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authorCNugteren <web@cedricnugteren.nl>2015-08-22 17:11:20 +0200
committerCNugteren <web@cedricnugteren.nl>2015-08-22 17:11:20 +0200
commitff0c54c3865b45eff807315262e73d3f01cb19c3 (patch)
tree839e9def73fb068f988b07e1e879ecce48d884c8
parent75517353d505de1d3979866060261a666aebfd36 (diff)
Added the XSWAP, XSCAL and XCOPY level-1 routines
-rw-r--r--CHANGELOG5
-rw-r--r--CMakeLists.txt2
-rw-r--r--README.md6
-rw-r--r--include/clblast.h29
-rw-r--r--include/clblast_c.h54
-rw-r--r--include/internal/routines/level1/xcopy.h54
-rw-r--r--include/internal/routines/level1/xscal.h52
-rw-r--r--include/internal/routines/level1/xswap.h54
-rw-r--r--src/clblast.cc129
-rw-r--r--src/clblast_c.cc198
-rw-r--r--src/kernels/common.opencl9
-rw-r--r--src/kernels/level1/level1.opencl42
-rw-r--r--src/kernels/level1/xaxpy.opencl6
-rw-r--r--src/kernels/level1/xcopy.opencl57
-rw-r--r--src/kernels/level1/xscal.opencl59
-rw-r--r--src/kernels/level1/xswap.opencl61
-rw-r--r--src/routines/level1/xcopy.cc117
-rw-r--r--src/routines/level1/xscal.cc111
-rw-r--r--src/routines/level1/xswap.cc117
-rw-r--r--test/correctness/routines/level1/xcopy.cc32
-rw-r--r--test/correctness/routines/level1/xscal.cc32
-rw-r--r--test/correctness/routines/level1/xswap.cc32
-rw-r--r--test/performance/routines/level1/xcopy.cc40
-rw-r--r--test/performance/routines/level1/xscal.cc40
-rw-r--r--test/performance/routines/level1/xswap.cc40
-rw-r--r--test/routines/level1/xcopy.h117
-rw-r--r--test/routines/level1/xscal.h112
-rw-r--r--test/routines/level1/xswap.h118
-rw-r--r--test/wrapper_clblas.h144
29 files changed, 1811 insertions, 58 deletions
diff --git a/CHANGELOG b/CHANGELOG
index ba08ac57..b95d3e12 100644
--- a/CHANGELOG
+++ b/CHANGELOG
@@ -1,6 +1,9 @@
Development version (next release)
--
+- Added level-1 routines:
+ * SSWAP/DSWAP/CSWAP/ZSWAP
+ * SSCAL/DSCAL/CSCAL/ZSCAL
+ * SCOPY/DCOPY/CCOPY/ZCOPY
Version 0.4.0
- Now using the Claduc C++11 interface to OpenCL
diff --git a/CMakeLists.txt b/CMakeLists.txt
index c9a398a7..ba89bf91 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -105,7 +105,7 @@ include_directories(${clblast_SOURCE_DIR}/include ${OPENCL_INCLUDE_DIRS})
set(KERNELS copy pad transpose padtranspose xaxpy xgemv xgemm)
set(SAMPLE_PROGRAMS_CPP sgemm)
set(SAMPLE_PROGRAMS_C sgemm)
-set(LEVEL1_ROUTINES xaxpy)
+set(LEVEL1_ROUTINES xswap xscal xcopy xaxpy)
set(LEVEL2_ROUTINES xgemv xhemv xsymv)
set(LEVEL3_ROUTINES xgemm xsymm xhemm xsyrk xherk xsyr2k xher2k xtrmm)
set(ROUTINES ${LEVEL1_ROUTINES} ${LEVEL2_ROUTINES} ${LEVEL3_ROUTINES})
diff --git a/README.md b/README.md
index 106368be..4b065a05 100644
--- a/README.md
+++ b/README.md
@@ -138,9 +138,9 @@ CLBlast is in active development and currently does not support the full set of
| xROTMG | | | - | - | |
| xROT | | | - | - | |
| xROTM | | | - | - | |
-| xSWAP | | | | | |
-| xSCAL | | | | | +CS +ZD |
-| xCOPY | | | | | |
+| xSWAP | ✔ | ✔ | ✔ | ✔ | |
+| xSCAL | ✔ | ✔ | ✔ | ✔ | +CS +ZD |
+| xCOPY | ✔ | ✔ | ✔ | ✔ | |
| xAXPY | ✔ | ✔ | ✔ | ✔ | |
| xDOT | | | - | - | +DS |
| xDOTU | - | - | | | |
diff --git a/include/clblast.h b/include/clblast.h
index bd0f161c..326c9ec2 100644
--- a/include/clblast.h
+++ b/include/clblast.h
@@ -83,16 +83,40 @@ enum class Precision { kHalf = 16, kSingle = 32, kDouble = 64,
// =================================================================================================
// BLAS level-1 (vector-vector) routines
+// =================================================================================================
+
+// Swap two vectors: SSWAP/DSWAP/CSWAP/ZSWAP
+template <typename T>
+StatusCode Swap(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+
+// Vector scaling: SSCAL/DSCAL/CSCAL/ZSCAL
+template <typename T>
+StatusCode Scal(const size_t n,
+ const T alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event);
-// Templated-precision vector-times-constant plus vector: SAXPY/DAXPY/CAXPY/ZAXPY
+// Vector copy: SCOPY/DCOPY/CCOPY/ZCOPY
template <typename T>
-StatusCode Axpy(const size_t n, const T alpha,
+StatusCode Copy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+
+// Vector-times-constant plus vector: SAXPY/DAXPY/CAXPY/ZAXPY
+template <typename T>
+StatusCode Axpy(const size_t n,
+ const T alpha,
const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
cl_command_queue* queue, cl_event* event);
// =================================================================================================
// BLAS level-2 (matrix-vector) routines
+// =================================================================================================
// Templated-precision generalized matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV
template <typename T>
@@ -129,6 +153,7 @@ StatusCode Symv(const Layout layout, const Triangle triangle,
// =================================================================================================
// BLAS level-3 (matrix-matrix) routines
+// =================================================================================================
// Templated-precision generalized matrix-matrix multiplication: SGEMM/DGEMM/CGEMM/ZGEMM
template <typename T>
diff --git a/include/clblast_c.h b/include/clblast_c.h
index c25e5880..766570e6 100644
--- a/include/clblast_c.h
+++ b/include/clblast_c.h
@@ -81,6 +81,60 @@ typedef enum Precision_ { kHalf = 16, kSingle = 32, kDouble = 64,
// BLAS level-1 (vector-vector) routines
// =================================================================================================
+// Swap two vectors: SSWAP/DSWAP/CSWAP/ZSWAP
+StatusCode CLBlastSswap(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastDswap(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastCswap(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastZswap(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+
+// Vector scaling: SSCAL/DSCAL/CSCAL/ZSCAL
+StatusCode CLBlastSscal(const size_t n,
+ const float alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastDscal(const size_t n,
+ const double alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastCscal(const size_t n,
+ const cl_float2 alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastZscal(const size_t n,
+ const cl_double2 alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event);
+
+// Vector copy: SCOPY/DCOPY/CCOPY/ZCOPY
+StatusCode CLBlastScopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastDcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastCcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+StatusCode CLBlastZcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event);
+
// Vector-times-constant plus vector: SAXPY/DAXPY/CAXPY/ZAXPY
StatusCode CLBlastSaxpy(const size_t n,
const float alpha,
diff --git a/include/internal/routines/level1/xcopy.h b/include/internal/routines/level1/xcopy.h
new file mode 100644
index 00000000..c71583c5
--- /dev/null
+++ b/include/internal/routines/level1/xcopy.h
@@ -0,0 +1,54 @@
+
+// =================================================================================================
+// 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 Xcopy routine. The precision is implemented using a template argument.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_ROUTINES_XCOPY_H_
+#define CLBLAST_ROUTINES_XCOPY_H_
+
+#include "internal/routine.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class Xcopy: public Routine<T> {
+ public:
+
+ // Members and methods from the base class
+ using Routine<T>::db_;
+ using Routine<T>::source_string_;
+ using Routine<T>::queue_;
+ using Routine<T>::GetProgramFromCache;
+ using Routine<T>::TestVectorX;
+ using Routine<T>::TestVectorY;
+ using Routine<T>::RunKernel;
+ using Routine<T>::ErrorIn;
+
+ // Constructor
+ Xcopy(Queue &queue, Event &event);
+
+ // Templated-precision implementation of the routine
+ StatusCode DoCopy(const size_t n,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
