annotate armadillo-3.900.4/include/armadillo_bits/atlas_wrapper.hpp @ 84:55a047986812 tip

Update library URI so as not to be document-local
author Chris Cannam
date Wed, 22 Apr 2020 14:21:57 +0100
parents 1ec0e2823891
children
rev   line source
Chris@49 1 // Copyright (C) 2008-2012 NICTA (www.nicta.com.au)
Chris@49 2 // Copyright (C) 2008-2012 Conrad Sanderson
Chris@49 3 //
Chris@49 4 // This Source Code Form is subject to the terms of the Mozilla Public
Chris@49 5 // License, v. 2.0. If a copy of the MPL was not distributed with this
Chris@49 6 // file, You can obtain one at http://mozilla.org/MPL/2.0/.
Chris@49 7
Chris@49 8
Chris@49 9 #ifdef ARMA_USE_ATLAS
Chris@49 10
Chris@49 11
Chris@49 12 //! \namespace atlas namespace for ATLAS functions (imported from the global namespace)
Chris@49 13 namespace atlas
Chris@49 14 {
Chris@49 15
Chris@49 16 template<typename eT>
Chris@49 17 inline static const eT& tmp_real(const eT& X) { return X; }
Chris@49 18
Chris@49 19 template<typename T>
Chris@49 20 inline static const T tmp_real(const std::complex<T>& X) { return X.real(); }
Chris@49 21
Chris@49 22
Chris@49 23
Chris@49 24 template<typename eT>
Chris@49 25 arma_inline
Chris@49 26 eT
Chris@49 27 cblas_dot(const int N, const eT* X, const eT* Y)
Chris@49 28 {
Chris@49 29 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 30
Chris@49 31 if(is_float<eT>::value == true)
Chris@49 32 {
Chris@49 33 typedef float T;
Chris@49 34 return eT( arma_atlas(cblas_sdot)(N, (const T*)X, 1, (const T*)Y, 1) );
Chris@49 35 }
Chris@49 36 else
Chris@49 37 if(is_double<eT>::value == true)
Chris@49 38 {
Chris@49 39 typedef double T;
Chris@49 40 return eT( arma_atlas(cblas_ddot)(N, (const T*)X, 1, (const T*)Y, 1) );
Chris@49 41 }
Chris@49 42 else
Chris@49 43 {
Chris@49 44 return eT(0);
Chris@49 45 }
Chris@49 46 }
Chris@49 47
Chris@49 48
Chris@49 49
Chris@49 50 template<typename eT>
Chris@49 51 arma_inline
Chris@49 52 eT
Chris@49 53 cx_cblas_dot(const int N, const eT* X, const eT* Y)
Chris@49 54 {
Chris@49 55 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 56
Chris@49 57 if(is_supported_complex_float<eT>::value == true)
Chris@49 58 {
Chris@49 59 typedef typename std::complex<float> T;
Chris@49 60
Chris@49 61 T out;
Chris@49 62 arma_atlas(cblas_cdotu_sub)(N, (const T*)X, 1, (const T*)Y, 1, &out);
Chris@49 63
Chris@49 64 return eT(out);
Chris@49 65 }
Chris@49 66 else
Chris@49 67 if(is_supported_complex_double<eT>::value == true)
Chris@49 68 {
Chris@49 69 typedef typename std::complex<double> T;
Chris@49 70
Chris@49 71 T out;
Chris@49 72 arma_atlas(cblas_zdotu_sub)(N, (const T*)X, 1, (const T*)Y, 1, &out);
Chris@49 73
Chris@49 74 return eT(out);
Chris@49 75 }
Chris@49 76 else
Chris@49 77 {
Chris@49 78 return eT(0);
Chris@49 79 }
Chris@49 80 }
Chris@49 81
Chris@49 82
Chris@49 83
Chris@49 84 template<typename eT>
Chris@49 85 inline
Chris@49 86 void
Chris@49 87 cblas_gemv
Chris@49 88 (
Chris@49 89 const enum CBLAS_ORDER Order, const enum CBLAS_TRANSPOSE TransA,
Chris@49 90 const int M, const int N,
Chris@49 91 const eT alpha,
Chris@49 92 const eT *A, const int lda,
Chris@49 93 const eT *X, const int incX,
Chris@49 94 const eT beta,
Chris@49 95 eT *Y, const int incY
Chris@49 96 )
Chris@49 97 {
Chris@49 98 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 99
