// 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_kron //! @{ template inline void spglue_kron::apply(SpMat& out, const SpGlue& X) { arma_extra_debug_sigprint(); typedef typename T1::elem_type eT; const unwrap_spmat UA(X.A); const unwrap_spmat UB(X.B); if(UA.is_alias(out) || UB.is_alias(out)) { SpMat tmp; spglue_kron::apply_noalias(tmp, UA.M, UB.M); out.steal_mem(tmp); } else { spglue_kron::apply_noalias(out, UA.M, UB.M); } } template inline void spglue_kron::apply_noalias(SpMat& out, const SpMat& A, const SpMat& B) { arma_extra_debug_sigprint(); const uword A_n_rows = A.n_rows; const uword A_n_cols = A.n_cols; const uword B_n_rows = B.n_rows; const uword B_n_cols = B.n_cols; const uword out_n_nonzero = A.n_nonzero * 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_i = A.col_ptrs[A_col]; A_i < A.col_ptrs[A_col+1]; ++A_i) { const uword out_row = A.row_indices[A_i] * B_n_rows; const eT A_val = A.values[A_i]; for(uword B_i = B.col_ptrs[B_col]; B_i < B.col_ptrs[B_col+1]; ++B_i) { access::rw(out.values[count]) = A_val * 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 // spglue_kron::apply(SpMat& out, const SpGlue& X) // { // arma_extra_debug_sigprint(); // // typedef typename T1::elem_type eT; // // const unwrap_spmat UA(X.A); // const unwrap_spmat UB(X.B); // // const SpMat& A = UA.M; // const SpMat& B = UB.M; // // umat locs(2, A.n_nonzero * B.n_nonzero, arma_nozeros_indicator()); // Col vals( A.n_nonzero * B.n_nonzero, arma_nozeros_indicator()); // // uword* locs_mem = locs.memptr(); // eT* vals_mem = vals.memptr(); // // typename SpMat::const_iterator A_it = A.begin(); // typename SpMat::const_iterator A_it_end = A.end(); // // typename SpMat::const_iterator B_it_start = B.begin(); // typename SpMat::const_iterator B_it_end = B.end(); // // const uword B_n_rows = B.n_rows; // const uword B_n_cols = B.n_cols; // // uword i = 0; // // while(A_it != A_it_end) // { // typename SpMat::const_iterator B_it = B_it_start; // // const uword loc_row = A_it.row() * B_n_rows; // const uword loc_col = A_it.col() * B_n_cols; // // const eT A_val = (*A_it); // // while(B_it != B_it_end) // { // (*locs_mem) = loc_row + B_it.row(); locs_mem++; // (*locs_mem) = loc_col + B_it.col(); locs_mem++; // // vals_mem[i] = A_val * (*B_it); // // ++i; // ++B_it; // } // // ++A_it; // } // // out = SpMat(locs, vals, A.n_rows*B.n_rows, A.n_cols*B.n_cols); // } //! @}