+ const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc);
+
+ private:
+ // Static variable to get the precision
+ const static Precision precision_;
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_ROUTINES_XCOPY_H_
+#endif
diff --git a/include/internal/routines/level1/xscal.h b/include/internal/routines/level1/xscal.h
new file mode 100644
index 00000000..0aa6059d
--- /dev/null
+++ b/include/internal/routines/level1/xscal.h
@@ -0,0 +1,52 @@
+
+// =================================================================================================
+// 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 Xscal routine. The precision is implemented using a template argument.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_ROUTINES_XSCAL_H_
+#define CLBLAST_ROUTINES_XSCAL_H_
+
+#include "internal/routine.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class Xscal: public Routine<T> {
+ public:
+
+ // Members and methods from the base class
+ using Routine<T>::db_;
+ using Routine<T>::source_string_;
+ using Routine<T>::queue_;
+ using Routine<T>::GetProgramFromCache;
+ using Routine<T>::TestVectorX;
+ using Routine<T>::RunKernel;
+ using Routine<T>::ErrorIn;
+
+ // Constructor
+ Xscal(Queue &queue, Event &event);
+
+ // Templated-precision implementation of the routine
+ StatusCode DoScal(const size_t n, const T alpha,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc);
+
+ private:
+ // Static variable to get the precision
+ const static Precision precision_;
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_ROUTINES_XSCAL_H_
+#endif
diff --git a/include/internal/routines/level1/xswap.h b/include/internal/routines/level1/xswap.h
new file mode 100644
index 00000000..3dabc62c
--- /dev/null
+++ b/include/internal/routines/level1/xswap.h
@@ -0,0 +1,54 @@
+
+// =================================================================================================
+// 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 Xswap routine. The precision is implemented using a template argument.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_ROUTINES_XSWAP_H_
+#define CLBLAST_ROUTINES_XSWAP_H_
+
+#include "internal/routine.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class Xswap: public Routine<T> {
+ public:
+
+ // Members and methods from the base class
+ using Routine<T>::db_;
+ using Routine<T>::source_string_;
+ using Routine<T>::queue_;
+ using Routine<T>::GetProgramFromCache;
+ using Routine<T>::TestVectorX;
+ using Routine<T>::TestVectorY;
+ using Routine<T>::RunKernel;
+ using Routine<T>::ErrorIn;
+
+ // Constructor
+ Xswap(Queue &queue, Event &event);
+
+ // Templated-precision implementation of the routine
+ StatusCode DoSwap(const size_t n,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
+ const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc);
+
+ private:
+ // Static variable to get the precision
+ const static Precision precision_;
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_ROUTINES_XSWAP_H_
+#endif
diff --git a/src/clblast.cc b/src/clblast.cc
index 12c7b880..c99ad7b1 100644
--- a/src/clblast.cc
+++ b/src/clblast.cc
@@ -18,6 +18,9 @@
#include "clblast.h"
// BLAS level-1 includes
+#include "internal/routines/level1/xswap.h"
+#include "internal/routines/level1/xscal.h"
+#include "internal/routines/level1/xcopy.h"
#include "internal/routines/level1/xaxpy.h"
// BLAS level-2 includes
@@ -40,41 +43,139 @@ namespace clblast {
// BLAS level-1 (vector-vector) routines
// =================================================================================================
+// SWAP
+template <typename T>
+StatusCode Swap(const size_t n,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ 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 = Xswap<T>(queue_cpp, event_cpp);
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+ return routine.DoSwap(n,
+ Buffer<T>(x_buffer), x_offset, x_inc,
+ Buffer<T>(y_buffer), y_offset, y_inc);
+}
+template StatusCode Swap<float>(const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Swap<double>(const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Swap<float2>(const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Swap<double2>(const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+
+// SCAL
+template <typename T>
+StatusCode Scal(const size_t n,
+ const T alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto queue_cpp = Queue(*queue);
+ auto event_cpp = Event(*event);
+ auto routine = Xscal<T>(queue_cpp, event_cpp);
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+ return routine.DoScal(n,
+ alpha,
+ Buffer<T>(x_buffer), x_offset, x_inc);
+}
+template StatusCode Scal<float>(const size_t,
+ const float,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Scal<double>(const size_t,
+ const double,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Scal<float2>(const size_t,
+ const float2,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Scal<double2>(const size_t,
+ const double2,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+
+// COPY
+template <typename T>
+StatusCode Copy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ 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 = Xcopy<T>(queue_cpp, event_cpp);
+ auto status = routine.SetUp();
+ if (status != StatusCode::kSuccess) { return status; }
+ return routine.DoCopy(n,
+ Buffer<T>(x_buffer), x_offset, x_inc,
+ Buffer<T>(y_buffer), y_offset, y_inc);
+}
+template StatusCode Copy<float>(const size_t,
+ const cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Copy<double>(const size_t,
+ const cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Copy<float2>(const size_t,
+ const cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Copy<double2>(const size_t,
+ const cl_mem, const size_t, const size_t,
+ cl_mem, const size_t, const size_t,
+ cl_command_queue* queue, cl_event* event);
+
// AXPY
template <typename T>
-StatusCode Axpy(const size_t n, const T alpha,
+StatusCode Axpy(const size_t n,
+ const T alpha,
const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
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 = Xaxpy<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.DoAxpy(n, alpha,
+ return routine.DoAxpy(n,
+ alpha,
Buffer<T>(x_buffer), x_offset, x_inc,
Buffer<T>(y_buffer), y_offset, y_inc);
}
-template StatusCode Axpy<float>(const size_t, const float,
+template StatusCode Axpy<float>(const size_t,
+ const float,
const cl_mem, const size_t, const size_t,
cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*);
-template StatusCode Axpy<double>(const size_t, const double,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Axpy<double>(const size_t,
+ const double,
const cl_mem, const size_t, const size_t,
cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*);
-template StatusCode Axpy<float2>(const size_t, const float2,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Axpy<float2>(const size_t,
+ const float2,
const cl_mem, const size_t, const size_t,
cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*);
-template StatusCode Axpy<double2>(const size_t, const double2,
+ cl_command_queue* queue, cl_event* event);
+template StatusCode Axpy<double2>(const size_t,
+ const double2,
const cl_mem, const size_t, const size_t,
cl_mem, const size_t, const size_t,
- cl_command_queue*, cl_event*);
+ cl_command_queue* queue, cl_event* event);
// =================================================================================================
// BLAS level-2 (matrix-vector) routines
diff --git a/src/clblast_c.cc b/src/clblast_c.cc
index 3b437aff..ab3994fb 100644
--- a/src/clblast_c.cc
+++ b/src/clblast_c.cc
@@ -19,10 +19,140 @@ extern "C" {
#include "clblast.h"
#include "internal/utilities.h"
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
// =================================================================================================
// BLAS level-1 (vector-vector) routines
