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- // Copyright 2008-2016 Conrad Sanderson (http://conradsanderson.id.au)
- // Copyright 2008-2016 National ICT Australia (NICTA)
- //
- // Licensed under the Apache License, Version 2.0 (the "License");
- // you may not use this file except in compliance with the License.
- // You may obtain a copy of the License at
- // http://www.apache.org/licenses/LICENSE-2.0
- //
- // Unless required by applicable law or agreed to in writing, software
- // distributed under the License is distributed on an "AS IS" BASIS,
- // WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- // See the License for the specific language governing permissions and
- // limitations under the License.
- // ------------------------------------------------------------------------
- #ifdef ARMA_USE_ATLAS
- //! \namespace atlas namespace for ATLAS functions (imported from the global namespace)
- namespace atlas
- {
-
- template<typename eT>
- inline static const eT& tmp_real(const eT& X) { return X; }
-
- template<typename T>
- inline static const T tmp_real(const std::complex<T>& X) { return X.real(); }
-
-
-
- template<typename eT>
- arma_inline
- eT
- cblas_asum(const int N, const eT* X)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return eT( arma_wrapper(cblas_sasum)(N, (const T*)X, 1) );
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return eT( arma_wrapper(cblas_dasum)(N, (const T*)X, 1) );
- }
-
- return eT(0);
- }
-
-
-
- template<typename eT>
- arma_inline
- eT
- cblas_nrm2(const int N, const eT* X)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return eT( arma_wrapper(cblas_snrm2)(N, (const T*)X, 1) );
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return eT( arma_wrapper(cblas_dnrm2)(N, (const T*)X, 1) );
- }
-
- return eT(0);
- }
-
-
-
- template<typename eT>
- arma_inline
- eT
- cblas_dot(const int N, const eT* X, const eT* Y)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return eT( arma_wrapper(cblas_sdot)(N, (const T*)X, 1, (const T*)Y, 1) );
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return eT( arma_wrapper(cblas_ddot)(N, (const T*)X, 1, (const T*)Y, 1) );
- }
-
- return eT(0);
- }
-
-
-
- template<typename eT>
- arma_inline
- eT
- cblas_cx_dot(const int N, const eT* X, const eT* Y)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_cx_float<eT>::value)
- {
- typedef typename std::complex<float> T;
-
- T out;
- arma_wrapper(cblas_cdotu_sub)(N, (const T*)X, 1, (const T*)Y, 1, &out);
-
- return eT(out);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef typename std::complex<double> T;
-
- T out;
- arma_wrapper(cblas_zdotu_sub)(N, (const T*)X, 1, (const T*)Y, 1, &out);
-
- return eT(out);
- }
-
- return eT(0);
- }
-
-
-
- template<typename eT>
- inline
- void
- cblas_gemv
- (
- const enum CBLAS_ORDER Order, const enum CBLAS_TRANSPOSE TransA,
- const int M, const int N,
- const eT alpha,
- const eT *A, const int lda,
- const eT *X, const int incX,
- const eT beta,
- eT *Y, const int incY
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- arma_wrapper(cblas_sgemv)(Order, TransA, M, N, (const T)tmp_real(alpha), (const T*)A, lda, (const T*)X, incX, (const T)tmp_real(beta), (T*)Y, incY);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- arma_wrapper(cblas_dgemv)(Order, TransA, M, N, (const T)tmp_real(alpha), (const T*)A, lda, (const T*)X, incX, (const T)tmp_real(beta), (T*)Y, incY);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- arma_wrapper(cblas_cgemv)(Order, TransA, M, N, (const T*)&alpha, (const T*)A, lda, (const T*)X, incX, (const T*)&beta, (T*)Y, incY);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- arma_wrapper(cblas_zgemv)(Order, TransA, M, N, (const T*)&alpha, (const T*)A, lda, (const T*)X, incX, (const T*)&beta, (T*)Y, incY);
- }
- }
-
-
-
- template<typename eT>
- inline
- void
- cblas_gemm
- (
- const enum CBLAS_ORDER Order, const enum CBLAS_TRANSPOSE TransA,
- const enum CBLAS_TRANSPOSE TransB, const int M, const int N,
- const int K, const eT alpha, const eT *A,
- const int lda, const eT *B, const int ldb,
- const eT beta, eT *C, const int ldc
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- arma_wrapper(cblas_sgemm)(Order, TransA, TransB, M, N, K, (const T)tmp_real(alpha), (const T*)A, lda, (const T*)B, ldb, (const T)tmp_real(beta), (T*)C, ldc);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- arma_wrapper(cblas_dgemm)(Order, TransA, TransB, M, N, K, (const T)tmp_real(alpha), (const T*)A, lda, (const T*)B, ldb, (const T)tmp_real(beta), (T*)C, ldc);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- arma_wrapper(cblas_cgemm)(Order, TransA, TransB, M, N, K, (const T*)&alpha, (const T*)A, lda, (const T*)B, ldb, (const T*)&beta, (T*)C, ldc);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- arma_wrapper(cblas_zgemm)(Order, TransA, TransB, M, N, K, (const T*)&alpha, (const T*)A, lda, (const T*)B, ldb, (const T*)&beta, (T*)C, ldc);
