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Merge pull request #19 from CNugteren/basic_level2_routines
Level-2 routines: HEMV and SYMV
This commit is contained in:
commit
e4aa4519c2
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@ -2,6 +2,9 @@
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Development version (next release)
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Development version (next release)
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- Now using the Claduc C++11 interface to OpenCL
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- Now using the Claduc C++11 interface to OpenCL
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- Removed clBLAS sources, it should now be installed separately for testing
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- Removed clBLAS sources, it should now be installed separately for testing
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- Added level-2 routines:
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* CHEMV/ZHEMV
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* SSYMV/DSYMV
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Version 0.3.0
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Version 0.3.0
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- Re-organized test/client infrastructure to avoid code duplication
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- Re-organized test/client infrastructure to avoid code duplication
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@ -105,7 +105,7 @@ include_directories(${clblast_SOURCE_DIR}/include ${OPENCL_INCLUDE_DIRS})
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set(KERNELS copy pad transpose padtranspose xaxpy xgemv xgemm)
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set(KERNELS copy pad transpose padtranspose xaxpy xgemv xgemm)
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set(SAMPLE_PROGRAMS sgemm)
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set(SAMPLE_PROGRAMS sgemm)
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set(LEVEL1_ROUTINES xaxpy)
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set(LEVEL1_ROUTINES xaxpy)
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set(LEVEL2_ROUTINES xgemv)
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set(LEVEL2_ROUTINES xgemv xhemv xsymv)
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set(LEVEL3_ROUTINES xgemm xsymm xhemm xsyrk xherk xsyr2k xher2k xtrmm)
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set(LEVEL3_ROUTINES xgemm xsymm xhemm xsyrk xherk xsyr2k xher2k xtrmm)
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set(ROUTINES ${LEVEL1_ROUTINES} ${LEVEL2_ROUTINES} ${LEVEL3_ROUTINES})
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set(ROUTINES ${LEVEL1_ROUTINES} ${LEVEL2_ROUTINES} ${LEVEL3_ROUTINES})
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@ -149,10 +149,10 @@ CLBlast is in active development and currently does not support the full set of
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| ---------|---|---|---|---|---------|
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| ---------|---|---|---|---|---------|
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| xGEMV | ✔ | ✔ | ✔ | ✔ | |
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| xGEMV | ✔ | ✔ | ✔ | ✔ | |
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| xGBMV | | | | | |
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| xGBMV | | | | | |
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| xHEMV | - | - | | | |
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| xHEMV | - | - | ✔ | ✔ | |
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| xHBMV | - | - | | | |
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| xHBMV | - | - | | | |
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| xHPMV | - | - | | | |
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| xHPMV | - | - | | | |
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| xSYMV | | | - | - | |
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| xSYMV | ✔ | ✔ | - | - | |
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| xSBMV | | | - | - | |
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| xSBMV | | | - | - | |
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| xSPMV | | | - | - | |
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| xSPMV | | | - | - | |
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| xTRMV | | | | | |
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| xTRMV | | | | | |
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|
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@ -105,6 +105,28 @@ StatusCode Gemv(const Layout layout, const Transpose a_transpose,
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cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
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cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
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cl_command_queue* queue, cl_event* event);
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cl_command_queue* queue, cl_event* event);
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// Templated-precision hermitian matrix-vector multiplication: SHEMV/DHEMV
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template <typename T>
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StatusCode Hemv(const Layout layout, const Triangle triangle,
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const size_t n,
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const T alpha,
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const cl_mem a_buffer, const size_t a_offset, const size_t a_ld,
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const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
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const T beta,
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cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
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cl_command_queue* queue, cl_event* event);
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// Templated-precision symmetric matrix-vector multiplication: SSYMV/DSYMV
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template <typename T>
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StatusCode Symv(const Layout layout, const Triangle triangle,
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const size_t n,
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const T alpha,
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const cl_mem a_buffer, const size_t a_offset, const size_t a_ld,
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const cl_mem x_buffer, const size_t x_offset, const size_t x_inc,
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const T beta,
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cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
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cl_command_queue* queue, cl_event* event);
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// =================================================================================================
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// =================================================================================================
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// BLAS level-3 (matrix-matrix) routines
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// BLAS level-3 (matrix-matrix) routines
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@ -36,7 +36,7 @@ class Xgemv: public Routine<T> {
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using Routine<T>::ErrorIn;
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using Routine<T>::ErrorIn;
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// Constructor
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// Constructor
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Xgemv(Queue &queue, Event &event);
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Xgemv(Queue &queue, Event &event, const std::string &name = "GEMV");
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// Templated-precision implementation of the routine
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// Templated-precision implementation of the routine
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StatusCode DoGemv(const Layout layout, const Transpose a_transpose,
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StatusCode DoGemv(const Layout layout, const Transpose a_transpose,
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56
include/internal/routines/level2/xhemv.h
Normal file
56
include/internal/routines/level2/xhemv.h
Normal file
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@ -0,0 +1,56 @@
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// =================================================================================================
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// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
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// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
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// width of 100 characters per line.
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//
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// Author(s):
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// Cedric Nugteren <www.cedricnugteren.nl>
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//
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// This file implements the Xhemv routine. It is based on the generalized matrix multiplication
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// routine (Xgemv). The implementation is very similar to the Xsymv routine.
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//
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// =================================================================================================
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#ifndef CLBLAST_ROUTINES_XHEMV_H_
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#define CLBLAST_ROUTINES_XHEMV_H_
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#include "internal/routines/level2/xgemv.h"
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namespace clblast {
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// =================================================================================================
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// See comment at top of file for a description of the class
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template <typename T>
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class Xhemv: public Xgemv<T> {
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public:
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// Members and methods from the base class
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using Routine<T>::db_;
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using Routine<T>::context_;
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using Routine<T>::GetProgramFromCache;
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using Routine<T>::TestMatrixA;
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using Routine<T>::RunKernel;
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using Routine<T>::ErrorIn;
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// Uses the regular Xgemv routine
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using Xgemv<T>::DoGemv;
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// Constructor
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Xhemv(Queue &queue, Event &event, const std::string &name = "HEMV");
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// Templated-precision implementation of the routine
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StatusCode DoHemv(const Layout layout, const Triangle triangle,
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const size_t n,
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const T alpha,
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const Buffer<T> &a_buffer, const size_t a_offset, const size_t a_ld,
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const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
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const T beta,
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const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc);
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};
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// =================================================================================================
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} // namespace clblast
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// CLBLAST_ROUTINES_XHEMV_H_
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#endif
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58
include/internal/routines/level2/xsymv.h
Normal file
58
include/internal/routines/level2/xsymv.h
Normal file
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@ -0,0 +1,58 @@
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||||||
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// =================================================================================================
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||||||
|
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
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||||||
|
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
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||||||
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// width of 100 characters per line.