// =================================================================================================
+// SWAP
+StatusCode CLBlastSswap(const size_t n,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Swap<float>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastDswap(const size_t n,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Swap<double>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastCswap(const size_t n,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Swap<float2>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastZswap(const size_t n,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Swap<double2>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+
+// SCAL
+StatusCode CLBlastSscal(const size_t n,
+ const float alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Scal(n,
+ alpha,
+ x_buffer, x_offset, x_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastDscal(const size_t n,
+ const double alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Scal(n,
+ alpha,
+ x_buffer, x_offset, x_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastCscal(const size_t n,
+ const cl_float2 alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Scal(n,
+ float2{alpha.s[0], alpha.s[1]},
+ x_buffer, x_offset, x_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastZscal(const size_t n,
+ const cl_double2 alpha,
+ cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Scal(n,
+ double2{alpha.s[0], alpha.s[1]},
+ x_buffer, x_offset, x_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+
+// COPY
+StatusCode CLBlastScopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Copy<float>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastDcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Copy<double>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastCcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Copy<float2>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+StatusCode CLBlastZcopy(const size_t n,
+ const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
+ cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
+ cl_command_queue* queue, cl_event* event) {
+ auto status = clblast::Copy<double2>(n,
+ x_buffer, x_offset, x_inc,
+ y_buffer, y_offset, y_inc,
+ queue, event);
+ return static_cast<StatusCode>(status);
+}
+
// AXPY
StatusCode CLBlastSaxpy(const size_t n,
const float alpha,
@@ -54,7 +184,7 @@ StatusCode CLBlastCaxpy(const size_t n,
cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
cl_command_queue* queue, cl_event* event) {
auto status = clblast::Axpy(n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
x_buffer, x_offset, x_inc,
y_buffer, y_offset, y_inc,
queue, event);
@@ -66,7 +196,7 @@ StatusCode CLBlastZaxpy(const size_t n,
cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
cl_command_queue* queue, cl_event* event) {
auto status = clblast::Axpy(n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
x_buffer, x_offset, x_inc,
y_buffer, y_offset, y_inc,
queue, event);
@@ -127,10 +257,10 @@ StatusCode CLBlastCgemv(const Layout layout, const Transpose a_transpose,
auto status = clblast::Gemv(static_cast<clblast::Layout>(layout),
static_cast<clblast::Transpose>(a_transpose),
m, n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
x_buffer, x_offset, x_inc,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
y_buffer, y_offset, y_inc,
queue, event);
return static_cast<StatusCode>(status);
@@ -146,10 +276,10 @@ StatusCode CLBlastZgemv(const Layout layout, const Transpose a_transpose,
auto status = clblast::Gemv(static_cast<clblast::Layout>(layout),
static_cast<clblast::Transpose>(a_transpose),
m, n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
x_buffer, x_offset, x_inc,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
y_buffer, y_offset, y_inc,
queue, event);
return static_cast<StatusCode>(status);
@@ -167,10 +297,10 @@ StatusCode CLBlastChemv(const Layout layout, const Triangle triangle,
auto status = clblast::Hemv(static_cast<clblast::Layout>(layout),
static_cast<clblast::Triangle>(triangle),
n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
x_buffer, x_offset, x_inc,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
y_buffer, y_offset, y_inc,
queue, event);
return static_cast<StatusCode>(status);
@@ -186,10 +316,10 @@ StatusCode CLBlastZhemv(const Layout layout, const Triangle triangle,
auto status = clblast::Hemv(static_cast<clblast::Layout>(layout),
static_cast<clblast::Triangle>(triangle),
n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
x_buffer, x_offset, x_inc,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
y_buffer, y_offset, y_inc,
queue, event);
return static_cast<StatusCode>(status);
@@ -292,10 +422,10 @@ StatusCode CLBlastCgemm(const Layout layout, const Transpose a_transpose, const
static_cast<clblast::Transpose>(a_transpose),
static_cast<clblast::Transpose>(b_transpose),
m, n, k,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -312,10 +442,10 @@ StatusCode CLBlastZgemm(const Layout layout, const Transpose a_transpose, const
static_cast<clblast::Transpose>(a_transpose),
static_cast<clblast::Transpose>(b_transpose),
m, n, k,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -374,10 +504,10 @@ StatusCode CLBlastCsymm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Side>(side),
static_cast<clblast::Triangle>(triangle),
m, n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -394,10 +524,10 @@ StatusCode CLBlastZsymm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Side>(side),
static_cast<clblast::Triangle>(triangle),
m, n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -416,10 +546,10 @@ StatusCode CLBlastChemm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Side>(side),
static_cast<clblast::Triangle>(triangle),
m, n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -436,10 +566,10 @@ StatusCode CLBlastZhemm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Side>(side),
static_cast<clblast::Triangle>(triangle),
m, n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -493,9 +623,9 @@ StatusCode CLBlastCsyrk(const Layout layout, const Triangle triangle, const Tran
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(a_transpose),
n, k,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -511,9 +641,9 @@ StatusCode CLBlastZsyrk(const Layout layout, const Triangle triangle, const Tran
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(a_transpose),
n, k,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -610,10 +740,10 @@ StatusCode CLBlastCsyr2k(const Layout layout, const Triangle triangle, const Tra
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(ab_transpose),
n, k,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::float2{beta.s[0], beta.s[1]},
+ float2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -630,10 +760,10 @@ StatusCode CLBlastZsyr2k(const Layout layout, const Triangle triangle, const Tra
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(ab_transpose),
n, k,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
- clblast::double2{beta.s[0], beta.s[1]},
+ double2{beta.s[0], beta.s[1]},
c_buffer, c_offset, c_ld,
queue, event);
return static_cast<StatusCode>(status);
@@ -652,7 +782,7 @@ StatusCode CLBlastCher2k(const Layout layout, const Triangle triangle, const Tra
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(ab_transpose),
n, k,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
beta,
@@ -672,7 +802,7 @@ StatusCode CLBlastZher2k(const Layout layout, const Triangle triangle, const Tra
static_cast<clblast::Triangle>(triangle),
static_cast<clblast::Transpose>(ab_transpose),
n, k,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
beta,
@@ -730,7 +860,7 @@ StatusCode CLBlastCtrmm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Transpose>(a_transpose),
static_cast<clblast::Diagonal>(diagonal),
m, n,
- clblast::float2{alpha.s[0], alpha.s[1]},
+ float2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
queue, event);
