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gemm.hpp
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gemm.hpp
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//
// Copyright (c) 2002--2010
// Toon Knapen, Karl Meerbergen, Kresimir Fresl,
// Thomas Klimpel and Rutger ter Borg
//
// Distributed under the Boost Software License, Version 1.0.
// (See accompanying file LICENSE_1_0.txt or copy at
// http://www.boost.org/LICENSE_1_0.txt)
//
// THIS FILE IS AUTOMATICALLY GENERATED
// PLEASE DO NOT EDIT!
//
#ifndef BOOST_NUMERIC_BINDINGS_BLAS_LEVEL3_GEMM_HPP
#define BOOST_NUMERIC_BINDINGS_BLAS_LEVEL3_GEMM_HPP
#include <boost/assert.hpp>
#include <Core/Utils/numeric/bindings/begin.hpp>
#include <Core/Utils/numeric/bindings/data_order.hpp>
#include <Core/Utils/numeric/bindings/has_linear_array.hpp>
#include <Core/Utils/numeric/bindings/is_mutable.hpp>
#include <Core/Utils/numeric/bindings/remove_imaginary.hpp>
#include <Core/Utils/numeric/bindings/size.hpp>
#include <Core/Utils/numeric/bindings/stride.hpp>
#include <Core/Utils/numeric/bindings/trans_tag.hpp>
#include <Core/Utils/numeric/bindings/value_type.hpp>
#include <boost/static_assert.hpp>
#include <boost/type_traits/is_same.hpp>
#include <boost/type_traits/remove_const.hpp>
//
// The BLAS-backend is selected by defining a pre-processor variable,
// which can be one of
// * for CBLAS, define BOOST_NUMERIC_BINDINGS_BLAS_CBLAS
// * for CUBLAS, define BOOST_NUMERIC_BINDINGS_BLAS_CUBLAS
// * netlib-compatible BLAS is the default
//
#if defined BOOST_NUMERIC_BINDINGS_BLAS_CBLAS
#include <Core/Utils/numeric/bindings/blas/detail/cblas.h>
#include <Core/Utils/numeric/bindings/blas/detail/cblas_option.hpp>
#elif defined BOOST_NUMERIC_BINDINGS_BLAS_CUBLAS
#include <Core/Utils/numeric/bindings/blas/detail/cublas.h>
#include <Core/Utils/numeric/bindings/blas/detail/blas_option.hpp>
#else
#include <Core/Utils/numeric/bindings/blas/detail/blas.h>
#include <Core/Utils/numeric/bindings/blas/detail/blas_option.hpp>
#endif
namespace boost {
namespace numeric {
namespace bindings {
namespace blas {
//
// The detail namespace contains value-type-overloaded functions that
// dispatch to the appropriate back-end BLAS-routine.
