annotate armadillo-3.900.4/include/armadillo_bits/Gen_meat.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) 2011-2013 NICTA (www.nicta.com.au)
Chris@49 2 // Copyright (C) 2011-2013 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 //! \addtogroup Gen
Chris@49 10 //! @{
Chris@49 11
Chris@49 12
Chris@49 13
Chris@49 14 template<typename T1, typename gen_type>
Chris@49 15 arma_inline
Chris@49 16 Gen<T1, gen_type>::Gen(const uword in_n_rows, const uword in_n_cols)
Chris@49 17 : n_rows(in_n_rows)
Chris@49 18 , n_cols(in_n_cols)
Chris@49 19 {
Chris@49 20 arma_extra_debug_sigprint();
Chris@49 21 }
Chris@49 22
Chris@49 23
Chris@49 24
Chris@49 25 template<typename T1, typename gen_type>
Chris@49 26 arma_inline
Chris@49 27 Gen<T1, gen_type>::~Gen()
Chris@49 28 {
Chris@49 29 arma_extra_debug_sigprint();
Chris@49 30 }
Chris@49 31
Chris@49 32
Chris@49 33
Chris@49 34 template<typename T1, typename gen_type>
Chris@49 35 arma_inline
Chris@49 36 typename T1::elem_type
Chris@49 37 Gen<T1, gen_type>::generate()
Chris@49 38 {
Chris@49 39 typedef typename T1::elem_type eT;
Chris@49 40
Chris@49 41 if(is_same_type<gen_type, gen_ones_full>::value == true) { return eT(1); }
Chris@49 42 else if(is_same_type<gen_type, gen_zeros >::value == true) { return eT(0); }
Chris@49 43 else if(is_same_type<gen_type, gen_randu >::value == true) { return eT(eop_aux_randu<eT>()); }
Chris@49 44 else if(is_same_type<gen_type, gen_randn >::value == true) { return eT(eop_aux_randn<eT>()); }
Chris@49 45 else { return eT(); }
Chris@49 46 }
Chris@49 47
Chris@49 48
Chris@49 49
Chris@49 50 template<typename T1, typename gen_type>
Chris@49 51 arma_inline
Chris@49 52 typename T1::elem_type
Chris@49 53 Gen<T1, gen_type>::operator[](const uword ii) const
Chris@49 54 {
Chris@49 55 typedef typename T1::elem_type eT;
Chris@49 56
Chris@49 57 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 58 {
Chris@49 59 return ((ii % n_rows) == (ii / n_rows)) ? eT(1) : eT(0);
Chris@49 60 }
Chris@49 61 else
Chris@49 62 {
Chris@49 63 return Gen<T1, gen_type>::generate();
Chris@49 64 }
Chris@49 65 }
Chris@49 66
Chris@49 67
Chris@49 68
Chris@49 69 template<typename T1, typename gen_type>
Chris@49 70 arma_inline
Chris@49 71 typename T1::elem_type
Chris@49 72 Gen<T1, gen_type>::at(const uword row, const uword col) const
Chris@49 73 {
Chris@49 74 typedef typename T1::elem_type eT;
Chris@49 75
Chris@49 76 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 77 {
Chris@49 78 return (row == col) ? eT(1) : eT(0);
Chris@49 79 }
Chris@49 80 else
Chris@49 81 {
Chris@49 82 return Gen<T1, gen_type>::generate();
Chris@49 83 }
Chris@49 84 }
Chris@49 85
Chris@49 86
Chris@49 87
Chris@49 88 template<typename T1, typename gen_type>
Chris@49 89 arma_inline
Chris@49 90 typename T1::elem_type
Chris@49 91 Gen<T1, gen_type>::at_alt(const uword ii) const
Chris@49 92 {
Chris@49 93 return operator[](ii);
Chris@49 94 }
Chris@49 95
Chris@49 96
Chris@49 97
Chris@49 98 template<typename T1, typename gen_type>
Chris@49 99 inline
Chris@49 100 void
Chris@49 101 Gen<T1, gen_type>::apply(Mat<typename T1::elem_type>& out) const
Chris@49 102 {
Chris@49 103 arma_extra_debug_sigprint();
Chris@49 104
Chris@49 105 // NOTE: we're assuming that the matrix has already been set to the correct size;
