diff options
author | Cedric Nugteren <web@cedricnugteren.nl> | 2016-05-22 15:38:26 +0200 |
---|---|---|
committer | Cedric Nugteren <web@cedricnugteren.nl> | 2016-05-22 15:38:26 +0200 |
commit | 95b828da124b9c5c101d95cb51a12e9d387d1a34 (patch) | |
tree | df7408341adff83698db0c9fc9e4376df904a4bb | |
parent | b6268d0c22732d2d1b0832cbbf1a33c21a13b442 (diff) |
Added level-2 half-precision routines HGEMV/HGBMV/HHEMV/HHBMV/HHPMV/HSYMV/HSBMV/HSPMV/HTRMV/HTBMV/HTPMV
-rw-r--r-- | CHANGELOG | 1 | ||||
-rw-r--r-- | doc/clblast.md | 55 | ||||
-rw-r--r-- | include/clblast.h | 16 | ||||
-rw-r--r-- | include/clblast_c.h | 71 | ||||
-rw-r--r-- | scripts/generator/generator.py | 28 | ||||
-rw-r--r-- | src/clblast.cc | 71 | ||||
-rw-r--r-- | src/clblast_c.cc | 140 | ||||
-rw-r--r-- | src/routines/level2/xgbmv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xgemv.cc | 2 | ||||
-rw-r--r-- | src/routines/level2/xsbmv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xspmv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xsymv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xtbmv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xtpmv.cc | 1 | ||||
-rw-r--r-- | src/routines/level2/xtrmv.cc | 1 |
15 files changed, 353 insertions, 38 deletions
@@ -3,6 +3,7 @@ Development version (next release) - Added support for half-precision floating-point (fp16) in the library - Added half-precision routines: * Level-1: HSWAP/HSCAL/HCOPY/HAXPY/HDOT/HNRM2/HASUM/HSUM/iHAMAX/iHMAX/iHMIN + * Level-2: HGEMV/HGBMV/HHEMV/HHBMV/HHPMV/HSYMV/HSBMV/HSPMV/HTRMV/HTBMV/HTPMV Version 0.7.1 - Improved performance of large power-of-2 xGEMM kernels for AMD GPUs diff --git a/doc/clblast.md b/doc/clblast.md index 77654d2b..91efd5fd 100644 --- a/doc/clblast.md +++ b/doc/clblast.md @@ -731,6 +731,14 @@ StatusCode CLBlastZgemv(const Layout layout, const Transpose a_transpose, const cl_double2 beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHgemv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to GEMV: @@ -807,6 +815,14 @@ StatusCode CLBlastZgbmv(const Layout layout, const Transpose a_transpose, const cl_double2 beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHgbmv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, const size_t kl, const size_t ku, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to GBMV: @@ -1046,6 +1062,14 @@ StatusCode CLBlastDsymv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHsymv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to SYMV: @@ -1105,6 +1129,14 @@ StatusCode CLBlastDsbmv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHsbmv(const Layout layout, const Triangle triangle, + const size_t n, const size_t k, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to SBMV: @@ -1165,6 +1197,14 @@ StatusCode CLBlastDspmv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHspmv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem ap_buffer, const size_t ap_offset, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to SPMV: @@ -1224,6 +1264,11 @@ StatusCode CLBlastZtrmv(const Layout layout, const Triangle triangle, const Tran const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHtrmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to TRMV: @@ -1281,6 +1326,11 @@ StatusCode CLBlastZtbmv(const Layout layout, const Triangle triangle, const Tran const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHtbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, const size_t k, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to TBMV: @@ -1339,6 +1389,11 @@ StatusCode CLBlastZtpmv(const Layout layout, const Triangle triangle, const Tran const cl_mem ap_buffer, const size_t ap_offset, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event) +StatusCode CLBlastHtpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem ap_buffer, const size_t ap_offset, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) ``` Arguments to TPMV: diff --git a/include/clblast.h b/include/clblast.h index 28c984c0..f0742614 100644 --- a/include/clblast.h +++ b/include/clblast.h @@ -220,7 +220,7 @@ StatusCode Min(const size_t n, // BLAS level-2 (matrix-vector) routines // ================================================================================================= -// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV +// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV/HGEMV template <typename T> StatusCode Gemv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, @@ -231,7 +231,7 @@ StatusCode Gemv(const Layout layout, const Transpose a_transpose, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event = nullptr); -// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV +// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV/HGBMV template <typename T> StatusCode Gbmv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, const size_t kl, const size_t ku, @@ -275,7 +275,7 @@ StatusCode Hpmv(const Layout layout, const Triangle triangle, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Symmetric matrix-vector multiplication: SSYMV/DSYMV +// Symmetric matrix-vector multiplication: SSYMV/DSYMV/HSYMV template <typename T> StatusCode Symv(const Layout layout, const Triangle triangle, const size_t n, @@ -286,7 +286,7 @@ StatusCode Symv(const Layout layout, const Triangle triangle, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV +// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV/HSBMV template <typename T> StatusCode Sbmv(const Layout layout, const Triangle triangle, const size_t n, const size_t k, @@ -297,7 +297,7 @@ StatusCode Sbmv(const Layout layout, const Triangle triangle, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV +// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV/HSPMV template <typename T> StatusCode Spmv(const Layout layout, const Triangle triangle, const size_t n, @@ -308,7 +308,7 @@ StatusCode Spmv(const Layout layout, const Triangle triangle, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV +// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV/HTRMV template <typename T> StatusCode Trmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, @@ -316,7 +316,7 @@ StatusCode Trmv(const Layout layout, const Triangle triangle, const Transpose a_ cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV +// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV/HTBMV template <typename T> StatusCode Tbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, const size_t k, @@ -324,7 +324,7 @@ StatusCode Tbmv(const Layout layout, const Triangle triangle, const Transpose a_ cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event = nullptr); -// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV +// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV/HTPMV template <typename T> StatusCode Tpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, diff --git a/include/clblast_c.h b/include/clblast_c.h index 4dd76eb6..d0b89e19 100644 --- a/include/clblast_c.h +++ b/include/clblast_c.h @@ -418,7 +418,7 @@ StatusCode PUBLIC_API CLBlastiHmin(const size_t n, // BLAS level-2 (matrix-vector) routines // ================================================================================================= -// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV +// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV/HGEMV StatusCode PUBLIC_API CLBlastSgemv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, const float alpha, @@ -451,8 +451,16 @@ StatusCode PUBLIC_API CLBlastZgemv(const Layout layout, const Transpose a_transp const cl_double2 beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHgemv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event); -// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV +// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV/HGBMV StatusCode PUBLIC_API CLBlastSgbmv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, const size_t kl, const size_t ku, const float alpha, @@ -485,6 +493,14 @@ StatusCode PUBLIC_API CLBlastZgbmv(const Layout layout, const Transpose a_transp const cl_double2 beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHgbmv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, const size_t kl, const size_t ku, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event); // Hermitian matrix-vector multiplication: CHEMV/ZHEMV StatusCode PUBLIC_API CLBlastChemv(const Layout layout, const Triangle triangle, @@ -540,7 +556,7 @@ StatusCode PUBLIC_API CLBlastZhpmv(const Layout layout, const Triangle triangle, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); -// Symmetric matrix-vector multiplication: SSYMV/DSYMV +// Symmetric matrix-vector multiplication: SSYMV/DSYMV/HSYMV StatusCode PUBLIC_API CLBlastSsymv(const Layout layout, const Triangle triangle, const size_t n, const float alpha, @@ -557,8 +573,16 @@ StatusCode PUBLIC_API CLBlastDsymv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHsymv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event); -// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV +// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV/HSBMV StatusCode PUBLIC_API CLBlastSsbmv(const Layout layout, const Triangle triangle, const size_t n, const size_t k, const float alpha, @@ -575,8 +599,16 @@ StatusCode PUBLIC_API CLBlastDsbmv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHsbmv(const Layout layout, const Triangle triangle, + const size_t n, const size_t k, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event); -// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV +// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV/HSPMV StatusCode PUBLIC_API CLBlastSspmv(const Layout layout, const Triangle triangle, const size_t n, const float alpha, @@ -593,8 +625,16 @@ StatusCode PUBLIC_API