@@ -748,7 +878,7 @@ StatusCode CLBlastZtrmm(const Layout layout, const Side side, const Triangle tri
static_cast<clblast::Transpose>(a_transpose),
static_cast<clblast::Diagonal>(diagonal),
m, n,
- clblast::double2{alpha.s[0], alpha.s[1]},
+ double2{alpha.s[0], alpha.s[1]},
a_buffer, a_offset, a_ld,
b_buffer, b_offset, b_ld,
queue, event);
diff --git a/src/kernels/common.opencl b/src/kernels/common.opencl
index 12d63b99..8e71429e 100644
--- a/src/kernels/common.opencl
+++ b/src/kernels/common.opencl
@@ -109,12 +109,19 @@ R"(
#define SetToOne(a) a = ONE
#endif
-// Multiply two complex variables (used in the define below)
+// Multiply two complex variables (used in the defines below)
#if PRECISION == 3232 || PRECISION == 6464
#define MulReal(a, b) a.x*b.x - a.y*b.y
#define MulImag(a, b) a.x*b.y + a.y*b.x
#endif
+// The scalar multiply function
+#if PRECISION == 3232 || PRECISION == 6464
+ #define Multiply(c, a, b) c.x = MulReal(a,b); c.y = MulImag(a,b)
+#else
+ #define Multiply(c, a, b) c = a * b
+#endif
+
// The scalar multiply-add function
#if PRECISION == 3232 || PRECISION == 6464
#define MultiplyAdd(c, a, b) c.x += MulReal(a,b); c.y += MulImag(a,b)
diff --git a/src/kernels/level1/level1.opencl b/src/kernels/level1/level1.opencl
index 449a20a2..7e10426b 100644
--- a/src/kernels/level1/level1.opencl
+++ b/src/kernels/level1/level1.opencl
@@ -46,6 +46,48 @@ R"(
// =================================================================================================
+// The vectorized multiply function
+inline realV MultiplyVector(realV cvec, const real aval, const realV bvec) {
+ #if VW == 1
+ Multiply(cvec, aval, bvec);
+ #elif VW == 2
+ Multiply(cvec.x, aval, bvec.x);
+ Multiply(cvec.y, aval, bvec.y);
+ #elif VW == 4
+ Multiply(cvec.x, aval, bvec.x);
+ Multiply(cvec.y, aval, bvec.y);
+ Multiply(cvec.z, aval, bvec.z);
+ Multiply(cvec.w, aval, bvec.w);
+ #elif VW == 8
+ Multiply(cvec.s0, aval, bvec.s0);
+ Multiply(cvec.s1, aval, bvec.s1);
+ Multiply(cvec.s2, aval, bvec.s2);
+ Multiply(cvec.s3, aval, bvec.s3);
+ Multiply(cvec.s4, aval, bvec.s4);
+ Multiply(cvec.s5, aval, bvec.s5);
+ Multiply(cvec.s6, aval, bvec.s6);
+ Multiply(cvec.s7, aval, bvec.s7);
+ #elif VW == 16
+ Multiply(cvec.s0, aval, bvec.s0);
+ Multiply(cvec.s1, aval, bvec.s1);
+ Multiply(cvec.s2, aval, bvec.s2);
+ Multiply(cvec.s3, aval, bvec.s3);
+ Multiply(cvec.s4, aval, bvec.s4);
+ Multiply(cvec.s5, aval, bvec.s5);
+ Multiply(cvec.s6, aval, bvec.s6);
+ Multiply(cvec.s7, aval, bvec.s7);
+ Multiply(cvec.s8, aval, bvec.s8);
+ Multiply(cvec.s9, aval, bvec.s9);
+ Multiply(cvec.sA, aval, bvec.sA);
+ Multiply(cvec.sB, aval, bvec.sB);
+ Multiply(cvec.sC, aval, bvec.sC);
+ Multiply(cvec.sD, aval, bvec.sD);
+ Multiply(cvec.sE, aval, bvec.sE);
+ Multiply(cvec.sF, aval, bvec.sF);
+ #endif
+ return cvec;
+}
+
// The vectorized multiply-add function
inline realV MultiplyAddVector(realV cvec, const real aval, const realV bvec) {
#if VW == 1
diff --git a/src/kernels/level1/xaxpy.opencl b/src/kernels/level1/xaxpy.opencl
index 3d926d9e..1f1e8ce0 100644
--- a/src/kernels/level1/xaxpy.opencl
+++ b/src/kernels/level1/xaxpy.opencl
@@ -11,6 +11,8 @@
// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
// support vector data-types.
//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
// =================================================================================================
// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
@@ -38,8 +40,8 @@ __kernel void Xaxpy(const int n, const real alpha,
// dividable by 'VW', 'WGS' and 'WPT'.
__attribute__((reqd_work_group_size(WGS, 1, 1)))
__kernel void XaxpyFast(const int n, const real alpha,
- const __global realV* restrict xgm,
- __global realV* ygm) {
+ const __global realV* restrict xgm,
+ __global realV* ygm) {
#pragma unroll
for (int w=0; w<WPT; ++w) {
const int id = w*get_global_size(0) + get_global_id(0);
diff --git a/src/kernels/level1/xcopy.opencl b/src/kernels/level1/xcopy.opencl
new file mode 100644
index 00000000..97c27ccf
--- /dev/null
+++ b/src/kernels/level1/xcopy.opencl
@@ -0,0 +1,57 @@
+
+// =================================================================================================
+// 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 contains the Xcopy kernel. It contains one fast vectorized version in case of unit
+// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
+// support vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xcopy(const int n,
+ const __global real* restrict xgm, const int x_offset, const int x_inc,
+ __global real* ygm, const int y_offset, const int y_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ ygm[id*y_inc + y_offset] = xgm[id*x_inc + x_offset];
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XcopyFast(const int n,
+ const __global realV* restrict xgm,
+ __global realV* ygm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ ygm[id] = xgm[id];
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================
diff --git a/src/kernels/level1/xscal.opencl b/src/kernels/level1/xscal.opencl
new file mode 100644
index 00000000..956de3c0
--- /dev/null
+++ b/src/kernels/level1/xscal.opencl
@@ -0,0 +1,59 @@
+
+// =================================================================================================
+// 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 contains the Xscal kernel. It contains one fast vectorized version in case of unit
+// strides (incx=1) and no offsets (offx=0). Another version is more general, but doesn't support
+// vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xscal(const int n, const real alpha,
+ __global real* xgm, const int x_offset, const int x_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ real result;
+ Multiply(result, alpha, xgm[id*x_inc + x_offset]);
+ xgm[id*x_inc + x_offset] = result;
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XscalFast(const int n, const real alpha,
+ __global realV* xgm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ realV result;
+ result = MultiplyVector(result, alpha, xgm[id]);
+ xgm[id] = result;
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================
diff --git a/src/kernels/level1/xswap.opencl b/src/kernels/level1/xswap.opencl
new file mode 100644
index 00000000..f6487b58
--- /dev/null
+++ b/src/kernels/level1/xswap.opencl
@@ -0,0 +1,61 @@
+
+// =================================================================================================
+// 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 contains the Xswap kernel. It contains one fast vectorized version in case of unit
+// strides (incx=incy=1) and no offsets (offx=offy=0). Another version is more general, but doesn't
+// support vector data-types.
+//
+// This kernel uses the level-1 BLAS common tuning parameters.
+//
+// =================================================================================================
+
+// Enables loading of this file using the C++ pre-processor's #include (C++11 standard raw string
+// literal). Comment-out this line for syntax-highlighting when developing.
+R"(
+
+// =================================================================================================
+
+// Full version of the kernel with offsets and strided accesses
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void Xswap(const int n,
+ __global real* xgm, const int x_offset, const int x_inc,
+ __global real* ygm, const int y_offset, const int y_inc) {
+
+ // Loops over the work that needs to be done (allows for an arbitrary number of threads)
+ #pragma unroll
+ for (int id = get_global_id(0); id<n; id += get_global_size(0)) {
+ real temp = xgm[id*x_inc + x_offset];
+ xgm[id*x_inc + x_offset] = ygm[id*y_inc + y_offset];
+ ygm[id*y_inc + y_offset] = temp;
+ }
+}
+
+// =================================================================================================
+
+// Faster version of the kernel without offsets and strided accesses. Also assumes that 'n' is
+// dividable by 'VW', 'WGS' and 'WPT'.
