// 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 subview_cube //! @{ template inline subview_cube::~subview_cube() { arma_extra_debug_sigprint_this(this); } template arma_inline subview_cube::subview_cube ( const Cube& in_m, const uword in_row1, const uword in_col1, const uword in_slice1, const uword in_n_rows, const uword in_n_cols, const uword in_n_slices ) : m (in_m) , aux_row1 (in_row1) , aux_col1 (in_col1) , aux_slice1 (in_slice1) , n_rows (in_n_rows) , n_cols (in_n_cols) , n_elem_slice(in_n_rows * in_n_cols) , n_slices (in_n_slices) , n_elem (n_elem_slice * in_n_slices) { arma_extra_debug_sigprint_this(this); } template inline subview_cube::subview_cube(const subview_cube& in) : m (in.m ) , aux_row1 (in.aux_row1 ) , aux_col1 (in.aux_col1 ) , aux_slice1 (in.aux_slice1 ) , n_rows (in.n_rows ) , n_cols (in.n_cols ) , n_elem_slice(in.n_elem_slice) , n_slices (in.n_slices ) , n_elem (in.n_elem ) { arma_extra_debug_sigprint(arma_str::format("this = %x in = %x") % this % &in); } template inline subview_cube::subview_cube(subview_cube&& in) : m (in.m ) , aux_row1 (in.aux_row1 ) , aux_col1 (in.aux_col1 ) , aux_slice1 (in.aux_slice1 ) , n_rows (in.n_rows ) , n_cols (in.n_cols ) , n_elem_slice(in.n_elem_slice) , n_slices (in.n_slices ) , n_elem (in.n_elem ) { arma_extra_debug_sigprint(arma_str::format("this = %x in = %x") % this % &in); // for paranoia access::rw(in.aux_row1 ) = 0; access::rw(in.aux_col1 ) = 0; access::rw(in.aux_slice1 ) = 0; access::rw(in.n_rows ) = 0; access::rw(in.n_cols ) = 0; access::rw(in.n_elem_slice) = 0; access::rw(in.n_slices ) = 0; access::rw(in.n_elem ) = 0; } template template inline void subview_cube::inplace_op(const eT val) { arma_extra_debug_sigprint(); subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; for(uword s=0; s < t_n_slices; ++s) for(uword c=0; c < t_n_cols; ++c) { if(is_same_type::yes) { arrayops::inplace_plus ( slice_colptr(s,c), val, t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_minus( slice_colptr(s,c), val, t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_mul ( slice_colptr(s,c), val, t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_div ( slice_colptr(s,c), val, t_n_rows ); } } } template template inline void subview_cube::inplace_op(const BaseCube& in, const char* identifier) { arma_extra_debug_sigprint(); const ProxyCube P(in.get_ref()); subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; arma_debug_assert_same_size(t, P, identifier); const bool use_mp = arma_config::openmp && ProxyCube::use_mp && mp_gate::eval(t.n_elem); const bool has_overlap = P.has_overlap(t); if(has_overlap) { arma_extra_debug_print("aliasing or overlap detected"); } if( (is_Cube::stored_type>::value) || (use_mp) || (has_overlap) ) { const unwrap_cube_check::stored_type> tmp(P.Q, has_overlap); const Cube& B = tmp.M; if( (is_same_type::yes) && (t.aux_row1 == 0) && (t_n_rows == t.m.n_rows) ) { for(uword s=0; s < t_n_slices; ++s) { arrayops::copy( t.slice_colptr(s,0), B.slice_colptr(s,0), t.n_elem_slice ); } } else { for(uword s=0; s < t_n_slices; ++s) for(uword c=0; c < t_n_cols; ++c) { if(is_same_type::yes) { arrayops::copy ( t.slice_colptr(s,c), B.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_plus ( t.slice_colptr(s,c), B.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_minus( t.slice_colptr(s,c), B.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_mul ( t.slice_colptr(s,c), B.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_div ( t.slice_colptr(s,c), B.slice_colptr(s,c), t_n_rows ); } } } } else // use the Proxy { if(ProxyCube::use_at) { for(uword s=0; s < t_n_slices; ++s) for(uword c=0; c < t_n_cols; ++c) { eT* t_col_data = t.slice_colptr(s,c); for(uword r=0; r < t_n_rows; ++r) { const eT tmp = P.at(r,c,s); if(is_same_type::yes) { (*t_col_data) = tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) += tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) -= tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) *= tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) /= tmp; t_col_data++; } } } } else { typename ProxyCube::ea_type Pea = P.get_ea(); uword count = 0; for(uword s=0; s < t_n_slices; ++s) for(uword c=0; c < t_n_cols; ++c) { eT* t_col_data = t.slice_colptr(s,c); for(uword r=0; r < t_n_rows; ++r) { const eT tmp = Pea[count]; count++; if(is_same_type::yes) { (*t_col_data) = tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) += tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) -= tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) *= tmp; t_col_data++; } if(is_same_type::yes) { (*t_col_data) /= tmp; t_col_data++; } } } } } } template template inline void subview_cube::inplace_op(const subview_cube& x, const char* identifier) { arma_extra_debug_sigprint(); if(check_overlap(x)) { const Cube tmp(x); if(is_same_type::yes) { (*this).operator= (tmp); } if(is_same_type::yes) { (*this).operator+=(tmp); } if(is_same_type::yes) { (*this).operator-=(tmp); } if(is_same_type::yes) { (*this).operator%=(tmp); } if(is_same_type::yes) { (*this).operator/=(tmp); } return; } subview_cube& t = *this; arma_debug_assert_same_size(t, x, identifier); const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; for(uword s=0; s < t_n_slices; ++s) for(uword c=0; c < t_n_cols; ++c) { if(is_same_type::yes) { arrayops::copy ( t.slice_colptr(s,c), x.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_plus ( t.slice_colptr(s,c), x.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_minus( t.slice_colptr(s,c), x.