// 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 spop_repmat //! @{ template inline void spop_repmat::apply(SpMat& out, const SpOp& X) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat U(X.m); if(U.is_alias(out)) { SpMat tmp; spop_repmat::apply_noalias(tmp, X.aux_uword_a, X.aux_uword_b, U.M); out.steal_mem(tmp); } else { spop_repmat::apply_noalias(out, X.aux_uword_a, X.aux_uword_b, U.M); } } template inline void spop_repmat::apply_noalias(SpMat& out, const uword A_n_rows, const uword A_n_cols, const SpMat& B) { arma_extra_debug_sigprint(); const uword B_n_rows = B.n_rows; const uword B_n_cols = B.n_cols; const uword out_n_nonzero = A_n_rows * A_n_cols * B.n_nonzero; out.reserve(A_n_rows * B_n_rows, A_n_cols * B_n_cols, out_n_nonzero); if(out_n_nonzero == 0) { return; } access::rw(out.col_ptrs[0]) = 0; uword count = 0; for(uword A_col=0; A_col < A_n_cols; ++A_col) for(uword B_col=0; B_col < B_n_cols; ++B_col) { for(uword A_row=0; A_row < A_n_rows; ++A_row) { const uword out_row = A_row * B_n_rows; for(uword B_i = B.col_ptrs[B_col]; B_i < B.col_ptrs[B_col+1]; ++B_i) { access::rw(out.values[count]) = B.values[B_i]; access::rw(out.row_indices[count]) = out_row + B.row_indices[B_i]; count++; } } access::rw(out.col_ptrs[A_col * B_n_cols + B_col + 1]) = count; } } // template // inline // void // spop_repmat::apply(SpMat& out, const SpOp& in) // { // arma_extra_debug_sigprint(); // // typedef typename T1::elem_type eT; // // const unwrap_spmat U(in.m); // const SpMat& X = U.M; // // const uword X_n_rows = X.n_rows; // const uword X_n_cols = X.n_cols; // // const uword copies_per_row = in.aux_uword_a; // const uword copies_per_col = in.aux_uword_b; // // // out.set_size(X_n_rows * copies_per_row, X_n_cols * copies_per_col); // // // // const uword out_n_rows = out.n_rows; // // const uword out_n_cols = out.n_cols; // // // // if( (out_n_rows > 0) && (out_n_cols > 0) ) // // { // // for(uword col = 0; col < out_n_cols; col += X_n_cols) // // for(uword row = 0; row < out_n_rows; row += X_n_rows) // // { // // out.submat(row, col, row+X_n_rows-1, col+X_n_cols-1) = X; // // } // // } // // const uword out_n_rows = X_n_rows * copies_per_row; // const uword out_n_cols = X_n_cols * copies_per_col; // const uword out_nnz = X.n_nonzero * copies_per_row * copies_per_col; // // if( (out_n_rows > 0) && (out_n_cols > 0) && (out_nnz > 0) ) // { // umat locs(2, out_nnz, arma_nozeros_indicator()); // Col vals( out_nnz, arma_nozeros_indicator()); // // uword* locs_mem = locs.memptr(); // eT* vals_mem = vals.memptr(); // // typename SpMat::const_iterator X_begin = X.begin(); // typename SpMat::const_iterator X_end = X.end(); // typename SpMat::const_iterator X_it; // // for(uword col_offset = 0; col_offset < out_n_cols; col_offset += X_n_cols) // for(uword row_offset = 0; row_offset < out_n_rows; row_offset += X_n_rows) // { // for(X_it = X_begin; X_it != X_end; ++X_it) // { // const uword out_row = row_offset + X_it.row(); // const uword out_col = col_offset + X_it.col(); // // (*locs_mem) = out_row; ++locs_mem; // (*locs_mem) = out_col; ++locs_mem; // // (*vals_mem) = (*X_it); ++vals_mem; // } // } // // out = SpMat(locs, vals, out_n_rows, out_n_cols); // } // else // { // out.zeros(out_n_rows, out_n_cols); // } // } //! @}