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-rw-r--r--test/wrapper_cblas.h1667
-rw-r--r--test/wrapper_clblas.h6
2 files changed, 1670 insertions, 3 deletions
diff --git a/test/wrapper_cblas.h b/test/wrapper_cblas.h
new file mode 100644
index 00000000..c690a45c
--- /dev/null
+++ b/test/wrapper_cblas.h
@@ -0,0 +1,1667 @@
+
+// =================================================================================================
+// 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 a CPU BLAS 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_CBLAS_H_
+#define CLBLAST_TEST_WRAPPER_CBLAS_H_
+
+#include <cblas.h>
+
+#include "internal/utilities.h"
+
+namespace clblast {
+
+// OpenBLAS is not fully Netlib CBLAS compatible
+#ifdef OPENBLAS_VERSION
+ using return_pointer_float = openblas_complex_float*;
+ using return_pointer_double = openblas_complex_double*;
+#else
+ using return_pointer_float = void*;
+ using return_pointer_double = void*;
+#endif
+
+// =================================================================================================
+// BLAS level-1 (vector-vector) routines
+// =================================================================================================
+
+// Forwards the Netlib BLAS calls for SROTG/DROTG
+void cblasXrotg(std::vector<float>& sa_buffer, const size_t sa_offset,
+ std::vector<float>& sb_buffer, const size_t sb_offset,
+ std::vector<float>& sc_buffer, const size_t sc_offset,
+ std::vector<float>& ss_buffer, const size_t ss_offset) {
+ cblas_srotg(&sa_buffer[sa_offset],
+ &sb_buffer[sb_offset],
+ &sc_buffer[sc_offset],
+ &ss_buffer[ss_offset]);
+}
+void cblasXrotg(std::vector<double>& sa_buffer, const size_t sa_offset,
+ std::vector<double>& sb_buffer, const size_t sb_offset,
+ std::vector<double>& sc_buffer, const size_t sc_offset,
+ std::vector<double>& ss_buffer, const size_t ss_offset) {
+ cblas_drotg(&sa_buffer[sa_offset],
+ &sb_buffer[sb_offset],
+ &sc_buffer[sc_offset],
+ &ss_buffer[ss_offset]);
+}
+
+// Forwards the Netlib BLAS calls for SROTMG/DROTMG
+void cblasXrotmg(std::vector<float>& sd1_buffer, const size_t sd1_offset,
+ std::vector<float>& sd2_buffer, const size_t sd2_offset,
+ std::vector<float>& sx1_buffer, const size_t sx1_offset,
+ const std::vector<float>& sy1_buffer, const size_t sy1_offset,
+ std::vector<float>& sparam_buffer, const size_t sparam_offset) {
+ cblas_srotmg(&sd1_buffer[sd1_offset],
+ &sd2_buffer[sd2_offset],
+ &sx1_buffer[sx1_offset],
+ sy1_buffer[sy1_offset],
+ &sparam_buffer[sparam_offset]);
+}
+void cblasXrotmg(std::vector<double>& sd1_buffer, const size_t sd1_offset,
+ std::vector<double>& sd2_buffer, const size_t sd2_offset,
+ std::vector<double>& sx1_buffer, const size_t sx1_offset,
+ const std::vector<double>& sy1_buffer, const size_t sy1_offset,
+ std::vector<double>& sparam_buffer, const size_t sparam_offset) {
+ cblas_drotmg(&sd1_buffer[sd1_offset],
+ &sd2_buffer[sd2_offset],
+ &sx1_buffer[sx1_offset],
+ sy1_buffer[sy1_offset],
+ &sparam_buffer[sparam_offset]);
+}
+
+// Forwards the Netlib BLAS calls for SROT/DROT
+void cblasXrot(const size_t n,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc,
+ const float cos,
+ const float sin) {
+ cblas_srot(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ cos,
+ sin);
+}
+void cblasXrot(const size_t n,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc,
+ const double cos,
+ const double sin) {
+ cblas_drot(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ cos,
+ sin);
+}
+
+// Forwards the Netlib BLAS calls for SROTM/DROTM
+void cblasXrotm(const size_t n,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float>& sparam_buffer, const size_t sparam_offset) {
+ cblas_srotm(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &sparam_buffer[sparam_offset]);
+}
+void cblasXrotm(const size_t n,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double>& sparam_buffer, const size_t sparam_offset) {
+ cblas_drotm(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &sparam_buffer[sparam_offset]);
+}
+
+// Forwards the Netlib BLAS calls for SSWAP/DSWAP/CSWAP/ZSWAP
+void cblasXswap(const size_t n,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_sswap(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXswap(const size_t n,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dswap(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXswap(const size_t n,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_cswap(n,
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXswap(const size_t n,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_zswap(n,
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for SSCAL/DSCAL/CSCAL/ZSCAL
+void cblasXscal(const size_t n,
+ const float alpha,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_sscal(n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXscal(const size_t n,
+ const double alpha,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dscal(n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXscal(const size_t n,
+ const float2 alpha,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_cscal(n,
+ alpha_array.data(),
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXscal(const size_t n,
+ const double2 alpha,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zscal(n,
+ alpha_array.data(),
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for SCOPY/DCOPY/CCOPY/ZCOPY
+void cblasXcopy(const size_t n,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_scopy(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXcopy(const size_t n,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dcopy(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXcopy(const size_t n,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_ccopy(n,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXcopy(const size_t n,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_zcopy(n,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for SAXPY/DAXPY/CAXPY/ZAXPY