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_mul ( t.slice_colptr(s,c), x.slice_colptr(s,c), t_n_rows ); } if(is_same_type::yes) { arrayops::inplace_div ( t.slice_colptr(s,c), x.slice_colptr(s,c), t_n_rows ); } } } template inline void subview_cube::operator= (const eT val) { arma_extra_debug_sigprint(); if(n_elem != 1) { arma_debug_assert_same_size(n_rows, n_cols, n_slices, 1, 1, 1, "copy into subcube"); } Cube& Q = const_cast< Cube& >(m); Q.at(aux_row1, aux_col1, aux_slice1) = val; } template inline void subview_cube::operator+= (const eT val) { arma_extra_debug_sigprint(); inplace_op(val); } template inline void subview_cube::operator-= (const eT val) { arma_extra_debug_sigprint(); inplace_op(val); } template inline void subview_cube::operator*= (const eT val) { arma_extra_debug_sigprint(); inplace_op(val); } template inline void subview_cube::operator/= (const eT val) { arma_extra_debug_sigprint(); inplace_op(val); } template template inline void subview_cube::operator= (const BaseCube& in) { arma_extra_debug_sigprint(); inplace_op(in, "copy into subcube"); } template template inline void subview_cube::operator+= (const BaseCube& in) { arma_extra_debug_sigprint(); inplace_op(in, "addition"); } template template inline void subview_cube::operator-= (const BaseCube& in) { arma_extra_debug_sigprint(); inplace_op(in, "subtraction"); } template template inline void subview_cube::operator%= (const BaseCube& in) { arma_extra_debug_sigprint(); inplace_op(in, "element-wise multiplication"); } template template inline void subview_cube::operator/= (const BaseCube& in) { arma_extra_debug_sigprint(); inplace_op(in, "element-wise division"); } //! x.subcube(...) = y.subcube(...) template inline void subview_cube::operator= (const subview_cube& x) { arma_extra_debug_sigprint(); inplace_op(x, "copy into subcube"); } template inline void subview_cube::operator+= (const subview_cube& x) { arma_extra_debug_sigprint(); inplace_op(x, "addition"); } template inline void subview_cube::operator-= (const subview_cube& x) { arma_extra_debug_sigprint(); inplace_op(x, "subtraction"); } template inline void subview_cube::operator%= (const subview_cube& x) { arma_extra_debug_sigprint(); inplace_op(x, "element-wise multiplication"); } template inline void subview_cube::operator/= (const subview_cube& x) { arma_extra_debug_sigprint(); inplace_op(x, "element-wise division"); } template template inline void subview_cube::operator= (const Base& in) { arma_extra_debug_sigprint(); const quasi_unwrap tmp(in.get_ref()); const Mat& x = tmp.M; subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; const uword x_n_rows = x.n_rows; const uword x_n_cols = x.n_cols; if( ((x_n_rows == 1) || (x_n_cols == 1)) && (t_n_rows == 1) && (t_n_cols == 1) && (x.n_elem == t_n_slices) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; const eT* x_mem = x.memptr(); uword i,j; for(i=0, j=1; j < t_n_slices; i+=2, j+=2) { const eT tmp_i = x_mem[i]; const eT tmp_j = x_mem[j]; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) = tmp_i; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + j) = tmp_j; } if(i < t_n_slices) { Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) = x_mem[i]; } } else if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) ) { // interpret the matrix as a cube with one slice for(uword col = 0; col < t_n_cols; ++col) { arrayops::copy( t.slice_colptr(0, col), x.colptr(col), t_n_rows ); } } else if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) ) { for(uword i=0; i < t_n_slices; ++i) { arrayops::copy( t.slice_colptr(i, 0), x.colptr(i), t_n_rows ); } } else if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; for(uword slice=0; slice < t_n_slices; ++slice) { const uword mod_slice = t_aux_slice1 + slice; const eT* x_colptr = x.colptr(slice); uword i,j; for(i=0, j=1; j < t_n_cols; i+=2, j+=2) { const eT tmp_i = x_colptr[i]; const eT tmp_j = x_colptr[j]; Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) = tmp_i; Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) = tmp_j; } if(i < t_n_cols) { Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) = x_colptr[i]; } } } else { if(arma_config::debug) { arma_stop_logic_error( arma_incompat_size_string(t, x, "copy into subcube") ); } } } template template inline void subview_cube::operator+= (const Base& in) { arma_extra_debug_sigprint(); const quasi_unwrap tmp(in.get_ref()); const Mat& x = tmp.M; subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; const uword x_n_rows = x.n_rows; const uword x_n_cols = x.n_cols; if( ((x_n_rows == 1) || (x_n_cols == 1)) && (t_n_rows == 1) && (t_n_cols == 1) && (x.n_elem == t_n_slices) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; const eT* x_mem = x.memptr(); uword i,j; for(i=0, j=1; j < t_n_slices; i+=2, j+=2) { const eT tmp_i = x_mem[i]; const eT tmp_j = x_mem[j]; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) += tmp_i; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + j) += tmp_j; } if(i < t_n_slices) { Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) += x_mem[i]; } } else if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) ) { for(uword col = 0; col < t_n_cols; ++col) { arrayops::inplace_plus( t.slice_colptr(0, col), x.colptr(col), t_n_rows ); } } else if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) ) { for(uword i=0; i < t_n_slices; ++i) { arrayops::inplace_plus( t.slice_colptr(i, 0), x.colptr(i), t_n_rows ); } } else if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; for(uword slice=0; slice < t_n_slices; ++slice) { const uword mod_slice = t_aux_slice1 + slice; const eT* x_colptr = x.colptr(slice); uword i,j; for(i=0, j=1; j < t_n_cols; i+=2, j+=2) { const eT tmp_i = x_colptr[i]; const eT tmp_j = x_colptr[j]; Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) += tmp_i; Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) += tmp_j; } if(i < t_n_cols) { Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) += x_colptr[i]; } } } else { if(arma_config::debug) { arma_stop_logic_error( arma_incompat_size_string(t, x, "addition") ); } } } template template inline void subview_cube::operator-= (const