CLBlastDspmv(const Layout layout, const Triangle triangle, const double beta, cl_mem y_buffer, const size_t y_offset, const size_t y_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHspmv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem ap_buffer, const size_t ap_offset, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event); -// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV +// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV/HTRMV StatusCode PUBLIC_API CLBlastStrmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, @@ -615,8 +655,13 @@ StatusCode PUBLIC_API CLBlastZtrmv(const Layout layout, const Triangle triangle, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHtrmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event); -// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV +// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV/HTBMV StatusCode PUBLIC_API CLBlastStbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, const size_t k, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, @@ -637,8 +682,13 @@ StatusCode PUBLIC_API CLBlastZtbmv(const Layout layout, const Triangle triangle, const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHtbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, const size_t k, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event); -// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV +// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV/HTPMV StatusCode PUBLIC_API CLBlastStpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, const cl_mem ap_buffer, const size_t ap_offset, @@ -659,6 +709,11 @@ StatusCode PUBLIC_API CLBlastZtpmv(const Layout layout, const Triangle triangle, const cl_mem ap_buffer, const size_t ap_offset, cl_mem x_buffer, const size_t x_offset, const size_t x_inc, cl_command_queue* queue, cl_event* event); +StatusCode PUBLIC_API CLBlastHtpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem ap_buffer, const size_t ap_offset, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event); // Solves a triangular system of equations: STRSV/DTRSV/CTRSV/ZTRSV StatusCode PUBLIC_API CLBlastStrsv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, diff --git a/scripts/generator/generator.py b/scripts/generator/generator.py index 927c64f0..6881949b 100644 --- a/scripts/generator/generator.py +++ b/scripts/generator/generator.py @@ -81,20 +81,20 @@ routines = [ Routine(True, False, "1", "min", T, [iS,iD,iC,iZ,iH], ["n"], [], ["x"], ["imin"], [], "2*n", "Index of minimum value in a vector (non-BLAS function)", "Finds the index of the minimum of the values in the x vector. The resulting integer index is stored in the imin buffer. This routine is the non-absolute minimum version of the IxAMAX BLAS routine.", []), ], [ # Level 2: matrix-vector - Routine(True, True, "2a", "gemv", T, [S,D,C,Z], ["m","n"], ["layout","a_transpose"], ["a","x"], ["y"], ["alpha","beta"], "", "General matrix-vector multiplication", "Performs the operation y = alpha * A * x + beta * y, in which x is an input vector, y is an input and output vector, A is an input matrix, and alpha and beta are scalars. The matrix A can optionally be transposed before performing the operation.", []), - Routine(True, True, "2a", "gbmv", T, [S,D,C,Z], ["m","n","kl","ku"], ["layout","a_transpose"], ["a","x"], ["y"], ["alpha","beta"], "", "General banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is banded instead.", []), - Routine(True, True, "2a", "hemv", T, [C,Z], ["n"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Hermitian matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian matrix instead.", []), - Routine(True, True, "2a", "hbmv", T, [C,Z], ["n","k"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Hermitian banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian banded matrix instead.", []), - Routine(True, True, "2a", "hpmv", T, [C,Z], ["n"], ["layout","triangle"], ["ap","x"], ["y"], ["alpha","beta"], "", "Hermitian packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian packed matrix instead and represented as AP.", []), - Routine(True, True, "2a", "symv", T, [S,D], ["n"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Symmetric matrix-vector multiplication", "Same operation as xGEMV, but matrix A is symmetric instead.", []), - Routine(True, True, "2a", "sbmv", T, [S,D], ["n","k"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Symmetric banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is symmetric and banded instead.", []), - Routine(True, True, "2a", "spmv", T, [S,D], ["n"], ["layout","triangle"], ["ap","x"], ["y"], ["alpha","beta"], "", "Symmetric packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is a symmetric packed matrix instead and represented as AP.", []), - Routine(True, True, "2a", "trmv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "n", "Triangular