+__attribute__((reqd_work_group_size(WGS, 1, 1)))
+__kernel void XswapFast(const int n,
+ __global realV* xgm,
+ __global realV* ygm) {
+ #pragma unroll
+ for (int w=0; w<WPT; ++w) {
+ const int id = w*get_global_size(0) + get_global_id(0);
+ realV temp = xgm[id];
+ xgm[id] = ygm[id];
+ ygm[id] = temp;
+ }
+}
+
+// =================================================================================================
+
+// End of the C++11 raw string literal
+)"
+
+// =================================================================================================
diff --git a/src/routines/level1/xcopy.cc b/src/routines/level1/xcopy.cc
new file mode 100644
index 00000000..52e029b9
--- /dev/null
+++ b/src/routines/level1/xcopy.cc
@@ -0,0 +1,117 @@
+
+// =================================================================================================
+// 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 Xcopy class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level1/xcopy.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Specific implementations to get the memory-type based on a template argument
+template <> const Precision Xcopy<float>::precision_ = Precision::kSingle;
+template <> const Precision Xcopy<double>::precision_ = Precision::kDouble;
+template <> const Precision Xcopy<float2>::precision_ = Precision::kComplexSingle;
+template <> const Precision Xcopy<double2>::precision_ = Precision::kComplexDouble;
+
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xcopy<T>::Xcopy(Queue &queue, Event &event):
+ Routine<T>(queue, event, "COPY", {"Xaxpy"}, precision_) {
+ source_string_ =
+ #include "../../kernels/level1/level1.opencl"
+ #include "../../kernels/level1/xcopy.opencl"
+ ;
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xcopy<T>::DoCopy(const size_t n,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
+ 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; }
+
+ // Tests the vectors for validity
+ auto status = TestVectorX(n, 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; }
+
+ // Determines whether or not the fast-version can be used
+ bool use_fast_kernel = (x_offset == 0) && (x_inc == 1) &&
+ (y_offset == 0) && (y_inc == 1) &&
+ IsMultiple(n, db_["WGS"]*db_["WPT"]*db_["VW"]);
+
+ // If possible, run the fast-version of the kernel
+ auto kernel_name = (use_fast_kernel) ? "XcopyFast" : "Xcopy";
+
+ // Retrieves the Xcopy kernel from the compiled binary
+ try {
+ auto& program = GetProgramFromCache();
+ auto kernel = Kernel(program, kernel_name);
+
+ // Sets the kernel arguments
+ if (use_fast_kernel) {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, x_buffer());
+ kernel.SetArgument(2, y_buffer());
+ }
+ else {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, x_buffer());
+ kernel.SetArgument(2, static_cast<int>(x_offset));
+ kernel.SetArgument(3, static_cast<int>(x_inc));
+ kernel.SetArgument(4, y_buffer());
+ kernel.SetArgument(5, static_cast<int>(y_offset));
+ kernel.SetArgument(6, static_cast<int>(y_inc));
+ }
+
+ // Launches the kernel
+ if (use_fast_kernel) {
+ auto global = std::vector<size_t>{CeilDiv(n, db_["WPT"]*db_["VW"])};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ status = RunKernel(kernel, global, local);
+ }
+ else {
+ auto n_ceiled = Ceil(n, db_["WGS"]*db_["WPT"]);
+ auto global = std::vector<size_t>{n_ceiled/db_["WPT"]};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ 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 Xcopy<float>;
+template class Xcopy<double>;
+template class Xcopy<float2>;
+template class Xcopy<double2>;
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/routines/level1/xscal.cc b/src/routines/level1/xscal.cc
new file mode 100644
index 00000000..13e1080c
--- /dev/null
+++ b/src/routines/level1/xscal.cc
@@ -0,0 +1,111 @@
+
+// =================================================================================================
+// 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 Xscal class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level1/xscal.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Specific implementations to get the memory-type based on a template argument
+template <> const Precision Xscal<float>::precision_ = Precision::kSingle;
+template <> const Precision Xscal<double>::precision_ = Precision::kDouble;
+template <> const Precision Xscal<float2>::precision_ = Precision::kComplexSingle;
+template <> const Precision Xscal<double2>::precision_ = Precision::kComplexDouble;
+
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xscal<T>::Xscal(Queue &queue, Event &event):
+ Routine<T>(queue, event, "SCAL", {"Xaxpy"}, precision_) {
+ source_string_ =
+ #include "../../kernels/level1/level1.opencl"
+ #include "../../kernels/level1/xscal.opencl"
+ ;
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xscal<T>::DoScal(const size_t n, const T alpha,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc) {
+
+ // Makes sure all dimensions are larger than zero
+ if (n == 0) { return StatusCode::kInvalidDimension; }
+
+ // Tests the vector for validity
+ auto status = TestVectorX(n, x_buffer, x_offset, x_inc, sizeof(T));
+ if (ErrorIn(status)) { return status; }
+
+ // Determines whether or not the fast-version can be used
+ bool use_fast_kernel = (x_offset == 0) && (x_inc == 1) &&
+ IsMultiple(n, db_["WGS"]*db_["WPT"]*db_["VW"]);
+
+ // If possible, run the fast-version of the kernel
+ auto kernel_name = (use_fast_kernel) ? "XscalFast" : "Xscal";
+
+ // Retrieves the Xscal kernel from the compiled binary
+ try {
+ auto& program = GetProgramFromCache();
+ auto kernel = Kernel(program, kernel_name);
+
+ // Sets the kernel arguments
+ if (use_fast_kernel) {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, alpha);
+ kernel.SetArgument(2, x_buffer());
+ }
+ else {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, alpha);
+ kernel.SetArgument(2, x_buffer());
+ kernel.SetArgument(3, static_cast<int>(x_offset));
+ kernel.SetArgument(4, static_cast<int>(x_inc));
+ }
+
+ // Launches the kernel
+ if (use_fast_kernel) {
+ auto global = std::vector<size_t>{CeilDiv(n, db_["WPT"]*db_["VW"])};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ status = RunKernel(kernel, global, local);
+ }
+ else {
+ auto n_ceiled = Ceil(n, db_["WGS"]*db_["WPT"]);
+ auto global = std::vector<size_t>{n_ceiled/db_["WPT"]};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ 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 Xscal<float>;
+template class Xscal<double>;
+template class Xscal<float2>;
+template class Xscal<double2>;
+
+// =================================================================================================
+} // namespace clblast
diff --git a/src/routines/level1/xswap.cc b/src/routines/level1/xswap.cc
new file mode 100644
index 00000000..b22b3bdb
--- /dev/null
+++ b/src/routines/level1/xswap.cc
@@ -0,0 +1,117 @@
+
+// =================================================================================================
+// 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 Xswap class (see the header for information about the class).