- }
- }
-
-
-
- template<typename eT>
- inline
- void
- cblas_syrk
- (
- const enum CBLAS_ORDER Order, const enum CBLAS_UPLO Uplo, const enum CBLAS_TRANSPOSE Trans,
- const int N, const int K, const eT alpha,
- const eT* A, const int lda, const eT beta, eT* C, const int ldc
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- arma_wrapper(cblas_ssyrk)(Order, Uplo, Trans, N, K, (const T)alpha, (const T*)A, lda, (const T)beta, (T*)C, ldc);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- arma_wrapper(cblas_dsyrk)(Order, Uplo, Trans, N, K, (const T)alpha, (const T*)A, lda, (const T)beta, (T*)C, ldc);
- }
- }
-
-
-
- template<typename T>
- inline
- void
- cblas_herk
- (
- const enum CBLAS_ORDER Order, const enum CBLAS_UPLO Uplo, const enum CBLAS_TRANSPOSE Trans,
- const int N, const int K, const T alpha,
- const std::complex<T>* A, const int lda, const T beta, std::complex<T>* C, const int ldc
- )
- {
- arma_type_check((is_supported_blas_type<T>::value == false));
-
- if(is_float<T>::value)
- {
- typedef float TT;
- typedef std::complex<float> cx_TT;
-
- arma_wrapper(cblas_cherk)(Order, Uplo, Trans, N, K, (const TT)alpha, (const cx_TT*)A, lda, (const TT)beta, (cx_TT*)C, ldc);
- }
- else
- if(is_double<T>::value)
- {
- typedef double TT;
- typedef std::complex<double> cx_TT;
-
- arma_wrapper(cblas_zherk)(Order, Uplo, Trans, N, K, (const TT)alpha, (const cx_TT*)A, lda, (const TT)beta, (cx_TT*)C, ldc);
- }
- }
-
-
-
- template<typename eT>
- inline
- int
- clapack_getrf
- (
- const enum CBLAS_ORDER Order, const int M, const int N,
- eT *A, const int lda, int *ipiv
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_sgetrf)(Order, M, N, (T*)A, lda, ipiv);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dgetrf)(Order, M, N, (T*)A, lda, ipiv);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cgetrf)(Order, M, N, (T*)A, lda, ipiv);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zgetrf)(Order, M, N, (T*)A, lda, ipiv);
- }
-
- return -1;
- }
-
-
-
- template<typename eT>
- inline
- int
- clapack_getri
- (
- const enum CBLAS_ORDER Order, const int N, eT *A,
- const int lda, const int *ipiv
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_sgetri)(Order, N, (T*)A, lda, ipiv);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dgetri)(Order, N, (T*)A, lda, ipiv);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cgetri)(Order, N, (T*)A, lda, ipiv);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zgetri)(Order, N, (T*)A, lda, ipiv);
- }
-
- return -1;
- }
-
-
-
- template<typename eT>
- inline
- int
- clapack_gesv
- (
- const enum CBLAS_ORDER Order,
- const int N, const int NRHS,
- eT* A, const int lda, int* ipiv,
- eT* B, const int ldb
- )
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_sgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
- }
-
- return -1;
- }
- template<typename eT>
- inline
- int
- clapack_potrf(const enum CBLAS_ORDER Order, const enum CBLAS_UPLO Uplo, const int N, eT *A, const int lda)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_spotrf)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dpotrf)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cpotrf)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zpotrf)(Order, Uplo, N, (T*)A, lda);
- }
-
- return -1;
- }
-
-
-
- template<typename eT>
- inline
- int
- clapack_potri(const enum CBLAS_ORDER Order, const enum CBLAS_UPLO Uplo, const int N, eT *A, const int lda)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_spotri)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dpotri)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cpotri)(Order, Uplo, N, (T*)A, lda);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zpotri)(Order, Uplo, N, (T*)A, lda);
- }
-
- return -1;
- }
-
-
-
- template<typename eT>
- inline
- int
- clapack_posv(const enum CBLAS_ORDER Order, const enum CBLAS_UPLO Uplo, const int N, const int NRHS, eT *A, const int lda, eT *B, const int ldb)
- {
- arma_type_check((is_supported_blas_type<eT>::value == false));
-
- if(is_float<eT>::value)
- {
- typedef float T;
- return arma_wrapper(clapack_sposv)(Order, Uplo, N, NRHS, (T*)A, lda, (T*)B, ldb);
- }
- else
- if(is_double<eT>::value)
- {
- typedef double T;
- return arma_wrapper(clapack_dposv)(Order, Uplo, N, NRHS, (T*)A, lda, (T*)B, ldb);
- }
- else
- if(is_cx_float<eT>::value)
- {
- typedef std::complex<float> T;
- return arma_wrapper(clapack_cposv)(Order, Uplo, N, NRHS, (T*)A, lda, (T*)B, ldb);
- }
- else
- if(is_cx_double<eT>::value)
- {
- typedef std::complex<double> T;
- return arma_wrapper(clapack_zposv)(Order, Uplo, N, NRHS, (T*)A, lda, (T*)B, ldb);
- }
-
- return -1;
- }
- }
- #endif
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