// SPDX-License-Identifier: Apache-2.0 // // 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. // ------------------------------------------------------------------------ #if defined(ARMA_USE_BLAS) //! \namespace blas namespace for BLAS functions namespace blas { template inline void gemv(const char* transA, const blas_int* m, const blas_int* n, const eT* alpha, const eT* A, const blas_int* ldA, const eT* x, const blas_int* incx, const eT* beta, eT* y, const blas_int* incy) { arma_type_check((is_supported_blas_type::value == false)); #if defined(ARMA_USE_FORTRAN_HIDDEN_ARGS) { if( is_float::value) { typedef float T; arma_fortran(arma_sgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy, 1); } else if( is_double::value) { typedef double T; arma_fortran(arma_dgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy, 1); } else if( is_cx_float::value) { typedef blas_cxf T; arma_fortran(arma_cgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy, 1); } else if(is_cx_double::value) { typedef blas_cxd T; arma_fortran(arma_zgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy, 1); } } #else { if( is_float::value) { typedef float T; arma_fortran(arma_sgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy); } else if( is_double::value) { typedef double T; arma_fortran(arma_dgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy); } else if( is_cx_float::value) { typedef blas_cxf T; arma_fortran(arma_cgemv)(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::value) { typedef blas_cxd T; arma_fortran(arma_zgemv)(transA, m, n, (const T*)alpha, (const T*)A, ldA, (const T*)x, incx, (const T*)beta, (T*)y, incy); } } #endif } template inline void gemm(const char* transA, const char* transB, const blas_int* m, const blas_int* n, const blas_int* k, const eT* alpha, const eT* A, const blas_int* ldA, const eT* B, const blas_int* ldB, const eT* beta, eT* C, const blas_int* ldC) { arma_type_check((is_supported_blas_type::value == false)); #if defined(ARMA_USE_FORTRAN_HIDDEN_ARGS) { if( is_float::value) { typedef float T; arma_fortran(arma_sgemm)(transA, transB, m, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)B, ldB, (const T*)beta, (T*)C, ldC, 1, 1); } else if( is_double::value) { typedef double T; arma_fortran(arma_dgemm)(transA, transB, m, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)B, ldB, (const T*)beta, (T*)C, ldC, 1, 1); } else if( is_cx_float::value) { typedef blas_cxf T; arma_fortran(arma_cgemm)(transA, transB, m, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)B, ldB, (const T*)beta, (T*)C, ldC, 1, 1); } else if(is_cx_double::value) { typedef blas_cxd T; arma_fortran(arma_zgemm)(transA, transB, m, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)B, ldB, (const T*)beta, (T*)C, ldC, 1, 1); } } #else { if( is_float::value) { typedef float T; arma_fortran(arma_sgemm)(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_double::value) { typedef double T; arma_fortran(arma_dgemm)(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_float::value) { typedef blas_cxf T; arma_fortran(arma_cgemm)(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::value) { typedef blas_cxd T; arma_fortran(arma_zgemm)(transA, transB, m, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)B, ldB, (const T*)beta, (T*)C, ldC); } } #endif } template inline void syrk(const char* uplo, const char* transA, const blas_int* n, const blas_int* k, const eT* alpha, const eT* A, const blas_int* ldA, const eT* beta, eT* C, const blas_int* ldC) { arma_type_check((is_supported_blas_type::value == false)); #if defined(ARMA_USE_FORTRAN_HIDDEN_ARGS) { if( is_float::value) { typedef float T; arma_fortran(arma_ssyrk)(uplo, transA, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)beta, (T*)C, ldC, 1, 1); } else if(is_double::value) { typedef double