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authorCNugteren <web@cedricnugteren.nl>2015-09-19 18:01:19 +0200
committerCNugteren <web@cedricnugteren.nl>2015-09-19 18:01:19 +0200
commitde6547a92b16bd2220a103aa6606a49eb7231301 (patch)
tree04de3d0d8a0b1b3c70d8fc37cff266b0e8948ed6 /src
parent80da67d28bbcff958071befb48ccacac05ebbe49 (diff)
Added SBMV and SPMV routines
Diffstat (limited to 'src')
-rw-r--r--src/clblast.cc60
-rw-r--r--src/kernels/level2/xgemv.opencl61
-rw-r--r--src/routines/level2/xsbmv.cc64
-rw-r--r--src/routines/level2/xspmv.cc64
4 files changed, 206 insertions, 43 deletions
diff --git a/src/clblast.cc b/src/clblast.cc
index 85c63442..f7baf5e8 100644
--- a/src/clblast.cc
+++ b/src/clblast.cc
@@ -33,6 +33,8 @@
#include "internal/routines/level2/xhbmv.h"
#include "internal/routines/level2/xhpmv.h"
#include "internal/routines/level2/xsymv.h"
+#include "internal/routines/level2/xsbmv.h"
+#include "internal/routines/level2/xspmv.h"
// BLAS level-3 includes
#include "internal/routines/level3/xgemm.h"
@@ -546,15 +548,26 @@ template StatusCode Symv<double>(const Layout, const Triangle,
// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV
template <typename T>
-StatusCode Sbmv(const Layout, const Triangle,
- const size_t, const size_t,
- const T,
- const cl_mem, const size_t, const size_t,
- const cl_mem, const size_t, const size_t,
- const T,
- cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*) {
- return StatusCode::kNotImplemented;
+StatusCode Sbmv(const Layout layout, const Triangle triangle,
+ const size_t n, const size_t k,
+ 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 = Xsbmv<T>(queue_cpp, event_cpp);
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+ return routine.DoSbmv(layout, triangle,
+ n, k,
+ 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 Sbmv<float>(const Layout, const Triangle,
const size_t, const size_t,
@@ -575,15 +588,26 @@ template StatusCode Sbmv<double>(const Layout, const Triangle,
// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV
template <typename T>
-StatusCode Spmv(const Layout, const Triangle,
- const size_t,
- const T,
- const cl_mem, const size_t,
- const cl_mem, const size_t, const size_t,
- const T,
- cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*) {
- return StatusCode::kNotImplemented;
+StatusCode Spmv(const Layout layout, const Triangle triangle,
+ const size_t n,
+ const T alpha,
+ const cl_mem ap_buffer, const size_t ap_offset,
+ 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 = Xspmv<T>(queue_cpp, event_cpp);
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+ return routine.DoSpmv(layout, triangle,
+ n,
+ alpha,
+ Buffer<T>(ap_buffer), ap_offset,
+ Buffer<T>(x_buffer), x_offset, x_inc,
+ beta,
+ Buffer<T>(y_buffer), y_offset, y_inc);
}
template StatusCode Spmv<float>(const Layout, const Triangle,
const size_t,
diff --git a/src/kernels/level2/xgemv.opencl b/src/kernels/level2/xgemv.opencl
index f6c4476e..ab7802e5 100644
--- a/src/kernels/level2/xgemv.opencl
+++ b/src/kernels/level2/xgemv.opencl
@@ -92,31 +92,39 @@ inline real LoadMatrixA(const __global real* restrict agm, const int x, const in
if (x >= y-ku && x < y+kl+1) { result = agm[a_ld*y + k + x + a_offset]; }
else { SetToZero(result); }
- // For hermitian matrices
- #elif defined(ROUTINE_HEMV)
+ // For symmetric/hermitian matrices
+ #elif defined(ROUTINE_HEMV) || defined(ROUTINE_SYMV)
if ((parameter == 0 && y <= x) || (parameter == 1 && x <= y)) {
result = agm[a_ld*y + x + a_offset];
- if (x == y) { result.y = ZERO; }
+ #if defined(ROUTINE_HEMV)
+ if (x == y) { result.y = ZERO; }
+ #endif
}
else {
result = agm[a_ld*x + y + a_offset];
- COMPLEX_CONJUGATE(result);
+ #if defined(ROUTINE_HEMV)
+ COMPLEX_CONJUGATE(result);
+ #endif
}
- // For hermitian banded matrices
- #elif defined(ROUTINE_HBMV)
+ // For symmetric/hermitian banded matrices
+ #elif defined(ROUTINE_HBMV) || defined(ROUTINE_SBMV)
if (parameter == 1) {
if (x <= y) {
const int m = kl - y;
if (x >= y-kl && x <= y) { result = agm[a_ld*y + m + x + a_offset]; }
else { SetToZero(result); }
- if (x == y) { result.y = ZERO; }
+ #if defined(ROUTINE_HBMV)
+ if (x == y) { result.y = ZERO; }
+ #endif
}
else {
const int m = kl - x;
if (y >= x-kl && y <= x) { result = agm[a_ld*x + m + y + a_offset]; }
else { SetToZero(result); }
- COMPLEX_CONJUGATE(result);
+ #if defined(ROUTINE_HBMV)
+ COMPLEX_CONJUGATE(result);
+ #endif
}
}
else {
@@ -124,48 +132,51 @@ inline real LoadMatrixA(const __global real* restrict agm, const int x, const in
const int m = -y;
if (x >= y && x < y+kl+1) { result = agm[a_ld*y + m + x + a_offset]; }
else { SetToZero(result); }
- if (x == y) { result.y = ZERO; }
+ #if defined(ROUTINE_HBMV)
+ if (x == y) { result.y = ZERO; }
+ #endif
}
else {
const int m = -x;