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||||||
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//
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// Author(s):
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// Cedric Nugteren <www.cedricnugteren.nl>
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//
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// This file implements the Xsymv routine. It is based on the generalized mat-vec multiplication
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// routine (Xgemv). The Xsymv class inherits from the templated class Xgemv, allowing it to call the
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// "DoGemm" function directly. The "DoSymv" function first preprocesses the symmetric matrix by
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// transforming it into a general matrix, and then calls the regular GEMV code.
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//
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// =================================================================================================
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#ifndef CLBLAST_ROUTINES_XSYMV_H_
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#define CLBLAST_ROUTINES_XSYMV_H_
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#include "internal/routines/level2/xgemv.h"
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namespace clblast {
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// =================================================================================================
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// See comment at top of file for a description of the class
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template <typename T>
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class Xsymv: public Xgemv<T> {
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public:
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// Members and methods from the base class
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using Routine<T>::db_;
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using Routine<T>::context_;
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using Routine<T>::GetProgramFromCache;
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using Routine<T>::TestMatrixA;
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using Routine<T>::RunKernel;
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using Routine<T>::ErrorIn;
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// Uses the regular Xgemv routine
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using Xgemv<T>::DoGemv;
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// Constructor
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Xsymv(Queue &queue, Event &event, const std::string &name = "SYMV");
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// Templated-precision implementation of the routine
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StatusCode DoSymv(const Layout layout, const Triangle triangle,
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const size_t n,
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const T alpha,
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const Buffer<T> &a_buffer, const size_t a_offset, const size_t a_ld,
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const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
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const T beta,
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const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc);
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};
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// =================================================================================================
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} // namespace clblast
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// CLBLAST_ROUTINES_XSYMV_H_
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#endif
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@ -22,6 +22,8 @@
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// BLAS level-2 includes
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// BLAS level-2 includes
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#include "internal/routines/level2/xgemv.h"
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#include "internal/routines/level2/xgemv.h"
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#include "internal/routines/level2/xhemv.h"
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#include "internal/routines/level2/xsymv.h"
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// BLAS level-3 includes
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// BLAS level-3 includes
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#include "internal/routines/level3/xgemm.h"
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#include "internal/routines/level3/xgemm.h"
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@ -36,6 +38,7 @@
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namespace clblast {
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namespace clblast {
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// =================================================================================================
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// =================================================================================================
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// BLAS level-1 (vector-vector) routines
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// BLAS level-1 (vector-vector) routines
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// =================================================================================================
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|
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// AXPY
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// AXPY
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template <typename T>
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template <typename T>
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@ -75,6 +78,7 @@ template StatusCode Axpy<double2>(const size_t, const double2,
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|
|
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// =================================================================================================
|
// =================================================================================================
|
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// BLAS level-2 (matrix-vector) routines
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// BLAS level-2 (matrix-vector) routines
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// =================================================================================================
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// GEMV
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// GEMV
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template <typename T>
|
template <typename T>
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@ -124,8 +128,85 @@ template StatusCode Gemv<double2>(const Layout, const Transpose,
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cl_mem, const size_t, const size_t,