Base& in) { arma_extra_debug_sigprint(); const quasi_unwrap tmp(in.get_ref()); const Mat& x = tmp.M; subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; const uword x_n_rows = x.n_rows; const uword x_n_cols = x.n_cols; if( ((x_n_rows == 1) || (x_n_cols == 1)) && (t_n_rows == 1) && (t_n_cols == 1) && (x.n_elem == t_n_slices) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; const eT* x_mem = x.memptr(); uword i,j; for(i=0, j=1; j < t_n_slices; i+=2, j+=2) { const eT tmp_i = x_mem[i]; const eT tmp_j = x_mem[j]; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) -= tmp_i; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + j) -= tmp_j; } if(i < t_n_slices) { Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) -= x_mem[i]; } } else if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) ) { for(uword col = 0; col < t_n_cols; ++col) { arrayops::inplace_minus( t.slice_colptr(0, col), x.colptr(col), t_n_rows ); } } else if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) ) { for(uword i=0; i < t_n_slices; ++i) { arrayops::inplace_minus( t.slice_colptr(i, 0), x.colptr(i), t_n_rows ); } } else if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; for(uword slice=0; slice < t_n_slices; ++slice) { const uword mod_slice = t_aux_slice1 + slice; const eT* x_colptr = x.colptr(slice); uword i,j; for(i=0, j=1; j < t_n_cols; i+=2, j+=2) { const eT tmp_i = x_colptr[i]; const eT tmp_j = x_colptr[j]; Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) -= tmp_i; Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) -= tmp_j; } if(i < t_n_cols) { Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) -= x_colptr[i]; } } } else { if(arma_config::debug) { arma_stop_logic_error( arma_incompat_size_string(t, x, "subtraction") ); } } } template template inline void subview_cube::operator%= (const Base& in) { arma_extra_debug_sigprint(); const quasi_unwrap tmp(in.get_ref()); const Mat& x = tmp.M; subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; const uword x_n_rows = x.n_rows; const uword x_n_cols = x.n_cols; if( ((x_n_rows == 1) || (x_n_cols == 1)) && (t_n_rows == 1) && (t_n_cols == 1) && (x.n_elem == t_n_slices) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; const eT* x_mem = x.memptr(); uword i,j; for(i=0, j=1; j < t_n_slices; i+=2, j+=2) { const eT tmp_i = x_mem[i]; const eT tmp_j = x_mem[j]; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) *= tmp_i; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + j) *= tmp_j; } if(i < t_n_slices) { Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) *= x_mem[i]; } } else if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) ) { for(uword col = 0; col < t_n_cols; ++col) { arrayops::inplace_mul( t.slice_colptr(0, col), x.colptr(col), t_n_rows ); } } else if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) ) { for(uword i=0; i < t_n_slices; ++i) { arrayops::inplace_mul( t.slice_colptr(i, 0), x.colptr(i), t_n_rows ); } } else if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; for(uword slice=0; slice < t_n_slices; ++slice) { const uword mod_slice = t_aux_slice1 + slice; const eT* x_colptr = x.colptr(slice); uword i,j; for(i=0, j=1; j < t_n_cols; i+=2, j+=2) { const eT tmp_i = x_colptr[i]; const eT tmp_j = x_colptr[j]; Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) *= tmp_i; Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) *= tmp_j; } if(i < t_n_cols) { Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) *= x_colptr[i]; } } } else { if(arma_config::debug) { arma_stop_logic_error( arma_incompat_size_string(t, x, "element-wise multiplication") ); } } } template template inline void subview_cube::operator/= (const Base& in) { arma_extra_debug_sigprint(); const quasi_unwrap tmp(in.get_ref()); const Mat& x = tmp.M; subview_cube& t = *this; const uword t_n_rows = t.n_rows; const uword t_n_cols = t.n_cols; const uword t_n_slices = t.n_slices; const uword x_n_rows = x.n_rows; const uword x_n_cols = x.n_cols; if( ((x_n_rows == 1) || (x_n_cols == 1)) && (t_n_rows == 1) && (t_n_cols == 1) && (x.n_elem == t_n_slices) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; const eT* x_mem = x.memptr(); uword i,j; for(i=0, j=1; j < t_n_slices; i+=2, j+=2) { const eT tmp_i = x_mem[i]; const eT tmp_j = x_mem[j]; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) /= tmp_i; Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + j) /= tmp_j; } if(i < t_n_slices) { Q.at(t_aux_row1, t_aux_col1, t_aux_slice1 + i) /= x_mem[i]; } } else if( (t_n_rows == x_n_rows) && (t_n_cols == x_n_cols) && (t_n_slices == 1) ) { for(uword col = 0; col < t_n_cols; ++col) { arrayops::inplace_div( t.slice_colptr(0, col), x.colptr(col), t_n_rows ); } } else if( (t_n_rows == x_n_rows) && (t_n_cols == 1) && (t_n_slices == x_n_cols) ) { for(uword i=0; i < t_n_slices; ++i) { arrayops::inplace_div( t.slice_colptr(i, 0), x.colptr(i), t_n_rows ); } } else if( (t_n_rows == 1) && (t_n_cols == x_n_rows) && (t_n_slices == x_n_cols) ) { Cube& Q = const_cast< Cube& >(t.m); const uword t_aux_row1 = t.aux_row1; const uword t_aux_col1 = t.aux_col1; const uword t_aux_slice1 = t.aux_slice1; for(uword slice=0; slice < t_n_slices; ++slice) { const uword mod_slice = t_aux_slice1 + slice; const eT* x_colptr = x.colptr(slice); uword i,j; for(i=0, j=1; j < t_n_cols; i+=2, j+=2) { const eT tmp_i = x_colptr[i]; const eT tmp_j = x_colptr[j]; Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) /= tmp_i; Q.at(t_aux_row1, t_aux_col1 + j, mod_slice) /= tmp_j; } if(i < t_n_cols) { Q.at(t_aux_row1, t_aux_col1 + i, mod_slice) /= x_colptr[i]; } } } else { if(arma_config::debug) { arma_stop_logic_error( arma_incompat_size_string(t, x, "element-wise division") ); } } } template template inline void subview_cube::operator= (const GenCube& in) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(n_rows, n_cols, n_slices, in.n_rows, in.n_cols, in.n_slices, "copy