Chris@49 106 // this is done by either the Mat contructor or operator=()
Chris@49 107
Chris@49 108 if(is_same_type<gen_type, gen_ones_diag>::value == true) { out.eye(); }
Chris@49 109 else if(is_same_type<gen_type, gen_ones_full>::value == true) { out.ones(); }
Chris@49 110 else if(is_same_type<gen_type, gen_zeros >::value == true) { out.zeros(); }
Chris@49 111 else if(is_same_type<gen_type, gen_randu >::value == true) { out.randu(); }
Chris@49 112 else if(is_same_type<gen_type, gen_randn >::value == true) { out.randn(); }
Chris@49 113 }
Chris@49 114
Chris@49 115
Chris@49 116
Chris@49 117 template<typename T1, typename gen_type>
Chris@49 118 inline
Chris@49 119 void
Chris@49 120 Gen<T1, gen_type>::apply_inplace_plus(Mat<typename T1::elem_type>& out) const
Chris@49 121 {
Chris@49 122 arma_extra_debug_sigprint();
Chris@49 123
Chris@49 124 arma_debug_assert_same_size(out.n_rows, out.n_cols, n_rows, n_cols, "addition");
Chris@49 125
Chris@49 126 typedef typename T1::elem_type eT;
Chris@49 127
Chris@49 128
Chris@49 129 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 130 {
Chris@49 131 const uword N = (std::min)(n_rows, n_cols);
Chris@49 132
Chris@49 133 for(uword iq=0; iq < N; ++iq)
Chris@49 134 {
Chris@49 135 out.at(iq,iq) += eT(1);
Chris@49 136 }
Chris@49 137 }
Chris@49 138 else
Chris@49 139 {
Chris@49 140 eT* out_mem = out.memptr();
Chris@49 141 const uword n_elem = out.n_elem;
Chris@49 142
Chris@49 143 uword iq,jq;
Chris@49 144 for(iq=0, jq=1; jq < n_elem; iq+=2, jq+=2)
Chris@49 145 {
Chris@49 146 const eT tmp_i = Gen<T1, gen_type>::generate();
Chris@49 147 const eT tmp_j = Gen<T1, gen_type>::generate();
Chris@49 148
Chris@49 149 out_mem[iq] += tmp_i;
Chris@49 150 out_mem[jq] += tmp_j;
Chris@49 151 }
Chris@49 152
Chris@49 153 if(iq < n_elem)
Chris@49 154 {
Chris@49 155 out_mem[iq] += Gen<T1, gen_type>::generate();
Chris@49 156 }
Chris@49 157 }
Chris@49 158
Chris@49 159 }
Chris@49 160
Chris@49 161
Chris@49 162
Chris@49 163
Chris@49 164 template<typename T1, typename gen_type>
Chris@49 165 inline
Chris@49 166 void
Chris@49 167 Gen<T1, gen_type>::apply_inplace_minus(Mat<typename T1::elem_type>& out) const
Chris@49 168 {
Chris@49 169 arma_extra_debug_sigprint();
Chris@49 170
Chris@49 171 arma_debug_assert_same_size(out.n_rows, out.n_cols, n_rows, n_cols, "subtraction");
Chris@49 172
Chris@49 173 typedef typename T1::elem_type eT;
Chris@49 174
Chris@49 175
Chris@49 176 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 177 {
Chris@49 178 const uword N = (std::min)(n_rows, n_cols);
Chris@49 179
Chris@49 180 for(uword iq=0; iq < N; ++iq)
Chris@49 181 {
Chris@49 182 out.at(iq,iq) -= eT(1);
Chris@49 183 }
Chris@49 184 }
Chris@49 185 else
Chris@49 186 {
Chris@49 187 eT* out_mem = out.memptr();
Chris@49 188 const uword n_elem = out.n_elem;
Chris@49 189
Chris@49 190 uword iq,jq;
Chris@49 191 for(iq=0, jq=1; jq < n_elem; iq+=2, jq+=2)
Chris@49 192 {
Chris@49 193 const eT tmp_i = Gen<T1, gen_type>::generate();
Chris@49 194 const eT tmp_j = Gen<T1, gen_type>::generate();
Chris@49 195
Chris@49 196 out_mem[iq] -= tmp_i;
Chris@49 197 out_mem[jq] -= tmp_j;
Chris@49 198 }
Chris@49 199
Chris@49 200 if(iq < n_elem)
Chris@49 201 {
Chris@49 202 out_mem[iq] -= Gen<T1, gen_type>::generate();
