// 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_min //! @{ template inline void spglue_min::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_min::apply_noalias(out, pa, pb); } else { SpMat tmp; spglue_min::apply_noalias(tmp, pa, pb); out.steal_mem(tmp); } } template inline void spglue_min::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(), "element-wise min()"); 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_col = x_it.col(); const uword x_it_row = x_it.row(); const uword y_it_col = y_it.col(); const uword y_it_row = y_it.row(); bool use_y_loc = false; if(x_it == y_it) { out_val = elem_min(eT(*x_it), eT(*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 = elem_min(eT(*x_it), eT(0)); ++x_it; } else { out_val = elem_min(eT(*y_it), eT(0)); ++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_min::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_min::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_min::apply_noalias(out, pa, pb); } template inline void spglue_min::dense_sparse_min(Mat& out, const Base& X, const SpBase& Y) { arma_extra_debug_sigprint(); // NOTE: this function assumes there is no aliasing between matrix 'out' and X const Proxy pa(X.get_ref()); const SpProxy pb(Y.get_ref()); const uword n_rows = pa.get_n_rows(); const uword n_cols = pa.get_n_cols(); arma_debug_assert_same_size( n_rows, n_cols, pb.get_n_rows(), pb.get_n_cols(), "element-wise min()" ); out.set_size(n_rows, n_cols); for(uword c=0; c < n_cols; ++c) for(uword r=0; r < n_rows; ++r) { out.at(r,c) = elem_min(pa.at(r,c), pb.at(r,c)); } } // min of non-complex elements template inline typename enable_if2::no, eT>::result spglue_min::elem_min(const eT& a, const eT& b) { return (std::min)(a, b); } // min of complex elements template inline typename enable_if2::yes, eT>::result spglue_min::elem_min(const eT& a, const eT& b) { return (std::abs(a) < std::abs(b)) ? a : b; } //! @}