Mercurial > hg > segmenter-vamp-plugin
diff armadillo-2.4.4/include/armadillo_bits/op_dotext_meat.hpp @ 0:8b6102e2a9b0
Armadillo Library
author | maxzanoni76 <max.zanoni@eecs.qmul.ac.uk> |
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date | Wed, 11 Apr 2012 09:27:06 +0100 |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/armadillo-2.4.4/include/armadillo_bits/op_dotext_meat.hpp Wed Apr 11 09:27:06 2012 +0100 @@ -0,0 +1,209 @@ +// Copyright (C) 2008-2010 NICTA (www.nicta.com.au) +// Copyright (C) 2008-2010 Conrad Sanderson +// +// This file is part of the Armadillo C++ library. +// It is provided without any warranty of fitness +// for any purpose. You can redistribute this file +// and/or modify it under the terms of the GNU +// Lesser General Public License (LGPL) as published +// by the Free Software Foundation, either version 3 +// of the License or (at your option) any later version. +// (see http://www.opensource.org/licenses for more info) + + +//! \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; + } + + + +//! @}