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cl_mem, const size_t, const size_t,
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cl_command_queue*, cl_event*);
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cl_command_queue*, cl_event*);
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|
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// =================================================================================================
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// HEMV
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template <typename T>
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StatusCode Hemv(const Layout layout, const Triangle triangle,
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const size_t n, const T alpha,
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const cl_mem a_buffer, const size_t a_offset, const size_t a_ld,
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const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta,
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cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
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cl_command_queue* queue, cl_event* event) {
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|
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auto queue_cpp = Queue(*queue);
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auto event_cpp = Event(*event);
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auto routine = Xhemv<T>(queue_cpp, event_cpp);
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|
// Compiles the routine's device kernels
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auto status = routine.SetUp();
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|
if (status != StatusCode::kSuccess) { return status; }
|
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|
|
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// Runs the routine
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return routine.DoHemv(layout, triangle, n, alpha,
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Buffer<T>(a_buffer), a_offset, a_ld,
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Buffer<T>(x_buffer), x_offset, x_inc, beta,
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Buffer<T>(y_buffer), y_offset, y_inc);
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|
}
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template StatusCode Hemv<float2>(const Layout, const Triangle,
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const size_t, const float2,
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const cl_mem, const size_t, const size_t,
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const cl_mem, const size_t, const size_t, const float2,
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cl_mem, const size_t, const size_t,
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cl_command_queue*, cl_event*);
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template StatusCode Hemv<double2>(const Layout, const Triangle,
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const size_t, const double2,
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const cl_mem, const size_t, const size_t,
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const cl_mem, const size_t, const size_t, const double2,
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cl_mem, const size_t, const size_t,
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cl_command_queue*, cl_event*);
|
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|
|
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|
// =================================================================================================
|
||||||
|
|
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|
// SYMV
|
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|
template <typename T>
|
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|
StatusCode Symv(const Layout layout, const Triangle triangle,
|
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|
const size_t n, const T alpha,
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|
const cl_mem a_buffer, const size_t a_offset, const size_t a_ld,
|
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|
const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, const T beta,
|
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|
cl_mem y_buffer, const size_t y_offset, const size_t y_inc,
|
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|
cl_command_queue* queue, cl_event* event) {
|
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|
|
||||||
|
auto queue_cpp = Queue(*queue);
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|
auto event_cpp = Event(*event);
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|
auto routine = Xsymv<T>(queue_cpp, event_cpp);
|
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|
|
||||||
|
// Compiles the routine's device kernels
|
||||||
|
auto status = routine.SetUp();
|
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|
if (status != StatusCode::kSuccess) { return status; }
|
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|
|
||||||
|
// Runs the routine
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|
return routine.DoSymv(layout, triangle, n, alpha,
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|
Buffer<T>(a_buffer), a_offset, a_ld,
|
||||||
|
Buffer<T>(x_buffer), x_offset, x_inc, beta,
|
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|
Buffer<T>(y_buffer), y_offset, y_inc);
|
||||||
|
}
|
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|
template StatusCode Symv<float>(const Layout, const Triangle,
|
||||||
|
const size_t, const float,
|
||||||
|
const cl_mem, const size_t, const size_t,
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||||||
|
const cl_mem, const size_t, const size_t, const float,
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|
cl_mem, const size_t, const size_t,
|
||||||
|
cl_command_queue*, cl_event*);
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||||||
|
template StatusCode Symv<double>(const Layout, const Triangle,
|
||||||
|
const size_t, const double,
|
||||||
|
const cl_mem, const size_t, const size_t,
|
||||||
|
const cl_mem, const size_t, const size_t, const double,
|
||||||
|
cl_mem, const size_t, const size_t,
|
||||||
|
cl_command_queue*, cl_event*);
|
||||||
|
|
||||||
// =================================================================================================
|
// =================================================================================================
|
||||||
// BLAS level-3 (matrix-matrix) routines
|
// BLAS level-3 (matrix-matrix) routines
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
// GEMM
|
// GEMM
|
||||||
template <typename T>
|
template <typename T>
|
||||||
|
|
|
@ -52,6 +52,53 @@ R"(
|
||||||
|
|
||||||
// =================================================================================================
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Data-widths for the 'fast' kernel
|
||||||
|
#if VW2 == 1
|
||||||
|
typedef real realVF;
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||||||
|
#elif VW2 == 2
|
||||||
|
typedef real2 realVF;
|
||||||
|
#elif VW2 == 4
|
||||||
|
typedef real4 realVF;
|
||||||
|
#elif VW2 == 8
|
||||||
|
typedef real8 realVF;