into subcube"); in.apply(*this); } //! apply a functor to each element template template inline void subview_cube::for_each(functor F) { arma_extra_debug_sigprint(); Cube& Q = const_cast< Cube& >(m); const uword start_col = aux_col1; const uword start_row = aux_row1; const uword start_slice = aux_slice1; const uword end_col_plus1 = start_col + n_cols; const uword end_row_plus1 = start_row + n_rows; const uword end_slice_plus1 = start_slice + n_slices; for(uword uslice = start_slice; uslice < end_slice_plus1; ++uslice) for(uword ucol = start_col; ucol < end_col_plus1; ++ucol ) for(uword urow = start_row; urow < end_row_plus1; ++urow ) { F( Q.at(urow, ucol, uslice) ); } } template template inline void subview_cube::for_each(functor F) const { arma_extra_debug_sigprint(); const Cube& Q = m; const uword start_col = aux_col1; const uword start_row = aux_row1; const uword start_slice = aux_slice1; const uword end_col_plus1 = start_col + n_cols; const uword end_row_plus1 = start_row + n_rows; const uword end_slice_plus1 = start_slice + n_slices; for(uword uslice = start_slice; uslice < end_slice_plus1; ++uslice) for(uword ucol = start_col; ucol < end_col_plus1; ++ucol ) for(uword urow = start_row; urow < end_row_plus1; ++urow ) { F( Q.at(urow, ucol, uslice) ); } } //! transform each element in the subview using a functor template template inline void subview_cube::transform(functor F) { arma_extra_debug_sigprint(); Cube& Q = const_cast< Cube& >(m); const uword start_col = aux_col1; const uword start_row = aux_row1; const uword start_slice = aux_slice1; const uword end_col_plus1 = start_col + n_cols; const uword end_row_plus1 = start_row + n_rows; const uword end_slice_plus1 = start_slice + n_slices; for(uword uslice = start_slice; uslice < end_slice_plus1; ++uslice) for(uword ucol = start_col; ucol < end_col_plus1; ++ucol ) for(uword urow = start_row; urow < end_row_plus1; ++urow ) { Q.at(urow, ucol, uslice) = eT( F( Q.at(urow, ucol, uslice) ) ); } } //! imbue (fill) the subview with values provided by a functor template template inline void subview_cube::imbue(functor F) { arma_extra_debug_sigprint(); Cube& Q = const_cast< Cube& >(m); const uword start_col = aux_col1; const uword start_row = aux_row1; const uword start_slice = aux_slice1; const uword end_col_plus1 = start_col + n_cols; const uword end_row_plus1 = start_row + n_rows; const uword end_slice_plus1 = start_slice + n_slices; for(uword uslice = start_slice; uslice < end_slice_plus1; ++uslice) for(uword ucol = start_col; ucol < end_col_plus1; ++ucol ) for(uword urow = start_row; urow < end_row_plus1; ++urow ) { Q.at(urow, ucol, uslice) = eT( F() ); } } //! apply a lambda function to each slice, where each slice is interpreted as a matrix template inline void subview_cube::each_slice(const std::function< void(Mat&) >& F) { arma_extra_debug_sigprint(); Mat tmp1(n_rows, n_cols, arma_nozeros_indicator()); Mat tmp2('j', tmp1.memptr(), n_rows, n_cols); for(uword slice_id=0; slice_id < n_slices; ++slice_id) { for(uword col_id=0; col_id < n_cols; ++col_id) { arrayops::copy( tmp1.colptr(col_id), slice_colptr(slice_id, col_id), n_rows ); } F(tmp2); for(uword col_id=0; col_id < n_cols; ++col_id) { arrayops::copy( slice_colptr(slice_id, col_id), tmp1.colptr(col_id), n_rows ); } } } template inline void subview_cube::each_slice(const std::function< void(const Mat&) >& F) const { arma_extra_debug_sigprint(); Mat tmp1(n_rows, n_cols, arma_nozeros_indicator()); const Mat tmp2('j', tmp1.memptr(), n_rows, n_cols); for(uword slice_id=0; slice_id < n_slices; ++slice_id) { for(uword col_id=0; col_id < n_cols; ++col_id) { arrayops::copy( tmp1.colptr(col_id), slice_colptr(slice_id, col_id), n_rows ); } F(tmp2); } } template inline void subview_cube::replace(const eT old_val, const eT new_val) { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arrayops::replace(slice_colptr(slice,col), local_n_rows, old_val, new_val); } } } template inline void subview_cube::clean(const typename get_pod_type::result threshold) { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arrayops::clean( slice_colptr(slice,col), local_n_rows, threshold ); } } } template inline void subview_cube::clamp(const eT min_val, const eT max_val) { arma_extra_debug_sigprint(); if(is_cx::no) { arma_debug_check( (access::tmp_real(min_val) > access::tmp_real(max_val)), "subview_cube::clamp(): min_val must be less than max_val" ); } else { arma_debug_check( (access::tmp_real(min_val) > access::tmp_real(max_val)), "subview_cube::clamp(): real(min_val) must be less than real(max_val)" ); arma_debug_check( (access::tmp_imag(min_val) > access::tmp_imag(max_val)), "subview_cube::clamp(): imag(min_val) must be less than imag(max_val)" ); } const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arrayops::clamp( slice_colptr(slice,col), local_n_rows, min_val, max_val ); } } } template inline void subview_cube::fill(const eT val) { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arrayops::inplace_set( slice_colptr(slice,col), val, local_n_rows ); } } } template inline void subview_cube::zeros() { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arrayops::fill_zeros( slice_colptr(slice,col), local_n_rows ); } } } template inline void subview_cube::ones() { arma_extra_debug_sigprint(); fill(eT(1)); } template inline void subview_cube::randu() { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arma_rng::randu::fill( slice_colptr(slice,col), local_n_rows ); } } } template inline void subview_cube::randn() { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { arma_rng::randn::fill( slice_colptr(slice,col), local_n_rows ); } } } template inline bool subview_cube::is_finite() const { arma_extra_debug_sigprint(); if(arma_config::fast_math_warn) { arma_debug_warn_level(1, "is_finite(): detection