+void cblasXaxpy(const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_saxpy(n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXaxpy(const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_daxpy(n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXaxpy(const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_caxpy(n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXaxpy(const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zaxpy(n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for SDOT/DDOT
+void cblasXdot(const size_t n,
+ std::vector<float>& dot_buffer, const size_t dot_offset,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ dot_buffer[dot_offset] = cblas_sdot(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+void cblasXdot(const size_t n,
+ std::vector<double>& dot_buffer, const size_t dot_offset,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ dot_buffer[dot_offset] = cblas_ddot(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for CDOTU/ZDOTU
+void cblasXdotu(const size_t n,
+ std::vector<float2>& dot_buffer, const size_t dot_offset,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_cdotu_sub(n,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<return_pointer_float>(&dot_buffer[dot_offset]));
+}
+void cblasXdotu(const size_t n,
+ std::vector<double2>& dot_buffer, const size_t dot_offset,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_zdotu_sub(n,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<return_pointer_double>(&dot_buffer[dot_offset]));
+}
+
+// Forwards the Netlib BLAS calls for CDOTC/ZDOTC
+void cblasXdotc(const size_t n,
+ std::vector<float2>& dot_buffer, const size_t dot_offset,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_cdotc_sub(n,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<return_pointer_float>(&dot_buffer[dot_offset]));
+}
+void cblasXdotc(const size_t n,
+ std::vector<double2>& dot_buffer, const size_t dot_offset,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_zdotc_sub(n,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<return_pointer_double>(&dot_buffer[dot_offset]));
+}
+
+// Forwards the Netlib BLAS calls for SNRM2/DNRM2/ScNRM2/DzNRM2
+void cblasXnrm2(const size_t n,
+ std::vector<float>& nrm2_buffer, const size_t nrm2_offset,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ nrm2_buffer[nrm2_offset] = cblas_snrm2(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXnrm2(const size_t n,
+ std::vector<double>& nrm2_buffer, const size_t nrm2_offset,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ nrm2_buffer[nrm2_offset] = cblas_dnrm2(n,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXnrm2(const size_t n,
+ std::vector<float2>& nrm2_buffer, const size_t nrm2_offset,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ nrm2_buffer[nrm2_offset] = cblas_scnrm2(n,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXnrm2(const size_t n,
+ std::vector<double2>& nrm2_buffer, const size_t nrm2_offset,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ nrm2_buffer[nrm2_offset] = cblas_dznrm2(n,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// =================================================================================================
+// BLAS level-2 (matrix-vector) routines
+// =================================================================================================
+
+// Forwards the Netlib BLAS calls for SGEMV/DGEMV/CGEMV/ZGEMV
+void cblasXgemv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_sgemv(layout, a_transpose,
+ m, 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));
+}
+void cblasXgemv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dgemv(layout, a_transpose,
+ m, 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));
+}
+void cblasXgemv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_cgemv(layout, a_transpose,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXgemv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zgemv(layout, a_transpose,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for SGBMV/DGBMV/CGBMV/ZGBMV
+void cblasXgbmv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_sgbmv(layout, a_transpose,
+ m, n, kl, 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));
+}
+void cblasXgbmv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dgbmv(layout, a_transpose,
+ m, n, kl, 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));
+}
+void cblasXgbmv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_cgbmv(layout, a_transpose,
+ m, n, kl, ku,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXgbmv(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose,
+ const size_t m, const size_t n, const size_t kl, const size_t ku,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zgbmv(layout, a_transpose,
+ m, n, kl, ku,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for CHEMV/ZHEMV
+void cblasXhemv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_chemv(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXhemv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zhemv(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for CHBMV/ZHBMV
+void cblasXhbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_chbmv(layout, triangle,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXhbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zhbmv(layout, triangle,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for CHPMV/ZHPMV
