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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/op_dotext_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 op_dotext
+//! @{
+
+
+
+template<typename eT>
+inline
+eT
+op_dotext::direct_rowvec_mat_colvec
+ (
+ const eT* A_mem,
+ const Mat<eT>& B,
+ const eT* C_mem
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ const uword cost_AB = B.n_cols;
+ const uword cost_BC = B.n_rows;
+
+ if(cost_AB <= cost_BC)
+ {
+ podarray<eT> tmp(B.n_cols);
+
+ for(uword col=0; col<B.n_cols; ++col)
+ {
+ const eT* B_coldata = B.colptr(col);
+
+ eT val = eT(0);
+ for(uword i=0; i<B.n_rows; ++i)
+ {
+ val += A_mem[i] * B_coldata[i];
+ }
+
+ tmp[col] = val;
+ }
+
+ return op_dot::direct_dot(B.n_cols, tmp.mem, C_mem);
+ }
+ else
+ {
+ podarray<eT> tmp(B.n_rows);
+
+ for(uword row=0; row<B.n_rows; ++row)
+ {
+ eT val = eT(0);
+ for(uword col=0; col<B.n_cols; ++col)
+ {
+ val += B.at(row,col) * C_mem[col];
+ }
+
+ tmp[row] = val;
+ }
+
+ return op_dot::direct_dot(B.n_rows, A_mem, tmp.mem);
+ }
+
+
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_dotext::direct_rowvec_transmat_colvec
+ (
+ const eT* A_mem,
+ const Mat<eT>& B,
+ const eT* C_mem
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ const uword cost_AB = B.n_rows;
+ const uword cost_BC = B.n_cols;
+
+ if(cost_AB <= cost_BC)
+ {
+ podarray<eT> tmp(B.n_rows);
+
+ for(uword row=0; row<B.n_rows; ++row)
+ {
+ eT val = eT(0);
+
+ for(uword i=0; i<B.n_cols; ++i)
+ {
+ val += A_mem[i] * B.at(row,i);
+ }
+
+ tmp[row] = val;
+ }
+
+ return op_dot::direct_dot(B.n_rows, tmp.mem, C_mem);
+ }
+ else
+ {
+ podarray<eT> tmp(B.n_cols);
+
+ for(uword col=0; col<B.n_cols; ++col)
+ {
+ const eT* B_coldata = B.colptr(col);
+
+ eT val = eT(0);
+
+ for(uword i=0; i<B.n_rows; ++i)
+ {
+ val += B_coldata[i] * C_mem[i];
+ }
+
+ tmp[col] = val;
+ }
+
+ return op_dot::direct_dot(B.n_cols, A_mem, tmp.mem);
+ }
+
+
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_dotext::direct_rowvec_diagmat_colvec
+ (
+ const eT* A_mem,
+ const Mat<eT>& B,
+ const eT* C_mem
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ eT val = eT(0);
+
+ for(uword i=0; i<B.n_rows; ++i)
+ {
+ val += A_mem[i] * B.at(i,i) * C_mem[i];
+ }
+
+ return val;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_dotext::direct_rowvec_invdiagmat_colvec
+ (
+ const eT* A_mem,
+ const Mat<eT>& B,
+ const eT* C_mem
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ eT val = eT(0);
+
+ for(uword i=0; i<B.n_rows; ++i)
+ {
+ val += (A_mem[i] * C_mem[i]) / B.at(i,i);
+ }
+
+ return val;
+ }
+
+
+
+template<typename eT>
+inline
+eT
+op_dotext::direct_rowvec_invdiagvec_colvec
+ (
+ const eT* A_mem,
+ const Mat<eT>& B,
+ const eT* C_mem
+ )
+ {
+ arma_extra_debug_sigprint();
+
+ const eT* B_mem = B.mem;
+
+ eT val = eT(0);
+
+ for(uword i=0; i<B.n_elem; ++i)
+ {
+ val += (A_mem[i] * C_mem[i]) / B_mem[i];
+ }
+
+ return val;
+ }
+
+
+
+//! @}