+//
+// =================================================================================================
+
+#include "internal/routines/level1/xswap.h"
+
+#include <string>
+#include <vector>
+
+namespace clblast {
+// =================================================================================================
+
+// Specific implementations to get the memory-type based on a template argument
+template <> const Precision Xswap<float>::precision_ = Precision::kSingle;
+template <> const Precision Xswap<double>::precision_ = Precision::kDouble;
+template <> const Precision Xswap<float2>::precision_ = Precision::kComplexSingle;
+template <> const Precision Xswap<double2>::precision_ = Precision::kComplexDouble;
+
+// =================================================================================================
+
+// Constructor: forwards to base class constructor
+template <typename T>
+Xswap<T>::Xswap(Queue &queue, Event &event):
+ Routine<T>(queue, event, "SWAP", {"Xaxpy"}, precision_) {
+ source_string_ =
+ #include "../../kernels/level1/level1.opencl"
+ #include "../../kernels/level1/xswap.opencl"
+ ;
+}
+
+// =================================================================================================
+
+// The main routine
+template <typename T>
+StatusCode Xswap<T>::DoSwap(const size_t n,
+ const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
+ 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; }
+
+ // Tests the vectors for validity
+ auto status = TestVectorX(n, 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; }
+
+ // Determines whether or not the fast-version can be used
+ bool use_fast_kernel = (x_offset == 0) && (x_inc == 1) &&
+ (y_offset == 0) && (y_inc == 1) &&
+ IsMultiple(n, db_["WGS"]*db_["WPT"]*db_["VW"]);
+
+ // If possible, run the fast-version of the kernel
+ auto kernel_name = (use_fast_kernel) ? "XswapFast" : "Xswap";
+
+ // Retrieves the Xswap kernel from the compiled binary
+ try {
+ auto& program = GetProgramFromCache();
+ auto kernel = Kernel(program, kernel_name);
+
+ // Sets the kernel arguments
+ if (use_fast_kernel) {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, x_buffer());
+ kernel.SetArgument(2, y_buffer());
+ }
+ else {
+ kernel.SetArgument(0, static_cast<int>(n));
+ kernel.SetArgument(1, x_buffer());
+ kernel.SetArgument(2, static_cast<int>(x_offset));
+ kernel.SetArgument(3, static_cast<int>(x_inc));
+ kernel.SetArgument(4, y_buffer());
+ kernel.SetArgument(5, static_cast<int>(y_offset));
+ kernel.SetArgument(6, static_cast<int>(y_inc));
+ }
+
+ // Launches the kernel
+ if (use_fast_kernel) {
+ auto global = std::vector<size_t>{CeilDiv(n, db_["WPT"]*db_["VW"])};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ status = RunKernel(kernel, global, local);
+ }
+ else {
+ auto n_ceiled = Ceil(n, db_["WGS"]*db_["WPT"]);
+ auto global = std::vector<size_t>{n_ceiled/db_["WPT"]};
+ auto local = std::vector<size_t>{db_["WGS"]};
+ 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 Xswap<float>;
+template class Xswap<double>;
+template class Xswap<float2>;
+template class Xswap<double2>;
+
+// =================================================================================================
+} // namespace clblast
diff --git a/test/correctness/routines/level1/xcopy.cc b/test/correctness/routines/level1/xcopy.cc
new file mode 100644
index 00000000..8a06a722
--- /dev/null
+++ b/test/correctness/routines/level1/xcopy.cc
@@ -0,0 +1,32 @@
+
+// =================================================================================================
+// 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 tests for the Xcopy routine.
+//
+// =================================================================================================
+
+#include "correctness/testblas.h"
+#include "routines/level1/xcopy.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ clblast::RunTests<clblast::TestXcopy<float>, float, float>(argc, argv, false, "SCOPY");
+ clblast::RunTests<clblast::TestXcopy<double>, double, double>(argc, argv, true, "DCOPY");
+ clblast::RunTests<clblast::TestXcopy<float2>, float2, float2>(argc, argv, true, "CCOPY");
+ clblast::RunTests<clblast::TestXcopy<double2>, double2, double2>(argc, argv, true, "ZCOPY");
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/correctness/routines/level1/xscal.cc b/test/correctness/routines/level1/xscal.cc
new file mode 100644
index 00000000..ceb1b7cd
--- /dev/null
+++ b/test/correctness/routines/level1/xscal.cc
@@ -0,0 +1,32 @@
+
+// =================================================================================================
+// 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 tests for the Xscal routine.
+//
+// =================================================================================================
+
+#include "correctness/testblas.h"
+#include "routines/level1/xscal.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ clblast::RunTests<clblast::TestXscal<float>, float, float>(argc, argv, false, "SSCAL");
+ clblast::RunTests<clblast::TestXscal<double>, double, double>(argc, argv, true, "DSCAL");
+ clblast::RunTests<clblast::TestXscal<float2>, float2, float2>(argc, argv, true, "CSCAL");
+ clblast::RunTests<clblast::TestXscal<double2>, double2, double2>(argc, argv, true, "ZSCAL");
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/correctness/routines/level1/xswap.cc b/test/correctness/routines/level1/xswap.cc
new file mode 100644
index 00000000..140ccf24
--- /dev/null
+++ b/test/correctness/routines/level1/xswap.cc
@@ -0,0 +1,32 @@
+
+// =================================================================================================
+// 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 tests for the Xswap routine.
+//
+// =================================================================================================
+
+#include "correctness/testblas.h"
+#include "routines/level1/xswap.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ clblast::RunTests<clblast::TestXswap<float>, float, float>(argc, argv, false, "SSWAP");
+ clblast::RunTests<clblast::TestXswap<double>, double, double>(argc, argv, true, "DSWAP");
+ clblast::RunTests<clblast::TestXswap<float2>, float2, float2>(argc, argv, true, "CSWAP");
+ clblast::RunTests<clblast::TestXswap<double2>, double2, double2>(argc, argv, true, "ZSWAP");
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/performance/routines/level1/xcopy.cc b/test/performance/routines/level1/xcopy.cc
new file mode 100644
index 00000000..70b6b348
--- /dev/null
+++ b/test/performance/routines/level1/xcopy.cc
@@ -0,0 +1,40 @@
+
+// =================================================================================================
+// 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 Xcopy command-line interface performance tester.
+//
+// =================================================================================================
+
+#include "performance/client.h"
+#include "routines/level1/xcopy.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ switch(clblast::GetPrecision(argc, argv)) {
+ case clblast::Precision::kHalf:
+ throw std::runtime_error("Unsupported precision mode");
+ case clblast::Precision::kSingle:
+ clblast::RunClient<clblast::TestXcopy<float>, float, float>(argc, argv); break;
+ case clblast::Precision::kDouble:
+ clblast::RunClient<clblast::TestXcopy<double>, double, double>(argc, argv); break;
+ case clblast::Precision::kComplexSingle:
+ clblast::RunClient<clblast::TestXcopy<float2>, float2, float2>(argc, argv); break;
+ case clblast::Precision::kComplexDouble:
+ clblast::RunClient<clblast::TestXcopy<double2>, double2, double2>(argc, argv); break;
+ }
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/performance/routines/level1/xscal.cc b/test/performance/routines/level1/xscal.cc
new file mode 100644
index 00000000..3963ba3a
--- /dev/null
+++ b/test/performance/routines/level1/xscal.cc
@@ -0,0 +1,40 @@
+
+// =================================================================================================
+// 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 Xscal command-line interface performance tester.
+//
+// =================================================================================================
+
+#include "performance/client.h"
+#include "routines/level1/xscal.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ switch(clblast::GetPrecision(argc, argv)) {
+ case clblast::Precision::kHalf:
+ throw std::runtime_error("Unsupported precision mode");
+ case clblast::Precision::kSingle:
+ clblast::RunClient<clblast::TestXscal<float>, float, float>(argc, argv); break;
+ case clblast::Precision::kDouble:
+ clblast::RunClient<clblast::TestXscal<double>, double, double>(argc, argv); break;
+ case clblast::Precision::kComplexSingle:
+ clblast::RunClient<clblast::TestXscal<float2>, float2, float2>(argc, argv); break;
+ case clblast::Precision::kComplexDouble:
+ clblast::RunClient<clblast::TestXscal<double2>, double2, double2>(argc, argv); break;
+ }
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/performance/routines/level1/xswap.cc b/test/performance/routines/level1/xswap.cc
new file mode 100644
index 00000000..94f271ee
--- /dev/null
+++ b/test/performance/routines/level1/xswap.cc
@@ -0,0 +1,40 @@
+
+// =================================================================================================
+// 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 Xswap command-line interface performance tester.