|
||||||
|
#elif VW2 == 16
|
||||||
|
typedef real16 realVF;
|
||||||
|
#endif
|
||||||
|
|
||||||
|
// Data-widths for the 'fast' kernel with rotated matrix
|
||||||
|
#if VW3 == 1
|
||||||
|
typedef real realVFR;
|
||||||
|
#elif VW3 == 2
|
||||||
|
typedef real2 realVFR;
|
||||||
|
#elif VW3 == 4
|
||||||
|
typedef real4 realVFR;
|
||||||
|
#elif VW3 == 8
|
||||||
|
typedef real8 realVFR;
|
||||||
|
#elif VW3 == 16
|
||||||
|
typedef real16 realVFR;
|
||||||
|
#endif
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// Defines how to load the input matrix in the regular case
|
||||||
|
|
||||||
|
// Loads a scalar input value
|
||||||
|
inline real LoadMatrixA(const __global real* restrict agm, const int x, const int y,
|
||||||
|
const int a_ld, const int a_offset) {
|
||||||
|
return agm[x + a_ld*y + a_offset];
|
||||||
|
}
|
||||||
|
// Loads a vector input value (1/2)
|
||||||
|
inline realVF LoadMatrixAVF(const __global realVF* restrict agm, const int x, const int y,
|
||||||
|
const int a_ld) {
|
||||||
|
return agm[x + a_ld*y];
|
||||||
|
}
|
||||||
|
// Loads a vector input value (2/2): as before, but different data-type
|
||||||
|
inline realVFR LoadMatrixAVFR(const __global realVFR* restrict agm, const int x, const int y,
|
||||||
|
const int a_ld) {
|
||||||
|
return agm[x + a_ld*y];
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
// Full version of the kernel
|
// Full version of the kernel
|
||||||
__attribute__((reqd_work_group_size(WGS1, 1, 1)))
|
__attribute__((reqd_work_group_size(WGS1, 1, 1)))
|
||||||
__kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
__kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
|
@ -96,7 +143,7 @@ __kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int kl=0; kl<WGS1; ++kl) {
|
for (int kl=0; kl<WGS1; ++kl) {
|
||||||
const int k = kwg + kl;
|
const int k = kwg + kl;
|
||||||
real value = agm[gid + a_ld*k + a_offset];
|
real value = LoadMatrixA(agm, gid, k, a_ld, a_offset);
|
||||||
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
||||||
MultiplyAdd(acc[w], xlm[kl], value);
|
MultiplyAdd(acc[w], xlm[kl], value);
|
||||||
}
|
}
|
||||||
|
@ -105,7 +152,7 @@ __kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int kl=0; kl<WGS1; ++kl) {
|
for (int kl=0; kl<WGS1; ++kl) {
|
||||||
const int k = kwg + kl;
|
const int k = kwg + kl;
|
||||||
real value = agm[k + a_ld*gid + a_offset];
|
real value = LoadMatrixA(agm, k, gid, a_ld, a_offset);
|
||||||
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
||||||
MultiplyAdd(acc[w], xlm[kl], value);
|
MultiplyAdd(acc[w], xlm[kl], value);
|
||||||
}
|
}
|
||||||
|
@ -127,7 +174,7 @@ __kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
if (a_rotated == 0) { // Not rotated
|
if (a_rotated == 0) { // Not rotated
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int k=n_floor; k<n; ++k) {
|
for (int k=n_floor; k<n; ++k) {
|
||||||
real value = agm[gid + a_ld*k + a_offset];
|
real value = LoadMatrixA(agm, gid, k, a_ld, a_offset);
|
||||||
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
||||||
MultiplyAdd(acc[w], xgm[k*x_inc + x_offset], value);
|
MultiplyAdd(acc[w], xgm[k*x_inc + x_offset], value);
|
||||||
}
|
}
|
||||||
|
@ -135,7 +182,7 @@ __kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
else { // Transposed
|
else { // Transposed
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int k=n_floor; k<n; ++k) {
|
for (int k=n_floor; k<n; ++k) {
|
||||||
real value = agm[k + a_ld*gid + a_offset];
|
real value = LoadMatrixA(agm, k, gid, a_ld, a_offset);
|
||||||
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
if (do_conjugate == 1) { COMPLEX_CONJUGATE(value); }
|
||||||
MultiplyAdd(acc[w], xgm[k*x_inc + x_offset], value);
|
MultiplyAdd(acc[w], xgm[k*x_inc + x_offset], value);
|
||||||
}
|
}
|
||||||
|
@ -150,19 +197,6 @@ __kernel void Xgemv(const int m, const int n, const real alpha, const real beta,
|
||||||
|
|
||||||
// =================================================================================================
|
// =================================================================================================
|
||||||
|
|
||||||
// Data-widths for the 'fast' kernel
|
|
||||||
#if VW2 == 1
|
|
||||||
typedef real realVF;
|
|
||||||
#elif VW2 == 2
|
|
||||||
typedef real2 realVF;
|
|
||||||
#elif VW2 == 4
|
|
||||||
typedef real4 realVF;
|
|
||||||
#elif VW2 == 8
|
|
||||||
typedef real8 realVF;
|
|
||||||
#elif VW2 == 16
|
|
||||||
typedef real16 realVF;
|
|
||||||
#endif
|
|
||||||
|
|
||||||
// Faster version of the kernel, assuming that:
|
// Faster version of the kernel, assuming that:
|
||||||
// --> 'm' and 'n' are multiples of WGS2
|
// --> 'm' and 'n' are multiples of WGS2
|
||||||
// --> 'a_offset' is 0
|
// --> 'a_offset' is 0
|
||||||
|
@ -203,42 +237,43 @@ __kernel void XgemvFast(const int m, const int n, const real alpha, const real b
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int w=0; w<WPT2/VW2; ++w) {
|
for (int w=0; w<WPT2/VW2; ++w) {
|
||||||
const int gid = (WPT2/VW2)*get_global_id(0) + w;
|
const int gid = (WPT2/VW2)*get_global_id(0) + w;
|
||||||
|
realVF avec = LoadMatrixAVF(agm, gid, k, a_ld/VW2);
|
||||||
#if VW2 == 1
|
#if VW2 == 1
|
||||||
MultiplyAdd(acc[VW2*w+0], xlm[kl], agm[gid + (a_ld/VW2)*k]);
|
MultiplyAdd(acc[VW2*w+0], xlm[kl], avec);
|
||||||
#elif VW2 == 2
|
#elif VW2 == 2
|
||||||
MultiplyAdd(acc[VW2*w+0], xlm[kl], agm[gid + (a_ld/VW2)*k].x);
|
MultiplyAdd(acc[VW2*w+0], xlm[kl], avec.x);
|
||||||
MultiplyAdd(acc[VW2*w+1], xlm[kl], agm[gid + (a_ld/VW2)*k].y);
|
MultiplyAdd(acc[VW2*w+1], xlm[kl], avec.y);
|
||||||
#elif VW2 == 4
|
#elif VW2 == 4
|
||||||
MultiplyAdd(acc[VW2*w+0], xlm[kl], agm[gid + (a_ld/VW2)*k].x);
|
MultiplyAdd(acc[VW2*w+0], xlm[kl], avec.x);
|
||||||
MultiplyAdd(acc[VW2*w+1], xlm[kl], agm[gid + (a_ld/VW2)*k].y);
|
MultiplyAdd(acc[VW2*w+1], xlm[kl], avec.y);
|
||||||
MultiplyAdd(acc[VW2*w+2], xlm[kl], agm[gid + (a_ld/VW2)*k].z);
|
MultiplyAdd(acc[VW2*w+2], xlm[kl], avec.z);
|
||||||
MultiplyAdd(acc[VW2*w+3], xlm[kl], agm[gid + (a_ld/VW2)*k].w);
|
MultiplyAdd(acc[VW2*w+3], xlm[kl], avec.w);
|
||||||
#elif VW2 == 8
|
#elif VW2 == 8
|
||||||
MultiplyAdd(acc[VW2*w+0], xlm[kl], agm[gid + (a_ld/VW2)*k].s0);
|
MultiplyAdd(acc[VW2*w+0], xlm[kl], avec.s0);
|
||||||
MultiplyAdd(acc[VW2*w+1], xlm[kl], agm[gid + (a_ld/VW2)*k].s1);
|
MultiplyAdd(acc[VW2*w+1], xlm[kl], avec.s1);
|
||||||
MultiplyAdd(acc[VW2*w+2], xlm[kl], agm[gid + (a_ld/VW2)*k].s2);
|
MultiplyAdd(acc[VW2*w+2], xlm[kl], avec.s2);
|
||||||
MultiplyAdd(acc[VW2*w+3], xlm[kl], agm[gid + (a_ld/VW2)*k].s3);
|
MultiplyAdd(acc[VW2*w+3], xlm[kl], avec.s3);
|
||||||
MultiplyAdd(acc[VW2*w+4], xlm[kl], agm[gid + (a_ld/VW2)*k].s4);
|
MultiplyAdd(acc[VW2*w+4], xlm[kl], avec.s4);
|
||||||
MultiplyAdd(acc[VW2*w+5], xlm[kl], agm[gid + (a_ld/VW2)*k].s5);
|
MultiplyAdd(acc[VW2*w+5], xlm[kl], avec.s5);
|
||||||
MultiplyAdd(acc[VW2*w+6], xlm[kl], agm[gid + (a_ld/VW2)*k].s6);
|
MultiplyAdd(acc[VW2*w+6], xlm[kl], avec.s6);
|
||||||
MultiplyAdd(acc[VW2*w+7], xlm[kl], agm[gid + (a_ld/VW2)*k].s7);
|
MultiplyAdd(acc[VW2*w+7], xlm[kl], avec.s7);
|
||||||
#elif VW2 == 16
|
#elif VW2 == 16
|
||||||
MultiplyAdd(acc[VW2*w+0], xlm[kl], agm[gid + (a_ld/VW2)*k].s0);
|
MultiplyAdd(acc[VW2*w+0], xlm[kl], avec.s0);
|
||||||
MultiplyAdd(acc[VW2*w+1], xlm[kl], agm[gid + (a_ld/VW2)*k].s1);
|
MultiplyAdd(acc[VW2*w+1], xlm[kl], avec.s1);
|
||||||
MultiplyAdd(acc[VW2*w+2], xlm[kl], agm[gid + (a_ld/VW2)*k].s2);
