annotate armadillo-3.900.4/include/armadillo_bits/glue_conv_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) 2010-2013 NICTA (www.nicta.com.au)
Chris@49 2 // Copyright (C) 2010-2013 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 glue_conv
Chris@49 10 //! @{
Chris@49 11
Chris@49 12
Chris@49 13 //! rudimentary implementation of the convolution operation
Chris@49 14
Chris@49 15 template<typename T1, typename T2>
Chris@49 16 inline
Chris@49 17 void
Chris@49 18 glue_conv::apply(Mat<typename T1::elem_type>& out, const Glue<T1,T2,glue_conv>& X)
Chris@49 19 {
Chris@49 20 arma_extra_debug_sigprint();
Chris@49 21
Chris@49 22 typedef typename T1::elem_type eT;
Chris@49 23
Chris@49 24 const unwrap_check<T1> A_tmp(X.A, out);
Chris@49 25 const unwrap_check<T2> B_tmp(X.B, out);
Chris@49 26
Chris@49 27 const Mat<eT>& A = A_tmp.M;
Chris@49 28 const Mat<eT>& B = B_tmp.M;
Chris@49 29
Chris@49 30 arma_debug_check
Chris@49 31 (
Chris@49 32 ( ((A.is_vec() == false) && (A.is_empty() == false)) || ((B.is_vec() == false) && (B.is_empty() == false)) ),
Chris@49 33 "conv(): given object is not a vector"
Chris@49 34 );
Chris@49 35
Chris@49 36
Chris@49 37 const Mat<eT>& h = (A.n_elem <= B.n_elem) ? A : B;
Chris@49 38 const Mat<eT>& x = (A.n_elem <= B.n_elem) ? B : A;
Chris@49 39
Chris@49 40
Chris@49 41 const uword h_n_elem = h.n_elem;
Chris@49 42 const uword x_n_elem = x.n_elem;
Chris@49 43 const uword out_n_elem = h_n_elem + x_n_elem - 1;
Chris@49 44
Chris@49 45
Chris@49 46 if( (h_n_elem == 0) || (x_n_elem == 0) )
Chris@49 47 {
Chris@49 48 out.reset();
Chris@49 49 return;
Chris@49 50 }
Chris@49 51
Chris@49 52
Chris@49 53 (A.n_cols == 1) ? out.set_size(out_n_elem, 1) : out.set_size(1, out_n_elem);
Chris@49 54
Chris@49 55
Chris@49 56 const eT* h_mem = h.memptr();
Chris@49 57 const eT* x_mem = x.memptr();
Chris@49 58 eT* out_mem = out.memptr();
Chris@49 59
Chris@49 60
Chris@49 61 for(uword out_i = 0; out_i < (h_n_elem-1); ++out_i)
Chris@49 62 {
Chris@49 63 eT acc = eT(0);
Chris@49 64
Chris@49 65 uword h_i = out_i;
Chris@49 66
Chris@49 67 for(uword x_i = 0; x_i <= out_i; ++x_i, --h_i)
Chris@49 68 {
Chris@49 69 acc += h_mem[h_i] * x_mem[x_i];
Chris@49 70 }
Chris@49 71
Chris@49 72 out_mem[out_i] = acc;
Chris@49 73 }
Chris@49 74
Chris@49 75
Chris@49 76 for(uword out_i = h_n_elem-1; out_i < out_n_elem - (h_n_elem-1); ++out_i)
Chris@49 77 {
Chris@49 78 eT acc = eT(0);
Chris@49 79
Chris@49 80 uword h_i = h_n_elem - 1;
Chris@49 81
Chris@49 82 for(uword x_i = out_i - h_n_elem + 1; x_i <= out_i; ++x_i, --h_i)
Chris@49 83 {
Chris@49 84 acc += h_mem[h_i] * x_mem[x_i];
Chris@49 85 }
Chris@49 86
Chris@49 87 out_mem[out_i] = acc;
Chris@49 88 }
Chris@49 89
Chris@49 90
Chris@49 91 for(uword out_i = out_n_elem - (h_n_elem-1); out_i < out_n_elem; ++out_i)
Chris@49 92 {
Chris@49 93 eT acc = eT(0);
Chris@49 94
Chris@49 95 uword h_i = h_n_elem - 1;
Chris@49 96
Chris@49 97 for(uword x_i = out_i - h_n_elem + 1; x_i < x_n_elem; ++x_i, --h_i)
Chris@49 98 {
Chris@49 99 acc += h_mem[h_i] * x_mem[x_i];
Chris@49 100 }
Chris@49 101
Chris@49 102 out_mem[out_i] = acc;
Chris@49 103 }
Chris@49 104
Chris@49 105
Chris@49 106 }
Chris@49 107
Chris@49 108
Chris@49 109
Chris@49 110 //! @}