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authorCedric Nugteren <web@cedricnugteren.nl>2017-04-05 21:27:25 +0200
committerCedric Nugteren <web@cedricnugteren.nl>2017-04-05 21:27:25 +0200
commit674ff96fdf79b171ba4d100fefff437d7943ddc9 (patch)
treebd4a41e1803cb2ec32f50c6a8ac277fe898f61c9 /test
parentaf9a521042ffc2823f60e12018db9e0a29120628 (diff)
Added a first version of a cuBLAS wrapper (WIP)
Diffstat (limited to 'test')
-rw-r--r--test/wrapper_cublas.hpp2418
1 files changed, 2418 insertions, 0 deletions
diff --git a/test/wrapper_cublas.hpp b/test/wrapper_cublas.hpp
new file mode 100644
index 00000000..a0e274f0
--- /dev/null
+++ b/test/wrapper_cublas.hpp
@@ -0,0 +1,2418 @@
+
+// =================================================================================================
+// 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 wrapper around the cuBLAS library, such that its routines can be called
+// in a similar way as the CLBlast routines: using alpha and beta to determine the precision.
+//
+// =================================================================================================
+
+#ifndef CLBLAST_TEST_WRAPPER_CUBLAS_H_
+#define CLBLAST_TEST_WRAPPER_CUBLAS_H_
+
+#include <cuda_runtime.h>
+#include <cublas_v2.h>
+
+#include "utilities/utilities.hpp"
+
+namespace clblast {
+
+// Conversions from CLBlast types
+cublasOperation_t convertToCUBLAS(const Transpose v) { return (v == Transpose::kNo) ? CUBLAS_OP_N : (v == Transpose::kYes) ? CUBLAS_OP_T : CUBLAS_OP_C; }
+cublasFillMode_t convertToCUBLAS(const Triangle v) { return (v == Triangle::kUpper) ? CUBLAS_FILL_MODE_UPPER : CUBLAS_FILL_MODE_LOWER; }
+cublasDiagType_t convertToCUBLAS(const Diagonal v) { return (v == Diagonal::kUnit) ? CUBLAS_DIAG_UNIT : CUBLAS_DIAG_NON_UNIT; }
+cublasSideMode_t convertToCUBLAS(const Side v) { return (v == Side::kLeft) ? CUBLAS_SIDE_LEFT : CUBLAS_SIDE_RIGHT; }
+
+// =================================================================================================
+// BLAS level-1 (vector-vector) routines
+// =================================================================================================
+
+// Forwards the cuBLAS calls for SROTG/DROTG
+template <typename T>
+cublasStatus_t cublasXrotg(T* sa_buffer, const size_t sa_offset,
+ T* sb_buffer, const size_t sb_offset,
+ T* sc_buffer, const size_t sc_offset,
+ T* ss_buffer, const size_t ss_offset);
+template <>
+cublasStatus_t cublasXrotg<float>(float* sa_buffer, const size_t sa_offset,
+ float* sb_buffer, const size_t sb_offset,
+ float* sc_buffer, const size_t sc_offset,
+ float* ss_buffer, const size_t ss_offset) {
+ cublasHandle_t handle;
+ auto status = cublasSrotg(handle, &sa_buffer[sa_offset],
+ &sb_buffer[sb_offset],
+ &sc_buffer[sc_offset],
+ &ss_buffer[ss_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXrotg<double>(double* sa_buffer, const size_t sa_offset,
+ double* sb_buffer, const size_t sb_offset,
+ double* sc_buffer, const size_t sc_offset,
+ double* ss_buffer, const size_t ss_offset) {
+ cublasHandle_t handle;
+ auto status = cublasDrotg(handle, &sa_buffer[sa_offset],
+ &sb_buffer[sb_offset],
+ &sc_buffer[sc_offset],
+ &ss_buffer[ss_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SROTMG/DROTMG
+template <typename T>
+cublasStatus_t cublasXrotmg(T* sd1_buffer, const size_t sd1_offset,
+ T* sd2_buffer, const size_t sd2_offset,
+ T* sx1_buffer, const size_t sx1_offset,
+ const T* sy1_buffer, const size_t sy1_offset,
+ T* sparam_buffer, const size_t sparam_offset);
+template <>
+cublasStatus_t cublasXrotmg<float>(float* sd1_buffer, const size_t sd1_offset,
+ float* sd2_buffer, const size_t sd2_offset,
+ float* sx1_buffer, const size_t sx1_offset,
+ const float* sy1_buffer, const size_t sy1_offset,
+ float* sparam_buffer, const size_t sparam_offset) {
+ cublasHandle_t handle;
+ auto status = cublasSrotmg(handle, &sd1_buffer[sd1_offset],
+ &sd2_buffer[sd2_offset],
+ &sx1_buffer[sx1_offset],
+ &sy1_buffer[sy1_offset],
+ &sparam_buffer[sparam_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXrotmg<double>(double* sd1_buffer, const size_t sd1_offset,
+ double* sd2_buffer, const size_t sd2_offset,
+ double* sx1_buffer, const size_t sx1_offset,
+ const double* sy1_buffer, const size_t sy1_offset,
+ double* sparam_buffer, const size_t sparam_offset) {
+ cublasHandle_t handle;
+ auto status = cublasDrotmg(handle, &sd1_buffer[sd1_offset],
+ &sd2_buffer[sd2_offset],
+ &sx1_buffer[sx1_offset],
+ &sy1_buffer[sy1_offset],
+ &sparam_buffer[sparam_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SROT/DROT
+cublasStatus_t cublasXrot(const size_t n,
+ float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* y_buffer, const size_t y_offset, const size_t y_inc,
+ const float cos,
+ const float sin) {
+ cublasHandle_t handle;
+ auto status = cublasSrot(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ cos,
+ sin);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXrot(const size_t n,
+ double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* y_buffer, const size_t y_offset, const size_t y_inc,
+ const double cos,
+ const double sin) {
+ cublasHandle_t handle;
+ auto status = cublasDrot(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ cos,
+ sin);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SROTM/DROTM
+template <typename T>
+cublasStatus_t cublasXrotm(const size_t n,
+ T* x_buffer, const size_t x_offset, const size_t x_inc,
+ T* y_buffer, const size_t y_offset, const size_t y_inc,
+ T* sparam_buffer, const size_t sparam_offset);
+template <>
+cublasStatus_t cublasXrotm<float>(const size_t n,
+ float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* y_buffer, const size_t y_offset, const size_t y_inc,
+ float* sparam_buffer, const size_t sparam_offset) {
+ cublasHandle_t handle;
+ auto status = cublasSrotm(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &sparam_buffer[sparam_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXrotm<double>(const size_t n,