|
MultiplyAdd(acc[VW2*w+2], xlm[kl], avec.s2);
|
||||||
MultiplyAdd(acc[VW2*w+3], xlm[kl], agm[gid + (a_ld/VW2)*k].s3);
|
MultiplyAdd(acc[VW2*w+3], xlm[kl], avec.s3);
|
||||||
MultiplyAdd(acc[VW2*w+4], xlm[kl], agm[gid + (a_ld/VW2)*k].s4);
|
MultiplyAdd(acc[VW2*w+4], xlm[kl], avec.s4);
|
||||||
MultiplyAdd(acc[VW2*w+5], xlm[kl], agm[gid + (a_ld/VW2)*k].s5);
|
MultiplyAdd(acc[VW2*w+5], xlm[kl], avec.s5);
|
||||||
MultiplyAdd(acc[VW2*w+6], xlm[kl], agm[gid + (a_ld/VW2)*k].s6);
|
MultiplyAdd(acc[VW2*w+6], xlm[kl], avec.s6);
|
||||||
MultiplyAdd(acc[VW2*w+7], xlm[kl], agm[gid + (a_ld/VW2)*k].s7);
|
MultiplyAdd(acc[VW2*w+7], xlm[kl], avec.s7);
|
||||||
MultiplyAdd(acc[VW2*w+8], xlm[kl], agm[gid + (a_ld/VW2)*k].s8);
|
MultiplyAdd(acc[VW2*w+8], xlm[kl], avec.s8);
|
||||||
MultiplyAdd(acc[VW2*w+9], xlm[kl], agm[gid + (a_ld/VW2)*k].s9);
|
MultiplyAdd(acc[VW2*w+9], xlm[kl], avec.s9);
|
||||||
MultiplyAdd(acc[VW2*w+10], xlm[kl], agm[gid + (a_ld/VW2)*k].sA);
|
MultiplyAdd(acc[VW2*w+10], xlm[kl], avec.sA);
|
||||||
MultiplyAdd(acc[VW2*w+11], xlm[kl], agm[gid + (a_ld/VW2)*k].sB);
|
MultiplyAdd(acc[VW2*w+11], xlm[kl], avec.sB);
|
||||||
MultiplyAdd(acc[VW2*w+12], xlm[kl], agm[gid + (a_ld/VW2)*k].sC);
|
MultiplyAdd(acc[VW2*w+12], xlm[kl], avec.sC);
|
||||||
MultiplyAdd(acc[VW2*w+13], xlm[kl], agm[gid + (a_ld/VW2)*k].sD);
|
MultiplyAdd(acc[VW2*w+13], xlm[kl], avec.sD);
|
||||||
MultiplyAdd(acc[VW2*w+14], xlm[kl], agm[gid + (a_ld/VW2)*k].sE);
|
MultiplyAdd(acc[VW2*w+14], xlm[kl], avec.sE);
|
||||||
MultiplyAdd(acc[VW2*w+15], xlm[kl], agm[gid + (a_ld/VW2)*k].sF);
|
MultiplyAdd(acc[VW2*w+15], xlm[kl], avec.sF);
|
||||||
#endif
|
#endif
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
@ -258,19 +293,6 @@ __kernel void XgemvFast(const int m, const int n, const real alpha, const real b
|
||||||
|
|
||||||
// =================================================================================================
|
// =================================================================================================
|
||||||
|
|
||||||
// Data-widths for the 'fast' kernel with rotated matrix
|
|
||||||
#if VW3 == 1
|
|
||||||
typedef real realVFR;
|
|
||||||
#elif VW3 == 2
|
|
||||||
typedef real2 realVFR;
|
|
||||||
#elif VW3 == 4
|
|
||||||
typedef real4 realVFR;
|
|
||||||
#elif VW3 == 8
|
|
||||||
typedef real8 realVFR;
|
|
||||||
#elif VW3 == 16
|
|
||||||
typedef real16 realVFR;
|
|
||||||
#endif
|
|
||||||
|
|
||||||
// Faster version of the kernel, assuming that:
|
// Faster version of the kernel, assuming that:
|
||||||
// --> 'm' and 'n' are multiples of WGS3
|
// --> 'm' and 'n' are multiples of WGS3
|
||||||
// --> 'a_offset' is 0
|
// --> 'a_offset' is 0
|
||||||
|
@ -311,7 +333,7 @@ __kernel void XgemvFastRot(const int m, const int n, const real alpha, const rea
|
||||||
#pragma unroll
|
#pragma unroll
|
||||||
for (int w=0; w<WPT3; ++w) {
|
for (int w=0; w<WPT3; ++w) {
|
||||||
const int gid = WPT3*get_global_id(0) + w;
|
const int gid = WPT3*get_global_id(0) + w;
|
||||||
realVFR avec = agm[k + (a_ld/VW3)*gid];
|
realVFR avec = LoadMatrixAVFR(agm, k, gid, a_ld/VW3);
|
||||||
#if VW3 == 1
|
#if VW3 == 1
|
||||||
MultiplyAdd(acc[w], xlm[VW3*kl+0], avec);
|
MultiplyAdd(acc[w], xlm[VW3*kl+0], avec);
|
||||||
#elif VW3 == 2
|
#elif VW3 == 2
|
||||||
|
|
|
@ -29,9 +29,10 @@ template <> const Precision Xgemv<double2>::precision_ = Precision::kComplexDoub
|
||||||
|
|
||||||
// Constructor: forwards to base class constructor
|
// Constructor: forwards to base class constructor
|
||||||
template <typename T>
|
template <typename T>
|
||||||
Xgemv<T>::Xgemv(Queue &queue, Event &event):
|
Xgemv<T>::Xgemv(Queue &queue, Event &event, const std::string &name):
|
||||||
Routine<T>(queue, event, "GEMV", {"Xgemv"}, precision_) {
|
Routine<T>(queue, event, name, {"Pad", "Xgemv"}, precision_) {
|
||||||
source_string_ =
|
source_string_ =
|
||||||
|
#include "../../kernels/pad.opencl" // For {Herm,Symm}{Upper,Lower}ToSquared (for HEMV/SYMV)
|
||||||
#include "../../kernels/xgemv.opencl"
|
#include "../../kernels/xgemv.opencl"
|
||||||
;
|
;
|
||||||
}
|
}
|
||||||
|
|
100
src/routines/level2/xhemv.cc
Normal file
100
src/routines/level2/xhemv.cc
Normal file
|
@ -0,0 +1,100 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
|
||||||
|
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
|
||||||
|
// width of 100 characters per line.
|
||||||
|
//
|
||||||
|
// Author(s):
|
||||||
|
// Cedric Nugteren <www.cedricnugteren.nl>
|
||||||
|
//
|
||||||
|
// This file implements the Xhemv class (see the header for information about the class).
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "internal/routines/level2/xhemv.h"
|
||||||
|
|
||||||
|
#include <string>
|
||||||
|
#include <vector>
|
||||||
|
|
||||||
|
namespace clblast {
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Constructor: forwards to base class constructor
|
||||||
|
template <typename T>
|
||||||
|
Xhemv<T>::Xhemv(Queue &queue, Event &event, const std::string &name):
|
||||||
|
Xgemv<T>(queue, event, name) {
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// The main routine
|
||||||
|
template <typename T>
|
||||||
|
StatusCode Xhemv<T>::DoHemv(const Layout layout, const Triangle triangle,
|
||||||
|
const size_t n,
|
||||||
|
const T alpha,
|
||||||
|
const Buffer<T> &a_buffer, const size_t a_offset, const size_t a_ld,
|
||||||
|
const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
|
||||||
|
const T beta,
|
||||||
|
const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc) {
|
||||||
|
|
||||||
|
// Makes sure all dimensions are larger than zero
|
||||||
|
if (n == 0) { return StatusCode::kInvalidDimension; }
|
||||||
|
|
||||||
|
// Checks for validity of the squared A matrix
|
||||||
|
auto status = TestMatrixA(n, n, a_buffer, a_offset, a_ld, sizeof(T));
|
||||||
|
if (ErrorIn(status)) { return status; }
|
||||||
|
|
||||||
|
// Determines which kernel to run based on the layout (the Xgemv kernel assumes column-major as
|
||||||
|
// default) and on whether we are dealing with an upper or lower triangle of the hermitian matrix
|
||||||
|
bool is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
|
||||||
|
(triangle == Triangle::kLower && layout == Layout::kRowMajor));
|
||||||
|
auto kernel_name = (is_upper) ? "HermUpperToSquared" : "HermLowerToSquared";
|
||||||
|
|
||||||
|
// Temporary buffer for a copy of the hermitian matrix
|
||||||
|
try {
|
||||||
|
auto temp_herm = Buffer<T>(context_, n*n);
|
||||||
|
|
||||||
|
// Creates a general matrix from the hermitian matrix to be able to run the regular Xgemv
|
||||||
|
// routine afterwards
|
||||||
|
try {
|
||||||
|
auto& program = GetProgramFromCache();
|
||||||
|
auto kernel = Kernel(program, kernel_name);
|
||||||
|
|
||||||
|
// Sets the arguments for the hermitian-to-squared kernel
|
||||||
|
kernel.SetArgument(0, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(1, static_cast<int>(a_ld));
|
||||||
|
kernel.SetArgument(2, static_cast<int>(a_offset));
|
||||||
|
kernel.SetArgument(3, a_buffer());
|
||||||
|
kernel.SetArgument(4, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(5, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(6, static_cast<int>(0));
|
||||||
|
kernel.SetArgument(7, temp_herm());
|
||||||
|
|
||||||
|
// Uses the common padding kernel's thread configuration. This is allowed, since the
|
||||||
|
// hermitian-to-squared kernel uses the same parameters.