+//
+// =================================================================================================
+
+#include "performance/client.h"
+#include "routines/level1/xswap.h"
+
+// =================================================================================================
+
+// Shortcuts to the clblast namespace
+using float2 = clblast::float2;
+using double2 = clblast::double2;
+
+// Main function (not within the clblast namespace)
+int main(int argc, char *argv[]) {
+ switch(clblast::GetPrecision(argc, argv)) {
+ case clblast::Precision::kHalf:
+ throw std::runtime_error("Unsupported precision mode");
+ case clblast::Precision::kSingle:
+ clblast::RunClient<clblast::TestXswap<float>, float, float>(argc, argv); break;
+ case clblast::Precision::kDouble:
+ clblast::RunClient<clblast::TestXswap<double>, double, double>(argc, argv); break;
+ case clblast::Precision::kComplexSingle:
+ clblast::RunClient<clblast::TestXswap<float2>, float2, float2>(argc, argv); break;
+ case clblast::Precision::kComplexDouble:
+ clblast::RunClient<clblast::TestXswap<double2>, double2, double2>(argc, argv); break;
+ }
+ return 0;
+}
+
+// =================================================================================================
diff --git a/test/routines/level1/xcopy.h b/test/routines/level1/xcopy.h
new file mode 100644
index 00000000..8d324d88
--- /dev/null
+++ b/test/routines/level1/xcopy.h
@@ -0,0 +1,117 @@
+
+// =================================================================================================
+// 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 a class with static methods to describe the Xcopy routine. Examples of
+// such 'descriptions' are how to calculate the size a of buffer or how to run the routine. These
+// static methods are used by the correctness tester and the performance tester.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_TEST_ROUTINES_XCOPY_H_
+#define CLBLAST_TEST_ROUTINES_XCOPY_H_
+
+#include <vector>
+#include <string>
+
+#include "wrapper_clblas.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class TestXcopy {
+ public:
+
+ // The BLAS level: 1, 2, or 3
+ static size_t BLASLevel() { return 1; }
+
+ // The list of arguments relevant for this routine
+ static std::vector<std::string> GetOptions() {
+ return {kArgN,
+ kArgXInc, kArgYInc,
+ kArgXOffset, kArgYOffset};
+ }
+
+ // Describes how to obtain the sizes of the buffers
+ static size_t GetSizeX(const Arguments<T> &args) {
+ return args.n * args.x_inc + args.x_offset;
+ }
+ static size_t GetSizeY(const Arguments<T> &args) {
+ return args.n * args.y_inc + args.y_offset;
+ }
+
+ // Describes how to set the sizes of all the buffers
+ static void SetSizes(Arguments<T> &args) {
+ args.x_size = GetSizeX(args);
+ args.y_size = GetSizeY(args);
+ }
+
+ // Describes what the default values of the leading dimensions of the matrices are
+ static size_t DefaultLDA(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDB(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDC(const Arguments<T> &) { return 1; } // N/A for this routine
+
+ // Describes which transpose options are relevant for this routine
+ using Transposes = std::vector<Transpose>;
+ static Transposes GetATransposes(const Transposes &) { return {}; } // N/A for this routine
+ static Transposes GetBTransposes(const Transposes &) { return {}; } // N/A for this routine
+
+ // Describes how to run the CLBlast routine
+ static StatusCode RunRoutine(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = Copy<T>(args.n,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ buffers.y_vec(), args.y_offset, args.y_inc,
+ &queue_plain, &event);
+ clWaitForEvents(1, &event);
+ return status;
+ }
+
+ // Describes how to run the clBLAS routine (for correctness/performance comparison)
+ static StatusCode RunReference(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = clblasXcopy<T>(args.n,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ buffers.y_vec(), args.y_offset, args.y_inc,
+ 1, &queue_plain, 0, nullptr, &event);
+ clWaitForEvents(1, &event);
+ return static_cast<StatusCode>(status);
+ }
+
+ // Describes how to download the results of the computation (more importantly: which buffer)
+ static std::vector<T> DownloadResult(const Arguments<T> &args, Buffers<T> &buffers, Queue &queue) {
+ std::vector<T> result(args.y_size, static_cast<T>(0));
+ buffers.y_vec.Read(queue, args.y_size, result);
+ return result;
+ }
+
+ // Describes how to compute the indices of the result buffer
+ static size_t ResultID1(const Arguments<T> &args) { return args.n; }
+ static size_t ResultID2(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t GetResultIndex(const Arguments<T> &args, const size_t id1, const size_t) {
+ return id1*args.y_inc + args.y_offset;
+ }
+
+ // Describes how to compute performance metrics
+ static size_t GetFlops(const Arguments<T> &args) {
+ return 1 * args.n;
+ }
+ static size_t GetBytes(const Arguments<T> &args) {
+ return (2 * args.n) * sizeof(T);
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_TEST_ROUTINES_XCOPY_H_
+#endif
diff --git a/test/routines/level1/xscal.h b/test/routines/level1/xscal.h
new file mode 100644
index 00000000..d990afcc
--- /dev/null
+++ b/test/routines/level1/xscal.h
@@ -0,0 +1,112 @@
+
+// =================================================================================================
+// 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 a class with static methods to describe the Xscal routine. Examples of
+// such 'descriptions' are how to calculate the size a of buffer or how to run the routine. These
+// static methods are used by the correctness tester and the performance tester.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_TEST_ROUTINES_XSCAL_H_
+#define CLBLAST_TEST_ROUTINES_XSCAL_H_
+
+#include <vector>
+#include <string>
+
+#include "wrapper_clblas.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class TestXscal {
+ public:
+
+ // The BLAS level: 1, 2, or 3
+ static size_t BLASLevel() { return 1; }
+
+ // The list of arguments relevant for this routine
+ static std::vector<std::string> GetOptions() {
+ return {kArgN,
+ kArgXInc,
+ kArgXOffset,
+ kArgAlpha};
+ }
+
+ // Describes how to obtain the sizes of the buffers
+ static size_t GetSizeX(const Arguments<T> &args) {
+ return args.n * args.x_inc + args.x_offset;
+ }
+
+ // Describes how to set the sizes of all the buffers
+ static void SetSizes(Arguments<T> &args) {
+ args.x_size = GetSizeX(args);
+ }
+
+ // Describes what the default values of the leading dimensions of the matrices are
+ static size_t DefaultLDA(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDB(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDC(const Arguments<T> &) { return 1; } // N/A for this routine
+
+ // Describes which transpose options are relevant for this routine
+ using Transposes = std::vector<Transpose>;
+ static Transposes GetATransposes(const Transposes &) { return {}; } // N/A for this routine
+ static Transposes GetBTransposes(const Transposes &) { return {}; } // N/A for this routine
+
+ // Describes how to run the CLBlast routine
+ static StatusCode RunRoutine(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = Scal(args.n, args.alpha,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ &queue_plain, &event);
+ clWaitForEvents(1, &event);
+ return status;
+ }
+
+ // Describes how to run the clBLAS routine (for correctness/performance comparison)
+ static StatusCode RunReference(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = clblasXscal(args.n, args.alpha,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ 1, &queue_plain, 0, nullptr, &event);
+ clWaitForEvents(1, &event);
+ return static_cast<StatusCode>(status);
+ }
+
+ // Describes how to download the results of the computation (more importantly: which buffer)
+ static std::vector<T> DownloadResult(const Arguments<T> &args, Buffers<T> &buffers, Queue &queue) {
+ std::vector<T> result(args.x_size, static_cast<T>(0));
+ buffers.x_vec.Read(queue, args.x_size, result);
+ return result;
+ }
+