+ double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* y_buffer, const size_t y_offset, const size_t y_inc,
+ double* sparam_buffer, const size_t sparam_offset) {
+ cublasHandle_t handle;
+ auto status = cublasDrotm(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &sparam_buffer[sparam_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SSWAP/DSWAP/CSWAP/ZSWAP
+template <typename T>
+cublasStatus_t cublasXswap(const size_t n,
+ T* x_buffer, const size_t x_offset, const size_t x_inc,
+ T* y_buffer, const size_t y_offset, const size_t y_inc);
+template <>
+cublasStatus_t cublasXswap<float>(const size_t n,
+ float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSswap(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXswap<double>(const size_t n,
+ double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDswap(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXswap<float2>(const size_t n,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCswap(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXswap<double2>(const size_t n,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZswap(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXswap<half>(const size_t n,
+ half* x_buffer, const size_t x_offset, const size_t x_inc,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSCAL/DSCAL/CSCAL/ZSCAL
+cublasStatus_t cublasXscal(const size_t n,
+ const float alpha,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSscal(handle, static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXscal(const size_t n,
+ const double alpha,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDscal(handle, static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXscal(const size_t n,
+ const float2 alpha,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCscal(handle, static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXscal(const size_t n,
+ const double2 alpha,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZscal(handle, static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXscal(const size_t n,
+ const half alpha,
+ half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SCOPY/DCOPY/CCOPY/ZCOPY
+template <typename T>
+cublasStatus_t cublasXcopy(const size_t n,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc,
+ T* y_buffer, const size_t y_offset, const size_t y_inc);
+template <>
+cublasStatus_t cublasXcopy<float>(const size_t n,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasScopy(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXcopy<double>(const size_t n,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDcopy(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXcopy<float2>(const size_t n,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCcopy(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXcopy<double2>(const size_t n,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZcopy(handle, static_cast<int>(n),
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXcopy<half>(const size_t n,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SAXPY/DAXPY/CAXPY/ZAXPY
+cublasStatus_t cublasXaxpy(const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSaxpy(handle, static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXaxpy(const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDaxpy(handle, static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXaxpy(const size_t n,
+ const float2 alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCaxpy(handle, static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXaxpy(const size_t n,
+ const double2 alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZaxpy(handle, static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXaxpy(const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SDOT/DDOT
+template <typename T>
+cublasStatus_t cublasXdot(const size_t n,
+ T* dot_buffer, const size_t dot_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc,
+ const T* y_buffer, const size_t y_offset, const size_t y_inc);
+template <>
+cublasStatus_t cublasXdot<float>(const size_t n,
+ float* dot_buffer, const size_t dot_offset,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSdot(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXdot<double>(const size_t n,
+ double* dot_buffer, const size_t dot_offset,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDdot(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXdot<half>(const size_t n,
+ half* dot_buffer, const size_t dot_offset,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CDOTU/ZDOTU
+template <typename T>
+cublasStatus_t cublasXdotu(const size_t n,
+ T* dot_buffer, const size_t dot_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc,
+ const T* y_buffer, const size_t y_offset, const size_t y_inc);
+template <>
+cublasStatus_t cublasXdotu<float2>(const size_t n,
+ float2* dot_buffer, const size_t dot_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCdotu(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXdotu<double2>(const size_t n,
+ double2* dot_buffer, const size_t dot_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZdotu(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CDOTC/ZDOTC
+template <typename T>
+cublasStatus_t cublasXdotc(const size_t n,
+ T* dot_buffer, const size_t dot_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc,
+ const T* y_buffer, const size_t y_offset, const size_t y_inc);
+template <>
+cublasStatus_t cublasXdotc<float2>(const size_t n,
+ float2* dot_buffer, const size_t dot_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCdotc(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXdotc<double2>(const size_t n,
+ double2* dot_buffer, const size_t dot_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZdotc(handle, static_cast<int>(n),
+ &dot_buffer[dot_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SNRM2/DNRM2/ScNRM2/DzNRM2
