Mercurial > hg > segmenter-vamp-plugin
diff armadillo-2.4.4/include/armadillo_bits/fn_prod.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/fn_prod.hpp Wed Apr 11 09:27:06 2012 +0100 @@ -0,0 +1,185 @@ +// Copyright (C) 2009-2011 NICTA (www.nicta.com.au) +// Copyright (C) 2009-2011 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 fn_prod +//! @{ + + +//! \brief +//! Delayed product of elements of a matrix along a specified dimension (either rows or columns). +//! The result is stored in a dense matrix that has either one column or one row. +//! For dim = 0, find the sum of each column (i.e. traverse across rows) +//! For dim = 1, find the sum of each row (i.e. traverse across columns) +//! The default is dim = 0. +//! NOTE: this function works differently than in Matlab/Octave. + +template<typename T1> +arma_inline +const Op<T1, op_prod> +prod(const Base<typename T1::elem_type,T1>& X, const uword dim = 0) + { + arma_extra_debug_sigprint(); + + return Op<T1, op_prod>(X.get_ref(), dim, 0); + } + + + +//! \brief +//! Immediate 'product of all values' operation for a row vector +template<typename eT> +inline +arma_warn_unused +eT +prod(const Row<eT>& X) + { + arma_extra_debug_sigprint(); + + return arrayops::product(X.memptr(), X.n_elem); + } + + + +//! \brief +//! Immediate 'product of all values' operation for a column vector +template<typename eT> +inline +arma_warn_unused +eT +prod(const Col<eT>& X) + { + arma_extra_debug_sigprint(); + + return arrayops::product(X.memptr(), X.n_elem); + } + + + +//! \brief +//! Immediate 'product of all values' operation, +//! invoked, for example, by: prod(prod(A)) + +template<typename T1> +inline +typename T1::elem_type +prod(const Op<T1, op_prod>& in) + { + arma_extra_debug_sigprint(); + arma_extra_debug_print("prod(): two consecutive prod() calls detected"); + + typedef typename T1::elem_type eT; + + const unwrap<T1> tmp(in.m); + const Mat<eT>& X = tmp.M; + + return arrayops::product( X.memptr(), X.n_elem ); + } + + + +template<typename T1> +inline +const Op<Op<T1, op_prod>, op_prod> +prod(const Op<T1, op_prod>& in, const uword dim) + { + arma_extra_debug_sigprint(); + + return Op<Op<T1, op_prod>, op_prod>(in, dim, 0); + } + + + +//! product of all values of a subview_row +template<typename eT> +inline +arma_warn_unused +eT +prod(const subview_row<eT>& S) + { + arma_extra_debug_sigprint(); + + const Mat<eT>& X = S.m; + + const uword n_elem = S.n_elem; + const uword row = S.aux_row1; + const uword start_col = S.aux_col1; + const uword end_col_plus_1 = start_col + S.n_cols; + + eT val = eT(1); + + if(n_elem > 0) + { + for(uword col=start_col; col<end_col_plus_1; ++col) + { + val *= X.at(row,col); + } + } + + return val; + } + + + +//! product of all values of a subview_col +template<typename eT> +inline +arma_warn_unused +eT +prod(const subview_col<eT>& S) + { + arma_extra_debug_sigprint(); + + return (S.n_elem > 0) ? arrayops::product( S.colptr(0), S.n_rows ) : eT(1); + } + + + +//! product of all values of a diagview +template<typename eT> +arma_warn_unused +inline +eT +prod(const diagview<eT>& X) + { + arma_extra_debug_sigprint(); + + const uword X_n_elem = X.n_elem; + + eT val = eT(1); + + for(uword i=0; i<X_n_elem; ++i) + { + val *= X[i]; + } + + return val; + } + + + +template<typename eT, typename T1> +inline +arma_warn_unused +eT +prod(const subview_elem1<eT,T1>& A) + { + arma_extra_debug_sigprint(); + + const Col<eT> X(A); + + return prod(X); + } + + + +//! @}