+ // Describes how to compute the indices of the result buffer
+ static size_t ResultID1(const Arguments<T> &args) { return args.n; }
+ static size_t ResultID2(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t GetResultIndex(const Arguments<T> &args, const size_t id1, const size_t) {
+ return id1*args.x_inc + args.x_offset;
+ }
+
+ // Describes how to compute performance metrics
+ static size_t GetFlops(const Arguments<T> &args) {
+ return args.n;
+ }
+ static size_t GetBytes(const Arguments<T> &args) {
+ return (2 * args.n) * sizeof(T);
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_TEST_ROUTINES_XSCAL_H_
+#endif
diff --git a/test/routines/level1/xswap.h b/test/routines/level1/xswap.h
new file mode 100644
index 00000000..2096a2c3
--- /dev/null
+++ b/test/routines/level1/xswap.h
@@ -0,0 +1,118 @@
+
+// =================================================================================================
+// 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 a class with static methods to describe the Xswap routine. Examples of
+// such 'descriptions' are how to calculate the size a of buffer or how to run the routine. These
+// static methods are used by the correctness tester and the performance tester.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_TEST_ROUTINES_XSWAP_H_
+#define CLBLAST_TEST_ROUTINES_XSWAP_H_
+
+#include <vector>
+#include <string>
+
+#include "wrapper_clblas.h"
+
+namespace clblast {
+// =================================================================================================
+
+// See comment at top of file for a description of the class
+template <typename T>
+class TestXswap {
+ public:
+
+ // The BLAS level: 1, 2, or 3
+ static size_t BLASLevel() { return 1; }
+
+ // The list of arguments relevant for this routine
+ static std::vector<std::string> GetOptions() {
+ return {kArgN,
+ kArgXInc, kArgYInc,
+ kArgXOffset, kArgYOffset};
+ }
+
+ // Describes how to obtain the sizes of the buffers
+ static size_t GetSizeX(const Arguments<T> &args) {
+ return args.n * args.x_inc + args.x_offset;
+ }
+ static size_t GetSizeY(const Arguments<T> &args) {
+ return args.n * args.y_inc + args.y_offset;
+ }
+
+ // Describes how to set the sizes of all the buffers
+ static void SetSizes(Arguments<T> &args) {
+ args.x_size = GetSizeX(args);
+ args.y_size = GetSizeY(args);
+ }
+
+ // Describes what the default values of the leading dimensions of the matrices are
+ static size_t DefaultLDA(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDB(const Arguments<T> &) { return 1; } // N/A for this routine
+ static size_t DefaultLDC(const Arguments<T> &) { return 1; } // N/A for this routine
+
+ // Describes which transpose options are relevant for this routine
+ using Transposes = std::vector<Transpose>;
+ static Transposes GetATransposes(const Transposes &) { return {}; } // N/A for this routine
+ static Transposes GetBTransposes(const Transposes &) { return {}; } // N/A for this routine
+
+ // Describes how to run the CLBlast routine
+ static StatusCode RunRoutine(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = Swap<T>(args.n,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ buffers.y_vec(), args.y_offset, args.y_inc,
+ &queue_plain, &event);
+ clWaitForEvents(1, &event);
+ return status;
+ }
+
+ // Describes how to run the clBLAS routine (for correctness/performance comparison)
+ static StatusCode RunReference(const Arguments<T> &args, const Buffers<T> &buffers, Queue &queue) {
+ auto queue_plain = queue();
+ auto event = cl_event{};
+ auto status = clblasXswap<T>(args.n,
+ buffers.x_vec(), args.x_offset, args.x_inc,
+ buffers.y_vec(), args.y_offset, args.y_inc,
+ 1, &queue_plain, 0, nullptr, &event);
+ clWaitForEvents(1, &event);
+ return static_cast<StatusCode>(status);
+ }
+
+ // Describes how to download the results of the computation (more importantly: which buffer)
+ static std::vector<T> DownloadResult(const Arguments<T> &args, Buffers<T> &buffers, Queue &queue) {
+ std::vector<T> result(args.x_size + args.y_size, static_cast<T>(0));
+ buffers.x_vec.Read(queue, args.x_size, &result[0]);
+ buffers.y_vec.Read(queue, args.y_size, &result[args.x_size]);
+ return result;
+ }
+
+ // Describes how to compute the indices of the result buffer
+ static size_t ResultID1(const Arguments<T> &args) { return args.n; }
+ static size_t ResultID2(const Arguments<T> &) { return 2; } // x_vec and y_vec
+ static size_t GetResultIndex(const Arguments<T> &args, const size_t id1, const size_t id2) {
+ return (id2 == 0) ? id1*args.x_inc + args.x_offset : id1*args.y_inc + args.y_offset;
+ }
+
+ // Describes how to compute performance metrics
+ static size_t GetFlops(const Arguments<T> &args) {
+ return args.n;
+ }
+ static size_t GetBytes(const Arguments<T> &args) {
+ return (2 * args.n) * sizeof(T);
+ }
+};
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_TEST_ROUTINES_XSWAP_H_
+#endif
diff --git a/test/wrapper_clblas.h b/test/wrapper_clblas.h
index 86810fa2..e17fae76 100644
--- a/test/wrapper_clblas.h
+++ b/test/wrapper_clblas.h
@@ -23,6 +23,150 @@ namespace clblast {
// =================================================================================================
// BLAS level-1 (vector-vector) routines
+// Calls {clblasSswap, clblasDswap, clblasCswap, clblasZswap} with the arguments forwarded.
+template <typename T> clblasStatus clblasXswap(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events);
+template <> clblasStatus clblasXswap<float>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasSswap(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXswap<double>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasDswap(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXswap<float2>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasCswap(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXswap<double2>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasZswap(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+
+// Calls {clblasSscal, clblasDscal, clblasCscal, clblasZscal} with the arguments forwarded.
+clblasStatus clblasXscal(
+ size_t n, float alpha,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasSscal(n, alpha,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+clblasStatus clblasXscal(
+ size_t n, double alpha,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasDscal(n, alpha,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+clblasStatus clblasXscal(
+ size_t n, float2 alpha,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ auto cl_alpha = cl_float2{{alpha.real(), alpha.imag()}};
+ return clblasCscal(n, cl_alpha,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+clblasStatus clblasXscal(
+ size_t n, double2 alpha,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ auto cl_alpha = cl_double2{{alpha.real(), alpha.imag()}};
+ return clblasZscal(n, cl_alpha,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+
+// Calls {clblasScopy, clblasDcopy, clblasCcopy, clblasZcopy} with the arguments forwarded.
+template <typename T> clblasStatus clblasXcopy(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events);
+template <> clblasStatus clblasXcopy<float>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasScopy(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXcopy<double>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasDcopy(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXcopy<float2>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasCcopy(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+template <> clblasStatus clblasXcopy<double2>(
+ size_t n,
+ const cl_mem x_vec, size_t x_offset, size_t x_inc,
+ const cl_mem y_vec, size_t y_offset, size_t y_inc,
+ cl_uint num_queues, cl_command_queue *queues,
+ cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
+ return clblasZcopy(n,
+ x_vec, x_offset, static_cast<int>(x_inc),
+ y_vec, y_offset, static_cast<int>(y_inc),
+ num_queues, queues, num_wait_events, wait_events, events);
+}
+
// Calls {clblasSaxpy, clblasDaxpy, clblasCaxpy, clblasZaxpy} with the arguments forwarded.
clblasStatus clblasXaxpy(
size_t n, float alpha,