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authorNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
committerNao Pross <np@0hm.ch>2024-02-12 14:52:43 +0100
commiteda5bc26f44ee9a6f83dcf8c91f17296d7fc509d (patch)
treebc2efa38ff4e350f9a111ac87065cd7ae9a911c7 /src/armadillo/include/armadillo_bits/spop_strans_meat.hpp
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Move into version control
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+// 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_strans
+//! @{
+
+
+
+template<typename eT>
+inline
+void
+spop_strans::apply_noalias(SpMat<eT>& B, const SpMat<eT>& A)
+ {
+ arma_extra_debug_sigprint();
+
+ B.reserve(A.n_cols, A.n_rows, A.n_nonzero); // deliberately swapped
+
+ if(A.n_nonzero == 0) { return; }
+
+ // This follows the TRANSP algorithm described in
+ // 'Sparse Matrix Multiplication Package (SMMP)'
+ // (R.E. Bank and C.C. Douglas, 2001)
+
+ const uword m = A.n_rows;
+ const uword n = A.n_cols;
+
+ const eT* a = A.values;
+ eT* b = access::rwp(B.values);
+
+ const uword* ia = A.col_ptrs;
+ const uword* ja = A.row_indices;
+
+ uword* ib = access::rwp(B.col_ptrs);
+ uword* jb = access::rwp(B.row_indices);
+
+ // // ib is already zeroed, as B is freshly constructed
+ //
+ // for(uword i=0; i < (m+1); ++i)
+ // {
+ // ib[i] = 0;
+ // }
+
+ for(uword i=0; i < n; ++i)
+ {
+ for(uword j = ia[i]; j < ia[i+1]; ++j)
+ {
+ ib[ ja[j] + 1 ]++;
+ }
+ }
+
+ for(uword i=0; i < m; ++i)
+ {
+ ib[i+1] += ib[i];
+ }
+
+ for(uword i=0; i < n; ++i)
+ {
+ for(uword j = ia[i]; j < ia[i+1]; ++j)
+ {
+ const uword jj = ja[j];
+
+ const uword ib_jj = ib[jj];
+
+ jb[ib_jj] = i;
+
+ b[ib_jj] = a[j];
+
+ ib[jj]++;
+ }
+ }
+
+ for(uword i = m-1; i >= 1; --i)
+ {
+ ib[i] = ib[i-1];
+ }
+
+ ib[0] = 0;
+ }
+
+
+
+template<typename T1>
+inline
+void
+spop_strans::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_strans>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const unwrap_spmat<T1> U(in.m);
+
+ if(U.is_alias(out))
+ {
+ SpMat<eT> tmp;
+
+ spop_strans::apply_noalias(tmp, U.M);
+
+ out.steal_mem(tmp);
+ }
+ else
+ {
+ spop_strans::apply_noalias(out, U.M);
+ }
+ }
+
+
+
+//! for transpose of non-complex matrices, redirected from spop_htrans::apply()
+template<typename T1>
+inline
+void
+spop_strans::apply(SpMat<typename T1::elem_type>& out, const SpOp<T1,spop_htrans>& in)
+ {
+ arma_extra_debug_sigprint();
+
+ typedef typename T1::elem_type eT;
+
+ const unwrap_spmat<T1> U(in.m);
+
+ if(U.is_alias(out))
+ {
+ SpMat<eT> tmp;
+
+ spop_strans::apply_noalias(tmp, U.M);
+
+ out.steal_mem(tmp);
+ }
+ else
+ {
+ spop_strans::apply_noalias(out, U.M);
+ }
+ }
+
+
+
+//! @}