207 lines
3.3 KiB
C++
207 lines
3.3 KiB
C++
// Copyright (C) 2008-2010 National ICT Australia (NICTA)
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//
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// This Source Code Form is subject to the terms of the Mozilla Public
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// License, v. 2.0. If a copy of the MPL was not distributed with this
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// file, You can obtain one at http://mozilla.org/MPL/2.0/.
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// -------------------------------------------------------------------
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//
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// Written by Conrad Sanderson - http://conradsanderson.id.au
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//! \addtogroup op_dotext
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//! @{
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template<typename eT>
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inline
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eT
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op_dotext::direct_rowvec_mat_colvec
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(
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const eT* A_mem,
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const Mat<eT>& B,
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const eT* C_mem
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)
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{
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arma_extra_debug_sigprint();
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const uword cost_AB = B.n_cols;
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const uword cost_BC = B.n_rows;
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if(cost_AB <= cost_BC)
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{
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podarray<eT> tmp(B.n_cols);
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for(uword col=0; col<B.n_cols; ++col)
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{
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const eT* B_coldata = B.colptr(col);
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eT val = eT(0);
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for(uword i=0; i<B.n_rows; ++i)
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{
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val += A_mem[i] * B_coldata[i];
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}
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tmp[col] = val;
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}
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return op_dot::direct_dot(B.n_cols, tmp.mem, C_mem);
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}
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else
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{
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podarray<eT> tmp(B.n_rows);
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for(uword row=0; row<B.n_rows; ++row)
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{
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eT val = eT(0);
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for(uword col=0; col<B.n_cols; ++col)
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{
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val += B.at(row,col) * C_mem[col];
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}
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tmp[row] = val;
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}
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return op_dot::direct_dot(B.n_rows, A_mem, tmp.mem);
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}
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}
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template<typename eT>
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inline
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eT
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op_dotext::direct_rowvec_transmat_colvec
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(
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const eT* A_mem,
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const Mat<eT>& B,
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const eT* C_mem
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)
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{
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arma_extra_debug_sigprint();
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const uword cost_AB = B.n_rows;
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const uword cost_BC = B.n_cols;
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if(cost_AB <= cost_BC)
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{
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podarray<eT> tmp(B.n_rows);
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for(uword row=0; row<B.n_rows; ++row)
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{
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eT val = eT(0);
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for(uword i=0; i<B.n_cols; ++i)
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{
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val += A_mem[i] * B.at(row,i);
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}
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tmp[row] = val;
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}
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return op_dot::direct_dot(B.n_rows, tmp.mem, C_mem);
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}
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else
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{
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podarray<eT> tmp(B.n_cols);
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for(uword col=0; col<B.n_cols; ++col)
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{
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const eT* B_coldata = B.colptr(col);
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eT val = eT(0);
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for(uword i=0; i<B.n_rows; ++i)
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{
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val += B_coldata[i] * C_mem[i];
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}
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tmp[col] = val;
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}
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return op_dot::direct_dot(B.n_cols, A_mem, tmp.mem);
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}
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}
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template<typename eT>
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inline
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eT
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op_dotext::direct_rowvec_diagmat_colvec
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(
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const eT* A_mem,
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const Mat<eT>& B,
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const eT* C_mem
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)
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{
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arma_extra_debug_sigprint();
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eT val = eT(0);
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for(uword i=0; i<B.n_rows; ++i)
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{
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val += A_mem[i] * B.at(i,i) * C_mem[i];
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}
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return val;
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}
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template<typename eT>
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inline
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eT
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op_dotext::direct_rowvec_invdiagmat_colvec
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(
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const eT* A_mem,
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const Mat<eT>& B,
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const eT* C_mem
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)
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{
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arma_extra_debug_sigprint();
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eT val = eT(0);
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for(uword i=0; i<B.n_rows; ++i)
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{
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val += (A_mem[i] * C_mem[i]) / B.at(i,i);
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}
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return val;
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}
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template<typename eT>
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inline
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eT
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op_dotext::direct_rowvec_invdiagvec_colvec
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(
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const eT* A_mem,
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const Mat<eT>& B,
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const eT* C_mem
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)
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{
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arma_extra_debug_sigprint();
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const eT* B_mem = B.mem;
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eT val = eT(0);
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for(uword i=0; i<B.n_elem; ++i)
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{
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val += (A_mem[i] * C_mem[i]) / B_mem[i];
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}
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return val;
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}
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//! @}
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