Chris@49 100 if(is_float<eT>::value == true)
Chris@49 101 {
Chris@49 102 typedef float T;
Chris@49 103 arma_atlas(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);
Chris@49 104 }
Chris@49 105 else
Chris@49 106 if(is_double<eT>::value == true)
Chris@49 107 {
Chris@49 108 typedef double T;
Chris@49 109 arma_atlas(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);
Chris@49 110 }
Chris@49 111 else
Chris@49 112 if(is_supported_complex_float<eT>::value == true)
Chris@49 113 {
Chris@49 114 typedef std::complex<float> T;
Chris@49 115 arma_atlas(cblas_cgemv)(Order, TransA, M, N, (const T*)&alpha, (const T*)A, lda, (const T*)X, incX, (const T*)&beta, (T*)Y, incY);
Chris@49 116 }
Chris@49 117 else
Chris@49 118 if(is_supported_complex_double<eT>::value == true)
Chris@49 119 {
Chris@49 120 typedef std::complex<double> T;
Chris@49 121 arma_atlas(cblas_zgemv)(Order, TransA, M, N, (const T*)&alpha, (const T*)A, lda, (const T*)X, incX, (const T*)&beta, (T*)Y, incY);
Chris@49 122 }
Chris@49 123 }
Chris@49 124
Chris@49 125
Chris@49 126
Chris@49 127 template<typename eT>
Chris@49 128 inline
Chris@49 129 void
Chris@49 130 cblas_gemm
Chris@49 131 (
Chris@49 132 const enum CBLAS_ORDER Order, const enum CBLAS_TRANSPOSE TransA,
Chris@49 133 const enum CBLAS_TRANSPOSE TransB, const int M, const int N,
Chris@49 134 const int K, const eT alpha, const eT *A,
Chris@49 135 const int lda, const eT *B, const int ldb,
Chris@49 136 const eT beta, eT *C, const int ldc
Chris@49 137 )
Chris@49 138 {
Chris@49 139 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 140
Chris@49 141 if(is_float<eT>::value == true)
Chris@49 142 {
Chris@49 143 typedef float T;
Chris@49 144 arma_atlas(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);
Chris@49 145 }
Chris@49 146 else
Chris@49 147 if(is_double<eT>::value == true)
Chris@49 148 {
Chris@49 149 typedef double T;
Chris@49 150 arma_atlas(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);
Chris@49 151 }
Chris@49 152 else
Chris@49 153 if(is_supported_complex_float<eT>::value == true)
Chris@49 154 {
Chris@49 155 typedef std::complex<float> T;
Chris@49 156 arma_atlas(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);
Chris@49 157 }
Chris@49 158 else
Chris@49 159 if(is_supported_complex_double<eT>::value == true)
Chris@49 160 {
Chris@49 161 typedef std::complex<double> T;
Chris@49 162 arma_atlas(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);
Chris@49 163 }
Chris@49 164 }
Chris@49 165
Chris@49 166
Chris@49 167
Chris@49 168 template<typename eT>
Chris@49 169 inline
Chris@49 170 int
Chris@49 171 clapack_getrf
Chris@49 172 (
Chris@49 173 const enum CBLAS_ORDER Order, const int M, const int N,
Chris@49 174 eT *A, const int lda, int *ipiv
Chris@49 175 )
Chris@49 176 {
Chris@49 177 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 178
Chris@49 179 if(is_float<eT>::value == true)
Chris@49 180 {
Chris@49 181 typedef float T;
Chris@49 182 return arma_atlas(clapack_sgetrf)(Order, M, N, (T*)A, lda, ipiv);
Chris@49 183 }
Chris@49 184 else
Chris@49 185 if(is_double<eT>::value == true)
Chris@49 186 {
Chris@49 187 typedef double T;
Chris@49 188 return arma_atlas(clapack_dgetrf)(Order, M, N, (T*)A, lda, ipiv);
Chris@49 189 }
Chris@49 190 else
Chris@49 191 if(is_supported_complex_float<eT>::value == true)
Chris@49 192 {