of non-finite values is not reliable in fast math mode"); } const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { if(arrayops::is_finite(slice_colptr(slice,col), local_n_rows) == false) { return false; } } } return true; } template inline bool subview_cube::is_zero(const typename get_pod_type::result tol) const { arma_extra_debug_sigprint(); const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { if(arrayops::is_zero(slice_colptr(slice,col), local_n_rows, tol) == false) { return false; } } } return true; } template inline bool subview_cube::has_inf() const { arma_extra_debug_sigprint(); if(arma_config::fast_math_warn) { arma_debug_warn_level(1, "has_inf(): detection of non-finite values is not reliable in fast math mode"); } const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { if(arrayops::has_inf(slice_colptr(slice,col), local_n_rows)) { return true; } } } return false; } template inline bool subview_cube::has_nan() const { arma_extra_debug_sigprint(); if(arma_config::fast_math_warn) { arma_debug_warn_level(1, "has_nan(): detection of non-finite values is not reliable in fast math mode"); } const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { if(arrayops::has_nan(slice_colptr(slice,col), local_n_rows)) { return true; } } } return false; } template inline bool subview_cube::has_nonfinite() const { arma_extra_debug_sigprint(); if(arma_config::fast_math_warn) { arma_debug_warn_level(1, "has_nonfinite(): detection of non-finite values is not reliable in fast math mode"); } const uword local_n_rows = n_rows; const uword local_n_cols = n_cols; const uword local_n_slices = n_slices; for(uword slice = 0; slice < local_n_slices; ++slice) { for(uword col = 0; col < local_n_cols; ++col) { if(arrayops::is_finite(slice_colptr(slice,col), local_n_rows) == false) { return true; } } } return false; } template inline eT subview_cube::at_alt(const uword i) const { return operator[](i); } template inline eT& subview_cube::operator[](const uword i) { const uword in_slice = i / n_elem_slice; const uword offset = in_slice * n_elem_slice; const uword j = i - offset; const uword in_col = j / n_rows; const uword in_row = j % n_rows; const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return access::rw( (const_cast< Cube& >(m)).mem[index] ); } template inline eT subview_cube::operator[](const uword i) const { const uword in_slice = i / n_elem_slice; const uword offset = in_slice * n_elem_slice; const uword j = i - offset; const uword in_col = j / n_rows; const uword in_row = j % n_rows; const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return m.mem[index]; } template inline eT& subview_cube::operator()(const uword i) { arma_debug_check_bounds( (i >= n_elem), "subview_cube::operator(): index out of bounds" ); const uword in_slice = i / n_elem_slice; const uword offset = in_slice * n_elem_slice; const uword j = i - offset; const uword in_col = j / n_rows; const uword in_row = j % n_rows; const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return access::rw( (const_cast< Cube& >(m)).mem[index] ); } template inline eT subview_cube::operator()(const uword i) const { arma_debug_check_bounds( (i >= n_elem), "subview_cube::operator(): index out of bounds" ); const uword in_slice = i / n_elem_slice; const uword offset = in_slice * n_elem_slice; const uword j = i - offset; const uword in_col = j / n_rows; const uword in_row = j % n_rows; const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return m.mem[index]; } template arma_inline eT& subview_cube::operator()(const uword in_row, const uword in_col, const uword in_slice) { arma_debug_check_bounds( ( (in_row >= n_rows) || (in_col >= n_cols) || (in_slice >= n_slices) ), "subview_cube::operator(): location out of bounds" ); const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return access::rw( (const_cast< Cube& >(m)).mem[index] ); } template arma_inline eT subview_cube::operator()(const uword in_row, const uword in_col, const uword in_slice) const { arma_debug_check_bounds( ( (in_row >= n_rows) || (in_col >= n_cols) || (in_slice >= n_slices) ), "subview_cube::operator(): location out of bounds" ); const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return m.mem[index]; } template arma_inline eT& subview_cube::at(const uword in_row, const uword in_col, const uword in_slice) { const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return access::rw( (const_cast< Cube& >(m)).mem[index] ); } template arma_inline eT subview_cube::at(const uword in_row, const uword in_col, const uword in_slice) const { const uword index = (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 + in_row; return m.mem[index]; } template arma_inline eT* subview_cube::slice_colptr(const uword in_slice, const uword in_col) { return & access::rw((const_cast< Cube& >(m)).mem[ (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 ]); } template arma_inline const eT* subview_cube::slice_colptr(const uword in_slice, const uword in_col) const { return & m.mem[ (in_slice + aux_slice1)*m.n_elem_slice + (in_col + aux_col1)*m.n_rows + aux_row1 ]; } template template inline bool subview_cube::check_overlap(const subview_cube& x) const { if(is_same_type::value == false) { return false; } const subview_cube& t = (*this); if(void_ptr(&(t.m)) != void_ptr(&(x.m))) { return false; } if( (t.n_elem == 0) || (x.n_elem == 0) ) { return false; } const uword t_row_start = t.aux_row1; const uword t_row_end_p1 = t_row_start + t.n_rows; const uword t_col_start = t.aux_col1; const uword t_col_end_p1 = t_col_start + t.n_cols; const uword t_slice_start = t.aux_slice1; const uword t_slice_end_p1 = t_slice_start + t.n_slices; const uword x_row_start = x.aux_row1; const uword x_row_end_p1 = x_row_start + x.n_rows; const uword x_col_start = x.aux_col1; const uword x_col_end_p1 = x_col_start + x.n_cols; const uword x_slice_start = x.aux_slice1; const uword x_slice_end_p1 = x_slice_start + x.n_slices; const bool outside_rows = ( (x_row_start >= t_row_end_p1 ) || (t_row_start >= x_row_end_p1 ) ); const bool outside_cols = ( (x_col_start >= t_col_end_p1 ) || (t_col_start >= x_col_end_p1 ) ); const bool outside_slices = ( (x_slice_start >= t_slice_end_p1) || (t_slice_start >= x_slice_end_p1) ); return ( (outside_rows == false) && (outside_cols == false) && (outside_slices == false) ); } template inline bool subview_cube::check_overlap(const Mat& x) const { const subview_cube& t = *this; const uword t_aux_slice1 = t.aux_slice1; const uword t_aux_slice2_plus_1 = t_aux_slice1 + t.n_slices; for(uword slice = t_aux_slice1; slice < t_aux_slice2_plus_1; ++slice) { if(t.m.mat_ptrs[slice] != nullptr) { const Mat& y = *(t.m.mat_ptrs[slice]); if( x.memptr() == y.memptr() ) { return true; } } } return false; } //! cube X = Y.subcube(...) template inline void subview_cube::extract(Cube& out, const subview_cube& in) { arma_extra_debug_sigprint(); // NOTE: we're assuming that the cube has already been set to the correct size and there is no aliasing; // size setting and alias checking is done by either the Cube contructor or operator=() const uword n_rows = in.n_rows; const uword n_cols = in.n_cols; const uword n_slices = in.n_slices; arma_extra_debug_print(arma_str::format("out.n_rows = %u out.n_cols = %u out.n_slices = %u in.m.n_rows = %u in.m.n_cols = %u in.m.n_slices = %u") % out.n_rows % out.n_cols % out.n_slices % in.m.n_rows % in.m.n_cols % in.m.n_slices); if( (in.aux_row1 == 0) && (n_rows == in.m.n_rows) ) { for(uword s=0; s < n_slices; ++s) { arrayops::copy( out.slice_colptr(s,0), in.slice_colptr(s,0), in.n_elem_slice ); } return; } for(uword s=0; s < n_slices; ++s) for(uword c=0; c < n_cols; ++c) { arrayops::copy( out.slice_colptr(s,c), in.slice_colptr(s,c), n_rows ); } } //! cube X += Y.subcube(...) template inline void subview_cube::plus_inplace(Cube& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(out, in, "addition"); const uword n_rows = out.n_rows; const uword n_cols = out.n_cols; const uword n_slices = out.n_slices; for(uword slice = 0; slice inline void subview_cube::minus_inplace(Cube& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(out, in, "subtraction"); const uword n_rows = out.n_rows; const uword n_cols = out.n_cols; const uword n_slices = out.n_slices; for(uword slice = 0; slice inline void subview_cube::schur_inplace(Cube& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(out, in, "element-wise multiplication"); const uword n_rows = out.n_rows; const uword n_cols = out.n_cols; const uword n_slices = out.n_slices; for(uword slice = 0; slice inline void subview_cube::div_inplace(Cube& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_same_size(out, in, "element-wise division"); const uword n_rows = out.n_rows; const uword n_cols = out.n_cols; const uword n_slices = out.n_slices; for(uword slice = 0; slice inline void subview_cube::extract(Mat& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_cube_as_mat(out, in, "copy into matrix", false); const uword in_n_rows = in.n_rows; const uword in_n_cols = in.n_cols; const uword in_n_slices = in.n_slices; const uword out_vec_state = out.vec_state; if(in_n_slices == 1) { out.set_size(in_n_rows, in_n_cols); for(uword col=0; col < in_n_cols; ++col) { arrayops::copy( out.colptr(col), in.slice_colptr(0, col), in_n_rows ); } } else { if(out_vec_state == 0) { if(in_n_cols == 1) { out.set_size(in_n_rows, in_n_slices); for(uword i=0; i < in_n_slices; ++i) { arrayops::copy( out.colptr(i), in.slice_colptr(i, 0), in_n_rows ); } } else if(in_n_rows == 1) { const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; out.set_size(in_n_cols, in_n_slices); for(uword slice=0; slice < in_n_slices; ++slice) { const uword mod_slice = in_aux_slice1 + slice; eT* out_colptr = out.colptr(slice); uword i,j; for(i=0, j=1; j < in_n_cols; i+=2, j+=2) { const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice); out_colptr[i] = tmp_i; out_colptr[j] = tmp_j; } if(i < in_n_cols) { out_colptr[i] = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); } } } } else { out.set_size(in_n_slices); eT* out_mem = out.memptr(); const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword i=0; i inline void subview_cube::plus_inplace(Mat& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_cube_as_mat(out, in, "addition", true); const uword in_n_rows = in.n_rows; const uword in_n_cols = in.n_cols; const uword in_n_slices = in.n_slices; const uword out_n_rows = out.n_rows; const uword out_n_cols = out.n_cols; const uword out_vec_state = out.vec_state; if(in_n_slices == 1) { if( (arma_config::debug) && ((out_n_rows != in_n_rows) || (out_n_cols != in_n_cols)) ) { std::ostringstream tmp; tmp << "in-place addition: " << out_n_rows << 'x' << out_n_cols << " output matrix is incompatible with " << in_n_rows << 'x' << in_n_cols << 'x' << in_n_slices << " cube interpreted as " << in_n_rows << 'x' << in_n_cols << " matrix"; arma_stop_logic_error(tmp.str()); } for(uword col=0; col < in_n_cols; ++col) { arrayops::inplace_plus( out.colptr(col), in.slice_colptr(0, col), in_n_rows ); } } else { if(out_vec_state == 0) { if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) ) { for(uword i=0; i < in_n_slices; ++i) { arrayops::inplace_plus( out.colptr(i), in.slice_colptr(i, 0), in_n_rows ); } } else if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) ) { const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword slice=0; slice < in_n_slices; ++slice) { const uword mod_slice = in_aux_slice1 + slice; eT* out_colptr = out.colptr(slice); uword i,j; for(i=0, j=1; j < in_n_cols; i+=2, j+=2) { const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice); out_colptr[i] += tmp_i; out_colptr[j] += tmp_j; } if(i < in_n_cols) { out_colptr[i] += Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); } } } } else { eT* out_mem = out.memptr(); const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword i=0; i inline void subview_cube::minus_inplace(Mat& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_cube_as_mat(out, in, "subtraction", true); const uword in_n_rows = in.n_rows; const uword in_n_cols = in.n_cols; const uword in_n_slices = in.n_slices; const uword out_n_rows = out.n_rows; const uword out_n_cols = out.n_cols; const uword out_vec_state = out.vec_state; if(in_n_slices == 1) { if( (arma_config::debug) && ((out_n_rows != in_n_rows) || (out_n_cols != in_n_cols)) ) { std::ostringstream tmp; tmp << "in-place subtraction: " << out_n_rows << 'x' << out_n_cols << " output matrix is incompatible with " << in_n_rows << 'x' << in_n_cols << 'x' << in_n_slices << " cube interpreted as " << in_n_rows << 'x' << in_n_cols << " matrix"; arma_stop_logic_error(tmp.str()); } for(uword col=0; col < in_n_cols; ++col) { arrayops::inplace_minus( out.colptr(col), in.slice_colptr(0, col), in_n_rows ); } } else { if(out_vec_state == 0) { if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) ) { for(uword i=0; i < in_n_slices; ++i) { arrayops::inplace_minus( out.colptr(i), in.slice_colptr(i, 0), in_n_rows ); } } else if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) ) { const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword slice=0; slice < in_n_slices; ++slice) { const uword mod_slice = in_aux_slice1 + slice; eT* out_colptr = out.colptr(slice); uword i,j; for(i=0, j=1; j < in_n_cols; i+=2, j+=2) { const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice); out_colptr[i] -= tmp_i; out_colptr[j] -= tmp_j; } if(i < in_n_cols) { out_colptr[i] -= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); } } } } else { eT* out_mem = out.memptr(); const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword i=0; i inline void subview_cube::schur_inplace(Mat& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_cube_as_mat(out, in, "element-wise multiplication", true); const uword in_n_rows = in.n_rows; const uword in_n_cols = in.n_cols; const uword in_n_slices = in.n_slices; const uword out_n_rows = out.n_rows; const uword out_n_cols = out.n_cols; const uword out_vec_state = out.vec_state; if(in_n_slices == 1) { if( (arma_config::debug) && ((out_n_rows != in_n_rows) || (out_n_cols != in_n_cols)) ) { std::ostringstream tmp; tmp << "in-place element-wise multiplication: " << out_n_rows << 'x' << out_n_cols << " output matrix is incompatible with " << in_n_rows << 'x' << in_n_cols << 'x' << in_n_slices << " cube interpreted as " << in_n_rows << 'x' << in_n_cols << " matrix"; arma_stop_logic_error(tmp.str()); } for(uword col=0; col < in_n_cols; ++col) { arrayops::inplace_mul( out.colptr(col), in.slice_colptr(0, col), in_n_rows ); } } else { if(out_vec_state == 0) { if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) ) { for(uword i=0; i < in_n_slices; ++i) { arrayops::inplace_mul( out.colptr(i), in.slice_colptr(i, 0), in_n_rows ); } } else if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) ) { const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword slice=0; slice < in_n_slices; ++slice) { const uword mod_slice = in_aux_slice1 + slice; eT* out_colptr = out.colptr(slice); uword i,j; for(i=0, j=1; j < in_n_cols; i+=2, j+=2) { const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice); out_colptr[i] *= tmp_i; out_colptr[j] *= tmp_j; } if(i < in_n_cols) { out_colptr[i] *= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); } } } } else { eT* out_mem = out.memptr(); const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword i=0; i inline void subview_cube::div_inplace(Mat& out, const subview_cube& in) { arma_extra_debug_sigprint(); arma_debug_assert_cube_as_mat(out, in, "element-wise division", true); const uword in_n_rows = in.n_rows; const uword in_n_cols = in.n_cols; const uword in_n_slices = in.n_slices; const uword out_n_rows = out.n_rows; const uword out_n_cols = out.n_cols; const uword out_vec_state = out.vec_state; if(in_n_slices == 1) { if( (arma_config::debug) && ((out_n_rows != in_n_rows) || (out_n_cols != in_n_cols)) ) { std::ostringstream tmp; tmp << "in-place element-wise division: " << out_n_rows << 'x' << out_n_cols << " output matrix is incompatible with " << in_n_rows << 'x' << in_n_cols << 'x' << in_n_slices << " cube interpreted as " << in_n_rows << 'x' << in_n_cols << " matrix"; arma_stop_logic_error(tmp.str()); } for(uword col=0; col < in_n_cols; ++col) { arrayops::inplace_div( out.colptr(col), in.slice_colptr(0, col), in_n_rows ); } } else { if(out_vec_state == 0) { if( (in_n_rows == out_n_rows) && (in_n_cols == 1) && (in_n_slices == out_n_cols) ) { for(uword i=0; i < in_n_slices; ++i) { arrayops::inplace_div( out.colptr(i), in.slice_colptr(i, 0), in_n_rows ); } } else if( (in_n_rows == 1) && (in_n_cols == out_n_rows) && (in_n_slices == out_n_cols) ) { const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword slice=0; slice < in_n_slices; ++slice) { const uword mod_slice = in_aux_slice1 + slice; eT* out_colptr = out.colptr(slice); uword i,j; for(i=0, j=1; j < in_n_cols; i+=2, j+=2) { const eT tmp_i = Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); const eT tmp_j = Q.at(in_aux_row1, in_aux_col1 + j, mod_slice); out_colptr[i] /= tmp_i; out_colptr[j] /= tmp_j; } if(i < in_n_cols) { out_colptr[i] /= Q.at(in_aux_row1, in_aux_col1 + i, mod_slice); } } } } else { eT* out_mem = out.memptr(); const Cube& Q = in.m; const uword in_aux_row1 = in.aux_row1; const uword in_aux_col1 = in.aux_col1; const uword in_aux_slice1 = in.aux_slice1; for(uword i=0; i inline typename subview_cube::iterator subview_cube::begin() { return