// 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. // ------------------------------------------------------------------------ //! \addtogroup spglue_minus //! @{ template inline void spglue_minus::apply(SpMat& out, const SpGlue& X) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const SpProxy pa(X.A); const SpProxy pb(X.B); const bool is_alias = pa.is_alias(out) || pb.is_alias(out); if(is_alias == false) { spglue_minus::apply_noalias(out, pa, pb); } else { SpMat tmp; spglue_minus::apply_noalias(tmp, pa, pb); out.steal_mem(tmp); } } template inline void spglue_minus::apply_noalias(SpMat& out, const SpProxy& pa, const SpProxy& pb) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(pa.get_n_rows(), pa.get_n_cols(), pb.get_n_rows(), pb.get_n_cols(), "subtraction"); if(pa.get_n_nonzero() == 0) { out = pb.Q; out *= eT(-1); return; } if(pb.get_n_nonzero() == 0) { out = pa.Q; return; } const uword max_n_nonzero = pa.get_n_nonzero() + pb.get_n_nonzero(); // Resize memory to upper bound out.reserve(pa.get_n_rows(), pa.get_n_cols(), max_n_nonzero); // Now iterate across both matrices. typename SpProxy::const_iterator_type x_it = pa.begin(); typename SpProxy::const_iterator_type x_end = pa.end(); typename SpProxy::const_iterator_type y_it = pb.begin(); typename SpProxy::const_iterator_type y_end = pb.end(); uword count = 0; while( (x_it != x_end) || (y_it != y_end) ) { eT out_val; const uword x_it_row = x_it.row(); const uword x_it_col = x_it.col(); const uword y_it_row = y_it.row(); const uword y_it_col = y_it.col(); bool use_y_loc = false; if(x_it == y_it) { out_val = (*x_it) - (*y_it); ++x_it; ++y_it; } else { if((x_it_col < y_it_col) || ((x_it_col == y_it_col) && (x_it_row < y_it_row))) // if y is closer to the end { out_val = (*x_it); ++x_it; } else { out_val = -(*y_it); // take the negative ++y_it; use_y_loc = true; } } if(out_val != eT(0)) { access::rw(out.values[count]) = out_val; const uword out_row = (use_y_loc == false) ? x_it_row : y_it_row; const uword out_col = (use_y_loc == false) ? x_it_col : y_it_col; access::rw(out.row_indices[count]) = out_row; access::rw(out.col_ptrs[out_col + 1])++; ++count; } arma_check( (count > max_n_nonzero), "internal error: spglue_minus::apply_noalias(): count > max_n_nonzero" ); } const uword out_n_cols = out.n_cols; uword* col_ptrs = access::rwp(out.col_ptrs); // Fix column pointers to be cumulative. for(uword c = 1; c <= out_n_cols; ++c) { col_ptrs[c] += col_ptrs[c - 1]; } if(count < max_n_nonzero) { if(count <= (max_n_nonzero/2)) { out.mem_resize(count); } else { // quick resize without reallocating memory and copying data access::rw( out.n_nonzero) = count; access::rw( out.values[count]) = eT(0); access::rw(out.row_indices[count]) = uword(0); } } } template inline void spglue_minus::apply_noalias(SpMat& out, const SpMat& A, const SpMat& B) { arma_extra_debug_sigprint(); const SpProxy< SpMat > pa(A); const SpProxy< SpMat > pb(B); spglue_minus::apply_noalias(out, pa, pb); } // template inline void spglue_minus_mixed::apply(SpMat::eT>& out, const mtSpGlue::eT, T1, T2, spglue_minus_mixed>& expr) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT1; typedef typename T2::elem_type eT2; typedef typename promote_type::result out_eT; promote_type::check(); if( (is_same_type::no) && (is_same_type::yes) ) { // upgrade T1 const unwrap_spmat UA(expr.A); const unwrap_spmat UB(expr.B); const SpMat& A = UA.M; const SpMat& B = UB.M; SpMat AA(arma_layout_indicator(), A); for(uword i=0; i < A.n_nonzero; ++i) { access::rw(AA.values[i]) = out_eT(A.values[i]); } const SpMat& BB = reinterpret_cast< const SpMat& >(B); out = AA - BB; } else if( (is_same_type::yes) && (is_same_type::no) ) { // upgrade T2 const unwrap_spmat UA(expr.A); const unwrap_spmat UB(expr.B); const SpMat& A = UA.M; const SpMat& B = UB.M; const SpMat& AA = reinterpret_cast< const SpMat& >(A); SpMat BB(arma_layout_indicator(), B); for(uword i=0; i < B.n_nonzero; ++i) { access::rw(BB.values[i]) = out_eT(B.values[i]); } out = AA - BB; } else { // upgrade T1 and T2 const unwrap_spmat UA(expr.A); const unwrap_spmat UB(expr.B); const SpMat& A = UA.M; const SpMat& B = UB.M; SpMat AA(arma_layout_indicator(), A); SpMat BB(arma_layout_indicator(), B); for(uword i=0; i < A.n_nonzero; ++i) { access::rw(AA.values[i]) = out_eT(A.values[i]); } for(uword i=0; i < B.n_nonzero; ++i) { access::rw(BB.values[i]) = out_eT(B.values[i]); } out = AA - BB; } } template inline void spglue_minus_mixed::sparse_minus_dense(Mat< typename promote_type::result>& out, const T1& X, const T2& Y) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT1; typedef typename T2::elem_type eT2; typedef typename promote_type::result out_eT; promote_type::check(); const quasi_unwrap UB(Y); const Mat& B = UB.M; const uword B_n_elem = B.n_elem; const eT2* B_mem = B.memptr(); out.set_size(B.n_rows, B.n_cols); out_eT* out_mem = out.memptr(); for(uword i=0; i pa(X); arma_debug_assert_same_size( pa.get_n_rows(), pa.get_n_cols(), out.n_rows, out.n_cols, "subtraction" ); typename SpProxy::const_iterator_type it = pa.begin(); typename SpProxy::const_iterator_type it_end = pa.end(); while(it != it_end) { out.at(it.row(), it.col()) += out_eT(*it); ++it; } } template inline void spglue_minus_mixed::dense_minus_sparse(Mat< typename promote_type::result>& out, const T1& X, const T2& Y) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT1; typedef typename T2::elem_type eT2; typedef typename promote_type::result out_eT; promote_type::check(); if(is_same_type::no) { out = conv_to< Mat >::from(X); } else { const quasi_unwrap UA(X); const Mat& A = UA.M; out = reinterpret_cast< const Mat& >(A); } const SpProxy pb(Y); arma_debug_assert_same_size( out.n_rows, out.n_cols, pb.get_n_rows(), pb.get_n_cols(), "subtraction" ); typename SpProxy::const_iterator_type it = pb.begin(); typename SpProxy::const_iterator_type it_end = pb.end(); while(it != it_end) { out.at(it.row(), it.col()) -= out_eT(*it); ++it; } } //! @}