|
||||||
|
auto global = std::vector<size_t>{Ceil(CeilDiv(n, db_["PAD_WPTX"]), db_["PAD_DIMX"]),
|
||||||
|
Ceil(CeilDiv(n, db_["PAD_WPTY"]), db_["PAD_DIMY"])};
|
||||||
|
auto local = std::vector<size_t>{db_["PAD_DIMX"], db_["PAD_DIMY"]};
|
||||||
|
status = RunKernel(kernel, global, local);
|
||||||
|
if (ErrorIn(status)) { return status; }
|
||||||
|
|
||||||
|
// Runs the regular Xgemv code
|
||||||
|
status = DoGemv(layout, Transpose::kNo, n, n, alpha,
|
||||||
|
temp_herm, 0, n,
|
||||||
|
x_buffer, x_offset, x_inc, beta,
|
||||||
|
y_buffer, y_offset, y_inc);
|
||||||
|
|
||||||
|
// Return the status of the Xgemv routine
|
||||||
|
return status;
|
||||||
|
} catch (...) { return StatusCode::kInvalidKernel; }
|
||||||
|
} catch (...) { return StatusCode::kTempBufferAllocFailure; }
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Compiles the templated class
|
||||||
|
template class Xhemv<float2>;
|
||||||
|
template class Xhemv<double2>;
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
} // namespace clblast
|
100
src/routines/level2/xsymv.cc
Normal file
100
src/routines/level2/xsymv.cc
Normal file
|
@ -0,0 +1,100 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
|
||||||
|
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
|
||||||
|
// width of 100 characters per line.
|
||||||
|
//
|
||||||
|
// Author(s):
|
||||||
|
// Cedric Nugteren <www.cedricnugteren.nl>
|
||||||
|
//
|
||||||
|
// This file implements the Xsymv class (see the header for information about the class).
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "internal/routines/level2/xsymv.h"
|
||||||
|
|
||||||
|
#include <string>
|
||||||
|
#include <vector>
|
||||||
|
|
||||||
|
namespace clblast {
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Constructor: forwards to base class constructor
|
||||||
|
template <typename T>
|
||||||
|
Xsymv<T>::Xsymv(Queue &queue, Event &event, const std::string &name):
|
||||||
|
Xgemv<T>(queue, event, name) {
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// The main routine
|
||||||
|
template <typename T>
|
||||||
|
StatusCode Xsymv<T>::DoSymv(const Layout layout, const Triangle triangle,
|
||||||
|
const size_t n,
|
||||||
|
const T alpha,
|
||||||
|
const Buffer<T> &a_buffer, const size_t a_offset, const size_t a_ld,
|
||||||
|
const Buffer<T> &x_buffer, const size_t x_offset, const size_t x_inc,
|
||||||
|
const T beta,
|
||||||
|
const Buffer<T> &y_buffer, const size_t y_offset, const size_t y_inc) {
|
||||||
|
|
||||||
|
// Makes sure all dimensions are larger than zero
|
||||||
|
if (n == 0) { return StatusCode::kInvalidDimension; }
|
||||||
|
|
||||||
|
// Checks for validity of the squared A matrix
|
||||||
|
auto status = TestMatrixA(n, n, a_buffer, a_offset, a_ld, sizeof(T));
|
||||||
|
if (ErrorIn(status)) { return status; }
|
||||||
|
|
||||||
|
// Determines which kernel to run based on the layout (the Xgemv kernel assumes column-major as
|
||||||
|
// default) and on whether we are dealing with an upper or lower triangle of the symmetric matrix
|
||||||
|
bool is_upper = ((triangle == Triangle::kUpper && layout != Layout::kRowMajor) ||
|
||||||
|
(triangle == Triangle::kLower && layout == Layout::kRowMajor));
|
||||||
|
auto kernel_name = (is_upper) ? "SymmUpperToSquared" : "SymmLowerToSquared";
|
||||||
|
|
||||||
|
// Temporary buffer for a copy of the symmetric matrix
|
||||||
|
try {
|
||||||
|
auto temp_symm = Buffer<T>(context_, n*n);
|
||||||
|
|
||||||
|
// Creates a general matrix from the symmetric matrix to be able to run the regular Xgemv
|
||||||
|
// routine afterwards
|
||||||
|
try {
|
||||||
|
auto& program = GetProgramFromCache();
|
||||||
|
auto kernel = Kernel(program, kernel_name);
|
||||||
|
|
||||||
|
// Sets the arguments for the symmetric-to-squared kernel
|
||||||
|
kernel.SetArgument(0, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(1, static_cast<int>(a_ld));
|
||||||
|
kernel.SetArgument(2, static_cast<int>(a_offset));
|
||||||
|
kernel.SetArgument(3, a_buffer());
|
||||||
|
kernel.SetArgument(4, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(5, static_cast<int>(n));
|
||||||
|
kernel.SetArgument(6, static_cast<int>(0));
|
||||||
|
kernel.SetArgument(7, temp_symm());
|
||||||
|
|
||||||
|
// Uses the common padding kernel's thread configuration. This is allowed, since the
|
||||||
|
// symmetric-to-squared kernel uses the same parameters.
|
||||||
|
auto global = std::vector<size_t>{Ceil(CeilDiv(n, db_["PAD_WPTX"]), db_["PAD_DIMX"]),
|
||||||
|
Ceil(CeilDiv(n, db_["PAD_WPTY"]), db_["PAD_DIMY"])};
|
||||||
|
auto local = std::vector<size_t>{db_["PAD_DIMX"], db_["PAD_DIMY"]};
|
||||||
|
status = RunKernel(kernel, global, local);
|
||||||
|
if (ErrorIn(status)) { return status; }
|
||||||
|
|
||||||
|
// Runs the regular Xgemv code
|
||||||
|
status = DoGemv(layout, Transpose::kNo, n, n, alpha,
|
||||||
|
temp_symm, 0, n,
|
||||||
|
x_buffer, x_offset, x_inc, beta,
|
||||||
|
y_buffer, y_offset, y_inc);
|
||||||
|
|
||||||
|
// Return the status of the Xgemv routine
|
||||||
|
return status;
|
||||||
|
} catch (...) { return StatusCode::kInvalidKernel; }
|
||||||
|
} catch (...) { return StatusCode::kTempBufferAllocFailure; }
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Compiles the templated class
|
||||||
|
template class Xsymv<float>;
|
||||||
|
template class Xsymv<double>;
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
} // namespace clblast
|
30
test/correctness/routines/level2/xhemv.cc
Normal file
30
test/correctness/routines/level2/xhemv.cc
Normal file
|
@ -0,0 +1,30 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// 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 Xhemv routine.
