'src')
-rw-r--r--src/clblast.cc42
-rw-r--r--src/routines/level2/xgemv.cc3
-rw-r--r--src/routines/level2/xsymv.cc100
3 files changed, 144 insertions, 1 deletions
diff --git a/src/clblast.cc b/src/clblast.cc
index eddb8022..c04462f3 100644
--- a/src/clblast.cc
+++ b/src/clblast.cc
@@ -22,6 +22,7 @@
// BLAS level-2 includes
#include "internal/routines/level2/xgemv.h"
+#include "internal/routines/level2/xsymv.h"
// BLAS level-3 includes
#include "internal/routines/level3/xgemm.h"
@@ -36,6 +37,7 @@
namespace clblast {
// =================================================================================================
// BLAS level-1 (vector-vector) routines
+// =================================================================================================
// AXPY
template <typename T>
@@ -75,6 +77,7 @@ template StatusCode Axpy<double2>(const size_t, const double2,
// =================================================================================================
// BLAS level-2 (matrix-vector) routines
+// =================================================================================================
// GEMV
template <typename T>
@@ -125,7 +128,46 @@ template StatusCode Gemv<double2>(const Layout, const Transpose,
cl_command_queue*, cl_event*);
// =================================================================================================
+
+// SYMV
+template <typename T>
+StatusCode Symv(const Layout layout, const Triangle triangle,
+ const size_t n, const T alpha,
+ const cl_mem a_buffer, const size_t a_offset, const size_t a_ld,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+
+ auto queue_cpp = Queue(*queue);
+ auto event_cpp = Event(*event);
+ auto routine = Xsymv<T>(queue_cpp, event_cpp);
+
+ // Compiles the routine's device kernels
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+
+ // Runs the routine
+ return routine.DoSymv(layout, triangle, n, alpha,
+ Buffer<T>(a_buffer), a_offset, a_ld,
+ Buffer<T>(x_buffer), x_offset, x_inc, beta,
+ Buffer<T>(y_buffer), y_offset, y_inc);
+}
+template StatusCode Symv<float>(const Layout, const Triangle,
+ const size_t, const float,
+ const cl_mem, const size_t, const size_t,
+ const cl_mem, const size_t, const size_t, const float,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue*, cl_event*);
+template StatusCode Symv<double>(const Layout, const Triangle,
+ const size_t, const double,
+ const cl_mem, const size_t, const size_t,
+ const cl_mem, const size_t, const size_t, const double,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue*, cl_event*);
+
+// =================================================================================================
// BLAS level-3 (matrix-matrix) routines
+// =================================================================================================
// GEMM
template <typename T>
diff --git a/src/routines/level2/xgemv.cc b/src/routines/level2/xgemv.cc
index 75219b63..7505e9f7 100644
--- a/src/routines/level2/xgemv.cc
+++ b/src/routines/level2/xgemv.cc
@@ -30,8 +30,9 @@ template <> const Precision Xgemv<double2>::precision_ = Precision::kComplexDoub
// Constructor: forwards to base class constructor
template <typename T>
Xgemv<T>::Xgemv(Queue &queue, Event &event):
- Routine<T>(queue, event, "GEMV", {"Xgemv"}, precision_) {
+ Routine<T>(queue, event, "GEMV", {"Pad", "Xgemv"}, precision_) {
source_string_ =
+ #include "../../kernels/pad.opencl" // For SymmUpperToSquared and SymmLowerToSquared (for SYMV)
#include "../../kernels/xgemv.opencl"
;
}
diff --git a/src/routines/level2/xsymv.cc b/src/routines/level2/xsymv.cc
new file mode 100644
index 00000000..1b0ab6d7
--- /dev/null
+++ b/src/routines/level2/xsymv.cc
@@ -0,0 +1,100 @@
+
+// =================================================================================================
+// 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 implements the Xsymv class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level2/xsymv.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xsymv<T>::Xsymv(Queue &queue, Event &event):
+ Xgemv<T>(queue, event) {
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xsymv<T>::DoSymv(const Layout layout, const Triangle triangle,
+ const size_t n,
+ const T alpha,
+ const Buffer<T> &a_buffer, const size_t a_offset, const size_t a_ld,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
+ const T beta,
+ const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc) {
+
+ // Makes sure all dimensions are larger than zero
+ if (n == 0) { return StatusCode::kInvalidDimension; }
+
+ // Checks for validity of the squared A matrix
+ auto status = TestMatrixA(n, n, a_buffer, a_offset, a_ld, sizeof(T));
+ if (ErrorIn(status)) { return status; }
+
+ // Determines which kernel to run based on the layout (the Xgemv kernel assumes column-major as
+ // default) and on whether we are dealing with an upper or lower triangle of the symmetric matrix
+ bool is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
+ (triangle == Triangle::kLower && layout == Layout::kRowMajor));
+ auto kernel_name = (is_upper) ? "SymmUpperToSquared" : "SymmLowerToSquared";
+
+ // Temporary buffer for a copy of the symmetric matrix
+ try {
+ auto temp_symm = Buffer<T>(context_, n*n);
+
+ // Creates a general matrix from the symmetric matrix to be able to run the regular Xgemv
+ // routine afterwards
+ try {
+ auto& program = GetProgramFromCache();
+ auto kernel = Kernel(program, kernel_name);
+
+ // Sets the arguments for the symmetric-to-squared kernel
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, static_cast<int>(a_ld));
+ kernel.SetArgument(2, static_cast<int>(a_offset));
+ kernel.SetArgument(3, a_buffer());
+ kernel.SetArgument(4, static_cast<int>(n));
+ kernel.SetArgument(5, static_cast<int>(n));
+ kernel.SetArgument(6, static_cast<int>(0));
+ kernel.SetArgument(7, temp_symm());
+
+ // Uses the common padding kernel's thread configuration. This is allowed, since the
+ // symmetric-to-squared kernel uses the same parameters.
+ auto global = std::vector<size_t>{Ceil(CeilDiv(n, db_["PAD_WPTX"]), db_["PAD_DIMX"]),
+ Ceil(CeilDiv(n, db_["PAD_WPTY"]), db_["PAD_DIMY"])};
+ auto local = std::vector<size_t>{db_["PAD_DIMX"], db_["PAD_DIMY"]};
+ status = RunKernel(kernel, global, local);
+ if (ErrorIn(status)) { return status; }
+
+ // Runs the regular Xgemv code
+ status = DoGemv(layout, Transpose::kNo, n, n, alpha,
+ temp_symm, 0, n,
+ x_buffer, x_offset, x_inc, beta,
+ y_buffer, y_offset, y_inc);
+
+ // Return the status of the Xgemv routine
+ return status;
+ } catch (...) { return StatusCode::kInvalidKernel; }
+ } catch (...) { return StatusCode::kTempBufferAllocFailure; }
+}
+
+// =================================================================================================
+
+// Compiles the templated class
+template class Xsymv<float>;
+template class Xsymv<double>;
+
+// =================================================================================================
+} // namespace clblast