+template <typename T>
+cublasStatus_t cublasXnrm2(const size_t n,
+ T* nrm2_buffer, const size_t nrm2_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXnrm2<float>(const size_t n,
+ float* nrm2_buffer, const size_t nrm2_offset,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSnrm2(handle, static_cast<int>(n),
+ &nrm2_buffer[nrm2_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXnrm2<double>(const size_t n,
+ double* nrm2_buffer, const size_t nrm2_offset,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDnrm2(handle, static_cast<int>(n),
+ &nrm2_buffer[nrm2_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXnrm2<float2>(const size_t n,
+ float2* nrm2_buffer, const size_t nrm2_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasScnrm2(handle, static_cast<int>(n),
+ &nrm2_buffer[nrm2_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXnrm2<double2>(const size_t n,
+ double2* nrm2_buffer, const size_t nrm2_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDznrm2(handle, static_cast<int>(n),
+ &nrm2_buffer[nrm2_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXnrm2<half>(const size_t n,
+ half* nrm2_buffer, const size_t nrm2_offset,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SASUM/DASUM/ScASUM/DzASUM
+template <typename T>
+cublasStatus_t cublasXasum(const size_t n,
+ T* asum_buffer, const size_t asum_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXasum<float>(const size_t n,
+ float* asum_buffer, const size_t asum_offset,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSasum(handle, static_cast<int>(n),
+ &asum_buffer[asum_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXasum<double>(const size_t n,
+ double* asum_buffer, const size_t asum_offset,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDasum(handle, static_cast<int>(n),
+ &asum_buffer[asum_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXasum<float2>(const size_t n,
+ float2* asum_buffer, const size_t asum_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasScasum(handle, static_cast<int>(n),
+ &asum_buffer[asum_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXasum<double2>(const size_t n,
+ double2* asum_buffer, const size_t asum_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDzasum(handle, static_cast<int>(n),
+ &asum_buffer[asum_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXasum<half>(const size_t n,
+ half* asum_buffer, const size_t asum_offset,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for iSAMAX/iDAMAX/iCAMAX/iZAMAX/iHAMAX
+template <typename T>
+cublasStatus_t cublasXamax(const size_t n,
+ T* imax_buffer, const size_t imax_offset,
+ const T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXamax<float>(const size_t n,
+ float* imax_buffer, const size_t imax_offset,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasiSamax(handle, static_cast<int>(n),
+ &imax_buffer[imax_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXamax<double>(const size_t n,
+ double* imax_buffer, const size_t imax_offset,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasiDamax(handle, static_cast<int>(n),
+ &imax_buffer[imax_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXamax<float2>(const size_t n,
+ float2* imax_buffer, const size_t imax_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasiCamax(handle, static_cast<int>(n),
+ &imax_buffer[imax_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXamax<double2>(const size_t n,
+ double2* imax_buffer, const size_t imax_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasiZamax(handle, static_cast<int>(n),
+ &imax_buffer[imax_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXamax<half>(const size_t n,
+ half* imax_buffer, const size_t imax_offset,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// =================================================================================================
+// BLAS level-2 (matrix-vector) routines
+// =================================================================================================
+
+// Forwards the cuBLAS calls for SGEMV/DGEMV/CGEMV/ZGEMV
+cublasStatus_t cublasXgemv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSgemv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDgemv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCgemv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_float2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZgemv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_double2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half beta,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SGBMV/DGBMV/CGBMV/ZGBMV
+cublasStatus_t cublasXgbmv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSgbmv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(kl), static_cast<int>(ku),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgbmv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDgbmv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(kl), static_cast<int>(ku),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgbmv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCgbmv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(kl), static_cast<int>(ku),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_float2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgbmv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZgbmv(handle, layout, a_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(kl), static_cast<int>(ku),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_double2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgbmv(const cublas_has_no_layout layout, const cublasOperation_t a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half beta,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CHEMV/ZHEMV