if (y >= x && y < x+kl+1) { result = agm[a_ld*x + m + y + a_offset]; }
else { SetToZero(result); }
- COMPLEX_CONJUGATE(result);
+ #if defined(ROUTINE_HBMV)
+ COMPLEX_CONJUGATE(result);
+ #endif
}
}
- // For hermitian packed matrices
- #elif defined(ROUTINE_HPMV)
+ // For symmetric/hermitian packed matrices
+ #elif defined(ROUTINE_HPMV) || defined(ROUTINE_SPMV)
if (parameter == 1) {
if (x <= y) {
result = agm[((y+1)*y)/2 + x + a_offset];
- if (x == y) { result.y = ZERO; }
+ #if defined(ROUTINE_HPMV)
+ if (x == y) { result.y = ZERO; }
+ #endif
}
else {
result = agm[((x+1)*x)/2 + y + a_offset];
- COMPLEX_CONJUGATE(result);
+ #if defined(ROUTINE_HPMV)
+ COMPLEX_CONJUGATE(result);
+ #endif
}
}
else {
if (x >= y) {
result = agm[((2*a_ld-(y+1))*y)/2 + x + a_offset];
- if (x == y) { result.y = ZERO; }
+ #if defined(ROUTINE_HPMV)
+ if (x == y) { result.y = ZERO; }
+ #endif
}
else {
result = agm[((2*a_ld-(x+1))*x)/2 + y + a_offset];
- COMPLEX_CONJUGATE(result);
+ #if defined(ROUTINE_HPMV)
+ COMPLEX_CONJUGATE(result);
+ #endif
}
}
- // For symmetric matrices
- #elif defined(ROUTINE_SYMV)
- if ((parameter == 0 && y <= x) || (parameter == 1 && x <= y)) {
- result = agm[y*a_ld + x + a_offset];
- }
- else {
- result = agm[x*a_ld + y + a_offset];
- }
-
// For general matrices
#else
result = agm[a_ld*y + x + a_offset];
diff --git a/src/routines/level2/xsbmv.cc b/src/routines/level2/xsbmv.cc
new file mode 100644
index 00000000..457bd762
--- /dev/null
+++ b/src/routines/level2/xsbmv.cc
@@ -0,0 +1,64 @@
+
+// =================================================================================================
+// 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 Xsbmv class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level2/xsbmv.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xsbmv<T>::Xsbmv(Queue &queue, Event &event, const std::string &name):
+ Xgemv<T>(queue, event, name) {
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xsbmv<T>::DoSbmv(const Layout layout, const Triangle triangle,
+ const size_t n, const size_t k,
+ 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) {
+
+ // The data is either in the upper or lower triangle
+ size_t is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
+ (triangle == Triangle::kLower && layout == Layout::kRowMajor));
+
+ // Runs the generic matrix-vector multiplication, disabling the use of fast vectorized kernels.
+ // The specific symmetric banded matrix-accesses are implemented in the kernel guarded by the
+ // ROUTINE_SBMV define.
+ bool fast_kernels = false;
+ return MatVec(layout, Transpose::kNo,
+ n, n, alpha,
+ a_buffer, a_offset, a_ld,
+ x_buffer, x_offset, x_inc, beta,
+ y_buffer, y_offset, y_inc,
+ fast_kernels, fast_kernels,
+ is_upper, false, k, 0);
+}
+
+// =================================================================================================
+
+// Compiles the templated class
+template class Xsbmv<float>;
+template class Xsbmv<double>;
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/routines/level2/xspmv.cc b/src/routines/level2/xspmv.cc
new file mode 100644
index 00000000..4f1a9c61
--- /dev/null
+++ b/src/routines/level2/xspmv.cc
@@ -0,0 +1,64 @@
+
+// =================================================================================================
+// 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 Xspmv class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level2/xspmv.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xspmv<T>::Xspmv(Queue &queue, Event &event, const std::string &name):
+ Xgemv<T>(queue, event, name) {
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xspmv<T>::DoSpmv(const Layout layout, const Triangle triangle,
+ const size_t n,
+ const T alpha,
+ const Buffer<T> &ap_buffer, const size_t ap_offset,
+ 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) {
+
+ // The data is either in the upper or lower triangle
+ size_t is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
+ (triangle == Triangle::kLower && layout == Layout::kRowMajor));
+
+ // Runs the generic matrix-vector multiplication, disabling the use of fast vectorized kernels.
+ // The specific symmetric packed matrix-accesses are implemented in the kernel guarded by the
+ // ROUTINE_SPMV define.
+ bool fast_kernels = false;
+ return MatVec(layout, Transpose::kNo,
+ n, n, alpha,
+ ap_buffer, ap_offset, n,
+ x_buffer, x_offset, x_inc, beta,
+ y_buffer, y_offset, y_inc,
+ fast_kernels, fast_kernels,
+ is_upper, true, 0, 0);
+}
+
+// =================================================================================================
+
+// Compiles the templated class
+template class Xspmv<float>;
+template class Xspmv<double>;
+
+// =================================================================================================
+} // namespace clblast