+void cblasXhpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& ap_buffer, const size_t ap_offset,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float2 beta,
+ std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_chpmv(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<float*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+void cblasXhpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& ap_buffer, const size_t ap_offset,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double2 beta,
+ std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zhpmv(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ beta_array.data(),
+ reinterpret_cast<double*>(&y_buffer[y_offset]), static_cast<int>(y_inc));
+}
+
+// Forwards the Netlib BLAS calls for SSYMV/DSYMV
+void cblasXsymv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_ssymv(layout, triangle,
+ 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));
+}
+void cblasXsymv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dsymv(layout, triangle,
+ 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));
+}
+
+// Forwards the Netlib BLAS calls for SSBMV/DSBMV
+void cblasXsbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n, const size_t k,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_ssbmv(layout, triangle,
+ n, 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));
+}
+void cblasXsbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n, const size_t k,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dsbmv(layout, triangle,
+ n, 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));
+}
+
+// Forwards the Netlib BLAS calls for SSPMV/DSPMV
+void cblasXspmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& ap_buffer, const size_t ap_offset,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const float beta,
+ std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_sspmv(layout, triangle,
+ 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));
+}
+void cblasXspmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& ap_buffer, const size_t ap_offset,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const double beta,
+ std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc) {
+ cblas_dspmv(layout, triangle,
+ 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));
+}
+
+// Forwards the Netlib BLAS calls for STRMV/DTRMV/CTRMV/ZTRMV
+void cblasXtrmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_strmv(layout, triangle, a_transpose, diagonal,
+ n,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtrmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtrmv(layout, triangle, a_transpose, diagonal,
+ n,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtrmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctrmv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtrmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztrmv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for STBMV/DTBMV/CTBMV/ZTBMV
+void cblasXtbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_stbmv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtbmv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctbmv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtbmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztbmv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for STPMV/DTPMV/CTPMV/ZTPMV
+void cblasXtpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float>& ap_buffer, const size_t ap_offset,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_stpmv(layout, triangle, a_transpose, diagonal,
+ n,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double>& ap_buffer, const size_t ap_offset,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtpmv(layout, triangle, a_transpose, diagonal,
+ n,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float2>& ap_buffer, const size_t ap_offset,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctpmv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const float*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtpmv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double2>& ap_buffer, const size_t ap_offset,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztpmv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const double*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for STRSV/DTRSV/CTRSV/ZTRSV
+void cblasXtrsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_strsv(layout, triangle, a_transpose, diagonal,
+ n,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtrsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtrsv(layout, triangle, a_transpose, diagonal,
+ n,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtrsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctrsv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtrsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztrsv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for STBSV/DTBSV/CTBSV/ZTBSV
+void cblasXtbsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_stbsv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtbsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtbsv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ &a_buffer[a_offset], a_ld,
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtbsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctbsv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtbsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n, const size_t k,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztbsv(layout, triangle, a_transpose, diagonal,
+ n, k,
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for STPSV/DTPSV/CTPSV/ZTPSV
+void cblasXtpsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float>& ap_buffer, const size_t ap_offset,
