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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_cumprod
//! @{
template<typename eT>
inline
void
op_cumprod::apply_noalias(Mat<eT>& out, const Mat<eT>& X, const uword dim)
{
arma_extra_debug_sigprint();
uword n_rows = X.n_rows;
uword n_cols = X.n_cols;
out.set_size(n_rows,n_cols);
if(out.n_elem == 0) { return; }
if(dim == 0)
{
if(n_cols == 1)
{
const eT* X_mem = X.memptr();
eT* out_mem = out.memptr();
eT acc = eT(1);
for(uword row=0; row < n_rows; ++row)
{
acc *= X_mem[row];
out_mem[row] = acc;
}
}
else
{
for(uword col=0; col < n_cols; ++col)
{
const eT* X_colmem = X.colptr(col);
eT* out_colmem = out.colptr(col);
eT acc = eT(1);
for(uword row=0; row < n_rows; ++row)
{
acc *= X_colmem[row];
out_colmem[row] = acc;
}
}
}
}
else
if(dim == 1)
{
if(n_rows == 1)
{
const eT* X_mem = X.memptr();
eT* out_mem = out.memptr();
eT acc = eT(1);
for(uword col=0; col < n_cols; ++col)
{
acc *= X_mem[col];
out_mem[col] = acc;
}
}
else
{
if(n_cols > 0)
{
arrayops::copy( out.colptr(0), X.colptr(0), n_rows );
for(uword col=1; col < n_cols; ++col)
{
const eT* out_colmem_prev = out.colptr(col-1);
eT* out_colmem = out.colptr(col );
const eT* X_colmem = X.colptr(col );
for(uword row=0; row < n_rows; ++row)
{
out_colmem[row] = out_colmem_prev[row] * X_colmem[row];
}
}
}
}
}
}
template<typename T1>
inline
void
op_cumprod::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_cumprod>& in)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const uword dim = in.aux_uword_a;
arma_debug_check( (dim > 1), "cumprod(): parameter 'dim' must be 0 or 1" );
const quasi_unwrap<T1> U(in.m);
if(U.is_alias(out))
{
Mat<eT> tmp;
op_cumprod::apply_noalias(tmp, U.M, dim);
out.steal_mem(tmp);
}
else
{
op_cumprod::apply_noalias(out, U.M, dim);
}
}
template<typename T1>
inline
void
op_cumprod_vec::apply(Mat<typename T1::elem_type>& out, const Op<T1,op_cumprod_vec>& in)
{
arma_extra_debug_sigprint();
typedef typename T1::elem_type eT;
const quasi_unwrap<T1> U(in.m);
const uword dim = (T1::is_xvec) ? uword(U.M.is_rowvec() ? 1 : 0) : uword((T1::is_row) ? 1 : 0);
if(U.is_alias(out))
{
Mat<eT> tmp;
op_cumprod::apply_noalias(tmp, U.M, dim);
out.steal_mem(tmp);
}
else
{
op_cumprod::apply_noalias(out, U.M, dim);
}
}
//! @}
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