+cublasStatus_t cublasXhemv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasChemv(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_float2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhemv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZhemv(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_double2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHBMV/ZHBMV
+cublasStatus_t cublasXhbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasChbmv(handle, layout, triangle,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_float2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZhbmv(handle, layout, triangle,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_double2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHPMV/ZHPMV
+cublasStatus_t cublasXhpmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float2 alpha,
+ const float2* ap_buffer, const size_t ap_offset,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ float2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasChpmv(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_float2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhpmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double2 alpha,
+ const double2* ap_buffer, const size_t ap_offset,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ double2* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZhpmv(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &cl_double2{{beta.real(), beta.imag()}},
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SSYMV/DSYMV
+cublasStatus_t cublasXsymv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSsymv(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDsymv(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half beta,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSBMV/DSBMV
+cublasStatus_t cublasXsbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n, const size_t k,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSsbmv(handle, layout, triangle,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n, const size_t k,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDsbmv(handle, layout, triangle,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n, const size_t k,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half beta,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSPMV/DSPMV
+cublasStatus_t cublasXspmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* ap_buffer, const size_t ap_offset,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ float* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasSspmv(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* ap_buffer, const size_t ap_offset,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ double* y_buffer, const size_t y_offset, const size_t y_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDspmv(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &beta,
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* ap_buffer, const size_t ap_offset,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half beta,
+ half* y_buffer, const size_t y_offset, const size_t y_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for STRMV/DTRMV/CTRMV/ZTRMV
+template <typename T>
+cublasStatus_t cublasXtrmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const T* a_buffer, const size_t a_offset, const size_t a_ld,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtrmv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStrmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrmv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtrmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrmv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtrmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrmv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtrmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrmv<half>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for STBMV/DTBMV/CTBMV/ZTBMV
+template <typename T>
+cublasStatus_t cublasXtbmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const T* a_buffer, const size_t a_offset, const size_t a_ld,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtbmv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStbmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbmv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtbmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbmv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtbmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbmv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtbmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbmv<half>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for STPMV/DTPMV/CTPMV/ZTPMV
+template <typename T>
+cublasStatus_t cublasXtpmv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const T* ap_buffer, const size_t ap_offset,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtpmv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float* ap_buffer, const size_t ap_offset,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStpmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpmv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double* ap_buffer, const size_t ap_offset,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtpmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpmv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float2* ap_buffer, const size_t ap_offset,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtpmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpmv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double2* ap_buffer, const size_t ap_offset,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtpmv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpmv<half>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const half* ap_buffer, const size_t ap_offset,
+ half* x_buffer, const size_t x_offset, const size_t x_inc) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for STRSV/DTRSV/CTRSV/ZTRSV
+template <typename T>