matrix-vector multiplication", "Same operation as xGEMV, but matrix A is triangular instead.", []), - Routine(True, True, "2a", "tbmv", T, [S,D,C,Z], ["n","k"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "n", "Triangular banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is triangular and banded instead.", []), - Routine(True, True, "2a", "tpmv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["ap"], ["x"], [], "n", "Triangular packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is a triangular packed matrix instead and repreented as AP.", []), - Routine(False, True, "2a", "trsv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "", "Solves a triangular system of equations", "", []), - Routine(False, True, "2a", "tbsv", T, [S,D,C,Z], ["n","k"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "", "Solves a banded triangular system of equations", "", []), - Routine(False, True, "2a", "tpsv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["ap"], ["x"], [], "", "Solves a packed triangular system of equations", "", []), + Routine(True, True, "2a", "gemv", T, [S,D,C,Z,H], ["m","n"], ["layout","a_transpose"], ["a","x"], ["y"], ["alpha","beta"], "", "General matrix-vector multiplication", "Performs the operation y = alpha * A * x + beta * y, in which x is an input vector, y is an input and output vector, A is an input matrix, and alpha and beta are scalars. The matrix A can optionally be transposed before performing the operation.", []), + Routine(True, True, "2a", "gbmv", T, [S,D,C,Z,H], ["m","n","kl","ku"], ["layout","a_transpose"], ["a","x"], ["y"], ["alpha","beta"], "", "General banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is banded instead.", []), + Routine(True, True, "2a", "hemv", T, [C,Z], ["n"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Hermitian matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian matrix instead.", []), + Routine(True, True, "2a", "hbmv", T, [C,Z], ["n","k"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Hermitian banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian banded matrix instead.", []), + Routine(True, True, "2a", "hpmv", T, [C,Z], ["n"], ["layout","triangle"], ["ap","x"], ["y"], ["alpha","beta"], "", "Hermitian packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is an Hermitian packed matrix instead and represented as AP.", []), + Routine(True, True, "2a", "symv", T, [S,D,H], ["n"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Symmetric matrix-vector multiplication", "Same operation as xGEMV, but matrix A is symmetric instead.", []), + Routine(True, True, "2a", "sbmv", T, [S,D,H], ["n","k"], ["layout","triangle"], ["a","x"], ["y"], ["alpha","beta"], "", "Symmetric banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is symmetric and banded instead.", []), + Routine(True, True, "2a", "spmv", T, [S,D,H], ["n"], ["layout","triangle"], ["ap","x"], ["y"], ["alpha","beta"], "", "Symmetric packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is a symmetric packed matrix instead and represented as AP.", []), + Routine(True, True, "2a", "trmv", T, [S,D,C,Z,H], ["n"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "n", "Triangular matrix-vector multiplication", "Same operation as xGEMV, but matrix A is triangular instead.", []), + Routine(True, True, "2a", "tbmv", T, [S,D,C,Z,H], ["n","k"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "n", "Triangular banded matrix-vector multiplication", "Same operation as xGEMV, but matrix A is triangular and banded instead.", []), + Routine(True, True, "2a", "tpmv", T, [S,D,C,Z,H], ["n"], ["layout","triangle","a_transpose","diagonal"], ["ap"], ["x"], [], "n", "Triangular packed matrix-vector multiplication", "Same operation as xGEMV, but matrix A is a triangular packed matrix instead and repreented as AP.", []), + Routine(False, True, "2a", "trsv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "", "Solves a triangular system of equations", "", []), + Routine(False, True, "2a", "tbsv", T, [S,D,C,Z], ["n","k"], ["layout","triangle","a_transpose","diagonal"], ["a"], ["x"], [], "", "Solves a banded triangular system of equations", "", []), + Routine(False, True, "2a", "tpsv", T, [S,D,C,Z], ["n"], ["layout","triangle","a_transpose","diagonal"], ["ap"], ["x"], [], "", "Solves a packed triangular system of equations", "", []), # Level 2: matrix update Routine(True, True, "2b", "ger", T, [S,D], ["m","n"], ["layout"], ["x","y"], ["a"], ["alpha"], "", "General rank-1 matrix update", "", []), Routine(True, True, "2b", "geru", T, [C,Z], ["m","n"], ["layout"], ["x","y"], ["a"], ["alpha"], "", "General rank-1 complex matrix update", "", []), diff --git a/src/clblast.cc b/src/clblast.cc index 098ff7f3..e89b41e8 100644 --- a/src/clblast.cc +++ b/src/clblast.cc @@ -607,7 +607,7 @@ template StatusCode PUBLIC_API Min<half>(const size_t, // BLAS level-2 (matrix-vector) routines // ================================================================================================= -// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV +// General matrix-vector multiplication: SGEMV/DGEMV/CGEMV/ZGEMV/HGEMV template <typename T> StatusCode Gemv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, @@ -661,8 +661,16 @@ template StatusCode PUBLIC_API Gemv<double2>(const Layout, const Transpose, const double2, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Gemv<half>(const Layout, const Transpose, + const size_t, const size_t, + const half, + const cl_mem, const size_t, const size_t, + const cl_mem, const size_t, const size_t, + const half, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV +// General banded matrix-vector multiplication: SGBMV/DGBMV/CGBMV/ZGBMV/HGBMV template <typename T> StatusCode Gbmv(const Layout layout, const Transpose a_transpose, const size_t m, const size_t n, const size_t kl, const size_t ku, @@ -716,6 +724,14 @@ template StatusCode PUBLIC_API Gbmv<double2>(const Layout, const Transpose, const double2, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Gbmv<half>(const Layout, const Transpose, + const size_t, const size_t, const size_t, const size_t, + const half, + const cl_mem, const size_t, const size_t, + const cl_mem, const size_t, const size_t, + const half, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); // Hermitian matrix-vector multiplication: CHEMV/ZHEMV template <typename T> @@ -834,7 +850,7 @@ template StatusCode PUBLIC_API Hpmv<double2>(const Layout, const Triangle, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); -// Symmetric matrix-vector multiplication: SSYMV/DSYMV +// Symmetric matrix-vector multiplication: SSYMV/DSYMV/HSYMV template <typename T> StatusCode Symv(const Layout layout, const Triangle triangle, const size_t n, @@ -872,8 +888,16 @@ template StatusCode PUBLIC_API Symv<double>(const Layout, const Triangle, const double, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Symv<half>(const Layout, const Triangle, + const size_t, + const half, + const cl_mem, const size_t, const size_t, + const cl_mem, const size_t, const size_t, + const half, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV +// Symmetric banded matrix-vector multiplication: SSBMV/DSBMV/HSBMV template <typename T> StatusCode Sbmv(const Layout layout, const Triangle triangle, const size_t n, const size_t k, @@ -911,8 +935,16 @@ template StatusCode PUBLIC_API Sbmv<double>(const Layout, const Triangle, const double, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Sbmv<half>(const Layout, const Triangle, + const size_t, const size_t, + const half, + const cl_mem, const size_t, const size_t, + const cl_mem, const size_t, const size_t, + const half, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV +// Symmetric packed matrix-vector multiplication: SSPMV/DSPMV/HSPMV template <typename T> StatusCode Spmv(const Layout layout, const Triangle triangle, const size_t n, @@ -950,8 +982,16 @@ template StatusCode PUBLIC_API Spmv<double>(const Layout, const Triangle, const double, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Spmv<half>(const Layout, const Triangle, + const size_t, + const half, + const cl_mem, const size_t, + const cl_mem, const size_t, const size_t, + const half, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV +// Triangular matrix-vector multiplication: STRMV/DTRMV/CTRMV/ZTRMV/HTRMV template <typename T> StatusCode Trmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, @@ -987,8 +1027,13 @@ template StatusCode PUBLIC_API Trmv<double2>(const Layout, const Triangle, const const cl_mem, const size_t, const size_t, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Trmv<half>(const Layout, const Triangle, const Transpose, const Diagonal, + const size_t, + const cl_mem, const size_t, const size_t, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV +// Triangular banded matrix-vector multiplication: STBMV/DTBMV/CTBMV/ZTBMV/HTBMV template <typename T> StatusCode Tbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, const size_t k, @@ -1024,8 +1069,13 @@ template StatusCode PUBLIC_API Tbmv<double2>(const Layout, const Triangle, const const cl_mem, const size_t, const size_t, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Tbmv<half>(const Layout, const Triangle, const Transpose, const Diagonal, + const size_t, const size_t, + const cl_mem, const size_t, const size_t, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); -// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV +// Triangular packed matrix-vector multiplication: STPMV/DTPMV/CTPMV/ZTPMV/HTPMV template <typename T> StatusCode Tpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, const size_t n, @@ -1061,6 +1111,11 @@ template StatusCode PUBLIC_API Tpmv<double2>(const Layout, const