Chris@49 203 }
Chris@49 204 }
Chris@49 205
Chris@49 206 }
Chris@49 207
Chris@49 208
Chris@49 209
Chris@49 210
Chris@49 211 template<typename T1, typename gen_type>
Chris@49 212 inline
Chris@49 213 void
Chris@49 214 Gen<T1, gen_type>::apply_inplace_schur(Mat<typename T1::elem_type>& out) const
Chris@49 215 {
Chris@49 216 arma_extra_debug_sigprint();
Chris@49 217
Chris@49 218 arma_debug_assert_same_size(out.n_rows, out.n_cols, n_rows, n_cols, "element-wise multiplication");
Chris@49 219
Chris@49 220 typedef typename T1::elem_type eT;
Chris@49 221
Chris@49 222
Chris@49 223 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 224 {
Chris@49 225 const uword N = (std::min)(n_rows, n_cols);
Chris@49 226
Chris@49 227 for(uword iq=0; iq < N; ++iq)
Chris@49 228 {
Chris@49 229 for(uword row=0; row < iq; ++row) { out.at(row,iq) = eT(0); }
Chris@49 230 for(uword row=iq+1; row < n_rows; ++row) { out.at(row,iq) = eT(0); }
Chris@49 231 }
Chris@49 232 }
Chris@49 233 else
Chris@49 234 {
Chris@49 235 eT* out_mem = out.memptr();
Chris@49 236 const uword n_elem = out.n_elem;
Chris@49 237
Chris@49 238 uword iq,jq;
Chris@49 239 for(iq=0, jq=1; jq < n_elem; iq+=2, jq+=2)
Chris@49 240 {
Chris@49 241 const eT tmp_i = Gen<T1, gen_type>::generate();
Chris@49 242 const eT tmp_j = Gen<T1, gen_type>::generate();
Chris@49 243
Chris@49 244 out_mem[iq] *= tmp_i;
Chris@49 245 out_mem[jq] *= tmp_j;
Chris@49 246 }
Chris@49 247
Chris@49 248 if(iq < n_elem)
Chris@49 249 {
Chris@49 250 out_mem[iq] *= Gen<T1, gen_type>::generate();
Chris@49 251 }
Chris@49 252 }
Chris@49 253
Chris@49 254 }
Chris@49 255
Chris@49 256
Chris@49 257
Chris@49 258
Chris@49 259 template<typename T1, typename gen_type>
Chris@49 260 inline
Chris@49 261 void
Chris@49 262 Gen<T1, gen_type>::apply_inplace_div(Mat<typename T1::elem_type>& out) const
Chris@49 263 {
Chris@49 264 arma_extra_debug_sigprint();
Chris@49 265
Chris@49 266 arma_debug_assert_same_size(out.n_rows, out.n_cols, n_rows, n_cols, "element-wise division");
Chris@49 267
Chris@49 268 typedef typename T1::elem_type eT;
Chris@49 269
Chris@49 270
Chris@49 271 if(is_same_type<gen_type, gen_ones_diag>::value == true)
Chris@49 272 {
Chris@49 273 const uword N = (std::min)(n_rows, n_cols);
Chris@49 274
Chris@49 275 for(uword iq=0; iq < N; ++iq)
Chris@49 276 {
Chris@49 277 const eT zero = eT(0);
Chris@49 278
Chris@49 279 for(uword row=0; row < iq; ++row) { out.at(row,iq) /= zero; }
Chris@49 280 for(uword row=iq+1; row < n_rows; ++row) { out.at(row,iq) /= zero; }
Chris@49 281 }
Chris@49 282 }
Chris@49 283 else
Chris@49 284 {
Chris@49 285 eT* out_mem = out.memptr();
Chris@49 286 const uword n_elem = out.n_elem;
Chris@49 287
Chris@49 288 uword iq,jq;
Chris@49 289 for(iq=0, jq=1; jq < n_elem; iq+=2, jq+=2)
Chris@49 290 {
Chris@49 291 const eT tmp_i = Gen<T1, gen_type>::generate();
Chris@49 292 const eT tmp_j = Gen<T1, gen_type>::generate();
Chris@49 293
Chris@49 294 out_mem[iq] /= tmp_i;
Chris@49 295 out_mem[jq] /= tmp_j;
Chris@49 296 }
Chris@49 297
Chris@49 298 if(iq < n_elem)
Chris@49 299 {
Chris@49 300 out_mem[iq] /= Gen<T1, gen_type>::generate();
Chris@49 301 }
Chris@49 302 }
Chris@49 303
Chris@49 304 }
Chris@49 305
Chris@49 306
Chris@49 307
Chris@49 308
Chris@49 309 //! @}
Chris@49 310