+ std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_stpsv(layout, triangle, a_transpose, diagonal,
+ n,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtpsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double>& ap_buffer, const size_t ap_offset,
+ std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_dtpsv(layout, triangle, a_transpose, diagonal,
+ n,
+ &ap_buffer[ap_offset],
+ &x_buffer[x_offset], static_cast<int>(x_inc));
+}
+void cblasXtpsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<float2>& ap_buffer, const size_t ap_offset,
+ std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ctpsv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const float*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<float*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+void cblasXtpsv(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t n,
+ const std::vector<double2>& ap_buffer, const size_t ap_offset,
+ std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc) {
+ cblas_ztpsv(layout, triangle, a_transpose, diagonal,
+ n,
+ reinterpret_cast<const double*>(&ap_buffer[ap_offset]),
+ reinterpret_cast<double*>(&x_buffer[x_offset]), static_cast<int>(x_inc));
+}
+
+// Forwards the Netlib BLAS calls for SGER/DGER
+void cblasXger(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_sger(layout,
+ m, 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);
+}
+void cblasXger(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_dger(layout,
+ m, 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);
+}
+
+// Forwards the Netlib BLAS calls for CGERU/ZGERU
+void cblasXgeru(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_cgeru(layout,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<float*>(&a_buffer[a_offset]), a_ld);
+}
+void cblasXgeru(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zgeru(layout,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<double*>(&a_buffer[a_offset]), a_ld);
+}
+
+// Forwards the Netlib BLAS calls for CGERC/ZGERC
+void cblasXgerc(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_cgerc(layout,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<float*>(&a_buffer[a_offset]), a_ld);
+}
+void cblasXgerc(const CBLAS_ORDER layout,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zgerc(layout,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<double*>(&a_buffer[a_offset]), a_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHER/ZHER
+void cblasXher(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_cher(layout, triangle,
+ n,
+ alpha,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<float*>(&a_buffer[a_offset]), a_ld);
+}
+void cblasXher(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_zher(layout, triangle,
+ n,
+ alpha,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<double*>(&a_buffer[a_offset]), a_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHPR/ZHPR
+void cblasXhpr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float2>& ap_buffer, const size_t ap_offset) {
+ cblas_chpr(layout, triangle,
+ n,
+ alpha,
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<float*>(&ap_buffer[ap_offset]));
+}
+void cblasXhpr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double2>& ap_buffer, const size_t ap_offset) {
+ cblas_zhpr(layout, triangle,
+ n,
+ alpha,
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<double*>(&ap_buffer[ap_offset]));
+}
+
+// Forwards the Netlib BLAS calls for CHER2/ZHER2
+void cblasXher2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_cher2(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<float*>(&a_buffer[a_offset]), a_ld);
+}
+void cblasXher2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zher2(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<double*>(&a_buffer[a_offset]), a_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHPR2/ZHPR2
+void cblasXhpr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float2>& ap_buffer, const size_t ap_offset) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_chpr2(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const float*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<float*>(&ap_buffer[ap_offset]));
+}
+void cblasXhpr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double2>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double2>& ap_buffer, const size_t ap_offset) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zhpr2(layout, triangle,
+ n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&x_buffer[x_offset]), static_cast<int>(x_inc),
+ reinterpret_cast<const double*>(&y_buffer[y_offset]), static_cast<int>(y_inc),
+ reinterpret_cast<double*>(&ap_buffer[ap_offset]));
+}
+
+// Forwards the Netlib BLAS calls for SSYR/DSYR
+void cblasXsyr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_ssyr(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+}
+void cblasXsyr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_dsyr(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &a_buffer[a_offset], a_ld);
+}
+
+// Forwards the Netlib BLAS calls for SSPR/DSPR
+void cblasXspr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<float>& ap_buffer, const size_t ap_offset) {
+ cblas_sspr(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+}
+void cblasXspr(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ std::vector<double>& ap_buffer, const size_t ap_offset) {
+ cblas_dspr(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &ap_buffer[ap_offset]);
+}
+
+// Forwards the Netlib BLAS calls for SSYR2/DSYR2
+void cblasXsyr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_ssyr2(layout, triangle,
+ 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);
+}
+void cblasXsyr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld) {