+cublasStatus_t cublasXtrsv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const T* a_buffer, const size_t a_offset, const size_t a_ld,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtrsv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStrsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrsv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtrsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrsv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtrsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtrsv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtrsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for STBSV/DTBSV/CTBSV/ZTBSV
+template <typename T>
+cublasStatus_t cublasXtbsv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const T* a_buffer, const size_t a_offset, const size_t a_ld,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtbsv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStbsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbsv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtbsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbsv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtbsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtbsv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n, const size_t k,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtbsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n), static_cast<int>(k),
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for STPSV/DTPSV/CTPSV/ZTPSV
+template <typename T>
+cublasStatus_t cublasXtpsv(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const T* ap_buffer, const size_t ap_offset,
+ T* x_buffer, const size_t x_offset, const size_t x_inc);
+template <>
+cublasStatus_t cublasXtpsv<float>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float* ap_buffer, const size_t ap_offset,
+ float* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasStpsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpsv<double>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double* ap_buffer, const size_t ap_offset,
+ double* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasDtpsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpsv<float2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const float2* ap_buffer, const size_t ap_offset,
+ float2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasCtpsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+template <>
+cublasStatus_t cublasXtpsv<double2>(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t n,
+ const double2* ap_buffer, const size_t ap_offset,
+ double2* x_buffer, const size_t x_offset, const size_t x_inc) {
+ cublasHandle_t handle;
+ auto status = cublasZtpsv(handle, layout, triangle, a_transpose, diagonal,
+ static_cast<int>(n),
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SGER/DGER
+cublasStatus_t cublasXger(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float* y_buffer, const size_t y_offset, const size_t y_inc,
+ float* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSger(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXger(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double* y_buffer, const size_t y_offset, const size_t y_inc,
+ double* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDger(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXger(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half* y_buffer, const size_t y_offset, const size_t y_inc,
+ half* a_buffer, const size_t a_offset, const size_t a_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CGERU/ZGERU
+cublasStatus_t cublasXgeru(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc,
+ float2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCgeru(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgeru(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc,
+ double2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZgeru(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CGERC/ZGERC
+cublasStatus_t cublasXgerc(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc,
+ float2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCgerc(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgerc(const cublas_has_no_layout layout,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc,
+ double2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZgerc(handle, layout,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHER/ZHER
+cublasStatus_t cublasXher(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ float2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCher(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXher(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ double2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZher(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHPR/ZHPR
+cublasStatus_t cublasXhpr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ float2* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasChpr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhpr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ double2* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasZhpr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHER2/ZHER2
+cublasStatus_t cublasXher2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float2 alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc,
+ float2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCher2(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXher2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double2 alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc,
+ double2* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZher2(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for CHPR2/ZHPR2
+cublasStatus_t cublasXhpr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float2 alpha,
+ const float2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2* y_buffer, const size_t y_offset, const size_t y_inc,