//
namespace detail {
#if defined BOOST_NUMERIC_BINDINGS_BLAS_CBLAS
//
// Overloaded function for dispatching to
// * CBLAS backend, and
// * float value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const float alpha, const float* a,
const int lda, const float* b, const int ldb, const float beta,
float* c, const int ldc ) {
cblas_sgemm( cblas_option< Order >::value, cblas_option< TransA >::value,
cblas_option< TransB >::value, m, n, k, alpha, a, lda, b, ldb,
beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CBLAS backend, and
// * double value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const double alpha, const double* a,
const int lda, const double* b, const int ldb, const double beta,
double* c, const int ldc ) {
cblas_dgemm( cblas_option< Order >::value, cblas_option< TransA >::value,
cblas_option< TransB >::value, m, n, k, alpha, a, lda, b, ldb,
beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CBLAS backend, and
// * complex<float> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const std::complex<float> alpha,
const std::complex<float>* a, const int lda,
const std::complex<float>* b, const int ldb,
const std::complex<float> beta, std::complex<float>* c,
const int ldc ) {
cblas_cgemm( cblas_option< Order >::value, cblas_option< TransA >::value,
cblas_option< TransB >::value, m, n, k, &alpha, a, lda, b, ldb,
&beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CBLAS backend, and
// * complex<double> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const std::complex<double> alpha,
const std::complex<double>* a, const int lda,
const std::complex<double>* b, const int ldb,
const std::complex<double> beta, std::complex<double>* c,
const int ldc ) {
cblas_zgemm( cblas_option< Order >::value, cblas_option< TransA >::value,
cblas_option< TransB >::value, m, n, k, &alpha, a, lda, b, ldb,
&beta, c, ldc );
}
#elif defined BOOST_NUMERIC_BINDINGS_BLAS_CUBLAS
//
// Overloaded function for dispatching to
// * CUBLAS backend, and
// * float value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const float alpha, const float* a,
const int lda, const float* b, const int ldb, const float beta,
float* c, const int ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
cublasSgemm( blas_option< TransA >::value, blas_option< TransB >::value,
m, n, k, alpha, a, lda, b, ldb, beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CUBLAS backend, and
// * double value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const double alpha, const double* a,
const int lda, const double* b, const int ldb, const double beta,
double* c, const int ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
cublasDgemm( blas_option< TransA >::value, blas_option< TransB >::value,
m, n, k, alpha, a, lda, b, ldb, beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CUBLAS backend, and
// * complex<float> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const std::complex<float> alpha,
const std::complex<float>* a, const int lda,
const std::complex<float>* b, const int ldb,
const std::complex<float> beta, std::complex<float>* c,
const int ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
cublasCgemm( blas_option< TransA >::value, blas_option< TransB >::value,
m, n, k, alpha, a, lda, b, ldb, beta, c, ldc );
}
//
// Overloaded function for dispatching to
// * CUBLAS backend, and
// * complex<double> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB, const int m,
const int n, const int k, const std::complex<double> alpha,
const std::complex<double>* a, const int lda,
const std::complex<double>* b, const int ldb,
const std::complex<double> beta, std::complex<double>* c,
const int ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
cublasZgemm( blas_option< TransA >::value, blas_option< TransB >::value,
m, n, k, alpha, a, lda, b, ldb, beta, c, ldc );
}
#else
//
// Overloaded function for dispatching to
// * netlib-compatible BLAS backend (the default), and
// * float value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB,
const fortran_int_t m, const fortran_int_t n, const fortran_int_t k,
const float alpha, const float* a, const fortran_int_t lda,
const float* b, const fortran_int_t ldb, const float beta, float* c,
const fortran_int_t ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
BLAS_SGEMM( &blas_option< TransA >::value, &blas_option< TransB >::value,
&m, &n, &k, &alpha, a, &lda, b, &ldb, &beta, c, &ldc );
}
//
// Overloaded function for dispatching to
// * netlib-compatible BLAS backend (the default), and
// * double value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB,
const fortran_int_t m, const fortran_int_t n, const fortran_int_t k,
const double alpha, const double* a, const fortran_int_t lda,
const double* b, const fortran_int_t ldb, const double beta,
double* c, const fortran_int_t ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
BLAS_DGEMM( &blas_option< TransA >::value, &blas_option< TransB >::value,
&m, &n, &k, &alpha, a, &lda, b, &ldb, &beta, c, &ldc );
}
//
// Overloaded function for dispatching to
// * netlib-compatible BLAS backend (the default), and
// * complex<float> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB,
const fortran_int_t m, const fortran_int_t n, const fortran_int_t k,
const std::complex<float> alpha, const std::complex<float>* a,
const fortran_int_t lda, const std::complex<float>* b,
const fortran_int_t ldb, const std::complex<float> beta,
std::complex<float>* c, const fortran_int_t ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
BLAS_CGEMM( &blas_option< TransA >::value, &blas_option< TransB >::value,
&m, &n, &k, &alpha, a, &lda, b, &ldb, &beta, c, &ldc );
}
//
// Overloaded function for dispatching to
// * netlib-compatible BLAS backend (the default), and
// * complex<double> value-type.