+ cblas_dsyr2(layout, triangle,
+ 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);
+}
+
+// Forwards the Netlib BLAS calls for SSPR2/DSPR2
+void cblasXspr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const float alpha,
+ const std::vector<float>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<float>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<float>& ap_buffer, const size_t ap_offset) {
+ cblas_sspr2(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+}
+void cblasXspr2(const CBLAS_ORDER layout, const CBLAS_UPLO triangle,
+ const size_t n,
+ const double alpha,
+ const std::vector<double>& x_buffer, const size_t x_offset, const size_t x_inc,
+ const std::vector<double>& y_buffer, const size_t y_offset, const size_t y_inc,
+ std::vector<double>& ap_buffer, const size_t ap_offset) {
+ cblas_dspr2(layout, triangle,
+ n,
+ alpha,
+ &x_buffer[x_offset], static_cast<int>(x_inc),
+ &y_buffer[y_offset], static_cast<int>(y_inc),
+ &ap_buffer[ap_offset]);
+}
+
+// =================================================================================================
+// BLAS level-3 (matrix-matrix) routines
+// =================================================================================================
+
+// Forwards the Netlib BLAS calls for SGEMM/DGEMM/CGEMM/ZGEMM
+void cblasXgemm(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose, const CBLAS_TRANSPOSE b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ std::vector<float>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_sgemm(layout, a_transpose, b_transpose,
+ m, n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXgemm(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose, const CBLAS_TRANSPOSE b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ std::vector<double>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_dgemm(layout, a_transpose, b_transpose,
+ m, n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXgemm(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose, const CBLAS_TRANSPOSE b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_cgemm(layout, a_transpose, b_transpose,
+ m, n, k,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXgemm(const CBLAS_ORDER layout, const CBLAS_TRANSPOSE a_transpose, const CBLAS_TRANSPOSE b_transpose,
+ const size_t m, const size_t n, const size_t k,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zgemm(layout, a_transpose, b_transpose,
+ m, n, k,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for SSYMM/DSYMM/CSYMM/ZSYMM
+void cblasXsymm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ std::vector<float>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_ssymm(layout, side, triangle,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsymm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ std::vector<double>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_dsymm(layout, side, triangle,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsymm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_csymm(layout, side, triangle,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXsymm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zsymm(layout, side, triangle,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHEMM/ZHEMM
+void cblasXhemm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_chemm(layout, side, triangle,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXhemm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zhemm(layout, side, triangle,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for SSYRK/DSYRK/CSYRK/ZSYRK
+void cblasXsyrk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const float beta,
+ std::vector<float>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_ssyrk(layout, triangle, a_transpose,
+ n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsyrk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const double beta,
+ std::vector<double>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_dsyrk(layout, triangle, a_transpose,
+ n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsyrk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const float2 beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_csyrk(layout, triangle, a_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ beta_array.data(),
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXsyrk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const double2 beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zsyrk(layout, triangle, a_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ beta_array.data(),
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHERK/ZHERK
+void cblasXherk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const float beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_cherk(layout, triangle, a_transpose,
+ n, k,
+ alpha,
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ beta,
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXherk(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const double beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_zherk(layout, triangle, a_transpose,
+ n, k,
+ alpha,
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ beta,
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for SSYR2K/DSYR2K/CSYR2K/ZSYR2K
+void cblasXsyr2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ std::vector<float>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_ssyr2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsyr2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ std::vector<double>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ cblas_dsyr2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld,
+ beta,
+ &c_buffer[c_offset], c_ld);
+}
