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authorCNugteren <web@cedricnugteren.nl>2015-07-31 17:35:42 +0200
committerCNugteren <web@cedricnugteren.nl>2015-07-31 17:35:42 +0200
commit938ca2707fed28cff5ad35d2472c09828ef08ca7 (patch)
tree9d90703851e7c034d5ff15dac83c52518778d6ea /src/routines
parentb89517a2e77d855debbaabc45861ba6d8b7d4adc (diff)
Added HEMV routine
Diffstat (limited to 'src/routines')
-rw-r--r--src/routines/level2/xgemv.cc2
-rw-r--r--src/routines/level2/xhemv.cc100
2 files changed, 101 insertions, 1 deletions
diff --git a/src/routines/level2/xgemv.cc b/src/routines/level2/xgemv.cc
index 7505e9f7..99b282b0 100644
--- a/src/routines/level2/xgemv.cc
+++ b/src/routines/level2/xgemv.cc
@@ -32,7 +32,7 @@ template <typename T>
Xgemv<T>::Xgemv(Queue &queue, Event &event):
Routine<T>(queue, event, "GEMV", {"Pad", "Xgemv"}, precision_) {
source_string_ =
- #include "../../kernels/pad.opencl" // For SymmUpperToSquared and SymmLowerToSquared (for SYMV)
+ #include "../../kernels/pad.opencl" // For {Herm,Symm}{Upper,Lower}ToSquared (for HEMV/SYMV)
#include "../../kernels/xgemv.opencl"
;
}
diff --git a/src/routines/level2/xhemv.cc b/src/routines/level2/xhemv.cc
new file mode 100644
index 00000000..7883b7b9
--- /dev/null
+++ b/src/routines/level2/xhemv.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 Xhemv class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level2/xhemv.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xhemv<T>::Xhemv(Queue &queue, Event &event):
+ Xgemv<T>(queue, event) {
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xhemv<T>::DoHemv(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 hermitian matrix
+ bool is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
+ (triangle == Triangle::kLower && layout == Layout::kRowMajor));
+ auto kernel_name = (is_upper) ? "HermUpperToSquared" : "HermLowerToSquared";
+
+ // Temporary buffer for a copy of the hermitian matrix
+ try {
+ auto temp_herm = Buffer<T>(context_, n*n);
+
+ // Creates a general matrix from the hermitian 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 hermitian-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_herm());
+
+ // Uses the common padding kernel's thread configuration. This is allowed, since the
+ // hermitian-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_herm, 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 Xhemv<float2>;
+template class Xhemv<double2>;
+
+// =================================================================================================
+} // namespace clblast