//
template< typename Order, typename TransA, typename TransB >
inline void gemm( const Order, const TransA, const TransB,
const fortran_int_t m, const fortran_int_t n, const fortran_int_t k,
const std::complex<double> alpha, const std::complex<double>* a,
const fortran_int_t lda, const std::complex<double>* b,
const fortran_int_t ldb, const std::complex<double> beta,
std::complex<double>* c, const fortran_int_t ldc ) {
BOOST_STATIC_ASSERT( (is_same<Order, tag::column_major>::value) );
BLAS_ZGEMM( &blas_option< TransA >::value, &blas_option< TransB >::value,
&m, &n, &k, &alpha, a, &lda, b, &ldb, &beta, c, &ldc );
}
#endif
} // namespace detail
//
// Value-type based template class. Use this class if you need a type
// for dispatching to gemm.
//
template< typename Value >
struct gemm_impl {
typedef Value value_type;
typedef typename remove_imaginary< Value >::type real_type;
typedef void result_type;
//
// Static member function that
// * Deduces the required arguments for dispatching to BLAS, and
// * Asserts that most arguments make sense.
//
template< typename MatrixA, typename MatrixB, typename MatrixC >
static result_type invoke( const value_type alpha, const MatrixA& a,
const MatrixB& b, const value_type beta, MatrixC& c ) {
namespace bindings = ::boost::numeric::bindings;
typedef typename result_of::data_order< MatrixC >::type order;
typedef typename result_of::trans_tag< MatrixB, order >::type transb;
typedef typename result_of::trans_tag< MatrixA, order >::type transa;
BOOST_STATIC_ASSERT( (is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixB >::type >::type >::value) );
BOOST_STATIC_ASSERT( (is_same< typename remove_const<
typename bindings::value_type< MatrixA >::type >::type,
typename remove_const< typename bindings::value_type<
MatrixC >::type >::type >::value) );
BOOST_STATIC_ASSERT( (bindings::has_linear_array< MatrixA >::value) );
BOOST_STATIC_ASSERT( (bindings::has_linear_array< MatrixB >::value) );
BOOST_STATIC_ASSERT( (bindings::has_linear_array< MatrixC >::value) );
BOOST_STATIC_ASSERT( (bindings::is_mutable< MatrixC >::value) );
BOOST_ASSERT( bindings::size_minor(a) == 1 ||
bindings::stride_minor(a) == 1 );
BOOST_ASSERT( bindings::size_minor(b) == 1 ||
bindings::stride_minor(b) == 1 );
BOOST_ASSERT( bindings::size_minor(c) == 1 ||
bindings::stride_minor(c) == 1 );
detail::gemm( order(), transa(), transb(),
bindings::size_row(c), bindings::size_column(c),
bindings::size_column(a), alpha, bindings::begin_value(a),
bindings::stride_major(a), bindings::begin_value(b),
bindings::stride_major(b), beta, bindings::begin_value(c),
bindings::stride_major(c) );
}
};
//
// Functions for direct use. These functions are overloaded for temporaries,
// so that wrapped types can still be passed and used for write-access. Calls
// to these functions are passed to the gemm_impl classes. In the
// documentation, the const-overloads are collapsed to avoid a large number of
// prototypes which are very similar.
//
//
// Overloaded function for gemm. Its overload differs for
//
template< typename MatrixA, typename MatrixB, typename MatrixC >
inline typename gemm_impl< typename bindings::value_type<
MatrixA >::type >::result_type
gemm( const typename bindings::value_type< MatrixA >::type alpha,
const MatrixA& a, const MatrixB& b,
const typename bindings::value_type< MatrixA >::type beta,
MatrixC& c ) {
gemm_impl< typename bindings::value_type<
MatrixA >::type >::invoke( alpha, a, b, beta, c );
}
} // namespace blas
} // namespace bindings
} // namespace numeric
} // namespace boost
#endif