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "correctness/testblas.h"
|
||||||
|
#include "routines/level2/xhemv.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::TestXhemv<float2>, float2, float2>(argc, argv, false, "CHEMV");
|
||||||
|
clblast::RunTests<clblast::TestXhemv<double2>, double2, double2>(argc, argv, true, "ZHEMV");
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
26
test/correctness/routines/level2/xsymv.cc
Normal file
26
test/correctness/routines/level2/xsymv.cc
Normal file
|
@ -0,0 +1,26 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// 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 Xsymv routine.
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "correctness/testblas.h"
|
||||||
|
#include "routines/level2/xsymv.h"
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// Main function (not within the clblast namespace)
|
||||||
|
int main(int argc, char *argv[]) {
|
||||||
|
clblast::RunTests<clblast::TestXsymv<float>, float, float>(argc, argv, false, "SSYMV");
|
||||||
|
clblast::RunTests<clblast::TestXsymv<double>, double, double>(argc, argv, true, "DSYMV");
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
40
test/performance/routines/level2/xhemv.cc
Normal file
40
test/performance/routines/level2/xhemv.cc
Normal file
|
@ -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 Xhemv command-line interface performance tester.
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "performance/client.h"
|
||||||
|
#include "routines/level2/xhemv.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:
|
||||||
|
throw std::runtime_error("Unsupported precision mode");
|
||||||
|
case clblast::Precision::kDouble:
|
||||||
|
throw std::runtime_error("Unsupported precision mode");
|
||||||
|
case clblast::Precision::kComplexSingle:
|
||||||
|
clblast::RunClient<clblast::TestXhemv<float2>, float2, float2>(argc, argv); break;
|
||||||
|
case clblast::Precision::kComplexDouble:
|
||||||
|
clblast::RunClient<clblast::TestXhemv<double2>, double2, double2>(argc, argv); break;
|
||||||
|
}
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
36
test/performance/routines/level2/xsymv.cc
Normal file
36
test/performance/routines/level2/xsymv.cc
Normal file
|
@ -0,0 +1,36 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// This file is part of the CLBlast project. The project is licensed under Apache Version 2.0. This
|
||||||
|
// project loosely follows the Google C++ styleguide and uses a tab-size of two spaces and a max-
|
||||||
|
// width of 100 characters per line.
|
||||||
|
//
|
||||||
|
// Author(s):
|
||||||
|
// Cedric Nugteren <www.cedricnugteren.nl>
|
||||||
|
//
|
||||||
|
// This file implements the Xsymv command-line interface performance tester.
|
||||||
|
//
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
#include "performance/client.h"
|
||||||
|
#include "routines/level2/xsymv.h"
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
|
||||||
|
// 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::TestXsymv<float>, float, float>(argc, argv); break;
|
||||||
|
case clblast::Precision::kDouble:
|
||||||
|
clblast::RunClient<clblast::TestXsymv<double>, double, double>(argc, argv); break;
|
||||||
|
case clblast::Precision::kComplexSingle:
|
||||||
|
throw std::runtime_error("Unsupported precision mode");
|
||||||
|
case clblast::Precision::kComplexDouble:
|
||||||
|
throw std::runtime_error("Unsupported precision mode");
|
||||||
|
}
|
||||||
|
return 0;
|
||||||
|
}
|
||||||
|
|
||||||
|
// =================================================================================================
|
130
test/routines/level2/xhemv.h
Normal file
130
test/routines/level2/xhemv.h
Normal file
|
@ -0,0 +1,130 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// 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 Xhemv 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_XHEMV_H_
|
||||||
|
#define CLBLAST_TEST_ROUTINES_XHEMV_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 TestXhemv {
|
||||||
|
public:
|
||||||
|
|
||||||
|
// The BLAS level: 1, 2, or 3
|
||||||
|
static size_t BLASLevel() { return 2; }
|
||||||
|
|
||||||
|
// The list of arguments relevant for this routine
|
||||||
|
static std::vector<std::string> GetOptions() {
|
||||||
|
return {kArgN,
|
||||||
|
kArgLayout, kArgTriangle,
|
||||||
|
kArgALeadDim, kArgXInc, kArgYInc,
|
||||||
|
kArgAOffset, kArgXOffset, kArgYOffset,
|
||||||
|
kArgAlpha, kArgBeta};
|
||||||
|
}
|
||||||
|
|
||||||
|
// 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;
|
||||||
|
}
|
||||||
|
static size_t GetSizeA(const Arguments<T> &args) {
|
||||||
|
return args.n * args.a_ld + args.a_offset;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Describes how to set the sizes of all the buffers
|
||||||
|
static void SetSizes(Arguments<T> &args) {
|
||||||
|
args.a_size = GetSizeA(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> &args) { return args.n; }
|
||||||
|
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 = Hemv(args.layout, args.triangle,
|
||||||
|
args.n, args.alpha,
|
||||||
|
buffers.a_mat(), args.a_offset, args.a_ld,
|
||||||
|
buffers.x_vec(), args.x_offset, args.x_inc, args.beta,
|
||||||
|
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 = clblasXhemv(static_cast<clblasOrder>(args.layout),
|
||||||
|
static_cast<clblasUplo>(args.triangle),
|
||||||
|
args.n, args.alpha,
|
||||||
|
buffers.a_mat(), args.a_offset, args.a_ld,
|
||||||
|
buffers.x_vec(), args.x_offset, args.x_inc, args.beta,
|
||||||
|
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 2 * args.n * args.n;
|
||||||
|
}
|
||||||
|
static size_t GetBytes(const Arguments<T> &args) {
|
||||||
|
return (args.n*args.n + 2*args.n + args.n) * sizeof(T);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
} // namespace clblast
|
||||||
|
|
||||||