+void cblasXsyr2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float2 beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<float>{beta.real(), beta.imag()};
+ cblas_csyr2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXsyr2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double2 beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ const auto beta_array = std::vector<double>{beta.real(), beta.imag()};
+ cblas_zsyr2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&b_buffer[b_offset]), b_ld,
+ beta_array.data(),
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for CHER2K/ZHER2K
+void cblasXher2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const float beta,
+ std::vector<float2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_cher2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const float*>(&b_buffer[b_offset]), b_ld,
+ beta,
+ reinterpret_cast<float*>(&c_buffer[c_offset]), c_ld);
+}
+void cblasXher2k(const CBLAS_ORDER layout, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE ab_transpose,
+ const size_t n, const size_t k,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ const std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld,
+ const double beta,
+ std::vector<double2>& c_buffer, const size_t c_offset, const size_t c_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_zher2k(layout, triangle, ab_transpose,
+ n, k,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<const double*>(&b_buffer[b_offset]), b_ld,
+ beta,
+ reinterpret_cast<double*>(&c_buffer[c_offset]), c_ld);
+}
+
+// Forwards the Netlib BLAS calls for STRMM/DTRMM/CTRMM/ZTRMM
+void cblasXtrmm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ cblas_strmm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+}
+void cblasXtrmm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ cblas_dtrmm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+}
+void cblasXtrmm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_ctrmm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&b_buffer[b_offset]), b_ld);
+}
+void cblasXtrmm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_ztrmm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&b_buffer[b_offset]), b_ld);
+}
+
+// Forwards the Netlib BLAS calls for STRSM/DTRSM/CTRSM/ZTRSM
+void cblasXtrsm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const float alpha,
+ const std::vector<float>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ cblas_strsm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+}
+void cblasXtrsm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const double alpha,
+ const std::vector<double>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ cblas_dtrsm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha,
+ &a_buffer[a_offset], a_ld,
+ &b_buffer[b_offset], b_ld);
+}
+void cblasXtrsm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const float2 alpha,
+ const std::vector<float2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<float2>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ const auto alpha_array = std::vector<float>{alpha.real(), alpha.imag()};
+ cblas_ctrsm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const float*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<float*>(&b_buffer[b_offset]), b_ld);
+}
+void cblasXtrsm(const CBLAS_ORDER layout, const CBLAS_SIDE side, const CBLAS_UPLO triangle, const CBLAS_TRANSPOSE a_transpose, const CBLAS_DIAG diagonal,
+ const size_t m, const size_t n,
+ const double2 alpha,
+ const std::vector<double2>& a_buffer, const size_t a_offset, const size_t a_ld,
+ std::vector<double2>& b_buffer, const size_t b_offset, const size_t b_ld) {
+ const auto alpha_array = std::vector<double>{alpha.real(), alpha.imag()};
+ cblas_ztrsm(layout, side, triangle, a_transpose, diagonal,
+ m, n,
+ alpha_array.data(),
+ reinterpret_cast<const double*>(&a_buffer[a_offset]), a_ld,
+ reinterpret_cast<double*>(&b_buffer[b_offset]), b_ld);
+}
+
+// =================================================================================================
+} // namespace clblast
+
+// CLBLAST_TEST_WRAPPER_CBLAS_H_
+#endif
diff --git a/test/wrapper_clblas.h b/test/wrapper_clblas.h
index fb6e83aa..89b708b8 100644
--- a/test/wrapper_clblas.h
+++ b/test/wrapper_clblas.h
@@ -65,7 +65,7 @@ template <typename T>
clblasStatus clblasXrotmg(cl_mem sd1_buffer, const size_t sd1_offset,
cl_mem sd2_buffer, const size_t sd2_offset,
cl_mem sx1_buffer, const size_t sx1_offset,
- cl_mem sy1_buffer, const size_t sy1_offset,
+ const cl_mem sy1_buffer, const size_t sy1_offset,
cl_mem sparam_buffer, const size_t sparam_offset,
cl_uint num_queues, cl_command_queue *queues,
cl_uint num_wait_events, const cl_event *wait_events, cl_event *events);
@@ -73,7 +73,7 @@ template <>
clblasStatus clblasXrotmg<float>(cl_mem sd1_buffer, const size_t sd1_offset,
cl_mem sd2_buffer, const size_t sd2_offset,
cl_mem sx1_buffer, const size_t sx1_offset,
- cl_mem sy1_buffer, const size_t sy1_offset,
+ const cl_mem sy1_buffer, const size_t sy1_offset,
cl_mem sparam_buffer, const size_t sparam_offset,
cl_uint num_queues, cl_command_queue *queues,
cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
@@ -88,7 +88,7 @@ template <>
clblasStatus clblasXrotmg<double>(cl_mem sd1_buffer, const size_t sd1_offset,
cl_mem sd2_buffer, const size_t sd2_offset,
cl_mem sx1_buffer, const size_t sx1_offset,
- cl_mem sy1_buffer, const size_t sy1_offset,
+ const cl_mem sy1_buffer, const size_t sy1_offset,
cl_mem sparam_buffer, const size_t sparam_offset,
cl_uint num_queues, cl_command_queue *queues,
cl_uint num_wait_events, const cl_event *wait_events, cl_event *events) {
generated by cgit v1.2.3 (git 2.39.1) at 2024-07-04 22:14:04 +0000