Chris@49 193 typedef std::complex<float> T;
Chris@49 194 return arma_atlas(clapack_cgetrf)(Order, M, N, (T*)A, lda, ipiv);
Chris@49 195 }
Chris@49 196 else
Chris@49 197 if(is_supported_complex_double<eT>::value == true)
Chris@49 198 {
Chris@49 199 typedef std::complex<double> T;
Chris@49 200 return arma_atlas(clapack_zgetrf)(Order, M, N, (T*)A, lda, ipiv);
Chris@49 201 }
Chris@49 202 else
Chris@49 203 {
Chris@49 204 return -1;
Chris@49 205 }
Chris@49 206 }
Chris@49 207
Chris@49 208
Chris@49 209
Chris@49 210 template<typename eT>
Chris@49 211 inline
Chris@49 212 int
Chris@49 213 clapack_getri
Chris@49 214 (
Chris@49 215 const enum CBLAS_ORDER Order, const int N, eT *A,
Chris@49 216 const int lda, const int *ipiv
Chris@49 217 )
Chris@49 218 {
Chris@49 219 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 220
Chris@49 221 if(is_float<eT>::value == true)
Chris@49 222 {
Chris@49 223 typedef float T;
Chris@49 224 return arma_atlas(clapack_sgetri)(Order, N, (T*)A, lda, ipiv);
Chris@49 225 }
Chris@49 226 else
Chris@49 227 if(is_double<eT>::value == true)
Chris@49 228 {
Chris@49 229 typedef double T;
Chris@49 230 return arma_atlas(clapack_dgetri)(Order, N, (T*)A, lda, ipiv);
Chris@49 231 }
Chris@49 232 else
Chris@49 233 if(is_supported_complex_float<eT>::value == true)
Chris@49 234 {
Chris@49 235 typedef std::complex<float> T;
Chris@49 236 return arma_atlas(clapack_cgetri)(Order, N, (T*)A, lda, ipiv);
Chris@49 237 }
Chris@49 238 else
Chris@49 239 if(is_supported_complex_double<eT>::value == true)
Chris@49 240 {
Chris@49 241 typedef std::complex<double> T;
Chris@49 242 return arma_atlas(clapack_zgetri)(Order, N, (T*)A, lda, ipiv);
Chris@49 243 }
Chris@49 244 else
Chris@49 245 {
Chris@49 246 return -1;
Chris@49 247 }
Chris@49 248 }
Chris@49 249
Chris@49 250
Chris@49 251
Chris@49 252 template<typename eT>
Chris@49 253 inline
Chris@49 254 int
Chris@49 255 clapack_gesv
Chris@49 256 (
Chris@49 257 const enum CBLAS_ORDER Order,
Chris@49 258 const int N, const int NRHS,
Chris@49 259 eT* A, const int lda, int* ipiv,
Chris@49 260 eT* B, const int ldb
Chris@49 261 )
Chris@49 262 {
Chris@49 263 arma_type_check((is_supported_blas_type<eT>::value == false));
Chris@49 264
Chris@49 265 if(is_float<eT>::value == true)
Chris@49 266 {
Chris@49 267 typedef float T;
Chris@49 268 return arma_atlas(clapack_sgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
Chris@49 269 }
Chris@49 270 else
Chris@49 271 if(is_double<eT>::value == true)
Chris@49 272 {
Chris@49 273 typedef double T;
Chris@49 274 return arma_atlas(clapack_dgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
Chris@49 275 }
Chris@49 276 else
Chris@49 277 if(is_supported_complex_float<eT>::value == true)
Chris@49 278 {
Chris@49 279 typedef std::complex<float> T;
Chris@49 280 return arma_atlas(clapack_cgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
Chris@49 281 }
Chris@49 282 else
Chris@49 283 if(is_supported_complex_double<eT>::value == true)
Chris@49 284 {
Chris@49 285 typedef std::complex<double> T;
Chris@49 286 return arma_atlas(clapack_zgesv)(Order, N, NRHS, (T*)A, lda, ipiv, (T*)B, ldb);
Chris@49 287 }
Chris@49 288 else
Chris@49 289 {
Chris@49 290 return -1;
Chris@49 291 }
Chris@49 292 }
Chris@49 293
Chris@49 294
Chris@49 295
Chris@49 296 }
Chris@49 297
Chris@49 298 #endif