Triangle, const const cl_mem, const size_t, cl_mem, const size_t, const size_t, cl_command_queue*, cl_event*); +template StatusCode PUBLIC_API Tpmv<half>(const Layout, const Triangle, const Transpose, const Diagonal, + const size_t, + const cl_mem, const size_t, + cl_mem, const size_t, const size_t, + cl_command_queue*, cl_event*); // Solves a triangular system of equations: STRSV/DTRSV/CTRSV/ZTRSV template <typename T> diff --git a/src/clblast_c.cc b/src/clblast_c.cc index fd37462f..f1a81be5 100644 --- a/src/clblast_c.cc +++ b/src/clblast_c.cc @@ -838,6 +838,25 @@ StatusCode CLBlastZgemv(const Layout layout, const Transpose a_transpose, queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHgemv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Gemv(static_cast<clblast::Layout>(layout), + static_cast<clblast::Transpose>(a_transpose), + m, n, + alpha, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + beta, + y_buffer, y_offset, y_inc, + queue, event); + return static_cast<StatusCode>(status); +} // GBMV StatusCode CLBlastSgbmv(const Layout layout, const Transpose a_transpose, @@ -916,6 +935,25 @@ StatusCode CLBlastZgbmv(const Layout layout, const Transpose a_transpose, queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHgbmv(const Layout layout, const Transpose a_transpose, + const size_t m, const size_t n, const size_t kl, const size_t ku, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Gbmv(static_cast<clblast::Layout>(layout), + static_cast<clblast::Transpose>(a_transpose), + m, n, kl, ku, + alpha, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + beta, + y_buffer, y_offset, y_inc, + queue, event); + return static_cast<StatusCode>(status); +} // HEMV StatusCode CLBlastChemv(const Layout layout, const Triangle triangle, @@ -1076,6 +1114,25 @@ StatusCode CLBlastDsymv(const Layout layout, const Triangle triangle, queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHsymv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Symv(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + n, + alpha, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + beta, + y_buffer, y_offset, y_inc, + queue, event); + return static_cast<StatusCode>(status); +} // SBMV StatusCode CLBlastSsbmv(const Layout layout, const Triangle triangle, @@ -1116,6 +1173,25 @@ StatusCode CLBlastDsbmv(const Layout layout, const Triangle triangle, queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHsbmv(const Layout layout, const Triangle triangle, + const size_t n, const size_t k, + const cl_half alpha, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Sbmv(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + n, k, + alpha, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + beta, + y_buffer, y_offset, y_inc, + queue, event); + return static_cast<StatusCode>(status); +} // SPMV StatusCode CLBlastSspmv(const Layout layout, const Triangle triangle, @@ -1156,6 +1232,25 @@ StatusCode CLBlastDspmv(const Layout layout, const Triangle triangle, queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHspmv(const Layout layout, const Triangle triangle, + const size_t n, + const cl_half alpha, + const cl_mem ap_buffer, const size_t ap_offset, + const cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + const cl_half beta, + cl_mem y_buffer, const size_t y_offset, const size_t y_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Spmv(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + n, + alpha, + ap_buffer, ap_offset, + x_buffer, x_offset, x_inc, + beta, + y_buffer, y_offset, y_inc, + queue, event); + return static_cast<StatusCode>(status); +} // TRMV StatusCode CLBlastStrmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, @@ -1218,6 +1313,21 @@ StatusCode CLBlastZtrmv(const Layout layout, const Triangle triangle, const Tran queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHtrmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Trmv<half>(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + static_cast<clblast::Transpose>(a_transpose), + static_cast<clblast::Diagonal>(diagonal), + n, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + queue, event); + return static_cast<StatusCode>(status); +} // TBMV StatusCode CLBlastStbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, @@ -1280,6 +1390,21 @@ StatusCode CLBlastZtbmv(const Layout layout, const Triangle triangle, const Tran queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHtbmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, const size_t k, + const cl_mem a_buffer, const size_t a_offset, const size_t a_ld, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Tbmv<half>(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + static_cast<clblast::Transpose>(a_transpose), + static_cast<clblast::Diagonal>(diagonal), + n, k, + a_buffer, a_offset, a_ld, + x_buffer, x_offset, x_inc, + queue, event); + return