|
// CLBLAST_TEST_ROUTINES_XHEMV_H_
|
||||||
|
#endif
|
130
test/routines/level2/xsymv.h
Normal file
130
test/routines/level2/xsymv.h
Normal file
|
@ -0,0 +1,130 @@
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
// 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 Xsymv 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_XSYMV_H_
|
||||||
|
#define CLBLAST_TEST_ROUTINES_XSYMV_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 TestXsymv {
|
||||||
|
public:
|
||||||
|
|
||||||
|
// The BLAS level: 1, 2, or 3
|
||||||
|
static size_t BLASLevel() { return 2; }
|
||||||
|
|
||||||
|
// The list of arguments relevant for this routine
|
||||||
|
static std::vector<std::string> GetOptions() {
|
||||||
|
return {kArgN,
|
||||||
|
kArgLayout, kArgTriangle,
|
||||||
|
kArgALeadDim, kArgXInc, kArgYInc,
|
||||||
|
kArgAOffset, kArgXOffset, kArgYOffset,
|
||||||
|
kArgAlpha, kArgBeta};
|
||||||
|
}
|
||||||
|
|
||||||
|
// 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;
|
||||||
|
}
|
||||||
|
static size_t GetSizeA(const Arguments<T> &args) {
|
||||||
|
return args.n * args.a_ld + args.a_offset;
|
||||||
|
}
|
||||||
|
|
||||||
|
// Describes how to set the sizes of all the buffers
|
||||||
|
static void SetSizes(Arguments<T> &args) {
|
||||||
|
args.a_size = GetSizeA(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> &args) { return args.n; }
|
||||||
|
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 = Symv(args.layout, args.triangle,
|
||||||
|
args.n, args.alpha,
|
||||||
|
buffers.a_mat(), args.a_offset, args.a_ld,
|
||||||
|
buffers.x_vec(), args.x_offset, args.x_inc, args.beta,
|
||||||
|
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 = clblasXsymv(static_cast<clblasOrder>(args.layout),
|
||||||
|
static_cast<clblasUplo>(args.triangle),
|
||||||
|
args.n, args.alpha,
|
||||||
|
buffers.a_mat(), args.a_offset, args.a_ld,
|
||||||
|
buffers.x_vec(), args.x_offset, args.x_inc, args.beta,
|
||||||
|
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 2 * args.n * args.n;
|
||||||
|
}
|
||||||
|
static size_t GetBytes(const Arguments<T> &args) {
|
||||||
|
return (args.n*args.n + 2*args.n + args.n) * sizeof(T);
|
||||||
|
}
|
||||||
|
};
|
||||||
|
|
||||||
|
// =================================================================================================
|
||||||
|
} // namespace clblast
|
||||||
|
|
||||||
|
// CLBLAST_TEST_ROUTINES_XSYMV_H_
|
||||||
|
#endif
|
|
@ -132,6 +132,66 @@ clblasStatus clblasXgemv(
|
||||||
num_queues, queues, num_wait_events, wait_events, events);
|
num_queues, queues, num_wait_events, wait_events, events);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// Calls {clblasChemv, clblasZhemv} with the arguments forwarded.
|
||||||
|
clblasStatus clblasXhemv(
|
||||||
|
clblasOrder layout, clblasUplo triangle, size_t n, float2 alpha,
|
||||||
|
const cl_mem a_mat, size_t a_offset, size_t a_ld,
|
||||||
|
const cl_mem x_vec, size_t x_offset, size_t x_inc, float2 beta,
|
||||||
|
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) {
|
||||||
|
auto cl_alpha = cl_float2{{alpha.real(), alpha.imag()}};
|
||||||
|
auto cl_beta = cl_float2{{beta.real(), beta.imag()}};
|
||||||
|
return clblasChemv(layout, triangle, n, cl_alpha,
|
||||||
|
a_mat, a_offset, a_ld,
|
||||||
|
x_vec, x_offset, static_cast<int>(x_inc), cl_beta,
|
||||||
|
y_vec, y_offset, static_cast<int>(y_inc),
|
||||||
|
num_queues, queues, num_wait_events, wait_events, events);
|
||||||
|
}
|
||||||
|
clblasStatus clblasXhemv(
|
||||||
|
clblasOrder layout, clblasUplo triangle, size_t n, double2 alpha,
|
||||||
|
const cl_mem a_mat, size_t a_offset, size_t a_ld,
|
||||||
|
const cl_mem x_vec, size_t x_offset, size_t x_inc, double2 beta,
|
||||||
|
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) {
|
||||||
|
auto cl_alpha = cl_double2{{alpha.real(), alpha.imag()}};
|
||||||
|
auto cl_beta = cl_double2{{beta.real(), beta.imag()}};
|
||||||
|
return clblasZhemv(layout, triangle, n, cl_alpha,
|
||||||
|
a_mat, a_offset, a_ld,
|
||||||
|
x_vec, x_offset, static_cast<int>(x_inc), cl_beta,
|
||||||
|
y_vec, y_offset, static_cast<int>(y_inc),
|
||||||
|
num_queues, queues, num_wait_events, wait_events, events);
|
||||||
|
}
|
||||||
|
|
||||||
|
// Calls {clblasSsymv, clblasDsymv} with the arguments forwarded.
|
||||||
|
clblasStatus clblasXsymv(
|
||||||
|
clblasOrder layout, clblasUplo triangle, size_t n, float alpha,
|
||||||
|
const cl_mem a_mat, size_t a_offset, size_t a_ld,
|
||||||
|
const cl_mem x_vec, size_t x_offset, size_t x_inc, float beta,
|
||||||
|
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 clblasSsymv(layout, triangle, n, alpha,
|
||||||
|
a_mat, a_offset, a_ld,
|
||||||
|
x_vec, x_offset, static_cast<int>(x_inc), beta,
|
||||||
|
y_vec, y_offset, static_cast<int>(y_inc),
|
||||||
|
num_queues, queues, num_wait_events, wait_events, events);
|
||||||
|
}
|
||||||
|
clblasStatus clblasXsymv(
|
||||||
|
clblasOrder layout, clblasUplo triangle, size_t n, double alpha,
|
||||||
|
const cl_mem a_mat, size_t a_offset, size_t a_ld,
|
||||||
|
const cl_mem x_vec, size_t x_offset, size_t x_inc, double beta,
|
||||||
|
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 clblasDsymv(layout, triangle, n, alpha,
|
||||||
|
a_mat, a_offset, a_ld,
|
||||||
|
x_vec, x_offset, static_cast<int>(x_inc), beta,
|
||||||
|
y_vec, y_offset, static_cast<int>(y_inc),
|
||||||
|
num_queues, queues, num_wait_events, wait_events, events);
|
||||||
|
}
|
||||||
|
|
||||||
// =================================================================================================
|
// =================================================================================================
|
||||||
// BLAS level-3 (matrix-matrix) routines
|
// BLAS level-3 (matrix-matrix) routines
|
||||||
|
|
||||||
|
|
Loading…
Reference in a new issue