T; arma_fortran(arma_dsyrk)(uplo, transA, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)beta, (T*)C, ldC, 1, 1); } } #else { if( is_float::value) { typedef float T; arma_fortran(arma_ssyrk)(uplo, transA, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)beta, (T*)C, ldC); } else if(is_double::value) { typedef double T; arma_fortran(arma_dsyrk)(uplo, transA, n, k, (const T*)alpha, (const T*)A, ldA, (const T*)beta, (T*)C, ldC); } } #endif } template inline void herk(const char* uplo, const char* transA, const blas_int* n, const blas_int* k, const T* alpha, const std::complex* A, const blas_int* ldA, const T* beta, std::complex* C, const blas_int* ldC) { arma_type_check((is_supported_blas_type::value == false)); #if defined(ARMA_USE_FORTRAN_HIDDEN_ARGS) { if( is_float::value) { typedef float TT; typedef blas_cxf cx_TT; arma_fortran(arma_cherk)(uplo, transA, n, k, (const TT*)alpha, (const cx_TT*)A, ldA, (const TT*)beta, (cx_TT*)C, ldC, 1, 1); } else if(is_double::value) { typedef double TT; typedef blas_cxd cx_TT; arma_fortran(arma_zherk)(uplo, transA, n, k, (const TT*)alpha, (const cx_TT*)A, ldA, (const TT*)beta, (cx_TT*)C, ldC, 1, 1); } } #else { if( is_float::value) { typedef float TT; typedef blas_cxf cx_TT; arma_fortran(arma_cherk)(uplo, transA, n, k, (const TT*)alpha, (const cx_TT*)A, ldA, (const TT*)beta, (cx_TT*)C, ldC); } else if(is_double::value) { typedef double TT; typedef blas_cxd cx_TT; arma_fortran(arma_zherk)(uplo, transA, n, k, (const TT*)alpha, (const cx_TT*)A, ldA, (const TT*)beta, (cx_TT*)C, ldC); } } #endif } template inline eT dot(const uword n_elem, const eT* x, const eT* y) { arma_type_check((is_supported_blas_type::value == false)); if(is_float::value) { #if defined(ARMA_BLAS_FLOAT_BUG) { if(n_elem == 0) { return eT(0); } const char trans = 'T'; const blas_int m = blas_int(n_elem); const blas_int n = 1; const blas_int inc = 1; const eT alpha = eT(1); const eT beta = eT(0); eT result[2]; // paranoia: using two elements instead of one blas::gemv(&trans, &m, &n, &alpha, x, &m, y, &inc, &beta, &result[0], &inc); return result[0]; } #else { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef float T; return eT( arma_fortran(arma_sdot)(&n, (const T*)x, &inc, (const T*)y, &inc) ); } #endif } else if(is_double::value) { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef double T; return eT( arma_fortran(arma_ddot)(&n, (const T*)x, &inc, (const T*)y, &inc) ); } else if( (is_cx_float::value) || (is_cx_double::value) ) { if(n_elem == 0) { return eT(0); } // using gemv() workaround due to compatibility issues with cdotu() and zdotu() const char trans = 'T'; const blas_int m = blas_int(n_elem); const blas_int n = 1; const blas_int inc = 1; const eT alpha = eT(1); const eT beta = eT(0); eT result[2]; // paranoia: using two elements instead of one blas::gemv(&trans, &m, &n, &alpha, x, &m, y, &inc, &beta, &result[0], &inc); return result[0]; } return eT(0); } template arma_inline eT asum(const uword n_elem, const eT* x) { arma_type_check((is_supported_blas_type::value == false)); if(is_float::value) { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef float T; return arma_fortran(arma_sasum)(&n, (const T*)x, &inc); } else if(is_double::value) { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef double T; return arma_fortran(arma_dasum)(&n, (const T*)x, &inc); } return eT(0); } template arma_inline eT nrm2(const uword n_elem, const eT* x) { arma_type_check((is_supported_blas_type::value == false)); if(is_float::value) { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef float T; return arma_fortran(arma_snrm2)(&n, (const T*)x, &inc); } else if(is_double::value) { blas_int n = blas_int(n_elem); blas_int inc = 1; typedef double T; return arma_fortran(arma_dnrm2)(&n, (const T*)x, &inc); } return eT(0); } } // namespace blas #endif