static_cast<StatusCode>(status); +} // TPMV StatusCode CLBlastStpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, @@ -1342,6 +1467,21 @@ StatusCode CLBlastZtpmv(const Layout layout, const Triangle triangle, const Tran queue, event); return static_cast<StatusCode>(status); } +StatusCode CLBlastHtpmv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, + const size_t n, + const cl_mem ap_buffer, const size_t ap_offset, + cl_mem x_buffer, const size_t x_offset, const size_t x_inc, + cl_command_queue* queue, cl_event* event) { + auto status = clblast::Tpmv<half>(static_cast<clblast::Layout>(layout), + static_cast<clblast::Triangle>(triangle), + static_cast<clblast::Transpose>(a_transpose), + static_cast<clblast::Diagonal>(diagonal), + n, + ap_buffer, ap_offset, + x_buffer, x_offset, x_inc, + queue, event); + return static_cast<StatusCode>(status); +} // TRSV StatusCode CLBlastStrsv(const Layout layout, const Triangle triangle, const Transpose a_transpose, const Diagonal diagonal, diff --git a/src/routines/level2/xgbmv.cc b/src/routines/level2/xgbmv.cc index f90e26b2..7a30c34a 100644 --- a/src/routines/level2/xgbmv.cc +++ b/src/routines/level2/xgbmv.cc @@ -58,6 +58,7 @@ StatusCode Xgbmv<T>::DoGbmv(const Layout layout, const Transpose a_transpose, // ================================================================================================= // Compiles the templated class +template class Xgbmv<half>; template class Xgbmv<float>; template class Xgbmv<double>; template class Xgbmv<float2>; diff --git a/src/routines/level2/xgemv.cc b/src/routines/level2/xgemv.cc index 4d6437a2..71839e96 100644 --- a/src/routines/level2/xgemv.cc +++ b/src/routines/level2/xgemv.cc @@ -20,6 +20,7 @@ namespace clblast { // ================================================================================================= // Specific implementations to get the memory-type based on a template argument +template <> const Precision Xgemv<half>::precision_ = Precision::kHalf; template <> const Precision Xgemv<float>::precision_ = Precision::kSingle; template <> const Precision Xgemv<double>::precision_ = Precision::kDouble; template <> const Precision Xgemv<float2>::precision_ = Precision::kComplexSingle; @@ -179,6 +180,7 @@ StatusCode Xgemv<T>::MatVec(const Layout layout, const Transpose a_transpose, // ================================================================================================= // Compiles the templated class +template class Xgemv<half>; template class Xgemv<float>; template class Xgemv<double>; template class Xgemv<float2>; diff --git a/src/routines/level2/xsbmv.cc b/src/routines/level2/xsbmv.cc index bc82c88d..66ba74e8 100644 --- a/src/routines/level2/xsbmv.cc +++ b/src/routines/level2/xsbmv.cc @@ -57,6 +57,7 @@ StatusCode Xsbmv<T>::DoSbmv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xsbmv<half>; template class Xsbmv<float>; template class Xsbmv<double>; diff --git a/src/routines/level2/xspmv.cc b/src/routines/level2/xspmv.cc index 6e00dcfa..589a97d4 100644 --- a/src/routines/level2/xspmv.cc +++ b/src/routines/level2/xspmv.cc @@ -57,6 +57,7 @@ StatusCode Xspmv<T>::DoSpmv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xspmv<half>; template class Xspmv<float>; template class Xspmv<double>; diff --git a/src/routines/level2/xsymv.cc b/src/routines/level2/xsymv.cc index a9eb284f..2a404a8a 100644 --- a/src/routines/level2/xsymv.cc +++ b/src/routines/level2/xsymv.cc @@ -57,6 +57,7 @@ StatusCode Xsymv<T>::DoSymv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xsymv<half>; template class Xsymv<float>; template class Xsymv<double>; diff --git a/src/routines/level2/xtbmv.cc b/src/routines/level2/xtbmv.cc index 47371c87..86e28dfb 100644 --- a/src/routines/level2/xtbmv.cc +++ b/src/routines/level2/xtbmv.cc @@ -72,6 +72,7 @@ StatusCode Xtbmv<T>::DoTbmv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xtbmv<half>; template class Xtbmv<float>; template class Xtbmv<double>; template class Xtbmv<float2>; diff --git a/src/routines/level2/xtpmv.cc b/src/routines/level2/xtpmv.cc index c63cb9b2..72445547 100644 --- a/src/routines/level2/xtpmv.cc +++ b/src/routines/level2/xtpmv.cc @@ -72,6 +72,7 @@ StatusCode Xtpmv<T>::DoTpmv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xtpmv<half>; template class Xtpmv<float>; template class Xtpmv<double>; template class Xtpmv<float2>; diff --git a/src/routines/level2/xtrmv.cc b/src/routines/level2/xtrmv.cc index 9111d41d..df6f85a3 100644 --- a/src/routines/level2/xtrmv.cc +++ b/src/routines/level2/xtrmv.cc @@ -72,6 +72,7 @@ StatusCode Xtrmv<T>::DoTrmv(const Layout layout, const Triangle triangle, // ================================================================================================= // Compiles the templated class +template class Xtrmv<half>; template class Xtrmv<float>; template class Xtrmv<double>; template class Xtrmv<float2>; |