iterator(*this, aux_row1, aux_col1, aux_slice1); } template inline typename subview_cube::const_iterator subview_cube::begin() const { return const_iterator(*this, aux_row1, aux_col1, aux_slice1); } template inline typename subview_cube::const_iterator subview_cube::cbegin() const { return const_iterator(*this, aux_row1, aux_col1, aux_slice1); } template inline typename subview_cube::iterator subview_cube::end() { return iterator(*this, aux_row1, aux_col1, aux_slice1 + n_slices); } template inline typename subview_cube::const_iterator subview_cube::end() const { return const_iterator(*this, aux_row1, aux_col1, aux_slice1 + n_slices); } template inline typename subview_cube::const_iterator subview_cube::cend() const { return const_iterator(*this, aux_row1, aux_col1, aux_slice1 + n_slices); } // // // template inline subview_cube::iterator::iterator() : M (nullptr) , current_ptr (nullptr) , current_row (0 ) , current_col (0 ) , current_slice(0 ) , aux_row1 (0 ) , aux_col1 (0 ) , aux_row2_p1 (0 ) , aux_col2_p1 (0 ) { arma_extra_debug_sigprint(); // Technically this iterator is invalid (it does not point to a valid element) } template inline subview_cube::iterator::iterator(const iterator& X) : M (X.M ) , current_ptr (X.current_ptr ) , current_row (X.current_row ) , current_col (X.current_col ) , current_slice(X.current_slice) , aux_row1 (X.aux_row1 ) , aux_col1 (X.aux_col1 ) , aux_row2_p1 (X.aux_row2_p1 ) , aux_col2_p1 (X.aux_col2_p1 ) { arma_extra_debug_sigprint(); } template inline subview_cube::iterator::iterator(subview_cube& in_sv, const uword in_row, const uword in_col, const uword in_slice) : M (&(const_cast< Cube& >(in_sv.m))) , current_ptr (&(M->at(in_row,in_col,in_slice)) ) , current_row (in_row ) , current_col (in_col ) , current_slice(in_slice ) , aux_row1 (in_sv.aux_row1 ) , aux_col1 (in_sv.aux_col1 ) , aux_row2_p1 (in_sv.aux_row1 + in_sv.n_rows ) , aux_col2_p1 (in_sv.aux_col1 + in_sv.n_cols ) { arma_extra_debug_sigprint(); } template inline eT& subview_cube::iterator::operator*() { return (*current_ptr); } template inline typename subview_cube::iterator& subview_cube::iterator::operator++() { current_row++; if(current_row == aux_row2_p1) { current_row = aux_row1; current_col++; if(current_col == aux_col2_p1) { current_col = aux_col1; current_slice++; } current_ptr = &( (*M).at(current_row,current_col,current_slice) ); } else { current_ptr++; } return *this; } template inline typename subview_cube::iterator subview_cube::iterator::operator++(int) { typename subview_cube::iterator temp(*this); ++(*this); return temp; } template inline bool subview_cube::iterator::operator==(const iterator& rhs) const { return (current_ptr == rhs.current_ptr); } template inline bool subview_cube::iterator::operator!=(const iterator& rhs) const { return (current_ptr != rhs.current_ptr); } template inline bool subview_cube::iterator::operator==(const const_iterator& rhs) const { return (current_ptr == rhs.current_ptr); } template inline bool subview_cube::iterator::operator!=(const const_iterator& rhs) const { return (current_ptr != rhs.current_ptr); } // // // template inline subview_cube::const_iterator::const_iterator() : M (nullptr) , current_ptr (nullptr) , current_row (0 ) , current_col (0 ) , current_slice(0 ) , aux_row1 (0 ) , aux_col1 (0 ) , aux_row2_p1 (0 ) , aux_col2_p1 (0 ) { arma_extra_debug_sigprint(); // Technically this iterator is invalid (it does not point to a valid element) } template inline subview_cube::const_iterator::const_iterator(const iterator& X) : M (X.M ) , current_ptr (X.current_ptr ) , current_row (X.current_row ) , current_col (X.current_col ) , current_slice(X.current_slice) , aux_row1 (X.aux_row1 ) , aux_col1 (X.aux_col1 ) , aux_row2_p1 (X.aux_row2_p1 ) , aux_col2_p1 (X.aux_col2_p1 ) { arma_extra_debug_sigprint(); } template inline subview_cube::const_iterator::const_iterator(const const_iterator& X) : M (X.M ) , current_ptr (X.current_ptr ) , current_row (X.current_row ) , current_col (X.current_col ) , current_slice(X.current_slice) , aux_row1 (X.aux_row1 ) , aux_col1 (X.aux_col1 ) , aux_row2_p1 (X.aux_row2_p1 ) , aux_col2_p1 (X.aux_col2_p1 ) { arma_extra_debug_sigprint(); } template inline subview_cube::const_iterator::const_iterator(const subview_cube& in_sv, const uword in_row, const uword in_col, const uword in_slice) : M (&(in_sv.m) ) , current_ptr (&(M->at(in_row,in_col,in_slice))) , current_row (in_row ) , current_col (in_col ) , current_slice(in_slice ) , aux_row1 (in_sv.aux_row1 ) , aux_col1 (in_sv.aux_col1 ) , aux_row2_p1 (in_sv.aux_row1 + in_sv.n_rows ) , aux_col2_p1 (in_sv.aux_col1 + in_sv.n_cols ) { arma_extra_debug_sigprint(); } template inline const eT& subview_cube::const_iterator::operator*() { return (*current_ptr); } template inline typename subview_cube::const_iterator& subview_cube::const_iterator::operator++() { current_row++; if(current_row == aux_row2_p1) { current_row = aux_row1; current_col++; if(current_col == aux_col2_p1) { current_col = aux_col1; current_slice++; } current_ptr = &( (*M).at(current_row,current_col,current_slice) ); } else { current_ptr++; } return *this; } template inline typename subview_cube::const_iterator subview_cube::const_iterator::operator++(int) { typename subview_cube::const_iterator temp(*this); ++(*this); return temp; } template inline bool subview_cube::const_iterator::operator==(const iterator& rhs) const { return (current_ptr == rhs.current_ptr); } template inline bool subview_cube::const_iterator::operator!=(const iterator& rhs) const { return (current_ptr != rhs.current_ptr); } template inline bool subview_cube::const_iterator::operator==(const const_iterator& rhs) const { return (current_ptr == rhs.current_ptr); } template inline bool subview_cube::const_iterator::operator!=(const const_iterator& rhs) const { return (current_ptr != rhs.current_ptr); } //! @}