+ float2* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasChpr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhpr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double2 alpha,
+ const double2* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2* y_buffer, const size_t y_offset, const size_t y_inc,
+ double2* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasZhpr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SSYR/DSYR
+cublasStatus_t cublasXsyr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSsyr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDsyr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ half* a_buffer, const size_t a_offset, const size_t a_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSPR/DSPR
+cublasStatus_t cublasXspr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ float* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasSspr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ double* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasDspr(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspr(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ half* ap_buffer, const size_t ap_offset) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSYR2/DSYR2
+cublasStatus_t cublasXsyr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float* y_buffer, const size_t y_offset, const size_t y_inc,
+ float* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSsyr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double* y_buffer, const size_t y_offset, const size_t y_inc,
+ double* a_buffer, const size_t a_offset, const size_t a_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDsyr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &a_buffer[a_offset], a_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half* y_buffer, const size_t y_offset, const size_t y_inc,
+ half* a_buffer, const size_t a_offset, const size_t a_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSPR2/DSPR2
+cublasStatus_t cublasXspr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const float alpha,
+ const float* x_buffer, const size_t x_offset, const size_t x_inc,
+ const float* y_buffer, const size_t y_offset, const size_t y_inc,
+ float* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasSspr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const double alpha,
+ const double* x_buffer, const size_t x_offset, const size_t x_inc,
+ const double* y_buffer, const size_t y_offset, const size_t y_inc,
+ double* ap_buffer, const size_t ap_offset) {
+ cublasHandle_t handle;
+ auto status = cublasDspr2(handle, layout, triangle,
+ static_cast<int>(n),
+ &alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXspr2(const cublas_has_no_layout layout, const cublasFillMode_t triangle,
+ const size_t n,
+ const half alpha,
+ const half* x_buffer, const size_t x_offset, const size_t x_inc,
+ const half* y_buffer, const size_t y_offset, const size_t y_inc,
+ half* ap_buffer, const size_t ap_offset) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// =================================================================================================
+// BLAS level-3 (matrix-matrix) routines
+// =================================================================================================
+
+// Forwards the cuBLAS calls for SGEMM/DGEMM/CGEMM/ZGEMM
+cublasStatus_t cublasXgemm(const cublas_has_no_layout layout, const cublasOperation_t a_transpose, const cublasOperation_t b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ float* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSgemm(handle, layout, a_transpose, b_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemm(const cublas_has_no_layout layout, const cublasOperation_t a_transpose, const cublasOperation_t b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ double* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDgemm(handle, layout, a_transpose, b_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemm(const cublas_has_no_layout layout, const cublasOperation_t a_transpose, const cublasOperation_t b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCgemm(handle, layout, a_transpose, b_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(k),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_float2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemm(const cublas_has_no_layout layout, const cublasOperation_t a_transpose, const cublasOperation_t b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZgemm(handle, layout, a_transpose, b_transpose,
+ static_cast<int>(m), static_cast<int>(n), static_cast<int>(k),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_double2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXgemm(const cublas_has_no_layout layout, const cublasOperation_t a_transpose, const cublasOperation_t b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* b_buffer, const size_t b_offset, const size_t b_ld,
+ const half beta,
+ half* c_buffer, const size_t c_offset, const size_t c_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for SSYMM/DSYMM/CSYMM/ZSYMM
+cublasStatus_t cublasXsymm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ float* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSsymm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ double* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDsymm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCsymm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_float2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZsymm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_double2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsymm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* b_buffer, const size_t b_offset, const size_t b_ld,
+ const half beta,
+ half* c_buffer, const size_t c_offset, const size_t c_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CHEMM/ZHEMM
+cublasStatus_t cublasXhemm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasChemm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_float2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXhemm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZhemm(handle, layout, side, triangle,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_double2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SSYRK/DSYRK/CSYRK/ZSYRK
+cublasStatus_t cublasXsyrk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float beta,
+ float* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSsyrk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyrk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double beta,
+ double* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDsyrk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyrk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2 beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCsyrk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &cl_float2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyrk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2 beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZsyrk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &cl_double2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyrk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half beta,
+ half* c_buffer, const size_t c_offset, const size_t c_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CHERK/ZHERK
+cublasStatus_t cublasXherk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCherk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXherk(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t a_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZherk(handle, layout, triangle, a_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for SSYR2K/DSYR2K/CSYR2K/ZSYR2K
+cublasStatus_t cublasXsyr2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ float* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasSsyr2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ double* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDsyr2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCsyr2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_float2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZsyr2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &cl_double2{{beta.real(), beta.imag()}},
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXsyr2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ const half* b_buffer, const size_t b_offset, const size_t b_ld,
+ const half beta,
+ half* c_buffer, const size_t c_offset, const size_t c_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for CHER2K/ZHER2K
+cublasStatus_t cublasXher2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ float2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCher2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXher2k(const cublas_has_no_layout layout, const cublasFillMode_t triangle, const cublasOperation_t ab_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2* b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ double2* c_buffer, const size_t c_offset, const size_t c_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZher2k(handle, layout, triangle, ab_transpose,
+ static_cast<int>(n), static_cast<int>(k),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ &beta,
+ &c_buffer[c_offset], c_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// Forwards the cuBLAS calls for STRMM/DTRMM/CTRMM/ZTRMM
+cublasStatus_t cublasXtrmm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasStrmm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrmm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDtrmm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrmm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCtrmm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrmm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZtrmm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrmm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const half alpha,
+ const half* a_buffer, const size_t a_offset, const size_t a_ld,
+ half* b_buffer, const size_t b_offset, const size_t b_ld) {
+ return CUBLAS_STATUS_NOT_SUPPORTED;
+}
+
+// Forwards the cuBLAS calls for STRSM/DTRSM/CTRSM/ZTRSM
+cublasStatus_t cublasXtrsm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const float alpha,
+ const float* a_buffer, const size_t a_offset, const size_t a_ld,
+ float* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasStrsm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrsm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const double alpha,
+ const double* a_buffer, const size_t a_offset, const size_t a_ld,
+ double* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasDtrsm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrsm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const float2* a_buffer, const size_t a_offset, const size_t a_ld,
+ float2* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasCtrsm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_float2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+cublasStatus_t cublasXtrsm(const cublas_has_no_layout layout, const cublasSideMode_t side, const cublasFillMode_t triangle, const cublasOperation_t a_transpose, const cublasDiagType_t diagonal,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const double2* a_buffer, const size_t a_offset, const size_t a_ld,
+ double2* b_buffer, const size_t b_offset, const size_t b_ld) {
+ cublasHandle_t handle;
+ auto status = cublasZtrsm(handle, layout, side, triangle, a_transpose, diagonal,
+ static_cast<int>(m), static_cast<int>(n),
+ &cl_double2{{alpha.real(), alpha.imag()}},
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+ cublasDestroy(handle);
+ return status;
+}
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_TEST_WRAPPER_CUBLAS_H_
+#endif